ArticleFrontiers in endocrinology2023
Association between the triglyceride to high-density lipoprotein cholesterol ratio and the risk of gestational diabetes mellitus: a second analysis based on data from a prospective cohort study.
Article in Frontiers in endocrinology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.
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Who cites it
22 citing papers in PubMed, 2 syntheses or guidelines pooled it, 26 citations in OpenAlex.
- The correlation between triglyceride-glucose index in early pregnancy (<20 weeks) and pregnancy complications and adverse pregnancy outcomes: a systematic review and meta-analysis.Frontiers in medicine · 2026Pooled it
- Trimester-Specific Serum Lipid Profiles in Gestational Diabetes Mellitus: A Systematic Review, Meta-Analysis, and Meta-Regression.Medicina (Kaunas, Lithuania) · 2025Pooled it
- Early characterization of pregnancy glycemic traits in gestational diabetes mellitus by plasma cell-free mRNA and non-coding RNA.Epigenetics · 2026Article
- Association between triglyceride to high-density lipoprotein cholesterol ratio and new-onset diabetes mellitus.Archives of endocrinology and metabolism · 2026Article
- Comparative predictive value of the cholesterol-high-density lipoprotein-glucose index versus the triglyceride-glucose index for gestational dysglycemia: a two-cohort study.Frontiers in endocrinology · 2026Article
- Early Pregnancy Triglyceride to HDL-C Ratio Predicts Gestational Diabetes Mellitus and Neonatal Hypoglycemia: A Retrospective Cohort Study.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- Association of the GLM7 composite metabolic index with gestational diabetes mellitus in early pregnancy: a secondary analysis of a Korean prospective pregnancy cohort.Frontiers in nutrition · 2026Article
- Metabolic biomarkers in early detection of gestational diabetes mellitus: a prospective diagnostic accuracy study.Frontiers in medicine · 2026Article
- Associations Between Gestational Diabetes Mellitus and Neonatal Acyl Metabolic Profiles: An Empirical Study Based on a Birth Cohort.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- Mediating effects of maternal blood lipids and glucose on the relationship between pre-pregnancy body mass index and newborn birth weight in women with gestational diabetes mellitus.BMC pregnancy and childbirth · 2025Article
- The association between early pregnancy maternal lipid indicators with gestational diabetes mellitus and pre-eclampsia.Journal of lipid research · 2025Article
- Diagnostic Performance of the Triglyceride-Glucose Index in Screening for Gestational Diabetes Mellitus at 24-28 Weeks of Gestation.Diagnostics (Basel, Switzerland) · 2025Article
- Non-Traditional Lipid Parameters and Risk of Adverse Pregnancy Outcomes in Gestational Diabetes Mellitus: Mediation by Maternal Metabolites.Journal of diabetes · 2025Observational
- Association of cardiometabolic index and new-onset stroke in middle-aged and elderly Chinese: a national prospective cohort study.BMC neurology · 2025Article
- The first-trimester triglyceride glucose-body mass index is a valuable predictor for adverse pregnancy outcomes.BMC pregnancy and childbirth · 2025Article
- The association between residual cholesterol to high-density lipoprotein cholesterol ratio and type 2 diabetes risk in elderly populations.Frontiers in endocrinology · 2025Article
- Article
- Serum triglyceride to high density lipoprotein cholesterol ratio in late pregnancy as a potential predictor of adverse birth outcomes: an analysis of real-world data.Diabetology & metabolic syndrome · 2024Article
- Predictive Utility of Biochemical Markers for the Diagnosis and Prognosis of Gestational Diabetes Mellitus.International journal of molecular sciences · 2024Review
- Association between maternal lipid profiles and lipid ratios in early to middle pregnancy as well as their dynamic changes and gestational diabetes mellitus.BMC pregnancy and childbirth · 2024Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Although there is strong evidence linking triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio to insulin resistance and diabetes mellitus, its clinical importance in pregnant women has not been well determined. This study sought to determine the connection between the TG/HDL-C ratio in the first trimester and the eventual onset of gestational diabetes mellitus (GDM). Methods: We performed a secondary analysis of open-access data from a prospective cohort study. This present study included 590 singleton pregnant women at 10-14 weeks who visited the outpatient clinics for prenatal checks and were recorded at Incheon Seoul Women's Hospital and Seoul Metropolitan Government Seoul National University Boramae Medical Center in Korea. A binary logistic regression model, a series of sensitivity analyses, and subgroup analysis were used to examine the relationship between TG/HDL-C ratio and incident GDM. A receiver operating characteristic (ROC) analysis was also conducted to assess the ability of the TG/HDL-C ratio to predict GDM. Results: The mean age of the included individuals was 32.06 ± 3.80 years old. The mean TG/HDL-C ratio was 1.96 ± 1.09. The incidence rate of GDM was 6.27%. After adjustment for potentially confounding variables, TG/HDL-C ratio was positively associated with incident GDM (OR=1.77, 95%CI: 1.32-2.38, P=0.0001). Sensitivity analyses and subgroup analysis demonstrated the validity of the relationship between the TG/HDL-C ratio and GDM. The TG/HDL-C ratio was a good predictor of GDM, with an area under the ROC curve of 0.7863 (95% CI: 0.7090-0.8637). The optimal TG/HDL-C ratio cut-off value for detecting GDM was 2.2684, with a sensitivity of 72.97% and specificity of 75.05%. Conclusion: Our results demonstrate that the elevated TG/HDL-C ratio is related to incident GDM. The TG/HDL-C ratio at 10-14 weeks could help identify pregnant women at risk for GDM and may make it possible for them to receive early and effective treatment to improve their prognosis.
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