Evidence map›Paper›PMID 39670869›Full record

ArticleSleep2025

Nocturnal short-term heart rate variability reflects impaired daytime vigilance better than overnight heart rate variability in suspected obstructive sleep apnea patients.

Salla Hietakoste, Tuomas Karhu, Carolina Lombardi, Pablo Armañac-Julián, Raquel Bailón, Brett Duce, Saara Sillanmäki, Juha Töyräs, Timo Leppänen, Sami Myllymaa and 1 more

Abstract read
In one paragraph

Article in Sleep, 2025. 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. Review
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

11 authors.

Salla HietakosteDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0001-5355-6203
Tuomas KarhuDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0001-9464-447X
Carolina LombardiDepartment of Cardiology, Neural and Metabolic Sciences, Sleep Disorders Center, San Luca Hospital, IRCCS Istituto Auxologico Italiano, Milan, Italy.
Pablo Armañac-JuliánCentro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain.
Raquel BailónCentro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain.
Brett DuceDepartment of Respiratory and Sleep Medicine, Sleep Disorders Centre, Princess Alexandra Hospital, Brisbane, Australia.ORCID 0000-0002-3134-5138
Saara SillanmäkiDiagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland.
Juha TöyräsDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0002-8035-1606
Timo LeppänenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0003-4017-821X
Sami MyllymaaDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0002-9779-4358
Samu KainulainenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0003-2798-2115

Funding

Alfred Kordelin FoundationConsorcio Centro de Investigación Biomédica en Red through Instituto de Salud Carlos IIIEuropean Union's Horizon 2020 Research and Innovation ProgrammeFinnish Cultural Foundation-Central fundFoundation of the Finnish Anti-Tuberculosis AssociationGobierno de AragónKuopio University HospitalMinisterio de Ciencia, Innovación y Universidades and European Regional Development FundNordForskPäivikki and Sakari Sohlberg FoundationResearch Foundation of the Pulmonary DiseasesTampere Tuberculosis FoundationThe State Research FundingWellbeing Service County of North Savo
6 · The paper itself

Abstract

In obstructive sleep apnea (OSA), heart rate variability (HRV) decreases and performance in psychomotor vigilance task (PVT) worsens with more severe hypoxic load. Nevertheless, the association between HRV and PVT performance is poorly understood. Thus, we hypothesize that nocturnal short-term HRV is better related to daytime psychomotor vigilance compared with overnight HRV. To investigate this hypothesis, we retrospectively analyzed the electrocardiograms from polysomnographies of 546 consecutive patients with suspected OSA. We determined overnight HRV and short-term HRV in nonoverlapping 5-min segments and performed stepwise linear regression analyses to associate HRV with the median reaction time (RT) in the PVT. The short-term decrease in the median interval between two successive normal R peaks (NN interval), root mean square of successive NNs, and normalized high-frequency band power were all significant (p < 0.001) indicators of longer median RTs. However, the overnight HRV parameters did not indicate worsening median RT. Instead, increased hypoxic load and N3 duration were associated with longer median RT in men but not in women. The association of HRV and cardiorespiratory coupling with PVT performance was generally weak. Nocturnal short-term HRV evaluation reflected a state of vigilance better than the average overnight HRV. Thus, the overnight HRV analysis might not be optimal for patients with OSA. Utilizing the HRV analysis in a time-series manner and combined with the hypoxic load and sleep stages could bring new aspects to the health assessment of patients with OSA.

Indexed as

ArousalHeart RatePsychomotor PerformanceSleep Apnea, ObstructiveAdultAgedElectrocardiographyFemaleHumansMaleMiddle AgedPolysomnographyReaction TimeRetrospective Studiescardiorespiratory couplingheart rate variabilityhypoxic loadobstructive sleep apneapsychomotor vigilance task

Identifiers

PMID39670869
PMCPMC11985393

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.