ArticleJournal of translational medicine2025
Association between the new TyG indicator-TyHGB and gestational diabetes mellitus: results from the case-control and prospective cohort studies.
Article in Journal of translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
15 citing papers in PubMed.
- Association of a new TyG indicator, TyHGB, with cardiovascular disease incidence among the elderly: evidence from a prospective cohort study.BMC geriatrics · 2026Article
- Association between TyHGB and hyperuricemia and gout in patients with type-2 diabetes mellitus.BMC endocrine disorders · 2026Article
- Association of the triglyceride glucose-Chinese visceral adiposity index with incident cardiometabolic multimorbidity in middle-aged and older adults: a nationwide prospective cohort study.Cardiovascular diabetology · 2026Article
- TyHGB combined with diagonal earlobe crease and traditional risk factors for constructing a diagnostic model of coronary heart disease.Lipids in health and disease · 2026Article
- Association between the triglyceride-high-density lipoprotein-glucose-body index and atrial fibrillation: a retrospective case-control study.Frontiers in nutrition · 2026Article
- Association of the new TyG indicator-TyHGB with prediabetes and diabetes in middle-aged and elderly postmenopausal women: a longitudinal study.Frontiers in endocrinology · 2026Article
- Waist circumference partially mediates the non-linear association between TyHGB and MASLD in non-diabetic Japanese adults.Frontiers in nutrition · 2026Article
- Evaluation of the CHG index for identifying metabolic dysfunction associated steatotic liver disease: evidence from two independent Asian non-obese populations.Frontiers in nutrition · 2026Article
- Association between novel obesity- and lipid-related indices and diabetes across different FBG among elderly: a prospective cohort study.Frontiers in endocrinology · 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
- TyHGB and CVD high-risk stratification: nonlinear association and discrimination in the ChinaHEART Luohe study.Frontiers in endocrinology · 2026Article
- First-trimester atherogenic index of plasma and triglyceride-glucose indices in pregestational diabetes mellitus: associations with adverse pregnancy outcomes.BMC pregnancy and childbirth · 2025Article
- Evaluation of a new TyG indicator, TyHGB, in predicting non-alcoholic fatty liver disease: evidence from two independent populations.Lipids in health and disease · 2025Article
- The association between gestational diabetes mellitus and cancer in women: an updated systematic review and meta-analysis.Journal of diabetes and metabolic disorders · 2025Article
- The triglyceride-high-density lipoprotein-glucose-body index: a superior novel biomarker for diabetic kidney disease in type 2 diabetes.Frontiers in endocrinology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
backgroundGiven 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.
methodsIn 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.
resultsAfter 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.
conclusionsThis 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.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.