Key Laboratory of Environmental Medicine and Engineering of Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing 210009, China.
Nutrients. 2023 Jul 13;15(14):3130. doi: 10.3390/nu15143130.
Although observational studies have demonstrated that blood lipids are associated with female infertility, the causality of this association remains unclear. We performed a univariable and multivariable Mendelian randomization (MR) analysis to evaluate the causal relationship between blood lipids and female infertility.
Single-nucleotide polymorphisms associated with lipid traits in univariate analysis were obtained from the Million Veteran Program (MVP) and Global Lipids Genetics Consortium (GLGC), involving up to 215,551 and 188,577 European individuals, respectively. Blood lipids in multivariate analysis were obtained from the latest genome-wide association study meta-analysis with lipid levels in 73 studies encompassing >300,000 participants. Data on female infertility were obtained from the FinnGen Consortium R6 release, which included 6481 samples and 75,450 controls. Subsequently, MR analysis was performed using inverse variance-weighted (IVW), weighted median, weighted-mode, simple-mode and MR-Egger regression to demonstrate the causal relationship between lipids and female infertility.
After controlling confounding factors including body mass index and age at menarche, two-sample MR demonstrated that genetically predicted LDL-C and TC were causally associated with the risk of female infertility (When the genetic instruments come from the MVP database, LDL-C and female infertility, IVW OR: 1.13, 95% CI: 1.001-1.269, = 0.047; TC and female infertility, IVW OR: 1.16, 95% CI: 1.018-1.317, = 0.025, and when the genetic instruments came from the GLGC database, LDL-C and female infertility, IVW OR: 1.10, 95% CI: 1.008-1.210, = 0.033; TC and female infertility, IVW OR: 1.14, 95% CI: 1.024-1.258, = 0.015). However, the IVW estimate showed that HDL-C was not significantly associated with the risk of female infertility (when the genetic instruments came from the MVP database, IVW OR: 1.00, 95% CI: 0.887-1.128, = 0.999; when the genetic instruments came from the GLGC database, IVW OR: 1.00, 95% CI: 0.896-1.111, = 0.968). The multivariable MR analysis also provided evidence that LDL-C (OR: 1.12, 95% CI: 1.006-1.243, = 0.042) was significantly associated with the risk of female infertility after considering the correlation of all lipid-related traits.
These findings support a causal relationship between increased LDL-cholesterol and increased female infertility risk. Furthermore, the association between lipid-related traits and female infertility risk merits more studies.
尽管观察性研究表明血脂与女性不孕有关,但这种关联的因果关系尚不清楚。我们进行了单变量和多变量孟德尔随机化(MR)分析,以评估血脂与女性不孕之间的因果关系。
单变量分析中与脂质特征相关的单核苷酸多态性从百万退伍军人计划(MVP)和全球脂质遗传学联盟(GLGC)获得,分别涉及多达 215551 和 188577 名欧洲个体。多变量分析中的血脂从最新的全基因组关联研究荟萃分析中获得,该分析涉及 73 项研究,涵盖了超过 300000 名参与者的血脂水平。女性不孕的数据来自 FinnGen 联盟 R6 版本,其中包括 6481 个样本和 75450 个对照。随后,使用逆方差加权(IVW)、加权中位数、加权模式、简单模式和 MR-Egger 回归进行 MR 分析,以证明脂质与女性不孕之间的因果关系。
在控制了包括体重指数和初潮年龄在内的混杂因素后,两样本 MR 表明,遗传预测的 LDL-C 和 TC 与女性不孕的风险有因果关系(当遗传工具来自 MVP 数据库时,LDL-C 和女性不孕,IVW OR:1.13,95%CI:1.001-1.269, = 0.047;TC 和女性不孕,IVW OR:1.16,95%CI:1.018-1.317, = 0.025,当遗传工具来自 GLGC 数据库时,LDL-C 和女性不孕,IVW OR:1.10,95%CI:1.008-1.210, = 0.033;TC 和女性不孕,IVW OR:1.14,95%CI:1.024-1.258, = 0.015)。然而,IVW 估计表明,HDL-C 与女性不孕的风险无显著相关性(当遗传工具来自 MVP 数据库时,IVW OR:1.00,95%CI:0.887-1.128, = 0.999;当遗传工具来自 GLGC 数据库时,IVW OR:1.00,95%CI:0.896-1.111, = 0.968)。多变量 MR 分析还提供了证据表明,LDL-C(OR:1.12,95%CI:1.006-1.243, = 0.042)与女性不孕风险显著相关,考虑到所有与脂质相关的特征之间的相关性后。
这些发现支持 LDL-胆固醇升高与女性不孕风险增加之间存在因果关系。此外,脂质相关特征与女性不孕风险之间的关系值得进一步研究。