利用超宽带雷达对包括睡眠呼吸紊乱在内的呼吸频率进行非接触、非约束性监测

Kazuo Chin, Shigeaki Okumura, Daisuke Endo, Kazuma Nagata, Tatsuya Ito, Kimihiko Murase, Hironobu Sunadome, Mamiko Hoshi, Hisato Hiranuma, Yutaka Kozu, Susumu Sato, Toyohiro Hirai, Yasuhiro Gon, Takuya Sakamoto, Hirofumi Taki, Toshiki Akahoshi
{"title":"利用超宽带雷达对包括睡眠呼吸紊乱在内的呼吸频率进行非接触、非约束性监测","authors":"Kazuo Chin, Shigeaki Okumura, Daisuke Endo, Kazuma Nagata, Tatsuya Ito, Kimihiko Murase, Hironobu Sunadome, Mamiko Hoshi, Hisato Hiranuma, Yutaka Kozu, Susumu Sato, Toyohiro Hirai, Yasuhiro Gon, Takuya Sakamoto, Hirofumi Taki, Toshiki Akahoshi","doi":"10.1101/2024.07.08.24310110","DOIUrl":null,"url":null,"abstract":"Background: The respiratory rate (RR) is a critical vital sign controlled by not only metabolic factors but behavior while awake. The prevalence of obstructive sleep apnea (OSA) is remarkably high. Therefore, a non-constraining and non-contact respiratory monitor to measure the RR both while awake and asleep is preferable.\nMethods: A millimeter wave radar (MWR) device was used for RR monitoring of participants suspected of OSA while awake (supine before and after polysomnography [PSG], sitting, and positioned on both sides) and asleep. Apnea and hypopnea during 1 hour of sleep (AHI) by PSG was compared with 1 hour of respiratory events (REI) judged by MWR. Portable monitoring (PM) and percutaneous arterial O2 (SpO2) monitoring were done simultaneously.\nResults: Correlations between the RR by MWR and respiratory inductance plethysmography at PSG while awake in every measured position including the supine position before and after PSG were very high (r=0.92~0.99) (n=60). The REI by MWR were significantly correlated with AHI determined by PSG, PM, or SpO2 monitoring (p<0.001). Brand-Altman plot showed that the MWR for AHI monitoring was acceptable. Predicted AHI by MWR relative to PSG was almost the same as with PM or SpO2 monitoring.\nConclusions: The developed MWR respiratory monitor was useful during wakefulness and sleep, including detection of apnea and hypopnea. This system can be useful in multiple medical settings such as critical care with and without sleep apnea, pandemic infection, elder care at home, etc.","PeriodicalId":501074,"journal":{"name":"medRxiv - Respiratory Medicine","volume":"14 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Non-contact and non-constraining monitoring of the respiratory rate including sleep disordered breathing using ultra-wideband radar\",\"authors\":\"Kazuo Chin, Shigeaki Okumura, Daisuke Endo, Kazuma Nagata, Tatsuya Ito, Kimihiko Murase, Hironobu Sunadome, Mamiko Hoshi, Hisato Hiranuma, Yutaka Kozu, Susumu Sato, Toyohiro Hirai, Yasuhiro Gon, Takuya Sakamoto, Hirofumi Taki, Toshiki Akahoshi\",\"doi\":\"10.1101/2024.07.08.24310110\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Background: The respiratory rate (RR) is a critical vital sign controlled by not only metabolic factors but behavior while awake. The prevalence of obstructive sleep apnea (OSA) is remarkably high. Therefore, a non-constraining and non-contact respiratory monitor to measure the RR both while awake and asleep is preferable.\\nMethods: A millimeter wave radar (MWR) device was used for RR monitoring of participants suspected of OSA while awake (supine before and after polysomnography [PSG], sitting, and positioned on both sides) and asleep. Apnea and hypopnea during 1 hour of sleep (AHI) by PSG was compared with 1 hour of respiratory events (REI) judged by MWR. Portable monitoring (PM) and percutaneous arterial O2 (SpO2) monitoring were done simultaneously.