KR20140123777A - Genetic Marker for Diagnosis of Psoriasis and Method for diagnosis of Psoriasis using the same - Google Patents

Genetic Marker for Diagnosis of Psoriasis and Method for diagnosis of Psoriasis using the same Download PDF

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KR20140123777A
KR20140123777A KR1020130041044A KR20130041044A KR20140123777A KR 20140123777 A KR20140123777 A KR 20140123777A KR 1020130041044 A KR1020130041044 A KR 1020130041044A KR 20130041044 A KR20130041044 A KR 20130041044A KR 20140123777 A KR20140123777 A KR 20140123777A
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박건태
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Abstract

According to the present invention to provide information required for the diagnosis of psoriasis, provided is a method for measuring the expression level or the methylation level of one gene selected from the group consisting of a TP73 gene indicated by sequence number 9 of a base sequence from the biological sample of a subject, a FANK1 gene indicated by sequence number 10 of the base sequence, and a PPAPDC3 gene indicated by sequence number 11 of the base sequence. In addition, according to the present invention, provided are a composition and a kit for the diagnosis of psoriasis, which contain a formulation for measuring the expression level or the methylation level of a gene selected from the group consisting of a TP73 gene indicated by sequence number 9 of a base sequence, a FANK1 gene indicated by sequence number 10 of the base sequence, and a PPAPDC3 gene indicated by sequence number 11 of the base sequence. According to the present invention, the method and the composition are capable of providing the genetic information for the diagnosis of psoriasis, thereby effectively diagnosing the psoriasis.

Description

건선 진단용 유전자 마커 및 이를 이용한 건선 진단 방법{Genetic Marker for Diagnosis of Psoriasis and Method for diagnosis of Psoriasis using the same}TECHNICAL FIELD The present invention relates to a genetic marker for psoriasis diagnosis and a diagnostic method for psoriasis using the same,

본 발명은 건선 진단용 유전자 마커 및 이를 이용한 건선 진단방법에 관한 것으로서, 더 상세하게는 (a) 피험자의 생물학적 샘플로부터 서열번호 9의 염기서열로 표시되는 TP73 유전자, 서열번호 10의 염기서열로 표시되는 FANK1 유전자 및 서열번호 11의 염기서열로 표시되는 PPAPDC3 유전자로 이루어진 군에서 선택되는 어느 하나의 유전자의 발현 수준 또는 메틸화 수준을 측정하는 단계; 및 (b) 상기 (a) 단계에서 측정한 유전자의 발현 수준 또는 메틸화 수준을 정상 대조군 샘플의 동일 유전자의 발현 수준 또는 메틸화 수준과 비교하는 단계를 포함하는 건선 진단에 필요한 정보를 제공하는 방법, TP73, FANK1 및 PPAPDC3로 이루어진 군에서 선택되는 어느 하나의 유전자의 발현수준 또는 메틸화 수준을 측정하는 제제를 포함하는 건선 진단용 조성물 및 진단용 키트에 관한 것이다.
The present invention relates to a gene marker for psoriasis diagnosis and a method for diagnosing psoriasis using the same. More particularly, the present invention relates to (a) a TP73 gene represented by the nucleotide sequence of SEQ ID NO: 9 from the biological sample of the subject, Measuring the expression level or methylation level of any one gene selected from the group consisting of the FANK1 gene and the PPAPDC3 gene represented by the nucleotide sequence of SEQ ID NO: 11; And (b) comparing the expression level or the methylation level of the gene measured in the step (a) with an expression level or a methylation level of the same gene in a normal control sample, TP73 , FANK1, and PPAPDC3. The present invention also relates to a diagnostic kit and a kit for diagnosing psoriasis, which comprises an agent for measuring an expression level or a methylation level of a gene selected from the group consisting of FANK1 and PPAPDC3.

DNA 메틸화(DNA Methylation)는 유전자 발현의 조절기작 중의 하나로 DNA 염기서열을 Methyl기로 치환시켜서 DNA의 반응성을 낮추고 안정성을 높여서 유전자 발현을 억제하는 기작 중 하나이다. DNA는 처음 복제되었을 때에는 Methylation이 되어있지 않지만 복제 후에는 Methylation이 된다. DNA 메틸화는 DNA서열의 변동 없이 유전자의 불활성화를 초래하는 것으로 점 돌연변이, 유전자 결손 등의 유전자적 변화와 구분하여 후성학적 변화로 분류된다. DNA methylation is one of the mechanisms that regulate gene expression by replacing the DNA sequence with the Methyl group, thereby lowering the reactivity of the DNA and increasing its stability. DNA is not methylated when first cloned, but becomes methylation after cloning. DNA methylation results in inactivation of the gene without variation in the DNA sequence, which is classified as epigenetic change, distinguishing it from genetic changes such as point mutations and genetic defects.

최근 DNA 메틸화 측정을 통하여 암을 진단하는 방법들이 제시되고 있는데, DNA 메틸화는 주로 특정 유전자의 프로모터 부위의 CpG 섬(CpG island)의 시토신(cytosine)에서 일어나고, 그로 인하여 전사 인자의 결합이 방해를 받게 되어 특정 유전자의 전사가 차단되는 것으로서, 종양 억제 유전자의 프로모터 CpG 섬의 메틸화를 검색하는 것이 암 연구에 큰 도움이 되며, 이를 메틸화 특이 PCR(methylation specific PCR, 이하, "MSP"라고 함)이나 자동 염기 분석 등의 방법으로 검사하여 암의 진단과 스크리닝 등에 이용하려는 시도가 활발하게 이루어지고 있다.Recently, methods for diagnosing cancer through DNA methylation measurement have been proposed. DNA methylation occurs mainly in the cytosine of the CpG island (CpG island) of the promoter region of a specific gene, and thereby the binding of transcription factors is hindered And the methylation of the CpG island of the promoter of the tumor suppressor gene is highly useful for the cancer research. The methylation specific PCR (hereinafter referred to as "MSP ") or the automatic There have been active attempts to use such methods for the diagnosis and screening of cancer.

이는 프로모터 CpG 섬의 메틸화가 발암을 직접 유발하는지, 또는 발암에 2차적인 변화인지에 대한 논란이 있으나, 여러 암에서 종양 억제 유전자(tumor suppressor gene), DNA 수선 유전자(DNA repair gene), 세포 주기 조절 유전자 등이 과메틸화(hyper-methylation)되어 있어 이들 유전자의 발현이 차단되어 있다는 것이 확인되었으며, 특히 암 발생의 초기 단계에서 특정 유전자의 프로모터 부위에 과메틸화가 일어난다는 것이 밝혀졌다. 따라서, 종양관련 유전자의 프로모터 메틸화가 암의 중요한 지표로 인식되어, 실제 혈액이나 객담, 침, 대변, 소변 등에서 종양 관련 유전자의 프로모터 메틸화를 조사하여 각종 암 진료에 사용하려는 시도가 최근 활발하게 이루어지고 있다(Esteller, M. et al., Cancer Res., 59:67, 1999; Sanchez-Cespedez, M. et al., Cancer Res., 60:892, 2000; Ahlquist, D.A. et al., Gastroenterol., 119:1219, 2000). 그러나 다른 질환과 관련된 유전자의 프로모터 메틸화는 거의 연구되지 아니한 실정이며 특히 건선 환자에서 특이적으로 메틸레이션이 나타나는 유전자 프로모터 또는 이의 응용연구는 이루어진 바가 없다.It is controversial whether methylation of promoter CpG is directly inducing carcinogenesis or secondary changes in carcinogenesis. However, in many cancers, tumor suppressor gene, DNA repair gene, And hypermethylation of regulatory genes have been shown to block the expression of these genes. In particular, it has been shown that hypermethylation occurs at the promoter region of a specific gene at an early stage of cancer development. Therefore, the promoter methylation of the tumor-associated gene has been recognized as an important index of cancer, and an attempt has been actively made to investigate the promoter methylation of tumor-associated genes in actual blood, sputum, saliva, stool, Cancer Res., 60: 892, 2000; Ahlquist, DA et al., Gastroenterol., ≪ RTI ID = 0.0 > 119: 1219,2000). However, the promoter methylation of genes related to other diseases has not been studied so far. In particular, gene promoters with specific methylation in psoriasis patients or their application studies have not been studied.

건선(Psoriasis)은 피부에서 일어나는 만성 염증성 질병 중 하나로 두껍고 비늘 같은 각층이 생기는 것으로 특징을 갖고 있다. 건선의 병인은 아직 명확히 규명되지 않았으나, 다양한 증거들에 의해 활성화된 T 세포로부터 방출된 사이토카인(cytokines)이 케라티노사이트(keratinocytes)의 증식을 증진시키는, T-세포 매개된 염증성 질환인 것으로 보고 있다(Prinz, J.C. 등, 1997 및 Chang, J.C.C. 등, 1994). Psoriasis is a chronic inflammatory disease of the skin that is characterized by thick, scaly layers. Although the pathogenesis of psoriasis has not yet been clearly elucidated, cytokines released from T cells activated by various evidences have been reported to be T-cell mediated inflammatory diseases that promote keratinocytes proliferation (Prinz, JC et al., 1997 and Chang, JCC et al., 1994).

또한 건선의 발생에 유전적 요인이 관련되어 있음이 연구결과 밝혀져 있다. 환자의 약 1/3에서 가족력을 보이며, 일란성 쌍둥이에서 건선이 함께 발생할 확률이 이란성 쌍둥이에 비해 3배 이상 높다. 또한 가족 내에서 건선이 발생할 확률도 관련도(relatedness)와 비례한다는 점도 이를 뒷받침 하고 있다(Wuepper et al., J. Invest. Dermatol., 95: 2S-4S 1990).Studies have also shown that genetic factors are involved in the development of psoriasis. About one-third of patients have a family history, and the incidence of psoriasis in identical twins is three times higher than that of fraternal twins. In addition, the probability of psoriasis in the family is also in proportion to the relatedness (Wuepper et al., J. Invest. Dermatol., 95: 2S-4S 1990).

현재 건선의 치료는 증상을 일시적으로 완화시키는 연고나 또는 지속적 피부 관리를 유도하는 처방 등으로 사실상 근본적으로 치료는 시행되지 않고 있다. 스테로이드를 비롯한 건선 피부질환 치료제의 부작용을 고려하면, 이 질병들을 부작용 없이 근본적으로 치료할 수 있는 방법의 개발이 필요하며, 이를 위한 유전학적 표적 및 진단 방법의 개발이 필요하다.
Currently, the treatment of psoriasis, such as temporarily relieving the symptoms of ointment or prescription to induce persistent skin care, is actually not fundamentally treated. Considering the side effects of psoriasis skin disease drugs including steroids, it is necessary to develop a method that can radically treat these diseases without adverse effects, and development of genetic targets and diagnostic methods therefor is needed.

이에 본 발명자들은 건선 진단의 새로운 방법에 관하여 연구한 결과, 특정 유전자들의 메틸화 수준이 건선 환자가 정상인 대조군에 비하여 현저히 높은 것을 확인하여 본 발명을 완성하였다.
Accordingly, the inventors of the present invention conducted a study on a novel method for the diagnosis of psoriasis. As a result, the present inventors completed the present invention by confirming that the methylation level of specific genes is significantly higher than that of the control group in which psoriasis patients are normal.

따라서 본 발명의 목적은 (a) 피험자의 생물학적 샘플로부터 서열번호 9의 염기서열로 표시되는 TP73 유전자, 서열번호 10의 염기서열로 표시되는 FANK1 유전자 및 서열번호 11의 염기서열로 표시되는 PPAPDC3 유전자로 이루어진 군에서 선택되는 어느 하나의 유전자의 발현 수준 또는 메틸화 수준을 측정하는 단계; 및 (b) 상기 (a) 단계에서 측정한 유전자의 발현 수준 또는 메틸화 수준을 정상 대조군 샘플의 동일 유전자의 발현 수준 또는 메틸화 수준과 비교하는 단계를 포함하는, 건선 진단에 필요한 정보를 제공하는 방법을 제공하는 것이다.
(A) a TP73 gene represented by the nucleotide sequence of SEQ ID NO: 9, a FANK1 gene represented by the nucleotide sequence of SEQ ID NO: 10, and a PPAPDC3 gene represented by the nucleotide sequence of SEQ ID NO: 11 from the biological sample of the subject Measuring an expression level or a methylation level of any one gene selected from the group consisting of And (b) comparing the expression level or the methylation level of the gene measured in step (a) with an expression level or methylation level of the same gene in a normal control sample. .

본 발명의 다른 목적은 서열번호 9의 염기서열로 표시되는 TP73 유전자, 서열번호 10의 염기서열로 표시되는 FANK1 유전자 및 서열번호 11의 염기서열로 ㅍ표표시되는 PPAPDC3 유전자로 이루어진 군에서 선택되는 어느 하나의 유전자의 발현수준 또는 메틸화 수준을 측정하는 제제를 포함하는 건선 진단용 조성물을 제공하는 것이다.
Another object of the present invention is to provide a method for screening for a mutant gene selected from the group consisting of the TP73 gene represented by the nucleotide sequence of SEQ ID NO: 9, the FANK1 gene represented by the nucleotide sequence of SEQ ID NO: 10, and the PPAPDC3 gene represented by the nucleotide sequence of SEQ ID NO: Of the gene of the present invention or a methylation level thereof.

본 발명의 다른 목적은 서열번호 9의 염기서열로 표시되는 TP73 유전자, 서열번호 10의 염기서열로 표시되는 FANK1 유전자 및 서열번호 11의 염기서열로 표시되는 PPAPDC3 유전자로 이루어진 군에서 선택되는 어느 하나의 유전자 발현 수준 또는 메틸화 수준을 측정하는 제제를 포함하는 건선 진단용 키트를 제공하는 것이다.
Another object of the present invention is to provide a method for screening for a mutation in a gene selected from the group consisting of the TP73 gene represented by the nucleotide sequence of SEQ ID NO: 9, the FANK1 gene represented by the nucleotide sequence of SEQ ID NO: 10, and the PPAPDC3 gene represented by the nucleotide sequence of SEQ ID NO: A gene expression level or a methylation level in a subject's body.

상기의 목적을 달성하기 위하여, 본 발명은 (a) 피험자의 생물학적 샘플로부터 TP73(서열번호 9 / GenBank Accession No. NM_001126240), FANK1 (서열번호 10 / GenBank Accession No. NM_145235) 및 PPAPDC3(서열번호 11 / GenBank Accession No. NM_032728)로 이루어진 군에서 선택되는 어느 하나의 유전자의 발현 수준 또는 메틸화 수준을 측정하는 단계; 및 (b) 상기 (a) 단계에서 측정한 유전자의 발현 수준 또는 메틸화 수준을 정상 대조군 샘플의 동일 유전자의 발현 수준 또는 메틸화 수준과 비교하는 단계를 포함하는, 건선 진단에 필요한 정보를 제공하는 방법을 제공한다.
(GenBank Accession No. NM_001126240), FANK1 (SEQ ID NO: 10 / GenBank Accession No. NM_145235), and PPAPDC3 (SEQ ID NO: 11) from a biological sample of a subject in order to achieve the above object. / GenBank Accession No. NM_032728), or a methylation level of a gene selected from the group consisting of: And (b) comparing the expression level or the methylation level of the gene measured in step (a) with an expression level or methylation level of the same gene in a normal control sample. to provide.

본 발명의 다른 목적을 달성하기 위하여, 본 발명은 TP73(서열번호 9 / GenBank Accession No. NM_001126240), FANK1 (서열번호 10 / GenBank Accession No. NM_145235) 및 PPAPDC3(서열번호 11 / GenBank Accession No. NM_032728)로 이루어진 군에서 선택되는 어느 하나의 유전자의 발현수준 또는 메틸화 수준을 측정하는 제제를 포함하는 건선 진단용 조성물을 제공한다.
(GenBank Accession No. NM_001126240), FANK1 (SEQ ID NO: 10 / GenBank Accession No. NM_145235) and PPAPDC3 (SEQ ID NO: 11 / GenBank Accession No. NM_032728 ) Or an expression level or a methylation level of any one gene selected from the group consisting of < RTI ID = 0.0 > a < / RTI >

본 발명의 다른 목적을 달성하기 위하여, 본 발명은 TP73(서열번호 9 / GenBank Accession No. NM_001126240), FANK1 (서열번호 10 / GenBank Accession No. NM_145235) 및 PPAPDC3(서열번호 11 / GenBank Accession No. NM_032728)로 이루어진 군에서 선택되는 어느 하나의 유전자 발현 수준 또는 메틸화 수준을 측정하는 제제를 포함하는 건선 진단용 키트를 제공한다.
(GenBank Accession No. NM_001126240), FANK1 (SEQ ID NO: 10 / GenBank Accession No. NM_145235) and PPAPDC3 (SEQ ID NO: 11 / GenBank Accession No. NM_032728 ) Or an agent for measuring a gene expression level or a methylation level of a gene selected from the group consisting of: < RTI ID = 0.0 > a < / RTI >

이하 본 발명을 상세히 설명한다.
Hereinafter, the present invention will be described in detail.

본 발명은 (a) 피험자의 생물학적 샘플로부터 TP73(서열번호 9 / GenBank Accession No. NM_001126240), FANK1 (서열번호 10 / GenBank Accession No. NM_145235) 및 PPAPDC3(서열번호 11 / GenBank Accession No. NM_032728)로 이루어진 군에서 선택되는 어느 하나의 유전자의 발현 수준 또는 메틸화 수준을 측정하는 단계; 및 (b) 상기 (a) 단계에서 측정한 유전자의 발현 수준 또는 메틸화 수준을 정상 대조군 샘플의 동일 유전자의 발현 수준 또는 메틸화 수준과 비교하는 단계를 포함하는, 건선 진단에 필요한 정보를 제공하는 방법을 제공한다.
The present invention relates to a method of screening for (a) a polypeptide comprising the amino acid sequence of TP73 (SEQ ID NO: 9 / GenBank Accession No. NM_001126240), FANK1 (SEQ ID NO: 10 / GenBank Accession No. NM_145235) and PPAPDC3 (SEQ ID NO: 11 / GenBank Accession No. NM_032728) Measuring an expression level or a methylation level of any one gene selected from the group consisting of And (b) comparing the expression level or the methylation level of the gene measured in step (a) with an expression level or methylation level of the same gene in a normal control sample. to provide.

본 발명에서 상기 유전자의 발현 수준은 유전자의 mRNA 또는 단백질 발현 수준을 측정하는 방법일 수 있고, 더 바람직하게는 mRNA 발현 측정일 수 있다.In the present invention, the expression level of the gene may be a method of measuring the mRNA or protein expression level of the gene, and more preferably the mRNA expression measurement.

상기 발현 수준을 측정하는 방법은 공지의 mRNA 또는 단백질 발현 수준 측정 방법 일 수 있고, 그 예로 RT-PCR, 경쟁적 RT-PCR(competitive RT-PCR), 실시간 RT-PCR(Real-time RT-PCR), RNase 보호 분석법(RPA:RNase protection assay), 노던 블랏팅(northern blotting), DNA 마이크로어레이 칩, 웨스턴 블럿팅(Western Blotting), 효소면역분석법(enzyme-linked immunosorbent assay), 방사능면역분석법(RIA), 방사면역확산법, 오우크테로니 면역 확산법, 로케트 면역 전기영동, 면역조직화학, 면역침전법(immunoprecipitation), 보체 고정 분석법, 유세포 분석법(FACS) 및 단백질 칩으로 이루어진 군에서 선택되는 하나 이상의 방법일 수 있고, 가장 바람직하게는 실시간 RT-PCR일 수 있다.
For example, RT-PCR, competitive RT-PCR, real-time RT-PCR, and the like can be used to measure the expression level. , RNase protection assay (RPA), northern blotting, DNA microarray chip, Western blotting, enzyme-linked immunosorbent assay, radioimmunoassay (RIA) , One or more methods selected from the group consisting of radioimmunoprecipitation, Ouchteroni immunodiffusion, rocket immunoelectrophoresis, immunohistochemistry, immunoprecipitation, complement fixation, flow cytometry (FACS) and protein chips. And most preferably real-time RT-PCR.

유전자의 메틸화는 DNA 서열의 변동 없이 유전자의 불활성화를 초래하는 것으로 점 돌연변이, 유전자 결손 등의 유전자적 변화와 구분하여 후성학적 변화로 분류된다. 메틸화 수준의 변화는 과메틸화(hypermethylation), 과소메틸화(hypomethylation)을 모두 포함하는 것이다. 메틸화 수준의 변화는 주로 암과 관련하여 연구가 진행되고 있으며, 건선과 관련되어 CD+ T 세포내 특이적으로 과메틸화 되는 유전자에 관하여는 알려진 바가 없다.The methylation of a gene results in inactivation of the gene without variation in the DNA sequence, which is classified as a postmenopausal change by distinguishing it from genetic changes such as point mutations and genetic defects. Changes in methylation levels include both hypermethylation and hypomethylation. Changes in the level of methylation are mainly studied in relation to cancer, and there is no known gene that specifically hypermethylated in CD + T cells associated with psoriasis.

상기 메틸화 수준을 측정하는 방법은 MIRA(methylated-CpG island recovery assay), PCR, 메틸화 특이 PCR(methylation specific PCR), 실시간 메틸화 특이 PCR(real time methylation specific PCR), 메틸화 DNA 특이적 결합 단백질을 이용한 PCR, 정량 PCR, 파이로시퀀싱 및 바이설파이트 시퀀싱으로 이루어진 군에서 선택된 하나 이상의 방법에 의해 측정되는 것을 특징으로 하는 방법일 수 있고, 가장 바람직하게는 MIRA 일 수 있다.
Methods for measuring the methylation level include MIRA (methylated-CpG island recovery assay), PCR, methylation specific PCR, real time methylation specific PCR, PCR using methylated DNA specific binding protein , Quantitative PCR, pyrosequencing, and bisulfite sequencing, and most preferably may be a MIRA.

진단은 병리 상태의 존재 또는 특징을 확인하는 것을 말하며, 본 발명의 진단은 건선의 발병여부를 확인하는 것을 말한다.Diagnosis refers to confirming the presence or characteristic of a pathological condition, and the diagnosis of the present invention refers to confirming whether or not psoriasis has occurred.

상기 생물학적 샘플은 혈액, 소변, 세포 및 조직으로 이루어진 군에서 선택되는 하나 이상인 것을 특징으로 한다. 상기 세포는 측정대상의 유전자를 분리할 수 있는 세포이면 어떤 것이나 가능하나, 바람직하게는 CD4+ T 세포 일 수 있다.The biological sample may be at least one selected from the group consisting of blood, urine, cells, and tissues. The cell may be any cell capable of separating a gene to be measured, preferably, it may be a CD4 + T cell.

본 발명에서 "CD4+ T 세포"는 naive CD4+ T cell, Th1(T helper type I), Th2(T helper type 2), T helper type 17(Th17), iTreg 세포를 모두 총칭한다. 본 출원인은 negative 선별로 상기 총 T 세포들을 수집하여 실험을 진행했다(실시예 1-2 참조). naive CD4+ cell은 주변의 사이토킨 농도에 의해 Th1, Th2, Th17, iTreg로 분화하게 된다. Th1세포의 경우, 인터페론-감마, 인터루킨-12 등의 사이토킨에 의해 분화되고, Th2 세포의 경우, 인터루킨-4,2 등에 의해 분화된다. 또한 Th17 세포는 TGF-β, IL-6, IL-21, IL-23 등의 사이토킨에 의해 분화되고, iTreg 세포는 TGF-β, IL-2에 의해 분화된다.
In the present invention, "CD4 + T cell" is collectively referred to as naive CD4 + T cell, Th1 (T helper type I), Th2 (T helper type 2), T helper type 17 (Th17) and iTreg cells. Applicants collected the total T cells by negative selection and conducted the experiment (see Example 1-2). naive CD4 + cells are differentiated into Th1, Th2, Th17, and iTreg by surrounding cytokine concentrations. In the case of Th1 cells, they are differentiated by cytokines such as interferon-gamma and interleukin-12, and in the case of Th2 cells, they are differentiated by interleukin-4,2. In addition, Th17 cells are differentiated by cytokines such as TGF-β, IL-6, IL-21 and IL-23, and iTreg cells are differentiated by TGF-β and IL-2.

TP73(GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) 및 PPAPDC3(GenBank Accession No. NM_032728) 유전자들은 정상환자보다 건선환자에서 과메틸화 되는 유전자들이다(실시예 2-3 참조). 따라서 상기 유전자들의 메틸화 수준이 정상 대조군보다 높다면 건선으로 진단할 수 있다.The genes TP73 (GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) and PPAPDC3 (GenBank Accession No. NM_032728) are genes that are hypermethylated in psoriasis patients than normal patients (see Example 2-3). Therefore, if the methylation level of the genes is higher than that of the normal control, it can be diagnosed as psoriasis.

본 발명인들은 건선 환자와 정상군 환자로부터 Total CD4+ T cell을 분리하여, 상기 세포로부터 genomic DNA를 분리한 후, 메틸화(methylation) 된 DNA 분획들을 선별하여, mapping을 시도한 후, genome-wide 수준, 유전자 단위 수준으로 과메틸화(hypermethylation) 된 유전자들을 선별하였다. genome-wide 수준 분석에서 발견된 과메틸화 유전자들은 [표 2]에, 유전자 단위 수준 분석에서 발견된 과메틸화 유전자들은 [표 3]에 기재하였다. The present inventors isolated total CD4 + T cells from patients with psoriasis and normal subjects, isolated genomic DNA from the cells, selected methylated DNA fragments, attempted mapping, Genes that were hypermethylated at the gene unit level were selected. The methylation genes found in the genome-wide level analysis are shown in [Table 2], and the methylation genes found in the gene unit level analysis are listed in [Table 3].

DNA 메틸화는 DNA methyl transferase(DNMT)에 의해 CpG의 5’탄소 부위에 메틸기(-CH3)가 결합된 것이다. CpG dinucleotides가 여러 개 모여있는 CpG islands는 주로 promoter나 근처에 또는 exon의 시작 부위에 위치하는데 CpG islands에 메틸기(methyl)가 결합하면, mRNA 전사가 방해를 받아서 유전자 발현이 억제된다(박일석, Korean J Otorhinolaryngol-Head Neck Surg;52:943-8,2009). 실제로 [표 2]와 [표 3]에 나열한 유전자들 중, 임의로 TP73(GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) 및 PPAPDC3(GenBank Accession No. NM_032728) 유전자들을 선택하여, 이들의 mRNA 발현 수준을 측정해본 결과, 정상 환자군보다 mRNA 발현율이 현저히 낮았다. 메틸화를 억제하는 5-azacytidine를 건선 환자의 CD4+ T 세포에 처리하여, mRNA 발현을 측정한 결과, 5-azacytidine 비처리군에 비하여 발현율이 월등히 높아졌다. 즉, mRNA 발현을 억제하는 원인이 메틸화기작(methylation) 임을 확인할 수 있다(<실시예 3> 및 [도 3] 참조).DNA methylation is a DNA methyl transferase (DNMT) that binds a methyl group (-CH 3 ) to the 5 'carbon of CpG. CpG islands in which several CpG dinucleotides are clustered are located mainly at the promoter or at the beginning of the exon. When methyl is bonded to the CpG islands, mRNA transcription is interrupted and gene expression is suppressed (Park, Otorhinolaryngol-Head Neck Surg; 52: 943-8, 2009). Actually, genes TP73 (GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) and PPAPDC3 (GenBank Accession No. NM_032728) are selected from among the genes listed in [Table 2] and [Table 3] As a result of measuring the level of mRNA expression, mRNA expression rate was significantly lower than that of normal patients. The expression of 5-azacytidine, an inhibitor of methylation, on CD4 + T cells of psoriatic patients and mRNA expression was significantly higher than that of the 5-azacytidine-untreated group. That is, it can be confirmed that methylation is the cause of inhibiting mRNA expression (Examples 3 and 3).

또한, 메틸화가 유전자 프로모터에서 일어나 그 활성을 억제하는지 여부를 유전자 TR73으로 실험한 결과, 메틸화가 프로모터의 활성을 감소시킨다는 것을 확인하였다(<실시예 4> 및 [도 4] 참조).Further, it was confirmed by the gene TR73 that methylation occurs in the gene promoter and inhibits its activity, and it was confirmed that methylation decreased the activity of the promoter (see Example 4 and Fig. 4).

따라서 정상 대조군 보다 TP73(GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) 또는 PPAPDC3(GenBank Accession No. NM_032728) 유전자의 발현 수준이 낮다면, 건선으로 진단할 수 있다.
Therefore, if the expression level of TP73 (GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) or PPAPDC3 (GenBank Accession No. NM_032728) gene is lower than that of normal control, it can be diagnosed as psoriasis.

또한, 상기 3가지 유전자 중 어느 하나 유전자 외에 하기 나열한 유전자 중 하나 이상의 유전자를 택하여 발현수준 또는 메틸화 수준을 측정하는 단계를 추가적으로 포함하는 것을 특징으로 한다. In addition, the method may further include the step of measuring the expression level or the methylation level by selecting one or more genes among the genes listed below in addition to any one of the three genes.

