The Clinical Impact of Periodic Limb Movements During Sleep (PLMS): Under-Recognition in Sleep Disordered Breathing and Associations with Key Clinical Outcomes in 481,857 Patients

STUDY OBJECTIVES: To evaluate periodic limb movements during sleep (PLMS) in a large sleep disorders cohort and explore associations with sleep-disordered breathing (SDB), demographics and key clinical comorbidities. METHODS: A retrospective analysis including 481,857 adults who completed overnight polysomnography (PSG) and a sleep/medical history questionnaire. Data collection spanned 240 sleep centers across 30 U.S. states. Periodic limb movement index (PLMI) was calculated from technician-scored PSGs, and all PSG measures were scored in accordance with American Academy of Sleep Medicine guidelines. Associations with PLMI were assessed using multivariable linear regression, with self-reported and objective measures analyzed separately, first in predictor-specific and then in simultaneous models. RESULTS: The sample included 54.1% males, with a mean age of 54.4 ± 14.4 years (range: 18-107), average PLMI of 10.3 ± 22.1 events/hour and average Apnea Hypopnea Index (AHI) of 14.7 ± 19.1 events/hour. PLMI was highest among White individuals; lower among Hispanic, Asian, and Black individuals. PLMI was strongly negatively associated with SDB measures, persisting even when stratified by CPAP usage.In both predictor-specific and simultaneous multivariable models, PLMI was associated with diagnosed depression, insomnia score, elevated blood sugar and anemia. Objectively, PLMI was associated with arousal index and lower sleep efficiency. CONCLUSIONS: Our findings highlight the potential clinical relevance of PLMS across neuropsychiatric, cardiometabolic, and sleep domains. Racial disparities may reflect genetic and sociocultural factors. Most strikingly, in the setting of increased SDB, PLMS may be undercounted, potentially warranting further evaluation of scoring criteria. These results support further genetic and mechanistic investigations.

Authors

Institutions

Publication Details

Journal
SLEEP
Published
2026-10-15
DOI
https://doi.org/10.1093/sleep/zsag269
Primary Topic
Obstructive Sleep Apnea Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Clinical Impact of Periodic Limb Movements During Sleep (PLMS): Under-Recognition in Sleep Disordered Breathing and Associations with Key Clinical Outcomes in 481,857 Patients

Umaer Hanif, Ulysse Gimenez, Raffaele Ferri, Katie L.J. Cederberg et al.
SLEEP
Obstructive Sleep Apnea Research
article

The Clinical Impact of Periodic Limb Movements During Sleep (PLMS): Under-Recognition in Sleep Disordered Breathing and Associations with Key Clinical Outcomes in 481,857 Patients

Umaer Hanif, Ulysse Gimenez, Raffaele Ferri, Katie L.J. Cederberg, Yoel D. Green, Emmanuel Jean-Marie Mignot, Hyatt Moore I V
article en

Abstract

STUDY OBJECTIVES: To evaluate periodic limb movements during sleep (PLMS) in a large sleep disorders cohort and explore associations with sleep-disordered breathing (SDB), demographics and key clinical comorbidities. METHODS: A retrospective analysis including 481,857 adults who completed overnight polysomnography (PSG) and a sleep/medical history questionnaire. Data collection spanned 240 sleep centers across 30 U.S. states. Periodic limb movement index (PLMI) was calculated from technician-scored PSGs, and all PSG measures were scored in accordance with American Academy of Sleep Medicine guidelines. Associations with PLMI were assessed using multivariable linear regression, with self-reported and objective measures analyzed separately, first in predictor-specific and then in simultaneous models. RESULTS: The sample included 54.1% males, with a mean age of 54.4 ± 14.4 years (range: 18-107), average PLMI of 10.3 ± 22.1 events/hour and average Apnea Hypopnea Index (AHI) of 14.7 ± 19.1 events/hour. PLMI was highest among White individuals; lower among Hispanic, Asian, and Black individuals. PLMI was strongly negatively associated with SDB measures, persisting even when stratified by CPAP usage.In both predictor-specific and simultaneous multivariable models, PLMI was associated with diagnosed depression, insomnia score, elevated blood sugar and anemia. Objectively, PLMI was associated with arousal index and lower sleep efficiency. CONCLUSIONS: Our findings highlight the potential clinical relevance of PLMS across neuropsychiatric, cardiometabolic, and sleep domains. Racial disparities may reflect genetic and sociocultural factors. Most strikingly, in the setting of increased SDB, PLMS may be undercounted, potentially warranting further evaluation of scoring criteria. These results support further genetic and mechanistic investigations.

SLEEP
Rigshospitalet (DK), Naval Postgraduate School (US), I.R.C.C.S. Oasi Maria SS (IT), Stanford Medicine (US), Technical University of Denmark (DK), Stanford University (US)
Good health and well-being
Openalex Percentile: Top 14%
Obstructive Sleep Apnea Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.