1
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Franklin D, Tzavelis A, Lee JY, Chung HU, Trueb J, Arafa H, Kwak SS, Huang I, Liu Y, Rathod M, Wu J, Liu H, Wu C, Pandit JA, Ahmad FS, McCarthy PM, Rogers JA. Synchronized wearables for the detection of haemodynamic states via electrocardiography and multispectral photoplethysmography. Nat Biomed Eng 2023; 7:1229-1241. [PMID: 37783757 PMCID: PMC10653655 DOI: 10.1038/s41551-023-01098-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 08/18/2023] [Indexed: 10/04/2023]
Abstract
Cardiovascular health is typically monitored by measuring blood pressure. Here we describe a wireless on-skin system consisting of synchronized sensors for chest electrocardiography and peripheral multispectral photoplethysmography for the continuous monitoring of metrics related to vascular resistance, cardiac output and blood-pressure regulation. We used data from the sensors to train a support-vector-machine model for the classification of haemodynamic states (resulting from exposure to heat or cold, physical exercise, breath holding, performing the Valsalva manoeuvre or from vasopressor administration during post-operative hypotension) that independently affect blood pressure, cardiac output and vascular resistance. The model classified the haemodynamic states on the basis of an unseen subset of sensor data for 10 healthy individuals, 20 patients with hypertension undergoing haemodynamic stimuli and 15 patients recovering from cardiac surgery, with an average precision of 0.878 and an overall area under the receiver operating characteristic curve of 0.958. The multinodal sensor system may provide clinically actionable insights into haemodynamic states for use in the management of cardiovascular disease.
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Affiliation(s)
- Daniel Franklin
- Institute of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada.
- Ted Rogers Centre for Heart Research, Peter Munk Cardiac Centre, University Health Network, Toronto, Onatrio, Canada.
| | - Andreas Tzavelis
- Medical Scientist Training Program, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | | | | | - Jacob Trueb
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Hany Arafa
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Sung Soo Kwak
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Ivy Huang
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, USA
| | - Yiming Liu
- Department of Electrical and Computer Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, USA
| | - Megh Rathod
- Institute of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
- Ted Rogers Centre for Heart Research, Peter Munk Cardiac Centre, University Health Network, Toronto, Onatrio, Canada
| | - Jonathan Wu
- Institute of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
- Ted Rogers Centre for Heart Research, Peter Munk Cardiac Centre, University Health Network, Toronto, Onatrio, Canada
| | - Haolin Liu
- Institute of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
- Ted Rogers Centre for Heart Research, Peter Munk Cardiac Centre, University Health Network, Toronto, Onatrio, Canada
| | - Changsheng Wu
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, USA
| | - Jay A Pandit
- Scripps Research Translational Institute, San Diego, CA, USA
| | - Faraz S Ahmad
- Division of Cardiology, Department of Medicine, Bluhm Cardiovascular Institute, Northwestern University, Chicago, IL, USA
| | - Patrick M McCarthy
- Division of Cardiac Surgery, Department of Surgery, Bluhm Cardiovascular Institute, Northwestern University, Chicago, IL, USA
| | - John A Rogers
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, USA.
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA.
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, USA.
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
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2
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Wong JN, Walter JR, Conrad EC, Seshadri DR, Lee JY, Gonzalez H, Reuther W, Hong SJ, Pini N, Marsillio L, Moskalyk K, Vicenteno M, Padilla E, Gann O, Chung HU, Ryu D, du Plessis C, Odendaal HJ, Fifer WP, Wu JY, Xu S. A comprehensive wireless neurological and cardiopulmonary monitoring platform for pediatrics. PLOS Digit Health 2023; 2:e0000291. [PMID: 37410727 PMCID: PMC10325120 DOI: 10.1371/journal.pdig.0000291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 06/01/2023] [Indexed: 07/08/2023]
Abstract
Neurodevelopment in the first 10 years of life is a critical time window during which milestones that define an individual's functional potential are achieved. Comprehensive multimodal neurodevelopmental monitoring is particularly crucial for socioeconomically disadvantaged, marginalized, historically underserved and underrepresented communities as well as medically underserved areas. Solutions designed for use outside the traditional clinical environment represent an opportunity for addressing such health inequalities. In this work, we present an experimental platform, ANNE EEG, which adds 16-channel cerebral activity monitoring to the existing, USA FDA-cleared ANNE wireless monitoring platform which provides continuous electrocardiography, respiratory rate, pulse oximetry, motion, and temperature measurements. The system features low-cost consumables, real-time control and streaming with widely available mobile devices, and fully wearable operation to allow a child to remain in their naturalistic environment. This multi-center pilot study successfully collected ANNE EEG recordings from 91 neonatal and pediatric patients at academic quaternary pediatric care centers and in LMIC settings. We demonstrate the practicality and feasibility to conduct electroencephalography studies with high levels of accuracy, validated via both quantitative and qualitative metrics, compared against gold standard systems. An overwhelming majority of parents surveyed during studies indicated not only an overall preference for the wireless system, but also that its use would improve their children's physical and emotional health. Our findings demonstrate the potential for the ANNE system to perform multimodal monitoring to screen for a variety of neurologic diseases that have the potential to negatively impact neurodevelopment.
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Affiliation(s)
- Jeremy N. Wong
- Epilepsy Center, Division of Pediatric Neurology, Lurie Children’s Hospital of Chicago, Chicago, Illinois, United States of America
- Department of Pediatrics, Division of Neurology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
| | - Jessica R. Walter
- Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
| | - Erin C. Conrad
- Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | | | - Jong Yoon Lee
- Sibel Inc., Niles, Illinois, United States of America
| | | | | | - Sue J. Hong
- Department of Pediatrics, Division of Neurology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
- Division of Critical Care, Lurie Children’s Hospital of Chicago, Chicago, Illinois, United States of America
- Department of Pediatrics, Division of Critical Care, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
| | - Nicolò Pini
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York, United States of America
- Division of Developmental Neuroscience, New York State Psychiatric Institute, New York, New York, United States of America
| | - Lauren Marsillio
- Division of Critical Care, Lurie Children’s Hospital of Chicago, Chicago, Illinois, United States of America
- Department of Pediatrics, Division of Critical Care, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
| | - Khrystyna Moskalyk
- Epilepsy Center, Division of Pediatric Neurology, Lurie Children’s Hospital of Chicago, Chicago, Illinois, United States of America
| | - Mariana Vicenteno
- Epilepsy Center, Division of Pediatric Neurology, Lurie Children’s Hospital of Chicago, Chicago, Illinois, United States of America
| | - Erik Padilla
- Epilepsy Center, Division of Pediatric Neurology, Lurie Children’s Hospital of Chicago, Chicago, Illinois, United States of America
| | - Olivia Gann
- Sibel Inc., Niles, Illinois, United States of America
| | - Ha Uk Chung
- Sibel Inc., Niles, Illinois, United States of America
| | - Dennis Ryu
- Sibel Inc., Niles, Illinois, United States of America
| | - Carlie du Plessis
- Department of Obstetrics and Gynecology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Hein J. Odendaal
- Department of Obstetrics and Gynecology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - William P. Fifer
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York, United States of America
- Division of Developmental Neuroscience, New York State Psychiatric Institute, New York, New York, United States of America
- Department of Pediatrics, Columbia University Irving Medical Center, New York, New York, United States of America
| | - Joyce Y. Wu
- Epilepsy Center, Division of Pediatric Neurology, Lurie Children’s Hospital of Chicago, Chicago, Illinois, United States of America
- Department of Pediatrics, Division of Neurology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
| | - Shuai Xu
- Sibel Inc., Niles, Illinois, United States of America
- Simpson Querrey Institute, Northwestern University, Chicago, Illinois, United States of America
- Department of Biomedical Engineering, Northwestern University, Evanston, Illinois, United States of America
- Department of Dermatology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
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3
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Oh YS, Kim JH, Xie Z, Cho S, Han H, Jeon SW, Park M, Namkoong M, Avila R, Song Z, Lee SU, Ko K, Lee J, Lee JS, Min WG, Lee BJ, Choi M, Chung HU, Kim J, Han M, Koo J, Choi YS, Kwak SS, Kim SB, Kim J, Choi J, Kang CM, Kim JU, Kwon K, Won SM, Baek JM, Lee Y, Kim SY, Lu W, Vazquez-Guardado A, Jeong H, Ryu H, Lee G, Kim K, Kim S, Kim MS, Choi J, Choi DY, Yang Q, Zhao H, Bai W, Jang H, Yu Y, Lim J, Guo X, Kim BH, Jeon S, Davies C, Banks A, Sung HJ, Huang Y, Park I, Rogers JA. Author Correction: Battery-free, wireless soft sensors for continuous multi-site measurements of pressure and temperature from patients at risk for pressure injuries. Nat Commun 2021; 12:6827. [PMID: 34795252 PMCID: PMC8602244 DOI: 10.1038/s41467-021-26984-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Yong Suk Oh
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Jae-Hwan Kim
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA.,Department of Materials Science and Engineering, University of Illinois at Urbana Champaign, Urbana, IL, USA.,Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Zhaoqian Xie
- State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian, People's Republic of China.,Ningbo Institute of Dalian University of Technology, Ningbo, People's Republic of China
| | - Seokjoo Cho
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Hyeonseok Han
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Sung Woo Jeon
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Minsu Park
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Myeong Namkoong
- Department of Biomedical Engineering, Texas A&M University, College Station, TX, USA
| | - Raudel Avila
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA
| | - Zhen Song
- State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian, People's Republic of China.,Ningbo Institute of Dalian University of Technology, Ningbo, People's Republic of China
| | - Sung-Uk Lee
- Advanced 3D Printing Technology Development Division, Korea Atomic Energy Research Institute, Daejeon, Republic of Korea
| | | | | | - Je-Sang Lee
- Department of Rehabilitation Medicine, Gimhae Hansol Rehabilitation & Convalescent Hospital, Gimhae, Republic of Korea
| | - Weon Gi Min
- Department of Planning and Development, Gimhae Hansol Rehabilitation & Convalescent Hospital, Gimhae, Republic of Korea
| | - Byeong-Ju Lee
- Department of Rehabilitation Medicine, Pusan national university hospital, Busan, Republic of Korea
| | - Myungwoo Choi
- Department of Materials Science and Engineering, KAIST Institute for The Nanocentury (KINC), Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | | | - Jongwon Kim
- Sibel Health Inc, Niles, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA.,Department of Mechanical Engineering, Kyung Hee University, Yongin, Republic of Korea
