{"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}
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.