WO2015115544A1 - Evaluation method for risk of metastasis or recurrence of colon cancer - Google Patents

Evaluation method for risk of metastasis or recurrence of colon cancer Download PDF

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WO2015115544A1
WO2015115544A1 PCT/JP2015/052521 JP2015052521W WO2015115544A1 WO 2015115544 A1 WO2015115544 A1 WO 2015115544A1 JP 2015052521 W JP2015052521 W JP 2015052521W WO 2015115544 A1 WO2015115544 A1 WO 2015115544A1
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seq
base
dna
nos
colorectal cancer
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PCT/JP2015/052521
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French (fr)
Japanese (ja)
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博光 小見山
一博 坂本
淳司 奥澤
学 塩澤
信 赤池
洋平 宮城
敬 大津
林崎 良英
昌可 伊藤
英哉 川路
寛子 大宮
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学校法人順天堂
地方独立行政法人神奈川県立病院機構
国立研究開発法人理化学研究所
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Priority to JP2015560009A priority Critical patent/JPWO2015115544A1/en
Publication of WO2015115544A1 publication Critical patent/WO2015115544A1/en

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48Biological material, e.g. blood, urine; Haemocytometers
    • G01N33/50Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
    • G01N33/53Immunoassay; Biospecific binding assay; Materials therefor
    • G01N33/574Immunoassay; Biospecific binding assay; Materials therefor for cancer
    • G01N33/57407Specifically defined cancers
    • G01N33/57419Specifically defined cancers of colon
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q1/00Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6876Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
    • C12Q1/6883Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for diseases caused by alterations of genetic material
    • C12Q1/6886Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for diseases caused by alterations of genetic material for cancer
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2800/00Detection or diagnosis of diseases
    • G01N2800/50Determining the risk of developing a disease

Definitions

  • the present invention relates to a method for evaluating the risk of colorectal cancer metastasis or recurrence at the molecular level.
  • Colorectal cancer is a carcinoma that occurs in the large intestine (cecum, colon, rectum), and is referred to as cecal cancer, colon cancer, and rectal cancer according to the site. Colorectal cancer often metastasizes to the liver and surrounding lymph nodes, and the presence or absence of metastasis has an important effect on the prognosis of the life and greatly affects treatment options such as anticancer drugs and surgery. Therefore, colorectal cancer is finely classified by the classification method (TNM classification) based on the size of the tumor, the degree of invasion to surrounding tissues, and metastasis to lymph nodes and other organs, and the degree of progression is based on the results of the TNM classification. It is classified into stage 0 to stage 4.
  • TNM classification classification
  • stage 2 colorectal cancer treatment chemotherapy may not be added because the risk of recurrence is low. However, some cases then recur.
  • the risk of recurrence of stage 3 colorectal cancer in which metastasis to the surrounding lymph nodes is recognized is evaluated by the number and location of lymph nodes to which cancer cells have metastasized, and treatment based on the classification based on that is performed.
  • postoperative chemotherapy is recommended, and even in the same stage 3, an attempt has been made to perform different chemotherapy due to the difference in TNM classification, but prognosis does not recur even without chemotherapy.
  • Some patients do not want chemotherapy after surgery because they may be good. However, there were variations in the choice of treatment method, including some recurrence.
  • patients who have been classified into the same group and who received the same treatment may or may not relapse.
  • liver metastasis and lymph node metastasis have been difficult to identify minute liver metastasis and lymph node metastasis with the current diagnostic imaging technique in which liver metastasis and lymph node metastasis are finally diagnosed by histopathological diagnosis. Therefore, the degree of lymph node metastasis cannot be determined unless the histopathological diagnosis is performed during or after surgery.
  • RNA-seq Non-Patent Document 1
  • CAGE Cap Analysis Gene Expression: Non-Patent Document 2
  • the CAGE method is characterized in that the activity of the transcription start site can be comprehensively quantified by selecting a long capped RNA such as mRNA and sequencing the 5 'end randomly and in large quantities.
  • the present invention relates to providing a method for objectively and rapidly predicting the risk of colorectal cancer metastasis or recurrence with high accuracy.
  • the present inventors extract RNA from colon cancer tissues obtained by surgery, those with and without recurrence, those with and without liver metastasis, and those with and without lymph node metastasis, As a result of comprehensive analysis of the expression state in the vicinity of the transcription start region (Transcript Start Site; TSS) as sequence information using the CAGE analysis method, the expression level of DNA containing a specific transcription start region is significantly between the two groups. Differently, using this as an index, we found that “with recurrence” and “without recurrence”, “with liver metastasis” and “without liver metastasis”, or “with lymph node metastasis” and “without lymph node metastasis” .
  • TSS Transcript Start Site
  • the present invention relates to the following 1) to 3).
  • kit. 3 Use of one or more expression products of DNA containing a transcription initiation region as a marker for evaluating the risk of colorectal cancer metastasis or recurrence.
  • the presence or absence of recurrence risk can be determined quickly and accurately even in a patient without lymph node metastasis.
  • the presence or absence of metastasis or recurrence can be predicted, detailed follow-up and optimization of the number of follow-ups for patients who are expected to have metastasis or recurrence (high risk of recurrence) and appropriate treatment as needed Prognosis is expected to improve by implementing a method (such as chemotherapy).
  • a new classification method that can select an optimal treatment method with small variation in treatment effect can be established.
  • colorectal cancer means a carcinoma that occurs in the large intestine (cecum, colon, rectum).
  • metastasis means that colon cancer grows in lymph nodes and other organs
  • evaluation of metastasis means the presence or absence of metastasis or metastasis ability (colorectal cancer metastasizes to multiple organs and grows).
  • preferable examples include evaluating or measuring liver metastasis or lymph node metastasis.
  • risk of recurrence means the likelihood of recurrence.
  • Relapse refers to a case in which a malignant tumor reappears at the same site after the tumor has been removed from the living body for a certain period of time, and when tumor cells are separated from the primary lesion and carried to a distant tissue where they proliferate autonomously. Refers to cases. Whether or not recurrence occurs depends on the proliferative ability, viability, and migration ability of tumor cells.
  • the assessment of recurrence risk in the present invention is particularly suitable for assessing the recurrence risk of patients in stage 2 and stage 3, more preferably, the recurrence risk of patients who are in stage 2 and have not undergone postoperative chemotherapy, Suitable for assessing the risk of recurrence in patients at stage 3a or 3b who have or have not undergone postoperative chemotherapy.
  • the stage of progression shown in this specification means a stage according to the classification of the degree of progression of the Colorectal Cancer Handling Regulations 8th Edition (Colon Cancer Society (JSCCR)) or a stage corresponding thereto, and a stage corresponding thereto
  • JSCCR Cold Cancer Society
  • FIG. 1 shows the progression classification according to the 8th edition of the Colorectal Cancer Handling Regulations and the progression classification based on the UICC 7th edition
  • FIG. 2 shows a comparison table between the 8th edition of the Colorectal Cancer Handling Regulations and the TNM classification.
  • Stage 2 is the condition where the cancer has invaded beyond the intrinsic muscle layer of the large intestine to the lower serosa and the outside of the large intestine wall, but no lymph node metastasis or distant metastasis is seen
  • Stage 3 is a state where cancer has metastasized not only to the large intestine but also to lymph nodes, and stage 3 is further divided into a and b.
  • stage 3a cancer has metastasized not only to the large intestine but also to the pararectal lymph nodes or intermediate lymph nodes, but there are no more than 3 metastatic positive lymph nodes, and stage 3b has 4 or more. Or refers to those with metastasis to the main lymph nodes.
  • the biological sample used in the present invention is a colorectal cancer tissue separated from a colorectal cancer patient to be evaluated.
  • the biological sample is appropriately prepared and processed for use in measurement. For example, when the sample is subjected to measurement at the nucleic acid level, an RNA extract is prepared, and when the sample is subjected to measurement at the protein level, a protein extract is prepared.
  • RNA from a biological sample Any known method can be used as a method for extracting RNA from a biological sample. Specific examples include Ambion RiboPure kit manufactured by Life Technologies, miRNeasy manufactured by Qiagen, and RNeasy manufactured by Qiagen. Among these, the miRNeasy kit manufactured by Qiagen is preferably used.
  • nucleic acid or “polynucleotide” means DNA or RNA.
  • DNA includes not only double-stranded DNA but also single-stranded DNAs comprising a sense strand and an antisense strand constituting the DNA. Accordingly, the DNA includes double-stranded genomic DNA, single-stranded cDNA, single-stranded DNA having a sequence complementary to the DNA, and the like.
  • RNA includes any of total RNA, mRNA, rRNA, and synthetic RNA.
  • a transcription product of DNA consisting of the nucleotide sequence shown in SEQ ID NOs: 1 to 443 is 1) in stage 2 as shown in the Examples
  • specimens with recurrence and specimens with no recurrence 2 Colon in stage 3a or 3b without postoperative chemotherapy Specimens with and without recurrence in cancer patients (male / female), 3) Recurrence in colorectal cancer patients (male / female) who received postoperative chemotherapy at stage 3a or 3b Specimens with no recurrence 4)
  • stage 2 in the Examples
  • specimens with recurrence and specimens with no recurrence 2 Colon in stage 3a or 3b without postoperative chemotherapy Specimens with and without recur
  • RNA transcriptional activity of the specimens 1) to 5) is obtained from the clinical specimen-derived profile group obtained from “with recurrence” or “with metastasis”, “without recurrence” or “without metastasis”.
  • the R / Bioconductor edgeR package (Bioinformatics. 2010 Jan 1; 26 (1): 139-40) is used for the differential analysis between the clinical specimen-derived profile groups, and the threshold is set to 5% as a threshold value of FDR (false discovery rate). It has been extracted.
  • DNA consisting of a base at an arbitrary position (transcription start point) in the transcription start region in the base sequence represented by SEQ ID NOs: 1 to 443 and one or more bases downstream thereof (hereinafter referred to as “transcription in SEQ ID NOs: 1 to 443”).
  • the expression product (referred to as “the expression product of the present invention”) (referred to as “the DNA containing the starting point”) (or encoded thereby) can be a biomarker for assessing the risk of colorectal cancer metastasis or recurrence. . More details are as follows.
  • the DNA expression product is a marker that increases the expression level when the risk of recurrence is high.
  • the differential expression of the DNA is a marker that increases the expression level when the risk of recurrence is high.
  • a biomarker for assessing the risk of recurrence in colorectal cancer patients (female) who are in the expression product stage 3a or 3b of the DNA containing the transcription start point in SEQ ID NOs: 38 to 63 and have not undergone postoperative chemotherapy.
  • the DNA expression product including the transcription start point in SEQ ID NOs: 38 to 62 is a marker whose expression level increases when the recurrence risk is high
  • the DNA expression product including the transcription start point in SEQ ID NO: 63 is the recurrence risk. It is a marker that decreases the expression level when is high.
  • the DNA expression product is a marker that increases the expression level when the risk of recurrence is high.
  • the DNA expression product is a marker that increases the expression level when the risk of recurrence is high.
  • a biomarker for evaluating the risk of recurrence in colorectal cancer patients male who have undergone postoperative chemotherapy at the expression product stage 3a or 3b of the DNA containing the transcription start point in SEQ ID NOs: 218 to 253 .
  • the DNA expression product is a marker that increases the expression level when the risk of recurrence is high.
  • 4f) DNA expression product containing the transcription start site in SEQ ID NOs: 254 to 262 A biomarker for evaluating liver metastasis in colorectal cancer patients (female).
  • the expression product of the DNA is a marker that increases the expression level when the possibility of liver metastasis is high.
  • DNA expression product containing the transcription start site in SEQ ID NOS: 263 to 288 Biomarker for evaluating liver metastasis in colorectal cancer patients (male).
  • the DNA expression product containing the transcription start point in SEQ ID NOs: 263 to 287 is a marker whose expression level increases when the possibility of liver metastasis is high
  • the DNA expression product containing the transcription start point in SEQ ID NO: 288 Is a marker that decreases the expression level when the possibility of liver metastasis is high.
  • the expression product of the DNA is a marker that increases the expression level when the possibility of lymph node metastasis is high.
  • DNA expression product containing the transcription start site in SEQ ID NOs: 300 to 443 A biomarker for evaluating lymph node metastasis in colorectal cancer patients (male).
  • the DNA containing the transcription start point in SEQ ID NOs: 300 to 442 is a marker whose expression level increases when the possibility of lymph node metastasis is high
  • the expression product of the DNA containing the transcription start point in SEQ ID NO: 443 is lymphatic It is a marker that decreases the expression level when the possibility of node metastasis is high.
  • the “transfer start area” refers to an area including a transfer start point.
  • the transcription start point from a specific promoter is not limited to a single base, and may be a base present at a plurality of positions downstream of the promoter on the genome.
  • a region including a plurality of these transfer start points is referred to as a transfer start region in this specification. More specifically, the transfer start area is an area between a transfer start point located on the most 5 'side and a transfer start point located on the most 3' side among the plurality of transfer start points.
  • each of the base sequences represented by SEQ ID NOs: 1 to 443 the transcription start region is the 5 ′ end corresponding to the region defined at both ends by the base at position 1 (5 ′ end) and the 101st base from the 3 ′ end Is the base region that forms
  • each of the base sequences represented by SEQ ID NOs: 1 to 443 shows a transcription start region and 100 bases following the transcription start point located on the most 3 'side in the transcription start region.
  • such a transcription start region is also referred to as “a transcription start region shown in SEQ ID NOs: 1 to 443”.
  • Tables 1-2 The positions of the transcription start regions shown in SEQ ID NOs: 1 to 443 on the genome, and related gene information, etc. are shown in Tables 1-2, Tables 3-1 to 3-2, Tables 4-1 to 4-2, and Tables below. 5, Tables 6-1 to 6-7, Tables 7 to 9, and Tables 10-1 to 10-6.
  • the DNA for which the expression level of the expression product is measured is a base at an arbitrary position (transcription start point) in the transcription start region and one base downstream thereof in the base sequence represented by SEQ ID NOs: 1 to 443. It is DNA consisting of the above base sequence.
  • the number of bases in the downstream base sequence may be any number that can identify the expression product.
  • the number of bases include 1 base or more, 5 bases or more, 10 bases or more, 15 bases or more, 20 bases or more, 25 bases or more, 30 bases or more, 40 bases or more, 50 bases or more.
  • 10 bases or less, 15 bases or less, 20 bases or less, 25 bases or less, 30 bases or less, 40 bases or less, 50 bases or less, 100 bases or less are mentioned, for example.
  • the downstream base is not particularly necessary in the case of measurement by the CAGE method, but in the case of measurement by hybridization or PCR, any part up to about 100 bases downstream is targeted in order to ensure the accuracy.
  • the DNA has a length of at least 20 bases out of DNA consisting of the transcription start region and 100 bases downstream from it, there is a high probability that it can be identified even in an experimental system for the entire genome.
  • the DNA also includes DNA having a base sequence substantially identical to the base sequence of the DNA as long as the expression product can be a biomarker for evaluating the risk of colorectal cancer metastasis or recurrence.
  • Such expression products of the present invention can be used to assess the risk of colorectal cancer metastasis or recurrence by ascertaining the expression level by appropriately combining one or more of the expression products.
  • threshold values shown in Tables 11 to 15 below are set, DNAs that can be classified with specificity 100% and sensitivity 100%, that is, DNA that can be reliably discriminated with only one expression level, The following are mentioned.
  • 4f A DNA expression product containing the transcription start point in SEQ ID NO: 261, SEQ ID NO: 258, SEQ ID NO: 262, or SEQ ID NO: 260 in the evaluation of liver metastasis of a colon cancer patient (female).
  • 4m An expression product of DNA containing the transcription start point in SEQ ID NO: 283, SEQ ID NO: 284, or SEQ ID NO: 278 in the evaluation of liver metastasis of a colon cancer patient (male).
  • a suitable combination in the case where at least two DNA expression products are used that is, for all two combinations selected from the above transcription start regions, these expression levels are used as explanatory variables, and recurrence related to the transcription start region extraction sample.
  • a logistic regression model that estimates the presence or absence of metastasis is constructed, and the expression of DNA shown in Tables 16 to 20 below can be classified as 100% specificity and 100% sensitivity for both the transcription start region extraction sample and the verification sample. Each product is listed.
  • these can be used in combination of two sets or three sets or more as appropriate.
  • these in addition to the combination of the two DNAs, among the DNAs containing the transcription start sites in SEQ ID NOs: 1 to 443, they may be combined with an expression product of DNA other than those shown as the combination. DNA expression products consisting of any other base sequences may be combined within a range that can contribute to the evaluation.
  • the expression product of the present invention includes a transcription product and a translation product expressed from the DNA.
  • Specific examples of the transcription product include RNA generated by transcription from the DNA, preferably mRNA.
  • Specific examples of the translation product include a protein encoded by the RNA.
  • the target of the measurement or detection of the expression product is cDNA artificially synthesized from the RNA, DNA encoding the RNA, protein encoded by the RNA, molecule interacting with the protein, and interaction with the RNA. Also included are molecules that act or molecules that interact with the DNA.
  • molecules that interact with RNA, DNA or protein DNA, RNA, protein, polysaccharide, oligosaccharide, monosaccharide, lipid, fatty acid, and their phosphates, alkylated products, sugar adducts, and the like, and Any of the above-mentioned complexes can be mentioned.
  • the expression level comprehensively means the expression level and activity of the expression product.
  • RNA, cDNA or DNA is targeted as a method for measuring the expression level, nucleic acid amplification represented by PCR method, real-time RT-PCR method, SmartAmp method, LAMP method, etc. using DNA hybridizing to these primers Method, hybridization method using nucleic acids that hybridize to these as probes (DNA chip, DNA microarray, dot blot hybridization, slot blot hybridization, northern blot, hybridization, etc.), method for determining the base sequence, or these You can choose from a combination of methods.
  • the probe or primer used for the measurement that is, the primer for specifically recognizing and amplifying the expression product (transcription product) of the present invention or the nucleic acid derived therefrom, or the RNA or the nucleic acid derived therefrom is specific.
  • “specifically recognize” means that, for example, in the Northern blot method, substantially only the expression product (transcription product) of the present invention or a nucleic acid derived therefrom can be detected.
  • the detection product or product can be determined to be the transcription product or a nucleic acid derived therefrom so that only the nucleic acid is produced.
  • DNA comprising a base sequence represented by SEQ ID NOs: 1 to 443, or an oligonucleotide containing a certain number of nucleotides complementary to its complementary strand
  • the “complementary strand” refers to the other strand with respect to one strand of double-stranded DNA comprising A: T (U in the case of RNA) and G: C base pairs.
  • “complementary” is not limited to the case where the certain number of consecutive nucleotide regions are completely complementary sequences, preferably 80% or more, more preferably 90% or more, and still more preferably 95% or more. What is necessary is just to have the identity on arrangement
  • the identity of the base sequence can be determined by the algorithm such as BLAST.
  • oligonucleotide When such an oligonucleotide is used as a primer, it only needs to be capable of specific annealing and chain extension, and is usually 10 bases or more, preferably 15 bases or more, more preferably 20 bases or more, and for example 100 bases or less. Those having a chain length of preferably 50 bases or less, more preferably 35 bases or less are mentioned. Further, when used as a probe, it only needs to be capable of specific hybridization, and has at least part or all of the sequence of DNA (or its complementary strand) consisting of the base sequence represented by SEQ ID NOs: 1 to 443, for example, A chain length of 10 bases or more, preferably 15 bases or more and, for example, 100 bases or less, preferably 50 bases or less, more preferably 25 bases or less is used.
  • oligonucleotide can be DNA or RNA, and can be synthesized or natural.
  • the probe used for hybridization is usually labeled.
  • the probe DNA is first labeled with a radioisotope, a fluorescent substance, etc., and then the obtained labeled DNA is transferred to a nylon membrane or the like according to a conventional method. Hybridize with RNA. Thereafter, a method of detecting and measuring a signal derived from the labeled product of the formed duplex of labeled DNA and RNA can be used.
  • cDNA is prepared from RNA derived from a biological sample according to a conventional method so that the target expression product of the present invention (in this case, transcription product) can be amplified.
  • a pair of prepared primers (a normal strand that binds to the cDNA ( ⁇ strand) and a reverse strand that binds to the + strand) are hybridized therewith.
  • PCR is performed according to a conventional method, and the obtained amplified double-stranded DNA is detected.
  • detection of the amplified double-stranded DNA use a method of detecting the labeled double-stranded DNA produced by performing the above PCR using a primer previously labeled with RI, a fluorescent substance, etc. Can do.
  • cDNA or DNA nucleic acid derived from the expression product of the present invention (in this case, a transcription product) is immobilized on a support.
  • cDNA or DNA nucleic acid derived from the expression product of the present invention
  • a transcription product a nucleic acid derived from the expression product of the present invention
  • an array labeled cDNA or cRNA prepared from mRNA is bound on the microarray, and the label on the microarray is detected, whereby the mRNA expression level can be measured.
  • the nucleic acid immobilized on the array may be any nucleic acid that hybridizes specifically (ie, substantially only to the target nucleic acid) under stringent conditions.
  • the expression product of the present invention transcription
  • the product may be a nucleic acid having the entire sequence or a partial sequence.
  • the “partial sequence” includes a nucleic acid consisting of at least 15 to 25 bases.
  • stringent conditions can usually include washing conditions of about “1 ⁇ SSC, 0.1% SDS, 37 ° C.”, and more stringent hybridization conditions include “0.5 ⁇ SSC, 0.1%.
  • a condition of “0.1 ⁇ SSC, 0.1% SDS, 65 ° C.” can be mentioned.
  • Hybridization conditions are described in J.JSambrook al, Molecular Cloning: lonA Laboratory Manual, Thrd Edition, Cold Spring Harbor Laboratory Press (2001).
  • examples of the method for determining the base sequence include the CAGE method, the TSS-seq method, the RNA-seq method, the DGE method, and the SAGE method, and the CAGE method is preferable.
  • a protein ie, translation product
  • DNA containing the transcription start site in SEQ ID NOs: 1 to 443, a molecule that interacts with the protein, a molecule that interacts with RNA, or a molecule that interacts with DNA is measured.
  • protein chip analysis, immunoassay (eg, ELISA, etc.), 1-hybrid method (PNAS 100, 12271-12276 (2003)) or 2-hybrid method (Biol. Reprod. 58, 302-311 (1998) )) Can be used and can be appropriately selected depending on the target.
  • an antibody against the expression product of the present invention in this case, a translation product
  • a biological sample an antibody against the expression product of the present invention
  • the polypeptide in the sample bound to the antibody is detected, and the level is detected.
  • This is done by measuring.
  • an antibody that binds to a primary antibody labeled with a radioisotope, a fluorescent substance, an enzyme, or the like as a secondary antibody is used. Labeling is performed, and signals derived from these labeling substances are measured with a radiation measuring instrument, a fluorescence detector, or the like.
  • the antibody against the translation product may be a polyclonal antibody or a monoclonal antibody. These antibodies can be produced according to a known method. Specifically, the polyclonal antibody is used to immunize non-human animals such as rabbits by using a protein expressed and purified in E. coli or the like according to a conventional method, or by synthesizing a partial polypeptide of the protein according to a conventional method, It can be obtained from the serum of the immunized animal according to a conventional method.
  • a monoclonal antibody is obtained by immunizing a non-human animal such as a mouse with a protein expressed and purified in Escherichia coli according to a conventional method or a partial polypeptide of the protein, and fusing the obtained spleen cells with myeloma cells. It can be obtained from the prepared hybridoma cells.
  • the expression level of the expression product of the present invention in a biological sample derived from a cancer tissue separated from a colorectal cancer patient is measured, and the risk of colorectal cancer metastasis or recurrence is evaluated based on the expression level. Is done. Specifically, the expression level of the detected expression product of the present invention is evaluated by comparing it with a control level.
  • control level refers to, for example, the expression level of the expression product in a cancer tissue isolated from a colon cancer patient without metastasis or recurrence, or a normal tissue isolated from a colon cancer patient, or Expression level of the expression product in a group of healthy people who have not developed cancer.
  • the expression level of the expression product in the cancer tissue of the target patient is close to the expression level in a cancer tissue, normal tissue, or tissue derived from a healthy person isolated from a colon cancer patient who does not metastasize or recur. If it falls within the level range, or is significantly higher (or lower) than the expression level, the colorectal cancer of the patient can be evaluated as having no metastasis, low metastatic potential, or low risk of recurrence.
  • the risk of colorectal cancer metastasis or recurrence in the present invention can be evaluated by increasing / decreasing the expression level of the expression product of the present invention.
  • a control level for example, a standard value (threshold level) based on the expression level of the expression product derived from a normal tissue, a cancer tissue isolated from a colon cancer patient without metastasis or recurrence, or a healthy tissue.
  • a standard value for example, a range of ⁇ 2SD is set as an allowable range.
  • the colorectal cancer of the patient can be evaluated as having no metastasis, low metastatic potential, or low recurrence risk. .
  • the risk of colorectal cancer metastasis or recurrence is evaluated based on the provided information in combination with other methods (CT, MRI, PET-CT, etc.) as necessary. If it is determined that there is a possibility of metastasis or recurrence, for example, chemotherapy can be performed. On the other hand, when it is determined that the possibility of metastasis or recurrence is low, it is considered unnecessary to perform these treatments.
  • the test kit for evaluating the risk of metastasis or recurrence of colorectal cancer of the present invention contains a test reagent for measuring the expression level of the expression product of the present invention in a biological sample separated from a patient.
  • a test reagent for nucleic acid amplification or hybridization containing an oligonucleotide that specifically binds (hybridizes) to the expression product (transcription product) or the like of the present invention, or the expression product (translation product) of the present invention.
  • Oligonucleotides, antibodies and the like included in the kit can be obtained by known methods as described above.
  • the test kit can contain a labeling reagent, a buffer solution, a chromogenic substrate, a secondary antibody, a blocking agent, instruments and controls necessary for the test, and the like.
  • Example 1 Transcription for distinguishing “with recurrence” and “without recurrence”, “with liver metastasis” and “without liver metastasis”, or “with lymph node metastasis” and “without lymph node metastasis” in colorectal cancer Extraction and verification of starting area (1) Obtaining specimen samples After surgical removal of the large intestine including colorectal cancer, a portion of the cancer tissue was cut out and immediately placed in a microtube and frozen in liquid nitrogen. It was stored in an ultra-low temperature chamber of degree C and used appropriately for analysis. The samples used are as follows.
  • ⁇ 1f Colorectal cancer patients who are advanced stage 2 women who have not undergone postoperative chemotherapy> ⁇ Transcription start region extraction ⁇ Evaluation sample 21 specimens (no recurrence: 19 specimens, recurrence: 2 specimens) ⁇ 1m: Colorectal cancer patients who are advanced stage 2 men who have not undergone postoperative chemotherapy> ⁇ Transcription start region extraction / 40 samples for evaluation (no recurrence: 33 specimens, recurrence: 7 specimens) ⁇ 2f: Colorectal cancer patients who are advanced stage 3a or 3b women who have not undergone postoperative chemotherapy> ⁇ Sample 6 for extracting transcription start region (no recurrence: 4 specimens, recurrence: 2 specimens) ⁇ Verification sample 3 specimens (no recurrence: 2 specimens, recurrence: 1 specimen) ⁇ 2m: Colorectal cancer patients who are men with advanced stage 3a or 3b and who have not undergone postoperative chemotherapy> -E
  • tissue pieces were appropriately frozen and stored at -80 ° C.
  • the preserved tissue piece is placed in a 2 mL microtube so that the tissue piece is 50 mg or less, QIAzol manufactured by Qiagen is added, and one zirconia bead is sealed and crushed by osmosis treatment using TissueLyser manufactured by Qiagen. did.
  • RNA was prepared for RNA according to the attached protocol using miRNeasy mini kit manufactured by Qiagen.
  • the prepared RNA was measured for ultraviolet absorption (230, 260, 280 nm) with a spectrophotometer to calculate 260/230, 260/280 ratios, and the quality of the RNA was tested.
  • electrophoresis was performed using BioAnalyzer RNA nano chip manufactured by Agilent, and the RIN value indicating the degree of RNA degradation was calculated to test the degree of RNA degradation.
  • CAGE library preparation 5 ⁇ g of purified RNA was prepared, and unamplified untagged CAGE method (advanced method for cell engineering, next-generation sequencer purpose), Juno Kanno, Satoshi Suzuki, Gakken Medical Shujunsha, 2012 09 “Chapter 3”, “Chapter 3“ Exhaustive promoter analysis (non-amplified CAGE method using Illumina sequencer) ”” was prepared).
  • the purified RNA was subjected to reverse transcription reaction and purified, and then aldehyde was formed by participation of a ribose diol with sodium periodate, and biotin hydrazide was added to add biotin to the aldehyde group.
  • RNA / cDNA double strand biotinylated with avidin magnetic beads was bound to the bead surface, and the cDNA was released and recovered by RNase H digestion and heat treatment.
  • sequencing was performed using HiSeq 2500 manufactured by Illumina.
  • the standard conditions of AMPure XP (manufactured by Beckman Coulter) used for purification, buffer replacement, etc. in this step are conditions for recovering nucleic acids having a length of 100 bases or more in the case of double strands.
  • the CAGE library produced by this process using this is composed of double-stranded DNA having a chain length of 100 bases or more.
  • Example 2 Surgical specimens other than those used in Example 1, 55 females (26 specimens with lymph node metastasis, 29 specimens without lymph node metastasis), 91 male specimens (38 specimens with lymph node metastasis, 53 no lymph node metastasis) Using each of the specimens, a CAGE library was prepared in the same manner as in Example 1, and transcription initiation regions having different activities were extracted between the group with lymph node metastasis and the group without lymph node metastasis.
  • the transcriptional activity level of the transcription initiation region represented by SEQ ID NO: 290 for females is SEQ ID NOS: 304, 309, 311, 317, 320, 343, 347, 351, 369, 372, 396, 400, 405, for males. It was confirmed that the transcriptional activity levels of the transcription initiation regions indicated by 426 and 441 differed significantly between the groups with and without metastasis (Tables 21 and 22).
  • the present invention it is possible to objectively determine or predict the risk of colorectal cancer metastasis or recurrence by examining the primary focus of colorectal cancer collected before or during surgery. This can be expected to contribute to the medical field and clinical laboratory field.