| | - Mengdi Han
- Department of Biomedical Engineering, College of Future Technology, Peking University, Beijing, People's Republic of China
| | - Jahyun Koo
- School of Biomedical Engineering, Korea University, Seoul, Republic of Korea.,Interdisciplinary Program in Precision Public Health, Korea University, Seoul, Republic of Korea
| | - Yeon Sik Choi
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA.,Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA
| | - Sung Soo Kwak
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Sung Bong Kim
- Department of Materials Science and Engineering, University of Illinois at Urbana Champaign, Urbana, IL, USA.,Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Jeonghyun Kim
- Department of Electronic Convergence Engineering, Kwangwoon University, Seoul, Republic of Korea
| | - Jungil Choi
- School of Mechanical Engineering, Kookmin University, Seoul, Republic of Korea
| | - Chang-Mo Kang
- Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL, USA
| | - Jong Uk Kim
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA.,School of Chemical Engineering, Sungkyunkwan University, Suwon, Republic of Korea
| | - Kyeongha Kwon
- School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Sang Min Won
- Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, Republic of Korea
| | - Janice Mihyun Baek
- Department of Materials Science and Engineering, University of Illinois at Urbana Champaign, Urbana, IL, USA
| | - Yujin Lee
- Department of Materials Science and Engineering, University of Illinois at Urbana Champaign, Urbana, IL, USA
| | - So Young Kim
- Department of Materials Science and Engineering, University of Illinois at Urbana Champaign, Urbana, IL, USA
| | - Wei Lu
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Abraham Vazquez-Guardado
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA.,Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Hyoyoung Jeong
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Hanjun Ryu
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Geumbee Lee
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA.,Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA
| | - Kyuyoung Kim
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Seunghwan Kim
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Min Seong Kim
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Jungrak Choi
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Dong Yun Choi
- Biomedical Manufacturing Technology Center, Korea Institute of Industrial Technology (KITECH), Yeongcheon, Republic of Korea
| | - Quansan Yang
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA
| | - Hangbo Zhao
- Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Wubin Bai
- Department of Applied Physical Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Hokyung Jang
- Department of Electrical and Computer Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | | | - Jaeman Lim
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Xu Guo
- State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian, People's Republic of China.,Ningbo Institute of Dalian University of Technology, Ningbo, People's Republic of China
| | - Bong Hoon Kim
- Department of Organic Materials and Fiber Engineering, Soongsil University, Seoul, Republic of Korea
| | - Seokwoo Jeon
- Department of Materials Science and Engineering, KAIST Institute for The Nanocentury (KINC), Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Charles Davies
- Carle Neuroscience Institute, Carle, Physician Group, Urbana, IL, USA
| | - Anthony Banks
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA.,Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Hyung Jin Sung
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Yonggang Huang
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA. .,Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA. .,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA. .,Departments of Civil and Environmental Engineering, Northwestern University, Evanston, IL, USA.
| | - Inkyu Park
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea.
| | - John A Rogers
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA. .,Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA. .,Department of Materials Science and Engineering, KAIST Institute for The Nanocentury (KINC), Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea. .,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA. .,Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA. .,Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
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4
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Kwak SS, Yoo S, Avila R, Chung HU, Jeong H, Liu C, Vogl JL, Kim J, Yoon HJ, Park Y, Ryu H, Lee G, Kim J, Koo J, Oh YS, Kim S, Xu S, Zhao Z, Xie Z, Huang Y, Rogers JA. Skin-Integrated Devices with Soft, Holey Architectures for Wireless Physiological Monitoring, With Applications in the Neonatal Intensive Care Unit. Adv Mater 2021; 33:e2103974. [PMID: 34510572 DOI: 10.1002/adma.202103974] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 07/28/2021] [Indexed: 06/13/2023]
Abstract
Continuous monitoring of vital signs is an essential aspect of operations in neonatal and pediatric intensive care units (NICUs and PICUs), of particular importance to extremely premature and/or critically ill patients. Current approaches require multiple sensors taped to the skin and connected via hard-wired interfaces to external data acquisition electronics. The adhesives can cause iatrogenic injuries to fragile, underdeveloped skin, and the wires can complicate even the most routine tasks in patient care. Here, materials strategies and design concepts are introduced that significantly improve these platforms through the use of optimized materials, open (i.e., "holey") layouts and precurved designs. These schemes 1) reduce the stresses at the skin interface, 2) facilitate release of interfacial moisture from transepidermal water loss, 3) allow visual inspection of the skin for rashes or other forms of irritation, 4) enable triggered reduction of adhesion to reduce the probability for injuries that can result from device removal. A combination of systematic benchtop testing and computational modeling identifies the essential mechanisms and key considerations. Demonstrations on adult volunteers and on a neonate in an operating NICUs illustrate a broad range of capabilities in continuous, clinical-grade monitoring of conventional vital signs, and unconventional indicators of health status.
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Affiliation(s)
- Sung Soo Kwak
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, 60208, USA
| | - Seonggwang Yoo
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, 60208, USA
| | - Raudel Avila
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, 60208, USA
| | | | - Hyoyoung Jeong
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, 60208, USA
| | - Claire Liu
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, 60208, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Jamie L Vogl
- Division of Pediatric Autonomic Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, 60611, USA
| | - Joohee Kim
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, 60208, USA
| | - Hong-Joon Yoon
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, 60208, USA
| | - Yoonseok Park
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, 60208, USA
| | - Hanjun Ryu
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, 60208, USA
| | - Geumbee Lee
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, 60208, USA
| | - Jihye Kim
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, 60208, USA
| | - Jahyun Koo
- School of Biomedical Engineering, Korea University, Seoul, 02841, Republic of Korea
- Interdisciplinary Program in Precision Public Health, Korea University, Seoul, 02841, Republic of Korea
| | - Yong Suk Oh
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, 34141, Republic of Korea
| | - Sungbong Kim
- Department of Materials Science and Engineering, University of Illinois at Urbana Champaign, Urbana, IL, 61801, USA
| | - Shuai Xu
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, 60208, USA
- Sibel Health, Niles, IL, 60714, USA
- Department of Dermatology, Division of Dermatology, Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - Zichen Zhao
- State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian, 116024, China
- Ningbo Institute of Dalian University of Technology, Ningbo, 315016, China
| | - Zhaoqian Xie
- State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian, 116024, China
- Ningbo Institute of Dalian University of Technology, Ningbo, 315016, China
| | - Yonggang Huang
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, 60208, USA
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, 60208, USA
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL, 60208, USA
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - John A Rogers
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, 60208, USA
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, 60208, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, 60208, USA
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL, 60208, USA
- Department of Chemistry, Northwestern University, Evanston, IL, 60208, USA
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
- Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL, 60208, USA
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5
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Liu C, Kim J, Kwak SS, Hourlier‐Fargette A, Avila R, Vogl J, Tzavelis A, Chung HU, Lee JY, Kim DH, Ryu D, Fields KB, Ciatti JL, Li S, Irie M, Bradley A, Shukla A, Chavez J, Dunne EC, Kim SS, Kim J, Park JB, Jo HH, Kim J, Johnson MC, Kwak JW, Madhvapathy SR, Xu S, Rand CM, Marsillio LE, Hong SJ, Huang Y, Weese‐Mayer DE, Rogers JA. Wireless, Skin‐Interfaced Devices for Pediatric Critical Care: Application to Continuous, Noninvasive Blood Pressure Monitoring (Adv. Healthcare Mater. 17/2021). Adv Healthc Mater 2021. [DOI: 10.1002/adhm.202170080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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6
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Liu C, Kim J, Kwak SS, Hourlier‐Fargette A, Avila R, Vogl J, Tzavelis A, Chung HU, Lee JY, Kim DH, Ryu D, Fields KB, Ciatti JL, Li S, Irie M, Bradley A, Shukla A, Chavez J, Dunne EC, Kim SS, Kim J, Park JB, Jo HH, Kim J, Johnson MC, Kwak JW, Madhvapathy SR, Xu S, Rand CM, Marsillio LE, Hong SJ, Huang Y, Weese‐Mayer DE, Rogers JA. Wireless, Skin-Interfaced Devices for Pediatric Critical Care: Application to Continuous, Noninvasive Blood Pressure Monitoring. Adv Healthc Mater 2021; 10:e2100383. [PMID: 33938638 DOI: 10.1002/adhm.202100383] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 03/22/2021] [Indexed: 12/16/2022]
Abstract
Indwelling arterial lines, the clinical gold standard for continuous blood pressure (BP) monitoring in the pediatric intensive care unit (PICU), have significant drawbacks due to their invasive nature, ischemic risk, and impediment to natural body movement. A noninvasive, wireless, and accurate alternative would greatly improve the quality of patient care. Recently introduced classes of wireless, skin-interfaced devices offer capabilities in continuous, precise monitoring of physiologic waveforms and vital signs in pediatric and neonatal patients, but have not yet been employed for continuous tracking of systolic and diastolic BP-critical for guiding clinical decision-making in the PICU. The results presented here focus on materials and mechanics that optimize the system-level properties of these devices to enhance their reliable use in this context, achieving full compatibility with the range of body sizes, skin types, and sterilization schemes typically encountered in the PICU. Systematic analysis of the data from these devices on 23 pediatric patients, yields derived, noninvasive BP values that can be quantitatively validated against direct recordings from arterial lines. The results from this diverse cohort, including those under pharmacological protocols, suggest that wireless, skin-interfaced devices can, in certain circumstances of practical utility, accurately and continuously monitor BP in the PICU patient population.
