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The effect and relative importance of sleep disorders for all-cause mortality in middle-aged and older asthmatics
BACKGROUND: Previous studies observed that sleep disorders potentially increased the risk of asthma and asthmatic exacerbation. We aimed to examine whether excessive daytime sleepiness (EDS), probable insomnia, objective short sleep duration (OSSD), and obstructive sleep apnea (OSA) affect all-cause...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9661772/ https://www.ncbi.nlm.nih.gov/pubmed/36372874 http://dx.doi.org/10.1186/s12877-022-03587-2 |
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author | Hu, Zhigang Tian, Yufeng Song, Xinyu Zeng, Fanjun Hu, Ke Yang, Ailan |
author_facet | Hu, Zhigang Tian, Yufeng Song, Xinyu Zeng, Fanjun Hu, Ke Yang, Ailan |
author_sort | Hu, Zhigang |
collection | PubMed |
description | BACKGROUND: Previous studies observed that sleep disorders potentially increased the risk of asthma and asthmatic exacerbation. We aimed to examine whether excessive daytime sleepiness (EDS), probable insomnia, objective short sleep duration (OSSD), and obstructive sleep apnea (OSA) affect all-cause mortality (ACM) in individuals with or without asthma. METHODS: We extracted relevant data from the Sleep Heart Health Study established in 1995–1998 with an 11.4-year follow-up. Multivariate Cox regression analysis with a proportional hazards model was used to estimate the associations between ACM and four sleep disorders among asthmatic patients and individuals without asthma. Dose-response analysis and machine learning (random survival forest and CoxBoost) further evaluated the impact of sleep disorders on ACM in asthmatic patients. RESULTS: A total of 4538 individuals with 990 deaths were included in our study, including 357 asthmatic patients with 64 deaths. Three multivariate Cox regression analyses suggested that OSSD (adjusted HR = 2.67, 95% CI: 1.23–5.77) but not probable insomnia, EDS or OSA significantly increased the risk of ACM in asthmatic patients. Three dose-response analyses also indicated that the extension of objective sleep duration was associated with a reduction in ACM in asthmatic patients compared to very OSSD patients. Severe EDS potentially augmented the risk of ACM compared with asthmatics without EDS (adjusted HR = 3.08, 95% CI: 1.11–8.56). Machine learning demonstrated that OSSD of four sleep disorders had the largest relative importance for ACM in asthmatics, followed by EDS, OSA and probable insomnia. CONCLUSIONS: This study observed that OSSD and severe EDS were positively associated with an increase in ACM in asthmatic patients. Periodic screening and effective intervention of sleep disorders are necessary for the management of asthma. |
format | Online Article Text |
id | pubmed-9661772 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96617722022-11-15 The effect and relative importance of sleep disorders for all-cause mortality in middle-aged and older asthmatics Hu, Zhigang Tian, Yufeng Song, Xinyu Zeng, Fanjun Hu, Ke Yang, Ailan BMC Geriatr Research BACKGROUND: Previous studies observed that sleep disorders potentially increased the risk of asthma and asthmatic exacerbation. We aimed to examine whether excessive daytime sleepiness (EDS), probable insomnia, objective short sleep duration (OSSD), and obstructive sleep apnea (OSA) affect all-cause mortality (ACM) in individuals with or without asthma. METHODS: We extracted relevant data from the Sleep Heart Health Study established in 1995–1998 with an 11.4-year follow-up. Multivariate Cox regression analysis with a proportional hazards model was used to estimate the associations between ACM and four sleep disorders among asthmatic patients and individuals without asthma. Dose-response analysis and machine learning (random survival forest and CoxBoost) further evaluated the impact of sleep disorders on ACM in asthmatic patients. RESULTS: A total of 4538 individuals with 990 deaths were included in our study, including 357 asthmatic patients with 64 deaths. Three multivariate Cox regression analyses suggested that OSSD (adjusted HR = 2.67, 95% CI: 1.23–5.77) but not probable insomnia, EDS or OSA significantly increased the risk of ACM in asthmatic patients. Three dose-response analyses also indicated that the extension of objective sleep duration was associated with a reduction in ACM in asthmatic patients compared to very OSSD patients. Severe EDS potentially augmented the risk of ACM compared with asthmatics without EDS (adjusted HR = 3.08, 95% CI: 1.11–8.56). Machine learning demonstrated that OSSD of four sleep disorders had the largest relative importance for ACM in asthmatics, followed by EDS, OSA and probable insomnia. CONCLUSIONS: This study observed that OSSD and severe EDS were positively associated with an increase in ACM in asthmatic patients. Periodic screening and effective intervention of sleep disorders are necessary for the management of asthma. BioMed Central 2022-11-14 /pmc/articles/PMC9661772/ /pubmed/36372874 http://dx.doi.org/10.1186/s12877-022-03587-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Hu, Zhigang Tian, Yufeng Song, Xinyu Zeng, Fanjun Hu, Ke Yang, Ailan The effect and relative importance of sleep disorders for all-cause mortality in middle-aged and older asthmatics |
title | The effect and relative importance of sleep disorders for all-cause mortality in middle-aged and older asthmatics |
title_full | The effect and relative importance of sleep disorders for all-cause mortality in middle-aged and older asthmatics |
title_fullStr | The effect and relative importance of sleep disorders for all-cause mortality in middle-aged and older asthmatics |
title_full_unstemmed | The effect and relative importance of sleep disorders for all-cause mortality in middle-aged and older asthmatics |
title_short | The effect and relative importance of sleep disorders for all-cause mortality in middle-aged and older asthmatics |
title_sort | effect and relative importance of sleep disorders for all-cause mortality in middle-aged and older asthmatics |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9661772/ https://www.ncbi.nlm.nih.gov/pubmed/36372874 http://dx.doi.org/10.1186/s12877-022-03587-2 |
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