Abstract

Provided is a method for objectively and rapidly predicting the risk of metastasis or recurrence of colon cancer with high precision. This method includes a step for measuring expression levels in one or more types of expression products in DNA including transcription initiation regions for biological samples derived from cancerous tissue isolated from colon cancer patients, and evaluates the risk of metastasis or recurrence of colon cancer in those patients.

Description

大腸がんの転移又は再発リスクの評価方法Evaluation method for colorectal cancer metastasis or recurrence risk
(関連出願及び参照による援用)
 本出願は、2014年1月31日に出願した日本国特願2014-017945の優先権を主張するものであり、その全内容は本明細書において参照として援用される。
 また、本明細書に引用される全ての文献は、あらゆる目的から全体として参照により援用される。いずれの文献の引用も、それが本発明に関する先行技術であることを認めるものと解釈されてはならない。
(Related applications and incorporation by reference)
This application claims the priority of Japanese Patent Application No. 2014-017945 filed on January 31, 2014, the entire contents of which are incorporated herein by reference.
Also, all documents cited herein are incorporated by reference in their entirety for all purposes. Citation of any document should not be construed as an admission that it is prior art with respect to the present invention.
 本発明は、大腸がんの転移又は再発のリスクを分子レベルで評価する手法に関する。 The present invention relates to a method for evaluating the risk of colorectal cancer metastasis or recurrence at the molecular level.
 大腸がんは大腸(盲腸、結腸、直腸)に発生するがん腫であり、部位別にそれぞれ盲腸がん、結腸がん、直腸がんと称されている。大腸がんは肝臓や周囲のリンパ節に転移することも多く、転移の有無は、生命予後に重要な影響を及ぼすとともに抗がん剤や外科手術などの治療選択に大きな影響を及ぼす。そのため、大腸がんは、腫瘍の大きさと周辺組織への浸潤度およびリンパ節と他臓器への転移による分類法(TNM分類)により細かく分類され、また、TNM分類の結果を基に進行度をステージ0~ステージ4に分類している。 Colorectal cancer is a carcinoma that occurs in the large intestine (cecum, colon, rectum), and is referred to as cecal cancer, colon cancer, and rectal cancer according to the site. Colorectal cancer often metastasizes to the liver and surrounding lymph nodes, and the presence or absence of metastasis has an important effect on the prognosis of the life and greatly affects treatment options such as anticancer drugs and surgery. Therefore, colorectal cancer is finely classified by the classification method (TNM classification) based on the size of the tumor, the degree of invasion to surrounding tissues, and metastasis to lymph nodes and other organs, and the degree of progression is based on the results of the TNM classification. It is classified into stage 0 to stage 4.
 手術が必要な大腸がんの手術後の治療については、例えば、ステージ2の大腸がんの治療では再発リスクが小さいとして化学療法を追加しない場合もあった。しかしながら、その後に一部の症例は再発する。また、周囲リンパ節に転移を認めるステージ3の大腸がんの再発リスクは、がん細胞が転移したリンパ節の部位と数で評価され、それを指標とした分類に基づく治療がなされている。そしてその治療においては、術後の化学療法が推奨され、同じステージ3であってもTNM分類の違いで異なる化学療法を行う試みがなされているが、化学療法を受けなくても再発せず予後良好の場合があるため術後に化学療法を希望しない患者もいる。しかしながら、その一部は再発するなど、治療方法の選択にばらつきがあった。また、同じグループに分類され同じ治療を受けた患者でも再発の有無がある。 For post-surgery treatment of colorectal cancer that requires surgery, for example, in stage 2 colorectal cancer treatment, chemotherapy may not be added because the risk of recurrence is low. However, some cases then recur. In addition, the risk of recurrence of stage 3 colorectal cancer in which metastasis to the surrounding lymph nodes is recognized is evaluated by the number and location of lymph nodes to which cancer cells have metastasized, and treatment based on the classification based on that is performed. In the treatment, postoperative chemotherapy is recommended, and even in the same stage 3, an attempt has been made to perform different chemotherapy due to the difference in TNM classification, but prognosis does not recur even without chemotherapy. Some patients do not want chemotherapy after surgery because they may be good. However, there were variations in the choice of treatment method, including some recurrence. In addition, patients who have been classified into the same group and who received the same treatment may or may not relapse.
 また、大腸がんの治療では手術後の再発に速やかに対応するため、一定の間隔で診察・検査(フォローアップ)を行うが、再発の有無を予測するよい基準がないため、取りこぼしを少なくしようとするとフォローアップの回数が多くなり、患者、医療機関、国費で賄う保険制度ともに負担となっているのが現状である。 Also, in colorectal cancer treatment, examinations and examinations (follow-up) are performed at regular intervals in order to respond quickly to recurrence after surgery, but there is no good standard for predicting the presence or absence of recurrence, so let's reduce oversight Then, the number of follow-ups is increasing, and the current situation is that the insurance system covered by patients, medical institutions, and government funds is a burden.
 また、肝転移もリンパ節転移も病理組織診断で最終診断がされる現在の画像診断技術では、微小な肝転移やリンパ節転移を特定することは困難であった。そのため、手術中もしくは手術後の病理組織診断でなければ、リンパ節転移の程度は判明しない。 In addition, it has been difficult to identify minute liver metastasis and lymph node metastasis with the current diagnostic imaging technique in which liver metastasis and lymph node metastasis are finally diagnosed by histopathological diagnosis. Therefore, the degree of lymph node metastasis cannot be determined unless the histopathological diagnosis is performed during or after surgery.
 一方、近年、遺伝子の発現状態の比較によって、ある状態にある細胞で発現している遺伝子を網羅的に解析し、その種類や発現レベルを細胞間で比較する、遺伝子の発現解析(expression analysis)ための手法が開発されている。例えば、転写開始部位の遺伝子の発現状態をシーケンス情報として網羅的に解析するRNA-seq(非特許文献1)やCAGE(Cap Analysis Gene Expression:非特許文献2)等が知られている。このうち、CAGE法は、mRNA等の長いキャップ付RNAを選択し、その5’末端を無作為かつ大量に配列決定することで転写開始点の活性を網羅的に定量化できるという特徴を有する。 On the other hand, in recent years, gene expression analysis (expression) analysis), in which genes expressed in cells in a certain state are comprehensively analyzed by comparing gene expression states, and their types and expression levels are compared between cells. Techniques have been developed for this purpose. For example, RNA-seq (Non-Patent Document 1) and CAGE (Cap Analysis Gene Expression: Non-Patent Document 2) that comprehensively analyze the expression state of the gene at the transcription start site as sequence information are known. Among these, the CAGE method is characterized in that the activity of the transcription start site can be comprehensively quantified by selecting a long capped RNA such as mRNA and sequencing the 5 'end randomly and in large quantities.
 しかしながら、ヒトゲノムにおける転写開始領域の発現レベルと特定の疾患との関係についてはこれまでに全く報告されていない。 However, the relationship between the expression level of the transcription initiation region in the human genome and a specific disease has never been reported so far.
 本発明は、大腸がんの転移又は再発のリスクを、高い精度で、客観的かつ迅速に予測する手法を提供することに関する。 The present invention relates to providing a method for objectively and rapidly predicting the risk of colorectal cancer metastasis or recurrence with high accuracy.
 本発明者らは、手術によって得られる大腸がん組織のうち、再発があるものとないもの、肝転移があるものとないもの、及びリンパ節転移があるものとないものからRNAを抽出し、CAGE解析法を用いて転写開始領域(Transcript Start Site;TSS)付近の発現状態をシーケンス情報として網羅的に解析した結果、特定の転写開始領域を含むDNAの発現レベルが当該2群間で有意に異なり、これを指標として、「再発あり」と「再発なし」、「肝転移あり」と「肝転移なし」、又は「リンパ節転移あり」と「リンパ節転移なし」とを判別できることを見出した。 The present inventors extract RNA from colon cancer tissues obtained by surgery, those with and without recurrence, those with and without liver metastasis, and those with and without lymph node metastasis, As a result of comprehensive analysis of the expression state in the vicinity of the transcription start region (Transcript Start Site; TSS) as sequence information using the CAGE analysis method, the expression level of DNA containing a specific transcription start region is significantly between the two groups. Differently, using this as an index, we found that “with recurrence” and “without recurrence”, “with liver metastasis” and “without liver metastasis”, or “with lymph node metastasis” and “without lymph node metastasis” .
 すなわち、本発明は、以下の1)~3)に係るものである。
 1)大腸がん患者から分離されたがん組織由来の生体試料について、転写開始領域を含むDNAの1種又は2種以上の発現産物の発現レベルを測定する工程を含む、当該患者の大腸がんの転移又は再発リスクを評価する方法。
 2)前記DNAの転写産物と特異的にハイブリダイズするオリゴヌクレオチド、又は前記DNAの翻訳産物を認識する抗体を含有する1)の方法に用いる大腸がんの転移又は再発リスクを評価するための検査用キット。
 3)転写開始領域を含むDNAの1種又は2種以上の発現産物の、大腸がんの転移又は再発のリスクを評価するためのマーカーとしての使用。
That is, the present invention relates to the following 1) to 3).
1) For a biological sample derived from a cancer tissue separated from a colorectal cancer patient, the large intestine of the patient includes a step of measuring the expression level of one or more expression products of DNA including a transcription initiation region. To assess the risk of cancer metastasis or recurrence.
2) A test for evaluating the risk of metastasis or recurrence of colorectal cancer used in the method 1), which comprises an oligonucleotide that specifically hybridizes with the transcription product of DNA or an antibody that recognizes the translation product of DNA. For kit.
3) Use of one or more expression products of DNA containing a transcription initiation region as a marker for evaluating the risk of colorectal cancer metastasis or recurrence.
 本発明によれば、例えば、リンパ節転移の無い患者でも再発リスクの有無が迅速かつ的確に判断できるようになる。また、転移や再発の有無の予測を行うことができるので、転移や再発が予想される(再発リスクの高い)患者に対するきめ細かいフォローアップやフォローアップ回数の最適化と、必要に応じた適切な治療法(化学療法等)を実施することで予後の改善が見込まれる。また、本発明の方法を用いることにより、治療効果のばらつきが小さい最適な治療法を選択できる新たな分類法が確立できる。 According to the present invention, for example, the presence or absence of recurrence risk can be determined quickly and accurately even in a patient without lymph node metastasis. In addition, since the presence or absence of metastasis or recurrence can be predicted, detailed follow-up and optimization of the number of follow-ups for patients who are expected to have metastasis or recurrence (high risk of recurrence) and appropriate treatment as needed Prognosis is expected to improve by implementing a method (such as chemotherapy). In addition, by using the method of the present invention, a new classification method that can select an optimal treatment method with small variation in treatment effect can be established.
(A)腸癌取扱規約第8版による進行度分類、(B)UICC 7th editionによる進行度分類(A) Progression classification according to the 8th edition of the intestinal cancer handling agreement, (B) Progression classification according to UICC 7th edition 大腸癌取扱規約第8版とTNM分類の対照表Colorectal cancer handling rules 8th edition and TNM classification comparison table
 本発明において、大腸がんとは、大腸(盲腸、結腸、直腸)に発生するがん腫を意味する。 In the present invention, colorectal cancer means a carcinoma that occurs in the large intestine (cecum, colon, rectum).
 本発明において、転移とは、大腸がんがリンパ節や他の臓器において増殖することを意味し、転移の評価とは、転移の有無又は転移能(大腸がんが多臓器へ転移して増殖する能力)の有無を評価又は測定することを意味する。好適には、肝転移又はリンパ節転移を評価又は測定することが挙げられる。 In the present invention, metastasis means that colon cancer grows in lymph nodes and other organs, and evaluation of metastasis means the presence or absence of metastasis or metastasis ability (colorectal cancer metastasizes to multiple organs and grows). To evaluate or measure the presence or absence of Preferable examples include evaluating or measuring liver metastasis or lymph node metastasis.
 本発明において、「再発リスク」とは再発のしやすさを意味する。「再発」とは、生体から腫瘍を摘出して一定期間経過した後、同じ部位に悪性腫瘍が再現する場合、及び腫瘍細胞が原発巣から分離して遠隔組織へ運ばれそこで自立的に増殖する場合をいう。再発が起こるか否かは腫瘍細胞の増殖能、生存能、移動能等に左右される。 In the present invention, “risk of recurrence” means the likelihood of recurrence. “Relapse” refers to a case in which a malignant tumor reappears at the same site after the tumor has been removed from the living body for a certain period of time, and when tumor cells are separated from the primary lesion and carried to a distant tissue where they proliferate autonomously. Refers to cases. Whether or not recurrence occurs depends on the proliferative ability, viability, and migration ability of tumor cells.
 本発明における再発リスクの評価は、特に、ステージ2、ステージ3の患者の再発リスクを評価することに適し、より好ましくは、ステージ2であって術後化学療法を行っていない患者の再発リスク、ステージ3a又は3bであって術後化学療法を行った又は行わない患者の再発リスクを評価することに適する。 The assessment of recurrence risk in the present invention is particularly suitable for assessing the recurrence risk of patients in stage 2 and stage 3, more preferably, the recurrence risk of patients who are in stage 2 and have not undergone postoperative chemotherapy, Suitable for assessing the risk of recurrence in patients at stage 3a or 3b who have or have not undergone postoperative chemotherapy.
 本明細書において示す進行度ステージは、大腸癌取扱規約第8版(大腸癌研究会(JSCCR))の進行度分類によるステージ又はこれに相当するステージを意味するものとし、これに相当するステージとしては、例えば国際対がん連合(UICC)によるTNM分類による進行度分類(UICC 7th edition)における同等のステージが挙げられる。参考までに、大腸癌取扱規約第8版による進行度分類と、UICC 7th editionによる進行度分類を図1に、大腸癌取扱規約第8版とTNM分類の対照表を図2に示す。 The stage of progression shown in this specification means a stage according to the classification of the degree of progression of the Colorectal Cancer Handling Regulations 8th Edition (Colon Cancer Society (JSCCR)) or a stage corresponding thereto, and a stage corresponding thereto For example, an equivalent stage in the progress classification (UICC 7th edition) by the TNM classification by the International Union for Cancer (UICC) can be mentioned. For reference, FIG. 1 shows the progression classification according to the 8th edition of the Colorectal Cancer Handling Regulations and the progression classification based on the UICC 7th edition, and FIG. 2 shows a comparison table between the 8th edition of the Colorectal Cancer Handling Regulations and the TNM classification.
 大腸癌取扱規約第8版による、ステージ2とは、がんが大腸の固有筋層を超えて漿膜下層や大腸壁の外にまで浸潤しているがリンパ節転移,遠隔転移が見られない状態を指し、ステージ3は、がんが大腸だけでなくリンパ節へと転移している状態で、さらにステージ3はaとbに分けられる。ステージ3aは、がんが大腸だけでなく傍直腸リンパ節あるいは中間リンパ節へと転移しているが、転移陽性のリンパ節が3つ以内のもので、ステージ3bはこれが4つ以上のもの、又は主リンパ節へ転移を認めるものを指す。 Stage 2 according to the 8th edition of the colorectal cancer handling protocol is the condition where the cancer has invaded beyond the intrinsic muscle layer of the large intestine to the lower serosa and the outside of the large intestine wall, but no lymph node metastasis or distant metastasis is seen Stage 3 is a state where cancer has metastasized not only to the large intestine but also to lymph nodes, and stage 3 is further divided into a and b. In stage 3a, cancer has metastasized not only to the large intestine but also to the pararectal lymph nodes or intermediate lymph nodes, but there are no more than 3 metastatic positive lymph nodes, and stage 3b has 4 or more. Or refers to those with metastasis to the main lymph nodes.
 本発明において用いられる生体試料は、評価対象となる大腸がん患者から分離された大腸がん組織である。当該生体試料は、測定に供するために適宜調製・処理される。例えば試料を核酸レベルでの測定に供する場合はRNA抽出液が調製され、試料をタンパク質レベルでの測定に供する場合はタンパク質抽出液が調製される。 The biological sample used in the present invention is a colorectal cancer tissue separated from a colorectal cancer patient to be evaluated. The biological sample is appropriately prepared and processed for use in measurement. For example, when the sample is subjected to measurement at the nucleic acid level, an RNA extract is prepared, and when the sample is subjected to measurement at the protein level, a protein extract is prepared.
 生体試料からRNAを抽出する方法は、公知の任意の方法を用いることができる。具体的には、ライフテクノロジーズ社製Ambion RiboPureキット、キアゲン社製miRNeasy、同社製RNeasyが例示できるが、これらのうちキアゲン社製miRNeasyキットが好適に用いられる。 Any known method can be used as a method for extracting RNA from a biological sample. Specific examples include Ambion RiboPure kit manufactured by Life Technologies, miRNeasy manufactured by Qiagen, and RNeasy manufactured by Qiagen. Among these, the miRNeasy kit manufactured by Qiagen is preferably used.
 本明細書において、「核酸」又は「ポリヌクレオチド」と云う用語は、DNA又はRNAを意味する。また、「DNA」とは、2本鎖DNAのみならず、それを構成するセンス鎖及びアンチセンス鎖という各1本鎖DNAを包含する。従って、DNAには、2本鎖のゲノムDNA、1本鎖のcDNAや該DNAと相補的な配列を有する1本鎖DNA等が包含される。また、「RNA」には、total RNA、mRNA、rRNA及び合成のRNAのいずれもが含まれる。 In the present specification, the term “nucleic acid” or “polynucleotide” means DNA or RNA. In addition, “DNA” includes not only double-stranded DNA but also single-stranded DNAs comprising a sense strand and an antisense strand constituting the DNA. Accordingly, the DNA includes double-stranded genomic DNA, single-stranded cDNA, single-stranded DNA having a sequence complementary to the DNA, and the like. “RNA” includes any of total RNA, mRNA, rRNA, and synthetic RNA.
