Evidence map›Paper›PMID 41426481›Full record

ArticleFrontiers in sleep2023

Role of automated detection of respiratory related heart rate changes in the diagnosis of sleep disordered breathing.

Scott Maresh, Adhithi Keerthana Athikumar, Nabila Ahmed, Shivapriya Chandu, Joel L Prowting, Layth Tumah, Abed A Najjar, Hamza Khan, Muna Sankari, Oluwatobi Lasisi and 4 more

Erratum issuedAbstract read
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Article in Frontiers in sleep, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Scott MareshSleep Research Laboratory, John D. Dingell Veterans Affairs Medical Center, Detroit, MI, United States.
Adhithi Keerthana AthikumarDepartment of Internal Medicine, Wayne State University-School of Medicine, Detroit, MI, United States.
Nabila AhmedDepartment of Internal Medicine, Wayne State University-School of Medicine, Detroit, MI, United States.
Shivapriya ChanduDepartment of Internal Medicine, Wayne State University-School of Medicine, Detroit, MI, United States.
Joel L ProwtingDepartment of Kinesiology and Health Science, York University, Toronto, ON, Canada.
Layth TumahDepartment of Internal Medicine, Wayne State University-School of Medicine, Detroit, MI, United States.
Abed A NajjarDepartment of Internal Medicine, Wayne State University-School of Medicine, Detroit, MI, United States.
Hamza KhanDepartment of Internal Medicine, Wayne State University-School of Medicine, Detroit, MI, United States.
Muna SankariDepartment of Internal Medicine, Wayne State University-School of Medicine, Detroit, MI, United States.
Oluwatobi LasisiSleep Research Laboratory, John D. Dingell Veterans Affairs Medical Center, Detroit, MI, United States.
Laurel A RaveloPopulation Health Sciences, University of Wisconsin-Madison, Madison, WI, United States.
Paul E PeppardPopulation Health Sciences, University of Wisconsin-Madison, Madison, WI, United States.
M Safwan BadrSleep Research Laboratory, John D. Dingell Veterans Affairs Medical Center, Detroit, MI, United States.
Abdulghani SankariSleep Research Laboratory, John D. Dingell Veterans Affairs Medical Center, Detroit, MI, United States.

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
NHLBI 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

Study objectives: The objective of this study was to determine whether electrocardiogram (ECG) and heart rate accelerations that occur in the vicinity of respiratory events could predict the severity of sleep-disordered breathing (SDB). Methods: De-identified polysomnogram (NPSG) recordings from 2091 eligible participants in the Sleep Heart Health Study (SHHS) were evaluated after developing and validating an automated algorithm using an initial set of recordings from 1,438 participants to detect RR interval (RRI) dips in ECG and heart rate accelerations from pulse rate signal. Within-subject comparisons were made between the apnea-hypopnea index (AHI) and both the total RRI dip index (total RRDI) and total heart rate acceleration index (total HRAI). Results: The estimated AHIs using respiratory-related HRAI correlated with NPSG AHI both in the unadjusted and adjusted model (B: 0.83 and 0.81, respectively Conclusion: The automated respiratory-related heart rate measurements derived from pulse rate provide an accurate method to detect the presence of SDB. Therefore, the ability of mathematical models to accurately detect respiratory-related heart rate changes from pulse rate may enable an additional method to diagnose SDB.

Indexed as

ECGheart ratepolysomnographypulse ox meterR-R interval (RRI)sleepsleep apnea and cardiovascular disease

Identifiers

PMID41426481
PMCPMC12713967

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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.