Evidence map›Paper›PMID 42159196›Full record

ArticleObesity (Silver Spring, Md.)2026

Prevalence of Pre-Clinical Obesity Among US Adults Receiving Medical and Surgical Obesity Treatment.

Jason M Samuels, Emma Holler, Matthew D Spann, C Joe Northup, Tarik K Yuce

Abstract read
In one paragraph

Article in Obesity (Silver Spring, Md.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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.

Jason M SamuelsDepartment of General Surgery, Section of Surgical Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0001-5427-3117
Emma HollerSurgical Outcomes and Quality Improvement Center (SOQIC), Department of Surgery, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Matthew D SpannDepartment of General Surgery, Section of Surgical Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
C Joe NorthupDepartment of General Surgery, Section of Surgical Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Tarik K YuceSurgical Outcomes and Quality Improvement Center (SOQIC), Department of Surgery, Indiana University School of Medicine, Indianapolis, Indiana, USA.

Funding

CTSA K12 Program at Indiana UniversityK12TR004415 · NCATS · INDIANA UNIVERSITY INDIANAPOLIS · PI SAMIR KUMAR GUPTA · 2023 to 2026
$3.4M
Use of Adjuvant Anti-Obesity Medication to Enhance Surgical Weight LossK23DK143312 · NIDDK · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Jason Samuels · 2025 to 2026
$355k
NCATS NIH HHS K12TR004415NIDDK NIH HHS K23DK143312
6 · The paper itself

Abstract

objectiveWe sought to determine how the proportion of adults historically receiving obesity interventions would be classified under the recently proposed "pre-clinical" and "clinical" obesity classifications and the impact of this change on safety and outcomes.

methodsA retrospective analysis of adults with BMI ≥ 35 who received bariatric surgery (BS) or antiobesity medications (AOMs) between 2017 and 2023 was conducted using the Merative MarketScan database. Patients had ≥ 6-month continuous enrollment before treatment. Clinical obesity was defined as presence of ≥ 1 obesity-related condition and pre-clinical obesity defined as absence of such. Treatment-related complications were identified within 90 days of treatment initiation. Multivariable logistic regression was used to compare the odds of treatment-related complications by obesity classification.

resultsA total of 120,499 individuals (46.1%) underwent BS and 140,909 (53.9%) received AOMs. Among BS patients, 12.7% (n = 15,334) had pre-clinical obesity. Of AOM users, 38.1% (n = 53,633) had pre-clinical obesity. Clinical obesity patients were older with a higher comorbidity burden compared to pre-clinical obesity. Clinical obesity was associated with higher odds of post-treatment complications (AOM: aOR 1.10, BS: aOR 1.39, both p < 0.001).

conclusionsThis novel framework would reclassify a significant proportion of patients as having pre-clinical obesity. Use of these definitions to determine treatment eligibility could potentially delay intervention and shift care to older, sicker populations.

Indexed as

Anti-Obesity AgentsBariatric SurgeryObesityAdultBody Mass IndexComorbidityFemaleHumansLogistic ModelsMaleMiddle AgedPrevalenceRetrospective StudiesUnited StatesAnti-Obesity Agentsbariatric surgeryclinical obesitylancet commissionobesity medicationspre‐clinical obesity

Identifiers

PMID42159196
PMCPMC13306137

What Socratic holds

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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.