Xu Ziyi, Li Changhui, Wang Nanzhu, Song Guojiao
College of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun, China.
The Affiliated Hospital of Changchun University of Traditional Chinese Medicine, Changchun, China.
J Transl Med. 2025 Feb 16;23(1):190. doi: 10.1186/s12967-025-06166-2.
Given the close relationship between lipids and gestational diabetes mellitus(GDM), the present study sought to examine the association between the triglyceride high-density cholesterol-glucose body index(TyHGB) and the risk of developing GDM.
In order to investigate the relationship between TyHGB and GDM, a retrospective case-control study and a prospective cohort study were conducted involving 1862 individuals. A multifactorial logistic regression model was employed to assess the relationship between TyHGB and GDM, and to reduce potential bias and confounding variables, the association between TyHGB and GDM was evaluated using 1:1 propensity score further matching (PSM) multivariate logistic regression of post-PSM data. The restricted cubic splines(RCS) was used to observe the dose-response relationship between TyHGB and GDM. Receiver operating characteristic (ROC) curves were employed to evaluate the predictive accuracy of GDM. Subsequently, likelihood ratio tests were utilized to investigate the correlation between TyHGB and GDM in specific subgroups.
After adjustment for all confounders, multivariate logistic regression analysis showed that TyHGB was significantly associated with the risk of developing GDM.The ROC curve shows the excellent predictive performance of the TyHGB index.TyHGB was better than other indices in predicting GDM in the first and second trimester.
This study demonstrates that TyHGB is independently associated with GDM risk. TyHGB may be used as a screening and monitoring tool for pregnant women at high risk of GDM rather than other lipid indicators.
鉴于脂质与妊娠期糖尿病(GDM)之间的密切关系,本研究旨在探讨甘油三酯高密度胆固醇血糖身体指数(TyHGB)与发生GDM风险之间的关联。
为了研究TyHGB与GDM之间的关系,进行了一项回顾性病例对照研究和一项前瞻性队列研究,涉及1862名个体。采用多因素逻辑回归模型评估TyHGB与GDM之间的关系,为减少潜在偏差和混杂变量,使用1:1倾向评分进一步匹配(PSM)对PSM后数据进行多变量逻辑回归来评估TyHGB与GDM之间的关联。使用受限立方样条(RCS)观察TyHGB与GDM之间的剂量反应关系。采用受试者工作特征(ROC)曲线评估GDM的预测准确性。随后,利用似然比检验研究特定亚组中TyHGB与GDM之间的相关性。
在对所有混杂因素进行调整后,多变量逻辑回归分析表明TyHGB与发生GDM的风险显著相关。ROC曲线显示TyHGB指数具有出色的预测性能。在预测孕早期和孕中期的GDM方面,TyHGB优于其他指标。
本研究表明TyHGB与GDM风险独立相关。TyHGB可作为GDM高危孕妇的筛查和监测工具,而非其他脂质指标。