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7
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Oh YS, Kim JH, Xie Z, Cho S, Han H, Jeon SW, Park M, Namkoong M, Avila R, Song Z, Lee SU, Ko K, Lee J, Lee JS, Min WG, Lee BJ, Choi M, Chung HU, Kim J, Han M, Koo J, Choi YS, Kwak SS, Kim SB, Kim J, Choi J, Kang CM, Kim JU, Kwon K, Won SM, Baek JM, Lee Y, Kim SY, Lu W, Vazquez-Guardado A, Jeong H, Ryu H, Lee G, Kim K, Kim S, Kim MS, Choi J, Choi DY, Yang Q, Zhao H, Bai W, Jang H, Yu Y, Lim J, Guo X, Kim BH, Jeon S, Davies C, Banks A, Sung HJ, Huang Y, Park I, Rogers JA. Battery-free, wireless soft sensors for continuous multi-site measurements of pressure and temperature from patients at risk for pressure injuries. Nat Commun 2021; 12:5008. [PMID: 34429436 PMCID: PMC8385057 DOI: 10.1038/s41467-021-25324-w] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 07/27/2021] [Indexed: 02/03/2023] Open
Abstract
Capabilities for continuous monitoring of pressures and temperatures at critical skin interfaces can help to guide care strategies that minimize the potential for pressure injuries in hospitalized patients or in individuals confined to the bed. This paper introduces a soft, skin-mountable class of sensor system for this purpose. The design includes a pressure-responsive element based on membrane deflection and a battery-free, wireless mode of operation capable of multi-site measurements at strategic locations across the body. Such devices yield continuous, simultaneous readings of pressure and temperature in a sequential readout scheme from a pair of primary antennas mounted under the bedding and connected to a wireless reader and a multiplexer located at the bedside. Experimental evaluation of the sensor and the complete system includes benchtop measurements and numerical simulations of the key features. Clinical trials involving two hemiplegic patients and a tetraplegic patient demonstrate the feasibility, functionality and long-term stability of this technology in operating hospital settings.
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Affiliation(s)
- Yong Suk Oh
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Jae-Hwan Kim
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Department of Materials Science and Engineering, University of Illinois at Urbana Champaign, Urbana, IL, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Zhaoqian Xie
- State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian, People's Republic of China
- Ningbo Institute of Dalian University of Technology, Ningbo, People's Republic of China
| | - Seokjoo Cho
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Hyeonseok Han
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Sung Woo Jeon
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Minsu Park
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Myeong Namkoong
- Department of Biomedical Engineering, Texas A&M University, College Station, TX, USA
| | - Raudel Avila
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA
| | - Zhen Song
- State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian, People's Republic of China
- Ningbo Institute of Dalian University of Technology, Ningbo, People's Republic of China
| | - Sung-Uk Lee
- Advanced 3D Printing Technology Development Division, Korea Atomic Energy Research Institute, Daejeon, Republic of Korea
| | | | | | - Je-Sang Lee
- Department of Rehabilitation Medicine, Gimhae Hansol Rehabilitation & Convalescent Hospital, Gimhae, Republic of Korea
| | - Weon Gi Min
- Department of Planning and Development, Gimhae Hansol Rehabilitation & Convalescent Hospital, Gimhae, Republic of Korea
| | - Byeong-Ju Lee
- Department of Rehabilitation Medicine, Pusan national university hospital, Busan, Republic of Korea
| | - Myungwoo Choi
- Department of Materials Science and Engineering, KAIST Institute for The Nanocentury (KINC), Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | | | - Jongwon Kim
- Sibel Health Inc, Niles, IL, USA
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA
- Department of Mechanical Engineering, Kyung Hee University, Yongin, Republic of Korea
| | - Mengdi Han
- Department of Biomedical Engineering, College of Future Technology, Peking University, Beijing, People's Republic of China
| | - Jahyun Koo
- School of Biomedical Engineering, Korea University, Seoul, Republic of Korea
- Interdisciplinary Program in Precision Public Health, Korea University, Seoul, Republic of Korea
| | - Yeon Sik Choi
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA
| | - Sung Soo Kwak
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Sung Bong Kim
- Department of Materials Science and Engineering, University of Illinois at Urbana Champaign, Urbana, IL, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Jeonghyun Kim
- Department of Electronic Convergence Engineering, Kwangwoon University, Seoul, Republic of Korea
| | - Jungil Choi
- School of Mechanical Engineering, Kookmin University, Seoul, Republic of Korea
| | - Chang-Mo Kang
- Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL, USA
| | - Jong Uk Kim
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
- School of Chemical Engineering, Sungkyunkwan University, Suwon, Republic of Korea
| | - Kyeongha Kwon
- School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Sang Min Won
- Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, Republic of Korea
| | - Janice Mihyun Baek
- Department of Materials Science and Engineering, University of Illinois at Urbana Champaign, Urbana, IL, USA
| | - Yujin Lee
- Department of Materials Science and Engineering, University of Illinois at Urbana Champaign, Urbana, IL, USA
| | - So Young Kim
- Department of Materials Science and Engineering, University of Illinois at Urbana Champaign, Urbana, IL, USA
| | - Wei Lu
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Abraham Vazquez-Guardado
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Hyoyoung Jeong
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Hanjun Ryu
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Geumbee Lee
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA
| | - Kyuyoung Kim
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Seunghwan Kim
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Min Seong Kim
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Jungrak Choi
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Dong Yun Choi
- Biomedical Manufacturing Technology Center, Korea Institute of Industrial Technology (KITECH), Yeongcheon, Republic of Korea
| | - Quansan Yang
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA
| | - Hangbo Zhao
- Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Wubin Bai
- Department of Applied Physical Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Hokyung Jang
- Department of Electrical and Computer Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | | | - Jaeman Lim
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Xu Guo
- State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian, People's Republic of China
- Ningbo Institute of Dalian University of Technology, Ningbo, People's Republic of China
| | - Bong Hoon Kim
- Department of Organic Materials and Fiber Engineering, Soongsil University, Seoul, Republic of Korea
| | - Seokwoo Jeon
- Department of Materials Science and Engineering, KAIST Institute for The Nanocentury (KINC), Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Charles Davies
- Carle Neuroscience Institute, Carle, Physician Group, Urbana, IL, USA
| | - Anthony Banks
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA
| | - Hyung Jin Sung
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Yonggang Huang
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA.
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA.
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA.
- Departments of Civil and Environmental Engineering, Northwestern University, Evanston, IL, USA.
| | - Inkyu Park
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea.
| | - John A Rogers
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA.
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL, USA.
- Department of Materials Science and Engineering, KAIST Institute for The Nanocentury (KINC), Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea.
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA.
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA.
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
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8
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Kwak JW, Han M, Xie Z, Chung HU, Lee JY, Avila R, Yohay J, Chen X, Liang C, Patel M, Jung I, Kim J, Namkoong M, Kwon K, Guo X, Ogle C, Grande D, Ryu D, Kim DH, Madhvapathy S, Liu C, Yang DS, Park Y, Caldwell R, Banks A, Xu S, Huang Y, Fatone S, Rogers JA. Wireless sensors for continuous, multimodal measurements at the skin interface with lower limb prostheses. Sci Transl Med 2021; 12:12/574/eabc4327. [PMID: 33328330 DOI: 10.1126/scitranslmed.abc4327] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 11/17/2020] [Indexed: 12/16/2022]
Abstract
Precise form-fitting of prosthetic sockets is important for the comfort and well-being of persons with limb amputations. Capabilities for continuous monitoring of pressure and temperature at the skin-prosthesis interface can be valuable in the fitting process and in monitoring for the development of dangerous regions of increased pressure and temperature as limb volume changes during daily activities. Conventional pressure transducers and temperature sensors cannot provide comfortable, irritation-free measurements because of their relatively rigid construction and requirements for wired interfaces to external data acquisition hardware. Here, we introduce a millimeter-scale pressure sensor that adopts a soft, three-dimensional design that integrates into a thin, flexible battery-free, wireless platform with a built-in temperature sensor to allow operation in a noninvasive, imperceptible fashion directly at the skin-prosthesis interface. The sensor system mounts on the surface of the skin of the residual limb, in single or multiple locations of interest. A wireless reader module attached to the outside of the prosthetic socket wirelessly provides power to the sensor and wirelessly receives data from it, for continuous long-range transmission to a standard consumer electronic device such as a smartphone or tablet computer. Characterization of both the sensor and the system, together with theoretical analysis of the key responses, illustrates linear, accurate responses and the ability to address the entire range of relevant pressures and to capture skin temperature accurately, both in a continuous mode. Clinical application in two prosthesis users demonstrates the functionality and feasibility of this soft, wireless system.
