Evidence map›Paper›PMID 37007741›Full record

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.

Lizeth Cifuentes, Wissam Ghusn, Fauzi Feris, Alejandro Campos, Daniel Sacoto, Alan De la Rosa, Alison McRae, Thom Rieck, Sara Mansfield, Jason Ewoldt and 8 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed, 2 pooled it
9.1field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

NCT04073394 nacompletednot on this map

"Mayo Clinic Diet" Individualized Lifestyle Intervention for Obesity Management Based on Obesity Phenotypes (PHENO-Diet Trial)

TypeinterventionalSponsorMayo ClinicRan2020 to 2022Enrolled215ConditionsObesityArmsStandard Lifestyle Intervention, Modified Lifestyle Intervention
3 · Its place in the literature

Who cites it

45 citing papers in PubMed, 2 syntheses or guidelines pooled it, 52 citations in OpenAlex.

  1. 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 · 2026
    Pooled it
  2. Pooled it
  3. Article
  4. Article
  5. Article
  6. 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 · 2026
    Review
  7. Article
  8. Review
  9. Review
  10. Review
  11. Article
  12. Exploring obesity phenotypes: a longitudinal perspective.Reviews in endocrine & metabolic disorders · 2025
    Review
  13. Review
  14. Review
  15. Precision Medicine for Obesity Treatment.Journal of the Endocrine Society · 2025
    Review
  16. Article
  17. Article
  18. Article
  19. Review
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

18 authors at 1 institution in 1 country.

Lizeth CifuentesPrecision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Wissam GhusnPrecision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Fauzi FerisPrecision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Alejandro CamposPrecision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Daniel SacotoPrecision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Alan De la RosaPrecision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Alison McRaePrecision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Thom RieckDan Abraham Healthy Living Center, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Sara MansfieldDan Abraham Healthy Living Center, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Jason EwoldtDan Abraham Healthy Living Center, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Jamie FriendDan Abraham Healthy Living Center, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Karen GrotheDivision of Endocrinology, Diabetes, Metabolism, and Nutrition; Department of Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Ryan J LennonDepartment of Quantitative Health Sciences, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Maria D HurtadoPrecision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Matthew M ClarkPrecision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Michael CamilleriPrecision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Donald D HensrudPrecision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Andres AcostaPrecision Medicine for Obesity Program, Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic and Mayo Foundation, Rochester, MN, USA.
Mayo Clinic · US

Funding

VANDERBILT UNIVERSITY CTSA FOR PEDIATRIC RESEARCHUL1RR024975 · NCRR · VANDERBILT UNIVERSITY · PI BERNARD, GORDON RAPHAEL · 2007 to 2011
$45.7M
Mayo Clinic Center for Translational Science ActivitiesUL1TR000135 · NCATS · MAYO CLINIC ROCHESTER · PI KHOSLA, SUNDEEP · 2012 to 2015
$41.2M
YOHIMBINE AS A MODEL OF ORTHOSTATIC INTOLERANCEM01RR000095 · NCRR · VANDERBILT UNIVERSITY · PI BIAGGIONI, ITALO · 1985 to 2008
$38.3M
SUPPLEMENT FOR RENOVATION OF ANIMAL FACILITIES AT INSTITUTE OF NEUROBIOLOGYG12RR003051 · NCRR · UNIVERSITY OF PUERTO RICO MED SCIENCES · PI RODRIGUEZ, RAMONA · 1986 to 2011
$28.1M
ZONISMIDE IN THE TREATMENT OF SEIZURES IN PATIENTSM01RR000058 · NCRR · MEDICAL COLLEGE OF WISCONSIN · PI BAJAJ, JASMOHAN S · 1985 to 2006
$19.9M
Mechanisms of Enteroendocrine L-Cell Dysfunction and Bile Adaptations to Weight LossK23DK114460 · NIDDK · MAYO CLINIC ROCHESTER · PI ACOSTA, ANDRES J · 2018 to 2022
$980k
NCATS NIH HHS UL1 TR000135NCRR NIH HHS G12 RR003051NCRR NIH HHS M01 RR000058NCRR NIH HHS M01 RR000095NCRR NIH HHS UL1 RR024975NIDDK NIH HHS K23 DK114460
6 · The paper itself

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).

Indexed as

Lifestyle interventionsObesity phenotypesWeight loss diet

Identifiers

PMID37007741
PMCPMC10050763
OpenAlexW4360821321

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.