Liu Yuxi, Feng Daxiong, Zhang Hong, Wang Likun
Department of Orthopaedics, Santai People's Hospital, Mianyang, China.
Department of Orthopaedics, The Affiliated Hospital of Southwest Medical University, Luzhou, China.
Neurospine. 2025 Mar;22(1):211-221. doi: 10.14245/ns.2449172.586. Epub 2025 Mar 31.
The precise mechanisms driving intervertebral disc degeneration (IVDD) development remain unclear, but evidence suggests a significant involvement of gut microbiota (GM) and blood metabolites. We aimed to investigate the causal relationships between GM, IVDD, and blood metabolites using Mendelian randomization (MR) analysis.
We utilized the summary statistics of GM from the MiBioGen consortium, 1400 blood metabolites from the genome-wide association studies (GWAS) Catalog, and IVDD data from the FinnGen repository, which are sourced from the largest GWAS conducted to date. Employing bidirectional MR analyses, we investigated the causal relationships between GM and IVDD. Additionally, we conducted 2 mediation analyses, 2-step MR and multivariable MR (MVMR), to identify potential mediating metabolites.
Five bacterial genera were causally associated with IVDD, while IVDD did not show a significant causal effect on GM. In the 2-step MR analysis, Eubacteriumfissicatenagroup, RuminococcaceaeUCG003, Lachnoclostridium, and Marvinbryantia genera, along with metabolites X-24949, Pimeloylcarnitine/3-methyladipoylcarnitine (C7-DC), X-24456, histidine, 2-methylserine, Phosphocholine, and N-delta-acetylornithine, were all significantly associated with IVDD (all p < 0.05). MVMR analysis revealed that the associations between Eubacteriumfissicatenagroup genus and IVDD were mediated by X-24949 (8.1%, p = 0.024); Lachnoclostridium genus and IVDD were mediated by histidine (18.1%, p = 0.013); and RuminococcaceaeUCG003 genus and IVDD were mediated by C7-DC (-7.5%, p = 0.041).
The present MR study offers evidence supporting the causal relationships between several specific GM taxa and IVDD, as well as identifying potential mediating metabolites.
驱动椎间盘退变(IVDD)发展的确切机制尚不清楚,但有证据表明肠道微生物群(GM)和血液代谢物有显著影响。我们旨在使用孟德尔随机化(MR)分析来研究GM、IVDD和血液代谢物之间的因果关系。
我们利用了MiBioGen联盟的GM汇总统计数据、全基因组关联研究(GWAS)目录中的1400种血液代谢物,以及来自芬兰基因库的IVDD数据,这些数据源自迄今为止进行的最大规模GWAS。采用双向MR分析,我们研究了GM与IVDD之间的因果关系。此外,我们进行了2种中介分析、两步MR和多变量MR(MVMR),以识别潜在的中介代谢物。
5个细菌属与IVDD存在因果关系,而IVDD对GM未显示出显著的因果效应。在两步MR分析中,裂真杆菌属、瘤胃球菌科UCG003、迟缓梭菌属和马文氏菌属,以及代谢物X-24949、庚二酰肉碱/3-甲基己二酰肉碱(C7-DC)、X-24456、组氨酸、2-甲基丝氨酸、磷酸胆碱和N-δ-乙酰鸟氨酸,均与IVDD显著相关(所有p<0.05)。MVMR分析显示,裂真杆菌属与IVDD之间的关联由X-24949介导(8.1%,p=0.024);迟缓梭菌属与IVDD之间的关联由组氨酸介导(18.1%,p=0.013);瘤胃球菌科UCG003属与IVDD之间的关联由C7-DC介导(-7.5%,p=0.041)。
本MR研究提供了证据,支持几种特定的GM分类群与IVDD之间的因果关系,并识别出潜在的中介代谢物。