Gut microbiota, plasma metabolites, and osteoporosis: unraveling links via Mendelian randomization

孟德尔随机化 骨质疏松症 肠道菌群 代谢组 全基因组关联研究 代谢组学 生物 代谢物 内科学 生物信息学 医学 遗传学 内分泌学 免疫学 单核苷酸多态性 基因型 基因 遗传变异
作者
Dan Cheng,Xiaobing Cai,Shi Bao-hua,Gong Hai-tao
出处
期刊:Frontiers in Microbiology [Frontiers Media]
卷期号:15
标识
DOI:10.3389/fmicb.2024.1433892
摘要

Objective Osteoporosis, characterized by reduced bone density and heightened fracture risk, is influenced by genetic and environmental factors. This study investigates the interplay between gut microbiota, plasma metabolomics, and osteoporosis, identifying potential causal relationships mediated by plasma metabolites. Methods Utilizing aggregated genome-wide association studies (GWAS) data, a comprehensive two-sample Mendelian Randomization (MR) analysis was performed involving 196 gut microbiota taxa, 1,400 plasma metabolites, and osteoporosis indicators. Causal relationships between gut microbiota, plasma metabolites, and osteoporosis were explored. Results The MR analyses revealed ten gut microbiota taxa associated with osteoporosis, with five taxa positively linked to increased risk and five negatively associated. Additionally, 96 plasma metabolites exhibited potential causal relationships with osteoporosis, with 49 showing positive associations and 47 displaying negative associations. Mediation analyses identified six causal pathways connecting gut microbiota to osteoporosis through ten mediating relationships involving seven distinct plasma metabolites, two of which demonstrated suppression effects. Conclusion This study provides suggestive evidence of genetic correlations and causal links between gut microbiota, plasma metabolites, and osteoporosis. The findings underscore the complex, multifactorial nature of osteoporosis and suggest the potential of gut microbiota and plasma metabolite profiles as biomarkers or therapeutic targets in the management of osteoporosis.

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