WO2023068406A1 - Method for providing information for predicting onset of osteoporosis and composition for predicting onset of osteoporosis - Google Patents
Method for providing information for predicting onset of osteoporosis and composition for predicting onset of osteoporosis Download PDFInfo
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- WO2023068406A1 WO2023068406A1 PCT/KR2021/014892 KR2021014892W WO2023068406A1 WO 2023068406 A1 WO2023068406 A1 WO 2023068406A1 KR 2021014892 W KR2021014892 W KR 2021014892W WO 2023068406 A1 WO2023068406 A1 WO 2023068406A1
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- osteoporosis
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- predicting
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- protein
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- G16B20/00—ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
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- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B35/00—ICT specially adapted for in silico combinatorial libraries of nucleic acids, proteins or peptides
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
- G16B40/20—Supervised data analysis
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
- G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
- G16C20/30—Prediction of properties of chemical compounds, compositions or mixtures
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- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/50—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders
Definitions
- the present invention relates to a method for providing information for predicting the onset of osteoporosis and a composition for predicting the onset of osteoporosis.
- Osteoporosis is one of skeletal diseases in which bones are easily fractured due to weakened strength, and is a state in which minerals (particularly calcium) and substrate constituting bones are reduced. Even if the size and volume of the bone is the same, the mass of the bone itself is very small, and the bone has many small holes like a sponge, making it soft and easily broken.
- fractures caused by osteoporosis or the like generally do not end once, and there is a high possibility of additional fractures.
- osteoporosis does not necessarily occur according to bone regeneration markers, and since there is great variation among individuals, accuracy is low and osteoporosis can be diagnosed only with bone regeneration markers. There is a problem that is difficult to determine whether
- the present invention provides a method for providing information for predicting the onset of osteoporosis.
- the present invention provides a composition for predicting the onset of osteoporosis.
- a method for providing information for predicting the onset of osteoporosis comprising measuring the expression level of vitamin D binding protein (VDBP) mRNA or the protein in a sample isolated from the subject.
- VDBP vitamin D binding protein
- the information providing method for predicting the onset of osteoporosis if the expression level is lower than the control group, the individual is determined to have a higher possibility of developing osteoporosis than the control group, the information providing method for predicting the onset of osteoporosis.
- composition for predicting the onset of osteoporosis comprising a substance specifically binding to vitamin D binding protein (VDBP) mRNA or the protein.
- VDBP vitamin D binding protein
- composition for predicting the onset of osteoporosis wherein the substance is at least one selected from the group consisting of antibodies, aptamers, DNA, RNA, proteins, and polypeptides.
- a kit for predicting the onset of osteoporosis comprising the composition of 4 or 5 above.
- the present invention relates to a method for providing information for predicting the onset of osteoporosis and a composition for predicting the onset of osteoporosis, wherein the possibility of the onset of osteoporosis can be accurately and simply predicted by measuring the expression level of a vitamin D-binding protein, thereby preventing the onset of osteoporosis. .
- the present invention provides an information providing method for predicting the onset of osteoporosis.
- the present invention includes measuring the expression level of vitamin D binding protein (VDBP) mRNA or protein in a sample isolated from a subject.
- VDBP vitamin D binding protein
- the subject may be an animal having experience with osteoporosis, an animal suspected of having osteoporosis, or an animal for which information for predicting the onset of osteoporosis is desired, and the animal may be a mammal including a human.
- a sample is isolated from an individual, and examples thereof may include tissue, cells, whole blood, plasma, serum, or blood, preferably serum, but are not limited thereto.
- VDBP is present in a sample derived from an individual, and is a vitamin D binding protein of the individual.
- a vitamin D binding protein of the individual For example, in the case of humans, it may be a protein consisting of the amino acid sequence of SEQ ID NO: 1.
- the measurement may be performed by treating the sample with a substance that detects VDBP.
- the material is not limited as long as it can detect VDBP mRNA or its protein, but may be at least one selected from the group consisting of antibodies, aptamers, DNA, RNA, proteins, and polypeptides.
- antibody refers to a protein molecule specific for an antigenic site.
- an antibody refers to an antibody that specifically binds to the marker protein, VDBP, and may include both monoclonal antibodies, polyclonal antibodies and recombinant antibodies.
- the monoclonal antibody may be prepared using a hybridoma method well known in the art or a phage antibody library technology, but may not be limited thereto.
- the polyclonal antibody may be produced by a method well known in the art, including injecting the protein antigen into an animal and collecting blood from the animal to obtain antibody-containing serum.
- Such polyclonal antibodies may be produced from any host of animal species such as goat, rabbit, sheep, monkey, horse, pig, cow, dog, etc., but may not be limited thereto.
- antibodies of the present application may also include special antibodies such as chimeric antibodies and humanized antibodies.
- the "peptide” has the advantage of high binding ability to a target substance, and does not undergo denaturation even when subjected to heat/chemical treatment.
- it can be attached to other proteins and used as a fusion protein. Specifically, since it can be used by attaching it to a polymer protein chain, it can be used as a diagnostic kit and a drug delivery material.
- the "aptamer” is composed of a special kind of single-stranded nucleic acid (DNA, RNA or modified nucleic acid) that has a stable tertiary structure and can bind to a target molecule with high affinity and specificity.
- a type of polynucleotide As described above, aptamers can specifically bind to antigenic substances in the same way as antibodies, but are more stable than proteins, have a simple structure, and are composed of polynucleotides that are easy to synthesize, so they can be used instead of antibodies. can
- Substances that specifically bind to the mRNA may be sense and antisense primers or probes, but are not limited thereto.
- primer is a short gene sequence serving as the starting point of DNA synthesis, and refers to an oligonucleotide synthesized for the purpose of diagnosis, DNA sequencing, and the like.
- the primers may be synthesized and used in a length of 15 to 30 base pairs, but may vary depending on the purpose of use, and may be modified by methylation, capping, or the like by a known method.
- probe refers to a nucleic acid that can specifically bind to an mRNA having a length of several to several hundred bases prepared through enzymatic chemical separation and purification or synthesis. The presence or absence of mRNA can be confirmed by labeling a radioactive isotope or an enzyme, and it can be designed and modified using a known method.
- the nucleotide sequence of the gene encoding the VDBP Since the nucleotide sequence of the gene encoding the VDBP, the sequence complementary to the nucleotide sequence, or the probe or primer that specifically binds to the fragment of the nucleotide is known, the nucleotide sequence of the gene encoding the VDBP is known, so those skilled in the art can use the sequence Based on this, the primer or probe can be designed according to a conventional method in the art.
- RT-PCR reverse transcriptase polymerase reaction
- Competitive RT-PCR competitive reverse transcriptase polymerase reaction
- Real-time RT-PCR real-time reverse transcriptase polymerase reaction
- RNase protection assay RNase protection assay
- Northern blotting and DNA chips, but are not limited thereto.
- the amount of the protein can be confirmed using an antibody that specifically binds to the protein. Analysis methods for this include immuno-rubbing test, sandwich assay, enzyme linked immunosorbent assay (ELISA), radioimmunoassay (RIA), radioimmunodiffusion, and Ouchterlony immunodiffusion method.
- rocket immunoelectrophoresis immunohistochemistry, immunoprecipitation assay, complement fixation assay, fluorescence-activated cell sorting (FACS), western blotting, fluid cytometry ( flow cytometry), enzyme substrate coloring method, antigen-antibody aggregation method, protein chip, etc., preferably ELISA (enzyme linked immunosorbent assay) can be used, but is not limited thereto.
- the present invention may further include comparing the expression level with that of a control group.
- the control group For example, by comparing the expression level of VDBP mRNA or its protein in a sample of a patient suspected of osteoporosis with the expression level of a control group (unsuspected patient), if the VDBP expression level of the patient suspected of osteoporosis is lower than that of the control group, the control group It can be judged that the possibility of developing osteoporosis is higher than that of In addition, when the expression level of the VDBP mRNA or its protein has no statistically significant difference (ex. p ⁇ 0.05) or is measured high compared to the control expression level, it is possible to provide information for determining that the possibility of osteoporosis is low. there is.
