Afra Nawar;Onur S. Kilic;Farhan N. Rahman;Chuoqi Chen;John A. Berkebile;Michael Chan;Amit J. Shah;Omer T. Inan
{"title":"阐明基于反射的核心-体光容积图对姿势和呼吸变化的反应性","authors":"Afra Nawar;Onur S. Kilic;Farhan N. Rahman;Chuoqi Chen;John A. Berkebile;Michael Chan;Amit J. Shah;Omer T. Inan","doi":"10.1109/JSEN.2025.3596522","DOIUrl":null,"url":null,"abstract":"At-home cardiovascular monitoring has become widespread with the commercialization of the photoplethysmogram (PPG) in wearable devices. A tremendous opportunity for comprehensive monitoring of chronotropic, inotropic, and vascular characteristics of the cardiovascular system can be unlocked if PPG data are combined with signals of other modalities at the core body. However, little is known about the quality of core-body PPG or its reactivity to environmental conditions. To elucidate core-body PPG signals, we compared the reactivity and quality of sternum and back PPG signals to finger-based PPG in 24 healthy participants during a protocol with posture and breathing changes. We found that the signal quality of core-body PPG was affected by body location, wavelength, LED/photodiode configuration, posture, and breathing pattern. Notably, reflectance-mode red-wavelength core-body quality was less than that of transmittance-mode finger red-wavelength PPG (<inline-formula> <tex-math>${p}~\\lt 0.05$ </tex-math></inline-formula>). However, green-wavelength core-body PPG quality was comparable (<inline-formula> <tex-math>${p}~\\gt 0.05$ </tex-math></inline-formula>, sternum) or significantly greater (<inline-formula> <tex-math>${p}~\\lt 0.001$ </tex-math></inline-formula>, back). We also found that PPG amplitude reactivity for core-body signals was in accordance with that of the finger (<inline-formula> <tex-math>${p}~\\gt 0.05$ </tex-math></inline-formula> or <inline-formula> <tex-math>${p}~\\lt 0.05$ </tex-math></inline-formula>, sign(<inline-formula> <tex-math>$\\mu _{\\text {core}}$ </tex-math></inline-formula>) = sign(<inline-formula> <tex-math>$\\mu _{\\text {periphery}}$ </tex-math></inline-formula>)) for posture changes but opposite (<inline-formula> <tex-math>${p}~\\lt 0.05$ </tex-math></inline-formula>, sign(<inline-formula> <tex-math>$\\mu _{\\text {core}}$ </tex-math></inline-formula>) <inline-formula> <tex-math>$\\neq $ </tex-math></inline-formula> sign(<inline-formula> <tex-math>$\\mu _{\\text {periphery}}$ </tex-math></inline-formula>)) or significantly blunted (<inline-formula> <tex-math>${p}~\\lt 0.05$ </tex-math></inline-formula>, sign(<inline-formula> <tex-math>$\\mu _{\\text {core}}$ </tex-math></inline-formula>) = sign(<inline-formula> <tex-math>$\\mu _{\\text {periphery}}$ </tex-math></inline-formula>), abs(<inline-formula> <tex-math>$\\mu _{\\text {core}}$ </tex-math></inline-formula>) < abs(<inline-formula> <tex-math>$\\mu _{\\text {periphery}}$ </tex-math></inline-formula>)) during deep and resistive breathing. We, thus, demonstrate the importance of studying the reactivity of vasculature at different sensor locations, as their reactivity to various provocations is heterogeneous. Our findings can be used to develop improved hardware for sensing core-body PPG and algorithms for interpreting the signals acquired, enabling clinicians to more comprehensively understand patient cardiovascular health.","PeriodicalId":447,"journal":{"name":"IEEE Sensors Journal","volume":"25 18","pages":"35447-35459"},"PeriodicalIF":4.3000,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Elucidating the Reactivity of Reflectance-Based Core-Body Photoplethysmogram to Posture and Respiratory Changes\",\"authors\":\"Afra Nawar;Onur S. Kilic;Farhan N. Rahman;Chuoqi Chen;John A. Berkebile;Michael Chan;Amit J. Shah;Omer T. Inan\",\"doi\":\"10.1109/JSEN.2025.3596522\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"At-home cardiovascular monitoring has become widespread with the commercialization of the photoplethysmogram (PPG) in wearable devices. A tremendous opportunity for comprehensive monitoring of chronotropic, inotropic, and vascular characteristics of the cardiovascular system can be unlocked if PPG data are combined with signals of other modalities at the core body. However, little is known about the quality of core-body PPG or its reactivity to environmental conditions. To elucidate core-body PPG signals, we compared the reactivity and quality of sternum and back PPG signals to finger-based PPG in 24 healthy participants during a protocol with posture and breathing changes. We found that the signal quality of core-body PPG was affected by body location, wavelength, LED/photodiode configuration, posture, and breathing pattern. Notably, reflectance-mode red-wavelength core-body quality was less than that of transmittance-mode finger red-wavelength PPG (<inline-formula> <tex-math>${p}~\\\\lt 0.05$ </tex-math></inline-formula>). However, green-wavelength core-body PPG quality was comparable (<inline-formula> <tex-math>${p}~\\\\gt 0.05$ </tex-math></inline-formula>, sternum) or significantly greater (<inline-formula> <tex-math>${p}~\\\\lt 0.001$ </tex-math></inline-formula>, back). We also found that PPG amplitude reactivity for core-body signals was in accordance with that of the finger (<inline-formula> <tex-math>${p}~\\\\gt 0.05$ </tex-math></inline-formula> or <inline-formula> <tex-math>${p}~\\\\lt 0.05$ </tex-math></inline-formula>, sign(<inline-formula> <tex-math>$\\\\mu _{\\\\text {core}}$ </tex-math></inline-formula>) = sign(<inline-formula> <tex-math>$\\\\mu _{\\\\text {periphery}}$ </tex-math></inline-formula>)) for posture changes but opposite (<inline-formula> <tex-math>${p}~\\\\lt 0.05$ </tex-math></inline-formula>, sign(<inline-formula> <tex-math>$\\\\mu _{\\\\text {core}}$ </tex-math></inline-formula>) <inline-formula> <tex-math>$\\\\neq $ </tex-math></inline-formula> sign(<inline-formula> <tex-math>$\\\\mu _{\\\\text {periphery}}$ </tex-math></inline-formula>)) or significantly blunted (<inline-formula> <tex-math>${p}~\\\\lt 0.05$ </tex-math></inline-formula>, sign(<inline-formula> <tex-math>$\\\\mu _{\\\\text {core}}$ </tex-math></inline-formula>) = sign(<inline-formula> <tex-math>$\\\\mu _{\\\\text {periphery}}$ </tex-math></inline-formula>), abs(<inline-formula> <tex-math>$\\\\mu _{\\\\text {core}}$ </tex-math></inline-formula>) < abs(<inline-formula> <tex-math>$\\\\mu _{\\\\text {periphery}}$ </tex-math></inline-formula>)) during deep and resistive breathing. We, thus, demonstrate the importance of studying the reactivity of vasculature at different sensor locations, as their reactivity to various provocations is heterogeneous. Our findings can be used to develop improved hardware for sensing core-body PPG and algorithms for interpreting the signals acquired, enabling clinicians to more comprehensively understand patient cardiovascular health.\",\"PeriodicalId\":447,\"journal\":{\"name\":\"IEEE Sensors Journal\",\"volume\":\"25 18\",\"pages\":\"35447-35459\"},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2025-08-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Sensors Journal\",\"FirstCategoryId\":\"103\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/11123627/\",\"RegionNum\":2,\"RegionCategory\":\"综合性期刊\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Sensors Journal","FirstCategoryId":"103","ListUrlMain":"https://ieeexplore.ieee.org/document/11123627/","RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Elucidating the Reactivity of Reflectance-Based Core-Body Photoplethysmogram to Posture and Respiratory Changes
At-home cardiovascular monitoring has become widespread with the commercialization of the photoplethysmogram (PPG) in wearable devices. A tremendous opportunity for comprehensive monitoring of chronotropic, inotropic, and vascular characteristics of the cardiovascular system can be unlocked if PPG data are combined with signals of other modalities at the core body. However, little is known about the quality of core-body PPG or its reactivity to environmental conditions. To elucidate core-body PPG signals, we compared the reactivity and quality of sternum and back PPG signals to finger-based PPG in 24 healthy participants during a protocol with posture and breathing changes. We found that the signal quality of core-body PPG was affected by body location, wavelength, LED/photodiode configuration, posture, and breathing pattern. Notably, reflectance-mode red-wavelength core-body quality was less than that of transmittance-mode finger red-wavelength PPG (${p}~\lt 0.05$ ). However, green-wavelength core-body PPG quality was comparable (${p}~\gt 0.05$ , sternum) or significantly greater (${p}~\lt 0.001$ , back). We also found that PPG amplitude reactivity for core-body signals was in accordance with that of the finger (${p}~\gt 0.05$ or ${p}~\lt 0.05$ , sign($\mu _{\text {core}}$ ) = sign($\mu _{\text {periphery}}$ )) for posture changes but opposite (${p}~\lt 0.05$ , sign($\mu _{\text {core}}$ ) $\neq $ sign($\mu _{\text {periphery}}$ )) or significantly blunted (${p}~\lt 0.05$ , sign($\mu _{\text {core}}$ ) = sign($\mu _{\text {periphery}}$ ), abs($\mu _{\text {core}}$ ) < abs($\mu _{\text {periphery}}$ )) during deep and resistive breathing. We, thus, demonstrate the importance of studying the reactivity of vasculature at different sensor locations, as their reactivity to various provocations is heterogeneous. Our findings can be used to develop improved hardware for sensing core-body PPG and algorithms for interpreting the signals acquired, enabling clinicians to more comprehensively understand patient cardiovascular health.
期刊介绍:
The fields of interest of the IEEE Sensors Journal are the theory, design , fabrication, manufacturing and applications of devices for sensing and transducing physical, chemical and biological phenomena, with emphasis on the electronics and physics aspect of sensors and integrated sensors-actuators. IEEE Sensors Journal deals with the following:
-Sensor Phenomenology, Modelling, and Evaluation
-Sensor Materials, Processing, and Fabrication
-Chemical and Gas Sensors
-Microfluidics and Biosensors
-Optical Sensors
-Physical Sensors: Temperature, Mechanical, Magnetic, and others
-Acoustic and Ultrasonic Sensors
-Sensor Packaging
-Sensor Networks
-Sensor Applications
-Sensor Systems: Signals, Processing, and Interfaces
-Actuators and Sensor Power Systems
-Sensor Signal Processing for high precision and stability (amplification, filtering, linearization, modulation/demodulation) and under harsh conditions (EMC, radiation, humidity, temperature); energy consumption/harvesting
-Sensor Data Processing (soft computing with sensor data, e.g., pattern recognition, machine learning, evolutionary computation; sensor data fusion, processing of wave e.g., electromagnetic and acoustic; and non-wave, e.g., chemical, gravity, particle, thermal, radiative and non-radiative sensor data, detection, estimation and classification based on sensor data)
-Sensors in Industrial Practice