추가로 측정 대상이 되는 유전자로는 HOXA5(GenBank Accession No. NM_019102), TPTE (GenBank Accession No. NM_199260), SPESP1(GenBank Accession No. NM_145658), MIR200A(GenBank Accession No. NR_029834), NADK(GenBank Accession No. NM_001198995), LOC100130417(GenBank Accession No. NR_026874), MIR663B(GenBank Accession No. NR_031608), ANKRD30BL(GenBank Accession No. NR_027020), UCN(GenBank Accession No. NM_003353), LOC100130872(GenBank Accession No. NR_024569), SPON2(GenBank Accession No. NM_001199021), MIR1229(GenBank Accession No. NR_031598), C6orf201(GenBank Accession No. NM_001085401), MEST(GenBank Accession No. NM_002402), SOHLH1(GenBank Accession No. NM_001101677), SYCE1(GenBank Accession No. NM_001143763), ANKRD30A(GenBank Accession No. NM_052997), KCNQ1DN(GenBank Accession No. NR_024627), AGAP2(GenBank Accession No. NM_001122772), TDRD9(GenBank Accession No. NM_153046), FAM181A(GenBank Accession No. NM_001207074), KLHL33(GenBank Accession No. NM_001109997), REREP3(GenBank Accession No. NR_033735), NOX5(GenBank Accession No. NR_033671), NCRNA00273(GenBank Accession No. NR_038368), ALOX12(GenBank Accession No. NM_000697), MIR3187(GenBank Accession No. NR_036154), LOC100288123(GenBank Accession No. NR_034114), EXOC3L2(GenBank Accession No. NM_138568), MIR4745(GenBank Accession No. NR_039900), C19orf77(GenBank Accession No. NM_001136503), C19orf34(GenBank Accession No. NR_033400), MIR663(GenBank Accession No. NR_030386), C20orf177(GenBank Accession No. NM_001190826), GNAS(GenBank Accession No. NR_003259), TTLL10(GenBank Accession No. NM_153254), FAM132A(GenBank Accession No. NM_001014980), C1orf146(GenBank Accession No. NM_001012425), EIF2B3(GenBank Accession No. NM_020365), CCDC27(GenBank Accession No. NM_152492), CROCCL1(GenBank Accession No. NR_026752), FAM58B(GenBank Accession No. NM_001105517), TMEM61(GenBank Accession No. NM_182532), OBSCN(GenBank Accession No. NM_052843), OBSCN(GenBank Accession No. NM_001098623), GPR25(GenBank Accession No. NM_005298), C1orf170(GenBank Accession No. NR_027693), FGR(GenBank Accession No. NM_005248), HSPA7(GenBank Accession No. NR_024151), PER3(GenBank Accession No. NM_016831), CLDN19(GenBank Accession No. NM_001123395), MMEL1(GenBank Accession No. NM_033467), PLEKHN1(GenBank Accession No. NM_032129), GPR37L1(GenBank Accession No. NM_004767), SLC25A44(GenBank Accession No. NM_014655), ICMT(GenBank Accession No. NM_012405), KLF17(GenBank Accession No. NM_173484), AFARP1(GenBank Accession No. NR_002796), HIST3H3(GenBank Accession No. NM_003493), OR2L13(GenBank Accession No. NM_175911), PVRL4(GenBank Accession No. NM_030916), EPS8L3(GenBank Accession No. NM_139053), CLCNKA(GenBank Accession No. NM_004070), NCRNA00164(GenBank Accession No. NR_027020), UCN(GenBank Accession No. NM_003353), KRTCAP3(GenBank Accession No. NM_173853), NCRNA00164(GenBank Accession No. NR_027019), ANKMY1(GenBank Accession No. NM_016552), TEKT4(GenBank Accession No. NM_144705), LOC654433(GenBank Accession No. NR_015377), DNAJC5G(GenBank Accession No. NM_173650), C2orf54(GenBank Accession No. NM_001085437), ALPPL2(GenBank Accession No. NM_031313), KLHL30(GenBank Accession No. NM_198582), POTEF(GenBank Accession No. NM_001099771), BOLL(GenBank Accession No. NM_033030), RGPD4(GenBank Accession No. NM_182588), TUBA3D(GenBank Accession No. NM_080386), ARHGEF4(GenBank Accession No. NM_032995), RGPD3(GenBank Accession No. NM_001144013), CRYGA(GenBank Accession No. NM_014617), PRLH(GenBank Accession No. NM_015893), LOC401010(GenBank Accession No. NR_002826), MFSD2B(GenBank Accession No. NM_001080473), EMILIN1(GenBank Accession No. NM_007046), SCTR(GenBank Accession No. NM_002980), C2orf39(GenBank Accession No. NM_145038), NT5DC2(GenBank Accession No. NM_022908), PRR23C(GenBank Accession No. NM_001134657), ITIH4(GenBank Accession No. NM_002218), DPPA2(GenBank Accession No. NM_138815), RARRES1(GenBank Accession No. NM_206963), GRK7(GenBank Accession No. NM_139209), TM4SF19(GenBank Accession No. NM_138461), OSTalpha(GenBank Accession No. NM_152672), AMT(GenBank Accession No. NM_000481), PRSS50(GenBank Accession No. NM_013270), HTR3E(GenBank Accession No. NM_182589), EIF4E3(GenBank Accession No. NM_173359), PLXNA1(GenBank Accession No. NM_032242), DAZL(GenBank Accession No. NM_001351), PRR23A(GenBank Accession No. NM_001134659), SLC6A11(GenBank Accession No. NM_014229), PRSS42(GenBank Accession No. NM_182702), LOC100130872(GenBank Accession No. NR_024569), DCAF4L1(GenBank Accession No. NM_001029955), C4orf44(GenBank Accession No. NM_001042690), TRIM60(GenBank Accession No. NM_152620), FAM92A3(GenBank Accession No. NR_003612), ADAD1(GenBank Accession No. NM_139243), RBM46(GenBank Accession No. NM_144979), OTOP1(GenBank Accession No. NM_177998), SLC26A1(GenBank Accession No. NM_213613), RNF212(GenBank Accession No. NM_001131034), LOC650293(GenBank Accession No. NM_001040071), ZNF595(GenBank Accession No. NM_182524), FRG1(GenBank Accession No. NM_004477), YTHDC1(GenBank Accession No. NM_001031732), NAP1L5(GenBank Accession No. NM_153757), COX7B2(GenBank Accession No. NM_130902), FTMT(GenBank Accession No. NM_177478), LRRC14B(GenBank Accession No. NM_001080478), SLC25A2(GenBank Accession No. NM_031947), CMYA5(GenBank Accession No. NM_153610), SLC6A19(GenBank Accession No. NM_001003841), IL3(GenBank Accession No. NM_000588), C5orf47(GenBank Accession No. NM_001144954), DND1(GenBank Accession No. NM_194249), CDX1(GenBank Accession No. NM_001804), SLC45A2(GenBank Accession No. NM_016180), CDH9(GenBank Accession No. NM_016279), FAM170A(GenBank Accession No. NM_182761), PDLIM4(GenBank Accession No. NM_003687), PFN3(GenBank Accession No. NM_001029886), ZDHHC11(GenBank Accession No. NM_024786), LOC134466(GenBank Accession No. NR_026867), PPP1R2P3(GenBank Accession No. NR_002168), GMCL1L(GenBank Accession No. NR_003281), PLEKHG4B(GenBank Accession No. NM_052909), IRX2(GenBank Accession No. NM_033267), C6orf201(GenBank Accession No. NM_001085401), HIST1H1A(GenBank Accession No. NM_005325), DUSP22(GenBank Accession No. NM_020185), HDGFL1(GenBank Accession No. NM_138574), DDX43(GenBank Accession No. NM_018665), PLAGL1(GenBank Accession No. NM_006718), HIST1H4G(GenBank Accession No. NM_003547), DPPA5(GenBank Accession No. NM_001025290), FAM50B(GenBank Accession No. NM_012135), FRMD1(GenBank Accession No. NM_024919), PNLDC1(GenBank Accession No. NM_173516), TDRD6(GenBank Accession No. NM_001010870), HUS1B(GenBank Accession No. NM_148959), ID4(GenBank Accession No. NM_001546), MCART3P(GenBank Accession No. NR_026540), C6orf221(GenBank Accession No. NM_001017361), MEST(GenBank Accession No. NM_002402), BHLHA15(GenBank Accession No. NM_177455), NOBOX(GenBank Accession No. NM_001080413), HOXA4(GenBank Accession No. NM_002141), GPR146(GenBank Accession No. NM_138445), ZNF716(GenBank Accession No. NM_001159279), RAMP3(GenBank Accession No. NM_005856), AMZ1(GenBank Accession No. NM_133463), SGCE(GenBank Accession No. NM_001099401), ELFN1(GenBank Accession No. NM_001128636), CPA1(GenBank Accession No. NM_001868), AMAC1L2(GenBank Accession No. NM_054028), TSPYL5(GenBank Accession No. NM_033512), KIAA1875(GenBank Accession No. NR_024207), DCAF4L2(GenBank Accession No. NM_152418), SLC39A4(GenBank Accession No. NM_017767), HTRA4(GenBank Accession No. NM_153692), POTEA(GenBank Accession No. NM_001005365), PTP4A3(GenBank Accession No. NM_032611), CSMD3(GenBank Accession No. NM_198124), NRBP2(GenBank Accession No. NM_178564), LOC100130274(GenBank Accession No. NM_001162914), C8orf73(GenBank Accession No. NM_001100878), GPIHBP1(GenBank Accession No. NM_178172), LY6D(GenBank Accession No. NM_003695), GPT(GenBank Accession No. NM_005309), MAPK15(GenBank Accession No. NM_139021), LRRC24(GenBank Accession No. NM_001024678), RP1L1(GenBank Accession No. NM_178857), SLC45A4(GenBank Accession No. NM_001080431), SNX16(GenBank Accession No. NM_022133), SOHLH1(GenBank Accession No. NM_001012415), EGFL7(GenBank Accession No. NM_016215), PTGDS(GenBank Accession No. NM_000954), NPR2(GenBank Accession No. NM_003995), DBH(GenBank Accession No. NM_000787), NR5A1(GenBank Accession No. NM_004959), FAM166A(GenBank Accession No. NM_001001710), C9orf135(GenBank Accession No. NM_001010940), MAMDC4(GenBank Accession No. NM_206920), CARD9(GenBank Accession No. NM_052813), OR13J1(GenBank Accession No. NM_001004487), C9orf152(GenBank Accession No. NM_001012993), POMT1(GenBank Accession No. NM_001136113), TMC1(GenBank Accession No. NM_138691), CACNA1B(GenBank Accession No. NM_000718), PRKACG(GenBank Accession No. NM_002732), PAEP(GenBank Accession No. NM_001018049), S1PR3(GenBank Accession No. NM_005226), SNORD62A(GenBank Accession No. NR_002914), ANKRD30A(GenBank Accession No. NM_052997), C10orf116(GenBank Accession No. NM_006829), GPR26(GenBank Accession No. NM_153442), CTBP2(GenBank Accession No. NM_022802), CCNY(GenBank Accession No. NM_181698), PNLIPRP2(GenBank Accession No. NM_005396), PYROXD2(GenBank Accession No. NM_032709), GDF2(GenBank Accession No. NM_016204), MMP21(GenBank Accession No. NM_147191), CALML3(GenBank Accession No. NM_005185), JAKMIP3(GenBank Accession No. NM_001105521), ANKRD2(GenBank Accession No. NM_020349), C10orf108(GenBank Accession No. NR_027152), IDI2(GenBank Accession No. NM_033261), RBP3(GenBank Accession No. NM_002900), TUBB8(GenBank Accession No. NM_177987), TUBGCP2(GenBank Accession No. NM_006659), KCNQ1DN(GenBank Accession No. NR_024627), LOC441601(GenBank Accession No. NR_003034), SPDYC(GenBank Accession No. NM_001008778), CD248(GenBank Accession No. NM_020404), TSSC4(GenBank Accession No. NM_005706), H19(GenBank Accession No. NR_002196), LDHAL6A(GenBank Accession No. NM_144972), FOXR1(GenBank Accession No. NM_181721), PKP3(GenBank Accession No. NM_007183), MS4A15(GenBank Accession No. NM_001098835), MRGPRE(GenBank Accession No. NM_001039165), MUC6(GenBank Accession No. NM_005961), LSP1(GenBank Accession No. NM_002339), TNNT3(GenBank Accession No. NM_006757), TP53AIP1(GenBank Accession No. NM_022112), CATSPER1(GenBank Accession No. NM_053054), TAGLN(GenBank Accession No. NM_001001522), CABP2(GenBank Accession No. NM_016366), GNG3(GenBank Accession No. NM_012202), CEND1(GenBank Accession No. NM_016564), FOLR3(GenBank Accession No. NM_000804), TMEM218(GenBank Accession No. NM_001080546), TBX10(GenBank Accession No. NM_005995), SCGB2A1(GenBank Accession No. NM_002407), C11orf36(GenBank Accession No. NR_027138), DRD4(GenBank Accession No. NM_000797), MUC2(GenBank Accession No. NM_002457), AGAP2(GenBank Accession No. NM_001122772), RPL13AP20(GenBank Accession No. NR_003932), FIGNL2(GenBank Accession No. NM_001013690), ACRBP(GenBank Accession No. NM_032489), SLC6A12(GenBank Accession No. NM_003044), KRT3(GenBank Accession No. NM_057088), TUBGCP3(GenBank Accession No. NM_006322), SOHLH2(GenBank Accession No. NM_017826), ATP4B(GenBank Accession No. NM_000705), RNF17(GenBank Accession No. NM_031277), TUBA3C(GenBank Accession No. NM_006001), CSNK1A1L(GenBank Accession No. NM_145203), DLEU7(GenBank Accession No. NM_198989), TDRD9(GenBank Accession No. NM_153046), DIO3(GenBank Accession No. NM_001362), COX8C(GenBank Accession No. NM_182971), ASPG(GenBank Accession No. NM_001080464), MGC23270(GenBank Accession No. NR_024396), RPL13AP3(GenBank Accession No. NR_004844), RPS6KL1(GenBank Accession No. NM_031464), ACOT4(GenBank Accession No. NM_152331), CMTM5(GenBank Accession No. NM_138460), INF2(GenBank Accession No. NM_022489), AMN(GenBank Accession No. NM_030943), ABHD12B(GenBank Accession No. NM_181533), TBPL2(GenBank Accession No. NM_199047), PSMB11(GenBank Accession No. NM_001099780), CATSPER2(GenBank Accession No. NM_054020), LOC390594(GenBank Accession No. NM_001101362), C15orf2(GenBank Accession No. NM_018958), PCSK6(GenBank Accession No. NM_002570), C15orf60(GenBank Accession No. NM_001042367), SNORD115-6(GenBank Accession No. NR_003298), SNORD115-17(GenBank Accession No. NR_003309), RASL12(GenBank Accession No. NM_016563), SNORD115-32(GenBank Accession No. NR_003347), SNORD115-31(GenBank Accession No. NR_003346), LASS3(GenBank Accession No. NM_178842), SNORD115-37(GenBank Accession No. NR_003352), LDHAL6B(GenBank Accession No. NM_033195), GABRB3(GenBank Accession No. NM_000814), SNORD115-25(GenBank Accession No. NR_003342), SLC28A2(GenBank Accession No. NM_004212), ZNF469(GenBank Accession No. NM_001127464), CCDC154(GenBank Accession No. NM_001143980), TESSP1(GenBank Accession No. NM_001135086), ELMO3(GenBank Accession No. NM_024712), ZSCAN10(GenBank Accession No. NM_032805), PDIA2(GenBank Accession No. NM_006849), LOC146336(GenBank Accession No. NR_027242), CLDN9(GenBank Accession No. NM_020982), CLDN6(GenBank Accession No. NM_021195), IGFALS(GenBank Accession No. NM_001146006), IL34(GenBank Accession No. NM_152456), NAT15(GenBank Accession No. NM_001083601), SSTR5(GenBank Accession No. NM_001053), DNASE1L2(GenBank Accession No. NM_001374), MSLN(GenBank Accession No. NM_005823), CMTM1(GenBank Accession No. NM_052999), FBRS(GenBank Accession No. NM_001105079), ZNF597(GenBank Accession No. NM_152457), SLC5A11(GenBank Accession No. NM_052944), IL17C(GenBank Accession No. NM_013278), FAM18A(GenBank Accession No. NM_001079512), TPSG1(GenBank Accession No. NM_012467), GPR97(GenBank Accession No. NM_170776), PRM2(GenBank Accession No. NM_002762), JMJD8(GenBank Accession No. NM_001005920), ADAD2(GenBank Accession No. NM_139174), C16orf81(GenBank Accession No. NR_024347), TPSD1(GenBank Accession No. NM_012217), ADCY7(GenBank Accession No. NM_001114), ZG16B(GenBank Accession No. NM_145252), CHST5(GenBank Accession No. NM_024533), PRR25(GenBank Accession No. NM_001013638), ABCA3(GenBank Accession No. NM_001089), CCDC79(GenBank Accession No. NM_001136505), WDR59(GenBank Accession No. NM_030581), GLIS2(GenBank Accession No. NM_032575), MT1L(GenBank Accession No. NR_001447), TMPRSS8(GenBank Accession No. NR_026864), TMC7(GenBank Accession No. NM_024847), DNASE1(GenBank Accession No. NM_005223), ALOX12(GenBank Accession No. NM_000697), KCNAB3(GenBank Accession No. NM_004732), DYSFIP1(GenBank Accession No. NM_001007533), QRICH2(GenBank Accession No. NM_032134), FSCN2(GenBank Accession No. NM_012418), CACNG1(GenBank Accession No. NM_000727), TMEM88(GenBank Accession No. NM_203411), UTS2R(GenBank Accession No. NM_018949), HSPB9(GenBank Accession No. NM_033194), NLGN2(GenBank Accession No. NM_020795), FOXO3B(GenBank Accession No. NR_026718), FLJ36000(GenBank Accession No. NR_027084), RPH3AL(GenBank Accession No. NM_006987), GGT6(GenBank Accession No. NM_001122890), RAB34(GenBank Accession No. NM_031934), SHISA6(GenBank Accession No. NM_207386), GPR172B(GenBank Accession No. NM_001104577), SLFN13(GenBank Accession No. NM_144682), HSF5(GenBank Accession No. NM_001080439), ENPP7(GenBank Accession No. NM_178543), AIPL1(GenBank Accession No. NM_014336), AMAC1(GenBank Accession No. NM_152462), KCTD11(GenBank Accession No. NM_001002914), WSB1(GenBank Accession No. NM_015626), SERPINF1(GenBank Accession No. NM_002615), ULK2(GenBank Accession No. NM_014683), TBX4(GenBank Accession No. NM_018488), CCDC144NL(GenBank Accession No. NM_001004306), KCNG2(GenBank Accession No. NM_012283), RNF138(GenBank Accession No. NM_016271), ANKRD30B(GenBank Accession No. NM_001145029), PSMA8(GenBank Accession No. NM_144662), CNDP1(GenBank Accession No. NM_032649), EXOC3L2(GenBank Accession No. NM_138568), C19orf77(GenBank Accession No. NM_001136503), C19orf34(GenBank Accession No. NM_152771), FZR1(GenBank Accession No. NM_001136198), TMPRSS9(GenBank Accession No. NM_182973), ZNF558(GenBank Accession No. NM_144693), PLVAP(GenBank Accession No. NM_031310), YJEFN3(GenBank Accession No. NM_198537), CCDC155(GenBank Accession No. NM_144688), TMEM86B(GenBank Accession No. NM_173804), SPACA4(GenBank Accession No. NM_133498), PRR22(GenBank Accession No. NM_001134316), ELANE(GenBank Accession No. NM_001972), ACPT(GenBank Accession No. NM_033068), PSPN(GenBank Accession No. NM_004158), WDR88(GenBank Accession No. NM_173479), PLIN4(GenBank Accession No. NM_001080400), OR10H1(GenBank Accession No. NM_013940), CCDC105(GenBank Accession No. NM_173482), SNORD37(GenBank Accession No. NR_002602), DUS3L(GenBank Accession No. NM_020175), CBLC(GenBank Accession No. NM_012116), LGALS4(GenBank Accession No. NM_006149), COX7A1(GenBank Accession No. NM_001864), KCNA7(GenBank Accession No. NM_031886), NTN5(GenBank Accession No. NM_145807), SNORD35A(GenBank Accession No. NR_000018), FFAR2(GenBank Accession No. NM_005306), ZSCAN1(GenBank Accession No. NM_182572), LOC126536(GenBank Accession No. NR_026828), LYPD4(GenBank Accession No. NM_173506), DMRTC2(GenBank Accession No. NM_001040283), ACTL9(GenBank Accession No. NM_178525), TDRD12(GenBank Accession No. NM_001110822), CAPS(GenBank Accession No. NM_004058), PGLYRP1(GenBank Accession No. NM_005091), CAPN12(GenBank Accession No. NM_144691), FAM83E(GenBank Accession No. NM_017708), NLRP4(GenBank Accession No. NM_134444), PPAP2C(GenBank Accession No. NM_003712), UPK1A(GenBank Accession No. NM_007000), INSL3(GenBank Accession No. NM_005543), KCNJ14(GenBank Accession No. NM_170720), ODF3L2(GenBank Accession No. NM_182577), PLK5P(GenBank Accession No. NR_026557), AURKC(GenBank Accession No. NM_001015878), ECH1(GenBank Accession No. NM_001398), SRMS(GenBank Accession No. NM_080823), FRG1B(GenBank Accession No. NR_003579), SSTR4(GenBank Accession No. NM_001052), SLC12A5(GenBank Accession No. NM_020708), L3MBTL(GenBank Accession No. NM_032107), TCEA2(GenBank Accession No. NM_198723), FAM83C(GenBank Accession No. NM_178468), PHF20(GenBank Accession No. NM_016436), COX4I2(GenBank Accession No. NM_032609), CTCFL(GenBank Accession No. NM_080618), SALL4(GenBank Accession No. NM_020436), SLC13A3(GenBank Accession No. NM_022829), MYL9(GenBank Accession No. NM_006097), ADRA1D(GenBank Accession No. NM_000678), RTEL1(GenBank Accession No. NM_032957), BIRC7(GenBank Accession No. NM_139317), AIRE(GenBank Accession No. NM_000383), TFF1(GenBank Accession No. NM_003225), KRTAP10-6(GenBank Accession No. NM_198688), FTCD(GenBank Accession No. NM_006657), IGSF5(GenBank Accession No. NM_001080444), POTED(GenBank Accession No. NM_174981), PLAC4(GenBank Accession No. NM_182832), SNORA80(GenBank Accession No. NR_002996), MOV10L1(GenBank Accession No. NM_018995), HORMAD2(GenBank Accession No. NM_152510), LOC400931(GenBank Accession No. NR_027033), CACNA1I(GenBank Accession No. NM_021096), TMEM211(GenBank Accession No. NM_001001663), BAIAP2L2(GenBank Accession No. NM_025045), GSC2(GenBank Accession No. NM_005315), SUSD2(GenBank Accession No. NM_019601), GGT1(GenBank Accession No. NM_005265), RFPL2(GenBank Accession No. NM_001098527), MCHR1(GenBank Accession No. NM_005297), MAPK8IP2(GenBank Accession No. NM_012324), CHADL(GenBank Accession No. NM_138481), RGL4(GenBank Accession No. NM_153615), TCF20(GenBank Accession No. NM_005650), OTUD6A(GenBank Accession No. NM_207320), FAM9A(GenBank Accession No. NM_174951), RAB40AL(GenBank Accession No. NM_001031834), CT45A1(GenBank Accession No. NM_001017417), GJB1(GenBank Accession No. NM_000166), YY2(GenBank Accession No. NM_206923), FAM9B(GenBank Accession No. NM_205849)이 있다.GenBank Accession No. NM_019102), TPTE (GenBank Accession No. NM_199260), SPESP1 (GenBank Accession No. NM_145658), MIR200A (GenBank Accession No. NR_029834), NADK (GenBank Accession No. NR_026874), MOC663B (GenBank Accession No. NR_031608), ANKRD30BL (GenBank Accession No. NR_027020), UCN (GenBank Accession No. NM_003353), LOC100130872 (GenBank Accession No. NR_024569), SPON2 (GenBank Accession No. NM_001199021), MIR1229 (GenBank Accession No. NR_031598), C6orf201 (GenBank Accession No. NM_001085401), MEST (GenBank Accession No. NM_002402), SOHLH1 (GenBank Accession No. NM_001101677), SYCE1 (GenBank Accession No. (GenBank Accession No. NM_052997), KCNQ1DN (GenBank Accession No. NR_024627), AGAP2 (GenBank Accession No. NM_001122772), TDRD9 (GenBank Accession No. NM_153046), FAM181A (GenBank Accession No. NM_001207074), KLHL33 GenBank Accession No. NM_001109997), REREP3 (GenBank k Accession No. NR_033735), NOX5 (GenBank Accession No. Nos. GenBank Accession No. NR_038678), ALOX12 (GenBank Accession No. NM_000697), MIR3187 (GenBank Accession No. NR_036154), LOC100288123 (GenBank Accession No. NR_034114), EXOC3L2 (GenBank Accession No. NM_138568), MIR4745 GenBank Accession No. NR_039900), C19orf77 (GenBank Accession No. NM_001136503), C19orf34 (GenBank Accession No. NR_033400), MIR663 (GenBank Accession No. NR_030386), C20orf177 (GenBank Accession No. NM_001190826), GNAS (GenBank Accession No. NR_003259 ), TTLL10 (GenBank Accession No. NM_153254), FAM132A (GenBank Accession No. NM_001014980), C1orf146 (GenBank Accession No. NM_001012425), EIF2B3 (GenBank Accession No. NM_020365), CCDC27 (GenBank Accession No. NM_152492), CROCCL1 Accession No. NR_026752), FAM58B (GenBank Accession No. NM_001105517), TMEM61 (GenBank Accession No. NM_182532), OBSCN (GenBank Accession No. NM_052843), OBSCN (GenBank Accession No. NM_001098623), GPR25 (GenBank Accession No. NM_005298) , C1OrF 170 (GenBank Accession No. NR_027693), FGR (Ge nBank Accession No. (GenBank Accession No. NM_032129), GPR37L1 (GenBank Accession No. NM_032129), HSPA7 (GenBank Accession No. NR_024151), PER3 (GenBank Accession No. NM_016831), CLDN19 (GenBank Accession No. NM_001123395), MMEL1 GenBank Accession No. NM_004767), SLC25A44 (GenBank Accession No. NM_014655), ICMT (GenBank Accession No. NM_012405), KLF17 (GenBank Accession No. NM_173484), AFARP1 (GenBank Accession No. NR_002796), HIST3H3 ), OR2L13 (GenBank Accession No. NM_175911), PVRL4 (GenBank Accession No. NM_030916), EPS8L3 (GenBank Accession No. NM_139053), CLCNKA (GenBank Accession No. NM_004070), NCRNA00164 (GenBank Accession No. NR_027020), UCN Accession No. NM_003353), KRTCAP3 (GenBank Accession No. NM_173853), NCRNA00164 (GenBank Accession No. NR_027019), ANKMY1 (GenBank Accession No. NM_016552), TEKT4 (GenBank Accession No. NM_144705), LOC654433 (GenBank Accession No. NR_015377) , DNAJC5G (GenBank Accession No. NM_173650), C2orf54 (GenBank Accession No. NM_001 085437), ALPPL2 (GenBank Accession No. &lt; / RTI &gt; GenBank Accession No. NM_031313), KLHL30 (GenBank Accession No. NM_198582), POTEF (GenBank Accession No. NM_001099771), BOLL (GenBank Accession No. NM_033030), RGPD4 (GenBank Accession No. NM_182588), TUBA3D (GenBank Accession No. NM_080386), ARHGEF4 GenBank Accession No. NM_032995), RGPD3 (GenBank Accession No. NM_001144013), CRYGA (GenBank Accession No. NM_014617), PRLH (GenBank Accession No. NM_015893), LOC401010 (GenBank Accession No. NR_002826), MFSD2B (GenBank Accession No. NM_001080473 GenBank Accession No. NM_007046), SCTR (GenBank Accession No. NM_002980), C2orf39 (GenBank Accession No. NM_145038), NT5DC2 (GenBank Accession No. NM_022908), PRR23C (GenBank Accession No. NM_001134657), ITIH4 Accession No. NM_002218), DPPA2 (GenBank Accession No. NM_138815), RARRES1 (GenBank Accession No. NM_206963), GRK7 (GenBank Accession No. NM_139209), TM4SF19 (GenBank Accession No. NM_138461), OSTalpha (GenBank Accession No. NM_152672) , AMT (GenBank Accession No. NM_000481), PRSS50 (GenBank Accession No. NM_013270), HTR3E (GenBank Accession No. &lt; / RTI &gt; (GenBank Accession No. NM_014229), PRSS23 (GenBank Accession No. NM_014229), PRZ23A (GenBank Accession No. NM_001134659), SLC6A11 (GenBank Accession No. NM_014229) GenBank Accession No. NM_182702), LOC100130872 (GenBank Accession No. NR_024569), DCAF4L1 (GenBank Accession No. NM_001029955), C4orf44 (GenBank Accession No. NM_001042690), TRIM60 (GenBank Accession No. NM_152620), FAM92A3 ), ADAD1 (GenBank Accession No. NM_139243), RBM46 (GenBank Accession No. NM_144979), OTOP1 (GenBank Accession No. NM_177998), SLC26A1 (GenBank Accession No. NM_213613), RNF212 (GenBank Accession No. NM_001131034), LOC650293 Accession No. NM_001040071), ZNF595 (GenBank Accession No. NM_182524), FRG1 (GenBank Accession No. NM_004477), YTHDC1 (GenBank Accession No. NM_001031732), NAP1L5 (GenBank Accession No. NM_153757), COX7B2 (GenBank Accession No. NM_130902) , FTMT (GenBank Accession No. NM_177478), LRRC14B (GenBank Access ion No. GenBank Accession No. NM_031947), CMYA5 (GenBank Accession No. NM_153610), SLC6A19 (GenBank Accession No. NM_001003841), IL3 (GenBank Accession No. NM_000588), C5orf47 (GenBank Accession No. NM_001144954), DND1 GenBank Accession No. NM_194249), CDX1 (GenBank Accession No. NM_001804), SLC45A2 (GenBank Accession No. NM_016180), CDH9 (GenBank Accession No. NM_016279), FAM170A (GenBank Accession No. NM_182761), PDLIM4 ), PFN3 (GenBank Accession No. NM_001029886), ZDHHC11 (GenBank Accession No. NM_024786), LOC134466 (GenBank Accession No. NR_026867), PPP1R2P3 (GenBank Accession No. NR_002168), GMCL1L (GenBank Accession No. NR_003281), PLEKHG4B Accession No. NM_052909), IRX2 (GenBank Accession No. NM_033267), C6orf201 (GenBank Accession No. NM_001085401), HIST1H1A (GenBank Accession No. NM_005325), DUSP22 (GenBank Accession No. NM_020185), HDGFL1 (GenBank Accession No. NM_138574) , DDX43 (GenBank Accession No. NM_018665), PLAGL1 (GenBank Accession No. GenBank Accession No. NM_003547), DPBA5 (GenBank Accession No. NM_001025290), FAM50B (GenBank Accession No. NM_012135), FRMD1 (GenBank Accession No. NM_024919), PNLDC1 (GenBank Accession No. NM_173516), TDRD6 GenBank Accession No. NM_001010870), HUS1B (GenBank Accession No. NM_148959), ID4 (GenBank Accession No. NM_001546), MCART3P (GenBank Accession No. NR_026540), C6orf221 (GenBank Accession No. NM_001017361) , GenBank Accession No. NM_001080413, GenBank Accession No. NM_001080413), HOXA4 (GenBank Accession No. NM_002141), GPR146 (GenBank Accession No. NM_138445), ZNF716 (GenBank Accession No. NM_001159279), RAMP3 Accession No. NM_005856), AMZ1 (GenBank Accession No. NM_133463), SGCE (GenBank Accession No. NM_001099401), ELFN1 (GenBank Accession No. NM_001128636), CPA1 (GenBank Accession No. NM_001868), AMAC1L2 (GenBank Accession No. NM_054028) , TSPYL5 (GenBank Accession No. NM_033512), KIAA1875 (GenBank Accession No. NR_02 4207), DCAF4L2 (GenBank Accession No. GenBank Accession No. NM_017767), HTRA4 (GenBank Accession No. NM_153692), POTEA (GenBank Accession No. NM_001005365), PTP4A3 (GenBank Accession No. NM_032611), CSMD3 (GenBank Accession No. NM_198124), NRBP2 (GenBank Accession No. NM_0079564), GPT (GenBank Accession No. NM_0053064), GenBank Accession No. NM_0059564), LOC100130274 , GenBank Accession No. NM_022133), SOHLH1 (GenBank Accession No. NM_001080431), MAPK15 (GenBank Accession No. NM_139021), LRRC24 (GenBank Accession No. NM_001024678), RP1L1 (GenBank Accession No. NM_178857), SLC45A4 Accession No. NM_001012415), EGFL7 (GenBank Accession No. NM_016215), PTGDS (GenBank Accession No. NM_000954), NPR2 (GenBank Accession No. NM_003995), DBH (GenBank Accession No. NM_000787), NR5A1 (GenBank Accession No. NM_004959) , FAM166A (GenBank Accession No. NM_001001710), C9orf135 (GenBank Accession No. N M_001010940), MAMDC4 (GenBank Accession No. (GenBank Accession No. NM_052813), OR13J1 (GenBank Accession No. NM_001004487), C9orf152 (GenBank Accession No. NM_001012993), POMT1 (GenBank Accession No. NM_001136113), TMC1 (GenBank Accession No. NM_13691), CACNA1B GenBank Accession No. NM_000718), PRKACG (GenBank Accession No. NM_002732), PAEP (GenBank Accession No. NM_001018049), S1PR3 (GenBank Accession No. NM_005226), SNORD62A (GenBank Accession No. NR_002914), ANKRD30A (GenBank Accession No. NM_052997 ), C10orf116 (GenBank Accession No. NM_006829), GPR26 (GenBank Accession No. NM_153442), CTBP2 (GenBank Accession No. NM_022802), CCNY (GenBank Accession No. NM_181698), PNLIPRP2 (GenBank Accession No. NM_005396), PYROXD2 Accession No. NM_032709), GDF2 (GenBank Accession No. NM_016204), MMP21 (GenBank Accession No. NM_147191), CALML3 (GenBank Accession No. NM_005185), JAKMIP3 (GenBank Accession No. NM_001105521), ANKRD2 (GenBank Accession No. NM_020349) , C10orf108 (GenBank Accession No. NR_027152), IDI2 (GenBank Accession No. NM_033261), RBP3 (GenBank Accession No. 2). TUBB8 (GenBank Accession No. NM_174987), TUBGCP2 (GenBank Accession No. NM_006659), KCNQ1DN (GenBank Accession No. NR_024627), LOC441601 (GenBank Accession No. NR_003034), SPDYC (GenBank Accession No. NM_001008778), CD248 GenBank Accession No. NM_020404), TSSC4 (GenBank Accession No. NM_005706), H19 (GenBank Accession No. NR_002196), LDHAL6A (GenBank Accession No. NM_144972), FOXR1 (GenBank Accession No. NM_181721), PKP3 ), MS4A15 (GenBank Accession No. NM_001098835), MRGPRE (GenBank Accession No. NM_001039165), MUC6 (GenBank Accession No. NM_005961), LSP1 (GenBank Accession No. NM_002339), TNNT3 (GenBank Accession No. NM_006757), TP53AIP1 Accession No. NM_022112), CATSPER1 (GenBank Accession No. NM_053054), TAGLN (GenBank Accession No. NM_001001522), CABP2 (GenBank Accession No. NM_016366), GNG3 (GenBank Accession No. NM_012202) , FOLR3 (GenBank Accession No. NM_000804), TMEM218 (GenBank Accession No. NM_001080546), TBX10 (GenBank Accession No. &lt; / RTI &gt; (GenBank Accession No. NM_005995), SCGB2A1 (GenBank Accession No. NM_002407), C11orf36 (GenBank Accession No. NR_027138), DRD4 (GenBank Accession No. NM_000797), MUC2 (GenBank Accession No. NM_002457), AGAP2 (GenBank Accession No. NM_001122772), RPL13AP20 GenBank Accession No. NM_003932), FIGNL2 (GenBank Accession No. NM_001013690), ACRBP (GenBank Accession No. NM_032489), SLC6A12 (GenBank Accession No. NM_003044), KRT3 (GenBank Accession No. NM_057088), TUBGCP3 ), SOHLH2 (GenBank Accession No. NM_017826), ATP4B (GenBank Accession No. NM_000705), RNF17 (GenBank Accession No. NM_031277), TUBA3C (GenBank Accession No. NM_006001), CSNK1A1L (GenBank Accession No. NM_145203), DLEU7 Accession No. NM_198989), TDRD9 (GenBank Accession No. NM_153046), DIO3 (GenBank Accession No. NM_001362), COX8C (GenBank Accession No. NM_182971), ASPG (GenBank Accession No. NM_001080464), MGC23270 (GenBank Accession No. NR_024396) , RPL13AP3 (GenBank Accession No. NR_004844), RPS6KL1 (GenBank Accession No. NM_031464 ), ACOT4 (GenBank Accession No. 2). GenBank Accession No. NM_99447), GenBank Accession No. NM_022489), AMN (GenBank Accession No. NM_030943), ABHD12B (GenBank Accession No. NM_181533), TBPL2 (GenBank Accession No. NM_199047), PSMB11 GenBank Accession No. NM_001099780), CATSPER2 (GenBank Accession No. NM_054020), LOC390594 (GenBank Accession No. NM_001101362), C15orf2 (GenBank Accession No. NM_018958), PCSK6 (GenBank Accession No. NM_002570), C15orf60 (GenBank Accession No. NM_001042367 ), SNORD115-6 (GenBank Accession No. NR_003298), SNORD115-17 (GenBank Accession No. NR_003309), RASL12 (GenBank Accession No. NM_016563), SNORD115-32 (GenBank Accession No. NR_003347), SNORD115-31 (GenBank Accession No. NM_003346), LASS3 (GenBank Accession No. NM_178842), SNORD115-37 (GenBank Accession No. NR_003352), LDHAL6B (GenBank Accession No. NM_033195), GABRB3 (GenBank Accession No. NM_000814), SNORD115-25 , SLC28A2 (GenBank Accession No. NM_004212), ZNF469 (GenBank Accession No. NM_001127464), CC DC154 (GenBank Accession No. &lt; / RTI &gt; (GenBank Accession No. NM_027242), CLDN9 (GenBank Accession No. NM_001143980), TESSP1 (GenBank Accession No. NM_001135086), ELMO3 (GenBank Accession No. NM_024712), ZSCAN10 (GenBank Accession No. NM_032805), PDIA2 (GenBank Accession No. NM_006849), LOC146336 GenBank Accession No. NM_020982), CLDN6 (GenBank Accession No. NM_021195), IGFALS (GenBank Accession No. NM_001146006), IL34 (GenBank Accession No. NM_152456), NAT15 (GenBank Accession No. NM_001083601), SSTR5 (GenBank Accession No. NM_001053 ), DNASE1L2 (GenBank Accession No. NM_001374), MSLN (GenBank Accession No. NM_005823), CMTM1 (GenBank Accession No. NM_052999), FBRS (GenBank Accession No. NM_001105079), ZNF597 (GenBank Accession No. NM_152457), SLC5A11 Accession No. NM_052944), IL17C (GenBank Accession No. NM_013278), FAM18A (GenBank Accession No. NM_001079512), TPSG1 (GenBank Accession No. NM_012467), GPR97 (GenBank Accession No. NM_170776), PRM2 (GenBank Accession No. NM_002762) , JMJD8 (GenBank Accession No. NM_001005920), ADAD2 (GenBank Accession No. NM_13917 4), C16orf81 (GenBank Accession No. 4). (GenBank Accession No. NM_012347), TPSD1 (GenBank Accession No. NM_012217), ADCY7 (GenBank Accession No. NM_001114), ZG16B (GenBank Accession No. NM_145252), CHST5 (GenBank Accession No. NM_024533), PRR25 GenBank Accession No. NM_001089), CCDC79 (GenBank Accession No. NM_001136505), WDR59 (GenBank Accession No. NM_030581), GLIS2 (GenBank Accession No. NM_032575), MT1L (GenBank Accession No. NR_001447), TMPRSS8 (GenBank Accession No. NR_026864 ), TMC7 (GenBank Accession No. NM_024847), DNASE1 (GenBank Accession No. NM_005223), ALOX12 (GenBank Accession No. NM_000697), KCNAB3 (GenBank Accession No. NM_004732), DYSFIP1 (GenBank Accession No. NM_001007533), QRICH2 Accession No. NM_032134), FSCN2 (GenBank Accession No. NM_012418), CACNG1 (GenBank Accession No. NM_000727), TMEM88 (GenBank Accession No. NM_203411), UTS2R (GenBank Accession No. NM_018949), HSPB9 (GenBank Accession No. NM_033194) , NLGN2 (GenBank Accession No. NM_020795), FOXO3B (GenBank Accession No. NR_026718), FLJ36000 ( GenBank Accession No. GenBank Accession No. NM_006987), GGT6 (GenBank Accession No. NM_001122890), RAB34 (GenBank Accession No. NM_031934), SHISA6 (GenBank Accession No. NM_207386), GPR172B (GenBank Accession No. NM_001104577), SLFN13 GenBank Accession No. NM_144682), HSF5 (GenBank Accession No. NM_001080439), ENPP7 (GenBank Accession No. NM_178543), AIPL1 (GenBank Accession No. NM_014336), AMAC1 (GenBank Accession No. NM_152462), KCTD11 (GenBank Accession No. NM_001002914 GenBank Accession No. NM_015626), SERPINF1 (GenBank Accession No. NM_002615), ULK2 (GenBank Accession No. NM_014683), TBX4 (GenBank Accession No. NM_018488), CCDC144NL (GenBank Accession No. NM_001004306), KCNG2 Accession No. NM_012283), RNF138 (GenBank Accession No. NM_016271), ANKRD30B (GenBank Accession No. NM_001145029), PSMA8 (GenBank Accession No. NM_144662), CNDP1 (GenBank Accession No. NM_032649), EXOC3L2 (GenBank Accession No. NM_138568) , C19orf77 (GenBank Accession No. NM_001136503), C19orf34 (GenBank Accession No. GenBank Accession No. NM_031310), FJR1 (GenBank Accession No. NM_001136198), TMPRSS9 (GenBank Accession No. NM_182973), ZNF558 (GenBank Accession No. NM_144693), PLVAP (GenBank Accession No. NM_031310), YJEFN3 (GenBank Accession No. NM_198537), CCDC155 GenBank Accession No. NM_144688), TMEM86B (GenBank Accession No. NM_173804), SPACA4 (GenBank Accession No. NM_133498), PRR22 (GenBank Accession No. NM_001134316), ELANE (GenBank Accession No. NM_001972), ACPT (GenBank Accession No. NM_033068 ), PSPN (GenBank Accession No. NM_004158), WDR88 (GenBank Accession No. NM_173479), PLIN4 (GenBank Accession No. NM_001080400), OR10H1 (GenBank Accession No. NM_013940), CCDC105 (GenBank Accession No. NM_173482), SNORD37 Accession No. NR_002602), DUS3L (GenBank Accession No. NM_020175), CBLC (GenBank Accession No. NM_012116), LGALS4 (GenBank Accession No. NM_006149), COX7A1 (GenBank Accession No. NM_001864), KCNA7 (GenBank Accession No. NM_031886) , NTN5 (GenBank Accession No. NM_145807), SNORD35A (GenBank Accession No. NR_000018), FFAR2 (GenBank Accession No. 2). GenBank Accession No. NM_18572), LOC126536 (GenBank Accession No. NR_026828), LYPD4 (GenBank Accession No. NM_173506), DMRTC2 (GenBank Accession No. NM_001040283), ACTL9 (GenBank Accession No. NM_178525), TDRD12 GenBank Accession No. NM_001110822), CAPS (GenBank Accession No. NM_004058), PGLYRP1 (GenBank Accession No. NM_005091), CAPN12 (GenBank Accession No. NM_144691), FAM83E (GenBank Accession No. NM_017708), NLRP4 (GenBank Accession No. NM_134444 , GenBank Accession No. NM_003712), UPK1A (GenBank Accession No. NM_007000), INSL3 (GenBank Accession No. NM_005543), KCNJ14 (GenBank Accession No. NM_170720), ODF3L2 (GenBank Accession No. NM_182577), PLK5P Accession No. NR_026557), AURKC (GenBank Accession No. NM_001015878), ECH1 (GenBank Accession No. NM_001398), SRMS (GenBank Accession No. NM_080823), FRG1B (GenBank Accession No. NR_003579), SSTR4 (GenBank Accession No. NM_001052) , SLC12A5 (GenBank Accession No. NM_020708), L3MBTL (GenBank Accession No. NM_032107), TCEA2 (GenBank Accession No. 2). (GenBank Accession No. NM_020436), SLC13A3 (GenBank Accession No. NM_020436), and SLC13A3 (GenBank Accession No. NM_020436), FAM83C (GenBank Accession No. NM_178468), PHF20 (GenBank Accession No. NM_016436), COX4I2 (GenBank Accession No. NM_032609), CTCFL GenBank Accession No. NM_022829), MYL9 (GenBank Accession No. NM_006097), ADRA1D (GenBank Accession No. NM_000678), RTEL1 (GenBank Accession No. NM_032957), BIRC7 (GenBank Accession No. NM_139317) ), TFF1 (GenBank Accession No. NM_003225), KRTAP10-6 (GenBank Accession No. NM_198688), FTCD (GenBank Accession No. NM_006657), IGSF5 (GenBank Accession No. NM_001080444), POTED (GenBank Accession No. NM_174981) (GenBank Accession No. NM_182832), SNORA80 (GenBank Accession No. NR_002996), MOV10L1 (GenBank Accession No. NM_018995), HORMAD2 (GenBank Accession No. NM_152510), LOC400931 (GenBank Accession No. NR_027033), CACNA1I (GenBank Accession No. NM_021096), TMEM211 (GenBank Accession No. NM_001001663), BAIAP2L2 (GenBank Accession No. NM_025045), GSC2 (GenBank Accession No. &lt; / RTI &gt; GenBank Accession No. NM_012324), CHADL (GenBank Accession No. NM_012324), SUSD2 (GenBank Accession No. NM_019601), GGT1 (GenBank Accession No. NM_005265), RFPL2 (GenBank Accession No. NM_001098527), MCHR1 GenBank Accession No. NM_138481), RGL4 (GenBank Accession No. NM_153615), TCF20 (GenBank Accession No. NM_005650), OTUD6A (GenBank Accession No. NM_207320), FAM9A (GenBank Accession No. NM_174951), RAB40AL (GenBank Accession No. NM_001031834 ), CT45A1 (GenBank Accession No. NM_001017417), GJB1 (GenBank Accession No. NM_000166), YY2 (GenBank Accession No. NM_206923), and FAM9B (GenBank Accession No. NM_205849).

상기 기재된 유전자들은 정상인 대조군에 비하여 2배 내지 4배 정도 메틸화 수준이 높은 특징이 있다(실시예 2-3 참조). 상기 유전자의 이러한 특징은 본 발명에서 최초로 공개되는 것이다.
The genes described above are characterized by a high methylation level 2 to 4 times higher than that of a normal control (see Example 2-3). This characteristic of the gene is disclosed first in the present invention.

뿐만 아니라, 본 발명은 TP73(GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) 및 PPAPDC3(GenBank Accession No. NM_032728)로 이루어진 군에서 선택되는 어느 하나의 유전자의 발현수준 또는 메틸화 수준을 측정하는 제제를 포함하는 건선 진단용 조성물을 제공한다.In addition, the present invention measures the expression level or methylation level of any one gene selected from the group consisting of TP73 (GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) and PPAPDC3 (GenBank Accession No. NM_032728) A composition for the diagnosis of psoriasis.

본 발명에서 용어, "유전자의 발현수준을 측정하는 제제"란 상기와 같이 건선 세포에서 발현이 증가하는 마커인 상기 유전자의 mRNA 또는 단백질의 발현 수준을 확인함으로써 마커의 검출에 사용될 수 있는 분자를 의미하며, 바람직하게는 상기 유전자와 특이적으로 결합하는 프라이머. 프로브 또는 상기 유전자의 발현 단백질으로 특이적으로 인식하는 항체를 말한다. 더 바람직하게는 상기 유전자의 mRNA를 증폭할 수 있는 프라이머일 수 있다. 가장 바람직하게 상기 프라이머는 서열번호 1 및 2의 프라이머쌍, 서열번호 3 및 4의 프라이머쌍 및 서열번호 5 및 6의 프라이머쌍으로 이루어진 군에서 선택되는 어느 하나 이상의 프라이머 쌍일 수 있다. The term "agent for measuring the expression level of a gene" in the present invention means a molecule that can be used for detecting a marker by confirming the expression level of the mRNA or protein of the gene, which is a marker for increasing expression in psoriatic cells, And is preferably a primer that specifically binds to the gene. Refers to an antibody specifically recognized as a probe or an expression protein of the gene. More preferably, it may be a primer capable of amplifying mRNA of the gene. Most preferably, the primer may be any one or more primer pairs selected from the group consisting of the primer pairs of SEQ ID NOs: 1 and 2, the primer pairs of SEQ ID NOs: 3 and 4, and the primer pairs of SEQ ID NOs: 5 and 6.

본 명세서에서 용어 "프라이머"는 적합한 온도에서 적합한 완충액 내에서 적합한 조건(즉, 4종의 다른 뉴클레오사이드 트리포스페이트 및 중합반응 효소)하에서 주형-지시 DNA 합성의 개시점으로 작용할 수 있는 단일-가닥 올리고뉴클레오타이드를 의미한다. 프라이머의 적합한 길이는 다양한 인자, 예컨대, 온도와 프라이머의 용도에 따라 변이가 있지만 전형적으로 15-30 뉴클레오타이드이다. 짧은 프라이머 분자는 주형과 충분히 안정된 하이브리드 복합체를 형성하기 위하여 일반적으로 보다 낮은 온도를 요구한다.As used herein, the term "primer" refers to a single-stranded DNA strand that can act as a starting point for template-directed DNA synthesis under suitable conditions (i. E., Four other nucleoside triphosphates and polymerase) Means an oligonucleotide. The suitable length of the primer is typically 15-30 nucleotides, although it varies depending on various factors such as temperature and use of the primer. Short primer molecules generally require lower temperatures to form sufficiently stable hybrid complexes with the template.

프라이머의 서열은 주형의 일부 서열과 완전하게 상보적인 서열을 가질 필요는 없으며, 주형과 혼성화되어 프라이머 고유의 작용을 할 수 있는 범위 내에서의 충분한 상보성을 가지면 충분하다. 따라서 본 발명에서의 프라이머쌍은 주형인 표적 유전자 서열에 완벽하게 상보적인 서열을 가질 필요는 없으며, 이 서열에 혼성화되어 프라이머 작용을 할 수 있는 범위 내에서 충분한 상보성을 가지면 충분하다. 본 발명의 프라이머는 표적 유전자의 mRNA (즉, cDNA) 서열에 상보적인 서열로 제조될 수 있다. 이러한 프라이머의 디자인은 표적 유전자의 cDNA 서열을 참조하여 당업자에 의해 용이하게 실시할 수 있다.The sequence of the primer does not need to have a sequence completely complementary to a partial sequence of the template, and it is sufficient if the primer has sufficient complementarity within a range capable of hybridizing with the template and acting as a primer. Therefore, the primer pair in the present invention does not need to have a perfectly complementary sequence to the target gene sequence as a template, and it is sufficient that the primer pair has sufficient complementarity within a range capable of hybridizing to the sequence and acting as a primer. The primer of the present invention can be prepared with a sequence complementary to the mRNA (i.e., cDNA) sequence of the target gene. The design of such a primer can be easily carried out by those skilled in the art with reference to the cDNA sequence of the target gene.

용어 "프로브"란 mRNA외 특이적으로 결합을 이룰 수 있는 짧게는 수 염기 내지 길게는 수백 염기에 해당하는 RNA 또는 DNA 등의 핵산 단편을 의미하며 라벨링되어 있어서 특정 mRNA의 존재 유무, 발현양을 확인할 수 있다.The term "probe" means a nucleic acid fragment such as RNA or DNA corresponding to a few nucleotides or several hundreds of nucleotides that can specifically bind to an mRNA, and is labeled to confirm the presence or expression level of a specific mRNA .

프로브는 올리고뉴클레오타이드(oligonucleotide) 프로브, 단쇄 DNA(single strand DNA) 프로브, 이중쇄 DNA(double strand DNA)프로브, RNA 프로브 등의 형태로 제작될 수 있다. TP73(GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) 또는 PPAPDC3(GenBank Accession No. NM_032728) 폴리뉴클레오티드의 mRNA와 상보적인 프로브를 이용하여 혼성화를 실시하여, 혼성화 정도를 통해 mRNA의 발현양을 측정함으로써 방사선 피폭 여부 및 정도를 측정할 수 있다. 적절한 프로브의 선택 및 혼성화 조건은 당해 기술분야에 공지된 기술에 따라 적절히 선택할 수 있다.The probe may be prepared in the form of an oligonucleotide probe, a single strand DNA probe, a double strand DNA probe, or an RNA probe. Hybridization was performed using a probe complementary to mRNA of TP73 (GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) or PPAPDC3 (GenBank Accession No. NM_032728) polynucleotide, and the expression amount of mRNA And the degree of radiation exposure can be measured. Selection of suitable probes and hybridization conditions can be appropriately selected according to techniques known in the art.

본 발명의 프라이머 또는 프로브는 포스포아미다이트(phosphoramidite) 고체 지지체 합성법이나 기타 널리 공지된 방법을 이용하여 화학적으로 합성할 수 있다. 이러한 핵산 서열은 또한 당해 기술분야에 공지된 다양한 방법을 통해 변형시킬 수 있다. 이러한 변형의 예로는 메틸화, 캡화, 천연 뉴클레오티드 하나 이상의 동족체로의 치환, 및 뉴클레오티드 간의 변형, 예를 들면 하전되지 않은 연결체(예: 메틸 포스포네이트, 포스포트리에스테르, 포스포로아미데이트, 카바메이트 등) 또는 하전된 연결체(예: 포스포로티오에이트, 포스포로디티오에이트 등)로의 변형이 있다.The primer or probe of the present invention can be chemically synthesized using a phosphoramidite solid support synthesis method or other well-known methods. Such nucleic acid sequences may also be modified through a variety of methods known in the art. Examples of such modifications include, but are not limited to, methylation, capping, substitution with one or more of the natural nucleotide analogs, and modifications between nucleotides, such as uncharged linkers (e.g., methylphosphonate, phosphotriester, phosphoramidate, carbamate Etc.) or charged conjugates (e.g., phosphorothioates, phosphorodithioates, etc.).

용어 "항체"란 당해 기술분야에 공지된 용어로서 항원성 부위에 대하여 지시되는 특이적인 면역 글로불린을 의미한다. 본 발명에서의 항체는 본 발명의 건선 마커인 TP73, FANK1 또는 PPAPDC3에 대해 특이적으로 결합하는 항체를 의미하며, TP73, FANK1 또는 PPAPDC3 유전자를 발현벡터에 클로닝하여 상기 유전자에 의해 코딩되는 단백질을 얻고, 얻어진 단백질로부터 당해 기술분야의 통상적인 방법에 따라 항체를 제조할 수 있다. 상기 항체의 형태는 폴리클로날 항체 또는 모노클로날 항체를 포함하며, 모든 면역글로불린 항체가 포함된다. 상기 항체는 2개의 전체 길이의 경쇄 및 2 개의 전체 길이의 중쇄를 갖는 완전한 형태를 의미한다. 또한, 상기 항체는 인간화 항체 등의 특수 항체도 포함된다.The term "antibody ", as the term is known in the art, refers to a specific immunoglobulin directed against an antigenic site. The antibody in the present invention refers to an antibody specifically binding to TP73, FANK1 or PPAPDC3 of the present invention. The TP73, FANK1 or PPAPDC3 gene is cloned into an expression vector to obtain a protein encoded by the gene , And the antibody can be prepared from the obtained protein according to a conventional method in the art. The forms of the antibodies include polyclonal or monoclonal antibodies, including all immunoglobulin antibodies. The antibody refers to a complete form having two full-length light chains and two full-length heavy chains. The antibody also includes a special antibody such as a humanized antibody.

