ORIGINAL RESEARCH article

Front. Med.

Sec. Geriatric Medicine

Volume 12 - 2025 | doi: 10.3389/fmed.2025.1515449

This article is part of the Research TopicGenetic and molecular research on osteoarthritis and osteoporosisView all articles

Metabolomic Insights into Amino Acid Signatures and Pathways Associated with Osteoporosis in Iranian Elderly Population

Provisionally accepted
  • 1Metabolomics and Genomics Research Center, Endocrinology and Metabolism Molecular-Cellular Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran, Tehran, Alborz, Iran
  • 2School of Medicine, Tehran University of Medical Sciences, Tehran, Alborz, Iran
  • 3Metabolic Disorders Research Center, Endocrinology and Metabolism Molecular-Cellular Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran., Tehran, Alborz, Iran
  • 4Department of Medical Laboratory Sciences, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Alborz, Iran
  • 5Proteomics Research Center, Faculty of Paramedical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran., Tehran, Alborz, Iran
  • 6Chronic Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Alborz, Iran
  • 7Osteoporosis Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran., Tehran, Alborz, Iran
  • 8Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran., Tehran, Alborz, Iran
  • 9The Persian Gulf Marine Biotechnology Research Center, The Persian Gulf Biomedical Sciences Research Institute, Bushehr University of Medical Sciences, Bushehr, Iran., Bushehr, Bushehr, Iran
  • 10International Institute for Biosensing, University of Minnesota, Minneapolis, USA, Minneapolis, Minnesota, United States
  • 11Tehran University of Medical Sciences, Tehran, Iran

The final, formatted version of the article will be published soon.

Background: Osteoporosis poses a serious health risk to the elderly, particularly in developing countries like Iran. We aimed to determine the 20-amino acids-signatures and pathways associated with osteoporosis in the Iranian elderly population.We analyzed the data from the Bushehr Elderly Health Program (BEHP). In the BEHP cohort, participants aged 50 and older in Bushehr, Iran were selected using a multistage stratified random sampling approach. We used logistic regression, pathway enrichment, and pathway impact analysis to determine the metabolites and pathways altered in osteoporosis. AUC-ROC curve analysis assessed the clinical significance of metabolites in differentiating between osteoporosis and control groups.Results: This study included 1916 participants (1097 women and 819 men). In women, glycine, citrulline, serine, and aspartic acid were associated with 27%, 25%, 23%, and 21% higher risk of osteoporosis. In men, tyrosine, leucine, valine, and lysine were related with a 24%, 22%, 22%, and 22% reduction in the risk of osteoporosis, respectively. The most impactful altered metabolite pathway among the osteoporotic individuals was "phenylalanine, tyrosine and tryptophan biosynthesis" in both genders. In women, citrulline had an AUC of 0.63 for distinguishing between individuals with osteoporosis and healthy controls. In men, valine, leucine, and tyrosine showed AUC values of 0.62, 0.61, and 0.61, respectively.Osteoporosis is associated with altered serum amino acids levels in both men and women. The condition is associated with several altered metabolic pathways, with "phenylalanine, tyrosine, and tryptophan biosynthesis" being the most important one. These metabolite signatures and pathways could be targeted for the prevention and management of osteoporosis in older adults.

Keywords: Amino acid, metabolomic, metabolic pathway, Osteoporosis, Elderly, BMD

Received: 21 Nov 2024; Accepted: 15 Apr 2025.

Copyright: © 2025 Dehghanbanadaki, Soltani, Majidi, Rezaei-Tavirani, Shafiee, Ostovar, Bandarian, Najjar, Larijani, Nabipour, Khashayar, Fahimfar and Razi. 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) or licensor 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.

* Correspondence:
Noushin Fahimfar, Osteoporosis Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran., Tehran, Alborz, Iran
Farideh Razi, Tehran University of Medical Sciences, Tehran, Iran

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