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Discovery of Potential Biomarkers for Postmenopausal Osteoporosis Based on Untargeted GC/LC-MS

PURPOSE: As an important public health problem, osteoporosis (OP) in China is also in an upward trend year by year. As a standard method for diagnosing OP, dual-energy X-ray absorptiometry (DXA) cannot analyze the pathological process but only see the results. It is difficult to evaluate the early d...

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Autores principales: Kou, Jun, He, Chunyang, Cui, Lin, Zhang, Zhengping, Wang, Wei, Tan, Li, Liu, Da, Zheng, Wei, Gu, Wei, Xia, Ning
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9062097/
https://www.ncbi.nlm.nih.gov/pubmed/35518930
http://dx.doi.org/10.3389/fendo.2022.849076
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author Kou, Jun
He, Chunyang
Cui, Lin
Zhang, Zhengping
Wang, Wei
Tan, Li
Liu, Da
Zheng, Wei
Gu, Wei
Xia, Ning
author_facet Kou, Jun
He, Chunyang
Cui, Lin
Zhang, Zhengping
Wang, Wei
Tan, Li
Liu, Da
Zheng, Wei
Gu, Wei
Xia, Ning
author_sort Kou, Jun
collection PubMed
description PURPOSE: As an important public health problem, osteoporosis (OP) in China is also in an upward trend year by year. As a standard method for diagnosing OP, dual-energy X-ray absorptiometry (DXA) cannot analyze the pathological process but only see the results. It is difficult to evaluate the early diagnosis of OP. Our study was carried out through a serum metabolomic study of OP in Chinese postmenopausal women on untargeted gas chromatography (GC)/liquid chromatography (LC)–mass spectrometry (MS) to find possible diagnostic markers. MATERIALS AND METHODS: 50 Chinese postmenopausal women with osteoporosis and 50 age-matched women were selected as normal controls. We first used untargeted GC/LC-MS to analyze the serum of these participants and then combined it with a large number of multivariate statistical analyses to analyze the data. Finally, based on a multidimensional analysis of the metabolites, the most critical metabolites were considered to be biomarkers of OP in postmenopausal women. Further, biomarkers identified relevant metabolic pathways, followed by a map of metabolic pathways found in the database. RESULTS: We found that there may be metabolic pathway disorders like glucose metabolism, lipid metabolism, and amino acid metabolism in postmenopausal women with OP. 18 differential metabolites are considered to be potential biomarkers of OP in postmenopausal women which are a major factor in metabolism and bone physiological function. CONCLUSION: These findings can be applied to clinical work through further validation studies. It also shows that metabonomic analysis has great potential in the application of early diagnosis and recurrence monitoring in postmenopausal OP women.
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spelling pubmed-90620972022-05-04 Discovery of Potential Biomarkers for Postmenopausal Osteoporosis Based on Untargeted GC/LC-MS Kou, Jun He, Chunyang Cui, Lin Zhang, Zhengping Wang, Wei Tan, Li Liu, Da Zheng, Wei Gu, Wei Xia, Ning Front Endocrinol (Lausanne) Endocrinology PURPOSE: As an important public health problem, osteoporosis (OP) in China is also in an upward trend year by year. As a standard method for diagnosing OP, dual-energy X-ray absorptiometry (DXA) cannot analyze the pathological process but only see the results. It is difficult to evaluate the early diagnosis of OP. Our study was carried out through a serum metabolomic study of OP in Chinese postmenopausal women on untargeted gas chromatography (GC)/liquid chromatography (LC)–mass spectrometry (MS) to find possible diagnostic markers. MATERIALS AND METHODS: 50 Chinese postmenopausal women with osteoporosis and 50 age-matched women were selected as normal controls. We first used untargeted GC/LC-MS to analyze the serum of these participants and then combined it with a large number of multivariate statistical analyses to analyze the data. Finally, based on a multidimensional analysis of the metabolites, the most critical metabolites were considered to be biomarkers of OP in postmenopausal women. Further, biomarkers identified relevant metabolic pathways, followed by a map of metabolic pathways found in the database. RESULTS: We found that there may be metabolic pathway disorders like glucose metabolism, lipid metabolism, and amino acid metabolism in postmenopausal women with OP. 18 differential metabolites are considered to be potential biomarkers of OP in postmenopausal women which are a major factor in metabolism and bone physiological function. CONCLUSION: These findings can be applied to clinical work through further validation studies. It also shows that metabonomic analysis has great potential in the application of early diagnosis and recurrence monitoring in postmenopausal OP women. Frontiers Media S.A. 2022-04-19 /pmc/articles/PMC9062097/ /pubmed/35518930 http://dx.doi.org/10.3389/fendo.2022.849076 Text en Copyright © 2022 Kou, He, Cui, Zhang, Wang, Tan, Liu, Zheng, Gu and Xia https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Endocrinology
Kou, Jun
He, Chunyang
Cui, Lin
Zhang, Zhengping
Wang, Wei
Tan, Li
Liu, Da
Zheng, Wei
Gu, Wei
Xia, Ning
Discovery of Potential Biomarkers for Postmenopausal Osteoporosis Based on Untargeted GC/LC-MS
title Discovery of Potential Biomarkers for Postmenopausal Osteoporosis Based on Untargeted GC/LC-MS
title_full Discovery of Potential Biomarkers for Postmenopausal Osteoporosis Based on Untargeted GC/LC-MS
title_fullStr Discovery of Potential Biomarkers for Postmenopausal Osteoporosis Based on Untargeted GC/LC-MS
title_full_unstemmed Discovery of Potential Biomarkers for Postmenopausal Osteoporosis Based on Untargeted GC/LC-MS
title_short Discovery of Potential Biomarkers for Postmenopausal Osteoporosis Based on Untargeted GC/LC-MS
title_sort discovery of potential biomarkers for postmenopausal osteoporosis based on untargeted gc/lc-ms
topic Endocrinology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9062097/
https://www.ncbi.nlm.nih.gov/pubmed/35518930
http://dx.doi.org/10.3389/fendo.2022.849076
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