Evidence map›Paper›PMID 42124020›Full record

Observational studyNutrients2026

Toward Precision Obesity Pharmacotherapy: Using the Eating Behavior Phenotype Scale (EFCA) in Real-World Clinical Practice.

Ronaldo José Pineda-Wieselberg, Andressa Heimbecher Soares, Thiago Fraga Napoli, Nilza Maria Scalissi, João Eduardo Nunes Salles

Abstract readObservational Study
In one paragraph

Observational study in Nutrients, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Ronaldo José Pineda-WieselbergDiscipline of Endocrinology, Santa Casa de Misericórdia de São Paulo, São Paulo 01221-020, Brazil.ORCID 0000-0001-7582-5179
Andressa Heimbecher SoaresDiscipline of Endocrinology, Santa Casa de Misericórdia de São Paulo, São Paulo 01221-020, Brazil.
Thiago Fraga NapoliDiscipline of Endocrinology, Santa Casa de Misericórdia de São Paulo, São Paulo 01221-020, Brazil.ORCID 0009-0007-6233-3408
Nilza Maria ScalissiDiscipline of Endocrinology, Santa Casa de Misericórdia de São Paulo, São Paulo 01221-020, Brazil.
João Eduardo Nunes SallesDiscipline of Endocrinology, Santa Casa de Misericórdia de São Paulo, São Paulo 01221-020, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundObesity is a heterogeneous chronic disease in which eating behavior phenotypes may influence treatment response. Yet, anti-obesity medication (AOM) selection is still largely guided by anthropometric and metabolic parameters, with limited use of behavioral phenotyping in routine practice. We evaluated whether multidimensional eating behavior changes, measured by the Brazilian Eating Behavior Phenotype Scale (

methodsWe conducted a retrospective, observational, real-world study in obesity outpatient care settings in São Paulo, Brazil. Adults with obesity (18-65 years) treated with a single principal AOM for 6 months and paired baseline/6-month follow-up EFCA and anthropometric data were included. Analyses focused on early responders (≥5% total body weight loss at 3 months). Five AOM groups available in Brazil were analyzed: semaglutide (oral or subcutaneous), naltrexone/bupropion, sibutramine, topiramate, and tirzepatide. Outcomes included percent weight loss, EFCA total score, and five EFCA subscales (hedonic, emotional, compulsive, hyperphagic, disorganized). Within-medication behavioral changes were assessed using paired tests and standardized effect sizes (Cohen's dz, 95% CI), summarized in heatmap form.

resultsThe analytical cohort comprised 66 early responders with paired EFCA assessments at baseline and 6 months. EFCA profiling revealed distinct behavioral response fingerprints across AOMs. Effect size mapping showed predominantly large behavioral effects (many dz ≥ 0.8) in hedonic, emotional, hyperphagic, and compulsive domains. Strongest signals included emotional eating reductions with naltrexone/bupropion (dz 2.04), tirzepatide (dz 1.77), semaglutide (dz 1.52), and topiramate (dz 1.54); hedonic reductions with tirzepatide (dz 2.06), semaglutide (dz 1.55), and naltrexone/bupropion (dz 1.52); hyperphagic reductions with tirzepatide (dz 1.50) and semaglutide (dz 1.34); and compulsive reductions with topiramate (dz 1.41) and consistent effects across tirzepatide, semaglutide, and sibutramine (≈dz 0.95-0.96). Disorganized eating showed heterogeneous/attenuated responsiveness, from near-null with tirzepatide (dz 0.03) to large but imprecise effects in smaller groups (e.g., topiramate dz 1.24, wide CI).

conclusionsIn this responder-enriched real-world cohort, AOMs showed distinct and reproducible EFCA behavioral signatures, supporting a clinically actionable phenotype-informed framework to prioritize, sequence, and monitor obesity pharmacotherapy beyond nonspecific weight reduction, while highlighting disorganization as a potential target for adjunctive behavioral strategies.

Indexed as

Anti-Obesity AgentsFeeding BehaviorObesityPrecision MedicineAdolescentAdultAgedBrazilBupropionCyclobutanesFemaleFructoseHumansMaleMiddle AgedNaltrexoneAnti-Obesity AgentsBupropionCyclobutanesFructoseNaltrexoneSemaglutidesibutramineTirzepatideTopiramateanti-obesity medicationsbehavioral scalesobesityobesity phenotypesprecision medicine

Identifiers

PMID42124020
PMCPMC13165399

What Socratic holds

Texttitle and abstract
LicenceCC BY
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Registered trials

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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 Socratic graph.