ArticleNature medicine2021
Pathophysiology-based subphenotyping of individuals at elevated risk for type 2 diabetes.
Article in Nature medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 218 papers, 3 of them syntheses 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
218 citing papers in PubMed, 3 syntheses or guidelines pooled it, 359 citations in OpenAlex.
- Surrogate measures of first-phase insulin secretion versus reference methods intravenous glucose tolerance test and hyperglycemic clamp: a systematic review and meta-analyses.BMJ open diabetes research & care · 2024Pooled it
- EASL-EASD-EASO Clinical Practice Guidelines on the Management of Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD).Obesity facts · 2024Guideline
- Risk prediction models for incident type 2 diabetes in Chinese people with intermediate hyperglycemia: a systematic literature review and external validation study.Cardiovascular diabetology · 2022Pooled it
- Prediabetes Subgroups, Type 2 Diabetes Risk, and Differential Effects of Preventive Interventions.The Journal of clinical endocrinology and metabolism · 2025 · on this mapTrial
- Gut microbiome predicts personalized responses to dietary fiber in prediabetes: a randomized, open-label trial.Nature communications · 2025Trial
- Body Composition Differentiates Prediabetes Phenotype Clusters in the Diabetes Prevention Program Study.The Journal of clinical endocrinology and metabolism · 2025Trial
- Baseline Characteristics of Weight-Loss Success in a Personalized Nutrition Intervention: A Secondary Analysis.Nutrients · 2025Trial
- Calanus Oil and Lifestyle Interventions Improve Glucose Homeostasis in Obese Subjects with Insulin Resistance.Marine drugs · 2025Trial
- Effect of broccoli sprout extract and baseline gut microbiota on fasting blood glucose in prediabetes: a randomized, placebo-controlled trial.Nature microbiology · 2025Trial
- Determinants of increased muscle insulin sensitivity of exercise-trained versus sedentary normal weight and overweight individuals.Science advances · 2025Trial
- Impact of obesity and type 2 diabetes on muscle power, quality, and force-velocity, and their relation to functional capacity.Journal of diabetes and metabolic disorders · 2026Article
- Data-Driven Clustering of Secretory Bone and Inflammatory Markers to Subphenotype Patients Undergoing Hemodialysis.Kidney international reports · 2026Article
- Metabolomics-Defined Subtypes of Prediabetes and Risk of Cardiovascular-Kidney-Metabolic Outcomes.Diabetes · 2026Article
- Prediabetes Subtypes with Divergent Iron Metabolism Profiles: A Cluster Analysis from Two Cohorts in the United States and China.Biological trace element research · 2026Article
- Unhealthy fat distribution as a sex-specific predictor of declining hippocampus insulin sensitivity.Diabetologia · 2026Article
- Type 2 diabetes subtypes for precision medicine: methodological challenges and alternative prediction-based approaches.Diabetologia · 2026Review
- Prediabetes Subtypes with Divergent Iron Metabolism Profiles: A Cluster Analysis from Two Cohorts in the United States and China.Biological trace element research · 2026Article
- Insulin resistance in the 21st century: new takes on an old problem-2025 Diabetes, Diabetes Care, and Diabetologia Expert Forum.Diabetologia · 2026Review
- Cardiovascular-Kidney-Metabolic Syndrome and Its Hepatic Dimension: A Narrative Review.Medicina (Kaunas, Lithuania) · 2026Review
- Subtypes of pre-diabetes in rural adolescent girls from India (DERVAN-11).BMJ open diabetes research & care · 2026Article
158 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
12 authors at 4 institutions in 4 countries.
Funding
Abstract
The state of intermediate hyperglycemia is indicative of elevated risk of developing type 2 diabetes
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.