Evidence mapPaperPMID 40812508Full record

ArticleAdvances in nutrition (Bethesda, Md.)2025

Examining the Omission of Dietary Quality Data in Glucagon-Like Peptide 1 Clinical Trials: A Scoping Review.

Demsina Babazadeh, Shawna Wyatt, Francene M Steinberg

Abstract readScoping Review
In one paragraph

Article in Advances in nutrition (Bethesda, Md.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Review
  2. Article
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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

3 authors.

Demsina BabazadehDepartment of Nutrition, University of California Davis, Davis, CA, United States.
Shawna WyattDepartment of Nutrition, University of California Davis, Davis, CA, United States.
Francene M SteinbergDepartment of Nutrition, University of California Davis, Davis, CA, United States. Electronic address: fmsteinberg@ucdavis.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Injectable antiobesity medications (AOMs), including liraglutide, semaglutide, and tirzepatide, have demonstrated significant efficacy in promoting weight loss and improving glycemic control. However, the extent to which diet and food intake and related eating behaviors are assessed or reported in clinical trials of these agents remains unclear. This scoping review aimed to evaluate the presence and quality of dietary data, nutritional counseling, and related behavioral measures in randomized controlled trials of subcutaneous AOMs. A systematic literature search was conducted in MEDLINE-PubMed through September 2024, with a gap search completed December 2024. Eligible studies included randomized trials investigating liraglutide, semaglutide, or tirzepatide in humans. Studies were screened and extracted in Covidence, with 129 meeting inclusion criteria. Data extraction included AOM being studied, primary outcome, presence and type of nutritional or physical activity counseling, diet intake assessment and tools used, and eating behavior outcomes. Of 129 included studies, 54 evaluated liraglutide, 43 semaglutide, and 22 tirzepatide. Although 57 trials reported lifestyle modification as part of the intervention, 36 recorded diet quality and food intake. Among the 36 studies that collected dietary data, only 10 reported outcomes and half used single-time point assessments like ad libitum meals or buffets. Seventeen trials assessed food cravings or eating behavior using a variety of assessments. Across trials, there was minimal uniformity in outcome reporting, study duration, or counseling frequency, with most trials lacking detailed reporting on nutritional behavior components. Despite the central role of diet in weight regulation, most clinical trials involving AOMs fail to report meaningful diet quality or food intake data. The heterogeneity and underreporting of lifestyle components limit interpretability and generalizability of outcomes. Greater emphasis on standardizing and reporting dietary and behavioral measures is warranted to understand how AOMs interact with real-world nutrition behaviors and to inform comprehensive obesity care.

Indexed as

Anti-Obesity AgentsDietGlucagon-Like Peptide 1ObesityData AccuracyFeeding BehaviorGlucagon-Like PeptidesHumansLiraglutideRandomized Controlled Trials as TopicSemaglutideTirzepatideAnti-Obesity AgentsGlucagon-Like Peptide 1Glucagon-Like PeptidesLiraglutideSemaglutideTirzepatideclinical trialsdietary qualityscoping reviewsemaglutidetirzepatide

Identifiers

PMID40812508
PMCPMC12592236

What Socratic holds

Texttitle and abstract
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.