ArticleDiabetes2020
Defining Heterogeneity Among Women With Gestational Diabetes Mellitus.
Article in Diabetes, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06542718 (Studying the Heterogeneity of Gestational Diabetes Mellitus), which is not on this map. Cited by 53 papers, 1 of them a synthesis that pooled it.
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.
Studying the Heterogeneity of Gestational Diabetes Mellitus: Cardio-Metabolic Alteration and Treatment Response in a Multi-Ethnic Population in Singapore (GDM-CARE)
Who cites it
53 citing papers in PubMed, 1 synthesis or guideline pooled it, 67 citations in OpenAlex.
- Contribution of Type 2 Diabetes Susceptible Gene GCKR Polymorphisms Rs780094 and Rs1260326 to Gestational Diabetes Mellitus: A Meta-AnalysisEndocrine, metabolic & immune disorders drug targets · 2026Pooled it
- Integrated First-Trimester Assessment of Placental Biomarkers, Metabolic Indices, and IGF-1/IGFBP-5 in Relation to Subsequent Gestational Diabetes Mellitus: A Prospective Cohort Study.Medicina (Kaunas, Lithuania) · 2026Article
- Data-Driven Phenotypic Clusters of Gestational Diabetes Mellitus and Associations With Risk of Perinatal Complications and Postpartum Diabetes.Diabetes care · 2026Article
- How the First 9 Months Shape the Rest of Your Life: The Impact of Gestational Diabetes on the Metabolic Future.Diabetes, obesity & metabolism · 2026Review
- Advancing Personalized Medicine in Gestational Diabetes Mellitus Management Through Gut Microbiota Insights.International journal of molecular sciences · 2026Review
- Ethnic differences in gestational diabetes: beyond insulin requirement as a marker of metabolic burden.Endocrine · 2026Article
- Ethnic differences in pregnancies complicated by gestational diabetes mellitus: a multiethnic cohort study.Endocrine · 2026Observational
- Beyond Glycaemic Thresholds: Towards a Comprehensive Metabolic Understanding of Gestational Diabetes.Nutrients · 2026Article
- Advances and challenges in the mechanistic understanding of beta-cell dysfunction in gestational diabetes mellitus.Journal of animal science · 2026Review
- Early Gestational Diabetes Mellitus: A Need for Better Understanding and Wise Navigation.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026Article
- Precision Medicine and Shared Decision-Making to Advance Gestational Diabetes Management: Genetic, Metabolic, and Gut Microbiota Factors.Patient preference and adherence · 2026Review
- Early postpartum dysglycemia after gestational diabetes: β-cell dysfunction and risk stratification in a multiethnic cohort.Frontiers in endocrinology · 2026Article
- Progress and Practice of Insulin Resistance in Pregnancy: From Pathogenesis to Management.International journal of medical sciences · 2026Review
- Editorial: Recent advances in gestational diabetes: diagnosis, treatment and prevention.Frontiers in endocrinology · 2026Article
- Early pregnancy meal tolerance test responses and their association with later insulin sensitivity in overweight and obese women: an exploratory analysis.Frontiers in endocrinology · 2026Observational
- Discovery of placental microRNAs associated with maternal insulin sensitivity during pregnancy.Placenta · 2025Article
- Gestational diabetes mellitus subtypes: from one-size-fits-all to precision medicine.Hormones (Athens, Greece) · 2025Review
- Chrononutrition in Gestational Diabetes: Toward Precision Timing in Maternal Care.Journal of personalized medicine · 2025Review
- Studying the heterogeneity of gestational diabetes mellitus: cardio-metabolic alteration and treatment response in a multi-ethnic population in Singapore (GDM-CARE): a study protocol.BMC pregnancy and childbirth · 2025Article
- Life-course management of gestational diabetes mellitus: A narrative review.World journal of clinical cases · 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
3 authors at 2 institutions in 1 country.
Funding
Abstract
Attention to precision medicine in type 2 diabetes (T2D) has provided two favored approaches to subclassifying affected individuals and parsing heterogeneity apparent in this condition: phenotype-based and genotype-based. Gestational diabetes mellitus (GDM) shares phenotypic characteristics with T2D. However, unlike T2D, GDM emerges in the setting of profound pregnancy-related physiologic changes in glucose metabolism. T2D and GDM also share common genetic architecture, but there are likely to be unique genetic influences on pregnancy glycemic regulation that contribute to GDM. In this Perspective, we describe efforts to decipher heterogeneity in T2D and detail how we and others are applying approaches developed for T2D to the study of heterogeneity in GDM. Emerging results reveal the potential of phenotype- and genotype-based subclassification of GDM to deliver the promise of precision medicine to the obstetric population.
Indexed as
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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.