Snoring Sound Characteristics are Associated with Common Carotid Artery Profiles in Patients with Obstructive Sleep Apnea
Hai-Hua Chuang,1– 3 Chi-Hung Liu,4 Chao-Yung Wang,5 Yu-Lun Lo,6 Guo-She Lee,7,8 Yi-Ping Chao,4,9 Hsueh-Yu Li,10 Terry BJ Kuo,11 Cheryl CH Yang,11 Liang-Yu Shyu,12 Li-Ang Lee10,11 1Department of Family Medicine, Chang Gung Memorial Hospital, Taipei Branch and Linkou Main Branch, Chang Gung University...
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Dove Medical Press
2021
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atherosclerosis common carotid artery categorical regression obstructive sleep apnea snoring ultrasound Psychiatry RC435-571 Neurophysiology and neuropsychology QP351-495 |
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atherosclerosis common carotid artery categorical regression obstructive sleep apnea snoring ultrasound Psychiatry RC435-571 Neurophysiology and neuropsychology QP351-495 Chuang HH Liu CH Wang CY Lo YL Lee GS Chao YP Li HY Kuo TBJ Yang CCH Shyu LY Lee LA Snoring Sound Characteristics are Associated with Common Carotid Artery Profiles in Patients with Obstructive Sleep Apnea |
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Hai-Hua Chuang,1– 3 Chi-Hung Liu,4 Chao-Yung Wang,5 Yu-Lun Lo,6 Guo-She Lee,7,8 Yi-Ping Chao,4,9 Hsueh-Yu Li,10 Terry BJ Kuo,11 Cheryl CH Yang,11 Liang-Yu Shyu,12 Li-Ang Lee10,11 1Department of Family Medicine, Chang Gung Memorial Hospital, Taipei Branch and Linkou Main Branch, Chang Gung University, Taoyuan, Taiwan; 2Department of Industrial Engineering and Management, National Taipei University of Technology, Taipei, Taiwan; 3Genomic Medicine Institute & Obesity Institute, Geisinger Medical, Danville, PA, USA; 4Department of Neurology, Chang Gung Memorial Hospital, Linkou Main Branch, Chang Gung University, Taoyuan, Taiwan; 5Department of Cardiology, Chang Gung Memorial Hospital, Linkou Main Branch, Chang Gung University, Taoyuan, Taiwan; 6Department of Pulmonary and Critical Care Medicine, Chang Gung Memorial Hospital, Linkou Main Branch, Chang Gung University, Taoyuan, Taiwan; 7Faculty of Medicine, National Yang-Ming University, Taipei, Taiwan; 8Department of Otolaryngology, Taipei City Hospital, Ren-Ai Branch, Taipei, Taiwan; 9Department of Computer Science and Information Engineering, Chang Gung University, Taoyuan, Taiwan; 10Department of Otorhinolaryngology-Head and Neck Surgery, Chang Gung Memorial Hospital, Linkou Main Branch, Chang Gung University, Taoyuan, Taiwan; 11Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan; 12Department of Biomedical Engineering, Chung Yuan Christian University, Taoyuan, TaiwanCorrespondence: Li-Ang LeeDepartments of Otorhinolaryngology-Head and Neck Surgery, Sleep Center, Chang Gung Memorial Hospital, Linkou Main Branch, No. 5, Fu-Hsing Street, Guishan District, Taoyuan, 33305, TaiwanTel +886 33281200 ext. 3972Fax +886 33979361Email 5738@cgmh.org.twBackground: Obstructive sleep apnea (OSA) and snoring have been reported to be modifiable risk factors for thick carotid intima-media thickness (CIMT) and carotid atherosclerosis, which are closely linked to cardiovascular disease.Methods: This cross-sectional study prospectively recruited 70 participants with OSA and without a history of carotid artery disorder, who primarily sought surgical Intervention. OSA and snoring were assessed with the Epworth Sleepiness Scale, Snore Outcomes Survey, polysomnography, and snoring sound recording. The carotid arteries were evaluated with ultrasonography and divided into three types of carotid artery profiles (normal carotid artery, thick CIMT, or significant carotid atherosclerosis). Multivariate linear/logistic/categorical regressions were performed with the forward selection approaches/logistic least absolute shrinkage and selection