\\nResults: Correlations between the RR by MWR and respiratory inductance plethysmography at PSG while awake in every measured position including the supine position before and after PSG were very high (r=0.92~0.99) (n=60). The REI by MWR were significantly correlated with AHI determined by PSG, PM, or SpO2 monitoring (p<0.001). Brand-Altman plot showed that the MWR for AHI monitoring was acceptable. Predicted AHI by MWR relative to PSG was almost the same as with PM or SpO2 monitoring.\\nConclusions: The developed MWR respiratory monitor was useful during wakefulness and sleep, including detection of apnea and hypopnea. This system can be useful in multiple medical settings such as critical care with and without sleep apnea, pandemic infection, elder care at home, etc.\",\"PeriodicalId\":501074,\"journal\":{\"name\":\"medRxiv - Respiratory Medicine\",\"volume\":\"14 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-07-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"medRxiv - Respiratory Medicine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1101/2024.07.08.24310110\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv - Respiratory Medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.07.08.24310110","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

背景:呼吸频率(RR)是一种重要的生命体征,不仅受代谢因素的控制,还受清醒时行为的控制。阻塞性睡眠呼吸暂停(OSA)的发病率非常高。因此,最好使用非约束性和非接触式呼吸监测仪来测量清醒和睡眠时的呼吸频率:方法:使用毫米波雷达(MWR)设备对疑似 OSA 患者进行清醒(多导睡眠图[PSG]前后仰卧、坐姿和两侧体位)和睡眠时的 RR 监测。将 PSG 测定的睡眠 1 小时内的呼吸暂停和低通气(AHI)与 MWR 测定的 1 小时内的呼吸事件(REI)进行比较。同时进行便携式监测(PM)和经皮动脉血氧(SpO2)监测:结果:MWR 的 RR 值与 PSG 时清醒状态下各种测量体位(包括 PSG 前后的仰卧位)的呼吸电感胸透值之间的相关性非常高(r=0.92~0.99)(n=60)。MWR 的 REI 与 PSG、PM 或 SpO2 监测确定的 AHI 显著相关(p<0.001)。Brand-Altman 图显示,MWR 用于 AHI 监测是可以接受的。相对于 PSG,MWR 预测的 AHI 与 PM 或 SpO2 监测几乎相同:结论:所开发的 MWR 呼吸监测仪在清醒和睡眠状态下都很有用,包括检测呼吸暂停和低通气。该系统可在多种医疗环境中使用,如患有或不患有睡眠呼吸暂停的重症监护、大流行性感染、居家老人护理等。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Non-contact and non-constraining monitoring of the respiratory rate including sleep disordered breathing using ultra-wideband radar
Background: The respiratory rate (RR) is a critical vital sign controlled by not only metabolic factors but behavior while awake. The prevalence of obstructive sleep apnea (OSA) is remarkably high. Therefore, a non-constraining and non-contact respiratory monitor to measure the RR both while awake and asleep is preferable. Methods: A millimeter wave radar (MWR) device was used for RR monitoring of participants suspected of OSA while awake (supine before and after polysomnography [PSG], sitting, and positioned on both sides) and asleep. Apnea and hypopnea during 1 hour of sleep (AHI) by PSG was compared with 1 hour of respiratory events (REI) judged by MWR. Portable monitoring (PM) and percutaneous arterial O2 (SpO2) monitoring were done simultaneously. Results: Correlations between the RR by MWR and respiratory inductance plethysmography at PSG while awake in every measured position including the supine position before and after PSG were very high (r=0.92~0.99) (n=60). The REI by MWR were significantly correlated with AHI determined by PSG, PM, or SpO2 monitoring (p<0.001). Brand-Altman plot showed that the MWR for AHI monitoring was acceptable. Predicted AHI by MWR relative to PSG was almost the same as with PM or SpO2 monitoring. Conclusions: The developed MWR respiratory monitor was useful during wakefulness and sleep, including detection of apnea and hypopnea. This system can be useful in multiple medical settings such as critical care with and without sleep apnea, pandemic infection, elder care at home, etc.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信