Lu Yi, Cai Xiaobing, Shi Baohua, Gong Haitao
Department of Orthopedics, Chongming Branch, Shanghai Tenth People's Hospital, Shanghai, China.
Front Microbiol. 2024 Jul 15;15:1433892. doi: 10.3389/fmicb.2024.1433892. eCollection 2024.
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.
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.
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.
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.
骨质疏松症以骨密度降低和骨折风险增加为特征,受遗传和环境因素影响。本研究调查肠道微生物群、血浆代谢组学与骨质疏松症之间的相互作用,确定由血浆代谢物介导的潜在因果关系。
利用汇总的全基因组关联研究(GWAS)数据,对196种肠道微生物分类群、1400种血浆代谢物和骨质疏松症指标进行了全面的两样本孟德尔随机化(MR)分析。探讨了肠道微生物群、血浆代谢物与骨质疏松症之间的因果关系。
MR分析揭示了10种与骨质疏松症相关的肠道微生物分类群,其中5种分类群与风险增加呈正相关,5种呈负相关。此外,96种血浆代谢物与骨质疏松症表现出潜在的因果关系,其中49种呈正相关,47种呈负相关。中介分析确定了6条因果途径,通过涉及7种不同血浆代谢物的10种中介关系将肠道微生物群与骨质疏松症联系起来,其中2种表现出抑制作用。
本研究为肠道微生物群、血浆代谢物与骨质疏松症之间的遗传相关性和因果联系提供了提示性证据。研究结果强调了骨质疏松症的复杂多因素性质,并表明肠道微生物群和血浆代谢物谱作为骨质疏松症管理中的生物标志物或治疗靶点的潜力。