ArticleDiabetes2014
Genetic evidence for a normal-weight "metabolically obese" phenotype linking insulin resistance, hypertension, coronary artery disease, and type 2 diabetes.
Article in Diabetes, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 126 papers, 4 of them syntheses that pooled it.
What it found
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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.
Defining Adipose Tissue Lipid Deposition in Normal Weight Individuals With a Genetic Predisposition to Insulin Resistance
The "Metabolically-obese Normal-weight" Phenotype in Two Asian Ethnic Groups and Its Reversal by Calorie Restriction
The Genetics of Adipose Tissue Function and Its Link to Type 2 Diabetes and Heart Disease
Who cites it
126 citing papers in PubMed, 4 syntheses or guidelines pooled it, 224 citations in OpenAlex.
- Machine Learning based histology phenotyping to investigate the epidemiologic and genetic basis of adipocyte morphology and cardiometabolic traits.PLoS computational biology · 2020Pooled it
- Causal associations of insulin resistance with coronary artery disease and ischemic stroke: a Mendelian randomization analysis.BMJ open diabetes research & care · 2020Pooled it
- Pooled it
- Systolic Blood Pressure and Risk of Type 2 Diabetes: A Mendelian Randomization Study.Diabetes · 2017Pooled it
- Genetics of MASLD: a diabetes perspective.Diabetologia · 2026Review
- Human Genetics of Adipose Dysfunction: Genomic Mechanisms and Therapeutic Opportunities in Cardiometabolic Disease.Arteriosclerosis, thrombosis, and vascular biology · 2026Review
- Differential Pathophysiological Drivers of Susceptibility to Type 2 Diabetes and Metabolic Dysfunction-Associated Steatotic Liver Disease: Ethnic Differences in Insulin Dynamics, Whole-Body Fat Metabolism, and Organ-Specific Lipid Deposition.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026Review
- APOE and Cerebral Microbleeds: Insights Into Causal Proteins and Therapeutic Targets.Brain and behavior · 2026Article
- Insulin resistance and incident prediabetes in underweight individuals: a 5-year Chinese cohort study.Diabetology & metabolic syndrome · 2026Article
- Adipose Tissue Circadian Dysregulation Beyond BMI: Implications for Cardiometabolic Risk and Cardiovascular Disease.Life (Basel, Switzerland) · 2026Review
- Genetic subtyping of obesity reveals biological insights into the uncoupling of adiposity from its cardiometabolic comorbidities.Nature medicine · 2025Article
- Genetic underpinnings of the heterogeneous impact of obesity on lipid levels and cardiovascular disease.Genome medicine · 2025Article
- Diabetes mellitus polygenic risk scores: heterogeneity and clinical translation.Nature reviews. Endocrinology · 2025Review
- Modeling the genomic architecture of adiposity and anthropometrics across the lifespan.Nature communications · 2025Article
- Sex hormone-binding globulin and sex-specific association between irritable bowel syndrome and type 2 diabetes: a prospective cohort study.Nutrition journal · 2025Article
- Article
- The Association Between Weight-Adjusted-Waist Index and S-Klotho Levels in Adults: NHANES 2007-2016.Food science & nutrition · 2025Article
- Differences in fat distribution between metabolically unhealthy people with normal weight versus obesity, NHANES 2011-2018.BMJ open diabetes research & care · 2025Article
- Cardiovascular abnormalities already occurred in newly-diagnosed patients with early-onset type 2 diabetes.Cardiovascular diabetology · 2025Article
- Heterogeneous effects of genetic variants and traits associated with fasting insulin on cardiometabolic outcomes.Nature communications · 2025Article
66 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
24 authors at 13 institutions in 5 countries.
Funding
Abstract
The mechanisms that predispose to hypertension, coronary artery disease (CAD), and type 2 diabetes (T2D) in individuals of normal weight are poorly understood. In contrast, in monogenic primary lipodystrophy-a reduction in subcutaneous adipose tissue-it is clear that it is adipose dysfunction that causes severe insulin resistance (IR), hypertension, CAD, and T2D. We aimed to test the hypothesis that common alleles associated with IR also influence the wider clinical and biochemical profile of monogenic IR. We selected 19 common genetic variants associated with fasting insulin-based measures of IR. We used hierarchical clustering and results from genome-wide association studies of eight nondisease outcomes of monogenic IR to group these variants. We analyzed genetic risk scores against disease outcomes, including 12,171 T2D cases, 40,365 CAD cases, and 69,828 individuals with blood pressure measurements. Hierarchical clustering identified 11 variants associated with a metabolic profile consistent with a common, subtle form of lipodystrophy. A genetic risk score consisting of these 11 IR risk alleles was associated with higher triglycerides (β = 0.018; P = 4 × 10(-29)), lower HDL cholesterol (β = -0.020; P = 7 × 10(-37)), greater hepatic steatosis (β = 0.021; P = 3 × 10(-4)), higher alanine transaminase (β = 0.002; P = 3 × 10(-5)), lower sex-hormone-binding globulin (β = -0.010; P = 9 × 10(-13)), and lower adiponectin (β = -0.015; P = 2 × 10(-26)). The same risk alleles were associated with lower BMI (per-allele β = -0.008; P = 7 × 10(-8)) and increased visceral-to-subcutaneous adipose tissue ratio (β = -0.015; P = 6 × 10(-7)). Individuals carrying ≥17 fasting insulin-raising alleles (5.5% population) were slimmer (0.30 kg/m(2)) but at increased risk of T2D (odds ratio [OR] 1.46; per-allele P = 5 × 10(-13)), CAD (OR 1.12; per-allele P = 1 × 10(-5)), and increased blood pressure (systolic and diastolic blood pressure of 1.21 mmHg [per-allele P = 2 × 10(-5)] and 0.67 mmHg [per-allele P = 2 × 10(-4)], respectively) compared with individuals carrying ≤9 risk alleles (5.5% population). Our results provide genetic evidence for a link between the three diseases of the "metabolic syndrome" and point to reduced subcutaneous adiposity as a central mechanism.
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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.