Evidence mapPaperPMID 41220162Full record

ArticleDiabetes, obesity & metabolism2026

Medical events and costs associated with metabolic bariatric surgery among adults with type 2 diabetes: A retrospective, matched cohort study.

Kristina S Boye, Lisa M Neff, Magaly Perez-Nieves, Maureen J Lage, K Karthik Chivukula

Abstract read
In one paragraph

Article in Diabetes, obesity & metabolism, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. 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

5 authors.

Kristina S BoyeGlobal Medical Affairs - Cardiometabolic Health, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana, USA.ORCID 0000-0002-5953-5929
Lisa M NeffGlobal Medical Affairs - Cardiometabolic Health, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana, USA.ORCID 0000-0002-3006-6057
Magaly Perez-NievesGlobal Medical Affairs - Cardiometabolic Health, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana, USA.ORCID 0000-0002-6264-1095
Maureen J LageHealthMetrics Outcomes Research, Madison, Connecticut, USA.ORCID 0000-0003-4961-2027
K Karthik ChivukulaGlobal Medical Affairs - Cardiometabolic Health, Eli Lilly and Company, Indianapolis, Indiana, USA.ORCID 0000-0002-8732-2779

Funding

Eli Lilly and Company
6 · The paper itself

Abstract

aimsThis study examined rates of metabolic/bariatric surgery (MBS) among adults with type 2 diabetes and obesity (T2D + O). The study also compared glucose-lowering medication (GLM) use, costs, comorbidities and medical events for individuals with T2D + O who underwent MBS (cases) to those who did not have MBS (controls). MATERIALS AND

methodsOptum Market Clarity US data were used. Annual rates of MBS were examined for adults with T2D + O. MBS cases were matched 1:1 without replacement to controls based upon patient demographics and baseline body mass index (BMI) and followed for a 3-year post-period. Differences in outcomes were examined between cases and controls.

resultsFrom 2013 through 2022, 0.5% of adults with T2D + O (0.3%, 0.5% and 0.9% for class 1-3 obesity, respectively) underwent MBS. The matched cohort consisted of 5485 cases and 5485 controls. The mean age was 52.9 years (SD = 10.2) and 69.2% were female. Cases, compared with controls, used significantly fewer GLMs, had significantly lower all-cause drug costs, and generally had lower rates of incident comorbidities in the 3-year post-period. MBS was associated with significantly higher all-cause acute care, outpatient and total costs. MBS was also generally associated with higher rates of post-period medical events, such as vitamin D deficiency (56.8%) and endoscopy (41.2%).

conclusionsMBS was performed relatively infrequently in adults with T2D + O. Cases, compared with controls, used fewer GLM, had significantly lower post-period all-cause drug costs, and lower rates of incident comorbidities, but had significantly higher post-period all-cause total medical costs and higher rates of medical events.

Indexed as

Bariatric SurgeryDiabetes Mellitus, Type 2Drug CostsHealth Care CostsObesityAdultAgedCase-Control StudiesComorbidityFemaleHumansMaleMiddle AgedRetrospective StudiesUnited Statesbariatric surgerycostsmatched cohortmedical eventsmetabolic surgeryobesitytype 2 diabetes

Identifiers

PMID41220162
PMCPMC12673424

What Socratic holds

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LicenceCC BY-NC-ND
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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.