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Published on: July 31, 2019
Causal Effects of Gut Microbial Genera on Abnormal Spermatozoa Revealed Through Integrated Mendelian Randomization
1Reproductive Medicine Center, The Fourth Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu, China.
Purpose:
Sperm quality is a key contributing factor in infertility. This study aimed to investigate the causal relationship between gut microbiota genera and abnormal spermatozoa (defects in sperm count, motility, or morphology) and to evaluate potential mediating factors.
Patients And Methods:
Summary statistics for gut microbiota genera, abnormal spermatozoa, microbiota metabolic pathways, immune cell traits, and serum bioavailable testosterone (BioT) levels were extracted from publicly available GWAS databases. A fixed-effects meta-analysis was performed on gut microbiota genera from the MiBioGen and DMP cohorts, followed by two-sample Mendelian randomization (MR) analysis to evaluate causal associations. To strengthen reliability, a triangulation framework incorporating MR analyses, HyPrColoc colocalization analysis, and Steiger directionality tests was employed. Mediation analysis focused on microbiota metabolic pathways, immune cell traits, and BioT levels as potential mediators.
Results:
Eight gut microbiota genera showed significant causal associations with abnormal spermatozoa: four risk genera (Lachnospiraceae UCG001.id.11321, Coprococcus 1.id.11301, Barnesiella, Dorea) and four protective genera (Clostridium sensu stricto 1.id.1873, Ruminiclostridium 6.id.11356, Lachnospiraceae_noname, Veillonella). The triangulation framework validated these causal relationships. Although two genera affected BioT levels, formal mediation analysis did not confirm BioT, immune cells, or metabolic pathways as mediators, suggesting novel gut-testis axis mechanisms.
Conclusion:
This large-scale MR analysis establishes a causal connection between specific gut microbiota genera and abnormal spermatozoa. The "causation without colocalization" pattern and null mediation findings suggest distant regulatory mechanisms and novel gut-testis axes, offering microbiota-targeted therapeutic strategies for male infertility.
Insights
Specific gut bacteria genera are causally linked to abnormal sperm quality. This study identified both harmful and protective bacteria, suggesting new targets for male infertility treatments via the gut-testis axis.
Area of Science:
- Microbiome research
- Male reproductive health
- Genetics
Background:
- Sperm quality is crucial for fertility, and its abnormalities contribute to male infertility.
- The gut microbiota's influence on systemic health is increasingly recognized, but its specific role in male reproductive function remains unclear.
Purpose of the Study:
- To investigate the causal relationship between gut microbiota genera and abnormal spermatozoa (count, motility, morphology).
- To explore potential mediating factors, including metabolic pathways, immune cell traits, and serum bioavailable testosterone (BioT).
Main Methods:
- Utilized summary statistics from publicly available GWAS databases for gut microbiota, spermatozoa, and potential mediators.
- Performed fixed-effects meta-analysis and two-sample Mendelian randomization (MR) analysis.
- Employed a triangulation framework (MR, HyPrColoc, Steiger tests) for robust causal inference and mediation analysis.
Main Results:
- Identified eight gut microbiota genera with significant causal associations with abnormal spermatozoa: four risk (Lachnospiraceae UCG001, Coprococcus, Barnesiella, Dorea) and four protective (Clostridium sensu stricto 1, Ruminiclostridium 6, Lachnospiraceae_noname, Veillonella).
- Causal relationships were validated by the triangulation framework.
- Mediation analysis did not confirm BioT, immune cells, or metabolic pathways as mediators, indicating novel gut-testis axis mechanisms.
Conclusions:
- Established a large-scale causal connection between specific gut microbiota genera and abnormal spermatozoa.
- The findings suggest "causation without colocalization" and novel gut-testis axes, pointing towards distant regulatory mechanisms.
- These insights offer potential microbiota-targeted therapeutic strategies for addressing male infertility.
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