- VDBP mRNA or its protein in the samples of two patients suspected of osteoporosis, it can be determined that a patient with a lower expression level has a higher possibility of developing osteoporosis than a patient with a higher expression level.
- the present invention provides a composition for predicting the onset of osteoporosis.
- the present invention includes a substance specifically binding to vitamin D binding protein (VDBP) mRNA or the protein.
- VDBP vitamin D binding protein
- the material is not limited as long as it can detect VDBP mRNA or its protein, but may be at least one selected from the group consisting of antibodies, aptamers, DNA, RNA, proteins, and polypeptides.
- the present invention provides a kit for predicting the onset of osteoporosis comprising the composition.
- the kit includes not only a material that specifically binds to VDBP mRNA or protein thereof, but also one or more other components suitable for the analysis method for measuring the expression level of VDBP mRNA or protein used in the kit, including a composition, solution or device. can include
- the kit When the kit is a kit for measuring the expression level of VDBP mRNA or protein, it may be a kit including essential elements necessary for performing RT-PCR.
- the RT-PCR kit contains, in addition to each pair of primers specific for the mRNA of the marker gene, a test tube or other suitable container, reaction buffer, deoxyribonucleotides (dNTPs), enzymes such as Taq-polymerase and reverse transcriptase, DNase, RNase inhibitors, DEPC-water, sterile water, and the like.
- dNTPs deoxyribonucleotides
- enzymes such as Taq-polymerase and reverse transcriptase
- DNase DNase
- RNase inhibitors deoxyribonucleotides
- DEPC-water sterile water
- sterile water sterile water
- the kit includes a substrate, a suitable buffer for immunological detection of a nucleotide sequence of a gene encoding VDBP, a sequence complementary to the nucleotide sequence, a fragment of the nucleotide or a substance that specifically binds to a protein encoded by the nucleotide sequence It may include a solution, a chromogenic enzyme or a fluorescently labeled secondary antibody, or a chromogenic substrate.
- a nitrocellulose membrane, a 96-well plate synthesized with polyvinyl resin, a 96-well plate synthesized with polystyrene resin, and glass slide glass may be used, and the coloring enzyme may be peroxidase, alkaline phosphatase ( alkaline phosphatase) may be used, FITC, RITC, etc. may be used as the fluorescent substance, and 2,2'-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) (ABTS) or o- Phenylenediamine (OPD), tetramethyl benzidine (TMB), and the like may be used.
- ABTS 2,2'-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid)
- OPD o- Phenylenediamine
- TMB tetramethyl benzidine
- the kit may be a microarray for predicting the occurrence of osteoporosis capable of measuring the expression level of VDBP mRNA.
- the microarray can be easily prepared by a person skilled in the art according to a method known in the art using the indicator factor, and according to one embodiment, the sequence corresponding to the mRNA of the gene encoding the VDBP protein or a fragment thereof It may be a microarray in which cDNA is attached to a substrate as a probe.
- the kit of the present application includes an antibody that specifically binds to a marker component, a secondary antibody conjugate conjugated with a label that develops color by reaction with a substrate, a solution of a color-developing substrate to react with the label, a washing solution, and an enzyme. It may include a reaction stop solution and the like, and may be manufactured in a number of separate packaging or compartments containing reagent components to be used, but may not be limited thereto.
- the kit of the present disclosure may include an agent capable of measuring the expression level of VDBP mRNA or protein thereof in a patient sample, as well as one or more types of compositions, solutions, or devices suitable for expression level analysis.
- the kit may include, but is not limited to, a substrate, an appropriate buffer solution, a secondary antibody labeled with a detection label, and a chromogenic substrate for immunological detection of the antibody.
- the kit may be a kit characterized in that it includes essential elements required to perform ELISA in order to implement various ELISA methods such as an ELISA kit and a sandwich ELISA.
- ELISA kits include antibodies specific for the above proteins.
- the antibody has high specificity and affinity for VDBP and little cross-reactivity to other proteins, and may be a monoclonal antibody, a polyclonal antibody, or a recombinant antibody.
- ELISA kits may also include antibodies specific for a control protein.
- Other ELISA kits may include reagents capable of detecting bound antibodies, for example, labeled secondary antibodies, chromophores, enzymes and their substrates, or other substances capable of binding to antibodies, etc. may not be limited thereto.
- the kit may be a kit for implementing Western blot, immunoprecipitation assay, complement fixation assay, flow cytometry, or protein chip, and may further include additional components suitable for each assay method. Through these analysis methods, anticancer drug resistance can be diagnosed by comparing the amount of antigen-antibody complex formation.
- Menopause was defined as cessation of menstruation for more than 1 year. Women diagnosed with osteoporosis or receiving medications such as calcium or bisphosphonates were excluded. Also excluded were women with hyperthyroidism, hyperparathyroidism, rheumatic joint disease, cancer, kidney disease, long-term corticosteroid use, and women with spinal prostheses inserted due to spinal disease.
- a self-diagnosis questionnaire was conducted during the health checkup at the General Health Examination Center to collect medical history and lifestyle information such as medical history, medication history, smoking status, alcohol consumption, and physical activity. Smoking was defined as smoking more than 1 cigarette per day, and drinking was defined as drinking more than once a month. Height and weight were measured using an automatic height-weight-body mass index (BMI) measuring instrument (Genix DS-102; DS Medical Genix, Korea) while standing barefoot after taking off outerwear. BMI was calculated by dividing weight (kg) by the square of height (m 2 ). All body measurements are shown to one decimal place.
- BMI height-weight-body mass index
- BMD bone mineral density
- lumbar spine vertebral bodies L1-L4
- femoral neck femoral neck
- the instrument's accuracy was measured twice in 30 participants.
- the precision error of the spine was 0.007 g/cm 2
- the smallest change in the 95% confidence interval was measured as 0.019 g/cm 2 .
- Bone mineral density was classified into normal (T-score ⁇ -1.0 SD), osteopenia (T-score -1.0 to -2.5 SD) and osteoporosis (T-score ⁇ - 2.5 SD).
- Each serum sample was aliquoted into two tubes and stored at 80°C until total 25(OH)D and VDBP analysis.
- Serum total 25(OH)D concentrations were analyzed using the Elecsys Vitamin D Total Kit with the Cobas e602 module (Roche Diagnostics, Mannheim, Germany). This electrochemiluminescence assay is based on microparticles coated with VDBP labeled with ruthenium, Vitamin D labeled with biotin and streptavidin.
- VDBP concentration was measured using the Human Vitamin D BP Quantikine enzyme-linked immunosorbent assay kit (R&D Systems, Minneapolis, MN) according to the manufacturer's protocol.
- Bioavailable 25(OH)D and free 25(OH)D concentrations were calculated according to Equation 1 below based on total 25(OH)D, VDBP and albumin concentrations.
- Equation 2 The shape of the optimal model is shown in Equation 2 below.
- the data presented in Table 4 were obtained by performing univariate linear regression analysis considering L1-L4 BMD (g/cm 2 ) and femoral neck BMD (g/cm 2 ) as the results.
- L1-L4 BMD (g/cm 2 ) and femoral neck BMD (g/cm 2 ) were considered as results, and LASSO and stepAIC were used for model construction.
- a log-linear model was used to determine the association between menopause and incidence of osteopenia and osteoporosis in agricultural labor.
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Abstract
The present invention relates to a method for providing information for predicting the onset of osteoporosis and a composition for predicting the onset of osteoporosis, by which the possibility of the onset of osteoporosis may be predicted in an accurate and simple manner by measuring the expression level of a vitamin D binding protein, and thus the onset of osteoporosis may be prevented.