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Affiliation(s)
- Jean Won Kwak
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA.,Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Mengdi Han
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
| | - Zhaoqian Xie
- State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, International Research Center for Computational Mechanics, Dalian University of Technology, Dalian 116023, China
| | | | | | - Raudel Avila
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Jessica Yohay
- Prosthetics-Orthotics Center, Northwestern University, Chicago, IL 60611, USA
| | - Xuexian Chen
- Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Cunman Liang
- Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, School of Mechanical Engineering, Tianjin University, Tianjin, China
| | - Manish Patel
- University of Illinois College of Medicine at Chicago, Chicago, IL 60612, USA
| | - Inhwa Jung
- Department of Mechanical Engineering, Kyung Hee University, Yongin 17104, South Korea
| | - Jongwon Kim
- Department of Mechanical Engineering, Kyung Hee University, Yongin 17104, South Korea.,Photo-Electronic Hybrids Research Center, Korea Institute of Science and Technology (KIST), Seoul 136-791, South Korea
| | - Myeong Namkoong
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA.,Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Kyeongha Kwon
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
| | - Xu Guo
- State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, International Research Center for Computational Mechanics, Dalian University of Technology, Dalian 116023, China
| | | | | | | | | | - Surabhi Madhvapathy
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Claire Liu
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Da Som Yang
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
| | - Yoonseok Park
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
| | - Ryan Caldwell
- Prosthetics-Orthotics Center, Northwestern University, Chicago, IL 60611, USA.,Scheck & Siress Prosthetics and Orthotics, Schaumburg, IL 60173, USA
| | - Anthony Banks
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
| | - Shuai Xu
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA.,Sibel Inc., Evanston, IL 60208, USA.,Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Yonggang Huang
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Stefania Fatone
- Prosthetics-Orthotics Center, Northwestern University, Chicago, IL 60611, USA
| | - John A Rogers
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA. .,Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
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9
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Jeong H, Lee JY, Lee K, Kang YJ, Kim JT, Avila R, Tzavelis A, Kim J, Ryu H, Kwak SS, Kim JU, Banks A, Jang H, Chang JK, Li S, Mummidisetty CK, Park Y, Nappi S, Chun KS, Lee YJ, Kwon K, Ni X, Chung HU, Luan H, Kim JH, Wu C, Xu S, Banks A, Jayaraman A, Huang Y, Rogers JA. Differential cardiopulmonary monitoring system for artifact-canceled physiological tracking of athletes, workers, and COVID-19 patients. Sci Adv 2021; 7:eabg3092. [PMID: 33980495 PMCID: PMC8115927 DOI: 10.1126/sciadv.abg3092] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 03/22/2021] [Indexed: 05/27/2023]
Abstract
Soft, skin-integrated electronic sensors can provide continuous measurements of diverse physiological parameters, with broad relevance to the future of human health care. Motion artifacts can, however, corrupt the recorded signals, particularly those associated with mechanical signatures of cardiopulmonary processes. Design strategies introduced here address this limitation through differential operation of a matched, time-synchronized pair of high-bandwidth accelerometers located on parts of the anatomy that exhibit strong spatial gradients in motion characteristics. When mounted at a location that spans the suprasternal notch and the sternal manubrium, these dual-sensing devices allow measurements of heart rate and sounds, respiratory activities, body temperature, body orientation, and activity level, along with swallowing, coughing, talking, and related processes, without sensitivity to ambient conditions during routine daily activities, vigorous exercises, intense manual labor, and even swimming. Deployments on patients with COVID-19 allow clinical-grade ambulatory monitoring of the key symptoms of the disease even during rehabilitation protocols.
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Affiliation(s)
- Hyoyoung Jeong
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
| | - Jong Yoon Lee
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- Sibel Health, Niles, IL 60714, USA
| | - KunHyuck Lee
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Youn J Kang
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
| | - Jin-Tae Kim
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
| | - Raudel Avila
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Andreas Tzavelis
- Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Joohee Kim
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
| | - Hanjun Ryu
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
| | - Sung Soo Kwak
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- School of Advanced Materials Science and Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
| | - Jong Uk Kim
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- School of Chemical Engineering, SKKU, Suwon 16419, Republic of Korea
| | - Aaron Banks
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
| | - Hokyung Jang
- Department of Electrical and Computer Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA
| | | | - Shupeng Li
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Chaithanya K Mummidisetty
- Max Nader Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab, Chicago, IL 60611, USA
| | - Yoonseok Park
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
| | - Simone Nappi
- Department of Civil Engineering and Computer Science Engineering, University of Rome Tor Vergata, Via del Politecnico, 1, 00133, Rome, Italy
| | - Keum San Chun
- Electrical and Computer Engineering, Cockrell School of Engineering, The University of Texas at Austin, Austin, TX 78712, USA
| | - Young Joong Lee
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Kyeongha Kwon
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon 34141, Republic of Korea
| | - Xiaoyue Ni
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC 27708, USA
| | | | - Haiwen Luan
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Jae-Hwan Kim
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Changsheng Wu
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
| | - Shuai Xu
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- Sibel Health, Niles, IL 60714, USA
- Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Anthony Banks
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- Wearifi Inc., Evanston, IL 60201, USA
| | - Arun Jayaraman
- Max Nader Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab, Chicago, IL 60611, USA
- Departments of Physical Medicine and Rehabilitation and Physical Therapy and Human Movement Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Yonggang Huang
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA
| | - John A Rogers
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
- Departments of Electrical and Computer Engineering and Chemistry, Northwestern University, Evanston, IL 60208, USA
- Department of Neurological Surgery, Northwestern University, Evanston, IL 60208, USA
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10
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Chun KS, Kang YJ, Lee JY, Nguyen M, Lee B, Lee R, Jo HH, Allen E, Chen H, Kim J, Yu L, Ni X, Lee K, Jeong H, Lee J, Park Y, Chung HU, Li AW, Lio PA, Yang AF, Fishbein AB, Paller AS, Rogers JA, Xu S. A skin-conformable wireless sensor to objectively quantify symptoms of pruritus. Sci Adv 2021; 7:7/18/eabf9405. [PMID: 33931455 PMCID: PMC8087407 DOI: 10.1126/sciadv.abf9405] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 03/15/2021] [Indexed: 05/27/2023]
Abstract
Itch is a common clinical symptom and major driver of disease-related morbidity across a wide range of medical conditions. A substantial unmet need is for objective, accurate measurements of itch. In this article, we present a noninvasive technology to objectively quantify scratching behavior via a soft, flexible, and wireless sensor that captures the acousto-mechanic signatures of scratching from the dorsum of the hand. A machine learning algorithm validated on data collected from healthy subjects (n = 10) indicates excellent performance relative to smartwatch-based approaches. Clinical validation in a cohort of predominately pediatric patients (n = 11) with moderate to severe atopic dermatitis included 46 sleep-nights totaling 378.4 hours. The data indicate an accuracy of 99.0% (84.3% sensitivity, 99.3% specificity) against visual observation. This work suggests broad capabilities relevant to applications ranging from assessing the efficacy of drugs for conditions that cause itch to monitoring disease severity and treatment response.
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Affiliation(s)
- Keum San Chun
- Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX 78712, USA
| | - Youn J Kang
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Jong Yoon Lee
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- Sibel Health, Niles, IL 60714, USA
| | - Morgan Nguyen
- Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Brad Lee
- Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | | | | | - Emily Allen
- Department of Dermatology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Hope Chen
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | | | - Lian Yu
- Electrical and Computer Engineering, University of Illinois at Champaign-Urbana, Champaign, IL 61801, USA
| | - Xiaoyue Ni
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC 27708, USA
| | - KunHyuck Lee
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Hyoyoung Jeong
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | | | - Yoonseok Park
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Ha Uk Chung
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Sibel Health, Niles, IL 60714, USA
| | - Alvin W Li
- Department of Dermatology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Peter A Lio
- Chicago Eczema Center, Chicago, IL 60654, USA
| | - Albert F Yang
- Department of Dermatology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Anna B Fishbein
- Department of Pediatrics (Allergy and Immunology), Ann & Robert H. Lurie Children's Hospital, Chicago, IL 60611, USA
| | - Amy S Paller
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Department of Dermatology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
- Department of Pediatrics (Dermatology), Ann & Robert H. Lurie Children's Hospital, Chicago, IL 60611, USA
| | - John A Rogers
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Shuai Xu
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Department of Pediatrics (Allergy and Immunology), Ann & Robert H. Lurie Children's Hospital, Chicago, IL 60611, USA
- Department of Pediatrics (Dermatology), Ann & Robert H. Lurie Children's Hospital, Chicago, IL 60611, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
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11
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Madhvapathy SR, Wang H, Kong J, Zhang M, Lee JY, Park JB, Jang H, Xie Z, Cao J, Avila R, Wei C, D'Angelo V, Zhu J, Chung HU, Coughlin S, Patel M, Winograd J, Lim J, Banks A, Xu S, Huang Y, Rogers JA. Reliable, low-cost, fully integrated hydration sensors for monitoring and diagnosis of inflammatory skin diseases in any environment. Sci Adv 2020; 6:6/49/eabd7146. [PMID: 33277260 PMCID: PMC7821898 DOI: 10.1126/sciadv.abd7146] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Accepted: 10/22/2020] [Indexed: 05/21/2023]
Abstract
Present-day dermatological diagnostic tools are expensive, time-consuming, require substantial operational expertise, and typically probe only the superficial layers of skin (~15 μm). We introduce a soft, battery-free, noninvasive, reusable skin hydration sensor (SHS) adherable to most of the body surface. The platform measures volumetric water content (up to ~1 mm in depth) and wirelessly transmits data to any near-field communication-compatible smartphone. The SHS is readily manufacturable, comprises unique powering and encapsulation strategies, and achieves high measurement precision (±5% volumetric water content) and resolution (±0.015°C skin surface temperature). Validation on n = 16 healthy/normal human participants reveals an average skin water content of ~63% across multiple body locations. Pilot studies on patients with atopic dermatitis (AD), psoriasis, urticaria, xerosis cutis, and rosacea highlight the diagnostic capability of the SHS (P AD = 0.0034) and its ability to study impact of topical treatments on skin diseases.
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Affiliation(s)
- Surabhi R Madhvapathy
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Heling Wang
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Jessy Kong
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Michael Zhang
- Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Vanderbilt University School of Medicine, Nashville, TN 37240, USA
| | - Jong Yoon Lee
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Sibel Inc., Evanston, IL 60208, USA
| | - Jun Bin Park
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Sibel Inc., Evanston, IL 60208, USA
| | - Hokyung Jang
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Zhaoqian Xie
- State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, International Research Center for Computational Mechanics, Dalian University of Technology, Dalian 116024, China
| | | | - Raudel Avila
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Chen Wei
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Vincent D'Angelo
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Jason Zhu
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Chemistry, Northwestern University, Evanston, IL 60208, USA
| | - Ha Uk Chung
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Sibel Inc., Evanston, IL 60208, USA
| | - Sarah Coughlin
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Manish Patel
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- University of Illinois College of Medicine at Chicago, Chicago, IL 60612, USA
| | - Joshua Winograd
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Jaeman Lim
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Anthony Banks
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Shuai Xu
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA.
