Evidence map›Paper›PMID 41143507›Full record

ArticleSleep2026

Dose-response relationship of sleep apnea therapy and healthcare use in patients with comorbidities.

Atul Malhotra, Suyog More, Naomi Alpert, Jean-Louis Pépin, Kate V Cole, Caleb Woodford, Adam V Benjafield, Peter A Cistulli, Kimberly L Sterling, medXcloud Group

Abstract read
In one paragraph

Article in Sleep, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

10 authors.

Atul MalhotraDepartment of Medicine, University of California San Diego, La Jolla, CA, United States.
Suyog MoreResmed Science Centre, Halifax, Nova Scotia, Canada.ORCID 0009-0000-4237-0411
Naomi AlpertResmed Science Center, San Diego, CA, United States.ORCID 0000-0002-3625-9693
Jean-Louis PépinHP2 Laboratory (Hypoxia: Pathophysiology), Grenoble Alpes University, Grenoble, France.ORCID 0000-0003-3832-2358
Kate V ColeResmed Science Center, San Diego, CA, United States.
Caleb WoodfordResmed Science Centre, Halifax, Nova Scotia, Canada.
Adam V BenjafieldResmed Science Center, Sydney, Australia.ORCID 0000-0003-4716-2827
Peter A CistulliCharles Perkins Centre and Faculty of Medicine and Health, University of Sydney, Sydney, Australia.ORCID 0000-0002-7920-4924
Kimberly L SterlingResmed Science Center, San Diego, CA, United States.ORCID 0000-0002-6482-3562
medXcloud Group

Funding

Is Obstructive Sleep Apnea Important in the Development of Alzheimer's DiseaseR01AG063925 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MALHOTRA, ATUL · 2020 to 2024
$3.7M
Underlying mechanisms of obesity-induced obstructive sleep apneaR01HL148436 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Atul Malhotra · 2020 to 2026
$3.4M
Sleep Apnea Endophenotypes: One Size Does Not Fit AllR01HL154926 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MALHOTRA, ATUL · 2021 to 2025
$3.3M
The cardiovascular consequences of sleep apnea plus COPD (Overlap syndrome)R01HL166485 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Atul Malhotra · 2023 to 2026
$3.1M
VentNet: A Real-Time Multimodal Data Integration Model for Prediction of Respiratory Failure in Patients with COVID-19R01HL157985 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MALHOTRA, ATUL, NEMATI, SHAMIM · 2022 to 2025
$2.9M
Developing a Diverse Next Generation of Leaders in Respiratory ScienceT32HL166127 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Laura Elise Crotty Alexander, Atul Malhotra · 2023 to 2026
$1.6M
NHLBI NIH HHS R01 HL148436NHLBI NIH HHS R01 HL154926NHLBI NIH HHS R01 HL157985NHLBI NIH HHS R01 HL166485NHLBI NIH HHS T32 HL166127NIA NIH HHS R01 AG063925
6 · The paper itself

Abstract

STUDY

objectivesObstructive sleep apnea (OSA) has complex interactive relationships with several other conditions. Previous research suggests that consistent adherence to positive airway pressure (PAP) therapy can reduce healthcare resource utilization (HCRU) in comorbid populations. We hypothesized that PAP therapy use would be associated with dose-dependent improvements in HCRU among patients with OSA and comorbid chronic obstructive pulmonary disease (COPD), type 2 diabetes, depression, heart failure, or atrial fibrillation.

methodsWe analyzed a linked dataset of medical/pharmacy claims data and objective PAP usage data for adults with newly diagnosed OSA between January 2015 and May 2021. Comorbidities were defined by at least two healthcare encounters or at least one hospitalization with the relevant diagnosis in the year before PAP initiation (index). HCRU outcomes included all-cause hospitalizations and emergency room (ER) visits over 12 and 24 months post-index.

resultsAmong 377 830 patients with OSA (mean age: 51.7 years; 57.7% male), 6.6% had COPD, 18.7% type 2 diabetes, 16.5% depression, 4.2% heart failure, and 5.2% atrial fibrillation. Across all comorbidity cohorts, PAP usage was associated with a dose-dependent reduction in HCRU over 12 and 24 months. Risk-adjusted analyses showed HCRU benefits beginning at 2 to less than 4 hours of average nightly PAP use. Each additional hour of use was associated with a 4.1%-6.2% reduction in hospitalizations and ER visits (all analyses p < .0001).

conclusionsPAP therapy use is associated with dose-dependent reductions in HCRU among patients with OSA and major comorbidities. These findings may support data-driven reimbursement policies and highlight the value of treating OSA in complex patient populations.

Indexed as

Continuous Positive Airway PressurePatient Acceptance of Health CareSleep Apnea, ObstructiveAdultAgedAtrial FibrillationComorbidityDepressionDiabetes Mellitus, Type 2FemaleHeart FailureHospitalizationHumansMaleMiddle AgedPulmonary Disease, Chronic Obstructiveadherencehealthcare resource useobstructive sleep apneapositive airway pressurereal-world evidence

Identifiers

PMID41143507
PMCPMC13017776

What OpenQuestion holds

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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 OpenQuestion graph.