Evidence map›Paper›PMID 41324441›Full record

ArticleSleep2026

Hypoxemia and arousals modulate cardiac responses to respiratory events in obstructive sleep apnea.

Serajeddin Ebrahimian, Saara Sillanmäki, Marika Rissanen, Eric Staykov, Antti Kulkas, Juha Töyräs, Raquel Bailón, Ludger Grote, Maria R Bonsignore, Mathias Baumert and 4 more

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 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

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

1 citing paper in PubMed.

  1. Observational
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

14 authors.

Serajeddin EbrahimianDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0002-2255-8000
Saara SillanmäkiDiagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland.
Marika RissanenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.
Eric StaykovSchool of Electrical Engineering and Computer Science, The University of Queensland, Brisbane, Australia.ORCID 0000-0002-8220-7368
Antti KulkasDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0001-8252-3996
Juha TöyräsDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.
Raquel BailónBiomedical Signal Interpretation and Computational Simulation (BSICoS) Group, Aragón Institute of Engineering Research (I3A), IIS Aragón, University of Zaragoza, Zaragoza, Spain.
Ludger GroteCentre for Sleep and Vigilance Disorders, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden.ORCID 0000-0002-7405-1682
Maria R BonsignorePROMISE Department, University of Palermo and IFT-CNR, Palermo, Italy.
Mathias BaumertSchool of Electrical and Mechanical Engineering, The University of Adelaide, Adelaide, Australia.ORCID 0000-0003-2984-2167
Virend K SomersDepartment of Cardiovascular Medicine, Mayo Clinic, Rochester MN, United States.ORCID 0000-0003-4045-4341
Philip TerrillSchool of Electrical Engineering and Computer Science, The University of Queensland, Brisbane, Australia.
Timo LeppänenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0003-4017-821X
Samu KainulainenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0003-2798-2115

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

STUDY

objectivesRespiratory events during sleep induce immediate cardiac alterations, including increased RR intervals during events and decreased RR intervals after events. However, the extent to which related desaturations and arousals modulate these responses remains underexplored. We hypothesized that desaturations and arousals are the main contributors to respiratory event-related cardiac response, with greatest cardiac alterations expected when both are present.

methodsWe analyzed RR, QT, and heart rate-corrected QT (QTc) intervals before, during, and after 4310 respiratory events from 129 obstructive sleep apnea patients. Mixed-effect statistical models were utilized to assess the influence of the presence and severity of desaturations and arousals on the cardiac electrical response to respiratory events.

resultsThere were no significant differences between pre- and post-respiratory event RR and QTc intervals in the absence of desaturation or arousal. Arousal (RR estimate = -23.9 ms; QTc estimate = 5.7 ms) or simultaneous desaturation and arousal (RR estimate = -32.8 ms; QTc estimate = 8.4 ms) modulated significantly (p < .05) mean RR and QTc intervals after respiratory events. Desaturation alone affected only RR intervals (estimate = -9.3 ms, p<.05). Greater desaturation depth (RR estimate = -0.09 ms; QTc estimate = 0.56 ms) and longer arousal duration (RR estimate = -3.52 ms; QTc estimate = 0.84 ms) were significant (p < .05) predictors of RR and QTc magnitude alterations after respiratory events.

conclusionsNot all respiratory events have the same effects on cardiac electrophysiology; they are associated with acute alterations after events if they cause desaturations and/or arousal, with longer arousal and deeper desaturations increasing the magnitude of cardiac responses. Statement of Significance This study provides a detailed analysis of the temporal dynamics of cardiac response to respiratory events in obstructive sleep apnea patients, with a focus on the potential modulators of this response. Our observations present that not all respiratory events have the same effects on cardiac electrophysiology; they are associated with significant cardiac response if they cause desaturations and/or arousals, with longer arousal and deeper desaturations increasing the magnitude of cardiac response. Our results present evidence of possible modulators of post-event cardiac function, providing a deeper understanding of obstructive sleep apnea's impact on health as potential underlying mechanisms leading to adverse cardiovascular events.

Indexed as

ArousalHeart RateHypoxiaSleep Apnea, ObstructiveAdultElectrocardiographyFemaleHumansMaleMiddle AgedPolysomnographycardiac responsedesaturationobstructive sleep apneasleep arousalventricular repolarization

Identifiers

PMID41324441
PMCPMC13017676

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.