Evidence map›Paper›PMID 33863828›Full record

ArticleThorax2021

Pulse arrival time, a novel sleep cardiovascular marker: the multi-ethnic study of atherosclerosis.

Younghoon Kwon, Christopher Wiles, B Eugene Parker, Brian R Clark, Min-Woong Sohn, Sara Mariani, Jin-Oh Hahn, David R Jacobs, James H Stein, Joao Lima and 4 more

Open access · greenAbstract read
In one paragraph

Article in Thorax, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 1 pooled it
3.3field-weighted citation impact, top 7% of its field
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

19 citing papers in PubMed, 1 synthesis or guideline pooled it, 28 citations in OpenAlex.

  1. Association of alternative polysomnographic features with patient outcomes in obstructive sleep apnea: a systematic review.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2023
    Pooled it
  2. From classic to cutting-edge: technological approaches to respiratory physiological signals in assessing sleep-disordered breathing.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2026
    Review
  3. Article
  4. Article
  5. Observational
  6. Article
  7. Highlights of the Sleep and Breathing Conference 2025.Breathe (Sheffield, England) · 2025
    Article
  8. Perspective: Precision medicine in OSA: the future of a past and present riddle.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2025
    Article
  9. Review
  10. Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Review
  17. Multinight Prevalence, Variability, and Diagnostic Misclassification of Obstructive Sleep Apnea.American journal of respiratory and critical care medicine · 2022
    Article
  18. Article
  19. 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

14 authors at 9 institutions in 1 country.

Younghoon KwonDepartment of Medicine, University of Minnesota, Minneapolis, Minnesota, USA yhkwon@uw.edu.
Christopher WilesBarron Associates, Inc, Charlottesville, Virginia, USA.
B Eugene ParkerBarron Associates, Inc, Charlottesville, Virginia, USA.
Brian R ClarkBarron Associates, Inc, Charlottesville, Virginia, USA.
Min-Woong SohnDepartment of Health Management & Policy, College of Public Health, University of Kentucky, Lexington, Kentucky, USA.
Sara MarianiDepartment of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.
Jin-Oh HahnDepartment of Mechanical Engineering, University of Maryland at College Park, College Park, Maryland, USA.
David R JacobsDivision of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA.
James H SteinUniversity of Wisconsin-Madison, Madison, Wisconsin, USA.
Joao LimaDepartment of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.
Vishesh KapurDepartment of Medicine, University of Washington, Seattle, Washington, USA.
Andrew WellmanDepartment of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.
Susan RedlineDepartment of Medicine, Brigham and Women's Hospital and Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA.
Ali AzarbarzinDepartment of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.
Barron Associates (United States) · USBrigham and Women's Hospital · USUniversity of Minnesota · USBeth Israel Deaconess Medical Center · USJohns Hopkins Medicine · USUniversity of Kentucky · USUniversity of Maryland, College Park · USUniversity of Washington · USUniversity of Wisconsin–Madison · US

