Evaluation of Candidate Measures for Home-Based Screening of Sleep Disordered Breathing in Taiwanese Bus Drivers

Background: Sleepiness-at-the-wheel has been identified as a major cause of highway accidents. The aim of our study is identifying the candidate measures for home-based screening of sleep disordered breathing in Taiwanese bus drivers, instead of polysomnography. Methods: Overnight polysomnography ac...

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Main Authors: Hua Ting, Ren-Jing Huang, Ching-Hsiang Lai, Shen-Wen Chang, Ai-Hui Chung, Teng-Yao Kuo, Ching-Haur Chang, Tung-Sheng Shih, Shin-Da Lee
Format: Article
Language:English
Published: MDPI AG 2014-05-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/14/5/8126
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spelling doaj-877b5ec461d347c0b92484bfe483e1092020-11-25T02:28:46ZengMDPI AGSensors1424-82202014-05-011458126814910.3390/s140508126s140508126Evaluation of Candidate Measures for Home-Based Screening of Sleep Disordered Breathing in Taiwanese Bus DriversHua Ting0Ren-Jing Huang1Ching-Hsiang Lai2Shen-Wen Chang3Ai-Hui Chung4Teng-Yao Kuo5Ching-Haur Chang6Tung-Sheng Shih7Shin-Da Lee8Department of Physical Medicine and Rehabilitation, Chung-Shan Medical University Hospital, Chung-Shan Medical University, Taichung 40201, TaiwanCenter of Sleep Medicine, Chung-Shan Medical University Hospital, Chung-Shan Medical University, Taichung 40245, TaiwanDepartment of Medical Informatics, Chung Shan Medical University, Taichung 40201, TaiwanCenter of Sleep Medicine, Chung-Shan Medical University Hospital, Chung-Shan Medical University, Taichung 40245, TaiwanCenter of Sleep Medicine, Chung-Shan Medical University Hospital, Chung-Shan Medical University, Taichung 40245, TaiwanPhD Program of Mechanical and Aeronautical Engineering, Feng Chia University, Taichung 40724, TaiwanDepartment of Photonics and Communication Engineering, Asia University, Taichung 41354, TaiwanInstitute of Labor Policy and Occupational Safety and Health, Ministry of Labor Affairs, Executive Yuan, Taipei 22143, TaiwanSchool of Rehabilitation Medicine, Shanghai University of TCM, Shanghai 201203, ChinaBackground: Sleepiness-at-the-wheel has been identified as a major cause of highway accidents. The aim of our study is identifying the candidate measures for home-based screening of sleep disordered breathing in Taiwanese bus drivers, instead of polysomnography. Methods: Overnight polysomnography accompanied with simultaneous measurements of alternative screening devices (pulse oximetry, ApneaLink, and Actigraphy), heart rate variability, wake-up systolic blood pressure and questionnaires were completed by 151 eligible participants who were long-haul bus drivers with a duty period of more than 12 h a day and duty shifting. Results: 63.6% of professional bus drivers were diagnosed as having sleep disordered breathing and had a higher body mass index, neck circumference, systolic blood pressure, arousal index and desaturation index than those professional bus drivers without evidence of sleep disordered breathing. Simple home-based candidate measures: (1) Pulse oximetry, oxygen-desaturation indices by ≥3% and 4% (r = 0.87~0.92); (2) Pulse oximetry, pulse-rising indices by ≥7% and 8% from a baseline (r = 0.61~0.89); and (3) ApneaLink airflow detection, apnea-hypopnea indices (r = 0.70~0.70), based on recording-time or Actigraphy-corrected total sleep time were all significantly correlated with, and had high agreement with, corresponding polysomnographic apnea-hypopnea indices [(1) 94.5%~96.6%, (2) 93.8%~97.2%, (3) 91.1%~91.3%, respectively]. Conversely, no validities of SDB screening were found in the multi-variables apnea prediction questionnaire, Epworth Sleepiness Scale, night-sleep heart rate variability, wake-up systolic blood pressure and anthropometric variables. Conclusions: The indices of pulse oximetry and apnea flow detection are eligible criteria for home-based screening of sleep disordered breathing, specifically for professional drivers.http://www.mdpi.com/1424-8220/14/5/8126diagnostic techniques and procedurespolysomnographyoximetryobstructive sleep apnea