operator, as appropriate.Results: Normalized snoring sound energy (301– 850 Hz) was independently associated with the carotid intima-media thickness (regression coefficient [β] = 0.01, standard error [SE] = 0.004, P = 0.03; R2 = 0.067) and type of carotid profile (β = 0.40, SE = 0.09, P < 0.001; R2 = 0.156). Normalized snoring sound energy (4– 300 Hz) (β = − 0.10, SE = 0.04, P = 0.01) and female sex (β = 1.90, SE = 0.94, P = 0.04) were independently related to the presence of carotid stenosis (R2 = 0.159). The optimal regression model of the type of carotid artery profile included normalized snoring sound energy (301– 850 Hz) (β = 0.33, SE = 0.14, P = 0.03), snoring time (β = 0.26, SE = 0.13, P = 0.047), female sex (β = 0.26, SE = 0.13, P = 0.047), and increased age (β = 0.20, SE = 0.10, P = 0.04) under the control of the Snore Outcomes Survey score, 3% oxygen desaturation index, snoring sound energy (4– 1500 Hz), normalized snoring sound energy (851– 1500 Hz), cigarette smoking, and hyperlipidemia (R2 = 0.427).Conclusion: Our findings suggested that snoring sound characteristics are associated with carotid artery profiles among early OSA patients who cannot be noticed by ultrasound because organic changes of the carotid artery have not yet started. Future studies are warranted to verify the clinical significance of the results.Keywords: atherosclerosis, common carotid artery, categorical regression, obstructive sleep apnea, snoring, ultrasound |
| format |
article |
| author |
Chuang HH Liu CH Wang CY Lo YL Lee GS Chao YP Li HY Kuo TBJ Yang CCH Shyu LY Lee LA |
| author_facet |
Chuang HH Liu CH Wang CY Lo YL Lee GS Chao YP Li HY Kuo TBJ Yang CCH Shyu LY Lee LA |
| author_sort |
Chuang HH |
| title |
Snoring Sound Characteristics are Associated with Common Carotid Artery Profiles in Patients with Obstructive Sleep Apnea |
| title_short |
Snoring Sound Characteristics are Associated with Common Carotid Artery Profiles in Patients with Obstructive Sleep Apnea |
| title_full |
Snoring Sound Characteristics are Associated with Common Carotid Artery Profiles in Patients with Obstructive Sleep Apnea |
| title_fullStr |
Snoring Sound Characteristics are Associated with Common Carotid Artery Profiles in Patients with Obstructive Sleep Apnea |
| title_full_unstemmed |
Snoring Sound Characteristics are Associated with Common Carotid Artery Profiles in Patients with Obstructive Sleep Apnea |
| title_sort |
snoring sound characteristics are associated with common carotid artery profiles in patients with obstructive sleep apnea |
| publisher |
Dove Medical Press |
| publishDate |
2021 |
| url |
https://doaj.org/article/e5f29bde5947410ea70e6c699d063de0 |
| work_keys_str_mv |
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1718384264387493888 |
| spelling |
oai:doaj.org-article:e5f29bde5947410ea70e6c699d063de02021-12-02T16:17:56ZSnoring Sound Characteristics are Associated with Common Carotid Artery Profiles in Patients with Obstructive Sleep Apnea1179-1608https://doaj.org/article/e5f29bde5947410ea70e6c699d063de02021-07-01T00:00:00Zhttps://www.dovepress.com/snoring-sound-characteristics-are-associated-with-common-carotid-arter-peer-reviewed-fulltext-article-NSShttps://doaj.org/toc/1179-1608Hai-Hua Chuang,1– 3 Chi-Hung Liu,4 Chao-Yung Wang,5 Yu-Lun Lo,6 Guo-She Lee,7,8 Yi-Ping Chao,4,9 Hsueh-Yu Li,10 Terry BJ Kuo,11 Cheryl CH Yang,11 Liang-Yu Shyu,12 Li-Ang Lee10,11 1Department of Family Medicine, Chang Gung Memorial Hospital, Taipei Branch and Linkou Main Branch, Chang Gung University, Taoyuan, Taiwan; 2Department of Industrial Engineering and Management, National Taipei University of Technology, Taipei, Taiwan; 3Genomic Medicine Institute & Obesity Institute, Geisinger Medical, Danville, PA, USA; 4Department of Neurology, Chang Gung Memorial Hospital, Linkou