Department of Public Health, Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region, 830000, China.
Urumqi Maternal and Child Health Hospital, Urumqi, Xinjiang Uygur Autonomous Region, 830000, China.
Lipids Health Dis. 2024 Mar 25;23(1):87. doi: 10.1186/s12944-024-02076-2.
This study aimed to investigate the association between the triglyceride-glucose (TyG) index in early pregnancy and the development of gestational diabetes mellitus (GDM) in the second trimester. The primary objectives were to evaluate the predictive potential of the TyG index for GDM, determine the optimal threshold value of the TyG index for GDM assessment, and compare the predictive performance of the TyG index alone versus its combination with maternal age and pre-pregnancy body mass index on GDM. Moreover, the study explored the association between the TyG index in early pregnancy and the risk of other pregnancy-related complications (PRCs), such as placental abruption and gestational hypertension.
This prospective cohort study recruited 1,624 pregnant women who underwent early pregnancy antenatal counseling and comprehensive assessments with continuous monitoring until delivery. To calculate the TyG index, health indicators, including maternal triglycerides and fasting plasma glucose, were measured in early pregnancy (< 14 weeks of gestation). The predictive power of the TyG index for evaluating GDM in Chinese pregnant women was determined using multifactorial logistic regression to derive the odds ratios and 95% confidence interval (CI). Subgroup analyses were conducted, and the efficacy of the TyG index in predicting PRCs was assessed via receiver operating characteristic (ROC) curve analysis and restricted cubic spline, with the optimal cutoff value calculated.
Logistic regression analyses revealed a 2.10-fold increase in the GDM risk for every 1-unit increase in the TyG index, after adjusting for covariates. The highest GDM risk was observed in the group with the highest TyG index compared with the lowest quintile group (odds ratios: 3.25; 95% CI: 2.23-4.75). Subgroup analyses indicated that exceeding the recommended range of gestational weight gain and an increased GDM risk were significantly associated (P = 0.001). Regarding predictive performance, the TyG index exhibited the highest area under the curve (AUC) value in the ROC curve for GDM (AUC: 0.641, 95% CI: 0.61-0.671). The optimal cutoff value was 8.890, with both sensitivity and specificity of 0.617.The combination of the TyG index, maternal age, and pre-pregnancy body mass index proved to be a superior predictor of GDM than the TyG index alone (AUC: 0.672 vs. 0.641, P < 0.01). After adjusting for multiple factors, the analyses indicated that the TyG index was associated with an increased risk of gestational hypertension. However, no significant association was noted between the TyG index and the risk of preeclampsia, placental abruption, intrauterine distress, or premature rupture of membranes.
The TyG index can effectively identify the occurrence of GDM in the second trimester, aligning with previous research. Incorporating the TyG index into routine clinical assessments of maternal health holds significant practical implications. Early identification of high-risk groups enables healthcare providers to implement timely interventions, such as increased monitoring frequency for high-risk pregnant women and personalized nutritional counseling and health education. These measures can help prevent or alleviate potential maternal and infant complications, thereby enhancing the overall health outcomes for both mothers and babies.
本研究旨在探讨孕早期甘油三酯-葡萄糖(TyG)指数与妊娠中期发生妊娠期糖尿病(GDM)之间的关系。主要目的是评估 TyG 指数对 GDM 的预测潜力,确定 TyG 指数评估 GDM 的最佳临界值,并比较 TyG 指数单独与其与母亲年龄和孕前体重指数的组合对 GDM 的预测性能。此外,该研究还探讨了孕早期 TyG 指数与其他妊娠相关并发症(PRCs)的风险之间的关系,如胎盘早剥和妊娠高血压。
本前瞻性队列研究招募了 1624 名接受孕早期产前咨询和综合评估并进行连续监测直至分娩的孕妇。为了计算 TyG 指数,在孕早期(<14 周妊娠)测量了包括孕妇甘油三酯和空腹血浆葡萄糖在内的健康指标。使用多因素逻辑回归来确定 TyG 指数评估中国孕妇 GDM 的预测能力,得出比值比和 95%置信区间(CI)。进行了亚组分析,并通过受试者工作特征(ROC)曲线分析和限制性立方样条来评估 TyG 指数预测 PRCs 的功效,计算最佳截断值。
调整协变量后,TyG 指数每增加 1 个单位,GDM 风险增加 2.10 倍。与最低五分位组相比,TyG 指数最高组的 GDM 风险最高(比值比:3.25;95%CI:2.23-4.75)。亚组分析表明,超过推荐的妊娠期体重增加范围与 GDM 风险增加显著相关(P=0.001)。关于预测性能,TyG 指数在 ROC 曲线中对 GDM 的曲线下面积(AUC)值最高(AUC:0.641,95%CI:0.61-0.671)。最佳截断值为 8.890,敏感性和特异性均为 0.617。TyG 指数、母亲年龄和孕前体重指数的组合证明比 TyG 指数单独预测 GDM 的效果更好(AUC:0.672 与 0.641,P<0.01)。调整多个因素后,分析表明 TyG 指数与妊娠高血压的风险增加相关。然而,TyG 指数与子痫前期、胎盘早剥、宫内窘迫或胎膜早破的风险之间无显著相关性。
TyG 指数可有效识别妊娠中期 GDM 的发生,与以往研究一致。将 TyG 指数纳入常规孕产妇健康评估具有重要的实际意义。早期识别高危人群可以使医疗保健提供者能够及时实施干预措施,例如增加高危孕妇的监测频率以及个性化的营养咨询和健康教育。这些措施有助于预防或减轻潜在的母婴并发症,从而提高母婴的整体健康结局。