Yu Yun-Fei, Gong Hai-Feng, Li Wei-Ju, Wu Mao, Hu Gang
Department of Orthopedics, Wuxi Hospital of Traditional Chinese Medicine, Wuxi, Jiangsu, China.
Department of Trauma Surgery, Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
Front Microbiol. 2024 Dec 16;15:1447877. doi: 10.3389/fmicb.2024.1447877. eCollection 2024.
Emerging research indicates that gut microbiota (GM) are pivotal in the regulation of immune-mediated bone diseases. Nonunion, a bone metabolic disorder, has an unclear causal relationship with GM and immune cells. This study aims to elucidate the causal relationship between GM and nonunion using Mendelian Randomization (MR) and to explore the mediating role of immune cells.
Using a two-step, two-sample Mendelian randomization approach, this study explores the causal link between GM and nonunion, as well as the mediating role of immune cells in this relationship. Data were sourced from multiple cohorts and consortiums, including the MiBioGen consortium. GM data were derived from a recently published dataset of 473 gut microbiota, and nonunion data were obtained from genome-wide association studies (GWAS).
MR analysis identified 12 bacterial genera with protective effects against nonunion and seven bacterial genera associated with a higher risk of nonunion, including Agathobacter sp000434275, Aureimonas, Clostridium M, Lachnospirales, Megamonas funiformis, and Peptoccia. Reverse MR analysis indicated that nonunion does not influence GM. Additionally, MR analysis identified 12 immune cell types positively associated with nonunion and 14 immune cell types negatively associated with nonunion. Building on these findings, we conducted mediation MR analysis to identify 24 crucial GM and immune cell-mediated relationships affecting nonunion. Notably, Campylobacter D, Megamonas funiformis, Agathobacter sp000434275, Lachnospirales, Clostridium E sporosphaeroides, and Clostridium M significantly regulated nonunion through multiple immune cell characteristics.
To our knowledge, our research results are the first to emphasize a causal relationship between the gut microbiome and nonunion, potentially mediated by immune cells. The correlations and mediation effects identified in our study provide valuable insights into potential therapeutic strategies targeting the gut microbiome, informing global action plans.
新兴研究表明,肠道微生物群(GM)在免疫介导的骨疾病调节中起关键作用。骨不连是一种骨代谢紊乱疾病,其与GM和免疫细胞之间的因果关系尚不清楚。本研究旨在利用孟德尔随机化(MR)阐明GM与骨不连之间的因果关系,并探讨免疫细胞的中介作用。
本研究采用两步、两样本孟德尔随机化方法,探讨GM与骨不连之间的因果联系,以及免疫细胞在这种关系中的中介作用。数据来源于多个队列和联盟,包括MiBioGen联盟。GM数据来自最近发表的一个包含473种肠道微生物群的数据集,骨不连数据则从全基因组关联研究(GWAS)中获得。
MR分析确定了12个对骨不连有保护作用的细菌属和7个与骨不连风险较高相关的细菌属,包括Agathobacter sp000434275、Aureimonas、Clostridium M、Lachnospirales、Megamonas funiformis和Peptoccia。反向MR分析表明骨不连不会影响GM。此外,MR分析确定了12种与骨不连呈正相关的免疫细胞类型和14种与骨不连呈负相关的免疫细胞类型。基于这些发现,我们进行了中介MR分析,以确定24种影响骨不连的关键GM和免疫细胞介导的关系。值得注意的是,弯曲杆菌D、Megamonas funiformis、Agathobacter sp000434275、Lachnospirales、Clostridium E sporosphaeroides和Clostridium M通过多种免疫细胞特征显著调节骨不连。
据我们所知,我们的研究结果首次强调了肠道微生物群与骨不连之间的因果关系,可能由免疫细胞介导。我们研究中确定的相关性和中介作用为针对肠道微生物群的潜在治疗策略提供了有价值的见解,为全球行动计划提供了参考。