School of Medicine, Jishou University, Jishou, China.
Xiangya School of Public Health, Central South University, Changsha, China.
Aging (Albany NY). 2023 Sep 11;15(17):9105-9127. doi: 10.18632/aging.205019.
Recent studies have shown that gut microbiota (GM) is related to hypertensive disorders in pregnancy (HDP). However, the causal relationship needs to be treated with caution due to confounding factors and reverse causation.
We obtained genetic variants from genome-wide association studies including GM (N = 18,340) in MiBioGen Consortium as well as HDP (7,686 cases/115,893 controls) and specific subtypes in FinnGen Consortium. Then, Inverse variance weighted, maximum likelihood, weighted median, MR-Egger, and MR.RAPS methods were applied to examine the causal association. Reverse Mendelian randomization (RMR) and multivariable MR were performed to confirm the causal direction and adjust the potential confounders, respectively. Furthermore, sensitivity analyses including Cochran's Q statistics, MR-Egger intercept, MR-PRESSO global test, and the leave-one-out analysis were conducted to detect the potential heterogeneity and horizontal pleiotropy.
The present study found causalities between eight gut microbial genera and HDP. The HDP-associated gut microbial genera identified by MR analyses varied in different subtypes. Specifically, our study found causal associations of , , , , and with GH, of (), (), , , and with PE, and of and with eclampsia, respectively.
This study first applied the MR approach to detect the causal relationships between GM and specific HDP subtypes. Our findings may promote the prevention and treatment of HDP targeted on GM and provide valuable insights to understand the mechanism of HDP in different subtypes from the perspective of GM.
最近的研究表明,肠道微生物群(GM)与妊娠高血压疾病(HDP)有关。然而,由于混杂因素和反向因果关系,需要谨慎对待这种因果关系。
我们从包括 MiBioGen 联盟中的 GM(N=18340)和 FinnGen 联盟中的 HDP(7686 例/115893 例对照)以及特定亚型的全基因组关联研究中获得了遗传变异。然后,应用逆方差加权、最大似然、加权中位数、MR-Egger 和 MR.RAPS 方法来检验因果关联。进行反向孟德尔随机化(RMR)和多变量 MR 以分别确认因果方向和调整潜在混杂因素。此外,还进行了敏感性分析,包括 Cochran's Q 统计、MR-Egger 截距、MR-PRESSO 全局检验和单因素剔除分析,以检测潜在的异质性和水平多效性。
本研究发现了 8 个肠道微生物属与 HDP 之间的因果关系。MR 分析确定的与 HDP 相关的肠道微生物属在不同亚型中有所不同。具体而言,我们的研究发现了与 GH 相关的 、 、 、 、 和 ,与 PE 相关的 ()、 ()、 、 、 和 ,以及与子痫前期相关的 和 。
本研究首次应用 MR 方法检测 GM 与特定 HDP 亚型之间的因果关系。我们的发现可能促进针对 GM 的 HDP 预防和治疗,并从 GM 角度为理解不同亚型中 HDP 的机制提供有价值的见解。