Evidence map›Paper›PMID 40471077›Full record

ArticleJournal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine2025

Actigraphy-derived sleep fragmentation index: convergent validity and associations with clinical outcomes.

Dana Saleh, Suzanne M Bertisch, Michelle Reid, Andrew Lim, Shaun Purcell, Susan Redline

Abstract read
In one paragraph

Article in Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 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.

Dana SalehDepartment of Medicine, Division of Respiratory Medicine, University of Calgary, Calgary, Alberta, Canada.
Suzanne M BertischDivision of Sleep and Circadian Disorders, Departments of Medicine and Neurology, Brigham and Women's Hospital, Harvard Medical School, Brigham and Women's Hospital, Boston, Massachusetts.
Michelle ReidDivision of Sleep and Circadian Disorders, Departments of Medicine and Neurology, Brigham and Women's Hospital, Harvard Medical School, Brigham and Women's Hospital, Boston, Massachusetts.
Andrew LimDivision of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada.
Shaun PurcellDepartment of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Brigham and Women's Hospital, Boston, Massachusetts.
Susan RedlineDivision of Sleep and Circadian Disorders, Departments of Medicine and Neurology, Brigham and Women's Hospital, Harvard Medical School, Brigham and Women's Hospital, Boston, Massachusetts.

Funding

Institute for Clinical and Translational ResearchUL1TR001079 · NCATS · JOHNS HOPKINS UNIVERSITY · PI FORD, DANIEL ERNEST · 2013 to 2017
$60.1M
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
Vascular Effects of Heparan Sulfate ProteoglycansP50HL056984 · NHLBI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI TALL, ALAN RICHARD · 1997 to 2006
$13.1M
Longitudinal Relationships Among Sleep, Cognition and Alzheimer's Disease Biomarkers: Discerning Causal Associations, Mediators and SusceptibilityR01AG070867 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI PURCELL, SHAUN M, REDLINE, SUSAN S. · 2021 to 2024
$9.9M
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
Atrial fibrillation burden, vascular disease of the brain and cardiac MRI in MESAR01HL127659 · NHLBI · UNIVERSITY OF WASHINGTON · PI HECKBERT, SUSAN R · 2015 to 2018
$7.4M
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 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
NCATS 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 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 P50 HL056984NHLBI NIH HHS R01 HL098433NHLBI NIH HHS R01 HL127659NIA NIH HHS R01 AG070867
6 · The paper itself

Abstract

STUDY

objectivesWake after sleep onset and sleep efficiency derived from actigraphy are common assessments of sleep fragmentation (or continuity). The sleep fragmentation index (SFI), measuring the frequency of sleep-wake transitions, is less understood. This study examined (1) the convergent validity between SFI and other sleep metrics obtained by actigraphy and polysomnography; and (2) associations of SFI with sleep symptoms, obstructive sleep apnea, periodic limb movement index, and cognition (Digit Symbol Coding test).

methodsCross-sectional analysis using logistic and multiple regression analyses adjusted for potential confounders. 1,908 participants in the Multi-Ethnic Study of Atherosclerosis study who underwent 7-day actigraphy and polysomnography. The sample was 53.9% female; age 68.3 ± 9.1 years (mean ± standard deviation); apnea-hypopnea index 19.5 ± 17 events/h; and SFI 20.09 ± 6.99.

resultsHigher SFI was associated with older age, male sex, Black race, smoking, body mass index, obstructive sleep apnea, and polysomnography-based metrics of sleep architecture. SFI was strongly correlated with actigraphy-measured sleep efficiency (

conclusionsThe results support the convergent validity between actigraphy-estimated SFI and actigraphy-wake after sleep onset and sleep efficiency. SFI showed modestly stronger associations with clinical symptoms compared to other fragmentation variables, supporting its utility as a marker of sleep continuity. CITATION: Saleh D, Bertisch SM, Reid M, Lim A, Purcell S, Redline S. Actigraphy-derived sleep fragmentation index: convergent validity and associations with clinical outcomes.

Indexed as

ActigraphySleep DeprivationAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedNocturnal Myoclonus SyndromePolysomnographyReproducibility of ResultsSleep Apnea, Obstructiveactigraphyapnea-hypopnea indexcognitionexcessive daytime sleepinessinsomnia symptomsobstructive sleep apneapolysomnographysleep efficiencysleep fragmentationwake after sleep onset

Identifiers

PMID40471077
PMCPMC12406835

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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.