Department of Obstetrics & Gynecology, Shengjing Hospital of China Medical University, Shenyang, Liaoning Province, 110004, China.
Liaoning Key Laboratory of Maternal-Fetal Medicine, Shengjing Hospital of China Medical University, Shenyang, Liaoning Province, 110004, China.
BMC Pregnancy Childbirth. 2023 Aug 5;23(1):568. doi: 10.1186/s12884-023-05889-8.
Previous observational cohort studies have shown that the composition of the gut microbiota is related to the risk of intrahepatic cholestasis of pregnancy (ICP), although it is unclear if the association is causative. This study used Mendelian randomization (MR) to systematically examine whether the gut microbiota was causally linked to ICP.
We obtained the genome-wide association study (GWAS) summary statistics of gut microbiota and ICP from published GWASs. Maximum likelihood (ML), MR-Egger regression, weighted median, inverse variance weighted (IVW), and weighted model were used to investigate the causal association between gut microbiota and ICP. We further conducted a series of sensitivity analyses to confirm the robustness of the primary results of the MR analyses. Reverse MR analysis was performed on the bacterial taxa that were reported to be causally linked to ICP risk in forwarding MR analysis to evaluate the possibility of reverse causation.
MR analysis revealed that phylum Tenericutes (OR: 1.670, 95%CI: 1.073-2.598, P = 0.023), class Bacteroidia (OR: 1.644, 95%CI: 1.031-2.622, P = 0.037), class Mollicutes (OR: 1.670, 95%CI: 1.073-2.598, P = 0.023), and order Bacteroidales (OR: 1.644, 95%CI: 1.031-2.622, P = 0.037), and were positively associated with the risk of ICP. And we identified that the relative abundance of genus Dialister (OR: 0.562, 95%CI: 0.323-0.977, P = 0.041), genus Erysipelatoclostridium (OR: 0.695, 95%CI: 0.490-0.987, P = 0.042), genus Eubacterium (brachy group) (OR: 0.661, 95%CI: 0.497-0.880, P = 0.005), genus Eubacterium (hallii group) (OR: 0.664, 95%CI: 0.451-0.977, P = 0.037), genus Holdemania (OR: 0.590, 95%CI: 0.414-0.840, P = 0.003), genus Ruminococcus (torques group) (OR: 0.448, 95%CI: 0.235-0.854, P = 0.015), and genus Veillonella (OR: 0.513, 95%CI: 0.294-0.893, P = 0.018) were related to a lower risk of ICP. Additional sensitivity analyses confirmed the robustness of the association between specific gut microbiota composition and ICP. No evidence of reverse causality from ICP to identified bacterial taxa was found in the findings of the reverse MR analyses.
Under MR assumptions, our findings propose new evidence of the relationship between gut microbiota and ICP risk. Our results show that the gut microbiota may be useful target of intervention for ICP.
先前的观察性队列研究表明,肠道微生物组的组成与妊娠肝内胆汁淤积症(ICP)的风险有关,尽管尚不清楚这种关联是否具有因果关系。本研究使用孟德尔随机化(MR)系统地检查肠道微生物组是否与 ICP 存在因果关系。
我们从已发表的 GWAS 中获得了肠道微生物组和 ICP 的全基因组关联研究(GWAS)汇总统计数据。最大似然(ML)、MR-Egger 回归、加权中位数、逆方差加权(IVW)和加权模型用于研究肠道微生物组与 ICP 之间的因果关系。我们进一步进行了一系列敏感性分析,以确认 MR 分析的主要结果的稳健性。对在前向 MR 分析中报告与 ICP 风险具有因果关系的细菌分类群进行反向 MR 分析,以评估反向因果关系的可能性。
MR 分析表明,门厚壁菌门(OR:1.670,95%CI:1.073-2.598,P=0.023)、纲拟杆菌门(OR:1.644,95%CI:1.031-2.622,P=0.037)、纲柔膜菌门(OR:1.670,95%CI:1.073-2.598,P=0.023)和目拟杆菌目(OR:1.644,95%CI:1.031-2.622,P=0.037)与 ICP 风险呈正相关。并且我们发现属 Dialister(OR:0.562,95%CI:0.323-0.977,P=0.041)、属 Erysipelatoclostridium(OR:0.695,95%CI:0.490-0.987,P=0.042)、属 Eubacterium(brachy 组)(OR:0.661,95%CI:0.497-0.880,P=0.005)、属 Eubacterium(hallii 组)(OR:0.664,95%CI:0.451-0.977,P=0.037)、属 Holdemania(OR:0.590,95%CI:0.414-0.840,P=0.003)、属 Ruminococcus(torques 组)(OR:0.448,95%CI:0.235-0.854,P=0.015)和属 Veillonella(OR:0.513,95%CI:0.294-0.893,P=0.018)与 ICP 风险降低相关。其他敏感性分析证实了特定肠道微生物组组成与 ICP 之间关联的稳健性。在反向 MR 分析的结果中,没有发现 ICP 对鉴定的细菌分类群产生反向因果关系的证据。
在 MR 假设下,我们的研究结果提供了肠道微生物组与 ICP 风险之间关系的新证据。我们的研究结果表明,肠道微生物组可能是 ICP 的有用干预靶点。