Main Branch, Chang Gung University, Taoyuan, Taiwan; 5Department of Cardiology, Chang Gung Memorial Hospital, Linkou Main Branch, Chang Gung University, Taoyuan, Taiwan; 6Department of Pulmonary and Critical Care Medicine, Chang Gung Memorial Hospital, Linkou Main Branch, Chang Gung University, Taoyuan, Taiwan; 7Faculty of Medicine, National Yang-Ming University, Taipei, Taiwan; 8Department of Otolaryngology, Taipei City Hospital, Ren-Ai Branch, Taipei, Taiwan; 9Department of Computer Science and Information Engineering, Chang Gung University, Taoyuan, Taiwan; 10Department of Otorhinolaryngology-Head and Neck Surgery, Chang Gung Memorial Hospital, Linkou Main Branch, Chang Gung University, Taoyuan, Taiwan; 11Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan; 12Department of Biomedical Engineering, Chung Yuan Christian University, Taoyuan, TaiwanCorrespondence: Li-Ang LeeDepartments of Otorhinolaryngology-Head and Neck Surgery, Sleep Center, Chang Gung Memorial Hospital, Linkou Main Branch, No. 5, Fu-Hsing Street, Guishan District, Taoyuan, 33305, TaiwanTel +886 33281200 ext. 3972Fax +886 33979361Email 5738@cgmh.org.twBackground: Obstructive sleep apnea (OSA) and snoring have been reported to be modifiable risk factors for thick carotid intima-media thickness (CIMT) and carotid atherosclerosis, which are closely linked to cardiovascular disease.Methods: This cross-sectional study prospectively recruited 70 participants with OSA and without a history of carotid artery disorder, who primarily sought surgical Intervention. OSA and snoring were assessed with the Epworth Sleepiness Scale, Snore Outcomes Survey, polysomnography, and snoring sound recording. The carotid arteries were evaluated with ultrasonography and divided into three types of carotid artery profiles (normal carotid artery, thick CIMT, or significant carotid atherosclerosis). Multivariate linear/logistic/categorical regressions were performed with the forward selection approaches/logistic least absolute shrinkage and selection operator, as appropriate.Results: Normalized snoring sound energy (301– 850 Hz) was independently associated with the carotid intima-media thickness (regression coefficient [β] = 0.01, standard error [SE] = 0.004, P = 0.03; R2 = 0.067) and type of carotid profile (β = 0.40, SE = 0.09, P < 0.001; R2 = 0.156). Normalized snoring sound energy (4– 300 Hz) (β = − 0.10, SE = 0.04, P = 0.01) and female sex (β = 1.90, SE = 0.94, P = 0.04) were independently related to the presence of carotid stenosis (R2 = 0.159). The optimal regression model of the type of carotid artery profile included normalized snoring sound energy (301– 850 Hz) (β = 0.33, SE = 0.14, P = 0.03), snoring time (β = 0.26, SE = 0.13, P = 0.047), female sex (β = 0.26, SE = 0.13, P = 0.047), and increased age (β = 0.20, SE = 0.10, P = 0.04) under the control of the Snore Outcomes Survey score, 3% oxygen desaturation index, snoring sound energy (4– 1500 Hz), normalized snoring sound energy (851– 1500 Hz), cigarette smoking, and hyperlipidemia (R2 = 0.427).Conclusion: Our findings suggested that snoring sound characteristics are associated with carotid artery profiles among early OSA patients who cannot be noticed by ultrasound because organic changes of the carotid artery have not yet started. Future studies are warranted to verify the clinical significance of the results.Keywords: atherosclerosis, common carotid artery, categorical regression, obstructive sleep apnea, snoring, ultrasoundChuang HHLiu CHWang CYLo YLLee GSChao YPLi HYKuo TBJYang CCHShyu LYLee LADove Medical Pressarticleatherosclerosiscommon carotid arterycategorical regressionobstructive sleep apneasnoringultrasoundPsychiatryRC435-571Neurophysiology and neuropsychologyQP351-495ENNature and Science of Sleep, Vol Volume 13, Pp 1243-1255 (2021) |