ArticleJAMA2012
Dysfunctional adiposity and the risk of prediabetes and type 2 diabetes in obese adults.
Article in JAMA, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 331 papers, 16 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.
Visceral Adiposity and Diabetes: Translating Form to Function Using Imaging
Open the trial in the graphImpact of Liraglutide 3.0 on Body Fat Distribution, Visceral Adiposity, and Cardiometabolic Risk Markers In Overweight and Obese Adults at High Risk for Cardiovascular Disease
Who cites it
331 citing papers in PubMed, 16 syntheses or guidelines pooled it, 646 citations in OpenAlex.
- Roux-en-Y Gastric Bypass versus Sleeve Gastrectomy for Cardiometabolic Outcomes: A Systematic Review and Meta-analysis of Randomized Controlled Trials.Obesity surgery · 2026Pooled it
- miRNAs as potential biomarkers for early detection of prediabetes among obesity: a systematic review.Bioscience reports · 2025Pooled it
- Unraveling the role of muscle mass and strength in predicting type 2 diabetes risk: a systematic review.Acta diabetologica · 2025Pooled it
- The effects of probiotic supplementation on cardiometabolic health in patients with prediabetes: a systematic review, meta-analysis, and GRADE assessment.Frontiers in nutrition · 2025Pooled it
- Visceral fat area as a prognostic biomarker in gastric cancer: a systematic review and meta-analysis of survival outcomes.Frontiers in oncology · 2025Pooled it
- Visceral Adipose Tissue Depth as a Novel Predictor for Gestational Diabetes Mellitus: A Comprehensive Meta-Analysis and Systematic Review.Medicina (Kaunas, Lithuania) · 2024Pooled it
- Dietary strategies in non-alcoholic fatty liver disease patients: From evidence to daily clinical practice, a systematic review.United European gastroenterology journal · 2023Pooled it
- Glucagon-like peptide-1 receptor-agonists treatment for cardio-metabolic parameters in schizophrenia patients: a systematic review and meta-analysis.Frontiers in psychiatry · 2023Pooled it
- Effectiveness of Resistance Exercise on Inflammatory Biomarkers in Patients with Type 2 Diabetes Mellitus: A Systematic Review with Meta-Analysis.Diabetes & metabolism journal · 2023Pooled it
- Association between visceral adiposity index and risk of prediabetes: A meta-analysis of observational studies.Journal of diabetes investigation · 2022Pooled it
- Association of body composition in early pregnancy with gestational diabetes mellitus: A meta-analysis.PloS one · 2022Pooled it
- Impact of CPAP treatment for obstructive sleep apnea on visceral adipose tissue: a meta-analysis of randomized controlled trials.Sleep & breathing = Schlaf & Atmung · 2021Pooled it
- Temporal Associations Among Body Mass Index, Fasting Insulin, and Systemic Inflammation: A Systematic Review and Meta-analysis.JAMA network open · 2021Pooled it
- High BMI and Insulin Resistance Are Risk Factors for Spontaneous Abortion in Patients With Polycystic Ovary Syndrome Undergoing Assisted Reproductive Treatment: A Systematic Review and Meta-Analysis.Frontiers in endocrinology · 2020Pooled it
- The Association between Body Composition using Dual energy X-ray Absorptiometry and Type-2 Diabetes: A Systematic Review and Meta-Analysis of Observational studies.Scientific reports · 2019Pooled it
- Effect of Exercise and Pharmacological Interventions on Visceral Adiposity: A Systematic Review and Meta-analysis of Long-term Randomized Controlled Trials.Mayo Clinic proceedings · 2019Pooled it
- Lifestyle intervention reduces type 2 diabetes incidence among young women with previous gestational diabetes: A randomized controlled trial.Chinese medical journal · 2026Trial
- Effect of the glucagon-like peptide-1 receptor agonist liraglutide, compared to caloric restriction, on appetite, dietary intake, body fat distribution and cardiometabolic biomarkers: A randomized trial in adults with obesity and prediabetes.Diabetes, obesity & metabolism · 2023Trial
- The effect of high-polyphenol Mediterranean diet on visceral adiposity: the DIRECT PLUS randomized controlled trial.BMC medicine · 2022Trial
- Factors associated with baseline and serial changes in circulating NT-proBNP and high-sensitivity cardiac troponin T in a population-based cohort (Dallas Heart Study).Biomarkers in medicine · 2021Trial
271 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
Abstract
contextThe risk of type 2 diabetes mellitus is heterogeneous among obese individuals. Factors that discriminate prediabetes or diabetes risk within this population have not been well characterized. A dysfunctional adiposity phenotype, characterized by excess visceral fat and insulin resistance, may contribute to diabetes development in those with obesity.
objectiveTo investigate associations between adiposity phenotypes and risk for incident prediabetes and diabetes in a multiethnic, population-based cohort of obese adults. DESIGN, SETTING, AND
participantsAmong 732 obese participants (body mass index ≥30) aged 30 to 65 years without diabetes or cardiovascular disease enrolled between 2000 and 2002 in the Dallas Heart Study, we measured body composition by dual energy x-ray absorptiometry and magnetic resonance imaging (MRI); circulating adipokines and biomarkers of insulin resistance, dyslipidemia, and inflammation; and subclinical atherosclerosis and cardiac structure and function by computed tomography and MRI.
main outcome measuresIncidence of diabetes through a median 7.0 years (interquartile range, 6.6-7.6) of follow-up. In a subgroup of 512 participants with normal fasting glucose values at baseline, incidence of the composite of prediabetes or diabetes was determined.
resultsOf the 732 participants (mean age, 43 years; 65% women; 71% nonwhite), 84 (11.5%) developed diabetes. In multivariable analysis, higher baseline visceral fat mass (odds ratio [OR] per 1 SD [1.4 kg], 2.4; 95% CI, 1.6-3.7), fructosamine level (OR per 1 SD [1.1 μmol/L], 2.0; 95% CI, 1.4-2.7), fasting glucose level (OR per 1 SD [1.1 μmol/L], 1.9; 95% CI, 1.4-2.6), family history of diabetes (OR, 2.3; 95% CI, 1.3-4.3), systolic blood pressure (OR per 10 mm Hg, 1.3; 95% CI, 1.1-1.5), and weight gain over follow-up (OR per 1 kg, 1.06; 95% CI, 1.02-1.10) were independently associated with diabetes, with no associations observed for body mass index, total body fat, or abdominal subcutaneous fat. Among the 512 participants with normal baseline glucose values, the composite outcome of prediabetes or diabetes occurred in 39.1% and was independently associated with baseline measurements of visceral fat mass; levels of fasting glucose, insulin, and fructosamine; older age; nonwhite race; family history of diabetes; and weight gain over follow-up (P < .05 for each) but not with measurements of general adiposity.
conclusionExcess visceral fat and insulin resistance, but not general adiposity, were independently associated with incident prediabetes and type 2 diabetes mellitus in obese adults.
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What Socratic 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 Socratic graph.