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Yonggang Huang
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - John A Rogers
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Chicago, IL 60611, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208, USA
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Chemistry, Northwestern University, Evanston, IL 60208, USA
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12
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Hourlier-Fargette A, Schon S, Xue Y, Avila R, Li W, Gao Y, Liu C, Kim SB, Raj MS, Fields KB, Parsons BV, Lee K, Lee JY, Chung HU, Lee SP, Johnson M, Bandodkar AJ, Gutruf P, Model JB, Aranyosi AJ, Choi J, Ray TR, Ghaffari R, Huang Y, Rogers JA. Skin-interfaced soft microfluidic systems with modular and reusable electronics for in situ capacitive sensing of sweat loss, rate and conductivity. Lab Chip 2020; 20:4391-4403. [PMID: 33089837 PMCID: PMC10556535 DOI: 10.1039/d0lc00705f] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Important insights into human health can be obtained through the non-invasive collection and detailed analysis of sweat, a biofluid that contains a wide range of essential biomarkers. Skin-interfaced microfluidic platforms, characterized by soft materials and thin geometries, offer a collection of capabilities for in situ capture, storage, and analysis of sweat and its constituents. In ambulatory uses cases, the ability to provide real-time feedback on sweat loss, rate and content, without visual inspection of the device, can be important. This paper introduces a low-profile skin-interfaced system that couples disposable microfluidic sampling devices with reusable 'stick-on' electrodes and wireless readout electronics that remain isolated from the sweat. An ultra-thin capping layer on the microfluidic platform permits high-sensitivity, contactless capacitive measurements of both sweat loss and sweat conductivity. This architecture avoids the potential for corrosion of the sensing components and eliminates the need for cleaning/sterilizing the electronics, thereby resulting in a cost-effective platform that is simple to use. Optimized electrode designs follow from a combination of extensive benchtop testing, analytical calculations and FEA simulations for two sensing configurations: (1) sweat rate and loss, and (2) sweat conductivity, which contains information about electrolyte content. Both configurations couple to a flexible, wireless electronics platform that digitizes and transmits information to Bluetooth-enabled devices. On-body field testing during physical exercise validates the performance of the system in scenarios of practical relevance to human health and performance.
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13
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Chung HU, Rwei AY, Hourlier-Fargette A, Xu S, Lee K, Dunne EC, Xie Z, Liu C, Carlini A, Kim DH, Ryu D, Kulikova E, Cao J, Odland IC, Fields KB, Hopkins B, Banks A, Ogle C, Grande D, Park JB, Kim J, Irie M, Jang H, Lee J, Park Y, Kim J, Jo HH, Hahm H, Avila R, Xu Y, Namkoong M, Kwak JW, Suen E, Paulus MA, Kim RJ, Parsons BV, Human KA, Kim SS, Patel M, Reuther W, Kim HS, Lee SH, Leedle JD, Yun Y, Rigali S, Son T, Jung I, Arafa H, Soundararajan VR, Ollech A, Shukla A, Bradley A, Schau M, Rand CM, Marsillio LE, Harris ZL, Huang Y, Hamvas A, Paller AS, Weese-Mayer DE, Lee JY, Rogers JA. Skin-interfaced biosensors for advanced wireless physiological monitoring in neonatal and pediatric intensive-care units. Nat Med 2020; 26:418-429. [PMID: 32161411 PMCID: PMC7315772 DOI: 10.1038/s41591-020-0792-9] [Citation(s) in RCA: 148] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2019] [Accepted: 02/05/2020] [Indexed: 11/29/2022]
Abstract
Standard of care management in neonatal and pediatric intensive care units (NICUs and PICUs) involve continuous monitoring of vital signs with hard-wired devices that adhere to the skin and, in certain instances, include catheter-loaded pressure sensors that insert into the arteries. These protocols involve risks for complications and impediments to clinical care and skin-to-skin contact between parent and child. Here we present a wireless, non-invasive technology that not only offers measurement equivalency to these management standards but also supports a range of important additional features (without limitations or shortcomings of existing approaches), supported by data from pilot clinical studies in the neonatal intensive care unit (NICU) and pediatric ICU (PICU). The combined capabilities of these platforms extend beyond clinical quality measurements of vital signs (heart rate, respiration rate, temperature and blood oxygenation) to include novel modalities for (1) tracking movements and changes in body orientation, (2) quantifying the physiological benefits of skin-to-skin care (e.g. Kangaroo care) for neonates, (3) capturing acoustic signatures of cardiac activity by directly measuring mechanical vibrations generated through the skin on the chest, (4) recording vocal biomarkers associated with tonality and temporal characteristics of crying impervious to confounding ambient noise, and (5) monitoring a reliable surrogate for systolic blood pressure. The results have potential to significantly enhance the quality of neonatal and pediatric critical care.
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Affiliation(s)
- Ha Uk Chung
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA.,Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Alina Y Rwei
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Aurélie Hourlier-Fargette
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Shuai Xu
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - KunHyuck Lee
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA
| | - Emma C Dunne
- Division of Pediatric Autonomic Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Zhaoqian Xie
- State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian, China
| | - Claire Liu
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Andrea Carlini
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA
| | - Dong Hyun Kim
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Dennis Ryu
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Sibel Inc, Evanston, IL, USA
| | | | | | - Ian C Odland
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Kelsey B Fields
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA
| | - Brad Hopkins
- Division of Pediatric Autonomic Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Anthony Banks
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Christopher Ogle
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Dominic Grande
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Jun Bin Park
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Jongwon Kim
- Photo-Electronic Hybrids Research Center, Korea Institute of Science and Technology (KIST), Seoul, South Korea.,Department of Mechanical Engineering, Kyung Hee University, Yongin, Republic of Korea
| | - Masahiro Irie
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA.,Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Hokyung Jang
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | | | - Yerim Park
- Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Jungwoo Kim
- Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Han Heul Jo
- Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Hyoungjo Hahm
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Raudel Avila
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA.,Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA.,Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL, USA
| | - Yeshou Xu
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA.,Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA.,Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL, USA.,Key Laboratory of C&PC Structures of the Ministry of Education, Southeast University, Nanjing, China
| | - Myeong Namkoong
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Jean Won Kwak
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA
| | - Emily Suen
- Department of Neurobiology, Northwestern University, Evanston, IL, USA
| | - Max A Paulus
- Department of Biology, Northwestern University, Evanston, IL, USA
| | - Robin J Kim
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Blake V Parsons
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Kelia A Human
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Seung Sik Kim
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Manish Patel
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA.,Sibel Inc, Evanston, IL, USA.,University of Illinois College of Medicine at Chicago, Chicago, IL, USA
| | - William Reuther
- Department of Graphic Design and Industrial Design at North Carolina State University, Raleigh, NC, USA
| | - Hyun Soo Kim
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA.,Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Sung Hoon Lee
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | | | - Yeojeong Yun
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | | | - Taeyoung Son
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Inhwa Jung
- Department of Mechanical Engineering, Kyung Hee University, Yongin, Republic of Korea
| | - Hany Arafa
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Vinaya R Soundararajan
- Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Ayelet Ollech
- Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Avani Shukla
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Allison Bradley
- Division of Pediatric Autonomic Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Molly Schau
- Division of Neonatology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Casey M Rand
- Division of Pediatric Autonomic Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.,Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Lauren E Marsillio
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.,Division of Pediatric Critical Care Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Zena L Harris
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.,Division of Pediatric Critical Care Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Yonggang Huang
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA.,Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA.,Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL, USA
| | - Aaron Hamvas
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.,Division of Neonatology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.,Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Amy S Paller
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA.,Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Debra E Weese-Mayer
- Division of Pediatric Autonomic Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA. .,Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA. .,Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA.
| | - Jong Yoon Lee
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA. .,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA. .,Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA. .,Sibel Inc, Evanston, IL, USA.
| | - John A Rogers
- Simpson Querrey Institute, Northwestern University, Chicago, IL, USA. .,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL, USA. .,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA. .,Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA. .,Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL, USA. .,Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA. .,Department of Chemistry, Northwestern University, Evanston, IL, USA. .,Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
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14
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Lee K, Ni X, Lee JY, Arafa H, Pe DJ, Xu S, Avila R, Irie M, Lee JH, Easterlin RL, Kim DH, Chung HU, Olabisi OO, Getaneh S, Chung E, Hill M, Bell J, Jang H, Liu C, Park JB, Kim J, Kim SB, Mehta S, Pharr M, Tzavelis A, Reeder JT, Huang I, Deng Y, Xie Z, Davies CR, Huang Y, Rogers JA. Mechano-acoustic sensing of physiological processes and body motions via a soft wireless device placed at the suprasternal notch. Nat Biomed Eng 2019; 4:148-158. [PMID: 31768002 PMCID: PMC7035153 DOI: 10.1038/s41551-019-0480-6] [Citation(s) in RCA: 137] [Impact Index Per Article: 27.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Accepted: 10/11/2019] [Indexed: 01/23/2023]
Abstract
Skin-mounted soft electronics incorporating high-bandwidth triaxial accelerometers can provide broad classes of physiologically relevant information, such as mechanoacoustic signatures of underlying body processes (such as those captured by a stethoscope) and precision kinematics of core body motions. Here, we describe a wireless device designed to be conformally placed on the suprasternal notch for the continuous measurement of mechanoacoustic signals, from subtle vibrations of the skin at accelerations of ~10−3 m·s−2 to large motions of the entire body at ~10 m·s−2, and at frequencies up to ~800 Hz. Because th measurements are a complex superposition of signals that arise from locomotion, body orientation, swallowing, respiration, cardiac activity, vocal-fold vibrations and other sources, we used frequency-domain analysis and machine learning to obtain, from human subjects during natural daily activities and exercise, real-time recordings of heart rate, respiration rate, energy intensity and other essential vital signs, as well as talking time and cadence, swallow counts and patterns, and other unconventional biomarkers. We also used the device in sleep laboratories, and validated the measurements via polysomnography.
