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Dynamic regional homogeneity alterations and cognitive impairment in patients with moderate and severe obstructive sleep apnea
BACKGROUND AND PURPOSE: Previous studies have found that abnormal local spontaneous brain activity in patients with obstructive sleep apnea (OSA) was associated with cognitive impairment, and dynamic functional connections can capture the time changes of functional connections during magnetic resona...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9459312/ https://www.ncbi.nlm.nih.gov/pubmed/36090274 http://dx.doi.org/10.3389/fnins.2022.940721 |
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author | Li, Kunyao Shu, Yongqiang Liu, Xiang Xie, Wei Li, Panmei Kong, Linghong Yu, Pengfei Zeng, Yaping Huang, Ling Long, Ting Zeng, Li Li, Haijun Peng, Dechang |
author_facet | Li, Kunyao Shu, Yongqiang Liu, Xiang Xie, Wei Li, Panmei Kong, Linghong Yu, Pengfei Zeng, Yaping Huang, Ling Long, Ting Zeng, Li Li, Haijun Peng, Dechang |
author_sort | Li, Kunyao |
collection | PubMed |
description | BACKGROUND AND PURPOSE: Previous studies have found that abnormal local spontaneous brain activity in patients with obstructive sleep apnea (OSA) was associated with cognitive impairment, and dynamic functional connections can capture the time changes of functional connections during magnetic resonance imaging acquisition. The purpose of this study was to investigate the dynamic characteristics of regional brain connectivity and its relationship with cognitive function in patients with OSA and to explore whether the dynamic changes can be used to distinguish them from healthy controls (HCs). METHODS: Seventy-nine moderate and severe male OSA patients without any treatment and 84 HCs with similar age and education were recruited, and clinical data and resting functional magnetic resonance imaging data were collected. The dynamic regional homogeneity (dReHo) was calculated using a sliding window technique, and a double-sample t-test was used to test the difference in the dReHo map between OSA patients and HCs. We explored the relationship between dReHo and clinical and cognitive function in OSA patients using Pearson correlation analysis. A support vector machine was used to classify the OSA patients and HCs based on abnormal dReHo. RESULT: Compared with HCs, OSA patients exhibited higher dReHo values in the right medial frontal gyrus and significantly lower dReHo values in the right putamen, right superior temporal gyrus, right cingulate gyrus, left insula and left precuneus. The correlation analysis showed that the abnormal dReHo values in multiple brain regions in patients with OSA were significantly correlated with nadir oxygen saturation, the oxygen depletion index, sleep period time, and Montreal cognitive assessment score. The support vector machine classification accuracy based on the dReHo difference in brain regions was 81.60%, precision was 81.01%, sensitivity was 81.01%, specificity was 82.14%, and area under the curve was 0.89. CONCLUSION: The results of this study suggested that there was abnormal dynamic regional spontaneous brain activity in patients with OSA, which was related to clinical and cognitive evaluation and can be used to distinguish OSA patients from HCs. The dReHo is a potential objective neuroimaging marker for patients with OSA that can further the understanding of the neuropathological mechanism of patients with OSA. |
format | Online Article Text |
id | pubmed-9459312 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94593122022-09-10 Dynamic regional homogeneity alterations and cognitive impairment in patients with moderate and severe obstructive sleep apnea Li, Kunyao Shu, Yongqiang Liu, Xiang Xie, Wei Li, Panmei Kong, Linghong Yu, Pengfei Zeng, Yaping Huang, Ling Long, Ting Zeng, Li Li, Haijun Peng, Dechang Front Neurosci Neuroscience BACKGROUND AND PURPOSE: Previous studies have found that abnormal local spontaneous brain activity in patients with obstructive sleep apnea (OSA) was associated with cognitive impairment, and dynamic functional connections can capture the time changes of functional connections during magnetic resonance imaging acquisition. The purpose of this study was to investigate the dynamic characteristics of regional brain connectivity and its relationship with cognitive function in patients with OSA and to explore whether the dynamic changes can be used to distinguish them from healthy controls (HCs). METHODS: Seventy-nine moderate and severe male OSA patients without any treatment and 84 HCs with similar age and education were recruited, and clinical data and resting functional magnetic resonance imaging data were collected. The dynamic regional homogeneity (dReHo) was calculated using a sliding window technique, and a double-sample t-test was used to test the difference in the dReHo map between OSA patients and HCs. We explored the relationship between dReHo and clinical and cognitive function in OSA patients using Pearson correlation analysis. A support vector machine was used to classify the OSA patients and HCs based on abnormal dReHo. RESULT: Compared with HCs, OSA patients exhibited higher dReHo values in the right medial frontal gyrus and significantly lower dReHo values in the right putamen, right superior temporal gyrus, right cingulate gyrus, left insula and left precuneus. The correlation analysis showed that the abnormal dReHo values in multiple brain regions in patients with OSA were significantly correlated with nadir oxygen saturation, the oxygen depletion index, sleep period time, and Montreal cognitive assessment score. The support vector machine classification accuracy based on the dReHo difference in brain regions was 81.60%, precision was 81.01%, sensitivity was 81.01%, specificity was 82.14%, and area under the curve was 0.89. CONCLUSION: The results of this study suggested that there was abnormal dynamic regional spontaneous brain activity in patients with OSA, which was related to clinical and cognitive evaluation and can be used to distinguish OSA patients from HCs. The dReHo is a potential objective neuroimaging marker for patients with OSA that can further the understanding of the neuropathological mechanism of patients with OSA. Frontiers Media S.A. 2022-08-26 /pmc/articles/PMC9459312/ /pubmed/36090274 http://dx.doi.org/10.3389/fnins.2022.940721 Text en Copyright © 2022 Li, Shu, Liu, Xie, Li, Kong, Yu, Zeng, Huang, Long, Zeng, Li and Peng. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Li, Kunyao Shu, Yongqiang Liu, Xiang Xie, Wei Li, Panmei Kong, Linghong Yu, Pengfei Zeng, Yaping Huang, Ling Long, Ting Zeng, Li Li, Haijun Peng, Dechang Dynamic regional homogeneity alterations and cognitive impairment in patients with moderate and severe obstructive sleep apnea |
title | Dynamic regional homogeneity alterations and cognitive impairment in patients with moderate and severe obstructive sleep apnea |
title_full | Dynamic regional homogeneity alterations and cognitive impairment in patients with moderate and severe obstructive sleep apnea |
title_fullStr | Dynamic regional homogeneity alterations and cognitive impairment in patients with moderate and severe obstructive sleep apnea |
title_full_unstemmed | Dynamic regional homogeneity alterations and cognitive impairment in patients with moderate and severe obstructive sleep apnea |
title_short | Dynamic regional homogeneity alterations and cognitive impairment in patients with moderate and severe obstructive sleep apnea |
title_sort | dynamic regional homogeneity alterations and cognitive impairment in patients with moderate and severe obstructive sleep apnea |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9459312/ https://www.ncbi.nlm.nih.gov/pubmed/36090274 http://dx.doi.org/10.3389/fnins.2022.940721 |
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