본 발명에서 "유전자의 메틸화 수준을 측정하는 제제"는 건선이 의심되는 환자의 TP73, FANK1 또는 PPAPDC3 유전자의 메틸화된 대립형질 서열에 특이적인 프라이머 및 비메틸화된 대립형질 서열에 특이적인 프라이머를 포함할 수 있다. 또한, 본 발명의 제제는 건선이 의심되는 환자의 TP73, FANK1 또는 PPAPDC3 유전자의 변형된 유전자의 대립형질 서열에 특이적인 프라이머 쌍 및 확장 프라이머를 포함할 수 있다.In the present invention, the phrase "agent for measuring the level of methylation of a gene" includes a primer specific to the methylated allele sequence of the TP73, FANK1 or PPAPDC3 gene of a patient suspected of having psoriasis and a primer specific to the unmethylated allele sequence . In addition, the agent of the present invention may include a primer pair and an extension primer that are specific for the allelic sequence of the modified gene of the TP73, FANK1, or PPAPDC3 gene in psoriasis-susceptible patients.

상기 프라이머는 메틸화 여부를 분석하는 대상이 되는 CpG 섬의 서열에 따라 바람직하게 디자인될 수 있으며, 각각 메틸화되어 바이설파이트에 의해 변형되지 않았던 사이토신을 특이적으로 증폭할 수 있는 프라이머 쌍 및 메틸화되지 않아 바이설파이트에 의해 변형된 사이토신을 특이적으로 증폭할 수 있는 프라이머쌍일 수 있다. 또한, 변형된 서열에 특이적인 프라이머 쌍 및 확장 프라이머일 수 있다.The primers can be designed according to the sequence of the CpG islands to be subjected to methylation analysis, and each primer pair can be specifically designed to amplify cytosine that is methylated and not modified by bisulfite, It may be a pair of primers capable of specifically amplifying cytosine modified by bisulfite. It may also be a primer pair and extension primer specific for the modified sequence.

또한, 본 발명에서 유전자의 메틸화 수준을 측정하는 제제는 비메틸화된 사이토신 염기를 변형시키는 화합물, 상기 유전자의 변형된 서열에 특이적인 프라이머 쌍 및 확장 프라이머 (extension primer)를 포함할 수 있다.Also, in the present invention, the agent for measuring the methylation level of a gene may include a compound that modifies an unmethylated cytosine base, a primer pair specific to a modified sequence of the gene, and an extension primer.

상기 비메틸화된 사이토신 염기를 변형시키는 화합물은 바이설파이트 (bisulfite)일 수 있으나 이에 제한되지 않으며, 바람직하게는 소듐 바이설파이트이다. 이러한 바이설파이트를 이용하여 비메틸화된 사이토신 잔기를 변형시켜 프로모터의 메틸화 여부를 검출하는 방법은 당업계에 널리 공지되어 있다(Herman JG et al., 1996, Proc. Natl. Acad. Sci. USA, 93: 9821 - 9826; WO01/26536; US2003/0148326A1).The compound that transforms the unmethylated cytosine base may be bisulfite, but is not limited thereto, preferably sodium bisulfite. Methods for detecting the methylation of a promoter by modifying an unmethylated cytosine residue using such a bisulfite are well known in the art (Herman JG et al., 1996, Proc. Natl. Acad. Sci. USA , 93: 9821-9826; WO01 / 26536; US2003 / 0148326A1).

또한, 상기 메틸화 민감성 제한효소는 CpG 섬의 메틸화를 특이적으로 검출할 수 있는 제한효소로서, 바람직하게는 제한효소의 인식부위로 CG를 함유하는 제한효소이다. 예를 들면, SmaI, SacII, EagI, HpaII, MspI, BssHII, BstUI, NotI 등이 있으며 이에 제한되지 않는다. 상기 제한효소 인식부위의 C에서의 메틸화 또는 비메틸화에 따라 제한효소에 의한 절단 여부가 달라지고 이를 PCR 또는 서던블롯 (Southern Blot) 분석을 통해 검출할 수 있게 된다. 상기 제한효소 이외의 다른 메틸화 민감성 제한효소는 당업계에 잘 알려져 있다.In addition, the methylation-sensitive restriction enzyme is a restriction enzyme capable of specifically detecting the methylation of CpG island, and is preferably a restriction enzyme containing CG as a recognition site of a restriction enzyme. For example, SmaI, SacII, EagI, HpaII, MspI, BssHII, BstUI, NotI, and the like. The methylation or non-methylation of the restriction enzyme recognition site at C may or may not be cleaved by restriction enzymes and may be detected by PCR or Southern blot analysis. Other methylation sensitive restriction enzymes than the above restriction enzymes are well known in the art.

본 발명의 건선 진단용 조성물에는 상기 제제 이외에도, 중합효소, 아가로스, 전기영동에 필요한 완충용액 등이 추가로 포함될 수 있다.
The composition for diagnosing psoriasis according to the present invention may further contain a polymerase, agarose, buffer solution necessary for electrophoresis, etc., in addition to the above-mentioned preparation.

또한 본 발명은 TP73(서열번호 9 / GenBank Accession No. NM_001126240), FANK1 (서열번호 10 / GenBank Accession No. NM_145235) 및 PPAPDC3(서열번호 11 / GenBank Accession No. NM_032728)로 이루어진 군에서 선택되는 어느 하나의 유전자의 발현수준 또는 메틸화 수준을 측정하는 제제를 포함하는 건선 진단용 키트를 제공한다. The present invention also relates to a pharmaceutical composition comprising a compound selected from the group consisting of TP73 (SEQ ID NO: 9 / GenBank Accession No. NM_001126240), FANK1 (SEQ ID NO: 10 / GenBank Accession No. NM_145235) and PPAPDC3 (SEQ ID NO: 11 / GenBank Accession No. NM_032728) Or a methylation level of the gene of the present invention.

상기 "유전자의 발현수준 또는 메틸화 수준을 측정하는 제제"는 상기 건선 진단용 조성물에 기재한 바와 같다.The "agent for measuring the expression level or methylation level of the gene" is as described for the composition for diagnosing psoriasis.

바람직하게, 상기 건선 진단 키트는 분석 방법에 적합한 한 종류 또는 그 이상의 다른 구성성분 조성물, 용액 또는 장치를 더 포함하여 구성될 수 있다. 구체적인 일 양태로서, 상기 진단 키트는 역전사 중합효소반응을 수행하기 위해 필요한 필수 요소를 포함하는 것을 특징으로 하는 진단용 키트일 수 있다. 역전사 중합효소반응 키트는 마커 유전자에 대한 특이적인 각각의 프라이머를 포함한다. 상기 프라이머는 바람직하게는 서열번호 1 및 2의 프라이머쌍, 서열번호 3 및 4의 프라이머쌍 및 서열번호 5 및 6의 프라이머쌍으로 이루어진 군에서 선택되는 어느 하나 이상의 프라이머 쌍일 수 있다. 또한 대조군 유전자의 핵산 서열에 특이적인 프라이머를 포함할 수 있다. 그 외 역전사 중합효소반응 키트는 테스트 튜브 또는 다른 적절한 컨테이너, 반응 완충액(pH 및 마그네슘 농도는 다양), 데옥시뉴클레오타이드(dNTPs), Taq-폴리머라아제 및 역전사효소와 같은 효소, DNAse, RNAse 억제제 DEPC-수(DEPC-water), 멸균수 등을 포함할 수 있다.Preferably, the psoriasis diagnostic kit may further comprise one or more other component compositions, solutions or devices suitable for the assay method. In a specific embodiment, the diagnostic kit may be a diagnostic kit comprising essential elements necessary for performing a reverse transcription-polymerase reaction. The RT-PCR kit contains the respective primers specific for the marker gene. The primer may preferably be any one or more primer pairs selected from the group consisting of the primer pairs of SEQ ID NOs: 1 and 2, the primer pairs of SEQ ID NOs: 3 and 4, and the primer pairs of SEQ ID NOs: 5 and 6. It may also contain a primer specific for the nucleic acid sequence of the control gene. Other reverse transcription polymerase reaction kits may be used in combination with test tubes or other appropriate containers, reaction buffers (varying in pH and magnesium concentration), deoxynucleotides (dNTPs), enzymes such as Taq polymerase and reverse transcriptase, DNAse, RNAse inhibitor DEPC DEPC-water, sterile water, and the like.

또 다른 양태로는, 바람직하게 DNA 칩을 수행하기 위해 필요한 필수 요소를 포함하는 것을 특징으로 하는 진단 키트일 수 있다. DNA 칩 키트는 유전자 또는 그의 단편에 해당하는 cDNA 또는 올리고뉴클레오티드(oligonucleotide)가 부착되어 있는 기판, 및 형광표식 프로브를 제작하기 위한 시약, 제제, 효소 등을 포함할 수 있다. 또한 기판은 대조군 유전자 또는 그의 단편에 해당하는 cDNA 또는 올리고뉴클레오티드를 포함할 수 있다.
In another embodiment, it may be a diagnostic kit, preferably comprising an essential element necessary for carrying out a DNA chip. The DNA chip kit may include a substrate to which a cDNA or oligonucleotide corresponding to a gene or a fragment thereof is attached, and reagents, preparations, enzymes, and the like for producing a fluorescent-labeled probe. The substrate may also comprise a cDNA or oligonucleotide corresponding to a control gene or fragment thereof.

본 발명의 TP73(GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) 및 PPAPDC3(GenBank Accession No. NM_032728)로 이루어진 군에서 선택되는 어느 하나의 유전자의 발현수준 또는 메틸화 수준을 이용한 건선 진단에 필요한 정보를 제공하는 방법, 건선 진단용 조성물 및 진단용 키트를 제공한다. 본 발명은 건선 질환의 진단에 효과적이다.
In the diagnosis of psoriasis using the expression level or methylation level of any one gene selected from the group consisting of TP73 (GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) and PPAPDC3 (GenBank Accession No. NM_032728) A method for providing necessary information, a composition for diagnosing psoriasis, and a diagnostic kit. The present invention is effective for diagnosing psoriasis.

도 1은 10kb 단위로 분석된 건선 환자, 아토피 환자의 Genome-wide dMES 값을 비교한 그래프이다. (Y축 : 건선환자의 dMES, X축 : 아토피 환자의 dMES)
도 2는 건선환자와 아토피 환자의 유전자 단위 MES 값을 비교한 그래프이다.
(각 그래프에서 Y축: 정상인군의 MES 값, X 축 : 건선환자 또는 아토피 환자의 MES 값)
도 3의 A는 각 유전자 별 mRNA 발현 수준을 비교한 그래프이다.(Normal : 정상인 대조군, Pso patient : 건선 환자군)
도 3의 B는 5-azacytidine(메틸화 저해제) 처리로 인한 mRNA 발현 수준을 측정한 그래프이다. ( 24-, 48- : 24시간 또는 48시간 5-azacytidine 비처리한 건선 환자군, 24 +5aza, 48 +5aza : 24시간 또는 48시간 5-azacytidine 처리한 건선 환자군)
도 4의 A는 TP73 유전자의 promoter 부위의 기능분석과, 연속 결손분석을 통한 특정 부위의 기능을 luciferase activity assay를 이용하여 분석한 그래프이다.
도 4의 B는 TP73 유전자의 promoter 부위의 메틸화에 따른 활성 차이를 in vitro methylation과 luciferease activity assay를 이용하여 분석한 그래프이다.
FIG. 1 is a graph comparing genome-wide dMES values of psoriasis patients and atopic patients analyzed by 10 kb. (Y axis: dMES of psoriasis patients, X axis: dMES of atopic patients)
FIG. 2 is a graph comparing the gene unit MES values of psoriasis patients and atopic patients.
(Y axis in each graph: MES value of normal group, X axis: MES value of psoriasis patient or atopic patient)
3 (A) is a graph comparing mRNA expression levels of each gene (Normal: normal control group, Pso patient: psoriasis group)
FIG. 3B is a graph showing mRNA expression levels measured by 5-azacytidine (methylation inhibitor) treatment. (24-, 48-: 24 or 48 hours 5-azacytidine untreated psoriasis patients, 24 + 5aza, 48 + 5aza: 24 or 48 hours 5-azacytidine treated psoriasis patients)
FIG. 4A is a graph showing the functional analysis of the promoter region of the TP73 gene and the analysis of the function of a specific site through continuous defect analysis using the luciferase activity assay.
FIG. 4B is a graph showing the activity of methylation of the promoter region of the TP73 gene, using in vitro methylation and luciferase activity assay.

이하 본 발명을 상세히 설명한다.Hereinafter, the present invention will be described in detail.

단, 하기 실시예는 본 발명을 예시하는 것일 뿐, 본 발명의 내용이 하기 실시예에 한정되는 것은 아니다.
However, the following examples are illustrative of the present invention, and the present invention is not limited to the following examples.

<실시예 1> &Lt; Example 1 >

말초 혈액의 total CD4Total CD4 of peripheral blood ++ T cell의 DNA 확보 Securing T cell DNA

<1-1> 연구 대상자 선정<1-1> Selection of study subjects

임상의의 기준에 따라 가족력이 있으며, 지난 2년간 치료를 받지 않은 15세 이상의 성인 중에서 판상 건선(plaque type)의 건선 및 아토피 남자 환자 각각 15명과 12명, 그리고 정상 대조군 남자 11명으로부터 가톨릭의과대학 생명윤리심의위원회의 승인을 받아 연구에 대한 설명문을 충분히 이해하고 동의한 자발적 참여자를 대상으로 선정하였다.
Patients aged 15 years or older who have not been treated for the past 2 years have 15 or 12 plaques of psoriasis and 12 atopic men and 11 normal control men. And volunteer participants who fully understand and agree with the explanatory text of the study with the approval of the Bioethics Review Committee.

<1-2> Total CD4<1-2> Total CD4 ++ T cell 분리 T cell separation

상기 연구 대상자들로부터 말초혈액 약 60-120 ml을 채취한 후, 2mM 의 EDTA와 인산완충용액이 들어있는 생리식염수로 1배씩 희석한 후, Ficoll-hypaque density gradient 방법을 통하여 말초혈액단핵세포(PBMC : peripheral blood mononuclear cell)을 분리하였다. Peripheral blood mononuclear cells (PBMCs) were obtained from the subjects by diluting them with 1 ml of physiological saline containing 2 mM EDTA and phosphate buffer solution, and then, using Ficoll-hypaque density gradient method, : peripheral blood mononuclear cells) were isolated.

MACS (Indirect magnetic labeling system, Miltenyi Biotec Inc, CA) Total CD4+ T 세포 isolation kit을 이용하여 말초혈액으로부터 분리한 PBMC에 biotin-conjugated antibody cocktail과 biotin micro-bead를 이용하여 non-CD4+ T 세포를 제거하는 원리로 total CD4+ T 세포를 얻었다(negative selection).
MACS using (Indirect magnetic labeling system, Miltenyi Biotec Inc, CA) Total CD4 + T cell isolation kit in a PBMC isolated from peripheral blood biotin-conjugated antibody cocktail and using the biotin micro-bead of non-CD4 + T cells Total CD4 + T cells were obtained by negative selection (negative selection).

<1-3> Total CD4<1-3> Total CD4 ++ T cell의 genomic DNA 분리 Isolation of genomic DNA from T cell

상기 CD4+ T cell 로부터 QAIGEN의 DNeasy Blood & Tissue kit(Cat. 69504, QIAGEN, 독일)을 이용하여 genomic DNA를 얻었다. 상기 Kit의 매뉴얼(Blood and body fluid spin protocol)에 따라 실험을 진행하였다. Proteinase K를 처리한 total CD4+ T 세포를 lysis buffer로 용해하고 Blood or Body Fluid Spin Protocol에 따라 실험을 진행한 뒤 샘플을 DNA spin column에 넣고 8000 rpm에서 원심분리 하였다. Column 에 흡착된 DNA를 washing buffer 로 씻은 후 elution buffer를 이용하여 분리하였다.Genomic DNA was obtained from the CD4 + T cell using the DNase Blood & Tissue kit (Cat. 69504, QIAGEN, Germany) of QAIGEN. Experiments were conducted according to the kit's manual (Blood and body fluid spin protocol). Proteinase K-treated total CD4 + T cells were lysed with lysis buffer and tested according to the Blood or Body Fluid Spin Protocol. The samples were placed in DNA spin columns and centrifuged at 8000 rpm. The DNA adsorbed on the column was washed with washing buffer and then separated with elution buffer.

정상인과 건선 및 아토피 환자군의 total CD4+ T 세포로부터 얻은 genomic DNA의 양을 측정한 결과 약 1,800 내지 20,000 ng 이었으며, purity (260/280)는 1.9 내지 2.1 정도로 측정되었다. 각각의 DNA를 1,500 ng 의 일정농도씩 pooling하여 실험에 사용하였다.
The amount of genomic DNA from normal CD4 + T cells in normal and psoriatic and atopic patients was measured to be about 1,800 to 20,000 ng and the purity (260/280) was measured to be about 1.9 to 2.1. Each DNA was pooled at a constant concentration of 1,500 ng and used for experiments.

<실시예 2>&Lt; Example 2 >

Total CD4Total CD4 ++ T cell과 대조군의 DNA methylation 비교 Comparison of DNA methylation between T cell and control group

<2-1> 메틸화된 DNA의 선택적 분리<2-1> Selective separation of methylated DNA

메틸화된 DNA 선별을 위해 MIRA(Methylated CpG Island Recovery Assay)를 BMC Med Genomics. 2011 Dec 2;4:82, J Thorac Oncol. 2012 Jan;7(1):20-33.에 기재된 방법에 따라 실시하였다. 먼저 Genomic DNA의 TTAA 서열을 인식하여 자르는 제한효소 MseI (5’-TTAA)를 이용하여 CpG를 포함하지 않는 부위를 자르고, 잘려진 DNA fragment를 linker와 ligation 시켰다. 정제된 methylated DNA fragment를 GST-MBD2b와 His-MBD3L1 단백질과 결합시킨 후 비특이적 결합의 DNA는 없애고 RNase A(100 ug, Qiagen)와 Proteinase K(15ug, Qiagen)가 포함된 TE 버퍼(Tris-HCl-EDTA 버퍼) 30ul을 이용하여 결합된 DNA를 회수하였다.
Methylated CpG Island Recovery Assay (MIRA) was performed by BMC Med Genomics. 2011 Dec 2; 4: 82, J Thorac Oncol. 2012 Jan; 7 (1): 20-33. First, the region containing no CpG was cut using restriction enzyme MseI (5'-TTAA), which recognizes the TTAA sequence of genomic DNA, and the cut DNA fragment was ligated with the linker. The purified methylated DNA fragments were ligated with GST-MBD2b and His-MBD3L1 proteins, and the DNAs of nonspecific binding were removed. Then, TE buffer (Tris-HCl-QIAG) containing RNase A (100 ug, Qiagen) and Proteinase K (15ug, Qiagen) EDTA buffer) was used to recover the bound DNA.

<2-2> 분리된 DNA의 PCR 수행<2-2> PCR of isolated DNA

상기 회수한 DNA fragment를 linker primer(upper strand sequence, 5-TAGAATTCAGATCTCCCG-3 (서열번호 7), lower strand sequence, 3-CTTAAGTCTAGAGGGCCCAGTGGCG-5(서열번호 8))를 이용하여 PCR하여 linear amplification하였다. 증폭된 DNA를 겔 전기영동으로 분리하여 200-500 bp 정도의 DNA를 확인한 후, 겔 추출(gel extraction)을 통하여 분리하였다. 분리한 DNA는 Illumina GA sequencing (Illumina Inc. 미국)을 이용하여 Genome-wide 수준의 methylation을 분석하였다. Sequence tags 는 Solexa Analysis Pipeline (version 0.3.0)을 이용하여 the University of California Santa Cruz [UCSC, (http://genome.ucsc.edu)] hg18 database를 기초로 한 NCBI Build 36.1 assembly 의 human genome 에 mapping되었다. mapping 된 sequencing 결과는 UCSC Genome Browser에 호환되었고, 보다 구체적인 methylation 수치를 비교하기 위해, 읽혀진 sequencing data를 browser extensible data (BED) 로 변형하였다. 사용된 Tag distribution 은 Poisson distribution을 기초로 진행되었다(Park et al. BMC Medical Genomics 2011, 4:82; J Thorac Oncol. 2012;7: 203). The recovered DNA fragment was subjected to linear amplification by PCR using a linker primer (5-TAGAATTCAGATCTCCCG-3 (SEQ ID NO: 7), lower strand sequence, 3-CTTAAGTCTAGAGGGCCCAGTGGCG-5 (SEQ ID NO: 8)). The amplified DNA was separated by gel electrophoresis and DNA of about 200-500 bp was isolated and separated by gel extraction. The isolated DNA was analyzed for genome-wide methylation using Illumina GA sequencing (Illumina Inc. USA). Sequence tags were generated using the Solexa Analysis Pipeline (version 0.3.0) at the University of California Santa Cruz [UCSC, (http://genome.ucsc.edu)] in the human genome of the NCBI Build 36.1 assembly based on the hg18 database mapping. The mapping sequencing results are compatible with the UCSC Genome Browser. To compare more specific methylation values, we transformed the sequencing data into browser extensible data (BED). The Tag distribution used was based on the Poisson distribution (Park et al., BMC Medical Genomics 2011, 4:82; J Thorac Oncol. 2012; 7: 203).

하나의 DNA fragment를 200bp 마다 tagging 하여 유전자 부위별로 methylation 이 많은 부분에 tagging 이 많이 되도록 하였다. Methylation 이 많은 부위를 알아내기 위하여 1 kb 마다 mapping 된 DNA fragment 를 genome 안에서 전체 DNA fragment 수와 함께 비교하였다. methylation 정도를 비교하기 위한 값으로 Methylation Enrichment Score(MES)는 genome size (15005528*200 bp) 규모의 전체적인 methylation count 에 의해 조정되었으며, promoter 크기에 의해 (8*200 bp) 200 bp 간격으로 분할된 유전자 methylation count의 평균값을 log2 한 값으로 계산되었다. One DNA fragment was tagged every 200 bp, so that tagging was performed at a portion where methylation was high in a gene region. In order to identify the sites of methylation, the DNA fragments mapped per kb were compared with the total number of DNA fragments in the genome. Methylation Enrichment Score (MES) was adjusted by the total methylation count of genome size (15005528 * 200 bp) and was divided by the promoter size (8 * 200 bp) at 200 bp intervals The mean value of methylation count was calculated as log2.

Methylation Enrichment Score(MES)을 구하는 식은 다음과 같다.The Methylation Enrichment Score (MES) is obtained as follows.

Figure pat00001
Figure pat00001

dMES 는 얻어진 환자의 MES 값에서 정상인의 MES 값을 뺀 것으로, 특정 유전자에서 건선 환자군과 정상인군의 methylation 수치의 차이를 나타낸다.
dMES is obtained by subtracting the MES value of the normal person from the MES value of the obtained patient, and shows the difference in the methylation level between the psoriasis patient group and the normal person group in the specific gene.

<2-3> 메틸화 비교 결과<2-3> Comparison of methylation results

1) Genome-wide 분석1) Genome-wide analysis

건선과 아토피 각각의 dMES 값을 이용하여 메틸화 차이를 비교해보았다. 게놈 전체를 10kbp 간격으로 나눈 다음, dMES 값을 평균 내었다.We compared the differences in methylation using dMES values of psoriasis and atopy. The entire genome was divided by 10 kbp intervals, and the dMES values were averaged.

상기 결과는 [도 1]에 기재하였는데, [도 1]에서 건선 환자의 경우, 정상 대조군보다 일정부분에서 메틸화가 눈에 띄게 높아진 것을 확인할 수 있다. 건선환자의 Total CD4+ T cell의 DNA에서 과메틸화(hypermethylation) 변화를 보인 부위를 분색해 본 결과, 총 866 군데의 부위에서 그러한 변화가 있었고, 이중 유전자 부위를 포함하는 부위도 존재하였다. 그러나 아토피 환자는 특이적인 메틸화 변화가 없었다. 상기 건선환자에서 발견되는 과메틸화 된 866개의 부위는 아래 [표 1]에 기재하였고, 상기 과메틸화된 부분에 포함된 유전자는 아래 [표 2]에 기재하였다.The above results are shown in Fig. 1, but in the case of psoriasis patients in Fig. 1, it can be seen that the methylation is remarkably higher in a certain region than the normal control group. In the total CD4 + T cells of patients with psoriasis, there was a change in the hypermethylation region of the DNA, resulting in a total of 866 such changes. However, there was no specific methylation change in atopic patients. The 866 hypermethylated regions found in the patients with psoriasis are listed in Table 1 below, and the genes included in the hypermethylated regions are listed in Table 2 below.