Description
본 발명은 골다공증 발병 예측을 위한 정보제공방법 및 골다공증 발병 예측용 조성물에 관한 것이다.The present invention relates to a method for providing information for predicting the onset of osteoporosis and a composition for predicting the onset of osteoporosis.
골다공증(Osteoporosis)은 뼈의 강도가 약해져서 쉽게 골절되는 골격계 질환 중 하나로, 뼈를 구성하는 미네랄 (특히 칼슘)과 기질이 감소한 상태이다. 뼈의 크기나 용적은 같아도 뼈의 질량 자체가 매우 적어져, 뼈에 스펀지처럼 작은 구멍이 많이 나서 무르고 쉽게 부러지는 상태로 작은 충격에도 골절되기 쉬우므로 주의해야 하는 질환이다. BACKGROUND OF THE INVENTION Osteoporosis is one of skeletal diseases in which bones are easily fractured due to weakened strength, and is a state in which minerals (particularly calcium) and substrate constituting bones are reduced. Even if the size and volume of the bone is the same, the mass of the bone itself is very small, and the bone has many small holes like a sponge, making it soft and easily broken.
또한, 골다공증 등으로 유발되는 골절은 일반적으로 한번으로 끝나지 않으며, 추가 골절의 가능성이 높다.In addition, fractures caused by osteoporosis or the like generally do not end once, and there is a high possibility of additional fractures.
이에 골다공증 발병 가능성을 미리 예측하기 위해 종래에는 골재생 마커를 이용한 기술의 개발이 이루어져 왔으나, 골재생 마커에 따라 골다공증이 반드시 발생하는 것이 아니며, 개인마다 편차가 크기 때문에 정확도가 떨어져 골재생 마커만으로 골다공증의 발생 여부를 판단하기 어려운 문제가 있다.Accordingly, in order to predict the possibility of osteoporosis in advance, technology using bone regeneration markers has been developed in the past, but osteoporosis does not necessarily occur according to bone regeneration markers, and since there is great variation among individuals, accuracy is low and osteoporosis can be diagnosed only with bone regeneration markers. There is a problem that is difficult to determine whether
이에, 간편하고 정확하게 골다공증 발병 가능성을 예측할 수 있는 방법이 필요하다.Accordingly, there is a need for a method capable of predicting the possibility of developing osteoporosis simply and accurately.
본 발명을 골다공증 발병 예측을 위한 정보제공방법을 제공한다.The present invention provides a method for providing information for predicting the onset of osteoporosis.
본 발명은 골다공증 발병 예측용 조성물을 제공한다.The present invention provides a composition for predicting the onset of osteoporosis.
1. 개체로부터 분리된 시료 내의 비타민 D 결합 단백질(VDBP, Vitamin D binding protein) mRNA 또는 그 단백질의 발현 수준을 측정하는 단계를 포함하는 골다공증 발병 예측을 위한 정보제공방법.1. A method for providing information for predicting the onset of osteoporosis, comprising measuring the expression level of vitamin D binding protein (VDBP) mRNA or the protein in a sample isolated from the subject.
2. 위 1에 있어서, 상기 발현 수준이 대조군 대비 낮으면 상기 개체는 대조군 대비 골다공증의 발병 가능성이 더 높다고 판단하는, 골다공증 발병 예측을 위한 정보제공방법.2. In the above 1, if the expression level is lower than the control group, the individual is determined to have a higher possibility of developing osteoporosis than the control group, the information providing method for predicting the onset of osteoporosis.
3. 위 1에 있어서, 상기 시료는 혈청인, 골다공증 발병 예측을 위한 정보제공방법.3. The method of providing information for predicting the onset of osteoporosis in the above 1, wherein the sample is serum.
4. 비타민 D 결합 단백질(VDBP, Vitamin D binding protein) mRNA 또는 그 단백질에 특이적으로 결합하는 물질을 포함하는 골다공증 발병 예측용 조성물.4. A composition for predicting the onset of osteoporosis comprising a substance specifically binding to vitamin D binding protein (VDBP) mRNA or the protein.
5. 위 4에 있어서, 상기 물질은 항체, 압타머, DNA, RNA, 단백질, 폴리펩티드로 이루어진 군에서 선택되는 적어도 하나인, 골다공증 발병 예측용 조성물.5. The composition for predicting the onset of osteoporosis according to 4 above, wherein the substance is at least one selected from the group consisting of antibodies, aptamers, DNA, RNA, proteins, and polypeptides.
6. 위 4 또는 5의 조성물을 포함하는 골다공증 발병 예측용 키트.6. A kit for predicting the onset of osteoporosis comprising the composition of 4 or 5 above.
본 발명은 골다공증 발병 예측을 위한 정보제공방법 및 골다공증 발병 예측용 조성물에 관한 것으로, 비타민 D 결합 단백질의 발현 수준을 측정하여 골다공증의 발병 가능성을 정확하고 간단하게 예측할 수 있어 골다공증의 발병을 예방할 수 있다.The present invention relates to a method for providing information for predicting the onset of osteoporosis and a composition for predicting the onset of osteoporosis, wherein the possibility of the onset of osteoporosis can be accurately and simply predicted by measuring the expression level of a vitamin D-binding protein, thereby preventing the onset of osteoporosis. .
도 1은 골다공증 의심 환자와 대조군 간의 (A) 총 25(OH)D (B) bioavailable 25(OH)D (C) free 25(OH)D 및 (D) VDBP 농도를 비교한 것이다.1 is a comparison of (A) total 25(OH)D (B) bioavailable 25(OH)D (C) free 25(OH)D and (D) VDBP concentrations between a patient suspected of osteoporosis and a control group.
이하, 본 발명을 상세히 설명한다.Hereinafter, the present invention will be described in detail.
본 발명은 골다공증 발병 예측을 위한 정보제공방법을 제공한다.The present invention provides an information providing method for predicting the onset of osteoporosis.
본 발명은 개체로부터 분리된 시료 내의 비타민 D 결합 단백질(VDBP, Vitamin D binding protein) mRNA 또는 그 단백질의 발현 수준을 측정하는 단계를 포함한다.The present invention includes measuring the expression level of vitamin D binding protein (VDBP) mRNA or protein in a sample isolated from a subject.
개체는 골다공증을 보유한 경험이 있는 동물, 골다공증 보유가 의심되는 동물, 그 외 골다공증 발병 예측을 위한 정보를 제공받고자 하는 동물 등으로서, 상기 동물은 인간을 포함한 포유류일 수 있다.The subject may be an animal having experience with osteoporosis, an animal suspected of having osteoporosis, or an animal for which information for predicting the onset of osteoporosis is desired, and the animal may be a mammal including a human.
시료는 개체로부터 분리된 것으로서, 그 예로는 조직, 세포, 전혈, 혈장, 혈청 또는 혈액 등일 수 있고, 바람직하게는 혈청일 수 있으나, 이에 제한되는 것은 아니다.A sample is isolated from an individual, and examples thereof may include tissue, cells, whole blood, plasma, serum, or blood, preferably serum, but are not limited thereto.
VDBP는 개체 유래 시료에 존재하는 것으로서, 이는 해당 개체의 비타민 D 결합 단백질이고, 예를 들어 인간의 경우 서열번호 1의 아미노산 서열로 이루어진 단백질일 수 있다.VDBP is present in a sample derived from an individual, and is a vitamin D binding protein of the individual. For example, in the case of humans, it may be a protein consisting of the amino acid sequence of SEQ ID NO: 1.
상기 측정은 VDBP를 검출하는 물질을 상기 시료에 처리하여 수행되는 것일 수 있다.The measurement may be performed by treating the sample with a substance that detects VDBP.
상기 물질은 VDBP mRNA 또는 그 단백질을 검출할 수 있다면 제한되지 않으나, 항체, 압타머, DNA, RNA, 단백질, 폴리펩티드로 이루어진 군에서 선택되는 적어도 하나일 수 있다.The material is not limited as long as it can detect VDBP mRNA or its protein, but may be at least one selected from the group consisting of antibodies, aptamers, DNA, RNA, proteins, and polypeptides.
