Evidence map›Paper›PMID 41963755›Full record

Trial reportJournal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine2026

What's leak got to do with it? Association of mask leak and positive airway pressure adherence from the homepap study.

Noah D Andrews, Jad El Ahdab, Maeve Pascoe, Lu Wang, James Bena, Dennis Auckley, Ruth Benca, Martha E Billings, Vishesh Kapur, Phyllis C Zee and 2 more

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine, 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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0cells of the map it votes in
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

12 authors.

Noah D Andrews *Cleveland Clinic Sleep Disorders Center, Cleveland, OH, USA.
Jad El Ahdab *Cleveland Clinic Sleep Disorders Center, Cleveland, OH, USA.
Maeve PascoeCleveland Clinic Sleep Disorders Center, Cleveland, OH, USA.
Lu WangCleveland Clinic Quantitative Health Sciences, Cleveland, OH, USA.
James BenaCleveland Clinic Quantitative Health Sciences, Cleveland, OH, USA.
Dennis AuckleyMetro Health Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
Ruth BencaDepartment of Psychiatry and Behavioral Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Martha E BillingsHarborview Medical Center, University of Washington, Seattle, WA, USA.
Vishesh KapurHarborview Medical Center, University of Washington, Seattle, WA, USA.
Phyllis C ZeeFeinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Susan RedlineBrigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Nancy Foldvary-SchaeferCleveland Clinic Sleep Disorders Center, Cleveland, OH, USA. foldvan@ccf.org.

Funding

Portable Monitoring for Diagnosis and Management of Sleep Apnea (HomePAP) URL: http://clinicaltrials.gov/show/NCT00642486. NIH clinical trials registry number: NCT00642486. Portable Monitoring for Diagnosis and Management of Sleep Apnea (HomePAP) URL: http://clinicaltrials.gov/show/NCT00642486. NIH clinical trials registry number: NCT00642486.
6 · The paper itself

Abstract

backgroundPositive airway pressure (PAP) therapy is the gold standard treatment for obstructive sleep apnea (OSA), yet adherence remains suboptimal. Mask leak is a common barrier, but current leak metrics don’t distinguish intentional from unintentional leak. We evaluated a novel “Real Leak” measure and compared its relationship to adherence with conventional leak metrics.

methodsWe conducted a secondary analysis of the HomePAP trial, which randomized adults at high risk for OSA to home sleep apnea testing or in-laboratory polysomnography, followed by PAP initiation. Real Leak was calculated by subtracting mask-specific intentional leak from device-reported Average Leak, essentially representing unintentional leak over 1 month. PAP adherence was defined as ≥ 4 h/night on ≥ 70% of nights at 1 and 3 months. Pearson correlations and multivariable linear regression adjusted for age, sex, BMI, race, education, Epworth Sleepiness Scale, and apnea-hypopnea index.

resultsData were available for 139 and 124 participants at 1 and 3 months, respectively. At 3 months, adherence was 46.2%. Real Leak and Average Leak were highly correlated and inversely associated with adherence (rho[95%CI]: 1-month 0.73 [0.61,0.81], 3-month 0.90 [0.85,0.93], p < 0.001) at both timepoints. Each 1 L/min increase in Real Leak corresponded to a 0.72% decrease in adherence days, compared to 0.55% in Average Leak (p = 0.008/0.018) (7.2% and 5.5% per 10 L/min of change, respectively, p = 0.008/0.018). Race and AHI (p = 0.02/p < 0.001, respectively) were independent adherence predictors.

conclusionsBoth Real Leak and Average Leak negatively predicted PAP adherence, with no significant performance difference. Nonetheless, standardizing leak terminology and incorporating intentional leak adjustments may improve clarity and decision-making. CURRENT KNOWLEDGE/STUDY RATIONALE: Mask leak is a common barrier to Positive airway pressure (PAP) adherence, but existing leak metrics don’t distinguish intentional from unintentional leak, limiting their clinical utility. The American Academy of Sleep Medicine emphasizes minimizing leak during PAP titration but doesn’t provide clear guidance on which leak metric to prioritize. We proposed a novel “Real Leak” measure as a potentially more clinically meaningful indicator of leak-related adherence barriers. STUDY IMPACT: In the HomePAP trial, Real Leak and Average Leak were highly correlated and similarly predicted reduced adherence, with no significant performance difference. We propose standardizing leak definitions for clinical practice and research and suggest that Real Leak - essentially unintentional leak over 1 month - is a conceptually clearer and more meaningful metric.

Indexed as

Continuous Positive Airway PressureEquipment FailureLaryngeal MasksPatient ComplianceSleep Apnea, ObstructiveAdultFemaleHumansMaleMiddle AgedPolysomnographyAverage leakHomePAPHomePAP trialMask leakObstructive sleep apnea (OSA)PAP adherencePositive airway pressure (PAP) therapyReal leakUnintentional leak

Identifiers

PMID41963755
PMCPMC13069044

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.