건선환자의 total CD4+ T cell의 DNA 메틸화 분석(Genome-wide level)DNA methylation analysis of total CD4 + T cells in psoriasis patients (Genome-wide level) No.No. Chrom.Chrom. Position startPosition start Position
end
Position
end
Psoriasis MESPsoriasis MES Normal MESNormal MES (Psoriasis-Normal) MES(Psoriasis-Normal) MES
1One 1One 970001970001 980000980000 3.04513.0451 1.27831.2783 1.76681.7668 22 1One 22500012250001 22600002260000 2.33032.3303 0.80920.8092 1.52111.5211 33 1One 5333000153330001 5334000053340000 2.38872.3887 0.95700.9570 1.43171.4317 44 1One 12100011210001 12200001220000 2.24032.2403 0.85260.8526 1.38771.3877 55 1One 1682000116820001 1683000016830000 2.33772.3377 0.96610.9661 1.37161.3716 66 1One 28100012810001 28200002820000 2.10322.1032 0.73580.7358 1.36741.3674 77 1One 14600011460001 14700001470000 2.56632.5663 1.22141.2214 1.34491.3449 88 1One 33100013310001 33200003320000 2.48592.4859 1.15811.1581 1.32791.3279 99 1One 23200012320001 23300002330000 2.07292.0729 0.76900.7690 1.30391.3039 1010 1One 10800011080001 10900001090000 2.02562.0256 0.73560.7356 1.29001.2900 1111 1One 34000013400001 34100003410000 2.08602.0860 0.80680.8068 1.27931.2793 1212 1One 33700013370001 33800003380000 1.96061.9606 0.70980.7098 1.25081.2508 1313 1One 11400011140001 11500001150000 2.41782.4178 1.19381.1938 1.22411.2241 1414 1One 30400013040001 30500003050000 2.06972.0697 0.86010.8601 1.20961.2096 1515 1One 24100012410001 24200002420000 1.83441.8344 0.62650.6265 1.20791.2079 1616 1One 22600012260001 22700002270000 2.08482.0848 0.88280.8828 1.20201.2020 1717 1One 1064000110640001 1065000010650000 2.15392.1539 0.96390.9639 1.19001.1900 1818 1One 27800012780001 27900002790000 1.94301.9430 0.76030.7603 1.18281.1828 1919 1One 11500011150001 11600001160000 2.30052.3005 1.12721.1272 1.17321.1732 2020 1One 19900011990001 20000002000000 2.16902.1690 0.99920.9992 1.16981.1698 2121 1One 19000011900001 19100001910000 2.24952.2495 1.09291.0929 1.15661.1566 2222 1One 12600011260001 12700001270000 2.42082.4208 1.26531.2653 1.15551.1555 2323 1One 11600011160001 11700001170000 2.10422.1042 0.95540.9554 1.14881.1488 2424 1One 12200011220001 12300001230000 2.08352.0835 0.93700.9370 1.14651.1465 2525 1One 880001880001 890000890000 1.81521.8152 0.67830.6783 1.13681.1368 2626 1One 10100011010001 10200001020000 2.08332.0833 0.94800.9480 1.13531.1353 2727 1One 1.1E+081.1E + 08 1.1E+081.1E + 08 1.73921.7392 0.60470.6047 1.13451.1345 2828 1One 1689000116890001 1690000016900000 1.68531.6853 0.55120.5512 1.13411.1341 2929 1One 1.42E+081.42E + 08 1.42E+081.42E + 08 2.61782.6178 1.48551.4855 1.13221.1322 3030 1One 1065000110650001 1066000010660000 1.97461.9746 0.84600.8460 1.12851.1285 3131 1One 35000013500001 35100003510000 1.66451.6645 0.53890.5389 1.12551.1255 3232 1One 20000012000001 20100002010000 2.23052.2305 1.11121.1112 1.11941.1194 3333 1One 25100012510001 25200002520000 1.59441.5944 0.47520.4752 1.11931.1193 3434 1One 1063000110630001 1064000010640000 2.06222.0622 0.94600.9460 1.11621.1162 3535 1One 870001870001 880000880000 1.71691.7169 0.60090.6009 1.11591.1159 3636 1One 34500013450001 34600003460000 2.08052.0805 0.98210.9821 1.09841.0984 3737 1One 32100013210001 32200003220000 1.76981.7698 0.67580.6758 1.09401.0940 3838 1One 14700011470001 14800001480000 1.83781.8378 0.75130.7513 1.08641.0864 3939 1One 36900013690001 37000003700000 1.81961.8196 0.73620.7362 1.08341.0834 4040 1One 33800013380001 33900003390000 1.51161.5116 0.43830.4383 1.07331.0733 4141 1One 22700012270001 22800002280000 1.87081.8708 0.79870.7987 1.07211.0721 4242 1One 11700011170001 11800001180000 1.51661.5166 0.44760.4476 1.06901.0690 4343 1One 30200013020001 30300003030000 2.31932.3193 1.25281.2528 1.06661.0666 4444 1One 10500011050001 10600001060000 2.49772.4977 1.43271.4327 1.06501.0650 4545 1One 27900012790001 28000002800000 1.62131.6213 0.55960.5596 1.06171.0617 4646 1One 12500011250001 12600001260000 2.12042.1204 1.07371.0737 1.04671.0467 4747 1One 27600012760001 27700002770000 1.84311.8431 0.79780.7978 1.04541.0454 4848 1One 21900012190001 22000002200000 1.81071.8107 0.76870.7687 1.04201.0420 4949 1One 34100013410001 34200003420000 1.72521.7252 0.68790.6879 1.03741.0374 5050 1One 31300013130001 31400003140000 1.97661.9766 0.94020.9402 1.03641.0364 5151 1One 31800013180001 31900003190000 1.89481.8948 0.85980.8598 1.03491.0349 5252 1One 22900012290001 23000002300000 1.74081.7408 0.70600.7060 1.03491.0349 5353 1One 20900012090001 21000002100000 2.26772.2677 1.23541.2354 1.03231.0323 5454 1One 60700016070001 60800006080000 1.64991.6499 0.61980.6198 1.03001.0300 5555 1One 35900013590001 36000003600000 1.73681.7368 0.70870.7087 1.02821.0282 5656 1One 36100013610001 36200003620000 1.62281.6228 0.59510.5951 1.02771.0277 5757 1One 22200012220001 22300002230000 2.12742.1274 1.10041.1004 1.02701.0270 5858 1One 1593000115930001 1594000015940000 1.54461.5446 0.51910.5191 1.02561.0256 5959 1One 960001960001 970000970000 1.49181.4918 0.46690.4669 1.02501.0250 6060 1One 33300013330001 33400003340000 1.85981.8598 0.83610.8361 1.02371.0237 6161 1One 21000012100001 21100002110000 2.17512.1751 1.16051.1605 1.01461.0146 6262 1One 10900011090001 11000001100000 1.77471.7747 0.76330.7633 1.01131.0113 6363 1One 34600013460001 34700003470000 1.65801.6580 0.64770.6477 1.01031.0103 6464 1One 31000013100001 31100003110000 1.68851.6885 0.67980.6798 1.00871.0087 6565 1One 890001890001 900000900000 1.71961.7196 0.71090.7109 1.00871.0087 6666 1One 30700013070001 30800003080000 1.52121.5212 0.51320.5132 1.00811.0081 6767 1One 20100012010001 20200002020000 2.18032.1803 1.17331.1733 1.00701.0070 6868 1One 28000012800001 28100002810000 1.64101.6410 0.64080.6408 1.00021.0002 6969 22 9096000190960001 9097000090970000 5.90945.9094 4.19404.1940 1.71551.7155 7070 22 1.33E+081.33E + 08 1.33E+081.33E + 08 5.67615.6761 3.97493.9749 1.70121.7012 7171 22 9097000190970001 9098000090980000 5.45195.4519 3.82773.8277 1.62431.6243 7272 22 1.33E+081.33E + 08 1.33E+081.33E + 08 7.39927.3992 5.80365.8036 1.59561.5956 7373 22 2.42E+082.42E + 08 2.43E+082.43E + 08 2.23732.2373 0.84500.8450 1.39241.3924 7474 22 2.42E+082.42E + 08 2.42E+082.42E + 08 1.85401.8540 0.63530.6353 1.21871.2187 7575 22 2.41E+082.41E + 08 2.41E+082.41E + 08 2.03622.0362 0.83530.8353 1.20091.2009 7676 22 2.42E+082.42E + 08 2.42E+082.42E + 08 1.61701.6170 0.44700.4470 1.17001.1700 7777 22 1.32E+081.32E + 08 1.32E+081.32E + 08 1.42771.4277 0.28980.2898 1.13791.1379 7878 22 2.39E+082.39E + 08 2.39E+082.39E + 08 1.80321.8032 0.71590.7159 1.08721.0872 7979 22 9163000191630001 9164000091640000 4.28774.2877 3.20623.2062 1.08151.0815 8080 22 2.39E+082.39E + 08 2.39E+082.39E + 08 2.14792.1479 1.08931.0893 1.05861.0586 8181 22 2.41E+082.41E + 08 2.41E+082.41E + 08 1.55281.5528 0.49680.4968 1.05601.0560 8282 22 2.42E+082.42E + 08 2.42E+082.42E + 08 1.49861.4986 0.44560.4456 1.05301.0530 8383 22 2.39E+082.39E + 08 2.39E+082.39E + 08 1.63311.6331 0.58250.5825 1.05051.0505 8484 22 2.42E+082.42E + 08 2.42E+082.42E + 08 1.58451.5845 0.53440.5344 1.05011.0501 8585 22 2.42E+082.42E + 08 2.42E+082.42E + 08 1.77761.7776 0.72980.7298 1.04781.0478 8686 22 1.33E+081.33E + 08 1.33E+081.33E + 08 3.83663.8366 2.79352.7935 1.04311.0431 8787 22 1.28E+081.28E + 08 1.28E+081.28E + 08 1.61981.6198 0.58050.5805 1.03931.0393 8888 22 1083000110830001 1084000010840000 1.97511.9751 0.93840.9384 1.03671.0367 8989 22 2.4E+082.4E + 08 2.4E+082.4E + 08 2.11332.1133 1.07781.0778 1.03551.0355 9090 22 2.41E+082.41E + 08 2.41E+082.41E + 08 1.74161.7416 0.71020.7102 1.03141.0314 9191 22 2.41E+082.41E + 08 2.41E+082.41E + 08 1.77621.7762 0.74500.7450 1.03111.0311 9292 22 36600013660001 36700003670000 1.75271.7527 0.74960.7496 1.00311.0031 9393 33 1.97E+081.97E + 08 1.97E+081.97E + 08 1.93211.9321 0.52490.5249 1.40721.4072 9494 33 1.99E+081.99E + 08 1.99E+081.99E + 08 1.81741.8174 0.64530.6453 1.17211.1721 9595 33 7579500175795001 7580500075805000 2.61582.6158 1.46721.4672 1.14861.1486 9696 33 1157500111575001 1158500011585000 1.94221.9422 0.81970.8197 1.12241.1224 9797 33 1.97E+081.97E + 08 1.97E+081.97E + 08 1.96571.9657 0.85480.8548 1.11091.1109 9898 33 1.97E+081.97E + 08 1.97E+081.97E + 08 1.68181.6818 0.59870.5987 1.08311.0831 9999 33 5252500152525001 5253500052535000 1.80921.8092 0.73010.7301 1.07911.0791 100100 33 1.28E+081.28E + 08 1.28E+081.28E + 08 1.47291.4729 0.40800.4080 1.06481.0648 101101 33 1.28E+081.28E + 08 1.28E+081.28E + 08 1.59881.5988 0.59590.5959 1.00291.0029 102102 44 4934000149340001 4935000049350000 5.22665.2266 3.14513.1451 2.08142.0814 103103 44 4884000148840001 4885000048850000 5.50605.5060 3.54283.5428 1.96321.9632 104104 44 4880000148800001 4881000048810000 4.86614.8661 3.03393.0339 1.83231.8323 105105 44 17700011770001 17800001780000 2.46372.4637 0.80570.8057 1.65811.6581 106106 44 4933000149330001 4934000049340000 5.13155.1315 3.58313.5831 1.54841.5484 107107 44 4881000148810001 4882000048820000 4.67254.6725 3.18533.1853 1.48721.4872 108108 44 700001700001 710000710000 2.17322.1732 0.68860.6886 1.48461.4846 109109 44 870001870001 880000880000 2.30042.3004 0.92580.9258 1.37461.3746 110110 44 12100011210001 12200001220000 2.53692.5369 1.21181.2118 1.32511.3251 111111 44 13600011360001 13700001370000 2.25442.2544 0.97740.9774 1.27701.2770 112112 44 15700011570001 15800001580000 2.00462.0046 0.73150.7315 1.27321.2732 113113 44 950001950001 960000960000 1.98721.9872 0.72080.7208 1.26651.2665 114114 44 11900011190001 12000001200000 1.96361.9636 0.74920.7492 1.21441.2144 115115 44 940001940001 950000950000 2.19632.1963 0.98770.9877 1.20861.2086 116116 44 16100011610001 16200001620000 1.88241.8824 0.68220.6822 1.20021.2002 117117 44 4879000148790001 4880000048800000 3.12273.1227 1.92671.9267 1.19601.1960 118118 44 10000011000001 10100001010000 2.14172.1417 0.95890.9589 1.18281.1828 119119 44 930001930001 940000940000 2.03632.0363 0.87040.8704 1.16591.1659 120120 44 15400011540001 15500001550000 1.59431.5943 0.42850.4285 1.16581.1658 121121 44 19500011950001 19600001960000 2.15292.1529 0.98740.9874 1.16551.1655 122122 44 10200011020001 10300001030000 1.75651.7565 0.61980.6198 1.13671.1367 123123 44 15100011510001 15200001520000 1.63951.6395 0.51070.5107 1.12881.1288 124124 44 610001610001 620000620000 1.51461.5146 0.40400.4040 1.11061.1106 125125 44 13400011340001 13500001350000 2.05452.0545 0.94590.9459 1.10861.1086 126126 44 34800013480001 34900003490000 2.20482.2048 1.09811.0981 1.10671.1067 127127 44 12200011220001 12300001230000 2.04952.0495 0.95920.9592 1.09031.0903 128128 44 20300012030001 20400002040000 1.76771.7677 0.68010.6801 1.08761.0876 129129 44 660001660001 670000670000 1.64911.6491 0.57580.5758 1.07341.0734 130130 44 13500011350001 13600001360000 2.37332.3733 1.30511.3051 1.06811.0681 131131 44 15000011500001 15100001510000 1.83561.8356 0.76930.7693 1.06631.0663 132132 44 890001890001 900000900000 2.04912.0491 0.98510.9851 1.06411.0641 133133 44 34900013490001 35000003500000 2.00782.0078 0.94710.9471 1.06071.0607 134134 44 17500011750001 17600001760000 1.54981.5498 0.49210.4921 1.05771.0577 135135 44 12000011200001 12100001210000 2.42822.4282 1.37251.3725 1.05571.0557 136136 44 16200011620001 16300001630000 1.98781.9878 0.94500.9450 1.04281.0428 137137 44 970001970001 980000980000 1.86301.8630 0.82130.8213 1.04171.0417 138138 44 32200013220001 32300003230000 1.79671.7967 0.76310.7631 1.03361.0336 139139 44 840001840001 850000850000 1.97911.9791 0.94660.9466 1.03251.0325 140140 44 15300011530001 15400001540000 1.69721.6972 0.66660.6666 1.03061.0306 141141 44 29100012910001 29200002920000 1.83311.8331 0.81660.8166 1.01661.0166 142142 44 710001710001 720000720000 2.11452.1145 1.10151.1015 1.01301.0130 143143 44 15800011580001 15900001590000 2.03872.0387 1.02741.0274 1.01141.0114 144144 44 82400018240001 82500008250000 1.42451.4245 0.41780.4178 1.00671.0067 145145 44 1.91E+081.91E + 08 1.91E+081.91E + 08 1.70101.7010 0.69930.6993 1.00171.0017 146146 55 11330011133001 11430001143000 2.55852.5585 1.21761.2176 1.34091.3409 147147 55 713001713001 723000723000 2.27202.2720 0.96140.9614 1.31051.3105 148148 55 15530011553001 15630001563000 2.13282.1328 0.88820.8882 1.24461.2446 149149 55 11130011113001 11230001123000 2.37352.3735 1.13951.1395 1.23401.2340 150150 55 11030011103001 11130001113000 2.22542.2254 1.05801.0580 1.16751.1675 151151 55 10830011083001 10930001093000 1.81621.8162 0.64980.6498 1.16641.1664 152152 55 533001533001 543000543000 2.08312.0831 0.92400.9240 1.15901.1590 153153 55 903001903001 913000913000 2.17512.1751 1.04431.0443 1.13081.1308 154154 55 19630011963001 19730001973000 1.61671.6167 0.54050.5405 1.07631.0763 155155 55 13230011323001 13330001333000 1.99841.9984 0.93110.9311 1.06741.0674 156156 55 553001553001 563000563000 1.77701.7770 0.72620.7262 1.05081.0508 157157 55 15630011563001 15730001573000 1.88221.8822 0.83300.8330 1.04921.0492 158158 55 13330011333001 13430001343000 1.88621.8862 0.84330.8433 1.04291.0429 159159 55 13430011343001 13530001353000 1.58491.5849 0.54720.5472 1.03771.0377 160160 55 893001893001 903000903000 1.30671.3067 0.27000.2700 1.03671.0367 161161 55 1.18E+081.18E + 08 1.18E+081.18E + 08 1.32421.3242 0.29110.2911 1.03311.0331 162162 55 13830011383001 13930001393000 1.87371.8737 0.84660.8466 1.02711.0271 163163 55 12530011253001 12630001263000 1.56081.5608 0.55420.5542 1.00661.0066 164164 55 483001483001 493000493000 1.86481.8648 0.86360.8636 1.00121.0012 165165 66 1.69E+081.69E + 08 1.69E+081.69E + 08 1.84091.8409 0.49200.4920 1.34891.3489 166166 66 1.7E+081.7E + 08 1.7E+081.7E + 08 1.90961.9096 0.64890.6489 1.26081.2608 167167 66 1.7E+081.7E + 08 1.7E+081.7E + 08 2.02052.0205 0.79270.7927 1.22781.2278 168168 66 1.7E+081.7E + 08 1.7E+081.7E + 08 1.93041.9304 0.75770.7577 1.17271.1727 169169 66 1.68E+081.68E + 08 1.68E+081.68E + 08 1.99641.9964 0.83900.8390 1.15741.1574 170170 66 1.7E+081.7E + 08 1.7E+081.7E + 08 1.95971.9597 0.82920.8292 1.13051.1305 171171 66 1.7E+081.7E + 08 1.7E+081.7E + 08 2.14572.1457 1.07991.0799 1.06581.0658 172172 66 1.69E+081.69E + 08 1.69E+081.69E + 08 1.77841.7784 0.75180.7518 1.02661.0266 173173 77 15440011544001 15540001554000 2.96172.9617 0.98740.9874 1.97431.9743 174174 77 14940011494001 15040001504000 3.05133.0513 1.19831.1983 1.85301.8530 175175 77 14840011484001 14940001494000 2.55202.5520 0.87380.8738 1.67821.6782 176176 77 10140011014001 10240001024000 2.63202.6320 0.96580.9658 1.66611.6661 177177 77 6142400161424001 6143400061434000 5.50905.5090 3.95823.9582 1.55071.5507 178178 77 10940011094001 11040001104000 2.47472.4747 1.07541.0754 1.39931.3993 179179 77 894001894001 904000904000 2.57892.5789 1.18871.1887 1.39021.3902 180180 77 17440011744001 17540001754000 2.43402.4340 1.06391.0639 1.37011.3701 181181 77 19140011914001 19240001924000 2.31582.3158 0.96920.9692 1.34661.3466 182182 77 18440011844001 18540001854000 2.21442.2144 0.89090.8909 1.32341.3234 183183 77 10240011024001 10340001034000 2.33922.3392 1.03221.0322 1.30701.3070 184184 77 1.5E+081.5E + 08 1.5E+081.5E + 08 2.17652.1765 0.87540.8754 1.30121.3012 185185 77 774001774001 784000784000 2.44062.4406 1.15651.1565 1.28421.2842 186186 77 984001984001 994000994000 1.86351.8635 0.58340.5834 1.28011.2801 187187 77 11140011114001 11240001124000 2.20912.2091 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1.00641.0064 637637 1717 7559000175590001 7560000075600000 1.93681.9368 0.93460.9346 1.00221.0022 638638 1818 7534000175340001 7535000075350000 2.35212.3521 1.09691.0969 1.25511.2551 639639 1818 7531000175310001 7532000075320000 2.48252.4825 1.24431.2443 1.23821.2382 640640 1818 7532000175320001 7533000075330000 2.03232.0323 0.83460.8346 1.19761.1976 641641 1818 7573000175730001 7574000075740000 2.19322.1932 0.99990.9999 1.19331.1933 642642 1818 7524000175240001 7525000075250000 1.78811.7881 0.61620.6162 1.17181.1718 643643 1818 7529000175290001 7530000075300000 2.32082.3208 1.15831.1583 1.16251.1625 644644 1818 7533000175330001 7534000075340000 2.02722.0272 0.91640.9164 1.11081.1108 645645 1818 7593000175930001 7594000075940000 1.38471.3847 0.27650.2765 1.10821.1082 646646 1818 7528000175280001 7529000075290000 2.04792.0479 0.94190.9419 1.10601.1060 647647 1818 7563000175630001 7564000075640000 1.78391.7839 0.67860.6786 1.10541.1054 648648 1818 7576000175760001 7577000075770000 1.99061.9906 0.93040.9304 1.06031.0603 649649 1818 7449000174490001 7450000074500000 1.97131.9713 0.93130.9313 1.03991.0399 650650 1818 7571000175710001 7572000075720000 2.11312.1131 1.09451.0945 1.01861.0186 651651 1818 7559000175590001 7560000075600000 2.40482.4048 1.38661.3866 1.01811.0181 652652 1818 7530000175300001 7531000075310000 2.14972.1497 1.14751.1475 1.00221.0022 653653 1919 21710012171001 21810002181000 2.80692.8069 1.10651.1065 1.70041.7004 654654 1919 11010011101001 11110001111000 2.61322.6132 0.93630.9363 1.67691.6769 655655 1919 591001591001 601000601000 2.61072.6107 0.97010.9701 1.64061.6406 656656 1919 11710011171001 11810001181000 2.77352.7735 1.18061.1806 1.59291.5929 657657 1919 17710011771001 17810001781000 2.51492.5149 0.97210.9721 1.54281.5428 658658 1919 961001961001 971000971000 2.30302.3030 0.78780.7878 1.51511.5151 659659 1919 561001561001 571000571000 2.11202.1120 0.60470.6047 1.50721.5072 660660 1919 13710011371001 13810001381000 2.74102.7410 1.25231.2523 1.48881.4888 661661 1919 31410013141001 31510003151000 2.17472.1747 0.69090.6909 1.48391.4839 662662 1919 36010013601001 36110003611000 2.23362.2336 0.76290.7629 1.47071.4707 663663 1919 831001831001 841000841000 2.32142.3214 0.86420.8642 1.45721.4572 664664 1919 31510013151001 31610003161000 2.15812.1581 0.74590.7459 1.41221.4122 665665 1919 751001751001 761000761000 2.41432.4143 1.00611.0061 1.40821.4082 666666 1919 401001401001 411000411000 2.46672.4667 1.06271.0627 1.40391.4039 667667 1919 18610011861001 18710001871000 2.21782.2178 0.83000.8300 1.38781.3878 668668 1919 601001601001 611000611000 2.24722.2472 0.86520.8652 1.38201.3820 669669 1919 50910015091001 51010005101000 2.17362.1736 0.81170.8117 1.36191.3619 670670 1919 23810012381001 23910002391000 2.14952.1495 0.79740.7974 1.35211.3521 671671 1919 571001571001 581000581000 2.32212.3221 0.97490.9749 1.34721.3472 672672 1919 11810011181001 11910001191000 1.86771.8677 0.54830.5483 1.31931.3193 673673 1919 36110013611001 36210003621000 2.32342.3234 1.02281.0228 1.30061.3006 674674 1919 15910011591001 16010001601000 2.45012.4501 1.15131.1513 1.29881.2988 675675 1919 30610013061001 30710003071000 2.48042.4804 1.18321.1832 1.29711.2971 676676 1919 19210011921001 19310001931000 2.32592.3259 1.02921.0292 1.29671.2967 677677 1919 39810013981001 39910003991000 2.29832.2983 1.00581.0058 1.29251.2925 678678 1919 35810013581001 35910003591000 2.45682.4568 1.16961.1696 1.28721.2872 679679 1919 34710013471001 34810003481000 2.18642.1864 0.90710.9071 1.27941.2794 680680 1919 21410012141001 21510002151000 2.55432.5543 1.27691.2769 1.27741.2774 681681 1919 19010011901001 19110001911000 2.33612.3361 1.06361.0636 1.27261.2726 682682 1919 21610012161001 21710002171000 1.99841.9984 0.73200.7320 1.26631.2663 683683 1919 14310011431001 14410001441000 2.03622.0362 0.77160.7716 1.26461.2646 684684 1919 35610013561001 35710003571000 2.27432.2743 1.01091.0109 1.26341.2634 685685 1919 12510011251001 12610001261000 2.01332.0133 0.75180.7518 1.26141.2614 686686 1919 10710011071001 10810001081000 2.01342.0134 0.75490.7549 1.25851.2585 687687 1919 40410014041001 40510004051000 1.79251.7925 0.53670.5367 1.25581.2558 688688 1919 10310011031001 10410001041000 1.79701.7970 0.54810.5481 1.24901.2490 689689 1919 43110014311001 43210004321000 1.72691.7269 0.49780.4978 1.22911.2291 690690 1919 50510015051001 50610005061000 1.89731.8973 0.67750.6775 1.21971.2197 691691 1919 951001951001 961000961000 1.77211.7721 0.57230.5723 1.19971.1997 692692 1919 44510014451001 44610004461000 2.12852.1285 0.93570.9357 1.19281.1928 693693 1919 61710016171001 61810006181000 2.29872.2987 1.10671.1067 1.19201.1920 694694 1919 891001891001 901000901000 2.16572.1657 0.97410.9741 1.19161.1916 695695 1919 20610012061001 20710002071000 2.28332.2833 1.10061.1006 1.18281.1828 696696 1919 15710011571001 15810001581000 1.99581.9958 0.82180.8218 1.17401.1740 697697 1919 12410011241001 12510001251000 1.87351.8735 0.69970.6997 1.17381.1738 698698 1919 39910013991001 40010004001000 2.11072.1107 0.93860.9386 1.17211.1721 699699 1919 40010014001001 40110004011000 2.06532.0653 0.89510.8951 1.17021.1702 700700 1919 1393100113931001 1394100013941000 2.28042.2804 1.11061.1106 1.16971.1697 701701 1919 26810012681001 26910002691000 1.95381.9538 0.78480.7848 1.16891.1689 702702 1919 5962100159621001 5963100059631000 1.68071.6807 0.51480.5148 1.16591.1659 703703 1919 761001761001 771000771000 2.17082.1708 1.00641.0064 1.16451.1645 704704 1919 21310012131001 21410002141000 2.08352.0835 0.91970.9197 1.16381.1638 705705 1919 19310011931001 19410001941000 2.04672.0467 0.88490.8849 1.16181.1618 706706 1919 27410012741001 27510002751000 2.10332.1033 0.95000.9500 1.15331.1533 707707 1919 5380100153801001 5381100053811000 1.60431.6043 0.45490.4549 1.14931.1493 708708 1919 27510012751001 27610002761000 2.35132.3513 1.21241.2124 1.13891.1389 709709 1919 44610014461001 44710004471000 1.60381.6038 0.46580.4658 1.13811.1381 710710 1919 39610013961001 39710003971000 1.99721.9972 0.87080.8708 1.12641.1264 711711 1919 21510012151001 21610002161000 2.26402.2640 1.13801.1380 1.12601.1260 712712 1919 61810016181001 61910006191000 1.88081.8808 0.75600.7560 1.12481.1248 713713 1919 34810013481001 34910003491000 2.01572.0157 0.89380.8938 1.12191.1219 714714 1919 10910011091001 11010001101000 1.92091.9209 0.80940.8094 1.11151.1115 715715 1919 11110011111001 11210001121000 1.93861.9386 0.83510.8351 1.10341.1034 716716 1919 13410011341001 13510001351000 2.23262.2326 1.12961.1296 1.10301.1030 717717 1919 35110013511001 35210003521000 1.51901.5190 0.41680.4168 1.10221.1022 718718 1919 50110015011001 50210005021000 1.91891.9189 0.82080.8208 1.09811.0981 719719 1919 37010013701001 37110003711000 1.65101.6510 0.55770.5577 1.09331.0933 720720 1919 44410014441001 44510004451000 2.17322.1732 1.08451.0845 1.08871.0887 721721 1919 6089100160891001 6090100060901000 2.11452.1145 1.03271.0327 1.08171.0817 722722 1919 43910014391001 44010004401000 2.01052.0105 0.93460.9346 1.07591.0759 723723 1919 75810017581001 75910007591000 1.75261.7526 0.67680.6768 1.07581.0758 724724 1919 21910012191001 22010002201000 1.79011.7901 0.71530.7153 1.07481.0748 725725 1919 17910011791001 18010001801000 1.68911.6891 0.61500.6150 1.07411.0741 726726 1919 991001991001 10010001001000 1.82881.8288 0.75760.7576 1.07111.0711 727727 1919 50210015021001 50310005031000 1.85891.8589 0.78790.7879 1.07101.0710 728728 1919 46510014651001 46610004661000 1.71921.7192 0.64860.6486 1.07061.0706 729729 1919 45010014501001 45110004511000 1.33591.3359 0.26590.2659 1.07001.0700 730730 1919 701001701001 711000711000 1.58761.5876 0.51820.5182 1.06941.0694 731731 1919 4096100140961001 4097100040971000 1.81821.8182 0.75280.7528 1.06551.0655 732732 1919 5484100154841001 5485100054851000 1.79551.7955 0.73050.7305 1.06501.0650 733733 1919 541001541001 551000551000 1.81571.8157 0.75240.7524 1.06321.0632 734734 1919 35210013521001 35310003531000 1.80821.8082 0.74710.7471 1.06101.0610 735735 1919 691001691001 701000701000 1.88321.8832 0.82870.8287 1.05451.0545 736736 1919 371001371001 381000381000 1.80931.8093 0.75700.7570 1.05231.0523 737737 1919 1029100110291001 1030100010301000 1.59021.5902 0.54200.5420 1.04821.0482 738738 1919 35910013591001 36010003601000 1.70461.7046 0.65690.6569 1.04771.0477 739739 1919 13610011361001 13710001371000 1.74301.7430 0.69550.6955 1.04751.0475 740740 1919 471001471001 481000481000 1.49071.4907 0.44690.4469 1.04371.0437 741741 1919 22810012281001 22910002291000 1.75891.7589 0.72030.7203 1.03861.0386 742742 1919 1951100119511001 1952100019521000 1.67741.6774 0.64510.6451 1.03231.0323 743743 1919 22910012291001 23010002301000 2.03712.0371 1.00511.0051 1.03211.0321 744744 1919 821001821001 831000831000 1.79491.7949 0.76590.7659 1.02911.0291 745745 1919 33710013371001 33810003381000 1.55831.5583 0.52970.5297 1.02861.0286 746746 1919 10610011061001 10710001071000 1.99091.9909 0.96530.9653 1.02561.0256 747747 1919 3857100138571001 3858100038581000 1.85711.8571 0.83300.8330 1.02411.0241 748748 1919 59410015941001 59510005951000 2.02002.0200 0.99630.9963 1.02381.0238 749749 1919 6130100161301001 6131100061311000 1.67281.6728 0.65360.6536 1.01921.0192 750750 1919 37510013751001 37610003761000 1.83751.8375 0.82050.8205 1.01701.0170 751751 1919 36310013631001 36410003641000 1.46451.4645 0.45070.4507 1.01381.0138 752752 1919 27610012761001 27710002771000 1.83261.8326 0.81890.8189 1.01381.0138 753753 1919 75210017521001 75310007531000 1.75621.7562 0.74390.7439 1.01231.0123 754754 1919 901001901001 911000911000 1.69171.6917 0.67980.6798 1.01191.0119 755755 1919 18910011891001 19010001901000 1.67741.6774 0.66680.6668 1.01061.0106 756756 1919 351001351001 361000361000 1.60981.6098 0.60070.6007 1.00911.0091 757757 1919 1873100118731001 1874100018741000 1.51131.5113 0.50310.5031 1.00821.0082 758758 1919 30510013051001 30610003061000 1.63591.6359 0.63450.6345 1.00141.0014 759759 1919 78810017881001 78910007891000 1.57411.5741 0.57300.5730 1.00111.0011 760760 1919 18710011871001 18810001881000 1.68141.6814 0.68080.6808 1.00061.0006 761761 2020 6151800161518001 6152800061528000 2.47092.4709 0.96200.9620 1.50891.5089 762762 2020 6165800161658001 6166800061668000 2.52172.5217 1.02271.0227 1.49901.4990 763763 2020 6031800160318001 6032800060328000 2.39532.3953 1.00641.0064 1.38901.3890 764764 2020 6168800161688001 6169800061698000 2.02692.0269 0.70750.7075 1.31941.3194 765765 2020 6093800160938001 6094800060948000 1.99531.9953 0.74700.7470 1.24831.2483 766766 2020 2927800129278001 2928800029288000 4.04624.0462 2.80092.8009 1.24531.2453 767767 2020 6144800161448001 6145800061458000 2.04042.0404 0.81380.8138 1.22661.2266 768768 2020 6140800161408001 6141800061418000 1.75151.7515 0.52570.5257 1.22581.2258 769769 2020 6137800161378001 6138800061388000 2.12432.1243 0.95780.9578 1.16641.1664 770770 2020 6178800161788001 6179800061798000 1.99231.9923 0.82770.8277 1.16451.1645 771771 2020 6203800162038001 6204800062048000 1.81031.8103 0.66010.6601 1.15021.1502 772772 2020 6075800160758001 6076800060768000 1.85241.8524 0.72370.7237 1.12871.1287 773773 2020 6177800161778001 6178800061788000 1.87001.8700 0.74410.7441 1.12591.1259 774774 2020 6105800161058001 6106800061068000 2.24152.2415 1.12661.1266 1.11491.1149 775775 2020 6079800160798001 6080800060808000 1.62971.6297 0.52810.5281 1.10161.1016 776776 2020 6016800160168001 6017800060178000 1.93581.9358 0.83690.8369 1.09901.0990 777777 2020 6149800161498001 6150800061508000 1.96801.9680 0.88700.8870 1.08101.0810 778778 2020 6202800162028001 6203800062038000 2.06582.0658 0.98660.9866 1.07921.0792 779779 2020 6015800160158001 6016800060168000 2.17672.1767 1.10641.1064 1.07031.0703 780780 2020 6040800160408001 6041800060418000 1.55701.5570 0.49050.4905 1.06641.0664 781781 2020 6214800162148001 6215800062158000 1.36641.3664 0.30410.3041 1.06231.0623 782782 2020 6133800161338001 6134800061348000 1.50691.5069 0.45170.4517 1.05521.0552 783783 2020 6186800161868001 6187800061878000 2.06922.0692 1.01581.0158 1.05341.0534 784784 2020 2812800128128001 2813800028138000 1.97681.9768 0.92930.9293 1.04751.0475 785785 2020 6112800161128001 6113800061138000 1.63311.6331 0.58780.5878 1.04531.0453 786786 2020 6150800161508001 6151800061518000 2.00992.0099 0.96860.9686 1.04131.0413 787787 2020 6162800161628001 6163800061638000 1.83331.8333 0.79550.7955 1.03781.0378 788788 2020 6030800160308001 6031800060318000 1.71481.7148 0.68780.6878 1.02701.0270 789789 2020 6163800161638001 6164800061648000 1.70871.7087 0.68170.6817 1.02691.0269 790790 2020 6156800161568001 6157800061578000 1.40091.4009 0.37550.3755 1.02541.0254 791791 2020 2928800129288001 2929800029298000 4.13304.1330 3.10993.1099 1.02311.0231 792792 2020 6032800160328001 6033800060338000 1.73021.7302 0.71580.7158 1.01441.0144 793793 2020 2578800125788001 2579800025798000 1.63101.6310 0.61790.6179 1.01311.0131 794794 2020 6039800160398001 6040800060408000 1.93691.9369 0.92590.9259 1.01101.0110 795795 2020 2926800129268001 2927800029278000 3.89533.8953 2.88872.8887 1.00661.0066 796796 2121 4638976646389766 4639976546399765 2.34792.3479 0.86110.8611 1.48681.4868 797797 2121 4403976644039766 4404976544049765 2.24912.2491 0.81850.8185 1.43061.4306 798798 2121 4623976646239766 4624976546249765 2.28092.2809 0.88010.8801 1.40081.4008 799799 2121 4570976645709766 4571976545719765 2.31632.3163 1.00311.0031 1.31321.3132 800800 2121 98697669869766 98797659879765 4.04894.0489 2.73742.7374 1.31151.3115 801801 2121 4522976645229766 4523976545239765 2.12102.1210 0.82540.8254 1.29561.2956 802802 2121 4636976646369766 4637976546379765 2.13612.1361 0.88690.8869 1.24931.2493 803803 2121 4456976644569766 4457976544579765 2.24622.2462 0.99910.9991 1.24711.2471 804804 2121 98197669819766 98297659829765 4.28104.2810 3.05913.0591 1.22191.2219 805805 2121 4622976646229766 4623976546239765 2.05102.0510 0.83390.8339 1.21711.2171 806806 2121 97997669799766 98097659809765 4.19894.1989 2.98302.9830 1.21591.2159 807807 2121 4523976645239766 4524976545249765 1.93651.9365 0.72100.7210 1.21541.2154 808808 2121 4368976643689766 4369976543699765 2.05162.0516 0.85230.8523 1.19931.1993 809809 2121 4565976645659766 4566976545669765 1.96531.9653 0.78030.7803 1.18501.1850 810810 2121 4365976643659766 4366976543669765 2.04762.0476 0.88110.8811 1.16651.1665 811811 2121 4452976644529766 4453976544539765 1.71181.7118 0.55700.5570 1.15481.1548 812812 2121 4454976644549766 4455976544559765 1.99781.9978 0.84940.8494 1.14841.1484 813813 2121 4572976645729766 4573976545739765 2.07122.0712 0.93210.9321 1.13911.1391 814814 2121 4460976644609766 4461976544619765 1.64801.6480 0.51230.5123 1.13571.1357 815815 2121 4455976644559766 4456976544569765 2.11732.1173 0.98580.9858 1.13151.1315 816816 2121 4334976643349766 4335976543359765 2.16022.1602 1.05191.0519 1.10821.1082 817817 2121 1436976614369766 1437976514379765 2.32132.3213 1.22131.2213 1.10001.1000 818818 2121 4556976645569766 4557976545579765 1.60511.6051 0.51840.5184 1.08671.0867 819819 2121 4417976644179766 4418976544189765 2.01312.0131 0.93160.9316 1.08151.0815 820820 2121 4435976644359766 4436976544369765 1.83471.8347 0.75520.7552 1.07951.0795 821821 2121 98597669859766 98697659869765 3.51273.5127 2.43382.4338 1.07891.0789 822822 2121 4399976643999766 4400976544009765 1.83701.8370 0.75920.7592 1.07781.0778 823823 2121 4635976646359766 4636976546369765 1.54151.5415 0.46540.4654 1.07611.0761 824824 2121 4336976643369766 4337976543379765 1.43931.4393 0.38660.3866 1.05281.0528 825825 2121 4631976646319766 4632976546329765 1.88231.8823 0.84090.8409 1.04141.0414 826826 2222 1523000115230001 1524000015240000 5.08305.0830 3.50903.5090 1.57411.5741 827827 2222 1851000118510001 1852000018520000 1.78071.7807 0.46200.4620 1.31871.3187 828828 2222 4924000149240001 4925000049250000 2.35152.3515 1.06961.0696 1.28191.2819 829829 2222 4906000149060001 4907000049070000 2.39672.3967 1.18711.1871 1.20961.2096 830830 2222 4841000148410001 4842000048420000 2.02782.0278 0.87560.8756 1.15221.1522 831831 2222 4729000147290001 4730000047300000 1.96381.9638 0.81650.8165 1.14731.1473 832832 2222 1904000119040001 1905000019050000 1.44061.4406 0.29950.2995 1.14111.1411 833833 2222 4592000145920001 4593000045930000 2.07022.0702 0.94710.9471 1.12311.1231 834834 2222 4787000147870001 4788000047880000 2.05742.0574 0.94350.9435 1.11391.1139 835835 2222 4398000143980001 4399000043990000 1.65881.6588 0.55700.5570 1.10181.1018 836836 2222 4518000145180001 4519000045190000 1.96891.9689 0.91290.9129 1.05601.0560 837837 2222 4593000145930001 4594000045940000 2.16942.1694 1.11361.1136 1.05581.0558 838838 2222 4870000148700001 4871000048710000 1.70981.7098 0.66590.6659 1.04391.0439 839839 2222 4193000141930001 4194000041940000 1.68141.6814 0.64040.6404 1.04111.0411 840840 2222 4920000149200001 4921000049210000 1.68111.6811 0.64100.6410 1.04011.0401 841841 2222 4950000149500001 4951000049510000 1.71191.7119 0.68510.6851 1.02681.0268 842842 2222 4733000147330001 4734000047340000 1.65151.6515 0.62660.6266 1.02491.0249 843843 2222 4741000147410001 4742000047420000 1.76251.7625 0.74350.7435 1.01901.0190 844844 2222 4590000145900001 4591000045910000 1.64591.6459 0.62870.6287 1.01721.0172 845845 2222 4509000145090001 4510000045100000 1.91091.9109 0.89470.8947 1.01621.0162 846846 2222 4530000145300001 4531000045310000 1.54211.5421 0.54070.5407 1.00141.0014 847847 YY 1064000110640001 1065000010650000 3.94283.9428 2.44802.4480 1.49491.4949 848848 YY 1235000112350001 1236000012360000 3.78143.7814 2.28682.2868 1.49451.4945 849849 YY 1193000111930001 1194000011940000 4.99554.9955 3.51513.5151 1.48051.4805 850850 YY 1237000112370001 1238000012380000 4.39024.3902 2.97672.9767 1.41351.4135 851851 YY 1191000111910001 1192000011920000 5.06315.0631 3.66743.6674 1.39571.3957 852852 YY 1232000112320001 1233000012330000 4.24394.2439 2.91442.9144 1.32951.3295 853853 YY 1194000111940001 1195000011950000 4.69524.6952 3.37353.3735 1.32171.3217 854854 YY 1192000111920001 1193000011930000 4.96144.9614 3.64433.6443 1.31711.3171 855855 YY 1063000110630001 1064000010640000 5.14885.1488 3.84303.8430 1.30581.3058 856856 YY 1214000112140001 1215000012150000 4.10084.1008 2.80692.8069 1.29391.2939 857857 YY 1171000111710001 1172000011720000 3.34133.3413 2.05802.0580 1.28341.2834 858858 YY 1062000110620001 1063000010630000 3.31003.3100 2.04512.0451 1.26491.2649 859859 YY 5738000157380001 5739000057390000 4.47584.4758 3.26963.2696 1.20621.2062 860860 YY 1233000112330001 1234000012340000 3.55663.5566 2.36982.3698 1.18681.1868 861861 YY 1236000112360001 1237000012370000 3.79933.7993 2.64732.6473 1.15201.1520 862862 YY 1211000112110001 1212000012120000 3.93113.9311 2.78072.7807 1.15041.1504 863863 YY 1234000112340001 1235000012350000 3.56693.5669 2.42292.4229 1.14401.1440 864864 YY 1231000112310001 1232000012320000 3.74153.7415 2.64752.6475 1.09411.0941 865865 YY 1215000112150001 1216000012160000 2.68082.6808 1.64821.6482 1.03271.0327 866866 YY 1213000112130001 1214000012140000 3.36433.3643 2.34402.3440 1.02021.0202

Genome-wide 분석결과에 포함된 과메틸화된 유전자Genomic-wide analysis included hypermethylated genes No.No. ChrChr Refgene_IDRefgene_ID SymbolSymbol Position
start
Position
start
Position
end
Position
end
(Psoriasis-Normal)
MES
(Psoriasis-Normal)
MES
CpGiCpGi
1One 1One NR_029834NR_029834 MIR200AMIR200A 10931051093105 10931951093195 2.3703 2.3703 XX 22 1One NM_001198995NM_001198995 NADKNADK 16725301672530 16799411679941 2.1240 2.1240 XX 33 1One NR_026874NR_026874 LOC100130417LOC100130417 842815842815 844680844680 2.1054 2.1054 OO 44 1One NM_001204191NM_001204191 TP73TP73 35970953597095 36426253642625 2.0636 2.0636 OO 55 22 NR_031608NR_031608 MIR663BMIR663B 132731008132731008 132731123132731123 2.7559 2.7559 OO 66 22 NR_027020NR_027020 ANKRD30BLANKRD30BL 132621636132621636 132732012132732012 2.3225 2.3225 OO 77 22 NM_003353NM_003353 UCNUCN 2738376827383768 2738463427384634 2.0086 2.0086 OO 88 44 NR_024569NR_024569 LOC100130872LOC100130872 11795701179570 11927501192750 2.1267 2.1267 OO 99 44 NM_001199021NM_001199021 SPON2SPON2 11507201150720 11927501192750 2.1267 2.1267 OO 1010 55 NR_031598NR_031598 MIR1229MIR1229 179157883179157883 179157952179157952 2.2805 2.2805 OO 1111 66 NM_001085401NM_001085401 C6orf201C6F202 40244384024438 40759984075998 2.0232 2.0232 OO 1212 77 NM_002402NM_002402 MESTMEST 129919173129919173 129933367129933367 2.1118 2.1118 OO 1313 77 NM_019102NM_019102 HOXA5HOXA5 2714719527147195 2714981227149812 2.1072 2.1072 OO 1414 99 NM_001101677NM_001101677 SOHLH1SOHLH1 137725075137725075 137731195137731195 2.0734 2.0734 OO 1515 1010 NM_001143763NM_001143763 SYCE1SYCE1 135217393135217393 135229128135229128 2.5107 2.5107 OO 1616 1010 NM_052997NM_052997 ANKRD30AANKRD30A 3745479037454790 3756150137561501 2.4561 2.4561 OO 1717 1111 NR_024627NR_024627 KCNQ1DNKCNQ1DN 28478382847838 28499112849911 2.0561 2.0561 OO 1818 1212 NM_001122772NM_001122772 AGAP2AGAP2 5640526056405260 5641829656418296 2.1059 2.1059 OO 1919 1414 NM_153046NM_153046 TDRD9TDRD9 103464569103464569 103588757103588757 2.1271 2.1271 OO 2020 1414 NM_001207074NM_001207074 FAM181AFAM181A 9346344093463440 9346570793465707 2.0819 2.0819 XX 2121 1414 NM_001109997NM_001109997 KLHL33KLHL33 1996680919966809 1997364119973641 2.0550 2.0550 OO 2222 1515 NR_033735NR_033735 REREP3REREP3 2004792820047928 2007219520072195 2.5617 2.5617 OO 2323 1515 NR_033671NR_033671 NOX5NOX5 6700991767009917 6713655567136555 2.1851 2.1851 OO 2424 1515 NM_172097NM_172097 CATSPER2CATSPER2 4171892541718925 4172833141728331 2.0753 2.0753 OO 2525 1616 NR_038368NR_038368 NCRNA00273NCRNA00273 3386855233868552 3387000433870004 2.1336 2.1336 OO 2626 1717 NM_000697NM_000697 ALOX12ALOX12 68401076840107 68547796854779 2.8662 2.8662 OO 2727 1919 NR_036154NR_036154 MIR3187MIR3187 764583764583 764653764653 2.9017 2.9017 OO 2828 1919 NR_034114NR_034114 LOC100288123LOC100288123 17730871773087 17755421775542 2.4744 2.4744 OO 2929 1919 NM_138568NM_138568 EXOC3L2EXOC3L2 5040771850407718 5042930950429309 2.1947 2.1947 OO 3030 1919 NR_039900NR_039900 MIR4745MIR4745 755931755931 756023756023 2.1094 2.1094 OO 3131 1919 NM_001136503NM_001136503 C19orf77C19orf77 34254043425404 34315403431540 2.0152 2.0152 XX 3232 1919 NR_033400NR_033400 C19orf34C19orf34 19035251903525 19055481905548 2.0059 2.0059 OO 3333 2020 NR_030386NR_030386 MIR663MIR663 2613682126136821 2613691426136914 2.8829 2.8829 OO 3434 2020 NM_001190826NM_001190826 C20orf177C20Fr177 5794221357942213 5795709757957097 2.0689 2.0689 OO 3535 2020 NR_003259NR_003259 GNASGNAS 5689757456897574 5691964256919642 2.0369 2.0369 OO 3636 2121 NM_199260NM_199260 TPTETPTE 99286139928613 1001279110012791 2.4734 2.4734 OO

2) 유전자 단위 분석2) Analysis of gene unit

좀 더 구체적인 결과를 얻기 위하여, 유전자단위로 methylation 변화를 알아보았다. 건선과 아토피 각각 염색체별로 promoter 와 gene body 의 methylation 변화를 살펴보았다.In order to obtain more specific results, methylation changes were investigated by gene unit. We examined the methylation changes of promoter and gene body for each chromosome of psoriasis and atopy.

상기 결과는 [도 2]에서 기재하였는데, [도 2]에서 건선 환자의 Total CD4+ cell DNA 프로모터와 genebody 부분이 정상 환자보다 과메틸화되어 있음을 확인할 수 있다. 아토피 환자는 genome-wide 분석과 마찬가지로, 특이적인 메틸화 변화가 없었다. The results are shown in FIG. 2, which shows that the total CD4 + cell DNA promoter and the genebody portion of psoriasis patients were over-methylated. As with genome-wide analysis, atopic patients did not have any specific methylation changes.

상기 건선 환자의 Total CD4+ T cell에서 과메틸화된 프로모터 중 dMES 값이 1 이상(정상과 비교하여 2배 더 메틸화가 증가한 경우)인 유전자를 확인해본 결과, 430개의 유전자를 얻을 수 있었으며, 발견된 유전자 중 CpG island(CpGI)를 가지고 있는 유전자는 217개, 갖고 있지 않는 유전자는 213개임을 확인하였다. 상기 발견된 430개의 유전자를 아래 [표 3]에 기재하였다.In the total CD4 + T cell of patients with psoriasis, 430 genes were obtained when the dMES value of the hypermethylated promoter was 1 or more (2-fold increase in methylation compared with normal) (CpGI) was found in 217 genes and 213 genes in CpG island. The 430 genes found above are listed in Table 3 below.