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Affiliation(s)
- KunHyuck Lee
- Simpson Querry Institute, Northwestern University, Chicago, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA
| | - Xiaoyue Ni
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Jong Yoon Lee
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Hany Arafa
- Simpson Querry Institute, Northwestern University, Chicago, IL, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - David J Pe
- Department of Chemistry, Northwestern University, Evanston, IL, USA
| | - Shuai Xu
- Simpson Querry Institute, Northwestern University, Chicago, IL, USA.,Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Raudel Avila
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA.,Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL, USA.,Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA
| | - Masahiro Irie
- Simpson Querry Institute, Northwestern University, Chicago, IL, USA.,Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL, USA
| | - Joo Hee Lee
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Ryder L Easterlin
- Department of Molecular Biosciences, Northwestern University, Evanston, IL, USA
| | - Dong Hyun Kim
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Ha Uk Chung
- Simpson Querry Institute, Northwestern University, Chicago, IL, USA.,Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL, USA
| | - Omolara O Olabisi
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Selam Getaneh
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA
| | - Esther Chung
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Marc Hill
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Jeremy Bell
- Department of Economics, Northwestern University, Evanston, IL, USA
| | - Hokyung Jang
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Claire Liu
- Simpson Querry Institute, Northwestern University, Chicago, IL, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Jun Bin Park
- Department of Statistics, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Jungwoo Kim
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Sung Bong Kim
- Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Sunita Mehta
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Matt Pharr
- Department of Mechanical Engineering, Texas A&M University, College Station, TX, USA
| | - Andreas Tzavelis
- Medical Scientist Training Program, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Jonathan T Reeder
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA.,Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA
| | - Ivy Huang
- Simpson Querry Institute, Northwestern University, Chicago, IL, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA
| | - Yujun Deng
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA.,Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA.,Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL, USA.,Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA.,State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China
| | - Zhaoqian Xie
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA. .,Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA. .,Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL, USA. .,Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA. .,State Key Laboratory of Structural Analysis for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian, China.
| | - Charles R Davies
- Carle Neuroscience Institute, Carle Physician Group, Urbana, IL, USA.
| | - Yonggang Huang
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA. .,Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA. .,Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL, USA. .,Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA.
| | - John A Rogers
- Simpson Querry Institute, Northwestern University, Chicago, IL, USA. .,Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA. .,Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, USA. .,Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA. .,Department of Chemistry, Northwestern University, Evanston, IL, USA. .,Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA. .,Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL, USA. .,Department of Neurological Surgery, Northwestern University, Evanston, IL, USA.
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15
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Han S, Kim J, Won SM, Ma Y, Kang D, Xie Z, Lee KT, Chung HU, Banks A, Min S, Heo SY, Davies CR, Lee JW, Lee CH, Kim BH, Li K, Zhou Y, Wei C, Feng X, Huang Y, Rogers JA. Battery-free, wireless sensors for full-body pressure and temperature mapping. Sci Transl Med 2019; 10:10/435/eaan4950. [PMID: 29618561 DOI: 10.1126/scitranslmed.aan4950] [Citation(s) in RCA: 129] [Impact Index Per Article: 25.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Accepted: 02/13/2018] [Indexed: 01/13/2023]
Abstract
Thin, soft, skin-like sensors capable of precise, continuous measurements of physiological health have broad potential relevance to clinical health care. Use of sensors distributed over a wide area for full-body, spatiotemporal mapping of physiological processes would be a considerable advance for this field. We introduce materials, device designs, wireless power delivery and communication strategies, and overall system architectures for skin-like, battery-free sensors of temperature and pressure that can be used across the entire body. Combined experimental and theoretical investigations of the sensor operation and the modes for wireless addressing define the key features of these systems. Studies with human subjects in clinical sleep laboratories and in adjustable hospital beds demonstrate functionality of the sensors, with potential implications for monitoring of circadian cycles and mitigating risks for pressure-induced skin ulcers.
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Affiliation(s)
- Seungyong Han
- Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.,Department of Mechanical Engineering, Ajou University, San 5, Woncheon-Dong, Yeongtong-Gu, Suwon 16499, Republic of Korea
| | - Jeonghyun Kim
- Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.,Department of Electronics Convergence Engineering, Kwangwoon University, Seoul, Republic of Korea
| | - Sang Min Won
- Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Yinji Ma
- Applied Mechanics Laboratory, Department of Engineering Mechanics, Center for Mechanics and Materials, Tsinghua University, Beijing 100084, China.,Department of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Daeshik Kang
- Department of Mechanical Engineering, Ajou University, San 5, Woncheon-Dong, Yeongtong-Gu, Suwon 16499, Republic of Korea
| | - Zhaoqian Xie
- Applied Mechanics Laboratory, Department of Engineering Mechanics, Center for Mechanics and Materials, Tsinghua University, Beijing 100084, China.,Department of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Kyu-Tae Lee
- Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Ha Uk Chung
- Departments of Materials Science and Engineering, Biomedical Engineering, Neurological Surgery, Chemistry, Mechanical Engineering, Electrical Engineering and Computer Science; Center for Bio-Integrated Electronics; Simpson Querrey Institute for Nano/Biotechnology; Northwestern University, Evanston, IL 60208, USA
| | - Anthony Banks
- Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Seunghwan Min
- Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Seung Yun Heo
- Departments of Materials Science and Engineering, Biomedical Engineering, Neurological Surgery, Chemistry, Mechanical Engineering, Electrical Engineering and Computer Science; Center for Bio-Integrated Electronics; Simpson Querrey Institute for Nano/Biotechnology; Northwestern University, Evanston, IL 60208, USA
| | - Charles R Davies
- Neurology and Sleep Medicine Carle Physician Group, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Jung Woo Lee
- Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.,School of Materials Science and Engineering, Pusan National University, Busan 609-735, Republic of Korea
| | - Chi-Hwan Lee
- Weldon School of Biomedical Engineering, School of Mechanical Engineering, Center for Implantable Devices, Birck Nanotechnology Center, Purdue University, West Lafayette, IN 47907, USA
| | - Bong Hoon Kim
- Departments of Materials Science and Engineering, Biomedical Engineering, Neurological Surgery, Chemistry, Mechanical Engineering, Electrical Engineering and Computer Science; Center for Bio-Integrated Electronics; Simpson Querrey Institute for Nano/Biotechnology; Northwestern University, Evanston, IL 60208, USA
| | - Kan Li
- Department of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Yadong Zhou
- Department of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Engineering Mechanics, Southeast University, Nanjing 210096, China
| | - Chen Wei
- Department of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Xue Feng
- Applied Mechanics Laboratory, Department of Engineering Mechanics, Center for Mechanics and Materials, Tsinghua University, Beijing 100084, China
| | - Yonggang Huang
- Department of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.
| | - John A Rogers
- Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA. .,Departments of Materials Science and Engineering, Biomedical Engineering, Neurological Surgery, Chemistry, Mechanical Engineering, Electrical Engineering and Computer Science; Center for Bio-Integrated Electronics; Simpson Querrey Institute for Nano/Biotechnology; Northwestern University, Evanston, IL 60208, USA
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16
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Chung HU, Kim BH, Lee JY, Lee J, Xie Z, Ibler EM, Lee K, Banks A, Jeong JY, Kim J, Ogle C, Grande D, Yu Y, Jang H, Assem P, Ryu D, Kwak JW, Namkoong M, Park JB, Lee Y, Kim DH, Ryu A, Jeong J, You K, Ji B, Liu Z, Huo Q, Feng X, Deng Y, Xu Y, Jang KI, Kim J, Zhang Y, Ghaffari R, Rand CM, Schau M, Hamvas A, Weese-Mayer DE, Huang Y, Lee SM, Lee CH, Shanbhag NR, Paller AS, Xu S, Rogers JA. Binodal, wireless epidermal electronic systems with in-sensor analytics for neonatal intensive care. Science 2019; 363:363/6430/eaau0780. [PMID: 30819934 PMCID: PMC6510306 DOI: 10.1126/science.aau0780] [Citation(s) in RCA: 279] [Impact Index Per Article: 55.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 01/04/2019] [Indexed: 12/25/2022]
Abstract
Existing vital signmonitoring systems in the neonatal intensive care unit (NICU) requiremultiple wires connected to rigid sensors with strongly adherent interfaces to the skin.We introduce a pair of ultrathin, soft, skin-like electronic devices whose coordinated, wireless operation reproduces the functionality of these traditional technologies but bypasses their intrinsic limitations.The enabling advances in engineering science include designs that support wireless, battery-free operation; real-time, in-sensor data analytics; time-synchronized, continuous data streaming; soft mechanics and gentle adhesive interfaces to the skin; and compatibility with visual inspection and with medical imaging techniques used in the NICU. Preliminary studies on neonates admitted to operating NICUs demonstrate performance comparable to the most advanced clinical-standard monitoring systems.
