血糖特征与不良妊娠结局的因果关系及血浆代谢物的中介作用:一项孟德尔随机化研究OA
Causal relationships between glycemic traits and adverse pregnancy outcomes and the mediating role of plasma metabolites:a Mendelian randomization study
目的 利用孟德尔随机化(MR)方法探讨血糖特征、血浆代谢物与不良妊娠结局(APOs)之间的因果关联及潜在中介机制.方法 基于全基因组关联研究的汇总数据,采用两样本MR框架,包括敏感性分析、反向MR及两步法中介分析,以空腹血糖、空腹胰岛素、餐后2 h血糖、糖化血红蛋白及1 400种血浆代谢物作为暴露因素,以自然流产、胎儿生长受限、子痫前期/子痫、早产为结局变量,进行因果推断.采用逆方差加权法为主要分析方法,辅以多种敏感性分析验证结果的稳健性.结果 MR分析显示,空腹血糖升高与胎儿生长受限风险降低存在因果关联[OR=0.660,95%CI(0.496,0.879),P=0.004],空腹胰岛素升高是子痫前期/子痫的危险因素[OR=1.738,95%CI(1.057,2.859),P=0.030],餐后2 h血糖升高则与早产风险增加相关[OR=1.172,95%CI(1.014,1.354),P=0.032];糖化血红蛋白与各种APOs的MR分析未发现显著因果关联(P>0.05).代谢物分析发现,己酰基谷氨酰胺、3-甲基胞苷水平升高会增加子痫前期/子痫风险,N6-乙酰赖氨酸水平升高可降低早产风险.中介分析结果提示,3-甲基胞苷可能部分介导空腹胰岛素对子痫前期/子痫的效应(中介比例为4.88%).主要结果均通过敏感性分析验证,且反向MR分析未发现反向因果关系.结论 本研究从遗传学层面提示了不同血糖特征对特定APOs的差异化因果效应,并发现3-甲基胞苷在空腹胰岛素与子痫前期/子痫关联中具有潜在中介作用,为孕期血糖精细化管理提供了初步线索.
Objective To investigate the causal association among glycemic traits,plasma metabolites,and adverse pregnancy outcomes(APOs),as well as potential mediating mechanisms,using Mendelian randomization(MR).Methods Based on summary data from genome-wide association studies,a two-sample MR framework,including sensitivity analyses,reverse MR,and two-step mediation analysis was applied.Four glycemic traits(fasting glucose,fasting insulin,2 h postprandial glucose,and HbA1c)and 1,400 plasma metabolites were used as exposures,while four APOs(spontaneous abortion,fetal growth restriction,pre-eclampsia/eclampsia,and preterm birth)served as outcomes.The inverse variance weighted method was used as the primary analysis,supplemented by various sensitivity analyses to verify the robustness of the results.Results MR analysis showed that genetically predicted higher fasting glucose was causally associated with a reduced risk of fetal growth restriction[OR=0.660,95%CI(0.496,0.879),P=0.004].Higher fasting insulin was a risk factor for pre-eclampsia/eclampsia[OR=1.738,95%CI(1.057,2.859),P=0.030],while higher 2 h postprandial glucose was associated with an increased risk of preterm birth[OR=1.172,95%CI(1.014,1.354),P=0.032].No significant causal associations were found between HbA1c and any of the APOs in the MR analysis(P>0.05).Metabolite analysis revealed that higher levels of hexanoylglutamine and 3-methylcytidine increased the risk of pre-eclampsia/eclampsia,whereas a higher level of N6-acetyllysine reduced the risk of preterm birth.Mediation analysis further suggested that 3-methylcytidine may partially mediate the effect of fasting insulin on pre-eclampsia/eclampsia(mediation proportion:4.88%).All primary results were validated by sensitivity analyses,and reverse MR analysis found no evidence of reverse causation.Conclusion This study provides genetic evidence for the potential differential causal effects of glycemic traits on distinct APOs and,reveals the partial mediating role of 3-methylcytidine in the pathway from fasting insulin to pre-eclampsia/eclampsia,offering new insights for precise glycemic management during pregnancy.
周跃静;徐丹;钟才云
南京医科大学公共卫生学院营养与食品卫生学系(南京 211166)||淮安市妇幼保健院临床营养科(江苏 淮安 223002)南京中医药大学附属苏州市中医医院妇科(江苏 苏州 215001)南京医科大学公共卫生学院营养与食品卫生学系(南京 211166)
医药卫生
血糖特征不良妊娠结局血浆代谢物孟德尔随机化中介分析
Glycemic traitsAdverse pregnancy outcomesPlasma metabolitesMendelian randomizationMediation analysis
《医学新知》 2026 (6)
649-656,中插3-中插5,11
国家自然科学基金青年科学基金项目(82305297)
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