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Periodic limb movements of sleep: empirical and theoretical evidence supporting objective at-home monitoring
INTRODUCTION: Periodic limb movements of sleep (PLMS) may increase cardiovascular and cerebrovascular morbidity. However, most people with PLMS are either asymptomatic or have nonspecific symptoms. Therefore, predicting elevated PLMS in the absence of restless legs syndrome remains an important clin...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4982487/ https://www.ncbi.nlm.nih.gov/pubmed/27540316 http://dx.doi.org/10.2147/NSS.S101753 |
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author | Moro, Marilyn Goparaju, Balaji Castillo, Jelina Alameddine, Yvonne Bianchi, Matt T |
author_facet | Moro, Marilyn Goparaju, Balaji Castillo, Jelina Alameddine, Yvonne Bianchi, Matt T |
author_sort | Moro, Marilyn |
collection | PubMed |
description | INTRODUCTION: Periodic limb movements of sleep (PLMS) may increase cardiovascular and cerebrovascular morbidity. However, most people with PLMS are either asymptomatic or have nonspecific symptoms. Therefore, predicting elevated PLMS in the absence of restless legs syndrome remains an important clinical challenge. METHODS: We undertook a retrospective analysis of demographic data, subjective symptoms, and objective polysomnography (PSG) findings in a clinical cohort with or without obstructive sleep apnea (OSA) from our laboratory (n=443 with OSA, n=209 without OSA). Correlation analysis and regression modeling were performed to determine predictors of periodic limb movement index (PLMI). Markov decision analysis with TreeAge software compared strategies to detect PLMS: in-laboratory PSG, at-home testing, and a clinical prediction tool based on the regression analysis. RESULTS: Elevated PLMI values (>15 per hour) were observed in >25% of patients. PLMI values in No-OSA patients correlated with age, sex, self-reported nocturnal leg jerks, restless legs syndrome symptoms, and hypertension. In OSA patients, PLMI correlated only with age and self-reported psychiatric medications. Regression models indicated only a modest predictive value of demographics, symptoms, and clinical history. Decision modeling suggests that at-home testing is favored as the pretest probability of PLMS increases, given plausible assumptions regarding PLMS morbidity, costs, and assumed benefits of pharmacological therapy. CONCLUSION: Although elevated PLMI values were commonly observed, routinely acquired clinical information had only weak predictive utility. As the clinical importance of elevated PLMI continues to evolve, it is likely that objective measures such as PSG or at-home PLMS monitors will prove increasingly important for clinical and research endeavors. |
format | Online Article Text |
id | pubmed-4982487 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-49824872016-08-18 Periodic limb movements of sleep: empirical and theoretical evidence supporting objective at-home monitoring Moro, Marilyn Goparaju, Balaji Castillo, Jelina Alameddine, Yvonne Bianchi, Matt T Nat Sci Sleep Original Research INTRODUCTION: Periodic limb movements of sleep (PLMS) may increase cardiovascular and cerebrovascular morbidity. However, most people with PLMS are either asymptomatic or have nonspecific symptoms. Therefore, predicting elevated PLMS in the absence of restless legs syndrome remains an important clinical challenge. METHODS: We undertook a retrospective analysis of demographic data, subjective symptoms, and objective polysomnography (PSG) findings in a clinical cohort with or without obstructive sleep apnea (OSA) from our laboratory (n=443 with OSA, n=209 without OSA). Correlation analysis and regression modeling were performed to determine predictors of periodic limb movement index (PLMI). Markov decision analysis with TreeAge software compared strategies to detect PLMS: in-laboratory PSG, at-home testing, and a clinical prediction tool based on the regression analysis. RESULTS: Elevated PLMI values (>15 per hour) were observed in >25% of patients. PLMI values in No-OSA patients correlated with age, sex, self-reported nocturnal leg jerks, restless legs syndrome symptoms, and hypertension. In OSA patients, PLMI correlated only with age and self-reported psychiatric medications. Regression models indicated only a modest predictive value of demographics, symptoms, and clinical history. Decision modeling suggests that at-home testing is favored as the pretest probability of PLMS increases, given plausible assumptions regarding PLMS morbidity, costs, and assumed benefits of pharmacological therapy. CONCLUSION: Although elevated PLMI values were commonly observed, routinely acquired clinical information had only weak predictive utility. As the clinical importance of elevated PLMI continues to evolve, it is likely that objective measures such as PSG or at-home PLMS monitors will prove increasingly important for clinical and research endeavors. Dove Medical Press 2016-08-08 /pmc/articles/PMC4982487/ /pubmed/27540316 http://dx.doi.org/10.2147/NSS.S101753 Text en © 2016 Moro et al. This work is published and licensed by Dove Medical Press Limited The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. |
spellingShingle | Original Research Moro, Marilyn Goparaju, Balaji Castillo, Jelina Alameddine, Yvonne Bianchi, Matt T Periodic limb movements of sleep: empirical and theoretical evidence supporting objective at-home monitoring |
title | Periodic limb movements of sleep: empirical and theoretical evidence supporting objective at-home monitoring |
title_full | Periodic limb movements of sleep: empirical and theoretical evidence supporting objective at-home monitoring |
title_fullStr | Periodic limb movements of sleep: empirical and theoretical evidence supporting objective at-home monitoring |
title_full_unstemmed | Periodic limb movements of sleep: empirical and theoretical evidence supporting objective at-home monitoring |
title_short | Periodic limb movements of sleep: empirical and theoretical evidence supporting objective at-home monitoring |
title_sort | periodic limb movements of sleep: empirical and theoretical evidence supporting objective at-home monitoring |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4982487/ https://www.ncbi.nlm.nih.gov/pubmed/27540316 http://dx.doi.org/10.2147/NSS.S101753 |
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