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Affiliation(s)
- Ha Uk Chung
- Simpson Querrey Institute, Northwestern University, Chicago, IL 60611, USA.,Department of Electrical Engineering and Computer Science, Northwestern University, Evanston, IL 60208, USA
| | - Bong Hoon Kim
- Simpson Querrey Institute, Northwestern University, Chicago, IL 60611, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.,Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Jong Yoon Lee
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.,Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Jungyup Lee
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Zhaoqian Xie
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Erin M Ibler
- Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.,Center for Autonomic Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
| | - KunHyuck Lee
- Simpson Querrey Institute, Northwestern University, Chicago, IL 60611, USA.,Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Anthony Banks
- Simpson Querrey Institute, Northwestern University, Chicago, IL 60611, USA.,Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL 60208, USA.,Loomis Laboratory of Physics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Ji Yoon Jeong
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Jongwon Kim
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Mechanical Engineering, Kyung Hee University, Yongin 17104, Republic of Korea
| | - Christopher Ogle
- Simpson Querrey Institute, Northwestern University, Chicago, IL 60611, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Dominic Grande
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.,Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Yongjoon Yu
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Hokyung Jang
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Pourya Assem
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Dennis Ryu
- Simpson Querrey Institute, Northwestern University, Chicago, IL 60611, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL 60208, USA
| | - Jean Won Kwak
- Simpson Querrey Institute, Northwestern University, Chicago, IL 60611, USA.,Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Myeong Namkoong
- Simpson Querrey Institute, Northwestern University, Chicago, IL 60611, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Jun Bin Park
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Yechan Lee
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Do Hoon Kim
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Arin Ryu
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Jaeseok Jeong
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Kevin You
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Bowen Ji
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Micro/Nano Electronics, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Zhuangjian Liu
- Institute of High Performance Computing, A*Star, 138632 Singapore
| | - Qingze Huo
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Xue Feng
- Applied Mechanics Laboratory, Department of Engineering Mechanics, Center for Mechanics and Materials, Center for Flexible Electronics Technology, Tsinghua University, Beijing 100084, China
| | - Yujun Deng
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA.,State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Yeshou Xu
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA.,Key Laboratory of C&PC Structures of the Ministry of Education, Southeast University, Nanjing 2100096, China
| | - Kyung-In Jang
- Department of Robotics Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu 42988, Republic of Korea
| | - Jeonghyun Kim
- Department of Electronics Convergence Engineering, Kwangwoon University, Seoul 01897, Republic of Korea
| | - Yihui Zhang
- Applied Mechanics Laboratory, Department of Engineering Mechanics, Center for Mechanics and Materials, Center for Flexible Electronics Technology, Tsinghua University, Beijing 100084, China
| | - Roozbeh Ghaffari
- Simpson Querrey Institute, Northwestern University, Chicago, IL 60611, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL 60208, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Casey M Rand
- Center for Autonomic Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA.,Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
| | - Molly Schau
- Division of Neonatology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
| | - Aaron Hamvas
- Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA.,Division of Neonatology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA.,Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
| | - Debra E Weese-Mayer
- Center for Autonomic Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA.,Stanley Manne Children's Research Institute, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA.,Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
| | - Yonggang Huang
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL 60208, USA.,Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Seung Min Lee
- Department of Energy Electronics Convergence, Kookmin University, Seoul 02707, Republic of Korea
| | - Chi Hwan Lee
- Weldon School of Biomedical Engineering, School of Mechanical Engineering, Center for Implantable Devices, and Birck Nanotechnology Center, Purdue University, West Lafayette, IN 47907, USA
| | - Naresh R Shanbhag
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Amy S Paller
- Center for Bio-integrated Electronics, Northwestern University, Evanston, IL 60208, USA. .,Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.,Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
| | - Shuai Xu
- Simpson Querrey Institute, Northwestern University, Chicago, IL 60611, USA. .,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL 60208, USA.,Department of Dermatology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - John A Rogers
- Simpson Querrey Institute, Northwestern University, Chicago, IL 60611, USA. .,Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.,Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.,Center for Bio-integrated Electronics, Northwestern University, Evanston, IL 60208, USA.,Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA.,Department of Chemistry, Northwestern University, Evanston, IL 60208, USA.,Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
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17
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Ma Y, Choi J, Hourlier-Fargette A, Xue Y, Chung HU, Lee JY, Wang X, Xie Z, Kang D, Wang H, Han S, Kang SK, Kang Y, Yu X, Slepian MJ, Raj MS, Model JB, Feng X, Ghaffari R, Rogers JA, Huang Y. Relation between blood pressure and pulse wave velocity for human arteries. Proc Natl Acad Sci U S A 2018; 115:11144-11149. [PMID: 30322935 PMCID: PMC6217416 DOI: 10.1073/pnas.1814392115] [Citation(s) in RCA: 103] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Continuous monitoring of blood pressure, an essential measure of health status, typically requires complex, costly, and invasive techniques that can expose patients to risks of complications. Continuous, cuffless, and noninvasive blood pressure monitoring methods that correlate measured pulse wave velocity (PWV) to the blood pressure via the Moens-Korteweg (MK) and Hughes Equations, offer promising alternatives. The MK Equation, however, involves two assumptions that do not hold for human arteries, and the Hughes Equation is empirical, without any theoretical basis. The results presented here establish a relation between the blood pressure P and PWV that does not rely on the Hughes Equation nor on the assumptions used in the MK Equation. This relation degenerates to the MK Equation under extremely low blood pressures, and it accurately captures the results of in vitro experiments using artificial blood vessels at comparatively high pressures. For human arteries, which are well characterized by the Fung hyperelastic model, a simple formula between P and PWV is established within the range of human blood pressures. This formula is validated by literature data as well as by experiments on human subjects, with applicability in the determination of blood pressure from PWV in continuous, cuffless, and noninvasive blood pressure monitoring systems.
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Affiliation(s)
- Yinji Ma
- Department of Engineering Mechanics, Tsinghua University, 100084 Beijing, China
- Center for Flexible Electronics Technology, Tsinghua University, 100084 Beijing, China
| | - Jungil Choi
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208
- Simpson Querrey Institute for Bio-Nanotechnology, Northwestern University, Evanston, IL 60208
| | - Aurélie Hourlier-Fargette
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208
- Simpson Querrey Institute for Bio-Nanotechnology, Northwestern University, Evanston, IL 60208
| | - Yeguang Xue
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208
| | - Ha Uk Chung
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208
- Simpson Querrey Institute for Bio-Nanotechnology, Northwestern University, Evanston, IL 60208
| | - Jong Yoon Lee
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208
- Simpson Querrey Institute for Bio-Nanotechnology, Northwestern University, Evanston, IL 60208
| | - Xiufeng Wang
- School of Materials Science and Engineering, Xiangtan University, 411105 Hunan, China
| | - Zhaoqian Xie
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208
| | - Daeshik Kang
- Department of Mechanical Engineering, Ajou University, 16499 Suwon-si, Republic of Korea
| | - Heling Wang
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208
| | - Seungyong Han
- Department of Mechanical Engineering, Ajou University, 16499 Suwon-si, Republic of Korea
| | - Seung-Kyun Kang
- Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology, 34141 Daejeon, Republic of Korea
| | - Yisak Kang
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801
| | - Xinge Yu
- Department of Biomedical Engineering, City University of Hong Kong, 999077 Hong Kong, China
| | - Marvin J Slepian
- Department of Medicine and Biomedical Engineering, Sarver Heart Center, University of Arizona, Tucson, AZ 85724
| | - Milan S Raj
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208
| | - Jeffrey B Model
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208
| | - Xue Feng
- Department of Engineering Mechanics, Tsinghua University, 100084 Beijing, China
- Center for Flexible Electronics Technology, Tsinghua University, 100084 Beijing, China
| | - Roozbeh Ghaffari
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208
- Simpson Querrey Institute for Bio-Nanotechnology, Northwestern University, Evanston, IL 60208
- Department of Chemistry and Biomedical Engineering, Northwestern University, Evanston, IL 60208
| | - John A Rogers
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208;
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208
- Simpson Querrey Institute for Bio-Nanotechnology, Northwestern University, Evanston, IL 60208
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208
- Department of Chemistry and Biomedical Engineering, Northwestern University, Evanston, IL 60208
- Department of Dermatology, Northwestern University, Evanston, IL 60208
- Feinberg School of Medicine Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208
- Department of Electrical Engineering and Computer Science, Northwestern University, Evanston, IL 60208
- Department of Neurological Surgery, Northwestern University, Evanston, IL 60208
- Department of Chemistry, Northwestern University, Evanston, IL 60208
- Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801
- Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801
| | - Yonggang Huang
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208;
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL 60208
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208
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18
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Jang KI, Li K, Chung HU, Xu S, Jung HN, Yang Y, Kwak JW, Jung HH, Song J, Yang C, Wang A, Liu Z, Lee JY, Kim BH, Kim JH, Lee J, Yu Y, Kim BJ, Jang H, Yu KJ, Kim J, Lee JW, Jeong JW, Song YM, Huang Y, Zhang Y, Rogers JA. Self-assembled three dimensional network designs for soft electronics. Nat Commun 2017. [PMID: 28635956 PMCID: PMC5482057 DOI: 10.1038/ncomms15894] [Citation(s) in RCA: 148] [Impact Index Per Article: 21.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Low modulus, compliant systems of sensors, circuits and radios designed to intimately interface with the soft tissues of the human body are of growing interest, due to their emerging applications in continuous, clinical-quality health monitors and advanced, bioelectronic therapeutics. Although recent research establishes various materials and mechanics concepts for such technologies, all existing approaches involve simple, two-dimensional (2D) layouts in the constituent micro-components and interconnects. Here we introduce concepts in three-dimensional (3D) architectures that bypass important engineering constraints and performance limitations set by traditional, 2D designs. Specifically, open-mesh, 3D interconnect networks of helical microcoils formed by deterministic compressive buckling establish the basis for systems that can offer exceptional low modulus, elastic mechanics, in compact geometries, with active components and sophisticated levels of functionality. Coupled mechanical and electrical design approaches enable layout optimization, assembly processes and encapsulation schemes to yield 3D configurations that satisfy requirements in demanding, complex systems, such as wireless, skin-compatible electronic sensors. Many low modulus systems, such as sensors, circuits and radios, are in 2D formats that interface with soft human tissue in order to form health monitors or bioelectronic therapeutics. Here the authors produce 3D architectures, which bypass engineering constraints and performance limitations experienced by their 2D counterparts.