본원에서, "항체"란 항원성 부위에 특이적인 단백질 분자를 의미한다. 본원의 목적상, 항체는 상기 마커 단백질인 VDBP에 특이적으로 결합하는 항체를 의미하며, 모노클로날 항체, 폴리클로날 항체 및 재조합 항체를 모두 포함할 수 있다.As used herein, "antibody" refers to a protein molecule specific for an antigenic site. For purposes of this application, an antibody refers to an antibody that specifically binds to the marker protein, VDBP, and may include both monoclonal antibodies, polyclonal antibodies and recombinant antibodies.
상기 모노클로날 항체는 당해 분야에 널리 공지된 하이브리도마 방법, 또는 파지 항체 라이브러리기술을 이용하여 제조될 수 있으나, 이에 제한되지 않을 수 있다.The monoclonal antibody may be prepared using a hybridoma method well known in the art or a phage antibody library technology, but may not be limited thereto.
상기 폴리클로날 항체는 상기한 단백질 항원을 동물에 주사하고 동물로부터 채혈하여 항체를 포함하는 혈청을 수득하는 것을 포함하는, 당해 분야에 널리 공지된 방법에 의해 생산할 수 있다. 이러한 폴리클로날 항체는 염소, 토끼, 양, 원숭이, 말, 돼지, 소, 개 등의 임의의 동물 종 숙주로부터 제조 가능하나, 이에 제한되지 않을 수 있다.The polyclonal antibody may be produced by a method well known in the art, including injecting the protein antigen into an animal and collecting blood from the animal to obtain antibody-containing serum. Such polyclonal antibodies may be produced from any host of animal species such as goat, rabbit, sheep, monkey, horse, pig, cow, dog, etc., but may not be limited thereto.
또한, 본원의 항체에는 키메라 항체, 인간화 항체 등의 특수항체도 포함될 수 있다.In addition, the antibodies of the present application may also include special antibodies such as chimeric antibodies and humanized antibodies.
상기 "펩티드"는 표적 물질에 대한 결합력 높은 장점이 있으며, 열/화학 처리시에도 변성이 일어나지 않는다. 또한 분자 크기가 작기 때문에 다른 단백질에 붙여서 융합 단백질로의 이용이 가능하다. 구체적으로 고분자 단백질 체인에 붙여서 이용이 가능하므로 진단 키트 및 약물전달 물질로 이용될 수 있다.The "peptide" has the advantage of high binding ability to a target substance, and does not undergo denaturation even when subjected to heat/chemical treatment. In addition, because of its small molecular size, it can be attached to other proteins and used as a fusion protein. Specifically, since it can be used by attaching it to a polymer protein chain, it can be used as a diagnostic kit and a drug delivery material.
상기 "앱타머(aptamer)"란, 그 자체로 안정된 삼차 구조를 가지면서 표적 분자에 높은 친화성과 특이성으로 결합할 수 있는 특징을 가진 특별한 종류의 단일가닥 핵산(DNA, RNA 또는 변형핵산)으로 구성된 폴리뉴클레오티드의 일종을 의미한다. 상술한 바와 같이, 앱타머는 항체와 동일하게 항원성 물질에 특이적으로 결합할 수 있으면서도, 단백질보다 안정성이 높고, 구조가 간단하며, 합성이 용이한 폴리뉴클레오티드로 구성되어 있으므로, 항체를 대체하여 사용될 수 있다.The "aptamer" is composed of a special kind of single-stranded nucleic acid (DNA, RNA or modified nucleic acid) that has a stable tertiary structure and can bind to a target molecule with high affinity and specificity. A type of polynucleotide. As described above, aptamers can specifically bind to antigenic substances in the same way as antibodies, but are more stable than proteins, have a simple structure, and are composed of polynucleotides that are easy to synthesize, so they can be used instead of antibodies. can
상기 mRNA에 특이적으로 결합하는 물질은 센스 및 안티센스 프라이머, 또는 프로브일 수 있으나, 이에 제한되는 것은 아니다.Substances that specifically bind to the mRNA may be sense and antisense primers or probes, but are not limited thereto.
본 발명에서 "프라이머"란 DNA 합성의 기시점이 되는 짧은 유전자 서열로써, 진단, DNA 시퀀싱 등에 이용할 목적으로 합성된 올리고뉴클레오티드를 의미한다. 상기 프라이머들은 통상적으로 15 내지 30 염기쌍의 길이로 합성하여 사용할 수 있으나, 사용 목적에 따라 달라질 수 있으며, 공지된 방법으로 메틸화, 캡화 등으로 변형시킬 수 있다.In the present invention, "primer" is a short gene sequence serving as the starting point of DNA synthesis, and refers to an oligonucleotide synthesized for the purpose of diagnosis, DNA sequencing, and the like. The primers may be synthesized and used in a length of 15 to 30 base pairs, but may vary depending on the purpose of use, and may be modified by methylation, capping, or the like by a known method.
본 발명에서 "프로브"란 효소 화학적인 분리정제 또는 합성과정을 거쳐 제작된 수 염기 내지 수백 염기길이의 mRNA와 특이적으로 결합할 수 있는 핵산을 의미한다. 방사성 동위원소나 효소 등을 표지하여 mRNA의 존재 유무를 확인할 수 있으며, 공지된 방법으로 디자인하고 변형시켜 사용할 수 있다.In the present invention, "probe" refers to a nucleic acid that can specifically bind to an mRNA having a length of several to several hundred bases prepared through enzymatic chemical separation and purification or synthesis. The presence or absence of mRNA can be confirmed by labeling a radioactive isotope or an enzyme, and it can be designed and modified using a known method.
상기 VDBP를 코딩하는 유전자의 뉴클레오티드 서열, 상기 뉴클레오티드 서열에 상보적인 서열 또는 상기 뉴클레오티드의 단편에 특이적으로 결합하는 프로브 또는 프라이머는 VDBP를 코딩하는 유전자의 뉴클레오티드 서열이 알려져 있으므로, 통상의 기술자는 상기 서열을 바탕으로 상기 프라이머 또는 프로브를 당해 기술분야의 통상적인 방법에 따라 디자인할 수 있다.Since the nucleotide sequence of the gene encoding the VDBP, the sequence complementary to the nucleotide sequence, or the probe or primer that specifically binds to the fragment of the nucleotide is known, the nucleotide sequence of the gene encoding the VDBP is known, so those skilled in the art can use the sequence Based on this, the primer or probe can be designed according to a conventional method in the art.
상기 mRNA의 시료 내 농도를 측정하는 방법으로서 역전사효소 중합효소반응(RT-PCR), 경쟁적 역전사효소 중합효소반응(Competitive RT-PCR), 실시간 역전사효소 중합효소반응(Real-time RT-PCR), RNase 보호 분석법(RPA;RNase protection assay), 노던 블롯팅 (Northern blotting) 및 DNA 칩 등이 있으나, 이에 제한되는 것은 아니다.As a method for measuring the concentration of the mRNA in the sample, reverse transcriptase polymerase reaction (RT-PCR), competitive reverse transcriptase polymerase reaction (Competitive RT-PCR), real-time reverse transcriptase polymerase reaction (Real-time RT-PCR), RNase protection assay (RPA; RNase protection assay), Northern blotting, and DNA chips, but are not limited thereto.
