ReviewJAMA internal medicine2018
The Carbohydrate-Insulin Model of Obesity: Beyond "Calories In, Calories Out".
Review in JAMA internal medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06416254 (The Effects of a Diet Enriched With Dietary Fibre on Glycaemic Response, Gastrointestinal Tolerability, Satiety, and Microbiome Functionality), which is not on this map. Cited by 239 papers, 9 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.
The Effects of a Diet Enriched With Dietary Fibre on Glycaemic Response, Gastrointestinal Tolerability, Satiety, and Microbiome Functionality (The Fibre Full Study).
Who cites it
239 citing papers in PubMed, 9 syntheses or guidelines pooled it, 417 citations in OpenAlex.
- Pooled it
- Effects of Zinc Supplementation on Anthropometric Indices and Adipokines in Adults: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.Biological trace element research · 2026Pooled it
- Effects of carbohydrate-modified diets on insulin sensitivity in children and adolescents with overweight/obesity: a systematic review and meta-analysis of randomized controlled trials.BMC endocrine disorders · 2026Pooled it
- Ultra-processed food consumption and the risk of overweight and obesity in adolescents: A systematic review and meta-analysis.PloS one · 2026Pooled it
- Effects of carbohydrate-restricted diets and macronutrient replacements on cardiovascular health and body composition in adults: a meta-analysis of randomized trials.The American journal of clinical nutrition · 2025Pooled it
- Pooled it
- Effect of carbohydrate restriction on body weight in overweight and obese adults: a systematic review and dose-response meta-analysis of 110 randomized controlled trials.Frontiers in nutrition · 2023Pooled it
- The Relationship between Modern Fad Diets and Kidney Stone Disease: A Systematic Review of Literature.Nutrients · 2021Pooled it
- Do Lower-Carbohydrate Diets Increase Total Energy Expenditure? An Updated and Reanalyzed Meta-Analysis of 29 Controlled-Feeding Studies.The Journal of nutrition · 2021Pooled it
- Effect of a walnut-based low carbohydrate diet on fat redistribution and visceral fat accumulation in people with central obesity: A randomized controlled trial.Asia Pacific journal of clinical nutrition · 2026Trial
- Machine Learning-Based Prediction of Comprehensive Lipid Response to Dietary Interventions in Overweight and Obese Women.Nutrients · 2026Trial
- Adaptive Thermogenesis After Hypocaloric Low-Carbohydrate Versus Low-Fat Diets in African American Women: A Secondary Analysis.Obesity (Silver Spring, Md.) · 2025Trial
- Insulin resistance mediate the association between leucine intake, dietary glycemic index, and type 2 diabetes in secondary cardiovascular prevention: path analysis from Brazilian cardioprotective nutritional (BALANCE) program.European journal of nutrition · 2025Trial
- Progressive Weight Loss-Induced Remission of Insulin Resistance/Hyperinsulinemia and Improvements in Cardiovascular Risk Factors.Diabetes, metabolic syndrome and obesity : targets and therapy · 2025Trial
- Rapid benefits in older age from transition to whole food diet regardless of protein source or fat to carbohydrate ratio: Arandomised control trial.Aging cell · 2024Trial
- Trial
- Association between insulin sensitivity and lean mass loss during weight loss.Obesity (Silver Spring, Md.) · 2024Trial
- Examining the oleoylethanolamide supplement effects on glycemic status, oxidative stress, inflammation, and anti-mullerian hormone in polycystic ovary syndrome.Journal of ovarian research · 2024Trial
- Trial
- Impact of a Low-Insulin-Stimulating Bread on Weight Development-A Real Life Randomised Controlled Trial.Nutrients · 2023Trial
179 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
2 authors at 2 institutions in 1 country.
Funding
Abstract
Despite intensive research, the causes of the obesity epidemic remain incompletely understood and conventional calorie-restricted diets continue to lack long-term efficacy. According to the carbohydrate-insulin model (CIM) of obesity, recent increases in the consumption of processed, high-glycemic-load carbohydrates produce hormonal changes that promote calorie deposition in adipose tissue, exacerbate hunger, and lower energy expenditure. Basic and genetic research provides mechanistic evidence in support of the CIM. In animals, dietary composition has been clearly demonstrated to affect metabolism and body composition, independently of calorie intake, consistent with CIM predictions. Meta-analyses of behavioral trials report greater weight loss with reduced-glycemic load vs low-fat diets, though these studies characteristically suffer from poor long-term compliance. Feeding studies have lacked the rigor and duration to test the CIM, but the longest such studies tend to show metabolic advantages for low-glycemic load vs low-fat diets. Beyond the type and amount of carbohydrate consumed, the CIM provides a conceptual framework for understanding how many dietary and nondietary exposures might alter hormones, metabolism, and adipocyte biology in ways that could predispose to obesity. Pending definitive studies, the principles of a low-glycemic load diet offer a practical alternative to the conventional focus on dietary fat and calorie restriction.
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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.