Systemic inflammatory regulators and primary ovarian insufficiency: a bidirectional Mendelian randomization study
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Abstract
Abstract Background : Recent studies have suggested a potential link between systemic inflammatory regulators and primary ovarian insufficiency (POI); however, a causal relationship between them remains unclear. In this study, we explored the causal link between systemic inflammatory regulators and POI risk using a bidirectional, two-sample Mendelian randomization (MR) strategy. Results : This approach utilized the most extensive genome-wide association study involving 41 systemic inflammatory regulators in a sample of 8,293 Finnish individuals and POI data from the FinnGen consortium (254 cases vs. 118,228 controls). The inverse variance weighting approach served as a primary MR method, and four additional MR techniques (Maximum Likelihood, MR-Egger, Weighted Median, and constrained Maximum Likelihood and Model Averaging Bayesian ) were applied to support and validate results. Cochran's Q statistics were used to assess the heterogeneity of instrumental variables, whereas the MR-Egger and MR Pleiotropy Residual Sum and Outlier tests detected horizontal pleiotropy. The MR Steiger test evaluated the strength of a causal association. Our findings suggest that vascular endothelial growth factor (odds ratio [OR] = 0.73, 95% confidence interval [CI]: 0.54–0.99, P=0.046) and interleukin-10 (OR=0.53, 95% CI: 0.33–0.85, P=0.0091) exhibit protective effects on POI. Reverse MR analysis revealed no significant effect of POI on these 41 systemic inflammatory regulators. No notable heterogeneity or horizontal pleiotropy was observed in the instrumental variables. Conclusions : This study revealed a causal relationship between 41 systemic inflammatory regulators and POI. Further investigations are necessary to assess the potential of these biomarkers as diagnostic tools, preventive strategies, and therapeutic targets for POI.
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References (27)
- W1975078287 via openalex
- W1983321056 via openalex
- W2007746781 via openalex
- W2015522187 via openalex
- W2053666849 via openalex
- W2100821129 via openalex
- W2113699335 via openalex
- W2142752854 via openalex
- W2149440929 via openalex
- W2171771184 via openalex
- W2198755677 via openalex
- W2398690791 via openalex
- W2462634178 via openalex
- W2520048741 via openalex
- W2600753645 via openalex
- W2613603864 via openalex
- W2770598799 via openalex
- W2803072880 via openalex
- W2885945380 via openalex
- W3127059943 via openalex
- W3174084468 via openalex
- W4243155709 via openalex
- W4247319976 via openalex
- W4250806194 via openalex
- W4254492464 via openalex
- W4301425552 via openalex
- W4317390883 via openalex
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- last seen: 2026-05-19T01:45:01.086888+00:00
- openalex
- last seen: 2026-06-10T17:14:06.276822+00:00
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