Lipidomics Reveals Common Mechanisms in Polycystic Ovarian Syndrome, Recurrent Spontaneous Abortion, and Infertility: A Genetic-Based Analysis

脂质组学揭示多囊卵巢综合征、复发性自然流产和不孕症的共同机制:一项基于遗传学的分析

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Abstract

BACKGROUND: Polycystic ovary syndrome (PCOS), infertility, and recurrent spontaneous abortion (RSA) pose significant challenges to women's reproductive health. While dyslipidemia plays a critical role in these conditions, the causal relationships between specific lipids and these pathologies, as well as their shared mechanisms, remain unclear. METHODS: We conducted genome-wide association studies (GWAS) to identify genetic variants associated with 179 plasma lipid species and obtained outcome data for PCOS, infertility, and RSA from the FinnGen R10 database. Mendelian randomization (MR) was performed with genetic variants as instrumental variables (IVs) to assess causal relationships. The inverse variance weighted (IVW) method was the primary approach in our two-sample MR study. Robustness was validated through assessments of heterogeneity, pleiotropy, and leave-one-out analyses. RESULTS: IVW analysis identified 17 plasma lipid species significantly associated with PCOS risk (P < 0.05), including sphingomyelin (d38:2) (OR = 0.909, 95% CI: 0.835-0.990, P = 0.0277) and triacylglycerol (48:2) (OR = 1.291, 95% CI: 1.097-1.518, P = 0.0020). Similarly, 15 lipid species were significantly associated with infertility risk (P < 0.05), such as sphingomyelin (d36:2) (OR = 0.926, 95% CI: 0.888-0.966, P = 0.0003) and triacylglycerol (48:2) (OR = 1.122, 95% CI: 1.059-1.188, P < 0.0001). Two lipid species, phosphatidylinositol (18:0_20:4) (OR = 0.790, 95% CI: 0.693-0.900, P = 0.0004) and sphingomyelin (d42:2) (OR = 0.779, 95% CI: 0.672-0.903, P = 0.0009), showed significant inverse associations with RSA risk, suggesting protective effects. CONCLUSION: This study establishes causal relationships between specific lipid species and the risk of PCOS, infertility, and RSA, emphasizing lipid metabolism dysregulation as a common pathological mechanism underlying these reproductive disorders. Targeting lipids may offer a promising therapeutic strategy for these diseases.

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