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Analysis of the relationship between sleep-related disorder and systemic immune-inflammation index in the US population

BACKGROUND: The association between sleep-related disorders and inflammation has been demonstrated in previous studies. The systemic immune-inflammation index (SII) is a novel inflammatory index based on leukocytes, but its relationship with sleep-related disorder is unclear. We aimed to investigate...

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Autores principales: Kadier, Kaisaierjiang, Dilixiati, Diliyaer, Ainiwaer, Aikeliyaer, Liu, Xiaozhu, Lu, Jiande, Liu, Pengfei, Ainiwan, Mierxiati, Yesitayi, Gulinazi, Ma, Xiang, Ma, Yitong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10594811/
https://www.ncbi.nlm.nih.gov/pubmed/37872570
http://dx.doi.org/10.1186/s12888-023-05286-7
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author Kadier, Kaisaierjiang
Dilixiati, Diliyaer
Ainiwaer, Aikeliyaer
Liu, Xiaozhu
Lu, Jiande
Liu, Pengfei
Ainiwan, Mierxiati
Yesitayi, Gulinazi
Ma, Xiang
Ma, Yitong
author_facet Kadier, Kaisaierjiang
Dilixiati, Diliyaer
Ainiwaer, Aikeliyaer
Liu, Xiaozhu
Lu, Jiande
Liu, Pengfei
Ainiwan, Mierxiati
Yesitayi, Gulinazi
Ma, Xiang
Ma, Yitong
author_sort Kadier, Kaisaierjiang
collection PubMed
description BACKGROUND: The association between sleep-related disorders and inflammation has been demonstrated in previous studies. The systemic immune-inflammation index (SII) is a novel inflammatory index based on leukocytes, but its relationship with sleep-related disorder is unclear. We aimed to investigate the relationship between sleep-related disorder and SII in a nationally representative nonhospitalized sample. METHODS: Data were obtained from the 2005–2008 National Health and Nutrition Examination Survey (NHANES). Exposure variables included self-reported sleep-related disorders, such as sleep duration, sleep problems, high risk of OSA, and daytime sleepiness. SII and other traditional markers of inflammation were considered as outcome variables, including platelet-to-lymphocyte ratio (PLR) and neutrophil-to-lymphocyte ratio (NLR). Multiple linear regression models were employed to examine the correlation between sleep-related disorders and inflammatory markers. Subgroup interactions were analyzed using likelihood ratio tests, and nonlinear relationships were explored by fitting restricted cubic splines. RESULTS: A total of 8,505 participants were enrolled in this study. Overall, sleep-related disorders were found to have a stronger association with SII compared to the PLR and NLR. The results of multiple linear regression analysis revealed that participants who experienced sleep problems (β: 21.421; 95% CI 1.484, 41.358), had symptoms of OSA (β: 23.088; 95% CI 0.441, 45.735), and reported daytime sleepiness (β: 30.320; 95% CI 5.851, 54.789) exhibited a positive association with higher SII. For the analysis of other inflammatory markers, we only found that daytime sleepiness was associated with increased NLR levels (β: 0.081; 95% CI 0.002, 0.159). CONCLUSION: Sleep problems, symptoms of OSA, and daytime sleepiness were found to have a positive association with the SII in US adults. However, further prospective studies are necessary to establish whether there is a causal relationship between these factors. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-023-05286-7.
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spelling pubmed-105948112023-10-25 Analysis of the relationship between sleep-related disorder and systemic immune-inflammation index in the US population Kadier, Kaisaierjiang Dilixiati, Diliyaer Ainiwaer, Aikeliyaer Liu, Xiaozhu Lu, Jiande Liu, Pengfei Ainiwan, Mierxiati Yesitayi, Gulinazi Ma, Xiang Ma, Yitong BMC Psychiatry Research BACKGROUND: The association between sleep-related disorders and inflammation has been demonstrated in previous studies. The systemic immune-inflammation index (SII) is a novel inflammatory index based on leukocytes, but its relationship with sleep-related disorder is unclear. We aimed to investigate the relationship between sleep-related disorder and SII in a nationally representative nonhospitalized sample. METHODS: Data were obtained from the 2005–2008 National Health and Nutrition Examination Survey (NHANES). Exposure variables included self-reported sleep-related disorders, such as sleep duration, sleep problems, high risk of OSA, and daytime sleepiness. SII and other traditional markers of inflammation were considered as outcome variables, including platelet-to-lymphocyte ratio (PLR) and neutrophil-to-lymphocyte ratio (NLR). Multiple linear regression models were employed to examine the correlation between sleep-related disorders and inflammatory markers. Subgroup interactions were analyzed using likelihood ratio tests, and nonlinear relationships were explored by fitting restricted cubic splines. RESULTS: A total of 8,505 participants were enrolled in this study. Overall, sleep-related disorders were found to have a stronger association with SII compared to the PLR and NLR. The results of multiple linear regression analysis revealed that participants who experienced sleep problems (β: 21.421; 95% CI 1.484, 41.358), had symptoms of OSA (β: 23.088; 95% CI 0.441, 45.735), and reported daytime sleepiness (β: 30.320; 95% CI 5.851, 54.789) exhibited a positive association with higher SII. For the analysis of other inflammatory markers, we only found that daytime sleepiness was associated with increased NLR levels (β: 0.081; 95% CI 0.002, 0.159). CONCLUSION: Sleep problems, symptoms of OSA, and daytime sleepiness were found to have a positive association with the SII in US adults. However, further prospective studies are necessary to establish whether there is a causal relationship between these factors. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-023-05286-7. BioMed Central 2023-10-24 /pmc/articles/PMC10594811/ /pubmed/37872570 http://dx.doi.org/10.1186/s12888-023-05286-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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
Kadier, Kaisaierjiang
Dilixiati, Diliyaer
Ainiwaer, Aikeliyaer
Liu, Xiaozhu
Lu, Jiande
Liu, Pengfei
Ainiwan, Mierxiati
Yesitayi, Gulinazi
Ma, Xiang
Ma, Yitong
Analysis of the relationship between sleep-related disorder and systemic immune-inflammation index in the US population
title Analysis of the relationship between sleep-related disorder and systemic immune-inflammation index in the US population
title_full Analysis of the relationship between sleep-related disorder and systemic immune-inflammation index in the US population
title_fullStr Analysis of the relationship between sleep-related disorder and systemic immune-inflammation index in the US population
title_full_unstemmed Analysis of the relationship between sleep-related disorder and systemic immune-inflammation index in the US population
title_short Analysis of the relationship between sleep-related disorder and systemic immune-inflammation index in the US population
title_sort analysis of the relationship between sleep-related disorder and systemic immune-inflammation index in the us population
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10594811/
https://www.ncbi.nlm.nih.gov/pubmed/37872570
http://dx.doi.org/10.1186/s12888-023-05286-7
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