상기 단백질의 시료 내 농도를 측정하는 방법으로서 상기 단백질에 대하여 특이적으로 결합하는 항체를 이용하여 단백질의 양을 확인할 수 있다. 이를 위한 분석 방법으로는 면역탁본검사, 샌드위치 측정법(sandwich assay), ELISA(enzyme linked immunosorbent assay), 방사선면역분석(RIA: Radioimmunoassay), 방사 면역 확산법(radioimmunodiffusion), 오우크테로니(Ouchterlony) 면역 확산법, 로케트(rocket) 면역전기영동, 조직면역 염색(immunohistochemistry), 면역침전 분석법(Immunoprecipitation Assay), 보체 고정 분석법(Complement Fixation Assay), FACS(fluorescence-activated cell sorting), 웨스턴 블롯팅, 유체 세포 측정법(flow cytometry), 효소기질발색법, 항원-항체 응집법 및 단백질 칩(protein chip) 등이 있고, 바람직하게는 ELISA(enzyme linked immunosorbent assay)를 이용할 수 있으나, 이에 제한되는 것은 아니다.As a method of measuring the concentration of the protein in a sample, the amount of the protein can be confirmed using an antibody that specifically binds to the protein. Analysis methods for this include immuno-rubbing test, sandwich assay, enzyme linked immunosorbent assay (ELISA), radioimmunoassay (RIA), radioimmunodiffusion, and Ouchterlony immunodiffusion method. , rocket immunoelectrophoresis, immunohistochemistry, immunoprecipitation assay, complement fixation assay, fluorescence-activated cell sorting (FACS), western blotting, fluid cytometry ( flow cytometry), enzyme substrate coloring method, antigen-antibody aggregation method, protein chip, etc., preferably ELISA (enzyme linked immunosorbent assay) can be used, but is not limited thereto.
본 발명은 상기 발현 수준을 대조군의 발현 수준과 비교하는 단계를 더 포함할 수 있다.The present invention may further include comparing the expression level with that of a control group.
예를 들어, 골다공증 의심 환자의 시료 내의 VDBP mRNA 또는 그 단밸질의 발현 수준과 대조군(비의심환자)의 발현 수준을 비교하여 골다공증 의심 환자의 VDBP 발현 수준이 대조군의 VDBP 발현 수준에 비해 낮은 경우, 대조군에 비해 골다공증 발병 가능성이 높다고 판단할 수 있다. 또한, 상기 VDBP mRNA 또는 그 단백질의 발현 수준이 대조군 발현 수준과 비교하여 통계적으로 유의한 차이가 없거나(ex. p<0.05) 높게 측정되는 경우 골다공증 발병 가능성이 낮다고 판단할 수 있는 정보를 제공할 수 있다.For example, by comparing the expression level of VDBP mRNA or its protein in a sample of a patient suspected of osteoporosis with the expression level of a control group (unsuspected patient), if the VDBP expression level of the patient suspected of osteoporosis is lower than that of the control group, the control group It can be judged that the possibility of developing osteoporosis is higher than that of In addition, when the expression level of the VDBP mRNA or its protein has no statistically significant difference (ex. p<0.05) or is measured high compared to the control expression level, it is possible to provide information for determining that the possibility of osteoporosis is low. there is.
또한, 2명의 골다공증 의심 환자의 시료 내의 VDBP mRNA 또는 그 단백질의 발현 수준을 비교하여 발현 수준이 더 낮은 환자의 경우, 발현 수준이 더 높은 환자보다 골다공증 발병 가능성이 더 높다고 판단할 수 있다.In addition, by comparing the expression level of VDBP mRNA or its protein in the samples of two patients suspected of osteoporosis, it can be determined that a patient with a lower expression level has a higher possibility of developing osteoporosis than a patient with a higher expression level.
본 발명은 골다공증 발병 예측용 조성물을 제공한다.The present invention provides a composition for predicting the onset of osteoporosis.
본 발명은 비타민 D 결합 단백질(VDBP, Vitamin D binding protein) mRNA 또는 그 단백질에 특이적으로 결합하는 물질을 포함한다.The present invention includes a substance specifically binding to vitamin D binding protein (VDBP) mRNA or the protein.
상기 물질은 VDBP mRNA 또는 그 단백질을 검출할 수 있다면 제한되지 않으나, 항체, 압타머, DNA, RNA, 단백질, 폴리펩티드로 이루어진 군에서 선택되는 적어도 하나일 수 있다.The material is not limited as long as it can detect VDBP mRNA or its protein, but may be at least one selected from the group consisting of antibodies, aptamers, DNA, RNA, proteins, and polypeptides.
상기 물질에 대한 사항은 전술한 바와 같다.Details of the material are as described above.
본 발명은 상기 조성물을 포함하는 골다공증 발병 예측용 키트를 제공한다.The present invention provides a kit for predicting the onset of osteoporosis comprising the composition.
상기 키트는 VDBP mRNA 또는 그 단백질에 특이적으로 결합하는 물질을 포함할 뿐만 아니라, 그 키트가 이용하는 VDBP mRNA 또는 그 단백질 발현량을 측정하는 분석방법에 적합한 하나 이상의 다른 구성 성분 조성물, 용액 또는 장치를 포함할 수 있다.The kit includes not only a material that specifically binds to VDBP mRNA or protein thereof, but also one or more other components suitable for the analysis method for measuring the expression level of VDBP mRNA or protein used in the kit, including a composition, solution or device. can include
상기 키트는 VDBP mRNA 또는 단백질의 발현량을 측정하기 위한 키트일 경우, RT-PCR을 수행하기 위해 필요한 필수 요소를 포함하는 키트일 수 있다. RT-PCR 키트는 마커 유전자의 mRNA에 대한 특이적인 각각의 프라이머 쌍 이외에도 테스트 튜브 또는 다른 적절한 컨테이너, 반응 완충액, 데옥시리보뉴클레오티드(dNTPs), Taq-폴리머라제 및 역전사효소와 같은 효소, DNase, RNase 억제제, DEPC-수(dEPC water), 멸균수 등을 포함할 수 있다. 또한, 정량 대조군으로 사용되는 유전자에 특이적인 프라이머 쌍을 포함할 수 있다.When the kit is a kit for measuring the expression level of VDBP mRNA or protein, it may be a kit including essential elements necessary for performing RT-PCR. The RT-PCR kit contains, in addition to each pair of primers specific for the mRNA of the marker gene, a test tube or other suitable container, reaction buffer, deoxyribonucleotides (dNTPs), enzymes such as Taq-polymerase and reverse transcriptase, DNase, RNase inhibitors, DEPC-water, sterile water, and the like. In addition, a pair of "primer" specific to a gene used as a quantitative control may be included.
상기 키트는 VDBP을 코딩하는 유전자의 뉴클레오티드 서열, 상기 뉴클레오티드 서열에 상보적인 서열, 상기 뉴클레오티드의 단편 또는 상기 뉴클레오티드 서열에 의해 코딩되는 단백질에 특이적으로 결합하는 물질의 면역학적 검출을 위하여 기질, 적합한 완충용액, 발색 효소 또는 형광물질로 표지된 2차 항체, 발색 기질을 포함할 수 있다. 상기 기질은 니트로셀룰로오스 막, 폴리비닐 수지로 합성된 96 웰 플레이트, 폴리스티렌 수지로 합성된 96 웰 플레이트 및 유리 슬라이드 글라스 등이 이용될 수 있고, 발색효소는 퍼옥시다아제(peroxidase), 알칼라인 포스파타아제(alkaline phosphatase)가 사용될 수 있고, 형광물질은 FITC, RITC 등이 사용될 수 있고, 발색 기질은 2,2'-아지노-비스(3-에틸벤조티아졸린-6-설폰산)(ABTS) 또는 o-페닐렌디아민(OPD), 테트라메틸 벤지딘(TMB) 등이 사용될 수 있다.The kit includes a substrate, a suitable buffer for immunological detection of a nucleotide sequence of a gene encoding VDBP, a sequence complementary to the nucleotide sequence, a fragment of the nucleotide or a substance that specifically binds to a protein encoded by the nucleotide sequence It may include a solution, a chromogenic enzyme or a fluorescently labeled secondary antibody, or a chromogenic substrate. As the substrate, a nitrocellulose membrane, a 96-well plate synthesized with polyvinyl resin, a 96-well plate synthesized with polystyrene resin, and glass slide glass may be used, and the coloring enzyme may be peroxidase, alkaline phosphatase ( alkaline phosphatase) may be used, FITC, RITC, etc. may be used as the fluorescent substance, and 2,2'-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) (ABTS) or o- Phenylenediamine (OPD), tetramethyl benzidine (TMB), and the like may be used.
