Jin Wenjun, Li Bo, Wang Lijun, Zhu Lin, Chai Songhao, Hou Rui
Medical Department, Sias University, Zhengzhou, Henan, China.
Medical Department, Zhengzhou University of Industry Technology, Zhengzhou, Henan, China.
Front Microbiol. 2024 Sep 2;15:1415237. doi: 10.3389/fmicb.2024.1415237. eCollection 2024.
An escalating body of clinical trials and observational studies hints at a plausible link between gut flora and postpartum depression (PPD). The definitive causal dynamics between these two entities remain shrouded in ambiguity. Therefore, in this study, we employed the two-sample Mendelian randomization approach to ascertain the causal link between gut microbiota and PPD.
Summary-level GWAS data related to the human gut microbiota were obtained from the international consortium MiBioGen and the Dutch Microbiome Project (species). For PPD, GWAS data were derived from the FinnGen biobank, consisting 57,604 cases and 596,601 controls. The inverse variance weighted method (IVW) as the cornerstone of our analytical approach. Subsequent to this, a comprehensive suite of tests for pleiotropy and heterogeneity were conducted to ensure the reliability and robustness of our findings.
We identified 12 bacterial taxa associated with the risk of PPD. Veillonellaceae, , , , , , exhibited an inversely associated with the risk of PPD. Alphaproteobacteria, , , , showed a positive correlation with the risk of PPD.
The GWAS data derived from the MiBioGen consortium, DMP, and FinnGen consortium, may introduce selection bias. Moreover, the data primarily originates from European populations, hence extrapolating these results to diverse populations should be approached with caution. The etiological factors behind PPD remain enigmatic, alluding to the existence of potential undisclosed confounders.
Based on this MR analysis, we found a causal relationship between certain gut microbial communities and PPD. Future clinical studies can further explore the treatment of PPD through the combined use of microorganisms. This not only offers insights into the pathogenesis of PPD but also lays the foundation for utilizing gut microbiota as biotherapeutics in treating neurological disorders.
越来越多的临床试验和观察性研究表明肠道菌群与产后抑郁症(PPD)之间可能存在联系。这两个实体之间明确的因果关系仍不明确。因此,在本研究中,我们采用两样本孟德尔随机化方法来确定肠道微生物群与PPD之间的因果关系。
与人类肠道微生物群相关的汇总水平全基因组关联研究(GWAS)数据来自国际联盟MiBioGen和荷兰微生物组计划(物种)。对于PPD,GWAS数据来自芬兰生物银行,包括57604例病例和596601例对照。逆方差加权法是我们分析方法的核心。在此之后,进行了一系列全面的多效性和异质性检验,以确保我们研究结果的可靠性和稳健性。
我们确定了12种与PPD风险相关的细菌分类群。韦荣氏菌科与PPD风险呈负相关。α-变形菌纲与PPD风险呈正相关。
来自MiBioGen联盟、DMP和芬兰联盟的GWAS数据可能会引入选择偏差。此外,数据主要来自欧洲人群,因此将这些结果外推到不同人群时应谨慎。PPD背后的病因仍然不明,这暗示可能存在未公开的潜在混杂因素。
基于这项孟德尔随机化分析,我们发现某些肠道微生物群落与PPD之间存在因果关系。未来的临床研究可以通过联合使用微生物进一步探索PPD的治疗方法。这不仅为PPD的发病机制提供了见解,也为利用肠道微生物群作为生物疗法治疗神经疾病奠定了基础。