Evidence map›Paper›PMID 40399494›Full record

Observational studyScientific reports2025

Heart rate variability analysis in comorbid insomnia and sleep apnea (COMISA).

Adrián Martín-Montero, Fernando Vaquerizo-Villar, Clara García-Vicente, Gonzalo C Gutiérrez-Tobal, Thomas Penzel, Roberto Hornero

Registry-linked trialAbstract readObservational Study
In one paragraph

Observational study in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT00005275 (The Sleep Heart Health Study), which is not on this map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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.

NCT00005275 completednot on this map

The Sleep Heart Health Study (SHHS) Was a Multi-site Prospective Cohort Study to Investigate Obstructive Sleep Apnea (OSA) and Other Sleep-disordered Breathing (SDB) as Risk Factors for Cardiovascular Diseases and Hypertension

TypeobservationalSponsorJohns Hopkins Bloomberg School of Public HealthRan1994 to 2011Enrolled6,441ConditionsLung Diseases, Sleep Apnea Syndromes, Cardiovascular Diseases, Heart Diseases
3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

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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

6 authors.

Adrián Martín-MonteroBiomedical Engineering Group, University of Valladolid, Av. Ramón y Cajal, 7, Valladolid, 47003, Spain.
Fernando Vaquerizo-VillarBiomedical Engineering Group, University of Valladolid, Av. Ramón y Cajal, 7, Valladolid, 47003, Spain.
Clara García-VicenteBiomedical Engineering Group, University of Valladolid, Av. Ramón y Cajal, 7, Valladolid, 47003, Spain. clara.garciav@uva.es.
Gonzalo C Gutiérrez-TobalBiomedical Engineering Group, University of Valladolid, Av. Ramón y Cajal, 7, Valladolid, 47003, Spain.
Thomas PenzelInterdisciplinary Center of Sleep Medicine, Charité-Universitätsmedizin, Berlin, Germany.
Roberto HorneroBiomedical Engineering Group, University of Valladolid, Av. Ramón y Cajal, 7, Valladolid, 47003, Spain.

Funding

National Sleep Research Resource (NSRR)R24HL114473 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI REDLINE, SUSAN S., ZHANG, GUO-QIANG · 2013 to 2017
$7.5M
DATA COORDINATING CENTER FOR SLEEP HEART STUDYU01HL064360 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI DIENER-WEST, MARIE · 1999 to 2007
$4.4M
THE SLEEP HEART HEALTH STUDY: READING CENTER APPLICATIONU01HL063463 · NHLBI · CASE WESTERN RESERVE UNIVERSITY · PI REDLINE, SUSAN S. · 1999 to 2007
$2.8M
The Sleep Heart Health Study (SHHS)U01HL053938 · NHLBI · UNIVERSITY OF ARIZONA · PI QUAN, STUART F. · 1994 to 2007
$2.0M
SLEEP HEART HEALTH STUDYU01HL053931 · NHLBI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI RAPOPORT, DAVID M. · 1994 to 2003
$1.9M
THE SLEEP HEART HEALTH STUDYU01HL053937 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI PUNJABI, NARESH · 1994 to 2007
$1.6M
SLEEP HEART HEALTH STUDYU01HL053916 · NHLBI · UNIVERSITY OF CALIFORNIA DAVIS · PI ROBBINS, JOHN A · 1994 to 2007
$1.5M
THE SLEEP HEART HEALTH STUDYU01HL053934 · NHLBI · UNIVERSITY OF MINNESOTA TWIN CITIES · PI SHAHAR, EYAL · 1994 to 2007
$1.4M
SLEEP HEART HEALTH STUDYU01HL053941 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · PI O'CONNOR, GEORGE T · 1994 to 2007
$1.4M
Interreg 0043_NET4SLEEP_2_EMinisterio de Ciencia, Innovación y Universidades PDI2023-148895OB-I00; CPP2022-009735NextGenerationEU PID2023-148895OB-I00; CPP2022-009735NHLBI NIH HHS R24 HL114473NHLBI NIH HHS U01 HL053916NHLBI NIH HHS U01 HL053931NHLBI NIH HHS U01 HL053934NHLBI NIH HHS U01 HL053937NHLBI NIH HHS U01 HL053938NHLBI NIH HHS U01 HL053941NHLBI NIH HHS U01 HL063463NHLBI NIH HHS U01 HL064360
6 · The paper itself

Abstract

Obstructive sleep apnea (OSA) and insomnia are the two most prevalent sleep disorders, often co-occurring in a condition termed comorbid insomnia and sleep apnea (COMISA). While autonomic nervous system (ANS) dysfunction resulting from each of these disorders has been separately established through heart rate variability (HRV) analysis, the specific overnight ANS alterations due to COMISA have not been explored. This study aims to characterize nocturnal ANS alterations attributable to COMISA through time and frequency HRV analysis, distinguishing them from those of isolated insomnia or OSA. A total of 5,335 electrocardiograms from the Sleep Heart Health Study (SHHS) dataset were included in this research. Based on overnight polysomnography and sleep questionnaires, participants were categorized into No-OSA (2,738 subjects), Insomnia (190 subjects), OSA (2,260 subjects), or COMISA (147 subjects) groups. Classic time and frequency HRV features, along with specific frequency measures, were computed to characterize HRV behavior throughout the whole night, in both wakefulness and sleep periods. The analysis revealed that COMISA-specific ANS dysfunction manifests as reduced parasympathetic activity during wakefulness and heightened sympathetic activation during sleep. While primary ANS dysfunctions seem to result from recurrent apneic events affecting frequency features present in both OSA and COMISA, insomnia significantly alters mean heart rate during sleep, thus being the only feature distinguishing these two conditions. In conclusion, the combined effects of OSA and insomnia induce specific ANS dysfunction at night, highlighting the need for further HRV studies to better understand the impact of COMISA on ANS and its cardiovascular implications.Clinical trial registration: The clinical trial identifier of the original SHHS database is NCT00005275, https://sleepdata.org/datasets/shhs .

Indexed as

Heart RateSleep Apnea, ObstructiveSleep Apnea SyndromesSleep Initiation and Maintenance DisordersAdultAgedAutonomic Nervous SystemComorbidityElectrocardiographyFemaleHumansMaleMiddle AgedPolysomnographySleepSurveys and QuestionnairesAutonomic nervous system (ANS)Comorbid insomnia and sleep apnea (COMISA)Heart rate variability (HRV)InsomniaObstructive sleep apnea (OSA)

Identifiers

PMID40399494
PMCPMC12095586

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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.