건선환자의 total CD4+ T cell 세포의 프로모터에서 dMES 값이 1이상으로 과메틸화된 유전자들In the promoter of total CD4 + T cell of psoriasis patients, genes with hypermethylated dMES value of 1 or more No.No. ChrChr Refgene_IDRefgene_ID SymbolSymbol Position
start
Position
start
Position
end
Position
end
Psoriasis
MES
Psoriasis
MES
Normal
MES
Normal
MES
(Psoriasis-Normal)
MES
(Psoriasis-Normal)
MES
CpGICpGI
1One 1One NM_001126240NM_001126240 TP73TP73 35970953597095 36403273640327 1.0489 1.0489 3.0904 3.0904 2.0415 2.0415 OO 22 1One NM_153254NM_153254 TTLL10TTLL10 11049391104939 11111061111106 1.2989 1.2989 3.0192 3.0192 1.7204 1.7204 OO 33 1One NM_001014980NM_001014980 FAM132AFAM132A 11676951167695 11719651171965 0.4997 0.4997 2.2108 2.2108 1.7111 1.7111 OO 44 1One NM_001012425NM_001012425 C1orf146C1orf146 9245616092456160 9248395592483955 0.7850 0.7850 2.4322 2.4322 1.6471 1.6471 OO 55 1One NM_020365NM_020365 EIF2B3EIF2B3 4508878045088780 4522494845224948 0.0623 0.0623 1.7054 1.7054 1.6431 1.6431 OO 66 1One NM_152492NM_152492 CCDC27CCDC27 36588243658824 36780693678069 0.0623 0.0623 1.6309 1.6309 1.5685 1.5685 XX 77 1One NR_026752NR_026752 CROCCL1CROCCL1 1681733916817339 1682998816829988 1.7105 1.7105 3.2463 3.2463 1.5358 1.5358 XX 88 1One NM_001105517NM_001105517 FAM58BFAM58B 198449278198449278 198450266198450266 0.8494 0.8494 2.3344 2.3344 1.4850 1.4850 XX 99 1One NM_182532NM_182532 TMEM61TMEM61 5521905255219052 5523055455230554 0.2276 0.2276 1.7002 1.7002 1.4726 1.4726 OO 1010 1One NM_052843NM_052843 OBSCNOBSCN 226462483226462483 226615574226615574 0.0000 0.0000 1.3744 1.3744 1.3744 1.3744 XX 1111 1One NM_001098623NM_001098623 OBSCNOBSCN 226462483226462483 226633198226633198 0.0000 0.0000 1.3744 1.3744 1.3744 1.3744 XX 1212 1One NM_005298NM_005298 GPR25GPR25 199108788199108788 199109874199109874 0.5832 0.5832 1.9536 1.9536 1.3704 1.3704 OO 1313 1One NR_027693NR_027693 C1orf170C1orf170 900441900441 907336907336 1.3381 1.3381 2.7036 2.7036 1.3655 1.3655 XX 1414 1One NM_005248NM_005248 FGRFGR 2781138727811387 2783431427834314 0.5725 0.5725 1.8356 1.8356 1.2631 1.2631 OO 1515 1One NR_024151NR_024151 HSPA7HSPA7 159842472159842472 159844965159844965 0.5399 0.5399 1.7741 1.7741 1.2342 1.2342 XX 1616 1One NM_016831NM_016831 PER3PER3 77673497767349 78278247827824 0.3522 0.3522 1.5603 1.5603 1.2081 1.2081 OO 1717 1One NM_001123395NM_001123395 CLDN19CLDN19 4297135042971350 4297851242978512 0.5782 0.5782 1.7758 1.7758 1.1976 1.1976 XX 1818 1One NM_033467NM_033467 MMEL1MMEL1 25119402511940 25543412554341 0.0623 0.0623 1.2463 1.2463 1.1840 1.1840 XX 1919 1One NM_032129NM_032129 PLEKHN1PLEKHN1 891739891739 900345900345 0.0623 0.0623 1.2226 1.2226 1.1603 1.1603 OO 2020 1One NM_004767NM_004767 GPR37L1GPR37L1 200358651200358651 200365257200365257 0.5608 0.5608 1.7021 1.7021 1.1412 1.1412 XX 2121 1One NM_014655NM_014655 SLC25A44SLC25A44 154430353154430353 154449210154449210 0.3228 0.3228 1.4425 1.4425 1.1197 1.1197 OO 2222 1One NM_012405NM_012405 ICMTICMT 62038396203839 62186316218631 0.0623 0.0623 1.1510 1.1510 1.0887 1.0887 OO 2323 1One NM_173484NM_173484 KLF17KLF17 4435710844357108 4437339644373396 0.4944 0.4944 1.5694 1.5694 1.0750 1.0750 XX 2424 1One NR_002796NR_002796 AFARP1AFARP1 113267494113267494 113268818113268818 0.1870 0.1870 1.2521 1.2521 1.0650 1.0650 XX 2525 1One NM_003493NM_003493 HIST3H3HIST3H3 226679168226679168 226679649226679649 1.0628 1.0628 2.1220 2.1220 1.0592 1.0592 OO 2626 1One NM_175911NM_175911 OR2L13OR2L13 246167115246167115 246330847246330847 0.9792 0.9792 2.0368 2.0368 1.0576 1.0576 OO 2727 1One NM_030916NM_030916 PVRL4PVRL4 159307404159307404 159326009159326009 0.3851 0.3851 1.4356 1.4356 1.0504 1.0504 XX 2828 1One NM_139053NM_139053 EPS8L3EPS8L3 110094224110094224 110108087110108087 0.0623 0.0623 1.0892 1.0892 1.0269 1.0269 XX 2929 1One NM_004070NM_004070 CLCNKACLCNKA 1622107216221072 1623313216233132 0.2276 0.2276 1.2332 1.2332 1.0056 1.0056 XX 3030 22 NR_027020NR_027020 NCRNA00164NCRNA00164 132621638132621638 132732012132732012 4.3573 4.3573 6.3274 6.3274 1.9701 1.9701 XX 3131 22 NM_003353NM_003353 UCNUCN 2738376827383768 2738463427384634 0.3747 0.3747 2.2876 2.2876 1.9129 1.9129 OO 3232 22 NM_173853NM_173853 KRTCAP3KRTCAP3 2751873627518736 2752066727520667 0.9636 0.9636 2.7813 2.7813 1.8177 1.8177 OO 3333 22 NR_027019NR_027019 NCRNA00164NCRNA00164 132621638132621638 132635995132635995 0.4149 0.4149 2.0748 2.0748 1.6599 1.6599 XX 3434 22 NM_016552NM_016552 ANKMY1ANKMY1 241067511241067511 241146078241146078 0.1873 0.1873 1.8262 1.8262 1.6389 1.6389 OO 3535 22 NM_144705NM_144705 TEKT4TEKT4 9490095894900958 9490629594906295 0.5728 0.5728 2.0601 2.0601 1.4873 1.4873 OO 3636 22 NR_015377NR_015377 LOC654433LOC654433 113710316113710316 113741050113741050 0.9355 0.9355 2.4111 2.4111 1.4756 1.4756 XX 3737 22 NM_173650NM_173650 DNAJC5GDNAJC5G 2735179227351792 2735780027357800 0.5484 0.5484 1.9900 1.9900 1.4416 1.4416 XX 3838 22 NM_001085437NM_001085437 C2orf54C2OF54 241474137241474137 241484246241484246 0.6975 0.6975 2.0769 2.0769 1.3795 1.3795 XX 3939 22 NM_031313NM_031313 ALPPL2ALPPL2 232979795232979795 232983669232983669 0.1978 0.1978 1.5384 1.5384 1.3407 1.3407 XX 4040 22 NM_198582NM_198582 KLHL30KLHL30 238714155238714155 238726286238726286 1.1042 1.1042 2.4340 2.4340 1.3299 1.3299 OO 4141 22 NM_001099771NM_001099771 POTEFPOTEF 130547577130547577 130603265130603265 0.0000 0.0000 1.3063 1.3063 1.3063 1.3063 OO 4242 22 NM_033030NM_033030 BOLLBOLL 198299847198299847 198358319198358319 1.1943 1.1943 2.4943 2.4943 1.3001 1.3001 OO 4343 22 NM_182588NM_182588 RGPD4RGPD4 107809819107809819 107875431107875431 0.4370 0.4370 1.6382 1.6382 1.2012 1.2012 XX 4444 22 NM_080386NM_080386 TUBA3DTUBA3D 131950135131950135 131956977131956977 0.7136 0.7136 1.9052 1.9052 1.1916 1.1916 OO 4545 22 NM_032995NM_032995 ARHGEF4ARHGEF4 131390693131390693 131521306131521306 0.9528 0.9528 2.1391 2.1391 1.1863 1.1863 OO 4646 22 NM_001144013NM_001144013 RGPD3RGPD3 106387567106387567 106451233106451233 0.3851 0.3851 1.5136 1.5136 1.1285 1.1285 XX 4747 22 NM_014617NM_014617 CRYGACRYGA 208733708208733708 208736542208736542 0.1978 0.1978 1.3099 1.3099 1.1121 1.1121 XX 4848 22 NM_015893NM_015893 PRLHPRLH 238139955238139955 238140557238140557 0.6600 0.6600 1.7512 1.7512 1.0912 1.0912 XX 4949 22 NR_002826NR_002826 LOC401010LOC401010 131916205131916205 131918937131918937 0.8664 0.8664 1.9529 1.9529 1.0865 1.0865 XX 5050 22 NM_001080473NM_001080473 MFSD2BMFSD2B 2408645624086456 2410064924100649 0.2497 0.2497 1.3201 1.3201 1.0704 1.0704 OO 5151 22 NM_007046NM_007046 EMILIN1EMILIN1 2715493827154938 2716276727162767 0.5175 0.5175 1.5654 1.5654 1.0479 1.0479 XX 5252 22 NM_002980NM_002980 SCTRSCTR 119913888119913888 119998498119998498 0.4552 0.4552 1.4766 1.4766 1.0215 1.0215 OO 5353 22 NM_145038NM_145038 C2orf39C2orf39 2647828726478287 2653308326533083 0.4552 0.4552 1.4601 1.4601 1.0050 1.0050 OO 5454 33 NM_022908NM_022908 NT5DC2NT5DC2 5253342452533424 5254413352544133 0.3228 0.3228 1.8593 1.8593 1.5365 1.5365 OO 5555 33 NM_001134657NM_001134657 PRR23CPRR23C 140243633140243633 140246424140246424 0.9100 0.9100 2.3742 2.3742 1.4642 1.4642 XX 5656 33 NM_002218NM_002218 ITIH4ITIH4 5282204652822046 5283975752839757 0.4475 0.4475 1.8211 1.8211 1.3737 1.3737 XX 5757 33 NM_138815NM_138815 DPPA2DPPA2 110495325110495325 110518054110518054 0.4321 0.4321 1.7691 1.7691 1.3370 1.3370 XX 5858 33 NM_206963NM_206963 RARRES1RARRES1 159897590159897590 159932969159932969 0.1873 0.1873 1.4719 1.4719 1.2845 1.2845 OO 5959 33 NM_139209NM_139209 GRK7GRK7 142979732142979732 143018582143018582 0.8108 0.8108 2.0850 2.0850 1.2741 1.2741 OO 6060 33 NM_138461NM_138461 TM4SF19TM4SF19 197534815197534815 197549655197549655 0.3522 0.3522 1.6188 1.6188 1.2666 1.2666 XX 6161 33 NM_152672NM_152672 OSTalphaOSTalpha 197427779197427779 197444696197444696 0.4772 0.4772 1.7399 1.7399 1.2627 1.2627 XX 6262 33 NM_000481NM_000481 AMTAMT 4942921549429215 4943511549435115 0.1978 0.1978 1.3911 1.3911 1.1933 1.1933 XX 6363 33 NM_013270NM_013270 PRSS50PRSS50 4672860946728609 4673437746734377 0.6235 0.6235 1.8147 1.8147 1.1912 1.1912 OO 6464 33 NM_182589NM_182589 HTR3EHTR3E 185300660185300660 185307477185307477 0.2899 0.2899 1.4608 1.4608 1.1709 1.1709 XX 6565 33 NM_173359NM_173359 EIF4E3EIF4E3 7181113171811131 7188661471886614 0.8437 0.8437 2.0042 2.0042 1.1605 1.1605 OO 6666 33 NM_032242NM_032242 PLXNA1PLXNA1 128190126128190126 128238925128238925 0.5101 0.5101 1.6706 1.6706 1.1604 1.1604 OO 6767 33 NM_001351NM_001351 DAZLDAZL 1660330416603304 1662201016622010 1.1943 1.1943 2.2971 2.2971 1.1028 1.1028 OO 6868 33 NM_001134659NM_001134659 PRR23APRR23A 140205494140205494 140207800140207800 1.3836 1.3836 2.4114 2.4114 1.0277 1.0277 XX 6969 33 NM_014229NM_014229 SLC6A11SLC6A11 1083291610832916 1095514610955146 0.7377 0.7377 1.7502 1.7502 1.0125 1.0125 OO 7070 33 NM_182702NM_182702 PRSS42PRSS42 4684689746846897 4685058946850589 0.8956 0.8956 1.8958 1.8958 1.0002 1.0002 OO 7171 44 NR_024569NR_024569 LOC100130872LOC100130872 11795711179571 11927501192750 0.6127 0.6127 2.6941 2.6941 2.0814 2.0814 XX 7272 44 NM_001029955NM_001029955 DCAF4L1DCAF4L1 4167846941678469 4168324141683241 0.9426 0.9426 2.9808 2.9808 2.0383 2.0383 OO 7373 44 NM_001042690NM_001042690 C4orf44C4orf44 32205643220564 32281403228140 1.3820 1.3820 3.3100 3.3100 1.9280 1.9280 OO 7474 44 NM_152620NM_152620 TRIM60TRIM60 166172600166172600 166182346166182346 1.2606 1.2606 2.8881 2.8881 1.6275 1.6275 XX 7575 44 NR_003612NR_003612 FAM92A3FAM92A3 184195811184195811 184198266184198266 0.6858 0.6858 2.0855 2.0855 1.3996 1.3996 XX 7676 44 NM_139243NM_139243 ADAD1ADAD1 123519570123519570 123570396123570396 0.3848 0.3848 1.7399 1.7399 1.3551 1.3551 OO 7777 44 NM_144979NM_144979 RBM46RBM46 155921876155921876 155969414155969414 1.1963 1.1963 2.5229 2.5229 1.3266 1.3266 OO 7878 44 NM_177998NM_177998 OTOP1OTOP1 42414304241430 42795224279522 0.4254 0.4254 1.7515 1.7515 1.3262 1.3262 OO 7979 44 NM_213613NM_213613 SLC26A1SLC26A1 971444971444 977224977224 0.3225 0.3225 1.6217 1.6217 1.2993 1.2993 XX 8080 44 NM_001131034NM_001131034 RNF212RNF212 10552681055268 10975821097582 0.8740 0.8740 2.1293 2.1293 1.2553 1.2553 XX 8181 44 NM_001040071NM_001040071 LOC650293LOC650293 90946119094611 90952609095260 0.1355 0.1355 1.2924 1.2924 1.1570 1.1570 XX 8282 44 NM_182524NM_182524 ZNF595ZNF595 4322643226 7809978099 3.2949 3.2949 4.4398 4.4398 1.1449 1.1449 OO 8383 44 NM_004477NM_004477 FRG1FRG1 191098967191098967 191121353191121353 2.4232 2.4232 3.5499 3.5499 1.1268 1.1268 OO 8484 44 NM_001031732NM_001031732 YTHDC1YTHDC1 6885869968858699 6889841968898419 0.1978 0.1978 1.2770 1.2770 1.0792 1.0792 OO 8585 44 NM_153757NM_153757 NAP1L5NAP1L5 8983609689836096 8983804689838046 0.7485 0.7485 1.8274 1.8274 1.0789 1.0789 XX 8686 44 NM_130902NM_130902 COX7B2COX7B2 4643160346431603 4660600946606009 0.8000 0.8000 1.8166 1.8166 1.0165 1.0165 XX 8787 55 NM_177478NM_177478 FTMTFTMT 121215548121215548 121216422121216422 0.9579 0.9579 2.7705 2.7705 1.8126 1.8126 OO 8888 55 NM_001080478NM_001080478 LRRC14BLRRC14B 244625244625 248468248468 0.2497 0.2497 1.9462 1.9462 1.6965 1.6965 OO 8989 55 NM_031947NM_031947 SLC25A2SLC25A2 140662379140662379 140663796140663796 1.0279 1.0279 2.6948 2.6948 1.6669 1.6669 OO 9090 55 NM_153610NM_153610 CMYA5CMYA5 7902141479021414 7913180579131805 1.3893 1.3893 2.8316 2.8316 1.4423 1.4423 XX 9191 55 NM_001003841NM_001003841 SLC6A19SLC6A19 12547091254709 12782301278230 1.0713 1.0713 2.4818 2.4818 1.4106 1.4106 OO 9292 55 NM_000588NM_000588 IL3IL3 131424245131424245 131426795131426795 0.1978 0.1978 1.4862 1.4862 1.2885 1.2885 XX 9393 55 NM_001144954NM_001144954 C5orf47C5orf47 173348767173348767 173365748173365748 1.1038 1.1038 2.3917 2.3917 1.2879 1.2879 XX 9494 55 NM_194249NM_194249 DND1DND1 140030564140030564 140033355140033355 0.8956 0.8956 2.1766 2.1766 1.2810 1.2810 OO 9595 55 NM_001804NM_001804 CDX1CDX1 149526536149526536 149544314149544314 0.7918 0.7918 1.9640 1.9640 1.1722 1.1722 OO 9696 55 NM_016180NM_016180 SLC45A2SLC45A2 3398047733980477 3402053734020537 0.4552 0.4552 1.5920 1.5920 1.1369 1.1369 XX 9797 55 NM_016279NM_016279 CDH9CDH9 2691646526916465 2707444627074446 0.4254 0.4254 1.5394 1.5394 1.1140 1.1140 XX 9898 55 NM_182761NM_182761 FAM170AFAM170A 118993152118993152 118999415118999415 0.3630 0.3630 1.4638 1.4638 1.1008 1.1008 XX 9999 55 NM_003687NM_003687 PDLIM4PDLIM4 131621249131621249 131637044131637044 0.3228 0.3228 1.4199 1.4199 1.0971 1.0971 OO 100100 55 NM_001029886NM_001029886 PFN3PFN3 176759713176759713 176760243176760243 1.6152 1.6152 2.7098 2.7098 1.0947 1.0947 OO 101101 55 NM_024786NM_024786 ZDHHC11ZDHHC11 848719848719 904101904101 0.6456 0.6456 1.7361 1.7361 1.0905 1.0905 XX 102102 55 NR_026867NR_026867 LOC134466LOC134466 150290190150290190 150306339150306339 0.2276 0.2276 1.3163 1.3163 1.0887 1.0887 XX 103103 55 NR_002168NR_002168 PPP1R2P3PPP1R2P3 156210126156210126 156212117156212117 0.4582 0.4582 1.5208 1.5208 1.0626 1.0626 XX 104104 55 NR_003281NR_003281 GMCL1LGMCL1L 177544116177544116 177547039177547039 0.4582 0.4582 1.5084 1.5084 1.0501 1.0501 XX 105105 55 NM_052909NM_052909 PLEKHG4BPLEKHG4B 193372193372 243087243087 0.4146 0.4146 1.4396 1.4396 1.0250 1.0250 XX 106106 55 NM_033267NM_033267 IRX2IRX2 27992802799280 28047692804769 0.0000 0.0000 1.0161 1.0161 1.0161 1.0161 OO 107107 66 NM_001085401NM_001085401 C6orf201C6F202 40244384024438 40759984075998 1.1449 1.1449 3.1979 3.1979 2.0530 2.0530 OO 108108 66 NM_005325NM_005325 HIST1H1AHIST1H1A 2612523826125238 2612601926126019 0.5101 0.5101 2.3520 2.3520 1.8418 1.8418 XX 109109 66 NM_020185NM_020185 DUSP22DUSP22 237100237100 296355296355 0.8000 0.8000 2.5608 2.5608 1.7608 1.7608 OO 110110 66 NM_138574NM_138574 HDGFL1HDGFL1 2267765622677656 2267872922678729 0.7706 0.7706 2.5111 2.5111 1.7405 1.7405 OO 111111 66 NM_018665NM_018665 DDX43DDX43 7416100574161005 7418400374184003 0.1873 0.1873 1.8589 1.8589 1.6715 1.6715 OO 112112 66 NM_006718NM_006718 PLAGL1PLAGL1 144303129144303129 144371234144371234 1.0415 1.0415 2.6051 2.6051 1.5636 1.5636 OO 113113 66 NM_003547NM_003547 HIST1H4GHIST1H4G 2635481726354817 2635518426355184 1.4082 1.4082 2.9026 2.9026 1.4944 1.4944 OO 114114 66 NM_001025290NM_001025290 DPPA5DPPA5 7411950774119507 7412067474120674 1.2535 1.2535 2.6036 2.6036 1.3501 1.3501 OO 115115 66 NM_012135NM_012135 FAM50BFAM50B 37946303794630 37965503796550 0.9338 0.9338 2.2743 2.2743 1.3404 1.3404 OO 116116 66 NM_024919NM_024919 FRMD1FRMD1 168199312168199312 168222688168222688 0.7706 0.7706 1.9845 1.9845 1.2139 1.2139 OO 117117 66 NM_173516NM_173516 PNLDC1PNLDC1 160141290160141290 160161725160161725 1.2221 1.2221 2.3708 2.3708 1.1488 1.1488 OO 118118 66 NM_001010870NM_001010870 TDRD6TDRD6 4676357046763570 4678001346780013 1.6860 1.6860 2.8069 2.8069 1.1209 1.1209 OO 119119 66 NM_148959NM_148959 HUS1BHUS1B 600938600938 601964601964 0.5098 0.5098 1.5758 1.5758 1.0660 1.0660 OO 120120 66 NM_001546NM_001546 ID4ID4 1994559519945595 1994889419948894 0.8922 0.8922 1.9187 1.9187 1.0266 1.0266 OO 121121 66 NR_026540NR_026540 MCART3PMCART3P 6655449266554492 6655609666556096 1.4273 1.4273 2.4509 2.4509 1.0237 1.0237 XX 122122 66 NM_001017361NM_001017361 C6orf221C6F221 7412912074129120 7413061974130619 0.7377 0.7377 1.7406 1.7406 1.0029 1.0029 XX 123123 77 NM_019102NM_019102 HOXA5HOXA5 2714752027147520 2714981227149812 1.2660 1.2660 3.6642 3.6642 2.3983 2.3983 OO 124124 77 NM_002402NM_002402 MESTMEST 129919173129919173 129933367129933367 0.7598 0.7598 2.8716 2.8716 2.1118 2.1118 OO 125125 77 NM_177455NM_177455 BHLHA15BHLHA15 9767950197679501 9768020797680207 0.9463 0.9463 2.4861 2.4861 1.5398 1.5398 OO 126126 77 NM_001080413NM_001080413 NOBOXNOBOX 143725265143725265 143731719143731719 0.5098 0.5098 2.0390 2.0390 1.5292 1.5292 XX 127127 77 NM_002141NM_002141 HOXA4HOXA4 2713465027134650 2713692427136924 0.9471 0.9471 2.3330 2.3330 1.3858 1.3858 OO 128128 77 NM_138445NM_138445 GPR146GPR146 10636661063666 10654231065423 1.0605 1.0605 2.3475 2.3475 1.2870 1.2870 OO 129129 77 NM_001159279NM_001159279 ZNF716ZNF716 5751382457513824 5753720757537207 0.1247 0.1247 1.2694 1.2694 1.1447 1.1447 XX 130130 77 NM_005856NM_005856 RAMP3RAMP3 4516389145163891 4519037545190375 0.0000 0.0000 1.1324 1.1324 1.1324 1.1324 OO 131131 77 NM_133463NM_133463 AMZ1AMZ1 26856882685688 27215952721595 0.4064 0.4064 1.4862 1.4862 1.0798 1.0798 OO 132132 77 NM_001099401NM_001099401 SGCESGCE 9405247194052471 9412345794123457 0.8743 0.8743 1.9058 1.9058 1.0314 1.0314 OO 133133 77 NM_001128636NM_001128636 ELFN1ELFN1 17153231715323 17541161754116 0.6646 0.6646 1.6736 1.6736 1.0090 1.0090 XX 134134 77 NM_001868NM_001868 CPA1CPA1 129807525129807525 129815184129815184 0.5782 0.5782 1.5811 1.5811 1.0030 1.0030 XX 135135 88 NM_054028NM_054028 AMAC1L2AMAC1L2 1122590411225904 1122710511227105 0.1355 0.1355 1.7374 1.7374 1.6020 1.6020 XX 136136 88 NM_033512NM_033512 TSPYL5TSPYL5 9835488998354889 9835935298359352 0.1247 0.1247 1.7251 1.7251 1.6004 1.6004 OO 137137 88 NR_024207NR_024207 KIAA1875KIAA1875 145234616145234616 145245206145245206 0.5620 0.5620 2.1326 2.1326 1.5706 1.5706 XX 138138 88 NM_152418NM_152418 DCAF4L2DCAF4L2 8895208888952088 8895541288955412 1.5438 1.5438 3.1136 3.1136 1.5698 1.5698 OO 139139 88 NM_017767NM_017767 SLC39A4SLC39A4 145608605145608605 145612725145612725 0.6646 0.6646 2.2334 2.2334 1.5688 1.5688 OO 140140 88 NM_153692NM_153692 HTRA4HTRA4 3895082438950824 3896533138965331 0.3120 0.3120 1.8658 1.8658 1.5538 1.5538 OO 141141 88 NM_001005365NM_001005365 POTEAPOTEA 4326674143266741 4333748543337485 0.8743 0.8743 2.3280 2.3280 1.4537 1.4537 XX 142142 88 NM_032611NM_032611 PTP4A3PTP4A3 142501188142501188 142510802142510802 0.8542 0.8542 2.1968 2.1968 1.3427 1.3427 XX 143143 88 NM_198124NM_198124 CSMD3CSMD3 113304332113304332 114458558114458558 0.1247 0.1247 1.4261 1.4261 1.3014 1.3014 XX 144144 88 NM_178564NM_178564 NRBP2NRBP2 144987903144987903 144996188144996188 0.3117 0.3117 1.6084 1.6084 1.2967 1.2967 OO 145145 88 NM_001162914NM_001162914 LOC100130274LOC100130274 144860852144860852 144862267144862267 1.6863 1.6863 2.9560 2.9560 1.2697 1.2697 XX 146146 88 NM_001100878NM_001100878 C8orf73C8orf73 144719505144719505 144726071144726071 0.2709 0.2709 1.5398 1.5398 1.2689 1.2689 XX 147147 88 NM_178172NM_178172 GPIHBP1GPIHBP1 144366442144366442 144370418144370418 0.3959 0.3959 1.6296 1.6296 1.2337 1.2337 XX 148148 88 NM_003695NM_003695 LY6DLY6D 143863299143863299 143865010143865010 0.6734 0.6734 1.8980 1.8980 1.2247 1.2247 XX 149149 88 NM_005309NM_005309 GPTGPT 145700272145700272 145703363145703363 0.4772 0.4772 1.6761 1.6761 1.1988 1.1988 XX 150150 88 NM_139021NM_139021 MAPK15MAPK15 144870494144870494 144876621144876621 0.6926 0.6926 1.8844 1.8844 1.1919 1.1919 OO 151151 88 NM_001024678NM_001024678 LRRC24LRRC24 145718569145718569 145723224145723224 1.2797 1.2797 2.4692 2.4692 1.1895 1.1895 OO 152152 88 NM_178857NM_178857 RP1L1RP1L1 1050126910501269 1055002710550027 0.3120 0.3120 1.3860 1.3860 1.0740 1.0740 XX 153153 88 NM_001080431NM_001080431 SLC45A4SLC45A4 142290051142290051 142307855142307855 0.3228 0.3228 1.3852 1.3852 1.0624 1.0624 XX 154154 88 NM_022133NM_022133 SNX16SNX16 8287437282874372 8291707682917076 1.6537 1.6537 2.6747 2.6747 1.0210 1.0210 XX 155155 99 NM_001012415NM_001012415 SOHLH1SOHLH1 137725075137725075 137731195137731195 0.7184 0.7184 2.6563 2.6563 1.9380 1.9380 OO 156156 99 NM_032728NM_032728 PPAPDC3PPAPDC3 133154901133154901 133174470133174470 1.0451 1.0451 2.8790 2.8790 1.8339 1.8339 XX 157157 99 NM_016215NM_016215 EGFL7EGFL7 138677202138677202 138686951138686951 0.6232 0.6232 2.3386 2.3386 1.7155 1.7155 XX 158158 99 NM_000954NM_000954 PTGDSPTGDS 138991776138991776 138996015138996015 0.4880 0.4880 2.0660 2.0660 1.5780 1.5780 OO 159159 99 NM_003995NM_003995 NPR2NPR2 3578240535782405 3579972835799728 1.1510 1.1510 2.6995 2.6995 1.5485 1.5485 OO 160160 99 NM_000787NM_000787 DBHDBH 135491305135491305 135514287135514287 0.4993 0.4993 1.9855 1.9855 1.4862 1.4862 XX 161161 99 NM_004959NM_004959 NR5A1NR5A1 126283335126283335 126309520126309520 0.2899 0.2899 1.7005 1.7005 1.4106 1.4106 XX 162162 99 NM_001001710NM_001001710 FAM166AFAM166A 139257857139257857 139262043139262043 0.1870 0.1870 1.5233 1.5233 1.3363 1.3363 XX 163163 99 NM_001010940NM_001010940 C9orf135C9orf135 7162555071625550 7171096871710968 0.2497 0.2497 1.5356 1.5356 1.2859 1.2859 XX 164164 99 NM_206920NM_206920 MAMDC4MAMDC4 138866639138866639 138875072138875072 0.3228 0.3228 1.5216 1.5216 1.1988 1.1988 XX 165165 99 NM_052813NM_052813 CARD9CARD9 138378229138378229 138387954138387954 0.8956 0.8956 2.0875 2.0875 1.1919 1.1919 XX 166166 99 NM_001004487NM_001004487 OR13J1OR13J1 3585945935859459 3586039835860398 0.6564 0.6564 1.8447 1.8447 1.1883 1.1883 XX 167167 99 NM_001012993NM_001012993 C9orf152C9orf152 112001666112001666 112010234112010234 0.0623 0.0623 1.1852 1.1852 1.1229 1.1229 XX 168168 99 NM_001136113NM_001136113 POMT1POMT1 133368109133368109 133389013133389013 0.0623 0.0623 1.1663 1.1663 1.1040 1.1040 XX 169169 99 NM_138691NM_138691 TMC1TMC1 7432653674326536 7464108774641087 0.3228 0.3228 1.4075 1.4075 1.0847 1.0847 XX 170170 99 NM_000718NM_000718 CACNA1BCACNA1B 139892061139892061 140138896140138896 1.3595 1.3595 2.4430 2.4430 1.0835 1.0835 OO 171171 99 NM_002732NM_002732 PRKACGPRKACG 7081727570817275 7081885970818859 0.8321 0.8321 1.8862 1.8862 1.0541 1.0541 OO 172172 99 NM_001018049NM_001018049 PAEPPAEP 137593424137593424 137598443137598443 0.2709 0.2709 1.3235 1.3235 1.0526 1.0526 XX 173173 99 NM_005226NM_005226 S1PR3S1PR3 9079618190796181 9080974590809745 0.6425 0.6425 1.6876 1.6876 1.0451 1.0451 OO 174174 99 NR_002914NR_002914 SNORD62ASNORD62A 133350872133350872 133350958133350958 0.2601 0.2601 1.2620 1.2620 1.0019 1.0019 XX 175175 1010 NM_052997NM_052997 ANKRD30AANKRD30A 3745479037454790 3756150137561501 0.8092 0.8092 3.2653 3.2653 2.4561 2.4561 OO 176176 1010 NM_145235NM_145235 FANK1FANK1 127575097127575097 127688151127688151 4.4831 4.4831 6.4292 6.4292 1.9460 1.9460 OO 177177 1010 NM_006829NM_006829 C10orf116C10orf116 8871816788718167 8872064688720646 0.0000 0.0000 1.7077 1.7077 1.7077 1.7077 OO 178178 1010 NM_153442NM_153442 GPR26GPR26 125415860125415860 125446901125446901 0.5396 0.5396 2.1113 2.1113 1.5718 1.5718 OO 179179 1010 NM_022802NM_022802 CTBP2CTBP2 126666407126666407 126706443126706443 0.3959 0.3959 1.9532 1.9532 1.5573 1.5573 XX 180180 1010 NM_181698NM_181698 CCNYCCNY 3557595835575958 3590085335900853 0.4552 0.4552 1.7874 1.7874 1.3322 1.3322 XX 181181 1010 NM_005396NM_005396 PNLIPRP2PNLIPRP2 118370454118370454 118394644118394644 0.4149 0.4149 1.6969 1.6969 1.2820 1.2820 XX 182182 1010 NM_032709NM_032709 PYROXD2PYROXD2 100133312100133312 100164968100164968 0.0623 0.0623 1.3372 1.3372 1.2748 1.2748 XX 183183 1010 NM_016204NM_016204 GDF2GDF2 4803309748033097 4803685948036859 0.3123 0.3123 1.5779 1.5779 1.2655 1.2655 XX 184184 1010 NM_147191NM_147191 MMP21MMP21 127445015127445015 127454380127454380 0.9965 0.9965 2.2442 2.2442 1.2477 1.2477 OO 185185 1010 NM_005185NM_005185 CALML3CALML3 55569235556923 55582255558225 0.7984 0.7984 2.0264 2.0264 1.2280 1.2280 OO 186186 1010 NM_001105521NM_001105521 JAKMIP3JAKMIP3 133768302133768302 133848302133848302 0.7187 0.7187 1.9020 1.9020 1.1833 1.1833 XX 187187 1010 NM_020349NM_020349 ANKRD2ANKRD2 9932224599322245 9933363199333631 0.0000 0.0000 1.1499 1.1499 1.1499 1.1499 XX 188188 1010 NR_027152NR_027152 C10orf108C10orf108 686016686016 701108701108 0.8627 0.8627 1.9589 1.9589 1.0962 1.0962 XX 189189 1010 NM_033261NM_033261 IDI2IDI2 10548461054846 10617991061799 0.0623 0.0623 1.1548 1.1548 1.0924 1.0924 XX 190190 1010 NM_002900NM_002900 RBP3RBP3 4800149248001492 4801099748010997 0.0623 0.0623 1.1345 1.1345 1.0722 1.0722 XX 191191 1010 NM_177987NM_177987 TUBB8TUBB8 8282782827 8517885178 0.2497 0.2497 1.2798 1.2798 1.0301 1.0301 OO 192192 1010 NM_006659NM_006659 TUBGCP2TUBGCP2 134943127134943127 134972634134972634 0.4993 0.4993 1.5180 1.5180 1.0186 1.0186 OO 193193 1111 NR_024627NR_024627 KCNQ1DNKCNQ1DN 28478382847838 28499092849909 0.5937 0.5937 2.6747 2.6747 2.0810 2.0810 XX 194194 1111 NR_003034NR_003034 LOC441601LOC441601 5019557450195574 5021419950214199 1.1909 1.1909 2.9537 2.9537 1.7628 1.7628 XX 195195 1111 NM_001008778NM_001008778 SPDYCSPDYC 6469428264694282 6469726464697264 0.4254 0.4254 2.0351 2.0351 1.6097 1.6097 XX 196196 1111 NM_020404NM_020404 CD248CD248 6583853365838533 6584109165841091 0.2709 0.2709 1.8729 1.8729 1.6020 1.6020 OO 197197 1111 NM_005706NM_005706 TSSC4TSSC4 23800982380098 23816822381682 0.4997 0.4997 2.0463 2.0463 1.5466 1.5466 XX 198198 1111 NR_002196NR_002196 H19H19 19729811972981 19756411975641 0.3225 0.3225 1.8383 1.8383 1.5158 1.5158 XX 199199 1111 NM_144972NM_144972 LDHAL6ALDHAL6A 1843394918433949 1845772318457723 0.4687 0.4687 1.9380 1.9380 1.4693 1.4693 OO 200200 1111 NM_181721NM_181721 FOXR1FOXR1 118347626118347626 118357205118357205 0.9471 0.9471 2.3121 2.3121 1.3650 1.3650 OO 201201 1111 NM_007183NM_007183 PKP3PKP3 384216384216 394908394908 1.3277 1.3277 2.6422 2.6422 1.3145 1.3145 OO 202202 1111 NM_001098835NM_001098835 MS4A15MS4A15 6028091560280915 6030078060300780 0.2605 0.2605 1.5246 1.5246 1.2642 1.2642 XX 203203 1111 NM_001039165NM_001039165 MRGPREMRGPRE 32056163205616 32101923210192 1.4083 1.4083 2.6562 2.6562 1.2479 1.2479 OO 204204 1111 NM_005961NM_005961 MUC6MUC6 10028231002823 10267061026706 1.5332 1.5332 2.7600 2.7600 1.2269 1.2269 OO 205205 1111 NM_002339NM_002339 LSP1LSP1 18307751830775 18700691870069 0.0623 0.0623 1.2888 1.2888 1.2265 1.2265 XX 206206 1111 NM_006757NM_006757 TNNT3TNNT3 18973741897374 19165121916512 0.3332 0.3332 1.5536 1.5536 1.2203 1.2203 XX 207207 1111 NM_022112NM_022112 TP53AIP1TP53AIP1 128310479128310479 128318032128318032 0.7743 0.7743 1.9693 1.9693 1.1950 1.1950 XX 208208 1111 NM_053054NM_053054 CATSPER1CATSPER1 6554079965540799 6555056465550564 0.2497 0.2497 1.4386 1.4386 1.1890 1.1890 XX 209209 1111 NM_001001522NM_001001522 TAGLNTAGLN 116575249116575249 116580718116580718 0.4582 0.4582 1.6189 1.6189 1.1607 1.1607 XX 210210 1111 NM_016366NM_016366 CABP2CABP2 6704299367042993 6704747567047475 0.3120 0.3120 1.4703 1.4703 1.1583 1.1583 XX 211211 1111 NM_012202NM_012202 GNG3GNG3 6223168962231689 6223325362233253 0.6235 0.6235 1.7804 1.7804 1.1570 1.1570 OO 212212 1111 NM_016564NM_016564 CEND1CEND1 777109777109 780126780126 0.3851 0.3851 1.5071 1.5071 1.1220 1.1220 OO 213213 1111 NM_000804NM_000804 FOLR3FOLR3 7152441871524418 7152858271528582 0.5101 0.5101 1.5990 1.5990 1.0889 1.0889 XX 214214 1111 NM_001080546NM_001080546 TMEM218TMEM218 124471608124471608 124478415124478415 0.3956 0.3956 1.4608 1.4608 1.0652 1.0652 XX 215215 1111 NM_005995NM_005995 TBX10TBX10 6715534967155349 6716360767163607 1.0194 1.0194 2.0481 2.0481 1.0288 1.0288 XX 216216 1111 NM_002407NM_002407 SCGB2A1SCGB2A1 6173271561732715 6173798761737987 0.0000 0.0000 1.0284 1.0284 1.0284 1.0284 XX 217217 1111 NR_027138NR_027138 C11orf36C11orf36 31961373196137 32009373200937 1.2603 1.2603 2.2842 2.2842 1.0239 1.0239 XX 218218 1111 NM_000797NM_000797 DRD4DRD4 627304627304 630703630703 0.4769 0.4769 1.4928 1.4928 1.0159 1.0159 OO 219219 1111 NM_002457NM_002457 MUC2MUC2 10648741064874 10944171094417 0.4254 0.4254 1.4320 1.4320 1.0066 1.0066 XX 220220 1212 NM_001122772NM_001122772 AGAP2AGAP2 5640526056405260 5641829656418296 1.2184 1.2184 3.4407 3.4407 2.2223 2.2223 OO 221221 1212 NR_003932NR_003932 RPL13AP20RPL13AP20 1291967712919677 1292033612920336 0.1978 0.1978 1.4714 1.4714 1.2736 1.2736 XX 222222 1212 NM_001013690NM_001013690 FIGNL2FIGNL2 5049794250497942 5050247550502475 0.5101 0.5101 1.7065 1.7065 1.1964 1.1964 OO 223223 1212 NM_032489NM_032489 ACRBPACRBP 66175026617502 66268416626841 0.5396 0.5396 1.6866 1.6866 1.1470 1.1470 OO 224224 1212 NM_003044NM_003044 SLC6A12SLC6A12 169512169512 192753192753 0.0623 0.0623 1.1064 1.1064 1.0441 1.0441 XX 225225 1212 NM_057088NM_057088 KRT3KRT3 5146973551469735 5147615951476159 0.0623 0.0623 1.0892 1.0892 1.0269 1.0269 XX 226226 1313 NM_006322NM_006322 TUBGCP3TUBGCP3 112187328112187328 112290482112290482 0.0623 0.0623 1.4473 1.4473 1.3850 1.3850 OO 227227 1313 NM_017826NM_017826 SOHLH2SOHLH2 3564034635640346 3568675235686752 1.2648 1.2648 2.6477 2.6477 1.3829 1.3829 OO 228228 1313 NM_000705NM_000705 ATP4BATP4B 113351122113351122 113360502113360502 1.3530 1.3530 2.6953 2.6953 1.3423 1.3423 XX 229229 1313 NM_031277NM_031277 RNF17RNF17 2423630024236300 2435205824352058 1.1336 1.1336 2.4743 2.4743 1.3407 1.3407 XX 230230 1313 NM_006001NM_006001 TUBA3CTUBA3C 1864591718645917 1865393618653936 1.2985 1.2985 2.3491 2.3491 1.0506 1.0506 XX 231231 1313 NM_145203NM_145203 CSNK1A1LCSNK1A1L 3657539736575397 3657780136577801 0.9931 0.9931 2.0172 2.0172 1.0241 1.0241 XX 232232 1313 NM_198989NM_198989 DLEU7DLEU7 5018475950184759 5031588650315886 0.4877 0.4877 1.4930 1.4930 1.0053 1.0053 OO 233233 1414 NM_153046NM_153046 TDRD9TDRD9 103464569103464569 103588757103588757 1.7679 1.7679 3.8950 3.8950 2.1271 2.1271 OO 234234 1414 NM_001362NM_001362 DIO3DIO3 101097440101097440 101099542101099542 0.5617 0.5617 2.4645 2.4645 1.9028 1.9028 OO 235235 1414 NM_182971NM_182971 COX8CCOX8C 9288328992883289 9288445392884453 0.6127 0.6127 2.2180 2.2180 1.6053 1.6053 OO 236236 1414 NM_001080464NM_001080464 ASPGASPG 103621800103621800 103648678103648678 0.3332 0.3332 1.6315 1.6315 1.2983 1.2983 OO 237237 1414 NR_024396NR_024396 MGC23270MGC23270 104358582104358582 104361100104361100 1.1107 1.1107 2.4026 2.4026 1.2919 1.2919 XX 238238 1414 NR_004844NR_004844 RPL13AP3RPL13AP3 5530271555302715 5530418855304188 0.5206 0.5206 1.7360 1.7360 1.2154 1.2154 XX 239239 1414 NM_031464NM_031464 RPS6KL1RPS6KL1 7444209874442098 7445889874458898 0.3851 0.3851 1.5899 1.5899 1.2048 1.2048 OO 240240 1414 NM_152331NM_152331 ACOT4ACOT4 7312816273128162 7313222373132223 0.3332 0.3332 1.5000 1.5000 1.1668 1.1668 OO 241241 1414 NM_138460NM_138460 CMTM5CMTM5 2291585622915856 2291882122918821 0.3332 0.3332 1.4766 1.4766 1.1434 1.1434 XX 242242 1414 NM_022489NM_022489 INF2INF2 104226987104226987 104256992104256992 0.0623 0.0623 1.1952 1.1952 1.1329 1.1329 OO 243243 1414 NM_030943NM_030943 AMNAMN 102458745102458745 102466932102466932 0.2883 0.2883 1.4124 1.4124 1.1242 1.1242 OO 244244 1414 NM_181533NM_181533 ABHD12BABHD12B 5040862750408627 5044143850441438 0.1247 0.1247 1.2352 1.2352 1.1105 1.1105 OO 245245 1414 NM_199047NM_199047 TBPL2TBPL2 5495068254950682 5497701654977016 0.3225 0.3225 1.3983 1.3983 1.0758 1.0758 OO 246246 1414 NM_001099780NM_001099780 PSMB11PSMB11 2258121522581215 2258310922583109 0.6388 0.6388 1.7046 1.7046 1.0657 1.0657 XX 247247 1515 NM_145658NM_145658 SPESP1SPESP1 6700991867009918 6702620267026202 0.6597 0.6597 2.8447 2.8447 2.1851 2.1851 OO 248248 1515 NM_054020NM_054020 CATSPER2CATSPER2 4171006341710063 4172833141728331 0.6022 0.6022 2.3873 2.3873 1.7851 1.7851 OO 249249 1515 NM_001101362NM_001101362 LOC390594LOC390594 6315620663156206 6315758363157583 0.7706 0.7706 2.4070 2.4070 1.6364 1.6364 OO 250250 1515 NM_018958NM_018958 C15orf2C15For2 2247163322471633 2247968622479686 0.7505 0.7505 2.2964 2.2964 1.5459 1.5459 OO 251251 1515 NM_002570NM_002570 PCSK6PCSK6 9966165599661655 9984771099847710 0.1247 0.1247 1.6620 1.6620 1.5373 1.5373 OO 252252 1515 NM_001042367NM_001042367 C15orf60C15orf60 7152255171522551 7163940671639406 0.6646 0.6646 2.0784 2.0784 1.4138 1.4138 OO 253253 1515 NR_003298NR_003298 SNORD115-6SNORD115-6 2297673622976736 2297681822976818 0.0000 0.0000 1.3301 1.3301 1.3301 1.3301 XX 254254 1515 NR_003309NR_003309 SNORD115-17SNORD115-17 2299946622999466 2299954822999548 0.1355 0.1355 1.3326 1.3326 1.1972 1.1972 XX 255255 1515 NM_016563NM_016563 RASL12RASL12 6313272763132727 6314744163147441 0.4475 0.4475 1.6156 1.6156 1.1682 1.1682 OO 256256 1515 NR_003347NR_003347 SNORD115-32SNORD115-32 2302520623025206 2302528823025288 0.1870 0.1870 1.3093 1.3093 1.1223 1.1223 XX 257257 1515 NR_003346NR_003346 SNORD115-31SNORD115-31 2302334823023348 2302343023023430 0.2497 0.2497 1.3629 1.3629 1.1133 1.1133 XX 258258 1515 NM_178842NM_178842 LASS3LASS3 9875812298758122 9890244898902448 0.8715 0.8715 1.9821 1.9821 1.1106 1.1106 OO 259259 1515 NR_003352NR_003352 SNORD115-37SNORD115-37 2303422523034225 2303430723034307 0.2497 0.2497 1.3311 1.3311 1.0814 1.0814 XX 260260 1515 NM_033195NM_033195 LDHAL6BLDHAL6B 5728633357286333 5728800157288001 0.8851 0.8851 1.9588 1.9588 1.0736 1.0736 OO 261261 1515 NM_000814NM_000814 GABRB3GABRB3 2433978624339786 2456934424569344 0.0000 0.0000 1.0614 1.0614 1.0614 1.0614 OO 262262 1515 NR_003342NR_003342 SNORD115-25SNORD115-25 2301178023011780 2301186223011862 0.0623 0.0623 1.0860 1.0860 1.0236 1.0236 XX 263263 1515 NM_004212NM_004212 SLC28A2SLC28A2 4333171943331719 4335542443355424 0.4370 0.4370 1.4564 1.4564 1.0194 1.0194 XX 264264 1616 NM_001127464NM_001127464 ZNF469ZNF469 8702137987021379 8703466687034666 0.4370 0.4370 2.3540 2.3540 1.9170 1.9170 XX 265265 1616 NM_001143980NM_001143980 CCDC154CCDC154 14243901424390 14344911434491 0.9060 0.9060 2.7603 2.7603 1.8542 1.8542 XX 266266 1616 NM_001135086NM_001135086 TESSP1TESSP1 27884862788486 27951332795133 0.4370 0.4370 2.1730 2.1730 1.7360 1.7360 XX 267267 1616 NM_024712NM_024712 ELMO3ELMO3 6579052865790528 6579542865795428 0.9247 0.9247 2.6258 2.6258 1.7011 1.7011 OO 268268 1616 NM_032805NM_032805 ZSCAN10ZSCAN10 30788953078895 30828623082862 0.3522 0.3522 2.0285 2.0285 1.6762 1.6762 XX 269269 1616 NM_006849NM_006849 PDIA2PDIA2 273118273118 277210277210 0.6232 0.6232 2.2780 2.2780 1.6549 1.6549 OO 270270 1616 NR_027242NR_027242 LOC146336LOC146336 10540841054084 10687321068732 1.6169 1.6169 3.2535 3.2535 1.6366 1.6366 XX 271271 1616 NM_020982NM_020982 CLDN9CLDN9 30024573002457 30045073004507 0.4582 0.4582 2.0921 2.0921 1.6338 1.6338 XX 272272 1616 NM_021195NM_021195 CLDN6CLDN6 30047133004713 30081893008189 0.4237 0.4237 2.0398 2.0398 1.6161 1.6161 OO 273273 1616 NM_001146006NM_001146006 IGFALSIGFALS 17804161780416 17837351783735 0.6858 0.6858 2.2781 2.2781 1.5923 1.5923 XX 274274 1616 NM_152456NM_152456 IL34IL34 6923796869237968 6925208569252085 0.6351 0.6351 2.1278 2.1278 1.4927 1.4927 XX 275275 1616 NM_001083601NM_001083601 NAT15NAT15 34336683433668 34769643476964 1.0194 1.0194 2.5054 2.5054 1.4860 1.4860 OO 276276 1616 NM_001053NM_001053 SSTR5SSTR5 10687811068781 10701431070143 1.2241 1.2241 2.6866 2.6866 1.4626 1.4626 OO 277277 1616 NM_001374NM_001374 DNASE1L2DNASE1L2 22264682226468 22287132228713 0.7377 0.7377 2.1550 2.1550 1.4173 1.4173 OO 278278 1616 NM_005823NM_005823 MSLNMSLN 751133751133 758866758866 0.8712 0.8712 2.1986 2.1986 1.3274 1.3274 XX 279279 1616 NM_052999NM_052999 CMTM1CMTM1 6515785065157850 6517053965170539 0.9865 0.9865 2.3134 2.3134 1.3268 1.3268 OO 280280 1616 NM_001105079NM_001105079 FBRSFBRS 3058327830583278 3058963230589632 0.3851 0.3851 1.7005 1.7005 1.3154 1.3154 XX 281281 1616 NM_152457NM_152457 ZNF597ZNF597 34261103426110 34334913433491 0.8839 0.8839 2.1980 2.1980 1.3141 1.3141 OO 282282 1616 NM_052944NM_052944 SLC5A11SLC5A11 2476505224765052 2483044524830445 0.7896 0.7896 2.0373 2.0373 1.2477 1.2477 XX 283283 1616 NM_013278NM_013278 IL17CIL17C 8723250187232501 8723438387234383 0.0000 0.0000 1.2420 1.2420 1.2420 1.2420 XX 284284 1616 NM_001079512NM_001079512 FAM18AFAM18A 1076803310768033 1082012210820122 0.7893 0.7893 2.0287 2.0287 1.2394 1.2394 OO 285285 1616 NM_012467NM_012467 TPSG1TPSG1 12116521211652 12152551215255 0.5782 0.5782 1.8167 1.8167 1.2385 1.2385 XX 286286 1616 NM_170776NM_170776 GPR97GPR97 5625965756259657 5628078956280789 0.6022 0.6022 1.8274 1.8274 1.2252 1.2252 XX 287287 1616 NM_002762NM_002762 PRM2PRM2 1127699311276993 1127783811277838 0.3228 0.3228 1.5324 1.5324 1.2097 1.2097 OO 288288 1616 NM_001005920NM_001005920 JMJD8JMJD8 671667671667 674440674440 0.7380 0.7380 1.9273 1.9273 1.1892 1.1892 OO 289289 1616 NM_139174NM_139174 ADAD2ADAD2 8278222382782223 8278827382788273 1.2992 1.2992 2.4553 2.4553 1.1561 1.1561 OO 290290 1616 NR_024347NR_024347 C16orf81C16orf81 8775312887753128 8775758487757584 1.2989 1.2989 2.4536 2.4536 1.1548 1.1548 XX 291291 1616 NM_012217NM_012217 TPSD1TPSD1 12462731246273 12484951248495 0.2899 0.2899 1.4426 1.4426 1.1527 1.1527 XX 292292 1616 NM_001114NM_001114 ADCY7ADCY7 4887932348879323 4890954448909544 0.3228 0.3228 1.4706 1.4706 1.1478 1.1478 XX 293293 1616 NM_145252NM_145252 ZG16BZG16B 28201732820173 28222862822286 0.7598 0.7598 1.8873 1.8873 1.1275 1.1275 XX 294294 1616 NM_024533NM_024533 CHST5CHST5 7411992874119928 7412656974126569 0.7997 0.7997 1.9099 1.9099 1.1102 1.1102 XX 295295 1616 NM_001013638NM_001013638 PRR25PRR25 795443795443 803862803862 0.4877 0.4877 1.5806 1.5806 1.0929 1.0929 XX 296296 1616 NM_001089NM_001089 ABCA3ABCA3 22658792265879 23307482330748 0.1247 0.1247 1.2142 1.2142 1.0895 1.0895 OO 297297 1616 NM_001136505NM_001136505 CCDC79CCDC79 6534638065346380 6539302465393024 1.1616 1.1616 2.2497 2.2497 1.0881 1.0881 XX 298298 1616 NM_030581NM_030581 WDR59WDR59 7346497173464971 7357651873576518 0.2883 0.2883 1.3633 1.3633 1.0750 1.0750 OO 299299 1616 NM_032575NM_032575 GLIS2GLIS2 43222254322225 43295994329599 0.3225 0.3225 1.3824 1.3824 1.0600 1.0600 XX 300300 1616 NR_001447NR_001447 MT1LMT1L 5520887355208873 5521023155210231 0.1873 0.1873 1.2291 1.2291 1.0418 1.0418 XX 301301 1616 NR_026864NR_026864 TMPRSS8TMPRSS8 28295742829574 28327532832753 0.3228 0.3228 1.3563 1.3563 1.0335 1.0335 XX 302302 1616 NM_024847NM_024847 TMC7TMC7 1890275618902756 1898276118982761 0.0623 0.0623 1.0792 1.0792 1.0169 1.0169 OO 303303 1616 NM_005223NM_005223 DNASE1DNASE1 36429403642940 36480973648097 0.4149 0.4149 1.4224 1.4224 1.0075 1.0075 XX 304304 1717 NM_000697NM_000697 ALOX12ALOX12 68401076840107 68547796854779 0.3630 0.3630 3.2292 3.2292 2.8662 2.8662 OO 305305 1717 NM_004732NM_004732 KCNAB3KCNAB3 77667517766751 77734787773478 0.4877 0.4877 2.4451 2.4451 1.9574 1.9574 OO 306306 1717 NM_001007533NM_001007533 DYSFIP1DYSFIP1 7738465677384656 7738621577386215 0.4370 0.4370 2.2723 2.2723 1.8353 1.8353 XX 307307 1717 NM_032134NM_032134 QRICH2QRICH2 7178172471781724 7181535671815356 0.8437 0.8437 2.5344 2.5344 1.6907 1.6907 OO 308308 1717 NM_012418NM_012418 FSCN2FSCN2 7711001177110011 7711463177114631 1.2535 1.2535 2.9079 2.9079 1.6544 1.6544 OO 309309 1717 NM_000727NM_000727 CACNG1CACNG1 6247116762471167 6248337362483373 0.9874 0.9874 2.5675 2.5675 1.5801 1.5801 OO 310310 1717 NM_203411NM_203411 TMEM88TMEM88 76991087699108 77001427700142 1.3851 1.3851 2.9495 2.9495 1.5644 1.5644 OO 311311 1717 NM_018949NM_018949 UTS2RUTS2R 7792548977925489 7792665977926659 0.4756 0.4756 2.0077 2.0077 1.5321 1.5321 OO 312312 1717 NM_033194NM_033194 HSPB9HSPB9 3752828137528281 3752889737528897 1.3487 1.3487 2.7942 2.7942 1.4455 1.4455 OO 313313 1717 NM_020795NM_020795 NLGN2NLGN2 72522257252225 72639037263903 0.6022 0.6022 2.0199 2.0199 1.4177 1.4177 OO 314314 1717 NR_026718NR_026718 FOXO3BFOXO3B 1850996018509960 1851721918517219 0.1247 0.1247 1.5009 1.5009 1.3762 1.3762 XX 315315 1717 NR_027084NR_027084 FLJ36000FLJ36000 2182818821828188 2183719721837197 1.6943 1.6943 3.0482 3.0482 1.3539 1.3539 XX 316316 1717 NM_006987NM_006987 RPH3ALRPH3AL 6229362293 202576202576 0.1978 0.1978 1.5398 1.5398 1.3420 1.3420 XX 317317 1717 NM_001122890NM_001122890 GGT6GGT6 44069704406970 44106254410625 0.4149 0.4149 1.7427 1.7427 1.3277 1.3277 XX 318318 1717 NM_031934NM_031934 RAB34RAB34 2406542524065425 2406903524069035 0.3522 0.3522 1.6567 1.6567 1.3044 1.3044 OO 319319 1717 NM_207386NM_207386 SHISA6SHISA6 1108546411085464 1140292111402921 0.0000 0.0000 1.2022 1.2022 1.2022 1.2022 XX 320320 1717 NM_001104577NM_001104577 GPR172BGPR172B 48766204876620 48794514879451 0.2601 0.2601 1.4572 1.4572 1.1971 1.1971 XX 321321 1717 NM_144682NM_144682 SLFN13SLFN13 3078622730786227 3079996930799969 0.8732 0.8732 2.0398 2.0398 1.1667 1.1667 OO 322322 1717 NM_001080439NM_001080439 HSF5HSF5 5385252753852527 5392075853920758 1.0780 1.0780 2.2256 2.2256 1.1476 1.1476 OO 323323 1717 NM_178543NM_178543 ENPP7ENPP7 7531947675319476 7533061675330616 0.0623 0.0623 1.1928 1.1928 1.1305 1.1305 XX 324324 1717 NM_014336NM_014336 AIPL1AIPL1 62677826267782 62792436279243 0.5206 0.5206 1.6284 1.6284 1.1078 1.1078 XX 325325 1717 NM_152462NM_152462 AMAC1AMAC1 3054365130543651 3054552530545525 0.0623 0.0623 1.1680 1.1680 1.1056 1.1056 XX 326326 1717 NM_001002914NM_001002914 KCTD11KCTD11 71959317195931 71989867198986 0.3506 0.3506 1.4361 1.4361 1.0855 1.0855 OO 327327 1717 NM_015626NM_015626 WSB1WSB1 2264523222645232 2266477222664772 0.1978 0.1978 1.2734 1.2734 1.0756 1.0756 OO 328328 1717 NM_002615NM_002615 SERPINF1SERPINF1 16120081612008 16276181627618 0.4254 0.4254 1.4963 1.4963 1.0710 1.0710 XX 329329 1717 NM_014683NM_014683 ULK2ULK2 1961473519614735 1971183119711831 0.5504 0.5504 1.6064 1.6064 1.0560 1.0560 OO 330330 1717 NM_018488NM_018488 TBX4TBX4 5688858856888588 5691644656916446 0.0623 0.0623 1.0730 1.0730 1.0107 1.0107 OO 331331 1717 NM_001004306NM_001004306 CCDC144NLCCDC144NL 2070729920707299 2074004520740045 0.3332 0.3332 1.3384 1.3384 1.0052 1.0052 OO 332332 1818 NM_012283NM_012283 KCNG2KCNG2 7572465575724655 7576080475760804 2.0522 2.0522 3.8202 3.8202 1.7679 1.7679 OO 333333 1818 NM_016271NM_016271 RNF138RNF138 2792583427925834 2796552227965522 0.0000 0.0000 1.2395 1.2395 1.2395 1.2395 OO 334334 1818 NM_001145029NM_001145029 ANKRD30BANKRD30B 1473823814738238 1484273714842737 0.1873 0.1873 1.4173 1.4173 1.2300 1.2300 XX 335335 1818 NM_144662NM_144662 PSMA8PSMA8 2196781321967813 2202731722027317 0.4756 0.4756 1.6704 1.6704 1.1948 1.1948 OO 336336 1818 NM_032649NM_032649 CNDP1CNDP1 7035267170352671 7040324170403241 0.5314 0.5314 1.6140 1.6140 1.0826 1.0826 XX 337337 1919 NM_138568NM_138568 EXOC3L2EXOC3L2 5040771850407718 5042930950429309 1.0021 1.0021 3.2869 3.2869 2.2848 2.2848 OO 338338 1919 NM_001136503NM_001136503 C19orf77C19orf77 34254043425404 34315403431540 0.4880 0.4880 2.5763 2.5763 2.0883 2.0883 XX 339339 1919 NM_152771NM_152771 C19orf34C19orf34 19035251903525 19055481905548 1.0415 1.0415 3.0803 3.0803 2.0388 2.0388 OO 340340 1919 NM_001136198NM_001136198 FZR1FZR1 34739533473953 34877553487755 0.6243 0.6243 2.3563 2.3563 1.7319 1.7319 XX 341341 1919 NM_182973NM_182973 TMPRSS9TMPRSS9 23407832340783 23770862377086 0.7377 0.7377 2.3612 2.3612 1.6235 1.6235 XX 342342 1919 NM_144693NM_144693 ZNF558ZNF558 87813818781381 87945658794565 0.6858 0.6858 2.3071 2.3071 1.6213 1.6213 XX 343343 1919 NM_031310NM_031310 PLVAPPLVAP 1732326317323263 1734913717349137 0.3522 0.3522 1.9503 1.9503 1.5981 1.5981 OO 344344 1919 NM_198537NM_198537 YJEFN3YJEFN3 1950071919500719 1950939319509393 0.6661 0.6661 2.1479 2.1479 1.4818 1.4818 OO 345345 1919 NM_144688NM_144688 CCDC155CCDC155 5458331754583317 5461305854613058 0.3120 0.3120 1.7872 1.7872 1.4752 1.4752 OO 346346 1919 NM_173804NM_173804 TMEM86BTMEM86B 6042992360429923 6043244460432444 0.4687 0.4687 1.9383 1.9383 1.4696 1.4696 XX 347347 1919 NM_133498NM_133498 SPACA4SPACA4 5380181153801811 5380278353802783 0.5396 0.5396 2.0007 2.0007 1.4611 1.4611 XX 348348 1919 NM_001134316NM_001134316 PRR22PRR22 57339705733970 57357765735776 0.7706 0.7706 2.1871 2.1871 1.4166 1.4166 XX 349349 1919 NM_001972NM_001972 ELANEELANE 803290803290 807246807246 0.8491 0.8491 2.2623 2.2623 1.4132 1.4132 XX 350350 1919 NM_033068NM_033068 ACPTACPT 5598548355985483 5599029355990293 0.7032 0.7032 2.0964 2.0964 1.3932 1.3932 XX 351351 1919 NM_004158NM_004158 PSPNPSPN 63263046326304 63268606326860 1.0279 1.0279 2.4155 2.4155 1.3875 1.3875 XX 352352 1919 NM_173479NM_173479 WDR88WDR88 3831483738314837 3835854338358543 0.8732 0.8732 2.2249 2.2249 1.3517 1.3517 OO 353353 1919 NM_001080400NM_001080400 PLIN4PLIN4 44531914453191 44687164468716 1.1585 1.1585 2.4963 2.4963 1.3378 1.3378 XX 354354 1919 NM_013940NM_013940 OR10H1OR10H1 1577881615778816 1577993615779936 0.0000 0.0000 1.3087 1.3087 1.3087 1.3087 OO 355355 1919 NM_173482NM_173482 CCDC105CCDC105 1498253814982538 1499508314995083 0.1247 0.1247 1.4273 1.4273 1.3026 1.3026 OO 356356 1919 NR_002602NR_002602 SNORD37SNORD37 39335043933504 39335703933570 0.8740 0.8740 2.1220 2.1220 1.2480 1.2480 XX 357357 1919 NM_020175NM_020175 DUS3LDUS3L 57361545736154 57422495742249 0.2497 0.2497 1.4905 1.4905 1.2409 1.2409 OO 358358 1919 NM_012116NM_012116 CBLCCBLC 4997296549972965 4999574249995742 0.6127 0.6127 1.8449 1.8449 1.2322 1.2322 OO 359359 1919 NM_006149NM_006149 LGALS4LGALS4 4398415043984150 4399558043995580 0.0623 0.0623 1.2932 1.2932 1.2309 1.2309 XX 360360 1919 NM_001864NM_001864 COX7A1COX7A1 4133366341333663 4133561141335611 0.5906 0.5906 1.8184 1.8184 1.2278 1.2278 OO 361361 1919 NM_031886NM_031886 KCNA7KCNA7 5426248654262486 5426801054268010 1.0367 1.0367 2.2503 2.2503 1.2135 1.2135 OO 362362 1919 NM_145807NM_145807 NTN5NTN5 5385647553856475 5386807653868076 1.0888 1.0888 2.2620 2.2620 1.1732 1.1732 XX 363363 1919 NR_000018NR_000018 SNORD35ASNORD35A 5468624354686243 5468632954686329 0.2709 0.2709 1.4320 1.4320 1.1611 1.1611 XX 364364 1919 NM_005306NM_005306 FFAR2FFAR2 4063245640632456 4063450740634507 0.8329 0.8329 1.9759 1.9759 1.1430 1.1430 XX 365365 1919 NM_182572NM_182572 ZSCAN1ZSCAN1 6323724563237245 6325781163257811 0.3522 0.3522 1.4950 1.4950 1.1428 1.1428 OO 366366 1919 NR_026828NR_026828 LOC126536LOC126536 1598744315987443 1599927215999272 0.0000 0.0000 1.1345 1.1345 1.1345 1.1345 XX 367367 1919 NM_173506NM_173506 LYPD4LYPD4 4703298947032989 4704034847040348 1.8610 1.8610 2.9853 2.9853 1.1243 1.1243 OO 368368 1919 NM_001040283NM_001040283 DMRTC2DMRTC2 4704092547040925 4704823747048237 1.8610 1.8610 2.9853 2.9853 1.1243 1.1243 OO 369369 1919 NM_178525NM_178525 ACTL9ACTL9 86687508668750 86701728670172 0.1355 0.1355 1.2585 1.2585 1.1231 1.1231 OO 370370 1919 NM_001110822NM_001110822 TDRD12TDRD12 3790251837902518 3797355437973554 1.0472 1.0472 2.1666 2.1666 1.1194 1.1194 OO 371371 1919 NM_004058NM_004058 CAPSCAPS 58651925865192 58672225867222 0.3630 0.3630 1.4743 1.4743 1.1112 1.1112 XX 372372 1919 NM_005091NM_005091 PGLYRP1PGLYRP1 5121428051214280 5121816351218163 0.2497 0.2497 1.3580 1.3580 1.1084 1.1084 OO 373373 1919 NM_144691NM_144691 CAPN12CAPN12 4391267143912671 4392695443926954 0.4880 0.4880 1.5961 1.5961 1.1080 1.1080 XX 374374 1919 NM_017708NM_017708 FAM83EFAM83E 5379566853795668 5380850653808506 0.8494 0.8494 1.9478 1.9478 1.0984 1.0984 OO 375375 1919 NM_134444NM_134444 NLRP4NLRP4 6103975561039755 6108503261085032 0.6492 0.6492 1.7273 1.7273 1.0781 1.0781 OO 376376 1919 NM_003712NM_003712 PPAP2CPPAP2C 232043232043 242435242435 0.4993 0.4993 1.5744 1.5744 1.0751 1.0751 OO 377377 1919 NM_007000NM_007000 UPK1AUPK1A 4084955440849554 4086120740861207 0.3506 0.3506 1.4148 1.4148 1.0642 1.0642 XX 378378 1919 NM_005543NM_005543 INSL3INSL3 1778832117788321 1779332017793320 0.2276 0.2276 1.2893 1.2893 1.0617 1.0617 OO 379379 1919 NM_170720NM_170720 KCNJ14KCNJ14 5365631753656317 5366117953661179 0.5612 0.5612 1.6043 1.6043 1.0432 1.0432 OO 380380 1919 NM_182577NM_182577 ODF3L2ODF3L2 414346414346 425983425983 1.2079 1.2079 2.2510 2.2510 1.0431 1.0431 XX 381381 1919 NR_026557NR_026557 PLK5PPLK5P 14750771475077 14864551486455 0.8000 0.8000 1.8336 1.8336 1.0335 1.0335 XX 382382 1919 NM_001015878NM_001015878 AURKCAURKC 6243423962434239 6243872862438728 1.2071 1.2071 2.2290 2.2290 1.0219 1.0219 OO 383383 1919 NM_001398NM_001398 ECH1ECH1 4399790143997901 4401433744014337 0.5765 0.5765 1.5803 1.5803 1.0037 1.0037 OO 384384 2020 NM_080823NM_080823 SRMSSRMS 6164260661642606 6164930161649301 0.9057 0.9057 2.5456 2.5456 1.6399 1.6399 OO 385385 2020 NR_003579NR_003579 FRG1BFRG1B 2822553928225539 2824766828247668 2.6708 2.6708 4.2425 4.2425 1.5718 1.5718 XX 386386 2020 NM_001052NM_001052 SSTR4SSTR4 2296405622964056 2296531422965314 1.2844 1.2844 2.7905 2.7905 1.5061 1.5061 OO 387387 2020 NM_020708NM_020708 SLC12A5SLC12A5 4409122744091227 4412219644122196 0.1247 0.1247 1.5554 1.5554 1.4307 1.4307 OO 388388 2020 NM_032107NM_032107 L3MBTLL3MBTL 4157646641576466 4160394941603949 0.2601 0.2601 1.6820 1.6820 1.4219 1.4219 OO 389389 2020 NM_198723NM_198723 TCEA2TCEA2 6215888262158882 6217414462174144 0.1873 0.1873 1.5775 1.5775 1.3902 1.3902 OO 390390 2020 NM_178468NM_178468 FAM83CFAM83C 3333670033336700 3334363933343639 0.8088 0.8088 2.1037 2.1037 1.2948 1.2948 OO 391391 2020 NM_016436NM_016436 PHF20PHF20 3382333633823336 3400170234001702 0.1978 0.1978 1.3933 1.3933 1.1955 1.1955 OO 392392 2020 NM_032609NM_032609 COX4I2COX4I2 2968935129689351 2969646129696461 0.6842 0.6842 1.8771 1.8771 1.1929 1.1929 OO 393393 2020 NM_080618NM_080618 CTCFLCTCFL 5550562955505629 5553356055533560 0.3630 0.3630 1.5210 1.5210 1.1579 1.1579 OO 394394 2020 NM_020436NM_020436 SALL4SALL4 4983398949833989 4985245549852455 0.4475 0.4475 1.5920 1.5920 1.1446 1.1446 OO 395395 2020 NM_022829NM_022829 SLC13A3SLC13A3 4461986944619869 4471350544713505 0.2605 0.2605 1.4009 1.4009 1.1404 1.1404 OO 396396 2020 NM_006097NM_006097 MYL9MYL9 3460331034603310 3461164034611640 0.7655 0.7655 1.8886 1.8886 1.1231 1.1231 OO 397397 2020 NM_000678NM_000678 ADRA1DADRA1D 41492774149277 41776594177659 0.1870 0.1870 1.2507 1.2507 1.0637 1.0637 OO 398398 2020 NM_032957NM_032957 RTEL1RTEL1 6176009061760090 6179804561798045 0.1355 0.1355 1.1852 1.1852 1.0498 1.0498 OO 399399 2020 NM_139317NM_139317 BIRC7BIRC7 6133772061337720 6134229961342299 0.1247 0.1247 1.1648 1.1648 1.0401 1.0401 XX 400400 2121 NM_199261NM_199261 TPTETPTE 99286139928613 1001279110012791 1.3767 1.3767 3.6242 3.6242 2.2475 2.2475 OO 401401 2121 NM_000383NM_000383 AIREAIRE 4453019044530190 4454253044542530 1.0797 1.0797 2.6717 2.6717 1.5919 1.5919 OO 402402 2121 NM_003225NM_003225 TFF1TFF1 4265545942655459 4265971342659713 0.3851 0.3851 1.9371 1.9371 1.5520 1.5520 XX 403403 2121 NM_198688NM_198688 KRTAP10-6KRTAP10-6 4483557644835576 4483681444836814 0.3336 0.3336 1.7306 1.7306 1.3970 1.3970 XX 404404 2121 NM_006657NM_006657 FTCDFTCD 4638060346380603 4639990946399909 0.8956 0.8956 2.2704 2.2704 1.3748 1.3748 XX 405405 2121 NM_001080444NM_001080444 IGSF5IGSF5 4003920340039203 4009589340095893 0.0623 0.0623 1.3705 1.3705 1.3082 1.3082 XX 406406 2121 NM_174981NM_174981 POTEDPOTED 1390436813904368 1393577713935777 0.0623 0.0623 1.3670 1.3670 1.3047 1.3047 XX 407407 2121 NM_182832NM_182832 PLAC4PLAC4 4146902741469027 4147903641479036 0.1978 0.1978 1.4930 1.4930 1.2952 1.2952 XX 408408 2121 NR_002996NR_002996 SNORA80SNORA80 3267136632671366 3267150232671502 0.0000 0.0000 1.0424 1.0424 1.0424 1.0424 XX 409409 2222 NM_018995NM_018995 MOV10L1MOV10L1 4887056148870561 4894224248942242 0.9792 0.9792 2.6865 2.6865 1.7074 1.7074 OO 410410 2222 NM_152510NM_152510 HORMAD2HORMAD2 2880645228806452 2890306228903062 0.5101 0.5101 2.1479 2.1479 1.6378 1.6378 OO 411411 2222 NR_027033NR_027033 LOC400931LOC400931 4486054044860540 4488847044888470 1.2429 1.2429 2.6845 2.6845 1.4416 1.4416 XX 412412 2222 NM_021096NM_021096 CACNA1ICACNA1I 3829670338296703 3841568738415687 0.3228 0.3228 1.5727 1.5727 1.2499 1.2499 XX 413413 2222 NM_001001663NM_001001663 TMEM211TMEM211 2366120723661207 2366531423665314 0.1978 0.1978 1.3368 1.3368 1.1390 1.1390 XX 414414 2222 NM_025045NM_025045 BAIAP2L2BAIAP2L2 3681084136810841 3683662236836622 1.1007 1.1007 2.2371 2.2371 1.1363 1.1363 XX 415415 2222 NM_005315NM_005315 GSC2GSC2 1751650317516503 1751779617517796 0.1873 0.1873 1.2974 1.2974 1.1100 1.1100 OO 416416 2222 NM_019601NM_019601 SUSD2SUSD2 2290744322907443 2291507422915074 1.1526 1.1526 2.2617 2.2617 1.1090 1.1090 XX 417417 2222 NM_005265NM_005265 GGT1GGT1 2332917923329179 2335497223354972 0.1247 0.1247 1.2283 1.2283 1.1037 1.1037 XX 418418 2222 NM_001098527NM_001098527 RFPL2RFPL2 3091642130916421 3092946430929464 0.3851 0.3851 1.4586 1.4586 1.0734 1.0734 XX 419419 2222 NM_005297NM_005297 MCHR1MCHR1 3940512739405127 3940876439408764 0.0623 0.0623 1.1294 1.1294 1.0671 1.0671 XX 420420 2222 NM_012324NM_012324 MAPK8IP2MAPK8IP2 4938599649385996 4939684549396845 0.0000 0.0000 1.0611 1.0611 1.0611 1.0611 OO 421421 2222 NM_138481NM_138481 CHADLCHADL 3995545939955459 3996688139966881 0.1978 0.1978 1.2555 1.2555 1.0577 1.0577 XX 422422 2222 NM_153615NM_153615 RGL4RGL4 2236304722363047 2237136322371363 0.3506 0.3506 1.3865 1.3865 1.0359 1.0359 XX 423423 2222 NM_005650NM_005650 TCF20TCF20 4088596240885962 4094138940941389 0.3120 0.3120 1.3139 1.3139 1.0019 1.0019 XX 424424 XX NM_207320NM_207320 OTUD6AOTUD6A 6919906569199065 6920075469200754 0.3747 0.3747 2.2174 2.2174 1.8427 1.8427 OO 425425 XX NM_174951NM_174951 FAM9AFAM9A 87188368718836 87294248729424 0.1355 0.1355 1.3414 1.3414 1.2060 1.2060 OO 426426 XX NM_001031834NM_001031834 RAB40ALRAB40AL 102078855102078855 102079884102079884 0.0623 0.0623 1.2455 1.2455 1.1832 1.1832 OO 427427 XX NM_001017417NM_001017417 CT45A1CT45A1 134674850134674850 134684654134684654 0.2276 0.2276 1.3706 1.3706 1.1431 1.1431 XX 428428 XX NM_000166NM_000166 GJB1GJB1 7035978070359780 7036179070361790 0.0000 0.0000 1.1246 1.1246 1.1246 1.1246 XX 429429 XX NM_206923NM_206923 YY2YY2 2178452321784523 2178564221785642 0.5396 0.5396 1.6406 1.6406 1.1010 1.1010 OO 430430 XX NM_205849NM_205849 FAM9BFAM9B 89530388953038 89611168961116 0.9797 0.9797 2.0192 2.0192 1.0395 1.0395 XX

