ArticleEClinicalMedicine2023
Phenotype tailored lifestyle intervention on weight loss and cardiometabolic risk factors in adults with obesity: a single-centre, non-randomised, proof-of-concept study.
Article in EClinicalMedicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04073394 ("Mayo Clinic Diet" Individualized Lifestyle Intervention for Obesity Management Based on Obesity Phenotypes), which is not on this map. Cited by 45 papers, 2 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.
"Mayo Clinic Diet" Individualized Lifestyle Intervention for Obesity Management Based on Obesity Phenotypes (PHENO-Diet Trial)
Who cites it
45 citing papers in PubMed, 2 syntheses or guidelines pooled it, 52 citations in OpenAlex.
- Impacts of Lifestyle and Microbiota-Targeted Interventions for Overweight and Obesity on the Human Gut Microbiome: A Systematic Review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026Pooled it
- Individual participant data meta-analysis of eating behaviour traits as effect modifiers in acceptance and commitment therapy-based weight management interventions.International journal of obesity (2005) · 2025Pooled it
- Agreement between people with obesity and their treating physicians on behavioral and psychological phenotypes in real-world obesity care.Obesity pillars · 2026Article
- Phenotype tailored lifestyle intervention for weight management in individuals with emotional eating: A secondary analysis of the PHENO-Diet trial.Obesity pillars · 2026Article
- A Pragmatic Outpatient Framework for Appetite-Related Phenotyping in Obesity.Obesity science & practice · 2026Article
- Multidisciplinary Therapy to Target Obesity and Its Complications in Adult Population: A Narrative Review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026Review
- Unsupervised Clinical Phenotyping Identifies Distinct Risk Profiles in Incisional Hernia Repair.Medicina (Kaunas, Lithuania) · 2026Article
- Obesity and Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD): A Literature Review on Pathophysiology and Treatment.Diabetes, obesity & metabolism · 2026Review
- Lifestyle modification in atrial fibrillation: Mechanisms, phenotypes and ablation outcomes.Experimental physiology · 2026Review
- Obesity Phenotyping in Children and Adolescents: Next Steps Towards Precision Medicine in Pediatric Obesity.Nutrients · 2026Review
- Integrating patient-reported weight gain cause narratives into personalized obesity management: a data-driven approach with natural language processing and machine learning.Frontiers in nutrition · 2026Article
- Exploring obesity phenotypes: a longitudinal perspective.Reviews in endocrine & metabolic disorders · 2025Review
- Precision Prevention, Diagnostics, and Treatment of Obesity: Pipedream or Reality?Obesity (Silver Spring, Md.) · 2025Review
- Emotional Eating and Obesity: An Update and New Insights.Current obesity reports · 2025Review
- Precision Medicine for Obesity Treatment.Journal of the Endocrine Society · 2025Review
- Deep Phenotyping of Obesity: Electronic Health Record-Based Temporal Modeling Study.Journal of medical Internet research · 2025Article
- From Overweight to Severe Obesity: Physical Activity and Behavioural Profiles in a Large Clinical Cohort.Journal of functional morphology and kinesiology · 2025Article
- Non-random aggregations of healthy and unhealthy lifestyles and their population characteristics - pattern recognition in a large population-based cohort.Archives of public health = Archives belges de sante publique · 2025Article
- Emerging Trends in Endoscopic Bariatric Therapies: Personalization Through Genomics and Synergistic Pharmacotherapy.Journal of clinical medicine · 2025Review
- Nutrition and Aging Biology: Summary of a Research Centers Collaborative Network Workshop and Research Needs.Current developments in nutrition · 2025Article
Corrections and comments
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Authors and funding
18 authors at 1 institution in 1 country.
Funding
Abstract
Background: Lifestyle interventions for weight loss are currently not individualised to underlying pathophysiology and behavioral traits in obesity. We aim to compare the outcome of a standard lifestyle intervention (SLI) to phenotype-tailored lifestyle interventions (PLI) on weight loss, cardiometabolic risk factors and physiologic variables contributing to obesity. Methods: This 12-week, single-centre non-randomised proof-of-concept clinical trial including men and women aged 18-65 years with a body mass index (BMI) greater than 30 without history of any bariatric procedure, and current use of any medication known to affect weight. Participants lived anywhere in the United States, and underwent in-person testing in Rochester, MN at a teaching hospital. All participants completed in-person phenotype testing at baseline and after 12 weeks. Participants were assigned to their intervention based on their period of enrollment. In the first phase, participants were assigned to SLI with a low-calorie diet (LCD), moderate physical activity, and weekly behavioral therapy sessions. In the second phase, other participants were assigned to PLI according to phenotype: abnormal satiation (time-restricted volumetric LCD); abnormal postprandial satiety (LCD with pre-meal protein supplementation); emotional eating (LCD with intensive behavioral therapy); and abnormal resting energy expenditure (LCD with post-workout protein supplementation and high-intensity interval training). The primary outcome was total body weight loss in kg at 12 weeks using multiple imputation for missing data. Linear models estimated the association of study group allocation and study endpoints adjusting for age, sex, and baseline weight. This study was registered with ClinicalTrials.gov, NCT04073394. Findings: Between July 2020 and August 2021, 211 participants were screened, and 165 were assigned to one of the two treatments in the two phases: 81 SLI (mean [SD] age 42.9 [12] years; 79% women; BMI 38.0 [6.0]) and 84 PLI (age 44.8 [12.2] years; 83% women; BMI 38.7 [6.9]); 146 completed the 12-week programs. The weight loss was -7.4 kg (95%CI, -8.8, -6.0) with PLI vs. -4.3 kg (95%CI, -5.8, -2.7) with SLI (difference, -3.1 kg [95%CI, -5.1 to -1.1]; P = 0.004). No adverse events were reported in any group. Interpretation: Phenotype-tailored lifestyle interventions may result in significant weight loss, but a randomised controlled trial is required to confirm causality. Funding: Mayo Clinic; NIH (K23-DK114460).
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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.