Evidence map›Paper›PMID 42259626›Full record

ArticleDiabetes, obesity & metabolism2026

Investigating the Incremental Cost and Utilization Burden of Obstructive Sleep Apnea in Overweight to Severely Obese Patients.

Hyung Seok John Kim, Tien Hoang Tran, Christopher N Schmickl, Julia F Slejko

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.

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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

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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

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5 · Who and what money

Authors and funding

4 authors.

Hyung Seok John KimDepartment of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore, Baltimore, Maryland, USA.ORCID 0009-0009-3194-4016
Tien Hoang TranDepartment of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore, Baltimore, Maryland, USA.ORCID 0000-0002-6958-7466
Christopher N SchmicklUniversity of California San Diego, San Diego, California, USA.
Julia F SlejkoDepartment of Practice, Sciences, and Health Outcomes Research, University of Maryland Baltimore, Baltimore, Maryland, USA.

Funding

Acetazolamide to Improve Clinically Important Outcomes in Obstructive Sleep Apnea Patients with a High Loop Gain EndotypeK23HL161336 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Christopher Nikolaus Schmickl · 2022 to 2026
$863k
NHLBI NIH HHS K23 HL161336
6 · The paper itself

Abstract

aimsTo quantify the incremental economic and utilization burden of comorbid obstructive sleep apnea (OSA) within an overweight to severely obese adult population. MATERIAL AND

methodsThis retrospective cohort study utilized 2016-2025 IQVIA PharMetrics Plus Closed Health Plan commercial claims data to identify overweight to severely obese adults aged 18-64 years. Patients with diagnosed OSA were propensity-score matched 1:1 to non-OSA controls. Generalized linear models were constructed to quantify the incremental burden of OSA through adjusted cost/rate ratios and average marginal effects (AMEs) over a 365-day follow up period. Outcomes were also stratified by obesity severity, cardiovascular disease (CVD), diabetes, sex, and baseline glucagon-like peptide-1 receptor agonist (GLP-1 RA) use.

resultsAmong OSA patients, 13 971 (99.9%) were successfully matched (total n = 27 942). Patients with OSA incurred significantly higher total healthcare costs compared to controls (adjusted cost ratio = 1.24; 95% CI = [1.20, 1.28]), corresponding to an AME of $6942 per patient. Costs were driven by routine disease management such as outpatient visits (AME = $2955) and prescription costs (AME = $3198). Subgroup analyses revealed that incremental costs were high among patients with CVD (AME = $9257) and notably, the incremental cost of OSA remained substantial even among chronic users of GLP-1 RAs (AME = $12359).

conclusionComorbid OSA is associated with a significant increase in total healthcare costs driven largely by outpatient and prescription costs. This burden was concentrated among patients with cardiovascular comorbidity and persisted among chronic GLP-1 RA users.

Indexed as

Cost of IllnessHealth Care CostsObesity, MorbidOverweightSleep Apnea, ObstructiveAdolescentAdultComorbidityFemaleHumansMaleMiddle AgedRetrospective StudiesYoung Adultantidiabetic drugantiobesity drugGLP‐1health economicsobesity therapyobservational study

Identifiers

PMID42259626
PMCPMC13341327

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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 OpenQuestion graph.