<실시예 3>&Lt; Example 3 >

mRNA 발현 비교mRNA Expression Comparison

메틸화 된 유전자는 mRNA 발현 수준이 낮을 것으로 예상되어, 상기 [표 2] 및 [표 3]에서 나열된 유전자 중 임의로 TP73([표 3]의 no.1), FANK1([표 3]의 no. 176), PPAPDC3([표 3]의 no. 156)을 택하여, 정상군과 건선군에서 mRNA 발현을 비교해보았다. 또한 DNA methylation inhibitor로 처리한 실험을 추가하여, 재확인을 해보았다.The methylated gene is expected to have a low level of mRNA expression, and thus, TP73 (no.1 in [Table 3]), FANK1 (no. 176 in [Table 3]) among the genes listed in [Table 2] ) And PPAPDC3 (no. 156 in [Table 3]), and compared mRNA expression in the normal group and in the dry eye group. In addition, we have re-confirmed DNA methylation inhibitor-treated experiments.

DNA methylation inhibitor로 처리한 실험군을 만들기 위해, 실시예 <1-2>에서 분리한 건선환자의 total CD4+ T cell을 1x106/ml의 농도로 IL-2(100 IU/ml)가 포함된 RPMI(10% FBS)에서 배양한다. 이때 DNA methylation inhibitor인 5-azacytidine 을 10 uM로 처리한 다음 24시간 또는 48시간 동안 incubation 한 뒤, 세포를 모아 RNA 를 뽑았다.To construct an experimental group treated with DNA methylation inhibitor, the total CD4 + T of the psoriasis patients isolated in Example < 1-2 > cells are cultured in RPMI (10% FBS) containing IL-2 (100 IU / ml) at a concentration of 1x10 6 / ml. At this time, 5-azacytidine, a DNA methylation inhibitor, was treated with 10 μM and incubated for 24 hours or 48 hours. Cells were collected and RNA was extracted.

QuantiTect Rev. Transcription Kit(QIAGEN)을 이용하여 분리한 RNA를 cDNA로 제작한 다음 real-time PCR을 시행하였다. KAPA SYBRFAST qPCR Kits을 이용하여 Rotergene 6000 (Corbett, Australia)에서 시행하였다. PCR 프로그램은 95°C 에서 10분 동안 1 cycle, 95℃ 에서 20초, 55℃에서 20초, 72℃에서 20초간 40 cycle을 시행하여 Delta-Delta CT 방법으로 결과를 수치화시켰다. 각각의 loading control 로 glyceraldehyde-3-phosphate dehydrogenase를 사용하였다. QuantiTect Rev. Transcription Kit (QIAGEN) was used to generate cDNA from the isolated RNA and then real-time PCR was performed. KAPA SYBRFAST qPCR Kits were performed on a Rotergene 6000 (Corbett, Australia). PCR was performed by Delta-Delta CT method at 95 ° C for 10 minutes, at 95 ° C for 20 seconds, at 55 ° C for 20 seconds, and at 72 ° C for 20 seconds for 40 cycles. Glyceraldehyde-3-phosphate dehydrogenase was used as a loading control.

건선군 1(5-azacytidine 비처리군), 건선군 2(5-azacytidine 처리군)의 실험결과는 Rotergene 6000 (Corbett, Australia) 프로그램의 Delta-Delta CT 방법으로 수치화 되었다. 각 결과에 대한 유의성을 체크하기 위하여 T-TEST 방법을 사용하였다.Experimental results of group 1 (5-azacytidine untreated) and group 2 (5-azacytidine treated) were quantified using the Delta-Delta CT method of the Rotergene 6000 (Corbett, Australia) program. The T-test method was used to check the significance of each result.

증폭에 사용한 프라이머 정보는 아래 [표 4]에 표시하였다.The primer information used for amplification is shown in Table 4 below.

유전자명Gene name 서열 및 서열번호SEQ ID NO: product 크기product size TP73
TP73
전방향Omni direction 5'- CAGATCCATGCCTCGTCC -3' (서열번호 1)5'-CAGATCCATGCCTCGTCC -3 '(SEQ ID NO: 1) 148 bp
148 bp
역방향Reverse 5'- CTGCTCATCTGGTCCATGG -3' (서열번호 2)5'-CTGCTCATCTGGTCCATGG -3 '(SEQ ID NO: 2) FANK1
FANK1
전방향Omni direction 5'- AGTGGTTCAGGTTCTCGATTG -3' (서열번호 3)5'-AGTGGTTCAGGTTCTCGATTG -3 '(SEQ ID NO: 3) 135 bp
135 bp
역방향Reverse 5'- TGACCTTCAGGCGAAATCTG -3' (서열번호 4)5'-TGACCTTCAGGCGAAATCTG -3 '(SEQ ID NO: 4) PPAPDC3
PPAPDC3
전방향Omni direction 5'- AGGTGCTCATGAATCTGCTC -3' (서열번호 5)5'-AGGTGCTCATGAATCTGCTC -3 '(SEQ ID NO: 5) 141 bp
141 bp
역방향Reverse 5'- GGAAGGCGTAGATGTCCATG -3'(서열번호 6)5'-GGAAGGCGTAGATGTCCATG -3 '(SEQ ID NO: 6)

정상군과 건선 환자 군에서 상기 세 유전자의 mRNA 발현 수준은 [도 3]의 A에 기재하였고, 건선 환자군의 total CD4+ T cell에 5-azacytidine 처리한 군과 비처리군 간의 mRNA 발현 수준은 [도 3]의 B에 기재하였다. [도 3]의 A에서 정상군에 비해 건선 환자군에서 상기 세 유전자의 mRNA 발현이 유의적으로 감소함을 확인할 수 있고, [도 3]의 B에서 5-azacytidine 처리군의 경우, 상기 세 유전자의 mRNA 발현이 증가하였음을 알 수 있다. 따라서 건선 진단은 [표 2] 또는 [표 3]에 나열한 유전자들의 mRNA 발현 수준으로 진단할 수 있음을 알 수 있다.
The mRNA expression levels of the three genes in the normal group and the psoriasis group are shown in [A] of FIG. 3, and the total mRNA expression level of 5-azacytidine treated group and the untreated group in the total CD4 + 3]. 3 in Fig. 3, mRNA expression of the three genes was significantly reduced in the psoriasis group compared to the normal group, and in the case of 5-azacytidine treatment group in Fig. 3B, mRNA expression was increased. Thus, psoriasis diagnosis can be diagnosed by the mRNA expression level of the genes listed in [Table 2] or [Table 3].

<실시예 4><Example 4>

프로모터의 활성화와 메틸화의 관계Relationship between Activation and Methylation of Promoters

<4-1> 메틸화된 &Lt; 4-1 > TP73TP73 유전자의 프로모터 부위별 활성화 측정 Activation of gene by promoter region

메틸화 된 유전자의 프로모터 부위를 클로닝하여 그 활성화를 측정하는 방법이다. CD4+ T 세포의 Genomic DNA에서 PCR 방법을 이용해 TP73 유전자의 약 1 kb upstream 부위를 루시퍼라제 유전자의 앞 쪽에 위치시킬 수 있게 클로닝을 한다. 즉 프로모터의 작용에 따른 루시퍼라제의 활성화를 측정함으로써 프로모터의 기능을 판단한다. The promoter region of the methylated gene is cloned and its activation is measured. In the CD4 + T cell genomic DNA, cloning is carried out using the PCR method to locate about 1 kb upstream of the TP73 gene in front of the luciferase gene. That is, the function of the promoter is determined by measuring the activation of luciferase according to the action of the promoter.

Transformed T cell line인 Jurkat T cell을 RPMI (10% FBS)에서 4x105/ml의 농도로 배양하고 여기에 프로모터가 클로닝된 벡터 1 microgram과 lipofectamine 2000 transfection reagent 3 microlitter를 섞은 혼합물을 처리하여 세포에 transfection 시킨다. 이 후 48시간이 지난 후 세포를 모아서 promega 회사의 dual luciferase assay system에서 제공하는 세포 용해 버퍼와 시약들을 이용하여 활성화를 측정한다. 활성 측정 기계는 luminometer를 이용한다. (도4 A)Transformed T cell line Jurkat T cells were cultured in RPMI (10% FBS) at a concentration of 4 × 10 5 / ml and treated with a mixture of 1 microgram of the vector in which the promoter was cloned and lipofectamine 2000 transfection reagent 3 microlitter. . Forty-eight hours later, the cells are collected and assayed using a lysis buffer and reagents provided by the promega dual luciferase assay system. The active measuring instrument uses a luminometer. (Figure 4A)

대조 벡터의 활성을 기준으로 상대적 활성도를 측정하여 나타내고, 프로모터의 부위별 활성도를 측정하기 위해, 추가적으로 연속적 결손을 일으킨 프로모터 부위를 클로닝하여 그 활성도를 측정한다. 이 방법은 프로모터의 부위별 활성 정도를 알 수 있게 하는 방법으로 각 부위의 활성 기여도를 측정할 수 있다. (도4 A)
The relative activity is measured and expressed based on the activity of the control vector. In order to measure the activity of each region of the promoter, the promoter region that has been further sequenced is cloned and its activity is measured. This method can measure the active contribution of each site in such a way that the degree of activity of each part of the promoter can be known. (Figure 4A)

<4-2> 메틸화로 인한 프로모터 활성 감소<4-2> Reduction of promoter activity due to methylation

루시퍼라제 활성화 측정으로 확인된 프로모터 클로닝 벡터를 대상으로 in vitro 메틸화를 시킨 후 활성도를 측정하여 메틸화의 효과를 측정하는 방법이다.The in vitro methylation of a promoter cloning vector identified by luciferase activation assay, followed by measurement of the activity, measures the effect of methylation.

대조 벡터와 TP73 포로모터 (-438 ~ +53) 부위가 클로닝된 벡터를 대상으로 CpG 메틸레아제인 M.SssI 효소를 이용하여 S-adenosyl methionine (SAM)을 메틸기 공급 물질로 벡터들을 메틸레이션 시킨다. 반응 후 메틸레이션에 민감한 제한 효소 (예; NotI)를 이용하여 메틸레이션 정도를 확인하고 메틸레이션 시키지 않은 벡터와 함께 정제 과정을 거쳐 정량을 한 후 실험에 이용한다.Vectors were methylated with S-adenosyl methionine (SAM) as a methyl group-supplying substance using a CpG methylase, M.SssI enzyme, as a control vector and a vector in which a TP73 captor motor (-438 to +53) region was cloned. After the reaction, the degree of methylation is checked using a restriction enzyme sensitive to methylation (eg, NotI), and the resultant is subjected to purification through a purification process with a vector not subjected to methylation.

메틸레이션 시킨 벡터들을 대조군과 함께 Jurkat T 세포에 위와 같은 방법으로 transfection 시킨 후 루시퍼라제 측정을 통해 프로모터 부위의 메틸레이션 유무에 따른 활성화를 비교하여 그 효과를 검증한다.(도4 B)
The methylated vectors were transfected with Jurkat T cells together with the control group in the same manner as described above, and then the activation of the promoter region with and without methylation was checked by luciferase assay to verify the effect (FIG. 4B)

본 발명의 TP73(GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) 및 PPAPDC3(GenBank Accession No. NM_032728)로 이루어진 군에서 선택되는 어느 하나의 유전자를 이용한 건선 진단에 필요한 정보를 제공하는 방법, 건선 진단용 조성물 및 진단용 키트를 제공한다. 본 발명의 방법, 조성물 및 키트를 이용하여 건선 질환을 진단할 수 있어, 산업상 이용가능성이 높다. A method for providing information necessary for the diagnosis of psoriasis using any one gene selected from the group consisting of TP73 (GenBank Accession No. NM_001126240), FANK1 (GenBank Accession No. NM_145235) and PPAPDC3 (GenBank Accession No. NM_032728) A composition for diagnosing psoriasis, and a diagnostic kit. The methods, compositions and kits of the present invention can be used to diagnose psoriasis and are highly industrially applicable.

