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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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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. |
format | Online Article Text |
id | pubmed-10594811 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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