상기 키트는 VDBP mRNA의 발현량을 측정할 수 있는 골다공증 발병 예측용 마이크로어레이(microarray)일 수 있다. 상기 마이크로어레이는 상기 지표인자를 이용하여 당해 기술분야에 공지된 방법에 따라 당업자가 용이하게 제조할 수 있으며, 일 구체예에 따르면 상기 VDBP 단백질을 코딩하는 유전자의 mRNA 또는 그의 단편에 해당하는 서열의 cDNA가 프로브로서 기판에 부착되어 있는 마이크로어레이일 수 있다.The kit may be a microarray for predicting the occurrence of osteoporosis capable of measuring the expression level of VDBP mRNA. The microarray can be easily prepared by a person skilled in the art according to a method known in the art using the indicator factor, and according to one embodiment, the sequence corresponding to the mRNA of the gene encoding the VDBP protein or a fragment thereof It may be a microarray in which cDNA is attached to a substrate as a probe.
또한, 본원의 키트는 마커 성분에 특이적으로 결합하는 항체, 기질과의 반응에 의해서 발색하는 표지체가 접합된 2차 항체 접합체(conjugate), 상기 표지체와 발색 반응할 발색 기질 용액, 세척액 및 효소반응 정지용액 등을 포함할 수 있으며, 사용되는 시약 성분을 포함하는 다수의 별도 패키징 또는 컴파트먼트로 제작될 수 있으나, 이에 제한되지 않을 수 있다.In addition, the kit of the present application includes an antibody that specifically binds to a marker component, a secondary antibody conjugate conjugated with a label that develops color by reaction with a substrate, a solution of a color-developing substrate to react with the label, a washing solution, and an enzyme. It may include a reaction stop solution and the like, and may be manufactured in a number of separate packaging or compartments containing reagent components to be used, but may not be limited thereto.
본원의 키트는 환자 시료 내 VDBP mRNA 또는 그 단백질의 발현 수준을 측정할 수 있는 제제뿐만 아니라, 발현 수준 분석에 적합한 한 종류 이상의 조성물, 용액 또는 장치를 포함할 수 있다. 예를 들어, 상기 키트는 항체의 면역학적 검출을 위하여 기질, 적당한 완충용액, 검출 라벨로 표지된 2차 항체, 및 발색 기질 등을 포함할 수 있으나, 이에 제한되지 않을 수 있다.The kit of the present disclosure may include an agent capable of measuring the expression level of VDBP mRNA or protein thereof in a patient sample, as well as one or more types of compositions, solutions, or devices suitable for expression level analysis. For example, the kit may include, but is not limited to, a substrate, an appropriate buffer solution, a secondary antibody labeled with a detection label, and a chromogenic substrate for immunological detection of the antibody.
구체적인 일례로, 상기 키트는 ELISA 키트, 샌드위치 ELISA등 다양한 ELISA 방법을 구현하기 위하여, ELISA를 수행하기 위해 필요한 필수 요소를 포함하는 것을 특징으로 하는 키트일 수 있다. 이러한 ELISA 키트는 상기 단백질들에 대한 특이적인 항체를 포함한다. 항체는 VDBP에 대한 특이성 및 친화성이 높고 다른 단백질에 교차 반응성이 거의 없는 항체로, 모노클로날 항체, 폴리클로날 항체 또는 재조합 항체일 수 있다. 또한 ELISA 키트는 대조군 단백질에 특이적인 항체를 포함할 수 있다. 그 외 ELISA 키트는 결합된 항체를 검출할 수 있는 시약, 예를 들면, 표지된 2차 항체, 발색단(chromopores), 효소 및 그의 기질 또는 항체와 결합할 수 있는 다른 물질 등을 포함할 수 있으나, 이에 제한되지 않을 수 있다.As a specific example, the kit may be a kit characterized in that it includes essential elements required to perform ELISA in order to implement various ELISA methods such as an ELISA kit and a sandwich ELISA. These ELISA kits include antibodies specific for the above proteins. The antibody has high specificity and affinity for VDBP and little cross-reactivity to other proteins, and may be a monoclonal antibody, a polyclonal antibody, or a recombinant antibody. ELISA kits may also include antibodies specific for a control protein. Other ELISA kits may include reagents capable of detecting bound antibodies, for example, labeled secondary antibodies, chromophores, enzymes and their substrates, or other substances capable of binding to antibodies, etc. may not be limited thereto.
이 외에도, 상기 키트는 웨스턴 블롯, 면역침전분석법, 보체 고정 분석법, 유세포분석, 또는 단백질 칩 등을 구현하기 위한 키트일 수 있으며, 각 분석 방법에 적합한 부가적인 구성을 추가로 포함할 수 있다. 이 분석 방법들을 통하여, 항원-항체 복합체 형성량을 비교함으로써 항암제 내성을 진단할 수 있다.In addition, the kit may be a kit for implementing Western blot, immunoprecipitation assay, complement fixation assay, flow cytometry, or protein chip, and may further include additional components suitable for each assay method. Through these analysis methods, anticancer drug resistance can be diagnosed by comparing the amount of antigen-antibody complex formation.
이하, 본 발명을 구체적으로 설명하기 위해 실시예를 들어 상세히 설명하기로 한다.Hereinafter, examples will be described in detail to explain the present invention in detail.
재료 및 방법Materials and Methods
1. 연구대상1. Subject of research
이 연구는 진주시에서 농업에 종사하는 210명의 건강한 여성과 180명의 다른 직업을 가진 건강한 여성을 포함하였다. 농업에 종사하는 모든 참가자는 무료 정부 지원 프로그램인 전국 농민 건강 검진 프로그램에 등록되었다. 180개 직업 통제의 직업은 주부 55명, 사무원 61명, 관리인 41명, 자영업자 22명, 실업자 1명이었다. 모든 참가자는 2019년 5월부터 9월 사이에 건강 검진을 위해 경상대학교 병원 종합의료서비스센터를 방문하였다.This study included 210 healthy women working in agriculture and 180 healthy women working in other occupations in Jinju City. All participants in agriculture were enrolled in the National Farmer Health Screening Program, a free government-funded program. The occupations of 180 occupations controlled were 55 housewives, 61 office workers, 41 managers, 22 self-employed, and 1 unemployed. All participants visited the Gyeongsang National University Hospital General Medical Service Center for health checkups between May and September 2019.
2. 인구통계 및 의료 데이터 수집2. Demographic and Medical Data Collection
이 연구는 의료 기록 분석을 통해 후향적으로 수행되었다. 폐경은 월경이 1년 이상 중단된 경우로 정의하였다. 골다공증 진단을 받았거나 칼슘 또는 비스포스포네이트와 같은 약물을 투여받는 여성은 제외되었다. 또한 갑상선 기능 항진증, 부갑상선 기능 항진증, 류마티스 관절 질환, 암, 신장 질환 및 장기간 스테로이드 사용 경험이 있는 여성 및 척추 질환으로 인해 척추에 인공 보형물을 삽입한 여성도 제외되었다.This study was conducted retrospectively by analyzing medical records. Menopause was defined as cessation of menstruation for more than 1 year. Women diagnosed with osteoporosis or receiving medications such as calcium or bisphosphonates were excluded. Also excluded were women with hyperthyroidism, hyperparathyroidism, rheumatic joint disease, cancer, kidney disease, long-term corticosteroid use, and women with spinal prostheses inserted due to spinal disease.