 本発明において、配列番号1~443で示される塩基配列からなるDNA(転写開始領域とその下流に連続する100塩基からなるヒトゲノムDNA)の転写産物は、実施例で示すとおり、1)ステージ2であって術後化学療法を行っていない大腸がん患者(男・女)において、再発があった検体と再発がない検体、2)ステージ3a又は3bであって術後化学療法を行っていない大腸がん患者(男・女)において、再発があった検体と再発がない検体、3)ステージ3a又は3bであって術後化学療法を行った大腸がん患者(男・女)において、再発があった検体と再発がない検体、4)大腸がん患者(男・女)において、肝転移がない検体と肝転移がある検体、5)大腸がん患者(男・女)において、リンパ節転移がない検体とリンパ節転移がある検体について、CAGE(Cap Analysis Gene Expression)解析法を用いて、ゲノム上の転写開始領域を含む下流100ベース以上のDNAの発現状態を網羅的に解析した結果、夫々の2群間でその発現レベル(転写活性)に有意な差異が認められたものである。具体的には、1)~5)の検体のRNAの転写活性について、「再発あり」又は「転移あり」から得られた臨床検体由来プロファイル群、「再発なし」又は「転移なし」から得られた臨床検体由来プロファイル群の間における差分解析をR/Bioconductor edgeRパッケージ(Bioinformatics. 2010 Jan 1;26(1):139-40)を用い、閾値としてFDR(false discovery rate)5%を設定し、抽出されたものである。 In the present invention, a transcription product of DNA consisting of the nucleotide sequence shown in SEQ ID NOs: 1 to 443 (human genomic DNA consisting of a transcription initiation region and 100 bases continuous downstream thereof) is 1) in stage 2 as shown in the Examples In patients with colorectal cancer (male / female) who have not undergone postoperative chemotherapy, specimens with recurrence and specimens with no recurrence 2) Colon in stage 3a or 3b without postoperative chemotherapy Specimens with and without recurrence in cancer patients (male / female), 3) Recurrence in colorectal cancer patients (male / female) who received postoperative chemotherapy at stage 3a or 3b Specimens with no recurrence 4) Patients with colorectal cancer (male / female), specimens without liver metastasis and specimens with liver metastasis 5) Lymph node metastasis in patients with colorectal cancer (male / female) Specimens and lymph without As a result of comprehensive analysis of the expression state of DNA more than 100 bases downstream including the transcription start region on the genome, using the CAGE (Cap Analysis Analysis) analysis method for samples with metastasis, between the two groups. A significant difference was observed in the expression level (transcription activity). Specifically, the RNA transcriptional activity of the specimens 1) to 5) is obtained from the clinical specimen-derived profile group obtained from “with recurrence” or “with metastasis”, “without recurrence” or “without metastasis”. The R / Bioconductor edgeR package (Bioinformatics. 2010 Jan 1; 26 (1): 139-40) is used for the differential analysis between the clinical specimen-derived profile groups, and the threshold is set to 5% as a threshold value of FDR (false discovery rate). It has been extracted.
 したがって、配列番号1~443で示される塩基配列における転写開始領域の任意の位置(転写開始点)の塩基とその下流に連続する1塩基以上からなるDNA(以下、「配列番号1~443における転写開始点を含むDNA」と称する)の(又はそれによってコードされる)発現産物(「本発明の発現産物」と云う)は、大腸がんの転移又は再発リスクを評価するためのバイオマーカーとなり得る。
 より詳細には以下のとおりである。
Therefore, DNA consisting of a base at an arbitrary position (transcription start point) in the transcription start region in the base sequence represented by SEQ ID NOs: 1 to 443 and one or more bases downstream thereof (hereinafter referred to as “transcription in SEQ ID NOs: 1 to 443”). The expression product (referred to as “the expression product of the present invention”) (referred to as “the DNA containing the starting point”) (or encoded thereby) can be a biomarker for assessing the risk of colorectal cancer metastasis or recurrence. .
More details are as follows.
1f)配列番号1~23における転写開始点を含むDNAの発現産物
 ステージ2であって術後化学療法を行っていない大腸がん患者(女性)において、再発リスクを評価するためバイオマーカー。
 当該DNAの発現産物は、何れも再発リスクが高い場合に発現レベルが上がるマーカーである。
1m)配列番号24~37における転写開始点を含むDNAの発現産物
 ステージ2であって術後化学療法を行っていない大腸がん患者(男性)において、再発リスクを評価するためバイオマーカー。
 当該DNAの発現差物は、何れも再発リスクが高い場合に発現レベルが上がるマーカーである。
2f)配列番号38~63における転写開始点を含むDNAの発現産物
 ステージ3a又は3bであって術後化学療法を行っていない大腸がん患者(女性)において、再発リスク評価するためバイオマーカー。
 このうち、配列番号38~62における転写開始点を含むDNAの発現産物は、再発リスクが高い場合に発現レベルが上がるマーカーであり、配列番号63における転写開始点を含むDNAの発現産物は再発リスクが高い場合に発現レベルが下がるマーカーである。
2m)配列番号64~179における転写開始点を含むDNAの発現産物
 ステージ3a又は3bであって術後化学療法を行っていない大腸がん患者(男性)において、再発リスク評価するためバイオマーカー。
 当該DNAの発現産物は、何れも再発リスクが高い場合に発現レベルが上がるマーカーである。
3f)配列番号180~217における転写開始点を含むDNAの発現産物
 ステージ3a又は3bであって術後化学療法を行った大腸がん患者(女性)において、再発リスク評価するためバイオマーカー。
 当該DNAの発現産物は、何れも再発リスクが高い場合に発現レベルが上がるマーカーである。
3m)配列番号218~253における転写開始点を含むDNAの発現産物
 ステージ3a又は3bであって術後化学療法を行った大腸がん患者(男性)において、再発リスク評価するためバイオマーカー。
 当該DNAの発現産物は、何れも再発リスクが高い場合に発現レベルが上がるマーカーである。
4f)配列番号254~262における転写開始点を含むDNAの発現産物
 大腸がん患者(女性)において、肝転移を評価するためバイオマーカー。
 当該DNAの発現産物は、何れも肝転移の可能性が高い場合に発現レベルが上がるマーカーである。
4m)配列番号263~288における転写開始点を含むDNAの発現産物
 大腸がん患者(男性)において、肝転移を評価するためバイオマーカー。
 このうち、配列番号263~287における転写開始点を含むDNAの発現産物は、肝転移の可能性が高い場合に発現レベルが上がるマーカーであり、配列番号288における転写開始点を含むDNAの発現産物は肝転移の可能性が高い場合に発現レベルが下がるマーカーである。
5f)配列番号289~299における転写開始点を含むDNAの発現産物
 大腸がん患者(女性)において、リンパ節転移を評価するためバイオマーカー。
 当該DNAの発現産物は、何れもリンパ節転移の可能性が高い場合に発現レベルが上がるマーカーである。
5m)配列番号300~443における転写開始点を含むDNAの発現産物
 大腸がん患者(男性)において、リンパ節転移を評価するためバイオマーカー。
 このうち、配列番号300~442における転写開始点を含むDNAは、リンパ節転移の可能性が高い場合に発現レベルが上がるマーカーであり、配列番号443における転写開始点を含むDNAの発現産物はリンパ節転移の可能性が高い場合に発現レベルが下がるマーカーである。
1f) A biomarker for evaluating the risk of recurrence in a colorectal cancer patient (female) who is in the expression product stage 2 of DNA containing the transcription start site in SEQ ID NOS: 1 to 23 and has not undergone postoperative chemotherapy.
The DNA expression product is a marker that increases the expression level when the risk of recurrence is high.
1m) A biomarker for evaluating the risk of recurrence in a colorectal cancer patient (male) who is an expression product stage 2 of DNA containing the transcription start point in SEQ ID NOs: 24-37 and has not undergone postoperative chemotherapy.
The differential expression of the DNA is a marker that increases the expression level when the risk of recurrence is high.
2f) A biomarker for assessing the risk of recurrence in colorectal cancer patients (female) who are in the expression product stage 3a or 3b of the DNA containing the transcription start point in SEQ ID NOs: 38 to 63 and have not undergone postoperative chemotherapy.
Among these, the DNA expression product including the transcription start point in SEQ ID NOs: 38 to 62 is a marker whose expression level increases when the recurrence risk is high, and the DNA expression product including the transcription start point in SEQ ID NO: 63 is the recurrence risk. It is a marker that decreases the expression level when is high.
2m) A biomarker for assessing the risk of recurrence in a colorectal cancer patient (male) who has not undergone postoperative chemotherapy at the expression product stage 3a or 3b of the DNA containing the transcription start site in SEQ ID NOs : 64-179.
The DNA expression product is a marker that increases the expression level when the risk of recurrence is high.
3f) A biomarker for evaluating the risk of recurrence in colorectal cancer patients (female) who have undergone postoperative chemotherapy at the expression product stage 3a or 3b of the DNA containing the transcription start site in SEQ ID NOs: 180 to 217 .
The DNA expression product is a marker that increases the expression level when the risk of recurrence is high.
3m) A biomarker for evaluating the risk of recurrence in colorectal cancer patients (male) who have undergone postoperative chemotherapy at the expression product stage 3a or 3b of the DNA containing the transcription start point in SEQ ID NOs: 218 to 253 .
The DNA expression product is a marker that increases the expression level when the risk of recurrence is high.
4f) DNA expression product containing the transcription start site in SEQ ID NOs: 254 to 262 A biomarker for evaluating liver metastasis in colorectal cancer patients (female).
The expression product of the DNA is a marker that increases the expression level when the possibility of liver metastasis is high.
4m) DNA expression product containing the transcription start site in SEQ ID NOS: 263 to 288 Biomarker for evaluating liver metastasis in colorectal cancer patients (male).
Among these, the DNA expression product containing the transcription start point in SEQ ID NOs: 263 to 287 is a marker whose expression level increases when the possibility of liver metastasis is high, and the DNA expression product containing the transcription start point in SEQ ID NO: 288 Is a marker that decreases the expression level when the possibility of liver metastasis is high.
5f) DNA expression product containing the transcription start site in SEQ ID NOs: 289 to 299 Biomarker for evaluating lymph node metastasis in colorectal cancer patients (female).
The expression product of the DNA is a marker that increases the expression level when the possibility of lymph node metastasis is high.
5m) DNA expression product containing the transcription start site in SEQ ID NOs: 300 to 443 A biomarker for evaluating lymph node metastasis in colorectal cancer patients (male).
Among these, the DNA containing the transcription start point in SEQ ID NOs: 300 to 442 is a marker whose expression level increases when the possibility of lymph node metastasis is high, and the expression product of the DNA containing the transcription start point in SEQ ID NO: 443 is lymphatic It is a marker that decreases the expression level when the possibility of node metastasis is high.
 本発明において、「転写開始領域」は、転写開始点を含む領域をいう。特定のプロモーターからの転写開始点は単一の塩基に限定されず、ゲノム上のプロモーターの下流の複数の位置に存在する塩基であり得る。これらの複数の転写開始点を含む領域を本明細書において転写開始領域と称する。より詳細には、転写開始領域は、複数の転写開始点のうち最も5’側に位置する転写開始点と最も3’側に位置する転写開始点との間の領域である。配列番号1~443で示される塩基配列の各々において、転写開始領域は1位(5’末端)の塩基と3’末端から101番目の塩基とによって両端が規定される領域に相当する5’末端を形成する塩基領域である。換言すると、配列番号1~443で示される塩基配列の各々には、転写開始領域と、転写開始領域中の最も3’側に位置する転写開始点に続く100個の塩基が示されている。本明細書においては、斯かる転写開始領域を「配列番号1~443において示される転写開始領域」とも称する。 In the present invention, the “transfer start area” refers to an area including a transfer start point. The transcription start point from a specific promoter is not limited to a single base, and may be a base present at a plurality of positions downstream of the promoter on the genome. A region including a plurality of these transfer start points is referred to as a transfer start region in this specification. More specifically, the transfer start area is an area between a transfer start point located on the most 5 'side and a transfer start point located on the most 3' side among the plurality of transfer start points. In each of the base sequences represented by SEQ ID NOs: 1 to 443, the transcription start region is the 5 ′ end corresponding to the region defined at both ends by the base at position 1 (5 ′ end) and the 101st base from the 3 ′ end Is the base region that forms In other words, each of the base sequences represented by SEQ ID NOs: 1 to 443 shows a transcription start region and 100 bases following the transcription start point located on the most 3 'side in the transcription start region. In the present specification, such a transcription start region is also referred to as “a transcription start region shown in SEQ ID NOs: 1 to 443”.
 配列番号1~443において示される転写開始領域のゲノム上の位置、及びそれに関連する遺伝子情報等は後記表1~2、表3-1~3-2、表4-1~4-2、表5、表6-1~6-7、表7~9及び表10-1~10-6に示すとおりである。 The positions of the transcription start regions shown in SEQ ID NOs: 1 to 443 on the genome, and related gene information, etc. are shown in Tables 1-2, Tables 3-1 to 3-2, Tables 4-1 to 4-2, and Tables below. 5, Tables 6-1 to 6-7, Tables 7 to 9, and Tables 10-1 to 10-6.
 本発明において、発現産物の発現レベルが測定されるDNAは、配列番号1~443で示される塩基配列における、転写開始領域中の任意の位置(転写開始点)の塩基とその下流に続く1塩基以上の塩基配列からなるDNAである。 In the present invention, the DNA for which the expression level of the expression product is measured is a base at an arbitrary position (transcription start point) in the transcription start region and one base downstream thereof in the base sequence represented by SEQ ID NOs: 1 to 443. It is DNA consisting of the above base sequence.
 ここで、下流に続く塩基配列の塩基数は、発現産物を特定できる数であればよい。当該塩基数としては、例えば1塩基以上、5塩基以上、10塩基以上、15塩基以上、20塩基以上、25塩基以上、30塩基以上、40塩基以上、50塩基以上が挙げられる。また、当該塩基数としては、例えば10塩基以下、15塩基以下、20塩基以下、25塩基以下、30塩基以下、40塩基以下、50塩基以下、100塩基以下が挙げられる。 Here, the number of bases in the downstream base sequence may be any number that can identify the expression product. Examples of the number of bases include 1 base or more, 5 bases or more, 10 bases or more, 15 bases or more, 20 bases or more, 25 bases or more, 30 bases or more, 40 bases or more, 50 bases or more. Moreover, as the said base number, 10 bases or less, 15 bases or less, 20 bases or less, 25 bases or less, 30 bases or less, 40 bases or less, 50 bases or less, 100 bases or less are mentioned, for example.
 下流側の塩基は、CAGE法による測定の場合には特に必要ないが、ハイブリダイゼーションやPCRによる測定の際にはその精度を担保するために下流100塩基程度までの何れかの部分を対象とすることができ、転写開始領域とその下流100塩基からなるDNAのうち、少なくとも20塩基以上の長さのものであればゲノム全体を対象にした実験系であっても特定できる確率が高い。 The downstream base is not particularly necessary in the case of measurement by the CAGE method, but in the case of measurement by hybridization or PCR, any part up to about 100 bases downstream is targeted in order to ensure the accuracy. In addition, if the DNA has a length of at least 20 bases out of DNA consisting of the transcription start region and 100 bases downstream from it, there is a high probability that it can be identified even in an experimental system for the entire genome.
 また、当該DNAには、その発現産物が大腸がんの転移又は再発リスクを評価するためのバイオマーカーとなり得る限り、当該DNAの塩基配列と実質的に同一の塩基配列を有するDNAも包含される。ここで、実質的に同一の塩基配列とは、例えば、相同性計算アルゴリズムNCBI BLASTを用い、期待値=10;ギャップを許す;フィルタリング=ON;マッチスコア=1;ミスマッチスコア=-3の条件にて検索をした場合、配列番号1~443に示される塩基配列と90%以上、好ましくは95%以上、さらにより好ましく98%以上の同一性があることを意味する。 The DNA also includes DNA having a base sequence substantially identical to the base sequence of the DNA as long as the expression product can be a biomarker for evaluating the risk of colorectal cancer metastasis or recurrence. . Here, the substantially identical base sequence is, for example, using the homology calculation algorithm NCBI BLAST, expectation value = 10; allow gap; filtering = ON; match score = 1; mismatch score = −3 When searching, it means that there is 90% or more, preferably 95% or more, and still more preferably 98% or more identity with the base sequence shown in SEQ ID NOs: 1 to 443.
 斯かる本発明の発現産物は、1種又は2種以上を適宜組み合わせてその発現レベルを把握することにより、大腸がんの転移又は再発リスクを評価することが可能である。
 このうち、後記表11~15に示す閾値を設定した場合に、特異度100%・感度100%で分類できるもの、すなわち、一つの発現レベルのみを以って確実な判別が可能なDNAとして、以下のものが挙げられる。
Such expression products of the present invention can be used to assess the risk of colorectal cancer metastasis or recurrence by ascertaining the expression level by appropriately combining one or more of the expression products.
Among these, when threshold values shown in Tables 11 to 15 below are set, DNAs that can be classified with specificity 100% and sensitivity 100%, that is, DNA that can be reliably discriminated with only one expression level, The following are mentioned.
 前記、2f)ステージ3a又は3bであって術後化学療法を行っていない大腸がん患者(女性)の再発リスクの評価における、配列番号60、配列番号61、配列番号57又は配列番号56における転写開始点を含むDNAの発現産物。
 前記、2m)ステージ3a又は3bであって術後化学療法を行っていない大腸がん患者(男性)の再発リスクの評価における、配列番号134、配列番号111、配列番号65、配列番号94、配列番号137又は配列番号177における転写開始点を含むDNAの発現産物。
 前記、4f)大腸がん患者(女性)の肝転移の評価における、配列番号261、配列番号258、配列番号262又は配列番号260における転写開始点を含むDNAの発現産物。
 前記、4m)大腸がん患者(男性)の肝転移の評価における、配列番号283、配列番号284又は配列番号278における転写開始点を含むDNAの発現産物。
 前記、5m)大腸がん患者(男性)のリンパ節転移の評価における、
 配列番号330、配列番号348、配列番号422、配列番号406、配列番号353、配列番号365、配列番号339、配列番号395、配列番号372、配列番号311、配列番号368、配列番号389、配列番号350、配列番号356、配列番号383、配列番号349、配列番号363、配列番号344、配列番号433、配列番号408、配列番号371、配列番号307、配列番号357、配列番号370、配列番号327、配列番号418、配列番号434、配列番号385、配列番号340、配列番号390、配列番号440、配列番号430、配列番号325、配列番号328、配列番号375、配列番号423、配列番号407、配列番号305、配列番号333、配列番号411、配列番号362、配列番号393、配列番号364、配列番号399、配列番号424、配列番号354、配列番号441、配列番号382、配列番号379、配列番号361、配列番号323、配列番号304、配列番号431、配列番号404、配列番号426、配列番号415、配列番号377、配列番号360、配列番号435、配列番号419、配列番号337、配列番号367、配列番号400、配列番号405、配列番号391、配列番号378、配列番号335、配列番号388、配列番号313、配列番号402、配列番号386、配列番号319、配列番号318、配列番号409、配列番号429、配列番号321、配列番号308、配列番号373、配列番号312、配列番号342、配列番号381、配列番号396、配列番号416、配列番号343、配列番号351、配列番号421、配列番号413、配列番号366、配列番号324、配列番号394、配列番号401、配列番号437、配列番号380、配列番号439、配列番号412、配列番号398、配列番号310、配列番号438、配列番号428、配列番号336、配列番号425、配列番号397、配列番号329又は配列番号417における転写開始点を含むDNAの発現産物。
2f) Transcription in SEQ ID NO: 60, SEQ ID NO: 61, SEQ ID NO: 57, or SEQ ID NO: 56 in the assessment of recurrence risk in colorectal cancer patients (women) who are stage 3a or 3b and have not undergone postoperative chemotherapy An expression product of DNA containing the starting point.
