Unveiling the truth: Pathogen infections linked to miscarriage: A STROBE-Compliant Mendelian randomization study
Jie Zhou1,2, Jiekai Yin3, Yixin Xu1,2
1Department of General Surgery, The Wujin Hospital Affiliated with Jiangsu University, Changzhou, China.
Abstract:
Miscarriage represents a prevalent yet insufficiently studied adverse pregnancy outcome. The definitive causal links between various pathogens and miscarriage remain to be established. To investigate the causal connections between pathogen infections and miscarriage, we utilized a two-sample bidirectional Mendelian randomization (MR) analysis. We sourced genome-wide association studies data on pathogen infections from the UK Biobank, which included serological markers for infectious diseases and comprehensive whole-genome genetic information from approximately 10,000 individuals. Additionally, genome-wide association studies data on miscarriages were collected from 3 distinct European populations for our analysis. The MR analysis was primarily conducted using the inverse variance weighted method, complemented by Bayesian weighted MR and the weighted median method for robustness. To ensure the reliability of our findings, we performed heterogeneity and pleiotropy tests, leave-one-out sensitivity analyses, and a meta-analysis. Our extensive research has identified a causal association between miscarriage and infections by several human herpesviruses (HHV-1, HHV-3, HHV-4, HHV-6, and HHV-7), polyomaviruses (BK, JC, and Merkel cell polyomaviruses), and Chlamydia trachomatis (inverse variance weighted, P < .05). Notably, a meta-analysis of the integrated data highlighted the particularly high accuracy and consistency of the association with Merkel cell polyomavirus. Our MR analysis has clarified the causal relationships between specific pathogen infections and miscarriage, providing a critical foundation for the prevention and treatment of this adverse pregnancy outcome.
Insights
This study used Mendelian randomization to investigate pathogen infections causing miscarriage. Several human herpesviruses, polyomaviruses, and Chlamydia trachomatis were found to be causally linked to miscarriage.
Area of Science:
- Reproductive Health
- Infectious Diseases
- Genetic Epidemiology
Background:
- Miscarriage is a common adverse pregnancy outcome with unclear causes.
- Establishing definitive causal links between specific pathogens and miscarriage is crucial for public health.
Purpose of the Study:
- To investigate the causal relationships between various pathogen infections and miscarriage using a robust analytical approach.
- To identify specific infectious agents that contribute to the risk of miscarriage.
Main Methods:
- Conducted a two-sample bidirectional Mendelian randomization (MR) analysis.
- Utilized genome-wide association studies (GWAS) data for pathogen infections (UK Biobank) and miscarriage (3 European cohorts).
- Employed inverse variance weighted, Bayesian weighted MR, and weighted median methods, with sensitivity analyses for reliability.
Main Results:
- Identified causal associations between miscarriage and infections with human herpesviruses (HHV-1, -3, -4, -6, -7), polyomaviruses (BK, JC, Merkel cell), and Chlamydia trachomatis.
- Merkel cell polyomavirus showed a particularly consistent and accurate association in meta-analysis.
- Confirmed specific pathogen-miscarriage causal links through rigorous MR analysis.
Conclusions:
- Specific viral and bacterial infections are causally linked to miscarriage.
- Findings provide a foundation for targeted prevention and treatment strategies for miscarriage.
- Highlights the importance of investigating infectious agents in adverse pregnancy outcomes.
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