ReviewThe American journal of clinical nutrition2022
The energy balance model of obesity: beyond calories in, calories out.
Review in The American journal of clinical nutrition, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 151 papers, 8 of them syntheses that pooled it.
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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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
151 citing papers in PubMed, 8 syntheses or guidelines pooled it.
- Pooled it
- Intervention Effects of Recreational Football on Obesity-Related Health Outcomes: A Systematic Review and Meta-Analysis.Journal of sports science & medicine · 2026Pooled it
- A systematic review and meta-analysis of the efficacy and safety of pharmacological treatments for obesity in adults.Nature medicine · 2025 · on this mapPooled it
- Clusters of 24-hour movement behavior and diet and their relationship with health indicators among youth: a systematic review.BMC public health · 2024Pooled it
- The role of serotonin hormone on weight loss maintenance after sleeve gastrectomy: a systematic review.Journal of medicine and life · 2024Pooled it
- Pooled it
- Exploring the Therapeutic Potential of Targeting GH and IGF-1 in the Management of Obesity: Insights from the Interplay between These Hormones and Metabolism.International journal of molecular sciences · 2023Pooled 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
- Comprehensive Intervention to Promote Healthy Lifestyles and Prevent Cardiometabolic Diseases in Low-Income School Children From Mexico: Protocol for the ESCOLARISANO Randomized Controlled Trial.JMIR research protocols · 2026Trial
- A crucial role for novel miR-12137-3p in supporting weight gain in treatment naïve HIV-infected patients on antiretroviral therapies.Journal of translational medicine · 2026Trial
- Association of meal timing with body composition and cardiometabolic risk factors in young adults.European journal of nutrition · 2023Trial
- Effects of a Web-Based Lifestyle Intervention on Weight Loss and Cardiometabolic Risk Factors in Adults With Overweight and Obesity: Randomized Controlled Clinical Trial.Journal of medical Internet research · 2023Trial
- Host-diet-gut microbiome interactions influence human energy balance: a randomized clinical trial.Nature communications · 2023Trial
- Body Fat Reduction Effect ofNutrients · 2022Trial
- Effect of a Personalized Diet to Reduce Postprandial Glycemic Response vs a Low-fat Diet on Weight Loss in Adults With Abnormal Glucose Metabolism and Obesity: A Randomized Clinical Trial.JAMA network open · 2022 · on this mapTrial
- Labels Affect Food Choices, but in What Ways?Nutrients · 2022Trial
- Randomized Controlled Trial of Effects of Behavioral Weight Loss Treatment on Food Cue Reactivity.Nursing researchTrial
- Gut microbiome and metabolic health: mechanisms and precision interventions.Gut microbes · 2026Review
- Protein Decoys, Alcohol, and Energy Intake: Testing a Mechanistic-Ecological Model.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026Review
- Behavioral Factors Associated With ≥ 15% Versus < 5% Weight Loss in Adults With Severe Obesity: A Retrospective Clinical Study.Obesity science & practice · 2026Article
91 more citing papers are in PubMed but not listed here.
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Authors and funding
12 authors.
Funding
Abstract
A recent Perspective article described the "carbohydrate-insulin model (CIM)" of obesity, asserting that it "better reflects knowledge on the biology of weight control" as compared with what was described as the "dominant energy balance model (EBM)," which fails to consider "biological mechanisms that promote weight gain." Unfortunately, the Perspective conflated and confused the principle of energy balance, a law of physics that is agnostic as to obesity mechanisms, with the EBM as a theoretical model of obesity that is firmly based on biology. In doing so, the authors presented a false choice between the CIM and a caricature of the EBM that does not reflect modern obesity science. Here, we present a more accurate description of the EBM where the brain is the primary organ responsible for body weight regulation operating mainly below our conscious awareness via complex endocrine, metabolic, and nervous system signals to control food intake in response to the body's dynamic energy needs as well as environmental influences. We also describe the recent history of the CIM and show how the latest "most comprehensive formulation" abandons a formerly central feature that required fat accumulation in adipose tissue to be the primary driver of positive energy balance. As such, the new CIM can be considered a special case of the more comprehensive EBM but with a narrower focus on diets high in glycemic load as the primary factor responsible for common obesity. We review data from a wide variety of studies that address the validity of each model and demonstrate that the EBM is a more robust theory of obesity than the CIM.
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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.