2m) Sequence number 134, SEQ ID NO: 111, SEQ ID NO: 65, SEQ ID NO: 94, sequence in the evaluation of recurrence risk of colorectal cancer patients (male) who are stage 3a or 3b and have not undergone postoperative chemotherapy An expression product of DNA comprising the transcription start site in SEQ ID NO: 137 or SEQ ID NO: 177.
4f) A DNA expression product containing the transcription start point in SEQ ID NO: 261, SEQ ID NO: 258, SEQ ID NO: 262, or SEQ ID NO: 260 in the evaluation of liver metastasis of a colon cancer patient (female).
4m) An expression product of DNA containing the transcription start point in SEQ ID NO: 283, SEQ ID NO: 284, or SEQ ID NO: 278 in the evaluation of liver metastasis of a colon cancer patient (male).
In the evaluation of lymph node metastasis of 5m) colorectal cancer patient (male),
SEQ ID NO: 330, SEQ ID NO: 348, SEQ ID NO: 422, SEQ ID NO: 406, SEQ ID NO: 353, SEQ ID NO: 365, SEQ ID NO: 339, SEQ ID NO: 395, SEQ ID NO: 372, SEQ ID NO: 311, SEQ ID NO: 368, SEQ ID NO: 389, SEQ ID NO: 350, SEQ ID NO: 356, SEQ ID NO: 383, SEQ ID NO: 349, SEQ ID NO: 363, SEQ ID NO: 344, SEQ ID NO: 433, SEQ ID NO: 408, SEQ ID NO: 371, SEQ ID NO: 307, SEQ ID NO: 357, SEQ ID NO: 370, SEQ ID NO: 327, SEQ ID NO: 418, SEQ ID NO: 434, SEQ ID NO: 385, SEQ ID NO: 340, SEQ ID NO: 390, SEQ ID NO: 440, SEQ ID NO: 430, SEQ ID NO: 325, SEQ ID NO: 328, SEQ ID NO: 375, SEQ ID NO: 423, SEQ ID NO: 407, SEQ ID NO: 305, SEQ ID NO: 333, SEQ ID NO: 411, SEQ ID NO: 362, SEQ ID NO: 3 3, SEQ ID NO: 364, SEQ ID NO: 399, SEQ ID NO: 424, SEQ ID NO: 354, SEQ ID NO: 441, SEQ ID NO: 382, SEQ ID NO: 379, SEQ ID NO: 361, SEQ ID NO: 323, SEQ ID NO: 304, SEQ ID NO: 431, SEQ ID NO: 404, Sequence number 426, sequence number 415, sequence number 377, sequence number 360, sequence number 435, sequence number 419, sequence number 337, sequence number 367, sequence number 400, sequence number 405, sequence number 391, sequence number 378, sequence number 335, SEQ ID NO: 388, SEQ ID NO: 313, SEQ ID NO: 402, SEQ ID NO: 386, SEQ ID NO: 319, SEQ ID NO: 318, SEQ ID NO: 409, SEQ ID NO: 429, SEQ ID NO: 321, SEQ ID NO: 308, SEQ ID NO: 373, SEQ ID NO: 312, Sequence number 342, sequence number 381, sequence number 396, sequence number 416, sequence No. 343, SEQ ID NO: 351, SEQ ID NO: 421, SEQ ID NO: 413, SEQ ID NO: 366, SEQ ID NO: 324, SEQ ID NO: 394, SEQ ID NO: 401, SEQ ID NO: 437, SEQ ID NO: 380, SEQ ID NO: 439, SEQ ID NO: 412, SEQ ID NO: 398 , SEQ ID NO: 310, SEQ ID NO: 438, SEQ ID NO: 428, SEQ ID NO: 336, SEQ ID NO: 425, SEQ ID NO: 397, SEQ ID NO: 329 or SEQ ID NO: 417.
 また、少なくとも2つのDNAの発現産物を用いる場合の好適な組み合わせ、すなわち上記転写開始領域から選択した2個のすべての組み合わせについて、これらの発現レベルを説明変数とし、転写開始領域抽出用サンプルに関する再発又は転移の有無を推定するロジスティック回帰モデルの構築を行い、転写開始領域抽出用サンプル、検証用サンプル共に特異度100%・感度100%で分類できるものとして、後記表16~20に示すDNAの発現産物が其々挙げられる。 In addition, a suitable combination in the case where at least two DNA expression products are used, that is, for all two combinations selected from the above transcription start regions, these expression levels are used as explanatory variables, and recurrence related to the transcription start region extraction sample. Alternatively, a logistic regression model that estimates the presence or absence of metastasis is constructed, and the expression of DNA shown in Tables 16 to 20 below can be classified as 100% specificity and 100% sensitivity for both the transcription start region extraction sample and the verification sample. Each product is listed.
 尚、更なる精度向上を目的として、これらを適宜2セット若しくは3セット以上を組み合わせて用いることができる。また、斯かる2つのDNAの組み合わせに加えて、配列番号1~443における転写開始点を含むDNAのうち、当該組み合わせとして示された以外のDNAの発現産物と組み合わせてもよく、更には本発明の評価に寄与し得る範囲でそれ以外の任意の塩基配列からなるDNAの発現産物を組み合わせてもよい。 In addition, for the purpose of further improving accuracy, these can be used in combination of two sets or three sets or more as appropriate. Further, in addition to the combination of the two DNAs, among the DNAs containing the transcription start sites in SEQ ID NOs: 1 to 443, they may be combined with an expression product of DNA other than those shown as the combination. DNA expression products consisting of any other base sequences may be combined within a range that can contribute to the evaluation.
 本発明の発現産物としては、当該DNAから発現される転写産物及び翻訳産物が挙げられる。転写産物としては、具体的には、当該DNAから転写されて生じるRNA、好ましくはmRNAが挙げられる。また、翻訳産物としては、具体的には、当該RNAによってコードされるタンパク質が挙げられる。 The expression product of the present invention includes a transcription product and a translation product expressed from the DNA. Specific examples of the transcription product include RNA generated by transcription from the DNA, preferably mRNA. Specific examples of the translation product include a protein encoded by the RNA.
 発現産物の測定又は検出の対象には、そのRNAから人工的に合成されたcDNA、そのRNAをエンコードするDNA、そのRNAにコードされるタンパク質、該タンパク質と相互作用をする分子、そのRNAと相互作用する分子、又はそのDNAと相互作用する分子等も包含される。ここで、RNA、DNA又はタンパク質と相互作用する分子としては、DNA、RNA、タンパク質、多糖、オリゴ糖、単糖、脂質、脂肪酸、及びこれらのリン酸化物、アルキル化物、糖付加物等、及び上記いずれかの複合体が挙げられる。 The target of the measurement or detection of the expression product is cDNA artificially synthesized from the RNA, DNA encoding the RNA, protein encoded by the RNA, molecule interacting with the protein, and interaction with the RNA. Also included are molecules that act or molecules that interact with the DNA. Here, as molecules that interact with RNA, DNA or protein, DNA, RNA, protein, polysaccharide, oligosaccharide, monosaccharide, lipid, fatty acid, and their phosphates, alkylated products, sugar adducts, and the like, and Any of the above-mentioned complexes can be mentioned.
 また、発現レベルとは、当該発現産物の発現量や活性を包括的に意味する。 In addition, the expression level comprehensively means the expression level and activity of the expression product.
 発現レベルを測定する方法は、RNA、cDNA又はDNAを対象とする場合、これらにハイブリダイズするDNAをプライマーとしたPCR法、リアルタイムRT-PCR法、SmartAmp法、LAMP法等に代表される核酸増幅法、これらにハイブリダイズする核酸をプローブとしたハイブリダイゼーション法(DNAチップ、DNAマイクロアレイ、ドットブロットハイブリダイゼーション、スロットブロットハイブリダイゼーション、ノーザンブロッ、トハイブリダイゼーション等)、塩基配列を決定する方法、又はこれらを組み合わせた方法から選ぶことができる。 When RNA, cDNA or DNA is targeted as a method for measuring the expression level, nucleic acid amplification represented by PCR method, real-time RT-PCR method, SmartAmp method, LAMP method, etc. using DNA hybridizing to these primers Method, hybridization method using nucleic acids that hybridize to these as probes (DNA chip, DNA microarray, dot blot hybridization, slot blot hybridization, northern blot, hybridization, etc.), method for determining the base sequence, or these You can choose from a combination of methods.
 ここで、測定に用いられるプローブ又はプライマー、すなわち、本発明の発現産物(転写産物)又はそれに由来する核酸を特異的に認識し増幅するためのプライマー、又は該RNA又はそれに由来する核酸を特異的に検出するためのプローブがこれに該当するが、これらは、配列番号1~443で示される塩基配列に基づいて設計することができる。ここで「特異的に認識する」とは、例えばノーザンブロット法において、実質的に本発明の発現産物(転写産物)又はそれに由来する核酸のみを検出できること、また例えばRT-PCR法において、実質的に当該核酸のみが生成される如く、上記検出物又は生成物が当該転写産物又はそれに由来する核酸であると判断できることを意味する。 Here, the probe or primer used for the measurement, that is, the primer for specifically recognizing and amplifying the expression product (transcription product) of the present invention or the nucleic acid derived therefrom, or the RNA or the nucleic acid derived therefrom is specific. This corresponds to the probes for detection in the above, and these can be designed based on the nucleotide sequences represented by SEQ ID NOs: 1 to 443. Here, “specifically recognize” means that, for example, in the Northern blot method, substantially only the expression product (transcription product) of the present invention or a nucleic acid derived therefrom can be detected. This means that the detection product or product can be determined to be the transcription product or a nucleic acid derived therefrom so that only the nucleic acid is produced.
 具体的には、配列番号1~443で示される塩基配列からなるDNA、又はその相補鎖に相補的な一定数のヌクレオチドを含むオリゴヌクレオチドを利用することができる。ここで「相補鎖」とは、A:T(RNAの場合はU)、G:Cの塩基対からなる2本鎖DNAの一方の鎖に対する他方の鎖を指す。また、「相補的」とは、当該一定数の連続したヌクレオチド領域で完全に相補配列である場合に限られず、好ましくは80%以上、より好ましくは90%以上、さらに好ましくは95%以上の塩基配列上の同一性を有すればよい。塩基配列の同一性は、前記BLAST等のアルゴリズムにより決定することができる。 Specifically, DNA comprising a base sequence represented by SEQ ID NOs: 1 to 443, or an oligonucleotide containing a certain number of nucleotides complementary to its complementary strand can be used. Here, the “complementary strand” refers to the other strand with respect to one strand of double-stranded DNA comprising A: T (U in the case of RNA) and G: C base pairs. In addition, “complementary” is not limited to the case where the certain number of consecutive nucleotide regions are completely complementary sequences, preferably 80% or more, more preferably 90% or more, and still more preferably 95% or more. What is necessary is just to have the identity on arrangement | sequence. The identity of the base sequence can be determined by the algorithm such as BLAST.
 斯かるオリゴヌクレオチドは、プライマーとして用いる場合には、特異的なアニーリング及び鎖伸長ができればよく、通常、例えば10塩基以上、好ましくは15塩基以上、より好ましくは20塩基以上、かつ例えば100塩基以下、好ましくは50塩基以下、より好ましくは35塩基以下の鎖長を有するものが挙げられる。また、プローブとして用いる場合には、特異的なハイブリダイゼーションができればよく、配列番号1~443で示される塩基配列からなるDNA(又はその相補鎖)の少なくとも一部若しくは全部の配列を有し、例えば10塩基以上、好ましくは15塩基以上、かつ例えば100塩基以下、好ましくは50塩基以下、より好ましくは25塩基以下の鎖長のものが用いられる。 When such an oligonucleotide is used as a primer, it only needs to be capable of specific annealing and chain extension, and is usually 10 bases or more, preferably 15 bases or more, more preferably 20 bases or more, and for example 100 bases or less. Those having a chain length of preferably 50 bases or less, more preferably 35 bases or less are mentioned. Further, when used as a probe, it only needs to be capable of specific hybridization, and has at least part or all of the sequence of DNA (or its complementary strand) consisting of the base sequence represented by SEQ ID NOs: 1 to 443, for example, A chain length of 10 bases or more, preferably 15 bases or more and, for example, 100 bases or less, preferably 50 bases or less, more preferably 25 bases or less is used.
 なお、ここで、「オリゴヌクレオチド」は、DNAあるいはRNAであることができ、合成されたものでも天然のものでもよい。又はイブリダイゼーションに用いるプローブは、通常標識したものが用いられる。 Here, the “oligonucleotide” can be DNA or RNA, and can be synthesized or natural. Alternatively, the probe used for hybridization is usually labeled.
 例えば、ノーザンブロットハイブリダイゼーション法を利用する場合は、まずプローブDNAを放射性同位元素、蛍光物質等で標識し、次いで、得られた標識DNAを、常法に従ってナイロンメンブレン等にトランスファーした生体試料由来のRNAとハイブリダイズさせる。その後、形成された標識DNAとRNAとの二重鎖を、標識物に由来するシグナルを検出、測定する方法を用いることができる。 For example, when using the Northern blot hybridization method, the probe DNA is first labeled with a radioisotope, a fluorescent substance, etc., and then the obtained labeled DNA is transferred to a nylon membrane or the like according to a conventional method. Hybridize with RNA. Thereafter, a method of detecting and measuring a signal derived from the labeled product of the formed duplex of labeled DNA and RNA can be used.
 また、RT-PCR法を利用する場合は、まず生体試料由来のRNAから常法に従ってcDNAを調製し、これを鋳型として標的の本発明の発現産物(この場合、転写産物)が増幅できるように調製した一対のプライマー(上記cDNA(-鎖)に結合する正鎖、+鎖に結合する逆鎖)をこれとハイブリダイズさせる。その後、常法に従ってPCR法を行い、得られた増幅二本鎖DNAを検出する。増幅された二本鎖DNAの検出には、予めRI、蛍光物質等で標識しておいたプライマーを用いて上記PCRを行うことによって産生される標識二本鎖DNAを検出する方法等を用いることができる。 When using the RT-PCR method, first, cDNA is prepared from RNA derived from a biological sample according to a conventional method so that the target expression product of the present invention (in this case, transcription product) can be amplified. A pair of prepared primers (a normal strand that binds to the cDNA (− strand) and a reverse strand that binds to the + strand) are hybridized therewith. Thereafter, PCR is performed according to a conventional method, and the obtained amplified double-stranded DNA is detected. For detection of the amplified double-stranded DNA, use a method of detecting the labeled double-stranded DNA produced by performing the above PCR using a primer previously labeled with RI, a fluorescent substance, etc. Can do.
 また、DNAマイクロアレイを用いて検体中のmRNAの発現量を測定する場合、支持体に本発明の発現産物(この場合、転写産物)由来の核酸(cDNA又はDNA)の少なくとも1種を固定化したアレイを用い、mRNAから調製した標識化cDNA又はcRNAをマイクロアレイ上に結合させ、マイクロアレイ上の標識を検出することによって、mRNA発現量を測定することができる。 When measuring the expression level of mRNA in a sample using a DNA microarray, at least one nucleic acid (cDNA or DNA) derived from the expression product of the present invention (in this case, a transcription product) is immobilized on a support. By using an array, labeled cDNA or cRNA prepared from mRNA is bound on the microarray, and the label on the microarray is detected, whereby the mRNA expression level can be measured.
 前記アレイに固定化される核酸としては、ストリンジェントな条件下に特異的(すなわち、実質的に目的の核酸のみに)にハイブリダイズする核酸であればよく、例えば、本発明の発現産物(転写産物)の全配列を有する核酸であってもよく、部分配列からなる核酸であってもよい。ここで、「部分配列」とは、少なくとも15~25塩基からなる核酸が挙げられる。 The nucleic acid immobilized on the array may be any nucleic acid that hybridizes specifically (ie, substantially only to the target nucleic acid) under stringent conditions. For example, the expression product of the present invention (transcription) The product may be a nucleic acid having the entire sequence or a partial sequence. Here, the “partial sequence” includes a nucleic acid consisting of at least 15 to 25 bases.
 ここでストリンジェントな条件は、通常「1×SSC、0.1%SDS、37℃」程度の洗浄条件を挙げることができ、より厳しいハイブリダイズ条件としては「0.5×SSC、0.1%SDS、42℃」程度、さらに厳しいハイブリダイズ条件としては「0.1×SSC、0.1%SDS、65℃」程度の条件を挙げることができる。ハイブリダイズ条件は、J. Sambrook et al., Molecular Cloning: A Laboratory Manual, Thrd Edition, Cold Spring Harbor Laboratory Press (2001)などに記載されている。 Here, stringent conditions can usually include washing conditions of about “1 × SSC, 0.1% SDS, 37 ° C.”, and more stringent hybridization conditions include “0.5 × SSC, 0.1%. As a more stringent hybridization condition, a condition of “0.1 × SSC, 0.1% SDS, 65 ° C.” can be mentioned. Hybridization conditions are described in J.JSambrook al, Molecular Cloning: lonA Laboratory Manual, Thrd Edition, Cold Spring Harbor Laboratory Press (2001).
 また、塩基配列を決定する方法としては、CAGE法、TSS-seq法、RNA-seq法、DGE法、SAGE法等が挙げられるが、CAGE法が好適である。 In addition, examples of the method for determining the base sequence include the CAGE method, the TSS-seq method, the RNA-seq method, the DGE method, and the SAGE method, and the CAGE method is preferable.
 CAGE法を用いて、発現レベルを測定する場合、後記実施例に記載した方法に準じて実施することができる。 When measuring the expression level using the CAGE method, it can be carried out in accordance with the method described in Examples below.
 また、配列番号1~443における転写開始点を含むDNAからコードされるタンパク質(すなわち、翻訳産物)、当該タンパク質と相互作用する分子、RNAと相互作用する分子、又はDNAと相互作用する分子を測定する場合は、プロテインチップ解析、免疫測定法(例えば、ELISA等)、1-ハイブリッド法(PNAS 100, 12271-12276(2003))や2-ハイブリッド法(Biol. Reprod. 58, 302-311 (1998))のような方法を用いることができ、対象に応じて適宜選択できる。 In addition, a protein (ie, translation product) encoded by DNA containing the transcription start site in SEQ ID NOs: 1 to 443, a molecule that interacts with the protein, a molecule that interacts with RNA, or a molecule that interacts with DNA is measured. In this case, protein chip analysis, immunoassay (eg, ELISA, etc.), 1-hybrid method (PNAS 100, 12271-12276 (2003)) or 2-hybrid method (Biol. Reprod. 58, 302-311 (1998) )) Can be used and can be appropriately selected depending on the target.
 例えば、測定対象としてタンパク質が用いられる場合は、本発明の発現産物(この場合、翻訳産物)に対する抗体を生体試料と接触させ、当該抗体に結合した試料中のポリペプチドを検出し、そのレベルを測定することによって実施される。例えば、ウェスタンブロット法によれば、一次抗体として上記の抗体を用いた後、二次抗体として放射性同位元素、蛍光物質又は酵素等で標識した一次抗体に結合する抗体を用いて、その一次抗体を標識し、これら標識物質由来のシグナルを放射線測定器、蛍光検出器等で測定することが行われる。 For example, when a protein is used as a measurement target, an antibody against the expression product of the present invention (in this case, a translation product) is brought into contact with a biological sample, the polypeptide in the sample bound to the antibody is detected, and the level is detected. This is done by measuring. For example, according to Western blotting, after using the above-described antibody as a primary antibody, an antibody that binds to a primary antibody labeled with a radioisotope, a fluorescent substance, an enzyme, or the like as a secondary antibody is used. Labeling is performed, and signals derived from these labeling substances are measured with a radiation measuring instrument, a fluorescence detector, or the like.
