SynthesisOsteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA2021
Metabolomic biomarkers of low BMD: a systematic review.
Synthesis in Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed, 25 citations in OpenAlex.
- Article
- Ensemble learning uncovers novel metabolomic biomarkers for early osteoporosis prediction in Tibetan plateau populations.Metabolism open · 2026Article
- Plasma metabolomic profiles and risk of hip fracture among US individuals: a nested case-control and prospective cohort study.EBioMedicine · 2026Article
- Decoding the Bone-Eye Axis: Machine Learning for Age-Related Macular Degeneration Risk Prediction.Cyborg and bionic systems (Washington, D.C.) · 2026Article
- Genetically informed causal links between gut microbiota and bone mass: pleiotropy and metabolic mediation.Nature communications · 2025Article
- Causal Relationship Between Blood Metabolites and Osteoporosis: A Two-Sample Mendelian Randomization and Genetic Correlation Analysis.Bioengineering (Basel, Switzerland) · 2025Article
- Plasma levels of amino acids and osteoporosis: a cross-sectional study.Scientific reports · 2025Article
- Combining untargeted and targeted metabolomic profiling reveals principal differences between osteopenia, Osteoporosis and healthy controls.Aging clinical and experimental research · 2025Article
- Metabolomic insights into amino acid signatures and pathways associated with osteoporosis in Iranian elderly population.Frontiers in medicine · 2025Article
- Novel aspects of biochemical assessment of bone remodeling and mineralization.Frontiers in endocrinology · 2025Review
- Neural EGFL like 1 as a novel gene for Trabecular Bone Score in older adults: The Bushehr Elderly Health (BEH) program.PloS one · 2024Article
- Trend in global burden attributable to low bone mineral density in different WHO regions: 2000 and beyond, results from the Global Burden of Disease (GBD) study 2019.Endocrine connections · 2023Article
- Metabolome-Wide Mendelian Randomization Assessing the Causal Relationship Between Blood Metabolites and Bone Mineral Density.Calcified tissue international · 2023Article
- Integration of Metabolomics and Transcriptomics to Reveal the Metabolic Characteristics of Exercise-Improved Bone Mass.Nutrients · 2023Article
- Feature selection approaches identify potential plasma metabolites in postmenopausal osteoporosis patients.Metabolomics : Official journal of the Metabolomic Society · 2022Article
- Association of amino acid metabolites with osteoporosis, a metabolomic approach: Bushehr elderly health program.Metabolomics : Official journal of the Metabolomic Society · 2022Article
- Human metabolite detection by surface-enhanced Raman spectroscopy.Materials today. Bio · 2022Article
- Article
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Due to the metabolic nature of osteoporosis, this study was conducted to identify metabolomic studies investigating the metabolic profile of low bone mineral density (BMD) and osteoporosis. A comprehensive systematic literature search was conducted through PubMed, Web of Science, Scopus, and Embase databases up to April 08, 2020, to identify observational studies with cross-sectional or case-control designs investigating the metabolic profile of low BMD in adults using biofluid specimen via metabolomic platform. The quality assessment panel specified for the "omics"-based diagnostic research (QUADOMICS) tool was used to estimate the methodologic quality of the included studies. Ten untargeted and one targeted approach metabolomic studies investigating biomarkers in different biofluids through mass spectrometry or nuclear magnetic resonance platforms were included in the systematic review. Some metabolite panels, rather than individual metabolites, showed promising results in differentiating low BMD from normal. Candidate metabolites were of different categories including amino acids, followed by lipids and carbohydrates. Besides, certain pathways were suggested by some of the studies to be involved. This systematic review suggested that metabolic profiling could improve the diagnosis of low BMD. Despite valuable findings attained from each of these studies, there was great heterogeneity regarding the ethnicity and age of participants, samples, and the metabolomic platform. Further longitudinal studies are needed to validate the results and confirm the predictive role of metabolic profile on low BMD and fracture. It is also mandatory to address and minimize the heterogeneity in future studies by using reliable quantitative methods. Summary: Due to the metabolic nature of osteoporosis, researchers have considered metabolomic studies recently. This systematic review showed that metabolic profiling including different categories of metabolites could improve the diagnosis of low BMD. However, great heterogeneity was observed and it is mandatory to address and minimize the heterogeneity in future studies.
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