<110> CATHOLIC UNIVERSITY INDUSTRY ACADEMIC COOPERATION FOUNDATION <120> Genetic Marker for Diagnosis of Psoriasis and Method for diagnosis of Psoriasis using the same <130> NP12-0080 <160> 11 <170> KopatentIn 2.0 <210> 1 <211> 18 <212> DNA <213> Artificial Sequence <220> <223> Foward Primer for TP73 <400> 1 cagatccatg cctcgtcc 18 <210> 2 <211> 19 <212> DNA <213> Artificial Sequence <220> <223> Reverse Primer for TP73 <400> 2 ctgctcatct ggtccatgg 19 <210> 3 <211> 21 <212> DNA <213> Artificial Sequence <220> <223> Foward Primer for FANK1 <400> 3 agtggttcag gttctcgatt g 21 <210> 4 <211> 20 <212> DNA <213> Artificial Sequence <220> <223> Reverse Primer for FANK1 <400> 4 tgaccttcag gcgaaatctg 20 <210> 5 <211> 20 <212> DNA <213> Artificial Sequence <220> <223> Foward Primer for PPAPDC3 <400> 5 aggtgctcat gaatctgctc 20 <210> 6 <211> 20 <212> DNA <213> Artificial Sequence <220> <223> Reverse Primer for PPAPDC3 <400> 6 ggaaggcgta gatgtccatg 20 <210> 7 <211> 18 <212> DNA <213> Artificial Sequence <220> <223> Linker primer for upper strand sequence <400> 7 tagaattcag atctcccg 18 <210> 8 <211> 25 <212> DNA <213> Artificial Sequence <220> <223> Linker primer for lower strand sequence <400> 8 gcggtgaccc gggagatctg aattc 25 <210> 9 <211> 5131 <212> DNA <213> TP73 gene sequence of Homo sapiens <400> 9 ggattcagcc agttgacaga actaagggag atgggaaaag cgaaaatgcc aacaaacggc 60 ccgcatgttc cccagcatcc tcggctcctg cctcactagc tgcggagcct ctcccgctcg 120 gtccacgctg ccgggcggcc acgaccgtga cccttcccct cgggccgccc agatccatgc 180 ctcgtcccac gggacaccag ttccctggcg tgtgcagacc ccccggcgcc taccatgctg 240 tacgtcggtg accccgcacg gcacctcgcc acggcccagt tcaatctgct gagcagcacc 300 atggaccaga tgagcagccg cgcggcctcg gccagcccct acaccccaga gcacgccgcc 360 agcgtgccca cccactcgcc ctacgcacaa cccagctcca ccttcgacac catgtcgccg 420 gcgcctgtca tcccctccaa caccgactac cccggacccc accactttga ggtcactttc 480 cagcagtcca gcacggccaa gtcagccacc tggacgtact ccccgctctt gaagaaactc 540 tactgccaga tcgccaagac atgccccatc cagatcaagg tgtccacccc gccaccccca 600 ggcaccgcca tccgggccat gcctgtttac aagaaagcgg agcacgtgac cgacgtcgtg 660 aaacgctgcc ccaaccacga gctcgggagg gacttcaacg aaggacagtc tgctccagcc 720 agccacctca tccgcgtgga aggcaataat ctctcgcagt atgtggatga ccctgtcacc 780 ggcaggcaga gcgtcgtggt gccctatgag ccaccacagg tggggacgga attcaccacc 840 atcctgtaca acttcatgtg taacagcagc tgtgtagggg gcatgaaccg gcggcccatc 900 ctcatcatca tcaccctgga gatgcgggat gggcaggtgc tgggccgccg gtcctttgag 960 ggccgcatct gcgcctgtcc tggccgcgac cgaaaagctg atgaggacca ctaccgggag 1020 cagcaggccc tgaacgagag ctccgccaag aacggggccg ccagcaagcg tgccttcaag 1080 cagagccccc ctgccgtccc cgcccttggt gccggtgtga agaagcggcg gcatggagac 1140 gaggacacgt actaccttca ggtgcgaggc cgggagaact ttgagatcct gatgaagctg 1200 aaagagagcc tggagctgat ggagttggtg ccgcagccac tggtggactc ctatcggcag 1260 cagcagcagc tcctacagag gccgagtcac ctacagcccc cgtcctacgg gccggtcctc 1320 tcgcccatga acaaggtgca cgggggcatg aacaagctgc cctccgtcaa ccagctggtg 1380 ggccagcctc ccccgcacag ttcggcagct acacccaacc tggggcccgt gggccccggg 1440 atgctcaaca accatggcca cgcagtgcca gccaacggcg agatgagcag cagccacagc 1500 gcccagtcca tggtctcggg gtcccactgc actccgccac ccccctacca cgccgacccc 1560 agcctcgtca gttttttaac aggattgggg tgtccaaact gcatcgagta tttcacctcc 1620 caagggttac agagcattta ccacctgcag aacctgacca ttgaggacct gggggccctg 1680 aagatccccg agcagtaccg catgaccatc tggcggggcc tgcaggacct gaagcagggc 1740 cacgactaca gcaccgcgca gcagctgctc cgctctagca acgcggccac catctccatc 1800 ggcggctcag gggaactgca gcgccagcgg gtcatggagg ccgtgcactt ccgcgtgcgc 1860 cacaccatca ccatccccaa ccgcggcggc ccaggcggcg gccctgacga gtgggcggac 1920 ttcggcttcg acctgcccga ctgcaaggcc cgcaagcagc ccatcaagga ggagttcacg 1980 gaggccgaga tccactgagg gcctcgcctg gctgcagcct gcgccaccgc ccagagaccc 2040 aagctgcctc ccctctcctt cctgtgtgtc caaaactgcc tcaggaggca ggaccttcgg 2100 gctgtgcccg gggaaaggca aggtccggcc catccccagg cacctcacag gccccaggaa 2160 aggcccagcc accgaagccg cctgtggaca gcctgagtca cctgcagaac cttctggagc 2220 tgccctagtg ctgggcttgt ggggcggggg ctggcccact ctcagccctg ccactgcccc 2280 ggcgtgctcc atggcaggcg tgggtgggga ccgcagcgtc ggctccgact tccaggcttc 2340 atcctagaga ctgtcatctc ccaaccaggc gaggtccttc caaaggaaag gatcctcttt 2400 gctgatggac tgccaaaaag tattttgcga catcttttgg ttctggatag tagtgagcag 2460 ccaagtgact gtgtctgaaa caccagtgta ttttcaggga atgtccctaa ctgcgtcttg 2520 cccgcgccgg gggctgggga ctctctctgc tggacttggg actggcctct gcccccagca 2580 cgctgtattc tgcaggaccg cctccttcct gcccctaaca acaaccacag tgttgctgaa 2640 attggagaaa actggggagg gcgcaacccc ccccaggcgc ggggaagcat gtggtaccgc 2700 ctcagccagt gcccctcagc ctggccacag tcgcctctcc tcggggaccc ctcagcagaa 2760 agggacagcc tgtccttaga ggactggaaa ttgtcaatat ttgataaaat gatacccttt 2820 tctacatggt gggtcagctt tttttttttt ttttttaact ttctttctca gcattctctt 2880 tggagttcaa cctagcgccc atgagccagg ctgaggaagc tgagtgagaa gccaggtggg 2940 cgggacttgt tcccaggaag gccgggtggg gaggaagcct agagggaacc ccaggaaggg 3000 caaatccagg caaatctgca ggaatgctct gccatgggag cagctcctcc cttgccacgg 3060 ccaccttctc tagcactgca aggtccacag ggcattgctt tcctttctag gcggtggcag 3120 tcagggaaca gactgaggta ggtgtagggg ggtctaggcc ttcgtggagc accccaggga 3180 gttagtaggc cccggggaga cagagtctgc acaggccctt tctggggcca cctccatcca 3240 cgaggagcag cctgagcctt ggtggccgaa ccttgaccgt cccggagcac agcttcaggg 3300 cagggaaccg gagcccctgg ggggcctcac gggtgtgacg aggcccttca ttgcaggcag 3360 gtgggccaat gggagccctc acccacgcaa gccgagacac cacccagagt gcaggctgcc 3420 tggccccttc tggcacggcc agctccacac cccctgccta gggtatgtgt ggtcctaagg 3480 gctaggagct tcccctacta acatctccca gaaaaagcag ttaagcccct cagggcacag 3540 caaggttaga cacagccccc atccccagat caggactcca tcttgctaag tggcatcacc 3600 gtcaccagcc tccccttatt taaaagcagc gactggtgtt gccgcaggta cctggtctac 3660 gaagacgcag gcatccctct cccaccgtcc acctccccgg gggccgctga cagcacagtc 3720 gcctgggtgc acgcttgtgg gggcagcagg aacggggctg tcggctctca ggggatctgg 3780 ctgcagccag ggcgagggcc tggcccttcc ttccagctcc ttccggctcc ttccagctga 3840 agggcaggaa gctctggccg cttagcttct agggttccat ctccctagaa aggtgcccac 3900 gcccagggca tcagtcagta gcggcagcag cagcagactc ggggctttcc cagggtggcg 3960 cagccacccc agctgcatgt cacctcagct ctccatctta ttgccatttt gtagatgagg 4020 aagctgagac cagaaaggct aagacccatg ccccaggcac cacacccatc tcttgggggc 4080 tgggcacctg ctacccgagg ccacctcctg aagcccccac tcttccccca tgttccactt 4140 caggagccgc gggggcccat cctgacaccc ggggttcctc agcccagcgc agatgtgctt 4200 cagttccaga gggcttgttg atttgtttct taggtacgtt acctgtccac cctgagtcca 4260 gtgaggctgt cccaagagcc cctgtagtgt gctcctggga agggctgggg gggctggggg 4320 ggctgggaga ggcccagggg cagctgtcac tggaacccca gccagatgtc caaggaagcc 4380 ggccagaaca cggagcagcc agatggcccc agctgcacct gtctagggag cccatgcagc 4440 ctccttgcac tggagaagca gctgtgaaag tagacagagt tgagacttcg ccgtggtcag 4500 gagaaaatgc aaattcccag gaacaagaat cctttaagtg atatgttttt ataaaactaa 4560 acaaatcaac aaataaatct tgaaggcgga tggttttccc agcagtgcag gggttggagg 4620 gaggctgctg gcactcctgg ggccaagggg gacaggcagt ggtcctgagt ctgctcagag 4680 aggcaaggca gaaggagctc gccaggcagg tcagctcaca tctgtccaag tcgctctggt 4740 cagaaacagc gactctcccc cattccccca gcgttcccac caggcctggg ctgctgggaa 4800 gcccttgctg tacccaggag cccgacccgc agtatcctgg cacagagcca cttgtcactc 4860 agaacagtca gtgtctccaa cgcacaaaca tccactcctc tgttaccagt taaagcactt 4920 taatgcttta aggtgaaaac gaaatcccat ccgtgttttt cgtgtaagat cgtgcttctc 4980 cgagcagtat taatggacgc cctccaatga cataacaact gtttttggta atgtaatctt 5040 gggaaaatgt gttatttttt tagctgtgtt tcagtgggga tttttgtttt tgtaacataa 5100 taaagtgtat gttccaatga aaaaaaaaaa a 5131 <210> 10 <211> 1395 <212> DNA <213> FANK 1 gene sequence of Homo sapiens <400> 10 cacttcgcct ccgggttgtc agggcaaccg tagcgacgcc ggccctggct gagaggcgtt 60 aggagtccgg gggttcgccc gcggaggccg gggagcagcc gaccatggag ccccagaaaa 120 tcatgccacc ctcaaagcct catccacctg tcgtgggcaa agtgactcat cacagcattg 180 aattatactg ggatctggaa aagaaagcca aacgccaagg acctcaagag cagtggttca 240 ggttctcgat tgaagaagaa gaccccaaaa tgcacactta tggtatcatt tatacgggat 300 atgcaacgaa gcatgttgtt gaaggtctgg aaccaaggac gctgtacaga tttcgcctga 360 aggtcaccag cccctctggg gagtgtgagt acagcccact cgtctcagtg tctacaacca 420 gagagcccat aagtagtgag cacttgcacc gggctgtcag tgtgaatgat gaagatttgc 480 tggtccgaat acttcaagga ggccgtgtta aggttgatgt tcccaataag tttggcttta 540 ccgctctgat ggttgctgcc cagaaaggat acaccaggct tgtgaaaatc ctagtttcta 600 atggcacaga cgtgaatctg aagaatggaa gtggcaagga cagtctaatg ctggcgtgct 660 atgcgggaca cctagatgtt gtgaaatatc tccgaagaca tggcgcttct tggcaggcta 720 gagacctggg aggctgtaca gctctgcact gggctgcaga tggaggccac tgcagtgtga 780 ttgagtggat gataaaggat ggctgtgagg tagacgtcgt ggacactggt tcaggatgga 840 ccccactcat gagagtctct gcggtgtcgg gaaatcagag ggtggcctct cttctaattg 900 atgctggggc caatgtgaat gtgaaggaca gaaatggaaa gacgcccctt atggtggctg 960 tgttaaataa tcatgaagag ttagttcagt tacttcttga caaaggggca gatgcaagtg 1020 taaaaaatga gttcggcaaa ggtgtcctag aaatggccag agtttttgac agacagagtg 1080 tagtctcctt attagaagaa aggaaaaaaa agcagaggcc aaagaagtct tgtgtctgct 1140 gatgagagca ccactcatct gcgaaacgca cgtaaaacaa agtgaaccgt gactgttaaa 1200 ctagggatgg gaaattctgc atcttggggg gctgtacatt tatttattta gttgaagatt 1260 cactgatccc actttgaaat acatcttttt acctaaaaaa aaaaaaaaaa aaaaaaaaaa 1320 aaaaaaaaaa aaaaaaaaaa aaaaaaaaaa aaaaaaaaaa aaaaaaaaaa aaaaaaaaaa 1380 aaaaaaaaaa aaaaa 1395 <210> 11 <211> 2095 <212> DNA <213> PPAPDC3 gene sequence of Homo sapiens <400> 11 aaatagccca ggcccgaggc agccaggccg cagctgtgga ctcctcacct cccggaggct 60 ctgctggtgc aggccccgca ttggagggct cgattggctg cccggctggc actgacgtcc 120 ccttggagct gggtggcaga ggagataaac agccatgtgc aactctccac actatattta 180 acagctgcgg cggagaaggc agggaggcag ccacggtggc ggctctgggg gcagctcttg 240 tcttcgggga gaaggccctt ggagccgggc tggcatcggc cttctcgggg tgagcgaggt 300 caccatgcca gcttcccaga gccgggcccg tgcccgggac cgcaacaacg tcctcaaccg 360 ggctgagttc ctgtccctga accagccccc caaggggggc ccggagcccc gcagctcggg 420 cagaaaggcc tcgggcccat cagcacagcc cccacctgct ggtgacgggg ccagagagcg 480 acgccagtca cagcagctgc cagaggagga ctgcatgcag ctgaacccct ccttcaaggg 540 catcgccttc aactccctgc tggccatcga tatctgtatg tccaagcggc tgggggtgtg 600 cgctggccgg gcggcgtcct gggccagtgc ccgctccatg gtcaagctca tcggcatcac 660 gggccacggc atcccctgga tcggaggcac catcctctgc ctggtgaaga gcagcacact 720 ggccggccag gaggtgctca tgaatctgct cctggccctg ctcctggaca tcatgacggt 780 ggccggcgtg cagaagctca tcaagcggcg cggcccgtac gagacgagcc ccagcctcct 840 ggactacctc accatggaca tctacgcctt cccggccggg cacgccagcc gcgccgccat 900 ggtgtccaag ttcttcctca gccacctggt gctggcggtg cccctgcgtg tgctgctggt 960 gctctgggcc ctctgcgtgg gcctgtcccg cgtgatgatc ggccgccacc acgtcacgga 1020 cgtcctctcc ggctttgtca tcggctacct ccagttccgt ctggtggagc tggtctggat 1080 gccctccagc acctgccaga tgctcatctc tgcctggtga agcgcccgcc ggcccacaca 1140 agcctctggg ggcagggctg gccctagaga aggggcaggg ggtggcgagg tggcgggcgt 1200 gggtggaaca gagcggccag gagtcagagc ggccaccccc acctcatctt cccctcctgg 1260 ctggaggctg gcgaacccag gccacccctc ccggagacaa gcgtgtttgg cagtgccagg 1320 cctcttgccc ctttgcttgg actccaagtc tcctctctag gcagccagga cccacccatg 1380 gggacagccc tatttagctt ctgctctggg aacagcaaaa atcaggatgg tgggaggggc 1440 cgagtcttgt cttgtccttt catcatcatg actgttgagt tcttggctgt gcccatcacg 1500 ccacagcacg acgcctgcca aaatgccccc aacctactgc ctgatgcagg tgccattgcc 1560 attagcggtc atcgacagct tagggcagca ctttccaacg ggtgcccatg ggacaccagc 1620 ctgcgagatg cttttggggg aaaggggttt tgtggttcaa taactttcgg aagtgctgca 1680 cactctgtcc ccaagttgga cattcacaaa ggccgttatt gccgtaaagg ctctgacaag 1740 ccctatagaa aagcttcttg ctaaaccttc tttaacccat gttttctaaa cttatttgac 1800 cacagaaccc ttttcttggg gaacagctat taacccccaa ggaattattg gttcctcaag 1860 tgcgttttgg gagctgctgc cagagagcta aagggcctgg ggtgtgagct gactctcctc 1920 tggggaggcc gggtgcacac gccacagccc gaggaaagtg ctggccaccg cccgtgggca 1980 tcgatgaggc tttggccccc aggggccgga ctccgtgtga cctaataggt cgtttccaag 2040 tcacccgttt tggatgtgca tttcatgtga caatacagat gacatgcaaa tggcc 2095 <110> CATHOLIC UNIVERSITY INDUSTRY ACADEMIC COOPERATION FOUNDATION <120> Genetic Marker for Diagnosis of Psoriasis and Method for          diagnosis of Psoriasis using the same <130> NP12-0080 <160> 11 <170> Kopatentin 2.0 <210> 1 <211> 18 <212> DNA <213> Artificial Sequence <220> <223> Foward Primer for TP73 <400> 1 cagatccatg cctcgtcc 18 <210> 2 <211> 19 <212> DNA <213> Artificial Sequence <220> <223> Reverse Primer for TP73 <400> 2 ctgctcatct ggtccatgg 19 <210> 3 <211> 21 <212> DNA <213> Artificial Sequence <220> <223> Foward Primer for FANK1 <400> 3 agtggttcag gttctcgatt g 21 <210> 4 <211> 20 <212> DNA <213> Artificial Sequence <220> <223> Reverse Primer for FANK1 <400> 4 tgaccttcag gcgaaatctg 20 <210> 5 <211> 20 <212> DNA <213> Artificial Sequence <220> <223> Foward Primer for PPAPDC3 <400> 5 aggtgctcat gaatctgctc 20 <210> 6 <211> 20 <212> DNA <213> Artificial Sequence <220> <223> Reverse Primer for PPAPDC3 <400> 6 ggaaggcgta gatgtccatg 20 <210> 7 <211> 18 <212> DNA <213> Artificial Sequence <220> <223> Linker primer for upper strand sequence <400> 7 tagaattcag atctcccg 18 <210> 8 <211> 25 <212> DNA <213> Artificial Sequence <220> <223> Linker primer for lower strand sequence <400> 8 gcggtgaccc gggagatctg aattc 25 <210> 9 <211> 5131 <212> DNA <213> TP73 gene sequence of Homo sapiens <400> 9 ggattcagcc agttgacaga actaagggag atgggaaaag cgaaaatgcc aacaaacggc 60 ccgcatgttc cccagcatcc tcggctcctg cctcactagc tgcggagcct ctcccgctcg 120 gtccacgctg ccgggcggcc acgaccgtga cccttcccct cgggccgccc agatccatgc 180 ctcgtcccac gggacaccag ttccctggcg tgtgcagacc ccccggcgcc taccatgctg 240 tacgtcggtg accccgcacg gcacctcgcc acggcccagt tcaatctgct gagcagcacc 300 atggaccaga tgagcagccg cgcggcctcg gccagcccct acaccccaga gcacgccgcc 360 agcgtgccca cccactcgcc ctacgcacaa cccagctcca ccttcgacac catgtcgccg 420 gcgcctgtca tcccctccaa caccgactac cccggacccc accactttga ggtcactttc 480 cagcagtcca gcacggccaa gtcagccacc tggacgtact ccccgctctt gaagaaactc 540 tactgccaga tcgccaagac atgccccatc cagatcaagg tgtccacccc gccaccccca 600 ggcaccgcca tccgggccat gcctgtttac aagaaagcgg agcacgtgac cgacgtcgtg 660 aaacgctgcc ccaaccacga gctcgggagg gacttcaacg aaggacagtc tgctccagcc 720 agccacctca tccgcgtgga aggcaataat ctctcgcagt atgtggatga ccctgtcacc 780 ggcaggcaga gcgtcgtggt gccctatgag ccaccacagg tggggacgga attcaccacc 840 atcctgtaca acttcatgtg taacagcagc tgtgtagggg gcatgaaccg gcggcccatc 900 ctcatcatca tcaccctgga gatgcgggat gggcaggtgc tgggccgccg gtcctttgag 960 ggccgcatct gcgcctgtcc tggccgcgac cgaaaagctg atgaggacca ctaccgggag 1020 cagcaggccc tgaacgagag ctccgccaag aacggggccg ccagcaagcg tgccttcaag 1080 cagagccccc ctgccgtccc cgcccttggt gccggtgtga agaagcggcg gcatggagac 1140 gaggacacgt actaccttca ggtgcgaggc cgggagaact ttgagatcct gatgaagctg 1200 aaagagagcc tggagctgat ggagttggtg ccgcagccac tggtggactc ctatcggcag 1260 cagcagcagc tcctacagag gccgagtcac ctacagcccc cgtcctacgg gccggtcctc 1320 tcgcccatga acaaggtgca cgggggcatg aacaagctgc cctccgtcaa ccagctggtg 1380 ggccagcctc ccccgcacag ttcggcagct acacccaacc tggggcccgt gggccccggg 1440 atgctcaaca accatggcca cgcagtgcca gccaacggcg agatgagcag cagccacagc 1500 gcccagtcca tggtctcggg gtcccactgc actccgccac ccccctacca cgccgacccc 1560 agcctcgtca gttttttaac aggattgggg tgtccaaact gcatcgagta tttcacctcc 1620 caagggttac agagcattta ccacctgcag aacctgacca ttgaggacct gggggccctg 1680 aagatccccg agcagtaccg catgaccatc tggcggggcc tgcaggacct gaagcagggc 1740 cacgactaca gcaccgcgca gcagctgctc cgctctagca acgcggccac catctccatc 1800 ggcggctcag gggaactgca gcgccagcgg gtcatggagg ccgtgcactt ccgcgtgcgc 1860 cacaccatca ccatccccaa ccgcggcggc ccaggcggcg gccctgacga gtgggcggac 1920 ttcggcttcg acctgcccga ctgcaaggcc cgcaagcagc ccatcaagga ggagttcacg 1980 gaggccgaga tccactgagg gcctcgcctg gctgcagcct gcgccaccgc ccagagaccc 2040 aagctgcctc ccctctcctt cctgtgtgtc caaaactgcc tcaggaggca ggaccttcgg 2100 gctgtgcccg gggaaaggca aggtccggcc catccccagg cacctcacag gccccaggaa 2160 aggcccagcc accgaagccg cctgtggaca gcctgagtca cctgcagaac cttctggagc 2220 tgccctagtg ctgggcttgt ggggcggggg ctggcccact ctcagccctg ccactgcccc 2280 ggcgtgctcc atggcaggcg tgggtgggga ccgcagcgtc ggctccgact tccaggcttc 2340 atcctagaga ctgtcatctc ccaaccaggc gaggtccttc caaaggaaag gatcctcttt 2400 gctgatggac tgccaaaaag tattttgcga catcttttgg ttctggatag tagtgagcag 2460 ccaagtgact gtgtctgaaa caccagtgta ttttcaggga atgtccctaa ctgcgtcttg 2520 cccgcgccgg gggctgggga ctctctctgc tggacttggg actggcctct gcccccagca 2580 cgctgtattc tgcaggaccg cctccttcct gcccctaaca acaaccacag tgttgctgaa 2640 attggagaaa actggggagg gcgcaacccc ccccaggcgc ggggaagcat gtggtaccgc 2700 ctcagccagt gcccctcagc ctggccacag tcgcctctcc tcggggaccc ctcagcagaa 2760 agggacagcc tgtccttaga ggactggaaa ttgtcaatat ttgataaaat gatacccttt 2820 tctacatggt gggtcagctt tttttttttt ttttttaact ttctttctca gcattctctt 2880 tggagttcaa cctagcgccc atgagccagg ctgaggaagc tgagtgagaa gccaggtggg 2940 cgggacttgt tcccaggaag gccgggtggg gaggaagcct agagggaacc ccaggaaggg 3000 caaatccagg caaatctgca ggaatgctct gccatgggag cagctcctcc cttgccacgg 3060 ccaccttctc tagcactgca aggtccacag ggcattgctt tcctttctag gcggtggcag 3120 tcagggaaca gactgaggta ggtgtagggg ggtctaggcc ttcgtggagc accccaggga 3180 gttagtaggc cccggggaga cagagtctgc acaggccctt tctggggcca cctccatcca 3240 cgaggagcag cctgagcctt ggtggccgaa ccttgaccgt cccggagcac agcttcaggg 3300 cagggaaccg gagcccctgg ggggcctcac gggtgtgacg aggcccttca ttgcaggcag 3360 gtgggccaat gggagccctc acccacgcaa gccgagacac cacccagagt gcaggctgcc 3420 tggccccttc tggcacggcc agctccacac cccctgccta gggtatgtgt ggtcctaagg 3480 gctaggagct tcccctacta acatctccca gaaaaagcag ttaagcccct cagggcacag 3540 caaggttaga cacagccccc atccccagat caggactcca tcttgctaag tggcatcacc 3600 gtcaccagcc tccccttatt taaaagcagc gactggtgtt gccgcaggta cctggtctac 3660 gaagacgcag gcatccctct cccaccgtcc acctccccgg gggccgctga cagcacagtc 3720 gcctgggtgc acgcttgtgg gggcagcagg aacggggctg tcggctctca ggggatctgg 3780 ctgcagccag ggcgagggcc tggcccttcc ttccagctcc ttccggctcc ttccagctga 3840 agggcaggaa gctctggccg cttagcttct agggttccat ctccctagaa aggtgcccac 3900 gcccagggca tcagtcagta gcggcagcag cagcagactc ggggctttcc cagggtggcg 3960 cagccacccc agctgcatgt cacctcagct ctccatctta ttgccatttt gtagatgagg 4020 aagctgagac cagaaaggct aagacccatg ccccaggcac cacacccatc tcttgggggc 4080 tgggcacctg ctacccgagg ccacctcctg aagcccccac tcttccccca tgttccactt 4140 caggagccgc gggggcccat cctgacaccc ggggttcctc agcccagcgc agatgtgctt 4200 cagttccaga gggcttgttg atttgtttct taggtacgtt acctgtccac cctgagtcca 4260 gtgaggctgt cccaagagcc cctgtagtgt gctcctggga agggctgggg gggctggggg 4320 ggctgggaga ggcccagggg cagctgtcac tggaacccca gccagatgtc caaggaagcc 4380 ggccagaaca cggagcagcc agatggcccc agctgcacct gtctagggag cccatgcagc 4440 ctccttgcac tggagaagca gctgtgaaag tagacagagt tgagacttcg ccgtggtcag 4500 gagaaaatgc aaattcccag gaacaagaat cctttaagtg atatgttttt ataaaactaa 4560 acaaatcaac aaataaatct tgaaggcgga tggttttccc agcagtgcag gggttggagg 4620 gaggctgctg gcactcctgg ggccaagggg gacaggcagt ggtcctgagt ctgctcagag 4680 aggcaaggca gaaggagctc gccaggcagg tcagctcaca tctgtccaag tcgctctggt 4740 cagaaacagc gactctcccc cattccccca gcgttcccac caggcctggg ctgctgggaa 4800 gcccttgctg tacccaggag cccgacccgc agtatcctgg cacagagcca cttgtcactc 4860 agaacagtca gtgtctccaa cgcacaaaca tccactcctc tgttaccagt taaagcactt 4920 taatgcttta aggtgaaaac gaaatcccat ccgtgttttt cgtgtaagat cgtgcttctc 4980 cgagcagtat taatggacgc cctccaatga cataacaact gtttttggta atgtaatctt 5040 gggaaaatgt gttatttttt tagctgtgtt tcagtgggga tttttgtttt tgtaacataa 5100 taaagtgtat gttccaatga aaaaaaaaaa a 5131 <210> 10 <211> 1395 <212> DNA <213> FANK 1 gene sequence of Homo sapiens <400> 10 cacttcgcct ccgggttgtc agggcaaccg tagcgacgcc ggccctggct gagaggcgtt 60 aggagtccgg gggttcgccc gcggaggccg gggagcagcc gaccatggag ccccagaaaa 120 tcatgccacc ctcaaagcct catccacctg tcgtgggcaa agtgactcat cacagcattg 180 aattatactg ggatctggaa aagaaagcca aacgccaagg acctcaagag cagtggttca 240 ggttctcgat tgaagaagaa gaccccaaaa tgcacactta tggtatcatt tatacgggat 300 atgcaacgaa gcatgttgtt gaaggtctgg aaccaaggac gctgtacaga tttcgcctga 360 aggtcaccag cccctctggg gagtgtgagt acagcccact cgtctcagtg tctacaacca 420 gagagcccat aagtagtgag cacttgcacc gggctgtcag tgtgaatgat gaagatttgc 480 tggtccgaat acttcaagga ggccgtgtta aggttgatgt tcccaataag tttggcttta 540 ccgctctgat ggttgctgcc cagaaaggat acaccaggct tgtgaaaatc ctagtttcta 600 atggcacaga cgtgaatctg aagaatggaa gtggcaagga cagtctaatg ctggcgtgct 660 atgcgggaca cctagatgtt gtgaaatatc tccgaagaca tggcgcttct tggcaggcta 720 gagacctggg aggctgtaca gctctgcact gggctgcaga tggaggccac tgcagtgtga 780 ttgagtggat gataaaggat ggctgtgagg tagacgtcgt ggacactggt tcaggatgga 840 ccccactcat gagagtctct gcggtgtcgg gaaatcagag ggtggcctct cttctaattg 900 atgctggggc caatgtgaat gtgaaggaca gaaatggaaa gacgcccctt atggtggctg 960 tgttaaataa tcatgaagag ttagttcagt tacttcttga caaaggggca gatgcaagtg 1020 taaaaaatga gttcggcaaa ggtgtcctag aaatggccag agtttttgac agacagagtg 1080 tagtctcctt attagaagaa aggaaaaaaa agcagaggcc aaagaagtct tgtgtctgct 1140 gatgagagca ccactcatct gcgaaacgca cgtaaaacaa agtgaaccgt gactgttaaa 1200 ctagggatgg gaaattctgc atcttggggg gctgtacatt tatttattta gttgaagatt 1260 cactgatccc actttgaaat acatcttttt acctaaaaaa aaaaaaaaaa aaaaaaaaaa 1320 aaaaaaaaaa aaaaaaaaaa aaaaaaaaaa aaaaaaaaaa aaaaaaaaaa aaaaaaaaaa 1380 aaaaaaaaaa aaaaa 1395 <210> 11 <211> 2095 <212> DNA <213> PPAPDC3 gene sequence of Homo sapiens <400> 11 aaatagccca ggcccgaggc agccaggccg cagctgtgga ctcctcacct cccggaggct 60 ctgctggtgc aggccccgca ttggagggct cgattggctg cccggctggc actgacgtcc 120 ccttggagct gggtggcaga ggagataaac agccatgtgc aactctccac actatattta 180 acagctgcgg cggagaaggc agggaggcag ccacggtggc ggctctgggg gcagctcttg 240 tcttcgggga gaaggccctt ggagccgggc tggcatcggc cttctcgggg tgagcgaggt 300 cccatgcca gcttcccaga gccgggcccg tgcccgggac cgcaacaacg tcctcaaccg 360 ggctgagttc ctgtccctga accagccccc caaggggggc ccggagcccc gcagctcggg 420 cagaaaggcc tcgggcccat cagcacagcc cccacctgct ggtgacgggg ccagagagcg 480 acgccagtca cagcagctgc cagaggagga ctgcatgcag ctgaacccct ccttcaaggg 540 catcgccttc aactccctgc tggccatcga tatctgtatg tccaagcggc tgggggtgtg 600 cgctggccgg gcggcgtcct gggccagtgc ccgctccatg gtcaagctca tcggcatcac 660 gggccacggc atcccctgga tcggaggcac catcctctgc ctggtgaaga gcagcacact 720 ggccggccag gaggtgctca tgaatctgct cctggccctg ctcctggaca tcatgacggt 780 ggccggcgtg cagaagctca tcaagcggcg cggcccgtac gagacgagcc ccagcctcct 840 ggactacctc accatggaca tctacgcctt cccggccggg cacgccagcc gcgccgccat 900 ggtgtccaag ttcttcctca gccacctggt gctggcggtg cccctgcgtg tgctgctggt 960 gctctgggcc ctctgcgtgg gcctgtcccg cgtgatgatc ggccgccacc acgtcacgga 1020 cgtcctctcc ggctttgtca tcggctacct ccagttccgt ctggtggagc tggtctggat 1080 gccctccagc acctgccaga tgctcatctc tgcctggtga agcgcccgcc ggcccacaca 1140 agcctctggg ggcagggctg gccctagaga aggggcaggg ggtggcgagg tggcgggcgt 1200 gggtggaaca gagcggccag gagtcagagc ggccaccccc acctcatctt cccctcctgg 1260 ctggaggctg gcgaacccag gccacccctc ccggagacaa gcgtgtttgg cagtgccagg 1320 cctcttgccc ctttgcttgg actccaagtc tcctctctag gcagccagga cccacccatg 1380 gggacagccc tatttagctt ctgctctggg aacagcaaaa atcaggatgg tgggaggggc 1440 cgagtcttgt cttgtccttt catcatcatg actgttgagt tcttggctgt gcccatcacg 1500 ccacagcacg acgcctgcca aaatgccccc aacctactgc ctgatgcagg tgccattgcc 1560 attagcggtc atcgacagct tagggcagca ctttccaacg ggtgcccatg ggacaccagc 1620 ctgcgagatg cttttggggg aaaggggttt tgtggttcaa taactttcgg aagtgctgca 1680 cactctgtcc ccaagttgga cattcacaaa ggccgttatt gccgtaaagg ctctgacaag 1740 ccctatagaa aagcttcttg ctaaaccttc tttaacccat gttttctaaa cttatttgac 1800 cacagaaccc ttttcttggg gaacagctat taacccccaa ggaattattg gttcctcaag 1860 tgcgttttgg gagctgctgc cagagagcta aagggcctgg ggtgtgagct gactctcctc 1920 tggggaggcc gggtgcacac gccacagccc gaggaaagtg ctggccaccg cccgtgggca 1980 tcgatgaggc tttggccccc aggggccgga ctccgtgtga cctaataggt cgtttccaag 2040 tcacccgttt tggatgtgca tttcatgtga caatacagat gacatgcaaa tggcc 2095

Claims (11)