 尚、上記翻訳産物に対する抗体は、ポリクローナル抗体であっても、モノクローナル抗体であってもよい。これらの抗体は、公知の方法に従って製造することができる。具体的には、ポリクローナル抗体は、常法に従って大腸菌等で発現し精製したタンパク質を用いて、あるいは常法に従って当該タンパク質の部分ポリペプチドを合成して、家兎等の非ヒト動物に免疫し、該免疫動物の血清から常法に従って得ることが可能である。 The antibody against the translation product may be a polyclonal antibody or a monoclonal antibody. These antibodies can be produced according to a known method. Specifically, the polyclonal antibody is used to immunize non-human animals such as rabbits by using a protein expressed and purified in E. coli or the like according to a conventional method, or by synthesizing a partial polypeptide of the protein according to a conventional method, It can be obtained from the serum of the immunized animal according to a conventional method.
 一方、モノクローナル抗体は、常法に従って大腸菌等で発現し精製したタンパク質又は該タンパク質の部分ポリペプチドをマウス等の非ヒト動物に免疫し、得られた脾臓細胞と骨髄腫細胞とを細胞融合させて調製したハイブリドーマ細胞から得ることができる。 On the other hand, a monoclonal antibody is obtained by immunizing a non-human animal such as a mouse with a protein expressed and purified in Escherichia coli according to a conventional method or a partial polypeptide of the protein, and fusing the obtained spleen cells with myeloma cells. It can be obtained from the prepared hybridoma cells.
 斯くして、大腸がん患者から分離されたがん組織由来の生体試料中の本発明の発現産物の発現レベルが測定され、当該発現レベルに基づいて、大腸がんの転移又は再発リスクが評価される。具体的には、検出された本発明の発現産物の発現レベルを対照レベルと比較することによって評価される。 Thus, the expression level of the expression product of the present invention in a biological sample derived from a cancer tissue separated from a colorectal cancer patient is measured, and the risk of colorectal cancer metastasis or recurrence is evaluated based on the expression level. Is done. Specifically, the expression level of the detected expression product of the present invention is evaluated by comparing it with a control level.
 ここで、「対照レベル」とは、例えば、転移又は再発がない大腸がん患者から分離されたがん組織若しくは大腸がん患者から分離された正常組織における当該発現産物の発現レベル、又は大腸がんを発症していない健常人群における当該発現産物の発現レベルが挙げられる。 Here, the “control level” refers to, for example, the expression level of the expression product in a cancer tissue isolated from a colon cancer patient without metastasis or recurrence, or a normal tissue isolated from a colon cancer patient, or Expression level of the expression product in a group of healthy people who have not developed cancer.
 例えば、対象患者のがん組織の当該発現産物の発現レベルが、転移又は再発がない大腸がん患者から分離されたがん組織、正常組織或いは健常人由来の組織における発現レベルに近い、当該発現レベルの範囲内に属する、或いは当該発現レベルより有意に高い(又は低い)場合には、当該患者の大腸がんは転移がない若しくは転移能が低い、又は再発リスクが低いと評価できる。 For example, the expression level of the expression product in the cancer tissue of the target patient is close to the expression level in a cancer tissue, normal tissue, or tissue derived from a healthy person isolated from a colon cancer patient who does not metastasize or recur. If it falls within the level range, or is significantly higher (or lower) than the expression level, the colorectal cancer of the patient can be evaluated as having no metastasis, low metastatic potential, or low risk of recurrence.
 また、本発明における大腸がんの転移又は再発リスクの評価は、本発明の発現産物の発現レベルの上昇/減少により行うこともできる。この場合は、対照レベルとして、例えば正常組織、転移又は再発がない大腸がん患者から分離されたがん組織或いは健常人の組織由来の当該発現産物の発現レベルに基いて標準値(閾値レベル)を設定し、患者由来の生体試料における当該発現産物の発現レベルを標準値と比較する(例えば±2S.D.の範囲を許容範囲とする)ことにより行うことができる。例えば、患者由来の生体試料における当該発現産物の発現レベルが閾値レベルより高い(又は低い)場合に、当該患者の大腸がんは転移がない若しくは転移能が低い、又は再発リスクが低いと評価できる。 Also, the risk of colorectal cancer metastasis or recurrence in the present invention can be evaluated by increasing / decreasing the expression level of the expression product of the present invention. In this case, as a control level, for example, a standard value (threshold level) based on the expression level of the expression product derived from a normal tissue, a cancer tissue isolated from a colon cancer patient without metastasis or recurrence, or a healthy tissue. And the expression level of the expression product in the patient-derived biological sample is compared with a standard value (for example, a range of ± 2SD is set as an allowable range). For example, when the expression level of the expression product in a patient-derived biological sample is higher (or lower) than the threshold level, the colorectal cancer of the patient can be evaluated as having no metastasis, low metastatic potential, or low recurrence risk. .
 本発明の方法に従い、必要に応じて他の方法(CT,MRIやPET-CTなど)との組み合わせで、提供された情報に基づいて、大腸がんの転移又は再発リスクが評価される。転移又は再発の可能性があると判断された場合には、例えば化学療法を行うことができる。一方、転移又は再発の可能性が低いと判断された場合には、これらの処置を行う必要はないと考えられる。 In accordance with the method of the present invention, the risk of colorectal cancer metastasis or recurrence is evaluated based on the provided information in combination with other methods (CT, MRI, PET-CT, etc.) as necessary. If it is determined that there is a possibility of metastasis or recurrence, for example, chemotherapy can be performed. On the other hand, when it is determined that the possibility of metastasis or recurrence is low, it is considered unnecessary to perform these treatments.
 本発明の大腸がんの転移又は再発リスクを評価するための検査用キットは、患者から分離した生体試料における本発明の発現産物の発現レベルを測定するための検査試薬を含有するものである。具体的には、本発明の発現産物(転写産物)等と特異的に結合(ハイブリダイズ)するオリゴヌクレオチドを含む、核酸増幅、ハイブリダイゼーションのための試薬、或いは、本発明の発現産物(翻訳産物)を認識する抗体を含む免疫学的測定のための試薬等が挙げられる。当該キットに包含されるオリゴヌクレオチド、抗体等は、上述したとおり公知の方法により得ることができる。 The test kit for evaluating the risk of metastasis or recurrence of colorectal cancer of the present invention contains a test reagent for measuring the expression level of the expression product of the present invention in a biological sample separated from a patient. Specifically, a reagent for nucleic acid amplification or hybridization containing an oligonucleotide that specifically binds (hybridizes) to the expression product (transcription product) or the like of the present invention, or the expression product (translation product) of the present invention. And a reagent for immunological measurement including an antibody that recognizes). Oligonucleotides, antibodies and the like included in the kit can be obtained by known methods as described above.
 また、当該検査用キットには、上記抗体や核酸の他、標識試薬、緩衝液、発色基質、二次抗体、ブロッキング剤や、試験に必要な器具やコントロール等を含むことができる。 In addition to the antibody and nucleic acid, the test kit can contain a labeling reagent, a buffer solution, a chromogenic substrate, a secondary antibody, a blocking agent, instruments and controls necessary for the test, and the like.
実施例1 大腸がんにおける「再発あり」と「再発なし」、「肝転移あり」と「肝転移なし」、又は「リンパ節転移あり」と「リンパ節転移なし」とを判別するための転写開始領域の抽出と検証
(1)検体試料の入手
 大腸がんを含む大腸を外科的に切除した後,がん組織の一部を切り取ってすぐさまマイクロチューブに入れ液体窒素中で凍結後,-80度Cの超低温庫で保管し,適宜,解析に使用した。使用したサンプルは、以下のとおりである。
<1f:進行度ステージ2の女性であって術後化学療法を行っていない大腸がん患者>
 ・転写開始領域抽出・評価用サンプル21検体(再発なし:19検体、再発あり:2検体)
<1m:進行度ステージ2の男性であって術後化学療法を行っていない大腸がん患者>
 ・転写開始領域抽出・評価用サンプル40検体(再発なし:33検体、再発あり:7検体)
<2f:進行度ステージ3a又は3bの女性であって術後化学療法を行っていない大腸がん患者>
 ・転写開始領域抽出用サンプル6検体(再発なし:4検体、再発あり:2検体)
 ・検証用サンプル3検体(再発なし:2検体、再発あり:1検体)
<2m:進行度ステージ3a又は3bの男性であって術後化学療法を行っていない大腸がん患者>
 ・転写開始領域抽出用サンプル8検体(再発なし:7検体、再発あり:1検体)
 ・検証用サンプル3検体(再発なし:2検体、再発あり:1検体)
<3f:進行度ステージ3a又は3bの女性であって術後化学療法を行った大腸がん患者>
 ・転写開始領域抽出・評価用サンプル25検体(再発なし:17検体、再発あり:8検体)
<3m:進行度ステージ3a又は3bの男性であって術後化学療法を行った大腸がん患者>
 ・転写開始領域抽出・評価用サンプル38検体(再発なし:30検体、再発あり:8検体)
<4f:肝転移あり又は肝転移なしの女性の大腸がん患者>
 ・転写開始領域抽出用サンプル8検体(肝転移あり:3検体、肝転移なし:5検体)
 ・検証用サンプル3検体(肝転移あり:1検体、肝転移なし:2検体)
<4m:肝転移あり又は肝転移なしの男性の大腸がん患者>
 ・転写開始領域抽出用サンプル9検体(肝転移あり:3検体、肝転移なし:6検体)
 ・検証用サンプル3検体(肝転移あり:1検体、肝転移なし:2検体)
<5f:リンパ節転移あり又はリンパ節転移なしの女性の大腸がん患者>
 ・転写開始領域抽出用サンプル6検体(リンパ節転移あり:2検体、リンパ節転移なし:4検体)
 ・検証用サンプル3検体(リンパ節転移あり:1検体、リンパ節転移なし:2検体)
<5m:リンパ節転移あり又はリンパ節転移なしの男性の大腸がん患者>
 ・転写開始領域抽出用サンプル8検体(リンパ節転移あり:3検体、リンパ節転移なし:5検体)
 ・検証用サンプル3検体(リンパ節転移あり:1検体、リンパ節転移なし:2検体)
Example 1 Transcription for distinguishing “with recurrence” and “without recurrence”, “with liver metastasis” and “without liver metastasis”, or “with lymph node metastasis” and “without lymph node metastasis” in colorectal cancer Extraction and verification of starting area (1) Obtaining specimen samples After surgical removal of the large intestine including colorectal cancer, a portion of the cancer tissue was cut out and immediately placed in a microtube and frozen in liquid nitrogen. It was stored in an ultra-low temperature chamber of degree C and used appropriately for analysis. The samples used are as follows.
<1f: Colorectal cancer patients who are advanced stage 2 women who have not undergone postoperative chemotherapy>
・ Transcription start region extraction ・ Evaluation sample 21 specimens (no recurrence: 19 specimens, recurrence: 2 specimens)
<1m: Colorectal cancer patients who are advanced stage 2 men who have not undergone postoperative chemotherapy>
・ Transcription start region extraction / 40 samples for evaluation (no recurrence: 33 specimens, recurrence: 7 specimens)
<2f: Colorectal cancer patients who are advanced stage 3a or 3b women who have not undergone postoperative chemotherapy>
・ Sample 6 for extracting transcription start region (no recurrence: 4 specimens, recurrence: 2 specimens)
・ Verification sample 3 specimens (no recurrence: 2 specimens, recurrence: 1 specimen)
<2m: Colorectal cancer patients who are men with advanced stage 3a or 3b and who have not undergone postoperative chemotherapy>
-Eight samples for transcription start region extraction (no recurrence: 7 specimens, with recurrence: 1 specimen)
・ Verification sample 3 specimens (no recurrence: 2 specimens, recurrence: 1 specimen)
<3f: Colorectal cancer patients who have undergone postoperative chemotherapy who are women at advanced stage 3a or 3b>
・ Transcription start region extraction / 25 samples for evaluation (no recurrence: 17 specimens, recurrence: 8 specimens)
<3m: male with advanced stage 3a or 3b who received postoperative chemotherapy for colorectal cancer>
・ Transcription start region extraction / evaluation sample 38 specimens (no recurrence: 30 specimens, recurrence: 8 specimens)
<4f: Female colorectal cancer patients with or without liver metastases>
-Eight samples for transcription start region extraction (with liver metastasis: 3 samples, without liver metastasis: 5 samples)
・ Samples for verification 3 specimens (with liver metastasis: 1 specimen, without liver metastasis: 2 specimens)
<4m: Male colorectal cancer patients with or without liver metastases>
・ Nine samples for extracting transcription start region (with liver metastasis: 3 samples, without liver metastasis: 6 samples)
・ Samples for verification 3 specimens (with liver metastasis: 1 specimen, without liver metastasis: 2 specimens)
<5f: Female colorectal cancer patient with or without lymph node metastasis>
・ Sample 6 for extracting transcription start region (with lymph node metastasis: 2 samples, without lymph node metastasis: 4 samples)
・ Sample 3 for verification (with lymph node metastasis: 1 sample, without lymph node metastasis: 2 samples)
<5m: Male colorectal cancer patients with or without lymph node metastasis>
・ Eight samples for extracting transcription start region (with lymph node metastasis: 3 samples, without lymph node metastasis: 5 samples)
・ Sample 3 for verification (with lymph node metastasis: 1 sample, without lymph node metastasis: 2 samples)
(2)試料の保存・調製
 摘出された組織片は、適宜冷凍処理されて-80℃で保存した。保存組織片は、2mLマイクロチューブに組織片を50mg以下になるように入れてキアゲン社製QIAzolを添加して、ジルコニアビーズを1個入れて密閉し、キアゲン社製TissueLyserを用いて浸透処理により破砕した。
(2) Storage and preparation of sample The extracted tissue pieces were appropriately frozen and stored at -80 ° C. The preserved tissue piece is placed in a 2 mL microtube so that the tissue piece is 50 mg or less, QIAzol manufactured by Qiagen is added, and one zirconia bead is sealed and crushed by osmosis treatment using TissueLyser manufactured by Qiagen. did.
(3)RNAの調製
 破砕・抽出処理を行った試料は、キアゲン社製miRNeasy mini kitにより、添付されたプロトコルに従ってRNA調製を行った。調製後のRNAは、分光高度計による紫外吸収(230、260、280nm)を測定して、260/230、260/280比を算出し、そのRNAの質を検定した。また、アジレント社製BioAnalyzer RNA nano chipにより電気泳動を行い、RNA分解度を示すRIN値を算出して、RNAの分解度合いを検定した。
(3) Preparation of RNA The sample subjected to the crushing and extraction treatment was prepared for RNA according to the attached protocol using miRNeasy mini kit manufactured by Qiagen. The prepared RNA was measured for ultraviolet absorption (230, 260, 280 nm) with a spectrophotometer to calculate 260/230, 260/280 ratios, and the quality of the RNA was tested. In addition, electrophoresis was performed using BioAnalyzer RNA nano chip manufactured by Agilent, and the RIN value indicating the degree of RNA degradation was calculated to test the degree of RNA degradation.
(4)CAGEライブラリー調製
 精製RNAを5μg用意し、非増幅非タグ化CAGE法(細胞工学別冊 次世代シークエンサー目的別アドバンストメソッド」、菅野純夫、鈴木穣監修、学研メディカル秀潤社、2012年09月19日発行」内、第3章3“網羅的プロモーター解析(イルミナシーケンサーを用いた非増幅CAGE法)”参照)により、CAGEライブラリーを調製した。具体的には、精製RNAを逆転写反応に供して精製後、過ヨウ素酸ナトリウムによりリボースのジオールを参加してアルデヒド化し、ビオチンヒドラジドを添加してアルデヒド基にビオチンを付加した。RNaseIにより一本鎖RNA部分を消化・精製後、アビジン磁気ビーズによりビオチン化されたRNA/cDNA二本鎖のみをビーズ表面に結合させ、RNaseH消化及び熱処理によりcDNAを遊離させて回収した。回収したcDNAの両端にシーケンスに必要なアダプターを連結させた後、イルミナ社製HiSeq2500によりシーケンスを行った。なお、本工程において精製・緩衝液置換等に用いるAMPure XP(ベックマン・コールター社製)の標準的な条件では、二本鎖の場合で100塩基以上の長さの核酸が回収される条件であり、これを採用した本工程により生産されるCAGEライブラリーは100塩基以上の鎖長をもつ二本鎖DNAからなる。
(4) CAGE library preparation 5 μg of purified RNA was prepared, and unamplified untagged CAGE method (advanced method for cell engineering, next-generation sequencer purpose), Juno Kanno, Satoshi Suzuki, Gakken Medical Shujunsha, 2012 09 “Chapter 3”, “Chapter 3“ Exhaustive promoter analysis (non-amplified CAGE method using Illumina sequencer) ”” was prepared). Specifically, the purified RNA was subjected to reverse transcription reaction and purified, and then aldehyde was formed by participation of a ribose diol with sodium periodate, and biotin hydrazide was added to add biotin to the aldehyde group. After digesting and purifying the single-stranded RNA portion with RNase I, only the RNA / cDNA double strand biotinylated with avidin magnetic beads was bound to the bead surface, and the cDNA was released and recovered by RNase H digestion and heat treatment. After adapters necessary for sequencing were connected to both ends of the collected cDNA, sequencing was performed using HiSeq 2500 manufactured by Illumina. The standard conditions of AMPure XP (manufactured by Beckman Coulter) used for purification, buffer replacement, etc. in this step are conditions for recovering nucleic acids having a length of 100 bases or more in the case of double strands. The CAGE library produced by this process using this is composed of double-stranded DNA having a chain length of 100 bases or more.
(5)RNA発現解析
 i)リファレンス転写開始領域の準備
 ヒトの初代培養細胞や細胞株、さらに組織等を含め合計約1000ものヒトサンプルについて転写開始点の活性がゲノムワイドに測定されたプロファイルするプロジェクトである「FANTOM5」(論文投稿中)において同定された転写開始領域のうち、ヒトリファレンスゲノムhg19上に定義された約18万の転写開始領域をリファレンス転写開始領域とした。
(5) RNA expression analysis i) Preparation of reference transcription initiation region Project to profile the activity of transcription initiation sites measured in genome-wide for a total of about 1000 human samples including human primary cultured cells, cell lines, and tissues. Among the transcription initiation regions identified in “FANTOM5” (submitting paper), about 180,000 transcription initiation regions defined on the human reference genome hg19 were used as reference transcription initiation regions.
 ii)転写活性の定量
 シーケンシングにより得られたリードとヒトのリファレンスゲノム(hg19)のアラインメントをbwa(Bioinformatics. 2009 Jul 15;25(14):1754-60)を用いて行った。マッピングクオリティが20以上、かつアラインメントの開始位置が、リファレンス転写開始領域内に位置するようなアラインメントだけを選択し、各転写開始領域ごとのリード数を数え上げた。各ライブラリーの総リード数と、RLE(Genome Biol. 2010;11(10):R106)法により推定されたライブラリサイズを用いて、カウントを100万あたりのリード数(counts per million)に変換する。
ii) Quantification of transcriptional activity The reads obtained by sequencing and the human reference genome (hg19) were aligned using bwa (Bioinformatics. 2009 Jul 15; 25 (14): 1754-60). Only alignments with a mapping quality of 20 or more and an alignment start position within the reference transcription start region were selected, and the number of reads for each transcription start region was counted. Using the total number of reads in each library and the library size estimated by the RLE (Genome Biol. 2010; 11 (10): R106) method, the count is converted to counts per million. .
(6)結果
(6-1)
 1f:ステージ2であって術後化学療法を行っていない大腸がん患者(女性)の再発リスクの評価