Funding

Institute for Clinical and Translational ResearchUL1TR001079 · NCATS · JOHNS HOPKINS UNIVERSITY · PI FORD, DANIEL ERNEST · 2013 to 2017
$60.1M
Translational Research Support CoreP30ES000002 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI Marc G Weisskopf · 1985 to 2026
$44.6M
Wake Forest Clinical and Translational Science AwardUL1TR001420 · NCATS · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI ARD, JAMY D, FOLEY, KRISTIE L · 2015 to 2023
$32.3M
Clinical and Translational Science AwardUL1TR000040 · NCATS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI GINSBERG, HENRY N · 2012 to 2015
$26.2M
Task Area A Core Study Operations.Task Area A shall encompass annual follow-up of cohort members, clinical endpoints ascertainment, study coordination activities, maintenance of the database and biosp75N92020D00001 · NHLBI · UNIVERSITY OF WASHINGTON · PI MCCLELLAND, ROBYN LEAGH · 2020 to 2025
$17.2M
CARDIOVASCULAR HEALTH STUDY (CHS) - TASK AREA C, STUDY CLOSEOUT75N92021D00006 · NHLBI · UNIVERSITY OF WASHINGTON · PI PSATY, BRUCE · 2021 to 2024
$8.4M
ASSOCIATION OF SLEEP DISORDERS WITH CARDIOVASCULAR HEALTH ACROSS ETHNIC GROUPSR01HL098433 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI REDLINE, SUSAN S. · 2010 to 2015
$8.2M
Phenotypic and Molecular Signatures for Sleep Apnea and Related MorbiditiesR35HL135818 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI REDLINE, SUSAN S. · 2017 to 2023
$7.2M
Task Area A shall encompass annual follow-up of cohort members, clinical events investigations, study operations, and data analysis and manuscript writing. If implemented, Task A.1 will provide fundin75N92020D00005 · NHLBI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI WATSON, KAROL E · 2020 to 2025
$5.1M
TO EXERCISE OPTION PERIOD ONE (1) FOR TASK AREA A - MESA CORE OPERATIONS, FIELD CENTER.75N92020D00004 · NHLBI · NORTHWESTERN UNIVERSITY · PI SIEGEL, JONATHAN H · 2020 to 2025
$4.5M
Task Area A shall encompass annual follow-up of cohort members, clinical events investigations, study operations, and data analysis and manuscript writing. If implemented, Task A.1 will provide fundin75N92020D00006 · NHLBI · UNIVERSITY OF MINNESOTA · PI PANKOW, JAMES S · 2020 to 2025
$4.4M
Task Area A shall encompass annual follow-up of cohort members, clinical events investigations, study operations, and data analysis and manuscript writing. If implemented, Task A.1 will provide fundin75N92020D00003 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI POST, WENDY S · 2020 to 2025
$3.8M
CLC NIH HHS 75N90020D00002CLC NIH HHS 75N90020D00003NCATS NIH HHS UL1 TR000040NCATS NIH HHS UL1 TR001079NCATS NIH HHS UL1 TR001420NHLBI NIH HHS 75N92020D00001NHLBI NIH HHS 75N92020D00002NHLBI NIH HHS 75N92020D00003NHLBI NIH HHS 75N92020D00004NHLBI NIH HHS 75N92020D00005NHLBI NIH HHS 75N92020D00006NHLBI NIH HHS 75N92020D00007NHLBI NIH HHS 75N92021D00006NHLBI NIH HHS HHSN268201500003CNHLBI NIH HHS HHSN268201500003INHLBI NIH HHS N01 HC095159NHLBI NIH HHS N01 HC095160NHLBI NIH HHS N01 HC095161NHLBI NIH HHS N01 HC095162NHLBI NIH HHS N01 HC095163NHLBI NIH HHS N01 HC095164NHLBI NIH HHS N01 HC095165NHLBI NIH HHS N01 HC095166NHLBI NIH HHS N01 HC095167NHLBI NIH HHS N01 HC095168NHLBI NIH HHS N01 HC095169NHLBI NIH HHS R01 HL098433NHLBI NIH HHS R01 HL153874NHLBI NIH HHS R21 HL140432NHLBI NIH HHS R35 HL135818NIAID NIH HHS 75N93020D00002NIA NIH HHS R21 AG070576NIDA NIH HHS 75N95020D00002NIDA NIH HHS 75N95020D00003NIDA NIH HHS 75N95020D00004NIDA NIH HHS 75N95020D00005NIDA NIH HHS 75N95020D00007NIEHS NIH HHS 75N96020D00002NIEHS NIH HHS 75N96020D00003NIH HHS 75N98020D00007ORFDO NIH HHS 75N99020D00002ORFDO NIH HHS 75N99020D00003ORFDO NIH HHS 75N99020D00004ORFDO NIH HHS 75N99020D00005ORFDO NIH HHS 75N99020D00006ORFDO NIH HHS 75N99020D00007
6 · The paper itself

Abstract

backgroundPulse arrival time (PAT) is commonly used to estimate blood pressure response. We hypothesised that PAT response to obstructive respiratory events would be associated with increased cardiovascular risk in people with obstructive sleep apnoea.

methodsPAT, defined as the time interval between electrocardiography R wave and pulse arrival by photoplethysmography, was measured in the Multi-Ethnic Study of Atherosclerosis Sleep study participants. The PAT response to apnoeas/hypopnoeas was defined as the area under the PAT waveform following respiratory events. Cardiovascular outcomes included markers of subclinical cardiovascular disease (CVD): left ventricular mass, carotid plaque burden score and coronary artery calcification (CAC) (cross-sectional) and incident composite CVD events (prospective). Multivariable logistic and Cox proportional hazard regressions were performed.

resultsA total of 1407 participants (mean age 68.4 years, female 47.5%) were included. Higher PAT response (per 1 SD increase) was associated with higher left ventricular mass (5.7 g/m

conclusionPAT is independently associated with markers of subclinical CVD and incident CVD events. Respiratory-related PAT response is a novel and promising polysomnography metric with cardiovascular implications.

Indexed as

AtherosclerosisCardiovascular DiseasesCoronary Artery DiseaseAgedCross-Sectional StudiesFemaleHumansProspective StudiesRisk FactorsSleepclinical epidemiologysleep apnoea

Identifiers

PMID33863828
PMCPMC8530459
OpenAlexW3154753012

What OpenQuestion holds

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Read underepoch 390

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 OpenQuestion graph.