종합건강검진센터에서 건강검진 시 자가진단 설문지를 실시하여 병력, 약물복용력, 흡연여부, 음주, 신체활동 등의 병력 및 생활습관 정보를 수집하였다. 흡연 여부는 하루 1개비 이상으로 정의하였고, 음주는 월 1회 이상 음주로 정의하였다. 키와 몸무게는 자동 신장-체중-체질량지수(BMI) 측정기(제닉스 DS-102; 디에스메디칼 제닉스, 한국)를 이용하여 겉옷을 벗고 맨발로 선 상태에서 측정하였다. BMI는 체중(kg)을 키(m2)의 제곱으로 나누어 계산하였다. 모든 신체 치수는 소수점 이하 1자리로 표시되었다.A self-diagnosis questionnaire was conducted during the health checkup at the General Health Examination Center to collect medical history and lifestyle information such as medical history, medication history, smoking status, alcohol consumption, and physical activity. Smoking was defined as smoking more than 1 cigarette per day, and drinking was defined as drinking more than once a month. Height and weight were measured using an automatic height-weight-body mass index (BMI) measuring instrument (Genix DS-102; DS Medical Genix, Korea) while standing barefoot after taking off outerwear. BMI was calculated by dividing weight (kg) by the square of height (m 2 ). All body measurements are shown to one decimal place.
3. 골감소증 및 골다공증 진단3. Diagnosis of osteopenia and osteoporosis
BMD(골밀도)는 요추(척추 L1-L4)와 대퇴골 경부의 이중 에너지 X선 흡수 측정법(Horizon CI, HOLOGIC, MA)으로 측정되었으며 국제 임상 밀도 측정법 지침에 따라 판독되었다. 장비의 정확도는 30명의 참가자에서 두 번 측정되었다. 척추의 정밀도 오차는 0.007g/cm2이었으며, 95% 신뢰구간에서 가장 작은 변화는 0.019g/cm2로 측정되었다. 골밀도는 정상(T-점수≥-1.0 SD), 골감소증(T-점수 -1.0 ~ -2.5 SD) 및 골다공증(T-score≤- 2.5 SD)으로 분류되었다.BMD (bone mineral density) was measured by dual-energy X-ray absorptiometry (Horizon CI, HOLOGIC, MA) of the lumbar spine (vertebral bodies L1-L4) and femoral neck, read according to international clinical densitometry guidelines. The instrument's accuracy was measured twice in 30 participants. The precision error of the spine was 0.007 g/cm 2 , and the smallest change in the 95% confidence interval was measured as 0.019 g/cm 2 . Bone mineral density was classified into normal (T-score ≥ -1.0 SD), osteopenia (T-score -1.0 to -2.5 SD) and osteoporosis (T-score ≤ - 2.5 SD).
4. 비타민 D 및 VDBP 측정4. Vitamin D and VDBP measurements
각 혈청 샘플을 2개의 튜브에 분취하고 총 25(OH)D 및 VDBP를 분석할 때까지 80℃에서 보관하였다. Cobas e602 모듈(Roche Diagnostics, Mannheim, Germany)과 함께 Elecsys 비타민 D Total Kit를 사용하여 혈청 총 25(OH)D 농도를 분석하였다. 이 전기화학발광 분석은 루테늄으로 표시된 VDBP, 비오틴으로 표시된 비타민 D 및 스트렙타비딘으로 코팅된 미세입자를 기반으로 한다. VDBP 농도는 제조사의 프로토콜에 따라 Human Vitamin D BP Quantikine enzyme-linked immunosorbent assay kit(R&D Systems, Minneapolis, MN)를 사용하여 측정되었다.Each serum sample was aliquoted into two tubes and stored at 80°C until total 25(OH)D and VDBP analysis. Serum total 25(OH)D concentrations were analyzed using the Elecsys Vitamin D Total Kit with the Cobas e602 module (Roche Diagnostics, Mannheim, Germany). This electrochemiluminescence assay is based on microparticles coated with VDBP labeled with ruthenium, Vitamin D labeled with biotin and streptavidin. VDBP concentration was measured using the Human Vitamin D BP Quantikine enzyme-linked immunosorbent assay kit (R&D Systems, Minneapolis, MN) according to the manufacturer's protocol.
5. 생체이용 가능한(bioavailable) 25(OH)D 및 유리 25(OH)D 계산5. Calculation of bioavailable 25(OH)D and free 25(OH)D
생체이용 가능한(bioavailable) 25(OH)D 및 유리 25(OH)D 농도는 총 25(OH)D, VDBP 및 알부민 농도를 기반으로 하기 식 1에 따라 계산되었다.Bioavailable 25(OH)D and free 25(OH)D concentrations were calculated according to Equation 1 below based on total 25(OH)D, VDBP and albumin concentrations.
[식 1][Equation 1]
6. 통계 분석6. Statistical analysis
모든 분석은 R 버전 '4.0.3'으로 수행되었으며 유의수준 P=.05를 사용하여 분석하였다. 표 1과 표 2에 제시된 데이터에 대해 분포에 따른 그룹 간의 차이를 비교하기 위해 다음과 같은 분석이 사용되었다: 정량적 데이터는 분산 분석, t 테스트, Kruskal-Wallis 테스트 및 Mann-Whitney U 테스트(Wilcoxon rank-sum test)를 사용하여 분석하였다; 정성적 데이터는 Chi-square test 및 Fisher exact test를 이용하여 분석하였다.All analyzes were performed with R version '4.0.3' and analyzed using significance level P=.05. For the data presented in Tables 1 and 2, the following analyzes were used to compare differences between groups according to distribution: Quantitative data were analyzed by analysis of variance, t test, Kruskal-Wallis test and Mann-Whitney U test (Wilcoxon rank -sum test); Qualitative data were analyzed using Chi-square test and Fisher exact test.
표 3에 제시된 데이터의 경우 변수 간의 관계를 밝히기 위해 contingency table의 빈도에 대한 모델로 log-linear 모델을 구성하였다. 최적의 모델에 맞추기 위해 역소거법을 사용하여 변수 선택 과정을 수행하였다. 최적 모델의 형태는 하기 식 2와 같다.In the case of the data presented in Table 3, a log-linear model was constructed as a model for the frequency of the contingency table to reveal the relationship between variables. In order to fit the optimal model, a variable selection process was performed using the inverse elimination method. The shape of the optimal model is shown in Equation 2 below.
[식 2][Equation 2]
표 4에 제시된 데이터는 L1-L4 BMD(g/cm2)와 대퇴골 경부 BMD(g/cm2)를 결과로 고려하여 일변량 선형회귀분석을 수행한 것이다. Table 5에 제시된 데이터는 최적의 모델에 맞추기 위해 L1-L4 BMD(g/cm2)와 대퇴골 경부 BMD(g/cm2)를 결과로 고려하였고 LASSO와 stepAIC를 모델 구축에 사용하였다.The data presented in Table 4 were obtained by performing univariate linear regression analysis considering L1-L4 BMD (g/cm 2 ) and femoral neck BMD (g/cm 2 ) as the results. For the data presented in Table 5, to fit the optimal model, L1-L4 BMD (g/cm 2 ) and femoral neck BMD (g/cm 2 ) were considered as results, and LASSO and stepAIC were used for model construction.
결과result
1. 인구통계학적 및 임상적 특성1. Demographic and Clinical Characteristics
BMI는 대조군(23.6±3.3kg/m2; P=.002)보다 농업군(24.7±3.8kg/m2)이 높았지만, 그룹 간의 키만 차이(P=.000)가 있었으며, 무게 차이는 없었다(표 1). 분만력, 음주 및 흡연 이력 또는 폐경의 존재 여부는 두 그룹 간에 유의한 차이가 없었다(표 1).BMI was higher in the farming group (24.7±3.8kg/m 2 ) than in the control group (23.6±3.3kg/m 2 ; P=.002), but there was a difference between the groups only in height (P=.000) and no difference in weight. (Table 1). There were no significant differences between the two groups in childbirth history, drinking and smoking history, or the presence of menopause (Table 1).
