1. Elucidating common biomarkers and pathways of osteoporosis and aortic valve calcification: insights into new therapeutic targets.
- Author
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Lan Y, Peng Q, Shen J, and Liu H
- Subjects
- Humans, Molecular Docking Simulation, Estradiol metabolism, MicroRNAs genetics, MicroRNAs metabolism, Computational Biology methods, Cholecalciferol metabolism, Gene Expression Profiling, Aortic Valve Disease metabolism, Aortic Valve Disease genetics, Gene Regulatory Networks, RANK Ligand, Aortic Valve pathology, Aortic Valve metabolism, Osteoporosis metabolism, Osteoporosis drug therapy, Calcinosis metabolism, Biomarkers, Aortic Valve Stenosis metabolism, Aortic Valve Stenosis genetics, Aortic Valve Stenosis pathology
- Abstract
Background: Osteoporosis and aortic valve calcification, prevalent in the elderly, have unclear common mechanisms. This study aims to uncover them through bioinformatics analysis., Methods: Microarray data from GEO was analyzed for osteoporosis and aortic valve calcification. Differential expression analysis identified co-expressed genes. SVM-RFE and random forest selected key genes. GO and KEGG enrichment analyses were performed. Immunoinfiltration and GSEA analyses were subsequently performed. NetworkAnalyst analyzed microRNAs/TFs. HERB predicted drugs, and molecular docking assessed targeting potential., Results: Thirteen genes linked to osteoporosis and aortic valve calcification were identified. TNFSF11, KYNU, and HLA-DMB emerged as key genes. miRNAs, TFs, and drug predictions offered therapeutic insights. Molecular docking suggested 17-beta-estradiol and vitamin D3 as potential treatments., Conclusion: The study clarifies shared mechanisms of osteoporosis and aortic valve calcification, identifies biomarkers, and highlights TNFSF11, KYNU, and HLA-DMB. It also suggests 17-beta-estradiol and vitamin D3 as potential effective treatments., Competing Interests: Declarations Competing interests The authors declare no competing interests., (© 2024. The Author(s).)
- Published
- 2024
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