 1m:ステージ2であって術後化学療法を行っていない大腸がん患者(男性)の再発リスクの評価
 3f:ステージ3a又は3bであって術後化学療法を行った大腸がん患者(女性)の再発リスクの評価
 3m:ステージ3a又は3bであって術後化学療法を行った大腸がん患者(男性)の再発リスクの評価
(6) Results (6-1)
1f: Evaluation of recurrence risk of colorectal cancer patients (female) who have not undergone postoperative chemotherapy at stage 2 1m: patients of colorectal cancer patients (male) who have not received postoperative chemotherapy at stage 2 Evaluation of recurrence risk 3f: Evaluation of recurrence risk of colorectal cancer patients (women) who have undergone postoperative chemotherapy at stage 3a or 3b 3m: Large intestine undergoing postoperative chemotherapy at stage 3a or 3b Of risk of recurrence in cancer patients (male)
(A)活性の異なる転写開始領域の抽出
 上記で定量された、転写開始領域抽出・評価用検体での転写活性について、「再発なし」から得られた臨床検体由来プロファイル群、「再発あり」から得られた臨床検体由来プロファイル群の間における差分解析をR/Bioconductor edgeRパッケージ(Bioinformatics. 2010 Jan 1;26(1):139-40)を用いて行った。すなわち、二群間で発現量の平均が異なるかどうか(発現量の平均が等しいことを帰無仮説とし、この帰無仮説が真であることを仮定した場合、測定結果が偶然に起きる確率を計算する)を統計的に検定するものである。閾値としてFDR(false discovery rate)5%を設定したところ、これよりも小さな転写開始領域を含むDNAを夫々同定した(表1~2、表3-1~3-2及び表4-1~4-2)。この基準は、該当する閾値により抽出される候補のうち95%は真に発現差があると統計的に推定されたものであり、通常広く使われるP値(発現差が無いことを仮定した場合に偶然起きる確率)を5%とする場合よりも厳しい基準である。
(A) Extraction of transcription start regions with different activities Regarding the transcriptional activity in the sample for transcription start region extraction / evaluation quantified above, from clinical specimen-derived profile group obtained from “no recurrence”, from “with recurrence” Difference analysis between the obtained clinical specimen-derived profile groups was performed using the R / Bioconductor edgeR package (Bioinformatics. 2010 Jan 1; 26 (1): 139-40). In other words, whether the average expression level is different between the two groups (if the average hypothesis is equal to the null hypothesis and this null hypothesis is true, the probability that the measurement result will occur by chance Is calculated statistically. When a 5% FDR (false discovery rate) was set as a threshold, DNAs containing transcription initiation regions smaller than this were identified (Tables 1-2, 3-1-3-2 and Tables 4-1-4), respectively. -2). This criterion is statistically estimated that 95% of the candidates extracted by the corresponding threshold are truly differential in expression, assuming that there is no differential expression normally used (P value) This is a stricter standard than when the probability of accidental occurrence is 5%.
Figure JPOXMLDOC01-appb-T000006
Figure JPOXMLDOC01-appb-T000006
Figure JPOXMLDOC01-appb-T000007
Figure JPOXMLDOC01-appb-T000007
Figure JPOXMLDOC01-appb-T000008
Figure JPOXMLDOC01-appb-T000008
Figure JPOXMLDOC01-appb-T000009
Figure JPOXMLDOC01-appb-T000009
Figure JPOXMLDOC01-appb-T000010
Figure JPOXMLDOC01-appb-T000010
Figure JPOXMLDOC01-appb-T000011
Figure JPOXMLDOC01-appb-T000011
(B)表1~2、表3-1~3-2及び表4-1~4-2で示される転写開始領域を用いた再発有無の分類
 転写開始領域抽出・評価用検体を三分割(検体群a,b,c)し、2/3の検体(検体群b,c)における表1~2、表3-1~3-2及び表4-1~4-2の各発現量を説明変数、その再発有無を被説明変数として一般化線形モデルの一種であるロジスティック回帰モデルを構成する。残り1/3(検体群a)の検体における表1~2、表3-1~3-2及び表4-1~4-2の各発現量を、構成したモデルに当てはめることで再発有無の予測を行う。同様の予測を検体群b,検体群cについて行うことで、すべての検体に関する予測を、それを含まない検体群から行った。
 その結果を再発有無と比較したところ、夫々以下の正答率を得ることができた。
 (1f)進行度ステージ2の女性であって術後化学療法を行っていない大腸がん患者の再発リスクの評価:正答率:約90%
 (1m)進行度ステージ2の男性であって術後化学療法を行っていない大腸がん患者の再発リスクの評価:正答率:約85%
 (3f)進行度ステージ3aまたは3bの女性であって術後化学療法を行った大腸がん患者の再発リスクの評価:正答率:約72%
 (3m)進行度ステージ3aまたは3bの男性であって術後化学療法を行った大腸がん患者の再発リスクの評価:正答率:約90%
(B) Classification of the presence or absence of recurrence using the transcription start regions shown in Tables 1 and 2, Tables 3-1 and 3-2, and Tables 4-1 and 4-2. Specimen groups a, b, and c), and the expression levels in Tables 1 and 2, Tables 3-1 and 3-2, and Tables 4-1 and 4-2 in 2/3 specimens (Sample groups b and c) A logistic regression model, which is a kind of generalized linear model, is constructed with the explanatory variables and their presence / absence as explanatory variables. By applying the expression levels in Tables 1 and 2, Tables 3-1 and 3-2, and Tables 4-1 and 4-2 in the remaining 1/3 (sample group a) specimens, Make a prediction. By performing the same prediction for the sample group b and the sample group c, predictions for all the samples were made from the sample group that did not include them.
When the results were compared with the presence or absence of recurrence, the following correct answer rates could be obtained respectively.
(1f) Assessment of recurrence risk in patients with advanced stage 2 colorectal cancer who have not undergone postoperative chemotherapy: Correct response rate: Approximately 90%
(1m) Assessment of recurrence risk in colorectal cancer patients who are advanced stage 2 men who have not undergone postoperative chemotherapy: Correct answer rate: Approximately 85%
(3f) Evaluation of recurrence risk of colorectal cancer patients who have undergone postoperative chemotherapy for women with advanced stage 3a or 3b: Correct response rate: Approximately 72%
(3m) Assessment of risk of recurrence in patients with advanced stage 3a or 3b who received postoperative chemotherapy for colorectal cancer: correct answer rate: about 90%
(6-2)
 2f:ステージ3a又は3bであって術後化学療法を行っていない大腸がん患者(女性)の再発リスクの評価
 2m:ステージ3a又は3bであって術後化学療法を行っていない大腸がん患者(男性)の再発リスクの評価
 4f:大腸がん患者(女性)の肝転移の評価
 4m:大腸がん患者(男性)の肝転移の評価
 5f:大腸がん患者(女性)のリンパ節転移の評価
 5m:大腸がん患者(男性)のリンパ節転移の評価
(6-2)
2f: Assessment of recurrence risk of colorectal cancer patients (female) who have not undergone postoperative chemotherapy at stage 3a or 3b 2m: Patients with colorectal cancer who have not undergone postoperative chemotherapy at stage 3a or 3b 4f: Evaluation of liver metastasis of colorectal cancer patient (female) 4m: Evaluation of liver metastasis of colorectal cancer patient (male) 5f: Evaluation of lymph node metastasis of colorectal cancer patient (female) Evaluation 5m: Evaluation of lymph node metastasis in colorectal cancer patients (male)
(A)活性の異なる転写開始領域の抽出
 上記で定量された、転写開始領域抽出・評価用各サンプルでの転写活性について、「再発あり」及び「再発なし」、「肝転移あり」及び「肝転移なし」、又は「リンパ節転移あり」及び「リンパ節転移なし」の夫々から得られた各臨床検体由来プロファイル群の間における差分解析をR/Bioconductor edgeRパッケージ(Bioinformatics. 2010 Jan 1;26(1):139-40)を用いて行った。すなわち、二群間で発現量の平均が異なるかどうか(発現量の平均が等しいことを帰無仮説とし、この帰無仮説が真であることを仮定した場合、測定結果が偶然に起きる確率を計算する)を統計的に検定するものである。閾値としてFDR(false discovery rate)5%を設定したところ、これよりも小さな転写開始領域を含むDNAを夫々同定した(表5、表6-1~6-7、表7~9及び表10-1~10-6)。この基準は、該当する閾値により抽出される候補のうち95%は真に発現差があると統計的に推定されたものであり、通常広く使われるP値(発現差が無いことを仮定した場合に偶然起きる確率)を5%とする場合よりも厳しい基準である。
(A) Extraction of transcription start regions with different activities Regarding the transcriptional activity in each sample for transcription start region extraction / evaluation determined above, “with recurrence” and “without recurrence”, “with liver metastasis” and “liver” Difference analysis between each clinical specimen-derived profile group obtained from “no metastasis” or “with lymph node metastasis” and “no lymph node metastasis” was performed in the R / Bioconductor edgeR package (Bioinformatics. 2010 Jan 1; 26 ( 1): 139-40). In other words, whether the average expression level is different between the two groups (if the average hypothesis is equal to the null hypothesis and this null hypothesis is true, the probability that the measurement result will occur by chance Is calculated statistically. When FDR (false discovery rate) 5% was set as a threshold, DNAs containing transcription initiation regions smaller than this were identified (Table 5, Tables 6-1 to 6-7, Tables 7 to 9, and Table 10). 1-10-6). This criterion is statistically estimated that 95% of the candidates extracted by the corresponding threshold are truly differential in expression, and the commonly used P value (assuming there is no differential expression) This is a stricter standard than when the probability of accidental occurrence is 5%.
Figure JPOXMLDOC01-appb-T000012
Figure JPOXMLDOC01-appb-T000012
Figure JPOXMLDOC01-appb-T000013
Figure JPOXMLDOC01-appb-T000013
Figure JPOXMLDOC01-appb-T000014
Figure JPOXMLDOC01-appb-T000014
Figure JPOXMLDOC01-appb-T000015
Figure JPOXMLDOC01-appb-T000015
Figure JPOXMLDOC01-appb-T000016
Figure JPOXMLDOC01-appb-T000016
Figure JPOXMLDOC01-appb-T000017
Figure JPOXMLDOC01-appb-T000017
Figure JPOXMLDOC01-appb-T000018
Figure JPOXMLDOC01-appb-T000018
Figure JPOXMLDOC01-appb-T000019
Figure JPOXMLDOC01-appb-T000019
Figure JPOXMLDOC01-appb-T000020
Figure JPOXMLDOC01-appb-T000020
Figure JPOXMLDOC01-appb-T000021
Figure JPOXMLDOC01-appb-T000021
Figure JPOXMLDOC01-appb-T000022
Figure JPOXMLDOC01-appb-T000022
Figure JPOXMLDOC01-appb-T000023
Figure JPOXMLDOC01-appb-T000023
Figure JPOXMLDOC01-appb-T000024
Figure JPOXMLDOC01-appb-T000024
Figure JPOXMLDOC01-appb-T000025
Figure JPOXMLDOC01-appb-T000025
Figure JPOXMLDOC01-appb-T000026
Figure JPOXMLDOC01-appb-T000026
Figure JPOXMLDOC01-appb-T000027
Figure JPOXMLDOC01-appb-T000027
Figure JPOXMLDOC01-appb-T000028
Figure JPOXMLDOC01-appb-T000028
(B)高精度の予測を行う転写開始領域の選択(1)
 上記(A)で同定された転写開始領域のうち、一つの発現レベルのみを用いて転移の有無、又は再発の有無を分類できるかどうかを考える。それぞれについて、何らかの閾値を設定することで、転写開始領域抽出用サンプル、検証用サンプル共に特異度100%・感度100%で分類できることを確認した。以下に、その閾値の例を示す(ある群における最大値の方が、その他の群における最小値よりも小さい場合、これらの平均を表11~15に示している)。2f)ステージ3a又は3bであって術後化学療法を行っていない大腸がん患者(女性)の再発リスクの評価のためのDNA
(B) Selection of transfer start region for high-precision prediction (1)
Consider whether it is possible to classify the presence or absence of metastasis or the presence or absence of recurrence using only one expression level among the transcription initiation regions identified in (A) above. By setting some threshold for each, it was confirmed that both the transcription start region extraction sample and the verification sample can be classified with 100% specificity and 100% sensitivity. Examples of the threshold values are shown below (when the maximum value in one group is smaller than the minimum value in the other group, the average of these values is shown in Tables 11 to 15). 2f) DNA for evaluating the risk of recurrence in patients with colorectal cancer (female) who have not undergone postoperative chemotherapy at stage 3a or 3b
Figure JPOXMLDOC01-appb-T000029
Figure JPOXMLDOC01-appb-T000029
2m)ステージ3a又は3bであって術後化学療法を行っていない大腸がん患者(男性)の再発リスクの評価のためのDNA 2m) DNA for assessing recurrence risk in colorectal cancer patients (male) who have not undergone postoperative chemotherapy at stage 3a or 3b
Figure JPOXMLDOC01-appb-T000030
Figure JPOXMLDOC01-appb-T000030
4f)大腸がん患者(女性)の肝転移の評価のためのDNA 4f) DNA for evaluation of liver metastasis of colorectal cancer patients (women)
Figure JPOXMLDOC01-appb-T000031
Figure JPOXMLDOC01-appb-T000031
4m)大腸がん患者(男性)の肝転移の評価のためのDNA 4m) DNA for evaluation of liver metastasis in colorectal cancer patients (male)
Figure JPOXMLDOC01-appb-T000032
Figure JPOXMLDOC01-appb-T000032
5m)大腸がん患者(男性)のリンパ節転移の評価のためのDNA 5m) DNA for evaluation of lymph node metastasis in colorectal cancer patients (male)
Figure JPOXMLDOC01-appb-T000033
Figure JPOXMLDOC01-appb-T000033
(C)高精度の予測を行う転写開始領域の選択(2)
 上記で同定された転写開始領域の発現レベルのうち、複数を用いて転移の有無、又は再発の有無を分類できるかどうかを考える。例としてここでは、一般化線形モデルの一種であるロジスティック回帰モデルを構成することを考える。これは、再発又はリンパ節転移の有無を示す従属変数(Y)を、転写開始領域の発現レベルである説明変数(Xi、上記counts per millionの対数をとったもの)で確率的に予測することを考える場合、最もシンプルなモデルの一つである。
(C) Selection of transfer start region for performing highly accurate prediction (2)
It is considered whether the presence or absence of metastasis or the presence or absence of recurrence can be classified using a plurality of the expression levels of the transcription initiation region identified above. As an example, consider the construction of a logistic regression model, which is a kind of generalized linear model. This is to probabilistically predict the dependent variable (Y) indicating the presence or absence of recurrence or lymph node metastasis with an explanatory variable (Xi, logarithm of the above counts per million) that is the expression level of the transcription initiation region. Is one of the simplest models.
 上記の転写開始領域から選択した二個のすべての組み合わせについて、これらの発現レベルを説明変数とし、転写開始領域抽出用サンプルに関する再発又はリンパ節転移の有無を推定するロジスティック回帰モデルの構築を行い、転写開始領域抽出用サンプル、検証用サンプル共に特異度100%・感度100%で分類できるものを選択した(表16~20)。 For all two combinations selected from the above transcription start regions, using these expression levels as explanatory variables, construct a logistic regression model to estimate the presence or absence of recurrence or lymph node metastasis for the sample for transcription start region extraction, A sample that can be classified with 100% specificity and 100% sensitivity was selected for both the transcription start region extraction sample and the verification sample (Tables 16 to 20).
 ここでは、機械学習器の中でも最も単純なものの一つであるロジスティック回帰モデルを採用しているが、当該転写開始領域の発現を測定する方法や、他の遺伝子等の発現レベルや遺伝子型との組み合わせ等によって、他の数理モデルを適切に利用することで、より頑健な予測が可能になる。2f)ステージ3a又は3bであって術後化学療法を行っていない大腸がん患者(女性)の再発リスクの評価のためのDNA Here, the logistic regression model, which is one of the simplest of machine learning devices, is used, but the method of measuring the expression of the transcription start region, the expression level and genotype of other genes, etc. By using other mathematical models appropriately by combination or the like, more robust prediction is possible. 2f) DNA for evaluating the risk of recurrence in patients with colorectal cancer (female) who have not undergone postoperative chemotherapy at stage 3a or 3b
Figure JPOXMLDOC01-appb-T000034
Figure JPOXMLDOC01-appb-T000034
2m)ステージ3a又は3bであって術後化学療法を行っていない大腸がん患者(男性)の再発リスクの評価のためのDNA 2m) DNA for assessing recurrence risk in colorectal cancer patients (male) who have not undergone postoperative chemotherapy at stage 3a or 3b
Figure JPOXMLDOC01-appb-T000035
Figure JPOXMLDOC01-appb-T000035
4m)大腸がん患者(男性)の肝転移の評価のためのDNA 4m) DNA for evaluation of liver metastasis in colorectal cancer patients (male)
Figure JPOXMLDOC01-appb-T000036
Figure JPOXMLDOC01-appb-T000036
5f)大腸がん患者(女性)のリンパ節転移の評価のためのDNA
Figure JPOXMLDOC01-appb-T000037
5f) DNA for evaluating lymph node metastasis of colorectal cancer patients (female)
Figure JPOXMLDOC01-appb-T000037
5m)大腸がん患者(男性)のリンパ節転移の評価のためのDNA 5m) DNA for evaluation of lymph node metastasis in colorectal cancer patients (male)
Figure JPOXMLDOC01-appb-T000038
Figure JPOXMLDOC01-appb-T000038
 実施例2
 実施例1で用いた検体とは別の手術摘出検体、女性55検体(リンパ節転移あり26検体、リンパ節転移なし29検体)、男性91検体(リンパ節転移あり38検体、リンパ節転移なし53検体)それぞれを用いて、実施例1と同様に、CAGEライブラリーを調製してリンパ節転移ありの群とリンパ節転移なしの群で活性の異なる転写開始領域を抽出した。その結果、女性について配列番号290で示される転写開始領域の転写活性レベルが、男性について配列番号304、309、311、317、320、343、347、351、369、372、396、400、405、426及び441で示される転写開始領域の転写活性レベルが、それぞれ転移あり/なしの群の間で優位に異なることが確認された(表21、表22)。
Example 2
Surgical specimens other than those used in Example 1, 55 females (26 specimens with lymph node metastasis, 29 specimens without lymph node metastasis), 91 male specimens (38 specimens with lymph node metastasis, 53 no lymph node metastasis) Using each of the specimens, a CAGE library was prepared in the same manner as in Example 1, and transcription initiation regions having different activities were extracted between the group with lymph node metastasis and the group without lymph node metastasis. As a result, the transcriptional activity level of the transcription initiation region represented by SEQ ID NO: 290 for females is SEQ ID NOS: 304, 309, 311, 317, 320, 343, 347, 351, 369, 372, 396, 400, 405, for males. It was confirmed that the transcriptional activity levels of the transcription initiation regions indicated by 426 and 441 differed significantly between the groups with and without metastasis (Tables 21 and 22).
Figure JPOXMLDOC01-appb-T000039
Figure JPOXMLDOC01-appb-T000039
Figure JPOXMLDOC01-appb-T000040
Figure JPOXMLDOC01-appb-T000040
 本発明によれば、術前又は術中に採取した大腸がんの原発巣を調べることで、大腸がんの転移又は再発リスクの判断や予測を、客観的に行うことができる。これにより、医療分野や臨床検査分野へ貢献が期待できる。 According to the present invention, it is possible to objectively determine or predict the risk of colorectal cancer metastasis or recurrence by examining the primary focus of colorectal cancer collected before or during surgery. This can be expected to contribute to the medical field and clinical laboratory field.