(a) 피험자의 생물학적 샘플로부터 서열번호 9의 염기서열로 표시되는 TP73 유전자, 서열번호 10의 염기서열로 표시되는 FANK1 유전자 및 서열번호 11의 염기서열로 표시되는 PPAPDC3 유전자로 이루어진 군에서 선택되는 어느 하나의 유전자의 발현 수준 또는 메틸화 수준을 측정하는 단계; 및
(b) 상기 (a) 단계에서 측정한 유전자의 발현 수준 또는 메틸화 수준을 정상 대조군 샘플의 동일 유전자의 발현 수준 또는 메틸화 수준과 비교하는 단계를 포함하는, 건선 진단에 필요한 정보를 제공하는 방법.
(a) a gene selected from the group consisting of the TP73 gene represented by the nucleotide sequence of SEQ ID NO: 9, the FANK1 gene represented by the nucleotide sequence of SEQ ID NO: 10, and the PPAPDC3 gene represented by the nucleotide sequence of SEQ ID NO: 11 from the biological sample of the subject Measuring the expression level or methylation level of one gene; And
(b) comparing the expression level or methylation level of the gene measured in step (a) with an expression level or methylation level of the same gene in a normal control sample.
제1항에 있어서, 상기 발현 수준을 측정하는 방법은 RT-PCR, 경쟁적 RT-PCR(competitive RT-PCR), 실시간 RT-PCR(Real-time RT-PCR), RNase 보호 분석법(RPA:RNase protection assay), 노던 블랏팅(northern blotting), DNA 마이크로어레이 칩, 웨스턴 블럿팅(Western Blotting), 효소면역분석법(enzyme-linked immunosorbent assay), 방사능면역분석법(RIA), 방사면역확산법, 오우크테로니 면역 확산법, 로케트 면역 전기영동, 면역조직화학, 면역침전법(immunoprecipitation), 보체 고정 분석법, 유세포 분석법(FACS) 및 단백질 칩 방법으로 이루어진 군에서 선택된 방법인 것을 특징으로 하는 방법.
The method according to claim 1, wherein the expression level is measured by RT-PCR, competitive RT-PCR, real-time RT-PCR, RNase protection assay, Northern blotting, DNA microarray chip, Western blotting, enzyme-linked immunosorbent assay, radioimmunoassay (RIA), radial immunodiffusion, Ouchteroni Wherein the method is selected from the group consisting of immunodiffusion, rocket immunoelectrophoresis, immunohistochemistry, immunoprecipitation, complement fixation, flow cytometry (FACS) and protein chip methods.
제1항에 있어서, 상기 메틸화 수준을 측정하는 방법은 MIRA(methylated-CpG island recovery assay), PCR, 메틸화 특이 PCR(methylation specific PCR), 실시간 메틸화 특이 PCR(real time methylation specific PCR), 메틸화 DNA 특이적 결합 단백질을 이용한 PCR, 정량 PCR, 파이로시퀀싱 및 바이설파이트 시퀀싱으로 이루어진 군에서 선택된 하나 이상의 방법에 의해 측정되는 것을 특징으로 하는 방법.
The method according to claim 1, wherein the methylation level is measured by MIRA (methylated-CpG island recovery assay), PCR, methylation specific PCR, real time methylation specific PCR, Characterized in that it is measured by at least one method selected from the group consisting of PCR using an antigen binding protein, quantitative PCR, pyrosequencing and bisulfite sequencing.
제1항에 있어서, 상기 생물학적 샘플은 혈액, 소변, 세포 및 조직으로 이루어진 군에서 선택되는 하나 이상인 것을 특징으로 하는 방법.
2. The method of claim 1, wherein the biological sample is at least one selected from the group consisting of blood, urine, cells and tissues.
제4항에 있어서, 상기 세포는 CD4+ T 세포인 것을 특징으로 하는 방법.
5. The method of claim 4, wherein the cell is a CD4 + T cell.
제1항에 있어서, 상기 방법은 하기 유전자들로 구성된 군으로부터 선택되는 최소 한 개 이상의 유전자의 발현 수준 또는 메틸화 수준을 측정하는 단계를 추가적으로 포함하는 것을 특징으로 하는 방법:
HOXA5(GenBank Accession No. NM_019102), TPTE (GenBank Accession No. NM_199260), SPESP1(GenBank Accession No. NM_145658), MIR200A(GenBank Accession No. NR_029834), NADK(GenBank Accession No. NM_001198995), LOC100130417(GenBank Accession No. NR_026874), MIR663B(GenBank Accession No. NR_031608), ANKRD30BL(GenBank Accession No. NR_027020), UCN(GenBank Accession No. NM_003353), LOC100130872(GenBank Accession No. NR_024569), SPON2(GenBank Accession No. NM_001199021), MIR1229(GenBank Accession No. NR_031598), C6orf201(GenBank Accession No. NM_001085401), MEST(GenBank Accession No. NM_002402), SOHLH1(GenBank Accession No. NM_001101677), SYCE1(GenBank Accession No. NM_001143763), ANKRD30A(GenBank Accession No. NM_052997), KCNQ1DN(GenBank Accession No. NR_024627), AGAP2(GenBank Accession No. NM_001122772), TDRD9(GenBank Accession No. NM_153046), FAM181A(GenBank Accession No. NM_001207074), KLHL33(GenBank Accession No. NM_001109997), REREP3(GenBank Accession No. NR_033735), NOX5(GenBank Accession No. NR_033671), NCRNA00273(GenBank Accession No. NR_038368), ALOX12(GenBank Accession No. NM_000697), MIR3187(GenBank Accession No. NR_036154), LOC100288123(GenBank Accession No. NR_034114), EXOC3L2(GenBank Accession No. NM_138568), MIR4745(GenBank Accession No. NR_039900), C19orf77(GenBank Accession No. NM_001136503), C19orf34(GenBank Accession No. NR_033400), MIR663(GenBank Accession No. NR_030386), C20orf177(GenBank Accession No. NM_001190826), GNAS(GenBank Accession No. NR_003259), TP73(GenBank Accession No. NM_001126240), TTLL10(GenBank Accession No. NM_153254), FAM132A(GenBank Accession No. NM_001014980), C1orf146(GenBank Accession No. NM_001012425), EIF2B3(GenBank Accession No. NM_020365), CCDC27(GenBank Accession No. NM_152492), CROCCL1(GenBank Accession No. NR_026752), FAM58B(GenBank Accession No. NM_001105517), TMEM61(GenBank Accession No. NM_182532), OBSCN(GenBank Accession No. NM_052843), OBSCN(GenBank Accession No. NM_001098623), GPR25(GenBank Accession No. NM_005298), C1orf170(GenBank Accession No. NR_027693), FGR(GenBank Accession No. NM_005248), HSPA7(GenBank Accession No. NR_024151), PER3(GenBank Accession No. NM_016831), CLDN19(GenBank Accession No. NM_001123395), MMEL1(GenBank Accession No. NM_033467), PLEKHN1(GenBank Accession No. NM_032129), GPR37L1(GenBank Accession No. NM_004767), SLC25A44(GenBank Accession No. NM_014655), ICMT(GenBank Accession No. NM_012405), KLF17(GenBank Accession No. NM_173484), AFARP1(GenBank Accession No. NR_002796), HIST3H3(GenBank Accession No. NM_003493), OR2L13(GenBank Accession No. NM_175911), PVRL4(GenBank Accession No. NM_030916), EPS8L3(GenBank Accession No. NM_139053), CLCNKA(GenBank Accession No. NM_004070), NCRNA00164(GenBank Accession No. NR_027020), UCN(GenBank Accession No. NM_003353), KRTCAP3(GenBank Accession No. NM_173853), NCRNA00164(GenBank Accession No. NR_027019), ANKMY1(GenBank Accession No. NM_016552), TEKT4(GenBank Accession No. NM_144705), LOC654433(GenBank Accession No. NR_015377), DNAJC5G(GenBank Accession No. NM_173650), C2orf54(GenBank Accession No. NM_001085437), ALPPL2(GenBank Accession No. NM_031313), KLHL30(GenBank Accession No. NM_198582), POTEF(GenBank Accession No. NM_001099771), BOLL(GenBank Accession No. NM_033030), RGPD4(GenBank Accession No. NM_182588), TUBA3D(GenBank Accession No. NM_080386), ARHGEF4(GenBank Accession No. NM_032995), RGPD3(GenBank Accession No. NM_001144013), CRYGA(GenBank Accession No. NM_014617), PRLH(GenBank Accession No. NM_015893), LOC401010(GenBank Accession No. NR_002826), MFSD2B(GenBank Accession No. NM_001080473), EMILIN1(GenBank Accession No. NM_007046), SCTR(GenBank Accession No. NM_002980), C2orf39(GenBank Accession No. NM_145038), NT5DC2(GenBank Accession No. NM_022908), PRR23C(GenBank Accession No. NM_001134657), ITIH4(GenBank Accession No. NM_002218), DPPA2(GenBank Accession No. NM_138815), RARRES1(GenBank Accession No. NM_206963), GRK7(GenBank Accession No. NM_139209), TM4SF19(GenBank Accession No. NM_138461), OSTalpha(GenBank Accession No. NM_152672), AMT(GenBank Accession No. NM_000481), PRSS50(GenBank Accession No. NM_013270), HTR3E(GenBank Accession No. NM_182589), EIF4E3(GenBank Accession No. NM_173359), PLXNA1(GenBank Accession No. NM_032242), DAZL(GenBank Accession No. NM_001351), PRR23A(GenBank Accession No. NM_001134659), SLC6A11(GenBank Accession No. NM_014229), PRSS42(GenBank Accession No. NM_182702), LOC100130872(GenBank Accession No. NR_024569), DCAF4L1(GenBank Accession No. NM_001029955), C4orf44(GenBank Accession No. NM_001042690), TRIM60(GenBank Accession No. NM_152620), FAM92A3(GenBank Accession No. NR_003612), ADAD1(GenBank Accession No. NM_139243), RBM46(GenBank Accession No. NM_144979), OTOP1(GenBank Accession No. NM_177998), SLC26A1(GenBank Accession No. NM_213613), RNF212(GenBank Accession No. NM_001131034), LOC650293(GenBank Accession No. NM_001040071), ZNF595(GenBank Accession No. NM_182524), FRG1(GenBank Accession No. NM_004477), YTHDC1(GenBank Accession No. NM_001031732), NAP1L5(GenBank Accession No. NM_153757), COX7B2(GenBank Accession No. NM_130902), FTMT(GenBank Accession No. NM_177478), LRRC14B(GenBank Accession No. NM_001080478), SLC25A2(GenBank Accession No. NM_031947), CMYA5(GenBank Accession No. NM_153610), SLC6A19(GenBank Accession No. NM_001003841), IL3(GenBank Accession No. NM_000588), C5orf47(GenBank Accession No. NM_001144954), DND1(GenBank Accession No. NM_194249), CDX1(GenBank Accession No. NM_001804), SLC45A2(GenBank Accession No. NM_016180), CDH9(GenBank Accession No. NM_016279), FAM170A(GenBank Accession No. NM_182761), PDLIM4(GenBank Accession No. NM_003687), PFN3(GenBank Accession No. NM_001029886), ZDHHC11(GenBank Accession No. NM_024786), LOC134466(GenBank Accession No. NR_026867), PPP1R2P3(GenBank Accession No. NR_002168), GMCL1L(GenBank Accession No. NR_003281), PLEKHG4B(GenBank Accession No. NM_052909), IRX2(GenBank Accession No. NM_033267), C6orf201(GenBank Accession No. NM_001085401), HIST1H1A(GenBank Accession No. NM_005325), DUSP22(GenBank Accession No. NM_020185), HDGFL1(GenBank Accession No. NM_138574), DDX43(GenBank Accession No. NM_018665), PLAGL1(GenBank Accession No. NM_006718), HIST1H4G(GenBank Accession No. NM_003547), DPPA5(GenBank Accession No. NM_001025290), FAM50B(GenBank Accession No. NM_012135), FRMD1(GenBank Accession No. NM_024919), PNLDC1(GenBank Accession No. NM_173516), TDRD6(GenBank Accession No. NM_001010870), HUS1B(GenBank Accession No. NM_148959), ID4(GenBank Accession No. NM_001546), MCART3P(GenBank Accession No. NR_026540), C6orf221(GenBank Accession No. NM_001017361), MEST(GenBank Accession No. NM_002402), BHLHA15(GenBank Accession No. NM_177455), NOBOX(GenBank Accession No. NM_001080413), HOXA4(GenBank Accession No. NM_002141), GPR146(GenBank Accession No. NM_138445), ZNF716(GenBank Accession No. NM_001159279), RAMP3(GenBank Accession No. NM_005856), AMZ1(GenBank Accession No. NM_133463), SGCE(GenBank Accession No. NM_001099401), ELFN1(GenBank Accession No. NM_001128636), CPA1(GenBank Accession No. NM_001868), AMAC1L2(GenBank Accession No. NM_054028), TSPYL5(GenBank Accession No. NM_033512), KIAA1875(GenBank Accession No. NR_024207), DCAF4L2(GenBank Accession No. NM_152418), SLC39A4(GenBank Accession No. NM_017767), HTRA4(GenBank Accession No. NM_153692), POTEA(GenBank Accession No. NM_001005365), PTP4A3(GenBank Accession No. NM_032611), CSMD3(GenBank Accession No. NM_198124), NRBP2(GenBank Accession No. NM_178564), LOC100130274(GenBank Accession No. NM_001162914), C8orf73(GenBank Accession No. NM_001100878), GPIHBP1(GenBank Accession No. NM_178172), LY6D(GenBank Accession No. NM_003695), GPT(GenBank Accession No. NM_005309), MAPK15(GenBank Accession No. NM_139021), LRRC24(GenBank Accession No. NM_001024678), RP1L1(GenBank Accession No. NM_178857), SLC45A4(GenBank Accession No. NM_001080431), SNX16(GenBank Accession No. NM_022133), SOHLH1(GenBank Accession No. NM_001012415), EGFL7(GenBank Accession No. NM_016215), PTGDS(GenBank Accession No. NM_000954), NPR2(GenBank Accession No. NM_003995), DBH(GenBank Accession No. NM_000787), NR5A1(GenBank Accession No. NM_004959), FAM166A(GenBank Accession No. NM_001001710), C9orf135(GenBank Accession No. NM_001010940), MAMDC4(GenBank Accession No. NM_206920), CARD9(GenBank Accession No. NM_052813), OR13J1(GenBank Accession No. NM_001004487), C9orf152(GenBank Accession No. NM_001012993), POMT1(GenBank Accession No. NM_001136113), TMC1(GenBank Accession No. NM_138691), CACNA1B(GenBank Accession No. NM_000718), PRKACG(GenBank Accession No. NM_002732), PAEP(GenBank Accession No. NM_001018049), S1PR3(GenBank Accession No. NM_005226), SNORD62A(GenBank Accession No. NR_002914), ANKRD30A(GenBank Accession No. NM_052997), C10orf116(GenBank Accession No. NM_006829), GPR26(GenBank Accession No. NM_153442), CTBP2(GenBank Accession No. NM_022802), CCNY(GenBank Accession No. NM_181698), PNLIPRP2(GenBank Accession No. NM_005396), PYROXD2(GenBank Accession No. NM_032709), GDF2(GenBank Accession No. NM_016204), MMP21(GenBank Accession No. NM_147191), CALML3(GenBank Accession No. NM_005185), JAKMIP3(GenBank Accession No. NM_001105521), ANKRD2(GenBank Accession No. NM_020349), C10orf108(GenBank Accession No. NR_027152), IDI2(GenBank Accession No. NM_033261), RBP3(GenBank Accession No. NM_002900), TUBB8(GenBank Accession No. NM_177987), TUBGCP2(GenBank Accession No. NM_006659), KCNQ1DN(GenBank Accession No. NR_024627), LOC441601(GenBank Accession No. NR_003034), SPDYC(GenBank Accession No. NM_001008778), CD248(GenBank Accession No. NM_020404), TSSC4(GenBank Accession No. NM_005706), H19(GenBank Accession No. NR_002196), LDHAL6A(GenBank Accession No. NM_144972), FOXR1(GenBank Accession No. NM_181721), PKP3(GenBank Accession No. NM_007183), MS4A15(GenBank Accession No. NM_001098835), MRGPRE(GenBank Accession No. NM_001039165), MUC6(GenBank Accession No. NM_005961), LSP1(GenBank Accession No. NM_002339), TNNT3(GenBank Accession No. NM_006757), TP53AIP1(GenBank Accession No. NM_022112), CATSPER1(GenBank Accession No. NM_053054), TAGLN(GenBank Accession No. NM_001001522), CABP2(GenBank Accession No. NM_016366), GNG3(GenBank Accession No. NM_012202), CEND1(GenBank Accession No. NM_016564), FOLR3(GenBank Accession No. NM_000804), TMEM218(GenBank Accession No. NM_001080546), TBX10(GenBank Accession No. NM_005995), SCGB2A1(GenBank Accession No. NM_002407), C11orf36(GenBank Accession No. NR_027138), DRD4(GenBank Accession No. NM_000797), MUC2(GenBank Accession No. NM_002457), AGAP2(GenBank Accession No. NM_001122772), RPL13AP20(GenBank Accession No. NR_003932), FIGNL2(GenBank Accession No. NM_001013690), ACRBP(GenBank Accession No. NM_032489), SLC6A12(GenBank Accession No. NM_003044), KRT3(GenBank Accession No. NM_057088), TUBGCP3(GenBank Accession No. NM_006322), SOHLH2(GenBank Accession No. NM_017826), ATP4B(GenBank Accession No. NM_000705), RNF17(GenBank Accession No. NM_031277), TUBA3C(GenBank Accession No. NM_006001), CSNK1A1L(GenBank Accession No. NM_145203), DLEU7(GenBank Accession No. NM_198989), TDRD9(GenBank Accession No. NM_153046), DIO3(GenBank Accession No. NM_001362), COX8C(GenBank Accession No. NM_182971), ASPG(GenBank Accession No. NM_001080464), MGC23270(GenBank Accession No. NR_024396), RPL13AP3(GenBank Accession No. NR_004844), RPS6KL1(GenBank Accession No. NM_031464), ACOT4(GenBank Accession No. NM_152331), CMTM5(GenBank Accession No. NM_138460), INF2(GenBank Accession No. NM_022489), AMN(GenBank Accession No. NM_030943), ABHD12B(GenBank Accession No. NM_181533), TBPL2(GenBank Accession No. NM_199047), PSMB11(GenBank Accession No. NM_001099780), CATSPER2(GenBank Accession No. NM_054020), LOC390594(GenBank Accession No. NM_001101362), C15orf2(GenBank Accession No. NM_018958), PCSK6(GenBank Accession No. NM_002570), C15orf60(GenBank Accession No. NM_001042367), SNORD115-6(GenBank Accession No. NR_003298), SNORD115-17(GenBank Accession No. NR_003309), RASL12(GenBank Accession No. NM_016563), SNORD115-32(GenBank Accession No. NR_003347), SNORD115-31(GenBank Accession No. NR_003346), LASS3(GenBank Accession No. NM_178842), SNORD115-37(GenBank Accession No. NR_003352), LDHAL6B(GenBank Accession No. NM_033195), GABRB3(GenBank Accession No. NM_000814), SNORD115-25(GenBank Accession No. NR_003342), SLC28A2(GenBank Accession No. NM_004212), ZNF469(GenBank Accession No. NM_001127464), CCDC154(GenBank Accession No. NM_001143980), TESSP1(GenBank Accession No. NM_001135086), ELMO3(GenBank Accession No. NM_024712), ZSCAN10(GenBank Accession No. NM_032805), PDIA2(GenBank Accession No. NM_006849), LOC146336(GenBank Accession No. NR_027242), CLDN9(GenBank Accession No. NM_020982), CLDN6(GenBank Accession No. NM_021195), IGFALS(GenBank Accession No. NM_001146006), IL34(GenBank Accession No. NM_152456), NAT15(GenBank Accession No. NM_001083601), SSTR5(GenBank Accession No. NM_001053), DNASE1L2(GenBank Accession No. NM_001374), MSLN(GenBank Accession No. NM_005823), CMTM1(GenBank Accession No. NM_052999), FBRS(GenBank Accession No. NM_001105079), ZNF597(GenBank Accession No. NM_152457), SLC5A11(GenBank Accession No. NM_052944), IL17C(GenBank Accession No. NM_013278), FAM18A(GenBank Accession No. NM_001079512), TPSG1(GenBank Accession No. NM_012467), GPR97(GenBank Accession No. NM_170776), PRM2(GenBank Accession No. NM_002762), JMJD8(GenBank Accession No. NM_001005920), ADAD2(GenBank Accession No. NM_139174), C16orf81(GenBank Accession No. NR_024347), TPSD1(GenBank Accession No. NM_012217), ADCY7(GenBank Accession No. NM_001114), ZG16B(GenBank Accession No. NM_145252), CHST5(GenBank Accession No. NM_024533), PRR25(GenBank Accession No. NM_001013638), ABCA3(GenBank Accession No. NM_001089), CCDC79(GenBank Accession No. NM_001136505), WDR59(GenBank Accession No. NM_030581), GLIS2(GenBank Accession No. NM_032575), MT1L(GenBank Accession No. NR_001447), TMPRSS8(GenBank Accession No. NR_026864), TMC7(GenBank Accession No. NM_024847), DNASE1(GenBank Accession No. NM_005223), ALOX12(GenBank Accession No. NM_000697), KCNAB3(GenBank Accession No. NM_004732), DYSFIP1(GenBank Accession No. NM_001007533), QRICH2(GenBank Accession No. NM_032134), FSCN2(GenBank Accession No. NM_012418), CACNG1(GenBank Accession No. NM_000727), TMEM88(GenBank Accession No. NM_203411), UTS2R(GenBank Accession No. NM_018949), HSPB9(GenBank Accession No. NM_033194), NLGN2(GenBank Accession No. NM_020795), FOXO3B(GenBank Accession No. NR_026718), FLJ36000(GenBank Accession No. NR_027084), RPH3AL(GenBank Accession No. NM_006987), GGT6(GenBank Accession No. NM_001122890), RAB34(GenBank Accession No. NM_031934), SHISA6(GenBank Accession No. NM_207386), GPR172B(GenBank Accession No. NM_001104577), SLFN13(GenBank Accession No. NM_144682), HSF5(GenBank Accession No. NM_001080439), ENPP7(GenBank Accession No. NM_178543), AIPL1(GenBank Accession No. NM_014336), AMAC1(GenBank Accession No. NM_152462), KCTD11(GenBank Accession No. NM_001002914), WSB1(GenBank Accession No. NM_015626), SERPINF1(GenBank Accession No. NM_002615), ULK2(GenBank Accession No. NM_014683), TBX4(GenBank Accession No. NM_018488), CCDC144NL(GenBank Accession No. NM_001004306), KCNG2(GenBank Accession No. NM_012283), RNF138(GenBank Accession No. NM_016271), ANKRD30B(GenBank Accession No. NM_001145029), PSMA8(GenBank Accession No. NM_144662), CNDP1(GenBank Accession No. NM_032649), EXOC3L2(GenBank Accession No. NM_138568), C19orf77(GenBank Accession No. NM_001136503), C19orf34(GenBank Accession No. NM_152771), FZR1(GenBank Accession No. NM_001136198), TMPRSS9(GenBank Accession No. NM_182973), ZNF558(GenBank Accession No. NM_144693), PLVAP(GenBank Accession No. NM_031310), YJEFN3(GenBank Accession No. NM_198537), CCDC155(GenBank Accession No. NM_144688), TMEM86B(GenBank Accession No. NM_173804), SPACA4(GenBank Accession No. NM_133498), PRR22(GenBank Accession No. NM_001134316), ELANE(GenBank Accession No. NM_001972), ACPT(GenBank Accession No. NM_033068), PSPN(GenBank Accession No. NM_004158), WDR88(GenBank Accession No. NM_173479), PLIN4(GenBank Accession No. NM_001080400), OR10H1(GenBank Accession No. NM_013940), CCDC105(GenBank Accession No. NM_173482), SNORD37(GenBank Accession No. NR_002602), DUS3L(GenBank Accession No. NM_020175), CBLC(GenBank Accession No. NM_012116), LGALS4(GenBank Accession No. NM_006149), COX7A1(GenBank Accession No. NM_001864), KCNA7(GenBank Accession No. NM_031886), NTN5(GenBank Accession No. NM_145807), SNORD35A(GenBank Accession No. NR_000018), FFAR2(GenBank Accession No. NM_005306), ZSCAN1(GenBank Accession No. NM_182572), LOC126536(GenBank Accession No. NR_026828), LYPD4(GenBank Accession No. NM_173506), DMRTC2(GenBank Accession No. NM_001040283), ACTL9(GenBank Accession No. NM_178525), TDRD12(GenBank Accession No. NM_001110822), CAPS(GenBank Accession No. NM_004058), PGLYRP1(GenBank Accession No. NM_005091), CAPN12(GenBank Accession No. NM_144691), FAM83E(GenBank Accession No. NM_017708), NLRP4(GenBank Accession No. NM_134444), PPAP2C(GenBank Accession No. NM_003712), UPK1A(GenBank Accession No. NM_007000), INSL3(GenBank Accession No. NM_005543), KCNJ14(GenBank Accession No. NM_170720), ODF3L2(GenBank Accession No. NM_182577), PLK5P(GenBank Accession No. NR_026557), AURKC(GenBank Accession No. NM_001015878), ECH1(GenBank Accession No. NM_001398), SRMS(GenBank Accession No. NM_080823), FRG1B(GenBank Accession No. NR_003579), SSTR4(GenBank Accession No. NM_001052), SLC12A5(GenBank Accession No. NM_020708), L3MBTL(GenBank Accession No. NM_032107), TCEA2(GenBank Accession No. NM_198723), FAM83C(GenBank Accession No. NM_178468), PHF20(GenBank Accession No. NM_016436), COX4I2(GenBank Accession No. NM_032609), CTCFL(GenBank Accession No. NM_080618), SALL4(GenBank Accession No. NM_020436), SLC13A3(GenBank Accession No. NM_022829), MYL9(GenBank Accession No. NM_006097), ADRA1D(GenBank Accession No. NM_000678), RTEL1(GenBank Accession No. NM_032957), BIRC7(GenBank Accession No. NM_139317), AIRE(GenBank Accession No. NM_000383), TFF1(GenBank Accession No. NM_003225), KRTAP10-6(GenBank Accession No. NM_198688), FTCD(GenBank Accession No. NM_006657), IGSF5(GenBank Accession No. NM_001080444), POTED(GenBank Accession No. NM_174981), PLAC4(GenBank Accession No. NM_182832), SNORA80(GenBank Accession No. NR_002996), MOV10L1(GenBank Accession No. NM_018995), HORMAD2(GenBank Accession No. NM_152510), LOC400931(GenBank Accession No. NR_027033), CACNA1I(GenBank Accession No. NM_021096), TMEM211(GenBank Accession No. NM_001001663), BAIAP2L2(GenBank Accession No. NM_025045), GSC2(GenBank Accession No. NM_005315), SUSD2(GenBank Accession No. NM_019601), GGT1(GenBank Accession No. NM_005265), RFPL2(GenBank Accession No. NM_001098527), MCHR1(GenBank Accession No. NM_005297), MAPK8IP2(GenBank Accession No. NM_012324), CHADL(GenBank Accession No. NM_138481), RGL4(GenBank Accession No. NM_153615), TCF20(GenBank Accession No. NM_005650), OTUD6A(GenBank Accession No. NM_207320), FAM9A(GenBank Accession No. NM_174951), RAB40AL(GenBank Accession No. NM_001031834), CT45A1(GenBank Accession No. NM_001017417), GJB1(GenBank Accession No. NM_000166), YY2(GenBank Accession No. NM_206923), FAM9B(GenBank Accession No. NM_205849)
The method according to claim 1, wherein the method further comprises the step of measuring an expression level or a methylation level of at least one gene selected from the group consisting of the following genes:
GenBank Accession No. NM_019102), TPTE (GenBank Accession No. NM_199260), SPESP1 (GenBank Accession No. NM_145658), MIR200A (GenBank Accession No. NR_029834), NADK (GenBank Accession No. NM_001198995), LOC100130417 , GenBank Accession No. NR_026074), MIR663B (GenBank Accession No. NR_031608), ANKRD30BL (GenBank Accession No. NR_027020), UCN (GenBank Accession No. NM_003353), LOC100130872 (GenBank Accession No. NR_024569), SPON2 (GenBank Accession No. NM_001199021), MIR1229 (GenBank Accession No. NR_031598), C6orf201 (GenBank Accession No. NM_001085401), MEST (GenBank Accession No. NM_002402), SOHLH1 (GenBank Accession No. NM_001101677), SYCE1 (GenBank Accession No. NM_001143763), ANKRD30A (GenBank Accession No. GenBank Accession No. NM_001209974), REREP3 (GenBank Accession No. NM_001109997), GenBank Accession No. NM_001109998, GenBank Accession No. NM_0299997), KCNQ1DN (GenBank Accession No. NR_024627), AGAP2 (GenBank Accession No. NM_001122772), TDRD9 (GenBank Accession No. NM_153046), FAM181A GenBank Accession No. NR_033735), NOX5 (GenBank Accession No. GenBank Accession No. NR_038678), ALOX12 (GenBank Accession No. NM_000697), MIR3187 (GenBank Accession No. NR_036154), LOC100288123 (GenBank Accession No. NR_034114), EXOC3L2 (GenBank Accession No. NM_138568), MIR4745 GenBank Accession No. NR_039900), C19orf77 (GenBank Accession No. NM_001136503), C19orf34 (GenBank Accession No. NR_033400), MIR663 (GenBank Accession No. NR_030386), C20orf177 (GenBank Accession No. NM_001190826), GNAS (GenBank Accession No. NR_003259 ), TP73 (GenBank Accession No. NM_001126240), TTLL10 (GenBank Accession No. NM_153254), FAM132A (GenBank Accession No. NM_001014980), C1orf146 (GenBank Accession No. NM_001012425), EIF2B3 (GenBank Accession No. NM_020365), CCDC27 Accession No. NM_152492), CROCCL1 (GenBank Accession No. NR_026752), FAM58B (GenBank Accession No. NM_001105517), TMEM61 (GenBank Accession No. NM_182532), OBSCN (GenBank Accession No. NM_052843), OBSCN (GenBank Accession No. NM_001098623) , GPR25 (GenBank Accession No. NM_005298), C1orf17 0 (GenBank Accession No. &lt; / RTI &gt; , GenBank Accession No. NM_005248), HSPA7 (GenBank Accession No. NR_024151), PER3 (GenBank Accession No. NM_016831), CLDN19 (GenBank Accession No. NM_001123395), MMEL1 (GenBank Accession No. NM_033467), PLEKHN1 GenBank Accession No. NM_032129), GPR37L1 (GenBank Accession No. NM_004767), SLC25A44 (GenBank Accession No. NM_014655), ICMT (GenBank Accession No. NM_012405), KLF17 (GenBank Accession No. NM_173484), AFARP1 ), HIST3H3 (GenBank Accession No. NM_003493), OR2L13 (GenBank Accession No. NM_175911), PVRL4 (GenBank Accession No. NM_030916), EPS8L3 (GenBank Accession No. NM_139053), CLCNKA (GenBank Accession No. NM_004070), NCRNA00164 Accession No. NR_027020), UCN (GenBank Accession No. NM_003353), KRTCAP3 (GenBank Accession No. NM_173853), NCRNA00164 (GenBank Accession No. NR_027019), ANKMY1 (GenBank Accession No. NM_016552), TEKT4 (GenBank Accession No. NM_144705) , LOC654433 (GenBank Accession No. NR_015377), DNAJC5G (GenBank Accession No. NM_173650) , C2OF54 (GenBank Accession No. GenBank Accession No. NM_031313), KLHL30 (GenBank Accession No. NM_198582), POTEF (GenBank Accession No. NM_001099771), BOLL (GenBank Accession No. NM_033030), RGPD4 (GenBank Accession No. NM_182588), TUBA3D GenBank Accession No. NM_080386), ARHGEF4 (GenBank Accession No. NM_032995), RGPD3 (GenBank Accession No. NM_001144013), CRYGA (GenBank Accession No. NM_014617), PRLH (GenBank Accession No. NM_015893), LOC401010 (GenBank Accession No. NR_002826 ), MFSD2B (GenBank Accession No. NM_001080473), EMILIN1 (GenBank Accession No. NM_007046), SCTR (GenBank Accession No. NM_002980), C2orf39 (GenBank Accession No. NM_145038), NT5DC2 (GenBank Accession No. NM_022908), PRR23C Accession No. NM_001134657), ITIH4 (GenBank Accession No. NM_002218), DPPA2 (GenBank Accession No. NM_138815), RARRES1 (GenBank Accession No. NM_206963), GRK7 (GenBank Accession No. NM_139209), TM4SF19 (GenBank Accession No. NM_138461) , OSTalpha (GenBank Accession No. NM_152672), AMT (GenBank Accession No. NM_00048 1), PRSS50 (GenBank Accession No. &lt; / RTI &gt; (GenBank Accession No. NM_001134659), SLC6A11 (GenBank Accession No. NM_001134659), and GenBank Accession No. NM_023251) GenBank Accession No. NM_014229), PRSS42 (GenBank Accession No. NM_182702), LOC100130872 (GenBank Accession No. NR_024569), DCAF4L1 (GenBank Accession No. NM_001029955), C4orf44 (GenBank Accession No. NM_001042690), TRIM60 ), FAM92A3 (GenBank Accession No. NR_003612), ADAD1 (GenBank Accession No. NM_139243), RBM46 (GenBank Accession No. NM_144979), OTOP1 (GenBank Accession No. NM_177998), SLC26A1 (GenBank Accession No. NM_213613), RNF212 Accession No. NM_001131034), LOC650293 (GenBank Accession No. NM_001040071), ZNF595 (GenBank Accession No. NM_182524), FRG1 (GenBank Accession No. NM_004477), YTHDC1 (GenBank Accession No. NM_001031732), NAP1L5 (GenBank Accession No. NM_153757) , COX7B2 (GenBank Accession No. NM_130902), FTMT (GenBank Accessio n No. (GenBank Accession No. NM_001080478), SLC25A2 (GenBank Accession No. NM_031947), CMYA5 (GenBank Accession No. NM_153610), SLC6A19 (GenBank Accession No. NM_001003841), IL3 (GenBank Accession No. NM_000588), C5orf47 GenBank Accession No. NM_001144954), DND1 (GenBank Accession No. NM_194249), CDX1 (GenBank Accession No. NM_001804), SLC45A2 (GenBank Accession No. NM_016180), CDH9 (GenBank Accession No. NM_016279), FAM170A (GenBank Accession No. NM_182761 ), PDLIM4 (GenBank Accession No. NM_003687), PFN3 (GenBank Accession No. NM_001029886), ZDHHC11 (GenBank Accession No. NM_024786), LOC134466 (GenBank Accession No. NR_026867), PPP1R2P3 (GenBank Accession No. NR_002168), GMCL1L Accession No. NR_003281), PLEKHG4B (GenBank Accession No. NM_052909), IRX2 (GenBank Accession No. NM_033267), C6orf201 (GenBank Accession No. NM_001085401), HIST1H1A (GenBank Accession No. NM_005325), DUSP22 (GenBank Accession No. NM_020185) , HDGFL1 (GenBank Accession No. NM_138574), DDX43 (GenBank Accession No . (GenBank Accession No. NM_007471), HIST1H4G (GenBank Accession No. NM_003547), DPPA5 (GenBank Accession No. NM_001025290), FAM50B (GenBank Accession No. NM_012135), FRMD1 (GenBank Accession No. NM_024919), PNLDC1 GenBank Accession No. NM_171616), TDRD6 (GenBank Accession No. NM_001010870), HUS1B (GenBank Accession No. NM_148959), ID4 (GenBank Accession No. NM_001546), MCART3P (GenBank Accession No. NR_026540), C6orf221 (GenBank Accession No. NM_001017361 GenBank Accession No. NM_002402), BHLHA15 (GenBank Accession No. NM_177455), NOBOX (GenBank Accession No. NM_001080413), HOXA4 (GenBank Accession No. NM_002141), GPR146 (GenBank Accession No. NM_138445), ZNF716 Accession No. NM_001159279), RAMP3 (GenBank Accession No. NM_005856), AMZ1 (GenBank Accession No. NM_133463), SGCE (GenBank Accession No. NM_001099401), ELFN1 (GenBank Accession No. NM_001128636), CPA1 (GenBank Accession No. NM_001868) , AMAC1L2 (GenBank Accession No. NM_054028), TSPYL5 (GenBank Accession No. NM_0335 12), KIAA1875 (GenBank Accession No. &lt; / RTI &gt; (GenBank Accession No. NM_032611), PSTEA (GenBank Accession No. NM_032611), and CSMD3 (GenBank Accession No. NM_032611). GenBank Accession No. NM_198124), NRBP2 (GenBank Accession No. NM_178564), LOC100130274 (GenBank Accession No. NM_001162914), C8orf73 (GenBank Accession No. NM_001100878), GPIHBP1 (GenBank Accession No. NM_178172), LY6D ), GPT (GenBank Accession No. NM_005309), MAPK15 (GenBank Accession No. NM_139021), LRRC24 (GenBank Accession No. NM_001024678), RP1L1 (GenBank Accession No. NM_178857), SLC45A4 (GenBank Accession No. NM_001080431), SNX16 Accession No. NM_022133), SOHLH1 (GenBank Accession No. NM_001012415), EGFL7 (GenBank Accession No. NM_016215), PTGDS (GenBank Accession No. NM_000954), NPR2 (GenBank Accession No. NM_003995) , NR5A1 (GenBank Accession No. NM_004959), FAM166A (GenBank Accession No. NM_00 1001710), C9orf135 (GenBank Accession No. &lt; / RTI &gt; GenBank Accession No. NM_001136113, GenBank Accession No. NM_001136113), TMC1 (GenBank Accession No. NM_001136113), MAMDC4 (GenBank Accession No. NM_001136113), CARD9 (GenBank Accession No. NM_052813), OR13J1 (GenBank Accession No. NM_001004487), C9orf152 GenBank Accession No. NM_138691), CACNA1B (GenBank Accession No. NM_000718), PRKACG (GenBank Accession No. NM_002732), PAEP (GenBank Accession No. NM_001018049), S1PR3 (GenBank Accession No. NM_005226), SNORD62A , GenBank Accession No. NM_052997), C10orf116 (GenBank Accession No. NM_006829), GPR26 (GenBank Accession No. NM_153442), CTBP2 (GenBank Accession No. NM_022802), CCNY (GenBank Accession No. NM_181698), PNLIPRP2 Accession No. NM_005396), PYROXD2 (GenBank Accession No. NM_032709), GDF2 (GenBank Accession No. NM_016204), MMP21 (GenBank Accession No. NM_147191), CALML3 (GenBank Accession No. NM_005185), JAKMIP3 (GenBank Accession No. NM_001105521) , ANKRD2 (GenBank Accession No. NM_020349), C10orf108 (GenBank Accession No. (GenBank Accession No. NM_033261), RBP3 (GenBank Accession No. NM_002900), TUBB8 (GenBank Accession No. NM_177987), TUBGCP2 (GenBank Accession No. NM_006659), KCNQ1DN (GenBank Accession No. NR_024627), LOC441601 GenBank Accession No. NR_003034), SPDYC (GenBank Accession No. NM_001008778), CD248 (GenBank Accession No. NM_020404), TSSC4 (GenBank Accession No. NM_005706), H19 (GenBank Accession No. NR_002196), LDHAL6A (GenBank Accession No. NM_144972 ), FOXR1 (GenBank Accession No. NM_181721), PKP3 (GenBank Accession No. NM_007183), MS4A15 (GenBank Accession No. NM_001098835), MRGPRE (GenBank Accession No. NM_001039165), MUC6 (GenBank Accession No. NM_005961), LSP1 Accession No. NM_002339), TNNT3 (GenBank Accession No. NM_006757), TP53AIP1 (GenBank Accession No. NM_022112), CATSPER1 (GenBank Accession No. NM_053054), TAGLN (GenBank Accession No. NM_001001522), CABP2 (GenBank Accession No. NM_016366) , GNG3 (GenBank Accession No. NM_012202), CEND1 (GenBank Accession No. NM_016564), FOLR3 GenBank Accession No. GenBank Accession No. NM_0005975), GenBank Accession No. NM_005995), SCGB2A1 (GenBank Accession No. NM_002407), C11orf36 (GenBank Accession No. NR_027138), DRD4 (GenBank Accession No. NM_000797), MUC2 GenBank Accession No. NM_002457), AGAP2 (GenBank Accession No. NM_001122772), RPL13AP20 (GenBank Accession No. NR_003932), FIGNL2 (GenBank Accession No. NM_001013690), ACRBP (GenBank Accession No. NM_032489), SLC6A12 ), KRT3 (GenBank Accession No. NM_057088), TUBGCP3 (GenBank Accession No. NM_006322), SOHLH2 (GenBank Accession No. NM_017826), ATP4B (GenBank Accession No. NM_000705), RNF17 (GenBank Accession No. NM_031277), TUBA3C Accession No. NM_006001), CSNK1A1L (GenBank Accession No. NM_145203), DLEU7 (GenBank Accession No. NM_198989), TDRD9 (GenBank Accession No. NM_153046), DIO3 (GenBank Accession No. NM_001362), COX8C (GenBank Accession No. NM_182971) , ASPG (GenBank Accession No. NM_001080464), MGC23270 (GenBank Accession No. NR_024396 ), RPL13AP3 (GenBank Accession No. GenBank Accession No. NM_031464), ACOT4 (GenBank Accession No. NM_152331), CMTM5 (GenBank Accession No. NM_138460), INF2 (GenBank Accession No. NM_022489), AMN (GenBank Accession No. NM_030943), ABHD12B GenBank Accession No. NM_181533), TBPL2 (GenBank Accession No. NM_199047), PSMB11 (GenBank Accession No. NM_001099780), CATSPER2 (GenBank Accession No. NM_054020), LOC390594 (GenBank Accession No. NM_001101362), C15orf2 (GenBank Accession No. NM_018958 GenBank Accession No. NR_003309, GenBank Accession No. NR_003309), RASL12 (GenBank Accession No. NM_016563), GenBank Accession No. NM_0016563, , SNORD115-32 (GenBank Accession No. NR_003347), SNORD115-31 (GenBank Accession No. NR_003346), LASS3 (GenBank Accession No. NM_178842), SNORD115-37 (GenBank Accession No. NR_003352), LDHAL6B (GenBank Accession No. NM_033195 ), GABRB3 (GenBank Accession No. NM_000814), SNORD115-25 (GenBank Accession No. NR_003342), SLC28A 2 (GenBank Accession No. &lt; / RTI &gt; (GenBank Accession No. NM_0021212), ZNF469 (GenBank Accession No. NM_001127464), CCDC154 (GenBank Accession No. NM_001143980), TESSP1 (GenBank Accession No. NM_001135086), ELMO3 (GenBank Accession No. NM_024712), ZSCAN10 GenBank Accession No. NM_006849), LOC146336 (GenBank Accession No. NR_027242), CLDN9 (GenBank Accession No. NM_020982), CLDN6 (GenBank Accession No. NM_021195), IGFALS (GenBank Accession No. NM_001146006), IL34 (GenBank Accession No. NM_152456 , GenBank Accession No. NM_001083601), SSTR5 (GenBank Accession No. NM_001053), DNASE1L2 (GenBank Accession No. NM_001374), MSLN (GenBank Accession No. NM_005823), CMTM1 (GenBank Accession No. NM_052999), FBRS Accession No. NM_001105079), ZNF597 (GenBank Accession No. NM_152457), SLC5A11 (GenBank Accession No. NM_052944), IL17C (GenBank Accession No. NM_013278), FAM18A (GenBank Accession No. NM_001079512), TPSG1 (GenBank Accession No. NM_012467) , GPR97 (GenBank Accession No. NM_170776), PRM2 (GenBank Accession No. NM_00 2762), JMJD8 (GenBank Accession No. &lt; / RTI &gt; (GenBank Accession No. NM_139174), C16orf81 (GenBank Accession No. NR_024347), TPSD1 (GenBank Accession No. NM_012217), ADCY7 (GenBank Accession No. NM_001114), ZG16B (GenBank Accession No. NM_145252), CHST5 GenBank Accession No. NM_024533), PRR25 (GenBank Accession No. NM_001013638), ABCA3 (GenBank Accession No. NM_001089), CCDC79 (GenBank Accession No. NM_001136505), WDR59 (GenBank Accession No. NM_030581), GLIS2 (GenBank Accession No. NM_032575 ), MT1L (GenBank Accession No. NR_001447), TMPRSS8 (GenBank Accession No. NR_026864), TMC7 (GenBank Accession No. NM_024847), DNASE1 (GenBank Accession No. NM_005223), ALOX12 (GenBank Accession No. NM_000697), KCNAB3 Accession No. NM_004732), DYSFIP1 (GenBank Accession No. NM_001007533), QRICH2 (GenBank Accession No. NM_032134), FSCN2 (GenBank Accession No. NM_012418), CACNG1 (GenBank Accession No. NM_000727), TMEM88 (GenBank Accession No. NM_203411) , UTS2R (GenBank Accession No. NM_018949), HSPB9 (GenBank Accession No. NM_033194), NLGN 2 (GenBank Accession No. &lt; / RTI &gt; GenBank Accession No. NR_026718), FLJ36000 (GenBank Accession No. NR_027084), RPH3AL (GenBank Accession No. NM_006987), GGT6 (GenBank Accession No. NM_001122890), RAB34 (GenBank Accession No. NM_031934), SHISA6 GenBank Accession No. NM_207386), GPR172B (GenBank Accession No. NM_001104577), SLFN13 (GenBank Accession No. NM_144682), HSF5 (GenBank Accession No. NM_001080439), ENPP7 (GenBank Accession No. NM_178543), AIPL1 (GenBank Accession No. NM_014336 ), AMAC1 (GenBank Accession No. NM_152462), KCTD11 (GenBank Accession No. NM_001002914), WSB1 (GenBank Accession No. NM_015626), SERPINF1 (GenBank Accession No. NM_002615), ULK2 (GenBank Accession No. NM_014683), TBX4 Accession No. NM_018488), CCDC144NL (GenBank Accession No. NM_001004306), KCNG2 (GenBank Accession No. NM_012283), RNF138 (GenBank Accession No. NM_016271), ANKRD30B (GenBank Accession No. NM_001145029), PSMA8 (GenBank Accession No. NM_144662) , CNDP1 (GenBank Accession No. NM_032649), EXOC3L2 (GenBank Accession No. NM_1 38568), C19orf77 (GenBank Accession No. &lt; / RTI &gt; (GenBank Accession No. NM_031310), YJEFN3 (GenBank Accession No. NM_031310), GenBank Accession No. NM_031310, GenBank Accession No. NM_031310) GenBank Accession No. NM_198537), CCDC155 (GenBank Accession No. NM_144688), TMEM86B (GenBank Accession No. NM_173804), SPACA4 (GenBank Accession No. NM_133498), PRR22 (GenBank Accession No. NM_001134316), ELANE ), ACPT (GenBank Accession No. NM_033068), PSPN (GenBank Accession No. NM_004158), WDR88 (GenBank Accession No. NM_173479), PLIN4 (GenBank Accession No. NM_001080400), OR10H1 (GenBank Accession No. NM_013940), CCDC105 Accession No. NM_173482), SNORD37 (GenBank Accession No. NR_002602), DUS3L (GenBank Accession No. NM_020175), CBLC (GenBank Accession No. NM_012116), LGALS4 (GenBank Accession No. NM_006149), COX7A1 (GenBank Accession No. NM_001864) , KCNA7 (GenBank Accession No. NM_031886), NTN5 (GenBank Accession No. NM_145807), SN ORD35A (GenBank Accession No. &lt; / RTI &gt; GenBank Accession No. NM_005306), ZSCAN1 (GenBank Accession No. NM_182572), LOC126536 (GenBank Accession No. NR_026828), LYPD4 (GenBank Accession No. NM_173506), DMRTC2 (GenBank Accession No. NM_001040283), ACTL9 GenBank Accession No. NM_178525), TDRD12 (GenBank Accession No. NM_001110822), CAPS (GenBank Accession No. NM_004058), PGLYRP1 (GenBank Accession No. NM_005091), CAPN12 (GenBank Accession No. NM_144691), FAM83E (GenBank Accession No. NM_017708 ), NLRP4 (GenBank Accession No. NM_134444), PPAP2C (GenBank Accession No. NM_003712), UPK1A (GenBank Accession No. NM_007000), INSL3 (GenBank Accession No. NM_005543), KCNJ14 (GenBank Accession No. NM_170720), ODF3L2 Accession No. NM_182577), PLK5P (GenBank Accession No. NR_026557), AURKC (GenBank Accession No. NM_001015878), ECH1 (GenBank Accession No. NM_001398), SRMS (GenBank Accession No. NM_080823), FRG1B (GenBank Accession No. NR_003579) , SSTR4 (GenBank Accession No. NM_001052), SLC12A5 (GenBank Accession No. NM_020708), L3MBTL (GenBank Accession No. 2). (GenBank Accession No. NM_032609), CTCFL (GenBank Accession No. NM_080618), SALL4 (GenBank Accession No. NM_032107), TCEA2 (GenBank Accession No. NM_198723), FAM83C (GenBank Accession No. NM_178468), PHF20 (GenBank Accession No. NM_016436), COX4I2 GenBank Accession No. NM_020436), SLC13A3 (GenBank Accession No. NM_022829), MYL9 (GenBank Accession No. NM_006097), ADRA1D (GenBank Accession No. NM_000678), RTEL1 (GenBank Accession No. NM_032957), BIRC7 (GenBank Accession No. NM_139317 ), AIRE (GenBank Accession No. NM_000383), TFF1 (GenBank Accession No. NM_003225), KRTAP10-6 (GenBank Accession No. NM_198688), FTCD (GenBank Accession No. NM_006657), IGSF5 (GenBank Accession No. NM_001080444) (GenBank Accession No. NM_174981), PLAC4 (GenBank Accession No. NM_182832), SNORA80 (GenBank Accession No. NR_002996), MOV10L1 (GenBank Accession No. NM_018995), HORMAD2 (GenBank Accession No. NM_152510), LOC400931 (GenBank Accession No. CAMNA1I (GenBank Accession No. NM_021096), TMEM211 (GenBank Accession No. NM_001001663), BAI AP2L2 (GenBank Accession No. &lt; / RTI &gt; GenBank Accession No. NM_005297), SUSD2 (GenBank Accession No. NM_019601), GGT1 (GenBank Accession No. NM_005265), RFPL2 (GenBank Accession No. NM_001098527), MCHR1 (GenBank Accession No. NM_005297), MAPK8IP2 GenBank Accession No. NM_012324), CHADL (GenBank Accession No. NM_138481), RGL4 (GenBank Accession No. NM_153615), TCF20 (GenBank Accession No. NM_005650), OTUD6A (GenBank Accession No. NM_207320), FAM9A (GenBank Accession No. NM_174951 GenBank Accession No. NM_001031834), CT45A1 (GenBank Accession No. NM_001017417), GJB1 (GenBank Accession No. NM_000166), YY2 (GenBank Accession No. NM_206923), FAM9B (GenBank Accession No. NM_205849)
서열번호 9의 염기서열로 표시되는 TP73 유전자, 서열번호 10의 염기서열로 표시되는 FANK1 유전자 및 서열번호 11의 염기서열로 표시되는 PPAPDC3 유전자로 이루어진 군에서 선택되는 어느 하나의 유전자의 발현수준 또는 메틸화 수준을 측정하는 제제를 포함하는 건선 진단용 조성물.
The expression level of any one gene selected from the group consisting of the TP73 gene represented by the nucleotide sequence of SEQ ID NO: 9, the FANK1 gene represented by the nucleotide sequence of SEQ ID NO: 10, and the PPAPDC3 gene represented by the nucleotide sequence of SEQ ID NO: A composition for the diagnosis of psoriasis comprising an agent for measuring the level.
제7항에 있어서, 상기 유전자의 발현 수준을 측정하는 제제는 상기 유전자와 특이적으로 결합하는 프라이머. 프로브 및 상기 유전자의 발현 단백질으로 특이적으로 인식하는 항체를 포함하는 것을 특징으로 하는 건선 진단용 조성물.
8. The primer according to claim 7, wherein the agent for measuring the expression level of the gene specifically binds to the gene. A probe and an antibody specifically recognizing the expression protein of the gene.
제8항에 있어서, 상기 프라이머는 서열번호 1 및 2의 프라이머쌍, 서열번호 3 및 4의 프라이머쌍 및 서열번호 5 및 6의 프라이머쌍으로 이루어진 군에서 선택되는 어느 하나 이상의 프라이머 쌍인 것을 특징으로 하는 건선 진단용 조성물.
9. The primer of claim 8, wherein the primer is any one or more primer pairs selected from the group consisting of primer pairs of SEQ ID NOS: 1 and 2, primer pairs of SEQ ID NOS: 3 and 4, and primer pairs of SEQ ID NOS: 5 and 6 Composition for the diagnosis of psoriasis.
제7항에 있어서, 상기 메틸화 수준을 측정하는 제제는 비메틸화 사이토신 염기를 변형시키는 화합물 또는 메틸화 민감성 제한효소, 상기 유전자의 메틸화된 서열에 특이적인 프라이머, 및 비메틸화된 서열에 특이적인 프라이머를 포함하는 것을 특징으로 하는 건선 진단용 조성물.
8. The method according to claim 7, wherein the agent for measuring the methylation level is selected from the group consisting of a compound or a methylation-sensitive restriction enzyme that modifies an unmethylated cytosine base, a primer specific to the methylated sequence of the gene, and a primer specific to the unmethylated sequence Or a pharmaceutically acceptable salt thereof.
서열번호 9의 염기서열로 표시되는 TP73 유전자, 서열번호 10의 염기서열로 표시되는 FANK1 유전자 및 서열번호 11의 염기서열로 표시되는 PPAPDC3 유전자로 이루어진 군에서 선택되는 어느 하나의 유전자 발현 수준 또는 메틸화 수준을 측정하는 제제를 포함하는 건선 진단용 키트.A TP73 gene represented by the nucleotide sequence of SEQ ID NO: 9, a FANK1 gene represented by the nucleotide sequence of SEQ ID NO: 10, and a PPAPDC3 gene represented by the nucleotide sequence of SEQ ID NO: 11 or a methylation level Wherein the composition is administered to a patient.
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CN115917010A (en) * 2020-04-29 2023-04-04 台北医学大学 Method for early detection, prediction of treatment response and prognosis of colorectal cancer
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