2. 비타민 D 바이오마커 및 BMD2. Vitamin D Biomarkers and BMD
칼슘과 인의 혈청 농도는 두 그룹 간에 차이가 없었다. 그러나 알부민 농도는 대조군(4.6±0.2g/dL; P=.000; 표 2)보다 농업군(4.4±0.2g/dL)에서 더 낮았다. 두 그룹의 알부민 농도는 정상 참조 범위(3.5-5.2 g/dL) 내에 있었다.Serum concentrations of calcium and phosphorus were not different between the two groups. However, albumin concentration was lower in the agricultural group (4.4 ± 0.2 g/dL) than in the control group (4.6 ± 0.2 g/dL; P = .000; Table 2). The albumin concentrations of both groups were within the normal reference range (3.5-5.2 g/dL).
BMD는 L1-L4에서 그룹 간에 차이가 없었다. 그러나 대조군(1.0±0.2g/cm2; P=.012; 표 2)에 비해 농업군(0.9±0.2g/cm2)에서 유의하게 낮은 대퇴골 경부 BMD가 관찰되었다.BMD did not differ between groups at L1-L4. However, a significantly lower femoral neck BMD was observed in the agricultural group (0.9±0.2 g/cm 2 ) compared to the control group (1.0±0.2 g/cm 2 ; P=.012; Table 2).
총 25(OH)D의 농도는 그룹 간에 유의한 차이가 없었다(P=.132; 표 2 및 도 1). 생체이용 가능한 25(OH)D(12.8±3.7 vs 8.7 ±5.1ng/mL) 및 유리 25(OH)D(32.4±9.5 vs 21.2±12.5 pg/mL)의 농도는 농업군이 대조군에서보다 유의하게 더 높았다(둘 다 P=.000; 표 2 및 도 1). 대조적으로, VDBP 농도는 대조군(216.0±68.2mg/mL; P=.013; 표 2 및 도 1)보다 농업군(201.8±45.0mg/mL)에서 유의하게 낮았다.The concentration of total 25(OH)D was not significantly different between the groups (P=.132; Table 2 and Figure 1). Concentrations of bioavailable 25(OH)D (12.8±3.7 vs 8.7±5.1 ng/mL) and free 25(OH)D (32.4±9.5 vs 21.2±12.5 pg/mL) were significantly higher in the agricultural group than in the control group. higher (both P=.000; Table 2 and Figure 1). In contrast, the VDBP concentration was significantly lower in the agricultural group (201.8 ± 45.0 mg/mL) than in the control group (216.0 ± 68.2 mg/mL; P = .013; Table 2 and Figure 1).
3. 폐경기와 농업 노동의 골감소증 및 골다공증과의 관련성3. Relationship between menopause and osteopenia and osteoporosis in agricultural labor
폐경과 농업 노동의 골감소증 및 골다공증의 발생 사이의 연관성을 결정하기 위해 로그 선형 모델이 사용되었다. 폐경 여성은 폐경이 아닌 여성보다 골감소증의 odds 비가 7.1배 더 높았다(P=.000; 표 3). 농업 노동은 골감소증과 관련이 없었지만(P=.684), 골다공증과 관련되어 비농업군에 비해 odds 비가 4.3배 증가하였다(P<.001; 표 3).A log-linear model was used to determine the association between menopause and incidence of osteopenia and osteoporosis in agricultural labor. Postmenopausal women had a 7.1-fold higher odds ratio for osteopenia than non-menopausal women (P=.000; Table 3). Agricultural labor was not associated with osteopenia (P=.684), but the odds ratio increased 4.3 times compared to the non-agricultural group in relation to osteoporosis (P<.001; Table 3).
4. 뼈 건강에 영향을 미치는 일반적인 특성 및 비타민 D 상태에 대한 일변량 선형 모델4. Univariate linear models for general traits influencing bone health and vitamin D status
일변량 선형 모델은 연령, BMI, 흡연, 농업 노동, 폐경, 생체 이용률 및 유리 25(OH)D, VDBP, 칼슘 및 인산염과 같은 모든 요인이 대퇴골 경부 BMD와 관련이 있음을 보여주었다(표 4). 흥미롭게도, 농업 노동을 제외한 이러한 동일한 요인이 요추 BMD와도 관련이 있었다(표 4).Univariate linear models showed that all factors such as age, BMI, smoking, agricultural labor, menopause, bioavailability and free 25(OH)D, VDBP, calcium and phosphate were associated with femoral neck BMD (Table 4). . Interestingly, these same factors, excluding agricultural labor, were also associated with lumbar BMD (Table 4).
5. 대퇴골 경부 및 요추(L1-L4) BMD에 영향을 미치는 비타민 D 바이오마커에 대한 다변량 선형 모델5. Multivariate linear models for vitamin D biomarkers affecting femoral neck and lumbar spine (L1-L4) BMD
다변량 선형 모델 분석의 계수를 사용하여 어떤 비타민 D 바이오마커가 뼈 건강에 영향을 미치는지 결정하고 농업 노동이 뼈 건강, 폐경, 생체 이용 가능한 25(OH)D에 어떤 영향을 미치는지 평가하였다. VDBP는 대퇴골 경부 뼈 건강에 영향을 미치는 반면(각각 P=.000, .006, .000 및 .000), 폐경, 생체 이용 가능한 25(OH)D 및 VDBP는 요추 뼈 건강에 영향을 미쳤다(각각 P=.027, .009 및 .000; 표 5).Coefficients of multivariate linear model analysis were used to determine which vitamin D biomarkers affect bone health and to evaluate how agricultural labor affects bone health, menopause, and bioavailable 25(OH)D. VDBP affected femoral neck bone health (P=.000, .006, .000 and .000, respectively), whereas menopause, bioavailable 25(OH)D and VDBP affected lumbar bone health (respectively P=.027, .009 and .000; Table 5).
Claims (6)
- 개체로부터 분리된 시료 내의 비타민 D 결합 단백질(VDBP, Vitamin D binding protein) mRNA 또는 그 단백질의 발현 수준을 측정하는 단계를 포함하는 골다공증 발병 예측을 위한 정보제공방법.A method of providing information for predicting the onset of osteoporosis, comprising measuring the expression level of vitamin D binding protein (VDBP) mRNA or the protein in a sample isolated from a subject.
- 청구항 1에 있어서, 상기 발현 수준이 대조군 대비 낮으면 상기 개체는 대조군 대비 골다공증의 발병 가능성이 더 높다고 판단하는, 골다공증 발병 예측을 위한 정보제공방법.The method according to claim 1, wherein if the expression level is lower than that of the control group, it is determined that the subject has a higher possibility of developing osteoporosis than the control group.
- 청구항 1에 있어서, 상기 시료는 혈청인, 골다공증 발병 예측을 위한 정보제공방법.The method according to claim 1, wherein the sample is serum.
- 비타민 D 결합 단백질(VDBP, Vitamin D binding protein) mRNA 또는 그 단백질에 특이적으로 결합하는 물질을 포함하는 골다공증 발병 예측용 조성물.A composition for predicting the onset of osteoporosis, comprising a substance specifically binding to vitamin D binding protein (VDBP) mRNA or the protein.
- 청구항 4에 있어서, 상기 물질은 항체, 압타머, DNA, RNA, 단백질, 폴리펩티드로 이루어진 군에서 선택되는 적어도 하나인, 골다공증 발병 예측용 조성물.The composition for predicting the onset of osteoporosis according to claim 4, wherein the substance is at least one selected from the group consisting of antibodies, aptamers, DNA, RNA, proteins, and polypeptides.
- 상기 청구항 4 또는 5의 조성물을 포함하는 골다공증 발병 예측용 키트.A kit for predicting the onset of osteoporosis comprising the composition of claim 4 or 5.
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