Claims (31)

  1.  大腸がん患者から分離されたがん組織由来の生体試料について、転写開始領域を含むDNAの1種又は2種以上の発現産物の発現レベルを測定する工程を含む、当該患者の大腸がんの転移又は再発リスクを評価する方法。 A step of measuring the expression level of one or more expression products of DNA containing a transcription initiation region for a biological sample derived from a cancer tissue isolated from a colorectal cancer patient; A method to assess the risk of metastasis or recurrence.
  2.  前記DNAが、配列番号1~443で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号1~443で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、請求項1記載の方法。 The DNA is a DNA comprising a base at an arbitrary position of the transcription start region in the base sequence represented by SEQ ID NOs: 1 to 443 and at least one base continuous downstream thereof, and the transcription start region is represented by SEQ ID NOs: 1 to The method according to claim 1, wherein both ends are defined by the first base of the base sequence represented by 443 and the 101st base from the 3 ′ end.
  3.  前記DNAが、配列番号1~253で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号1~253で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、大腸がんの再発リスクを評価する、請求項1又は2記載の方法。 The DNA is a DNA comprising a base at an arbitrary position of the transcription start region in the base sequence represented by SEQ ID NOs: 1 to 253 and at least one base continuous downstream thereof, and the transcription start region is represented by SEQ ID NOs: 1 to The method according to claim 1 or 2, wherein the recurrence risk of colorectal cancer, which is a region defined at both ends by the first base of the base sequence represented by 253 and the 101st base from the 3 'end, is evaluated.
  4.  前記DNAが、配列番号254~288で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号254~288で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、大腸がんの肝転移を評価する、請求項1又は2記載の方法。 The DNA is a DNA comprising a base at an arbitrary position of a transcription initiation region in the base sequence represented by SEQ ID NOs: 254 to 288 and at least one base continuous downstream thereof, and the transcription initiation region comprises SEQ ID NOs: 254 to The method according to claim 1 or 2, wherein the liver metastasis of colorectal cancer, which is a region defined at both ends by the first base of the base sequence represented by 288 and the 101st base from the 3 'end, is evaluated.
  5.  前記DNAが、配列番号289~443で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号289~443で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、大腸がんのリンパ節転移を評価する、請求項1又は2記載の方法。 The DNA is a DNA comprising a base at an arbitrary position in the transcription initiation region in the base sequence represented by SEQ ID NOs: 289 to 443 and at least one base continuous downstream thereof, and the transcription initiation region is represented by SEQ ID NOs: 289 to 289 The method according to claim 1 or 2, wherein lymph node metastasis of colorectal cancer, which is a region defined at both ends by the first base of the base sequence represented by 443 and the 101st base from the 3 'end, is evaluated.
  6.  前記DNAが、配列番号1~23で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号1~23で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、進行度ステージ2であって術後化学療法を行っていない女性大腸がん患者における大腸がんの再発リスクを評価する、請求項3記載の方法。 The DNA is a DNA comprising a base at an arbitrary position of the transcription start region in the base sequence represented by SEQ ID NOs: 1 to 23 and at least one base continuous downstream thereof, and the transcription start region is represented by SEQ ID NOs: 1 to A woman with colorectal cancer who has advanced stage 2 and is not undergoing postoperative chemotherapy, which is a region defined at both ends by the first base of the base sequence shown by 23 and the 101st base from the 3 ′ end The method according to claim 3, wherein the risk of recurrence of colorectal cancer in is evaluated.
  7.  前記DNAが、配列番号24~37で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号24~37で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、進行度ステージ2であって術後化学療法を行っていない男性大腸がん患者における大腸がんの再発リスクを評価する、請求項3記載の方法。 The DNA is a DNA consisting of a base at an arbitrary position in the transcription initiation region in the base sequence represented by SEQ ID NOs: 24-37 and at least one base continuous downstream thereof, the transcription initiation region comprising: A male colorectal cancer patient who has advanced stage 2 and is not undergoing postoperative chemotherapy, which is a region defined at both ends by the first base of the base sequence shown by 37 and the 101st base from the 3 ′ end The method according to claim 3, wherein the risk of recurrence of colorectal cancer in is evaluated.
  8.  前記DNAが、配列番号38~63で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号38~63で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、進行度ステージ3a又は3bであって術後化学療法を行っていない女性大腸がん患者における大腸がんの再発リスクを評価する、請求項3記載の方法。 The DNA is a DNA comprising a base at an arbitrary position of the transcription start region in the base sequence represented by SEQ ID NOs: 38 to 63 and at least one base continuous downstream thereof, and the transcription start region is represented by SEQ ID NOs: 38 to 38 A female large intestine in which the end stage is defined by the first base of the base sequence represented by 63 and the 101st base from the 3 ′ end and which is not advanced postoperative chemotherapy in the stage 3a or 3b. The method according to claim 3, wherein the risk of recurrence of colorectal cancer in cancer patients is evaluated.
  9.  前記DNAが、配列番号64~179で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号64~179で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、進行度ステージ3a又は3bであって術後化学療法を行っていない男性大腸がん患者における大腸がんの再発リスクを評価する、請求項3記載の方法。 The DNA is a DNA comprising a base at an arbitrary position of the transcription start region in the base sequence represented by SEQ ID NOs: 64-179 and at least one base continuous downstream thereof, and the transcription start region is represented by SEQ ID NO: 64- The male large intestine in which the end stage is defined by the first base of the base sequence represented by 179 and the 101st base from the 3 ′ end and which is in the stage of progression stage 3a or 3b and not undergoing postoperative chemotherapy The method according to claim 3, wherein the risk of recurrence of colorectal cancer in cancer patients is evaluated.
  10.  前記DNAが、配列番号180~217で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号180~217で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、進行度ステージ3a又は3bであって術後化学療法を行った女性大腸がん患者における大腸がんの再発リスクを評価する、請求項3記載の方法。 The DNA is a DNA comprising a base at an arbitrary position in the transcription start region in the base sequence represented by SEQ ID NOs: 180 to 217 and at least one base continuous downstream thereof, and the transcription start region is represented by SEQ ID NOs: 180 to 180 Female colorectal cancer that has undergone postoperative chemotherapy in advanced stage 3a or 3b, which is a region defined at both ends by the first base of the base sequence represented by 217 and the 101st base from the 3 ′ end The method according to claim 3, wherein the risk of recurrence of colorectal cancer in a patient is evaluated.
  11.  前記DNAが、配列番号218~253で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号218~253で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、進行度ステージ3a又は3bであって術後化学療法を行った男性大腸がん患者における大腸がんの再発リスクを評価する、請求項3記載の方法。 The DNA is a DNA comprising a base at an arbitrary position in the transcription start region in the base sequence represented by SEQ ID NOs: 218 to 253 and at least one base continuous downstream thereof, and the transcription start region comprises SEQ ID NOs: 218 to Male colorectal cancer that has undergone postoperative chemotherapy in advanced stage 3a or 3b, which is a region defined at both ends by the first base of the base sequence represented by 253 and the 101st base from the 3 ′ end The method according to claim 3, wherein the risk of recurrence of colorectal cancer in a patient is evaluated.
  12.  前記DNAが、配列番号254~262で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号254~262で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、女性大腸がん患者における大腸がんの肝転移を評価する、請求項4記載の方法。 The DNA is a DNA comprising a base at an arbitrary position of the transcription start region in the base sequence represented by SEQ ID NOs: 254 to 262 and at least one base continuous downstream thereof, and the transcription start region is represented by SEQ ID NOs: 254 to The liver metastasis of colorectal cancer in a female colorectal cancer patient, which is a region defined at both ends by the first base of the base sequence represented by 262 and the 101st base from the 3 'end, is evaluated. the method of.
  13.  前記DNAが、配列番号263~288で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号263~288で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、男性大腸がん患者における大腸がんの肝転移を評価する、請求項4記載の方法。 The DNA is a DNA comprising a base at an arbitrary position in the transcription start region in the base sequence represented by SEQ ID NOs: 263 to 288 and at least one base continuous downstream thereof, and the transcription start region is represented by SEQ ID NO: 263 to The liver metastasis of colorectal cancer in a male colorectal cancer patient, which is a region defined at both ends by the first base of the base sequence represented by 288 and the 101st base from the 3 'end, is evaluated. the method of.
  14.  前記DNAが、配列番号289~299で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号289~299で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、女性大腸がん患者における大腸がんのリンパ節転移を評価する、請求項5記載の方法。 The DNA is a DNA comprising a base at an arbitrary position of a transcription initiation region in the base sequence represented by SEQ ID NOs: 289 to 299 and at least one base continuous downstream thereof, and the transcription initiation region comprises SEQ ID NOs: 289 to 289 The lymph node metastasis of colorectal cancer in a female colorectal cancer patient, which is a region defined at both ends by the first base of the base sequence represented by 299 and the 101st base from the 3 ′ end, is evaluated. The method described.
  15.  前記DNAが、配列番号300~443で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する少なくとも1塩基以上からなるDNAであり、該転写開始領域が、配列番号300~443で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、男性大腸がん患者における大腸がんのリンパ節転移を評価する、請求項5記載の方法。 The DNA is a DNA comprising a base at an arbitrary position of the transcription start region in the base sequence represented by SEQ ID NOs: 300 to 443 and at least one base continuous downstream thereof, and the transcription start region is represented by SEQ ID NOs: 300 to 300 The lymph node metastasis of colorectal cancer in a male colorectal cancer patient, which is a region defined at both ends by the first base of the base sequence represented by 443 and the 101st base from the 3 ′ end, is evaluated. The method described.
  16.  配列番号38~63で示される塩基配列が、配列番号60、配列番号61、配列番号57及び配列番号56で示される塩基配列である、請求項8記載の方法。 The method according to claim 8, wherein the base sequences represented by SEQ ID NOs: 38 to 63 are the base sequences represented by SEQ ID NO: 60, SEQ ID NO: 61, SEQ ID NO: 57, and SEQ ID NO: 56.
  17.  配列番号64~179で示される塩基配列が、配列番号134、配列番号111、配列番号65、配列番号94、配列番号137及び配列番号177で示される塩基配列である、請求項9記載の方法。 The method according to claim 9, wherein the base sequences represented by SEQ ID NOs: 64 to 179 are base sequences represented by SEQ ID NO: 134, SEQ ID NO: 111, SEQ ID NO: 65, SEQ ID NO: 94, SEQ ID NO: 137, and SEQ ID NO: 177.
  18.  配列番号254~262で示される塩基配列が、配列番号261、配列番号258、配列番号262及び配列番号260で示される塩基配列である、請求項12記載の方法。 The method according to claim 12, wherein the base sequences represented by SEQ ID NOs: 254 to 262 are the base sequences represented by SEQ ID NO: 261, SEQ ID NO: 258, SEQ ID NO: 262, and SEQ ID NO: 260.
  19.  配列番号263~288で示される塩基配列が、配列番号283、配列番号284又は配列番号278で示される塩基配列である、請求項13記載の方法。 The method according to claim 13, wherein the base sequence represented by SEQ ID NO: 263 to 288 is the base sequence represented by SEQ ID NO: 283, SEQ ID NO: 284 or SEQ ID NO: 278.
  20.  配列番号300~443で示される塩基配列が、配列番号330、配列番号348、配列番号422、配列番号406、配列番号353、配列番号365、配列番号339、配列番号395、配列番号372、配列番号311、配列番号368、配列番号389、配列番号350、配列番号356、配列番号383、配列番号349、配列番号363、配列番号344、配列番号433、配列番号408、配列番号371、配列番号307、配列番号357、配列番号370、配列番号327、配列番号418、配列番号434、配列番号385、配列番号340、配列番号390、配列番号440、配列番号430、配列番号325、配列番号328、配列番号375、配列番号423、配列番号407、配列番号305、配列番号333、配列番号411、配列番号362、配列番号393、配列番号364、配列番号399、配列番号424、配列番号354、配列番号441、配列番号382、配列番号379、配列番号361、配列番号323、配列番号304、配列番号431、配列番号404、配列番号426、配列番号415、配列番号377、配列番号360、配列番号435、配列番号419、配列番号337、配列番号367、配列番号400、配列番号405、配列番号391、配列番号378、配列番号335、配列番号388、配列番号313、配列番号402、配列番号386、配列番号319、配列番号318、配列番号409、配列番号429、配列番号321、配列番号308、配列番号373、配列番号312、配列番号342、配列番号381、配列番号396、配列番号416、配列番号343、配列番号351、配列番号421、配列番号413、配列番号366、配列番号324、配列番号394、配列番号401、配列番号437、配列番号380、配列番号439、配列番号412、配列番号398、配列番号310、配列番号438、配列番号428、配列番号336、配列番号425、配列番号397、配列番号329及び配列番号417で示される塩基配列である、請求項15記載の方法。 The nucleotide sequences represented by SEQ ID NOs: 300 to 443 are SEQ ID NO: 330, SEQ ID NO: 348, SEQ ID NO: 422, SEQ ID NO: 406, SEQ ID NO: 353, SEQ ID NO: 365, SEQ ID NO: 339, SEQ ID NO: 395, SEQ ID NO: 372, SEQ ID NO: 311, SEQ ID NO: 368, SEQ ID NO: 389, SEQ ID NO: 350, SEQ ID NO: 356, SEQ ID NO: 383, SEQ ID NO: 349, SEQ ID NO: 363, SEQ ID NO: 344, SEQ ID NO: 433, SEQ ID NO: 408, SEQ ID NO: 371, SEQ ID NO: 307, Sequence number 357, sequence number 370, sequence number 327, sequence number 418, sequence number 434, sequence number 385, sequence number 340, sequence number 390, sequence number 440, sequence number 430, sequence number 325, sequence number 328, sequence number 375, SEQ ID NO: 423, SEQ ID NO: 407, SEQ ID NO: 305, SEQ ID NO: 33 , SEQ ID NO: 411, SEQ ID NO: 362, SEQ ID NO: 393, SEQ ID NO: 364, SEQ ID NO: 399, SEQ ID NO: 424, SEQ ID NO: 354, SEQ ID NO: 441, SEQ ID NO: 382, SEQ ID NO: 379, SEQ ID NO: 361, SEQ ID NO: 323, SEQ ID NO: 323 SEQ ID NO: 304, SEQ ID NO: 431, SEQ ID NO: 404, SEQ ID NO: 426, SEQ ID NO: 415, SEQ ID NO: 377, SEQ ID NO: 360, SEQ ID NO: 435, SEQ ID NO: 419, SEQ ID NO: 337, SEQ ID NO: 367, SEQ ID NO: 400, SEQ ID NO: 405 , SEQ ID NO: 391, SEQ ID NO: 378, SEQ ID NO: 335, SEQ ID NO: 388, SEQ ID NO: 313, SEQ ID NO: 402, SEQ ID NO: 386, SEQ ID NO: 319, SEQ ID NO: 318, SEQ ID NO: 409, SEQ ID NO: 429, SEQ ID NO: 321, SEQ ID NO: 321 No. 308, SEQ ID NO: 373, SEQ ID NO: 312, SEQ ID NO: 342, SEQ ID NO: 381, SEQ ID NO: 396, SEQ ID NO: 416, SEQ ID NO: 343, SEQ ID NO: 351, SEQ ID NO: 421, SEQ ID NO: 413, SEQ ID NO: 366, SEQ ID NO: 324, SEQ ID NO: 394, SEQ ID NO: 401, SEQ ID NO: 437, SEQ ID NO: 380, SEQ ID NO: 439, SEQ ID NO: 412, SEQ ID NO: 398, SEQ ID NO: 310, SEQ ID NO: 438, SEQ ID NO: 428, SEQ ID NO: 336, SEQ ID NO: 425, SEQ ID NO: 397, SEQ ID NO: 329 and SEQ ID NO: 417. The method of claim 15.
  21.  配列番号38~63で示される塩基配列が、下記1)~2)の配列番号で示される塩基配列の組み合わせである、請求項8記載の方法。
    Figure JPOXMLDOC01-appb-T000001
    The method according to claim 8, wherein the base sequences represented by SEQ ID NOs: 38 to 63 are combinations of the base sequences represented by the sequence numbers 1) to 2) below.
    Figure JPOXMLDOC01-appb-T000001
  22.  配列番号64~179で示される塩基配列が、下記1)~14)の配列番号で示される塩基配列の組み合わせである、請求項9記載の方法。
    Figure JPOXMLDOC01-appb-T000002
    The method according to claim 9, wherein the base sequences represented by SEQ ID NOs: 64 to 179 are combinations of base sequences represented by SEQ ID NOs: 1) to 14) below.
    Figure JPOXMLDOC01-appb-T000002
  23.  配列番号263~288で示される塩基配列が、下記1)~10)の配列番号で示される塩基配列の組み合わせである、請求項13記載の方法。
    Figure JPOXMLDOC01-appb-T000003
    The method according to claim 13, wherein the base sequences represented by SEQ ID NOs: 263 to 288 are combinations of base sequences represented by SEQ ID NOs: 1) to 10) below.
    Figure JPOXMLDOC01-appb-T000003
  24.  配列番号289~299で示される塩基配列が、下記1)~3)の配列番号で示される塩基配列の組み合わせである、請求項14記載の方法。
    Figure JPOXMLDOC01-appb-T000004
    The method according to claim 14, wherein the base sequences represented by SEQ ID NOs: 289 to 299 are combinations of the base sequences represented by SEQ ID NOs: 1) to 3) below.
    Figure JPOXMLDOC01-appb-T000004
  25.  配列番号300~443で示される塩基配列が、下記1)~53)の配列番号で示される塩基配列の組み合わせである、請求項15記載の方法。
    Figure JPOXMLDOC01-appb-T000005
    The method according to claim 15, wherein the base sequences represented by SEQ ID NOs: 300 to 443 are combinations of base sequences represented by SEQ ID NOs: 1) to 53) below.
    Figure JPOXMLDOC01-appb-T000005
  26.  さらに前記DNAの発現産物の発現レベルを対照レベルと比較する工程を含む請求項1~25のいずれか1項記載の方法。 The method according to any one of claims 1 to 25, further comprising the step of comparing the expression level of the expression product of the DNA with a control level.
  27.  さらに前記DNAの発現産物の発現レベルを閾値レベルと比較する工程を含む請求項1~25のいずれか1項記載の方法。 The method according to any one of claims 1 to 25, further comprising a step of comparing the expression level of the expression product of the DNA with a threshold level.
  28.  発現産物の発現レベルの測定が、転写産物の量又は翻訳産物の量を測定することによって行われる、請求項1~27のいずれか1項記載の方法。 The method according to any one of claims 1 to 27, wherein the expression level of the expression product is measured by measuring the amount of the transcription product or the amount of the translation product.
  29.  前記DNA又はDNAの転写産物と特異的にハイブリダイズするオリゴヌクレオチド、又は前記DNAの翻訳産物を認識する抗体を含有する請求項1~28のいずれか1項記載の方法に用いる大腸がんの転移又は再発リスクを評価するための検査用キット。 The metastasis of colorectal cancer used in the method according to any one of claims 1 to 28, which comprises an oligonucleotide that specifically hybridizes to the DNA or a transcription product of DNA, or an antibody that recognizes the translation product of the DNA. Or a test kit to assess the risk of recurrence.
  30.  転写開始領域を含むDNAの1種又は2種以上の発現産物の、大腸がんの転移又は再発のリスクを評価するためのマーカーとしての使用。 Use of one or more expression products of DNA containing a transcription initiation region as a marker for evaluating the risk of colorectal cancer metastasis or recurrence.
  31.  前記DNAが、配列番号1~443で示される塩基配列における転写開始領域の任意の位置の塩基とその下流に連続する1塩基以上からなるDNAであり、
     該転写開始領域が、配列番号1~443で示される塩基配列の1番目の塩基と3’末端から101番目の塩基によって両端が規定される領域である、請求項30記載の使用。
     