collection DOAJ
language English
format Article
sources DOAJ
author Hua Ting
Ren-Jing Huang
Ching-Hsiang Lai
Shen-Wen Chang
Ai-Hui Chung
Teng-Yao Kuo
Ching-Haur Chang
Tung-Sheng Shih
Shin-Da Lee
spellingShingle Hua Ting
Ren-Jing Huang
Ching-Hsiang Lai
Shen-Wen Chang
Ai-Hui Chung
Teng-Yao Kuo
Ching-Haur Chang
Tung-Sheng Shih
Shin-Da Lee
Evaluation of Candidate Measures for Home-Based Screening of Sleep Disordered Breathing in Taiwanese Bus Drivers
Sensors
diagnostic techniques and procedures
polysomnography
oximetry
obstructive sleep apnea
author_facet Hua Ting
Ren-Jing Huang
Ching-Hsiang Lai
Shen-Wen Chang
Ai-Hui Chung
Teng-Yao Kuo
Ching-Haur Chang
Tung-Sheng Shih
Shin-Da Lee
author_sort Hua Ting
title Evaluation of Candidate Measures for Home-Based Screening of Sleep Disordered Breathing in Taiwanese Bus Drivers
title_short Evaluation of Candidate Measures for Home-Based Screening of Sleep Disordered Breathing in Taiwanese Bus Drivers
title_full Evaluation of Candidate Measures for Home-Based Screening of Sleep Disordered Breathing in Taiwanese Bus Drivers
title_fullStr Evaluation of Candidate Measures for Home-Based Screening of Sleep Disordered Breathing in Taiwanese Bus Drivers
title_full_unstemmed Evaluation of Candidate Measures for Home-Based Screening of Sleep Disordered Breathing in Taiwanese Bus Drivers
title_sort evaluation of candidate measures for home-based screening of sleep disordered breathing in taiwanese bus drivers
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2014-05-01
description Background: Sleepiness-at-the-wheel has been identified as a major cause of highway accidents. The aim of our study is identifying the candidate measures for home-based screening of sleep disordered breathing in Taiwanese bus drivers, instead of polysomnography. Methods: Overnight polysomnography accompanied with simultaneous measurements of alternative screening devices (pulse oximetry, ApneaLink, and Actigraphy), heart rate variability, wake-up systolic blood pressure and questionnaires were completed by 151 eligible participants who were long-haul bus drivers with a duty period of more than 12 h a day and duty shifting. Results: 63.6% of professional bus drivers were diagnosed as having sleep disordered breathing and had a higher body mass index, neck circumference, systolic blood pressure, arousal index and desaturation index than those professional bus drivers without evidence of sleep disordered breathing. Simple home-based candidate measures: (1) Pulse oximetry, oxygen-desaturation indices by ≥3% and 4% (r = 0.87~0.92); (2) Pulse oximetry, pulse-rising indices by ≥7% and 8% from a baseline (r = 0.61~0.89); and (3) ApneaLink airflow detection, apnea-hypopnea indices (r = 0.70~0.70), based on recording-time or Actigraphy-corrected total sleep time were all significantly correlated with, and had high agreement with, corresponding polysomnographic apnea-hypopnea indices [(1) 94.5%~96.6%, (2) 93.8%~97.2%, (3) 91.1%~91.3%, respectively]. Conversely, no validities of SDB screening were found in the multi-variables apnea prediction questionnaire, Epworth Sleepiness Scale, night-sleep heart rate variability, wake-up systolic blood pressure and anthropometric variables. Conclusions: The indices of pulse oximetry and apnea flow detection are eligible criteria for home-based screening of sleep disordered breathing, specifically for professional drivers.
topic diagnostic techniques and procedures
polysomnography
oximetry
obstructive sleep apnea
url http://www.mdpi.com/1424-8220/14/5/8126
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