ArticleBMC pregnancy and childbirth2025
The first-trimester triglyceride glucose-body mass index is a valuable predictor for adverse pregnancy outcomes.
Article in BMC pregnancy and childbirth, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The triglyceride glucose-body mass index and the risk of gestational diabetes mellitus: a systematic review and meta-analysis.Frontiers in nutrition · 2026Pooled it
- Circulating miR-342-3p as a biomarker for diagnosing gestational diabetes mellitus and predicting adverse perinatal outcomes: A retrospective cohort study.Journal of diabetes investigation · 2026Article
- Association between glycolipid metabolism 7 factors (GLM7) and pregnancy loss in women aged 18-35 years: evidence from NHANES 2009-2018.Lipids in health and disease · 2026Article
- Restricted cubic spline analysis of the association between the third-trimester triglyceride-glucose index and neonatal birthweight in pregnant women with gestational diabetes mellitus: a multicenter cohort study.BMC pregnancy and childbirth · 2026Article
- The association between triglyceride glucose-body mass index and live birth outcomes in women with clinical pregnancy after frozen-thawed embryo transfer: a cohort study.BMC pregnancy and childbirth · 2026Article
- Elevated triglyceride glucose-body mass index is associated with a higher risk of reduced cumulative live birth and adverse pregnancy outcomes in women undergoing assisted reproductive technology: a retrospective cohort study.Frontiers in endocrinology · 2026Observational
- Association between triglyceride glucose-body mass index and preeclampsia risk in advanced maternal age pregnant women-a retrospective cohort study.Scientific reports · 2025Article
- First-trimester atherogenic index of plasma and triglyceride-glucose indices in pregestational diabetes mellitus: associations with adverse pregnancy outcomes.BMC pregnancy and childbirth · 2025Article
- The triglyceride glucose-body mass index predicts adverse reproductive outcomes in women with polycystic ovary syndrome undergoing frozen embryo transfer.Frontiers in endocrinology · 2025Article
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Abstract
backgroundAlthough insulin resistance has been associated with unfavorable pregnancy outcomes, the ability of non-insulin-based insulin resistance indicators to predict adverse pregnancy outcomes has yet to be thoroughly understood. The study aims to investigate the association and predictability of triglyceride glucose-body mass index (TyG-BMI), a biomarker of non-insulin-based insulin resistance, with the risks of adverse pregnancy outcomes.
methodThe retrospective study included 1,136 subjects. Group-based trajectory modeling (GBTM) was employed to identify the TyG-BMI index trajectory. Logistic regression, restricted cubic spline (RCS) regression, and subgroup analysis were used to assess the association between the TyG-BMI index trajectory and the first-trimester TyG-BMI index with the risks of adverse pregnancy outcomes. Receiver-operating characteristic (ROC) curve analysis and the DeLong test were utilized to evaluate the prediction ability of the first-trimester TyG-BMI index for adverse pregnancy outcomes.
resultsGBTM revealed three distinct trajectories of the TyG-BMI index. Using the "low-stable" trajectory as a reference, the "high-stable" trajectory was independently associated with an increased risk of gestational diabetes mellitus (GDM) (aOR = 2.01, 95% CI 1.20-3.37), hypertensive disorders of pregnancy (HDP) (aOR = 6.05, 95% CI 3.00-12.18), and large for gestational age (LGA) (aOR = 2.83, 95% CI 1.28-6.25). The highest quartile of the first-trimester TyG-BMI index was independently linked to elevated GDM (aOR = 3.27, 95% CI 1.92-5.59), HDP (aOR = 9.26, 95% CI 3.19-26.88), and LGA (aOR = 2.26, 95% CI 1.00-5.09)risks. Additionally, the third quartile of the first-trimester TyG-BMI index had 2.21-fold increased odds of GDM (aOR = 2.21, 95% CI 1.27-3.82). The first-trimester TyG-BMI index demonstrated a significant linear association with GDM, HDP, SGA, and LGA risks. Compared to the TyG-BMI index trajectory, the highest quartile of the first-trimester TyG-BMI index exhibited a stronger association with the risks of GDM and HDP (aOR = 3.09 and 7.39, respectively). Furthermore, according to the ROC curve, the first-trimester TyG-BMI index outperformed the TyG index and triglyceride/high-density lipoprotein cholesterol (TG/HDL-c) ratio at predicting HDP (0.726 [0.650-0.801] vs. 0.603 [0.527-0.679] vs. 0.615 [0.537-0.693]), LGA (0.619 [0.540-0.699] vs. 0.534 [0.454-0.613] vs. 0.540 [0.458-0.622]), and GDM (0.664 [0.622-0.705] vs. 0.632 [0.588-0.676] vs. 0.604 [0.560-0.649]). According to the DeLong test, the first-trimester TyG-BMI index was a more valuable predictor for LGA and HDP compared to TyG index and TG/HDL-c ratio.
conclusionHigher levels of first-trimester TyG-BMI and a "high-stable" trajectory were linked to a greater risk of adverse pregnancy outcomes. Furthermore, as compared to TyG and TG/HDL-c, the first-trimester TyG-BMI index is a valuable predictor for HDP, GDM, and LGA.
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