    The DNA is a DNA comprising a base at an arbitrary position in the transcription initiation region in the base sequence represented by SEQ ID NOs: 1 to 443 and one or more bases continuous downstream thereof;
    The use according to claim 30, wherein the transcription initiation region is a region defined at both ends by the first base of the base sequence represented by SEQ ID NOs: 1 to 443 and the 101st base from the 3 'end.
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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2017047102A1 (en) * 2015-09-16 2017-03-23 Riken Biomarker for cancer and use thereof
WO2019241899A1 (en) * 2018-06-20 2019-12-26 Pontificia Universidad Catolica De Chile Non-invasive detection of gastric cancer by detecting the methylation of reprimo-like in the blood

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012525159A (en) * 2009-05-01 2012-10-22 ジェノミック ヘルス, インコーポレイテッド Gene expression profile algorithms and trials in colorectal cancer recurrence and possible response to chemotherapy
JP2013099253A (en) * 2010-03-11 2013-05-23 Intec Systems Institute Inc Diagnostic marker for lung cancer or cervical cancer

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012525159A (en) * 2009-05-01 2012-10-22 ジェノミック ヘルス, インコーポレイテッド Gene expression profile algorithms and trials in colorectal cancer recurrence and possible response to chemotherapy
JP2013099253A (en) * 2010-03-11 2013-05-23 Intec Systems Institute Inc Diagnostic marker for lung cancer or cervical cancer

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
ARTINYAN A. ET AL.: "Molecular predictors of lymph node metastasis in colon cancer: increased risk with decreased thymidylate synthase expression.", J.GASTROINTEST.SURG., vol. 9, no. 9, 2005, pages 1216 - 1221, XP005197222 *
GIRALDEZ M.D. ET AL.: "Gene -expression signature of tumor recurrence in patients with stage II and III colon cancer treated with 5'fluoruracil-based adjuvant chemotherapy.", INT.J.CANCER, vol. 132, no. 5, 2013, pages 1090 - 1097, XP055217454 *
TAKASHI OSHIMA ET AL.: "Search for gastroenterological cancer bio-markers using clinical samples", YOKOHAMA IGAKU, vol. 60, no. 1 / 2, 2009, pages 49 - 56 *
TAKASHI OSHIMA ET AL.: "Shokaki Gan no biomarker Kensaku to Kobetsuka Chiryo eno Kokoromi", JOURNAL OF JAPAN SURGICAL SOCIETY, vol. 113, 2012, pages 160 *

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2017047102A1 (en) * 2015-09-16 2017-03-23 Riken Biomarker for cancer and use thereof
WO2019241899A1 (en) * 2018-06-20 2019-12-26 Pontificia Universidad Catolica De Chile Non-invasive detection of gastric cancer by detecting the methylation of reprimo-like in the blood
US11746387B2 (en) 2018-06-20 2023-09-05 Pontificia Universidad Catolica De Chile Non-invasive detection of gastric cancer by detecting the methylation of Reprimo-like in the blood

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