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Affiliation(s)
- Kyung-In Jang
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA.,Department of Robotics Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu 42988, South Korea
| | - Kan Li
- Departments of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, Illinois 60208, USA
| | - Ha Uk Chung
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA.,Department of Electrical Engineering and Computer Science, Northwestern University, Evanston, Illinois 60208, USA
| | - Sheng Xu
- Department of NanoEngineering, University of California at San Diego, La Jolla, California 92093, USA
| | - Han Na Jung
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Yiyuan Yang
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Jean Won Kwak
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Han Hee Jung
- Department of Robotics Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu 42988, South Korea
| | - Juwon Song
- Department of Robotics Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu 42988, South Korea
| | - Ce Yang
- Department of Engineering Mechanics, Center for Mechanics and Materials, AML, Tsinghua University, Beijing 100084, China
| | - Ao Wang
- Departments of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, Illinois 60208, USA.,Department of Engineering Mechanics, Center for Mechanics and Materials, AML, Tsinghua University, Beijing 100084, China
| | - Zhuangjian Liu
- Institute of High Performance Computing, Singapore 138632, Singapore
| | - Jong Yoon Lee
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA.,Department of Robotics Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu 42988, South Korea
| | - Bong Hoon Kim
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Jae-Hwan Kim
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Jungyup Lee
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Yongjoon Yu
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Bum Jun Kim
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Hokyung Jang
- Frederick Seitz Materials Research Laboratory, Department of Materials Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Ki Jun Yu
- School of Electrical and Electronic Engineering, Yonsei University, Seoul 03722, Republic of Korea
| | - Jeonghyun Kim
- Department of Electronics Convergence Engineering, Kwangwoon University, Seoul 01897, Republic of Korea
| | - Jung Woo Lee
- Department of Materials Science and Engineering, Pusan National University, Busan 46241, Republic of Korea
| | - Jae-Woong Jeong
- Department of Electrical, Computer and Energy Engineering, University of Colorado, Boulder, Colorado 80309, USA
| | - Young Min Song
- School of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, Gwangju 61005, Republic of Korea
| | - Yonggang Huang
- Departments of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, Illinois 60208, USA
| | - Yihui Zhang
- Department of Engineering Mechanics, Center for Mechanics and Materials, AML, Tsinghua University, Beijing 100084, China
| | - John A Rogers
- Departments of Materials Science and Engineering, Biomedical Engineering, Chemistry, Mechanical Engineering, Electrical Engineering and Computer Science, Neurological Surgery, Center for Bio-Integrated Electronics, Simpson Querrey Institute for BioNanotechnology, McCormick School of Engineering and Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, USA
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Ma Y, Pharr M, Wang L, Kim J, Liu Y, Xue Y, Ning R, Wang X, Chung HU, Feng X, Rogers JA, Huang Y. Soft Elastomers with Ionic Liquid-Filled Cavities as Strain Isolating Substrates for Wearable Electronics. Small 2017; 13:10.1002/smll.201602954. [PMID: 28026109 PMCID: PMC5332287 DOI: 10.1002/smll.201602954] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2016] [Revised: 10/22/2016] [Indexed: 05/18/2023]
Abstract
Managing the mechanical mismatch between hard semiconductor components and soft biological tissues represents a key challenge in the development of advanced forms of wearable electronic devices. An ultralow modulus material or a liquid that surrounds the electronics and resides in a thin elastomeric shell provides a strain-isolation effect that enhances not only the wearability but also the range of stretchability in suitably designed devices. The results presented here build on these concepts by (1) replacing traditional liquids explored in the past, which have some nonnegligible vapor pressure and finite permeability through the encapsulating elastomers, with ionic liquids to eliminate any possibility for leakage or evaporation, and (2) positioning the liquid between the electronics and the skin, within an enclosed, elastomeric microfluidic space, but not in direct contact with the active elements of the system, to avoid any negative consequences on electronic performance. Combined experimental and theoretical results establish the strain-isolating effects of this system, and the considerations that dictate mechanical collapse of the fluid-filled cavity. Examples in skin-mounted wearable include wireless sensors for measuring temperature and wired systems for recording mechano-acoustic responses.
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Affiliation(s)
- Yinji Ma
- Department of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA, Department of Engineering Mechanics, Center for Mechanics and Materials, Tsinghua University, Beijing 100084, China
| | - Matt Pharr
- Department of Mechanical Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Liang Wang
- Department of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA, Institute of Chemical Machinery and Process Equipment, Department of Chemical and Biological Engineering, Zhejiang University, Hangzhou, 310027, China
| | - Jeonghyun Kim
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Yuhao Liu
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Yeguang Xue
- Department of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Rui Ning
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Xiufeng Wang
- Department of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA, School of Materials Science and Engineering, Xiangtan University, Hunan, 411105, China
| | - Ha Uk Chung
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Xue Feng
- Department of Engineering Mechanics, Center for Mechanics and Materials, Tsinghua University, Beijing, 100084, China
| | - John A. Rogers
- Department of Materials Science and Engineering, Chemistry, Mechanical Science and Engineering, Electrical and Computer Engineering, Beckman Institute for Advanced Science and Technology, and Frederick Seitz Materials, Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Yonggang Huang
- Department of Civil and Environmental Engineering, Mechanical Engineering, and Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
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20
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Park SI, Shin G, Banks A, McCall JG, Siuda ER, Schmidt MJ, Chung HU, Noh KN, Mun JGH, Rhodes J, Bruchas MR, Rogers JA. Ultraminiaturized photovoltaic and radio frequency powered optoelectronic systems for wireless optogenetics. J Neural Eng 2015; 12:056002-56002. [PMID: 26193450 PMCID: PMC4714570 DOI: 10.1088/1741-2560/12/5/056002] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Wireless control and power harvesting systems that operate injectable, cellular-scale optoelectronic components provide important demonstrated capabilities in neuromodulatory techniques such as optogenetics. Here, we report a radio frequency (RF) control/harvesting device that offers dramatically reduced size, decreased weight and improved efficiency compared to previously reported technologies. Combined use of this platform with ultrathin, multijunction, high efficiency solar cells allows for hundred-fold reduction of transmitted RF power, which greatly enhances the wireless coverage. APPROACH Fabrication involves separate construction of the harvester and the injectable µ-ILEDs. To test whether the presence of the implantable device alters behavior, we implanted one group of wild type mice and compared sociability behavior to unaltered controls. Social interaction experiments followed protocols defined by Silverman et al. with minor modifications. MAIN RESULTS The results presented here demonstrate that miniaturized RF harvesters, and RF control strategies with photovoltaic harvesters can, when combined with injectable µ-ILEDs, offer versatile capabilities in optogenetics. Experimental and modeling studies establish a range of effective operating conditions for these two approaches. Optogenetics studies with social groups of mice demonstrate the utility of these systems. SIGNIFICANCE The addition of miniaturized, high performance photovoltaic cells significantly expands the operating range and reduces the required RF power. The platform can offer capabilities to modulate signaling path in the brain region of freely-behaving animals. These suggest its potential for widespread use in neuroscience.
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Affiliation(s)
- Sung Il Park
- Department of Materials Science and Engineering, Beckman Institute for Advanced Science and Technology, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801
| | - Gunchul Shin
- Department of Materials Science and Engineering, Beckman Institute for Advanced Science and Technology, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801
| | - Anthony Banks
- Department of Materials Science and Engineering, Beckman Institute for Advanced Science and Technology, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801
| | - Jordan G McCall
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, Missouri, 63130 USA
| | - Edward R Siuda
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, Missouri, 63130 USA
| | - Martin J Schmidt
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, Missouri, 63130 USA
| | - Ha Uk Chung
- Department of Electrical Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801
| | - Kyung Nim Noh
- Department of Electrical Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801
| | - Jonathan Guo-Han Mun
- Center for Nutrition, Learning and Memory, and Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL 61801
| | - Justin Rhodes
- Center for Nutrition, Learning and Memory, and Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL 61801
| | - Michael R Bruchas
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, Missouri, 63130 USA
| | - John A Rogers
- Department of Materials Science and Engineering, Beckman Institute for Advanced Science and Technology, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801
- Department of Electrical Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801
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21
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Jin SH, Kang SK, Cho IT, Han SY, Chung HU, Lee DJ, Shin J, Baek GW, Kim TI, Lee JH, Rogers JA. Water-soluble thin film transistors and circuits based on amorphous indium-gallium-zinc oxide. ACS Appl Mater Interfaces 2015; 7:8268-8274. [PMID: 25805699 DOI: 10.1021/acsami.5b00086] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
This paper presents device designs, circuit demonstrations, and dissolution kinetics for amorphous indium-gallium-zinc oxide (a-IGZO) thin film transistors (TFTs) comprised completely of water-soluble materials, including SiNx, SiOx, molybdenum, and poly(vinyl alcohol) (PVA). Collections of these types of physically transient a-IGZO TFTs and 5-stage ring oscillators (ROs), constructed with them, show field effect mobilities (∼10 cm2/Vs), on/off ratios (∼2×10(6)), subthreshold slopes (∼220 mV/dec), Ohmic contact properties, and oscillation frequency of 5.67 kHz at supply voltages of 19 V, all comparable to otherwise similar devices constructed in conventional ways with standard, nontransient materials. Studies of dissolution kinetics for a-IGZO films in deionized water, bovine serum, and phosphate buffer saline solution provide data of relevance for the potential use of these materials and this technology in temporary biomedical implants.
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Affiliation(s)
- Sung Hun Jin
- †Department of Electronic Engineering, Incheon National University, Incheon 406-772, Korea
| | - Seung-Kyun Kang
- ⊥Department of Materials Science and Engineering and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - In-Tak Cho
- §Department of Electrical Engineering, Seoul National University, Seoul 151-600, Korea
| | - Sang Youn Han
- ⊥Department of Materials Science and Engineering and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Ha Uk Chung
- ⊥Department of Materials Science and Engineering and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Dong Joon Lee
- ⊥Department of Materials Science and Engineering and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Jongmin Shin
- §Department of Electrical Engineering, Seoul National University, Seoul 151-600, Korea
| | - Geun Woo Baek
- †Department of Electronic Engineering, Incheon National University, Incheon 406-772, Korea
| | - Tae-il Kim
- ∥Center for Neuroscience Imaging Research (CNIR), Institute of Basic Science (IBS), School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon, Gyeonggi-do 440-746, Korea
| | - Jong-Ho Lee
- §Department of Electrical Engineering, Seoul National University, Seoul 151-600, Korea
| | - John A Rogers
- ‡Department of Materials Science and Engineering, Chemistry, Mechanical Science and Engineering, Electrical and Computer Engineering, Beckman Institute for Advanced Science and Technology, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
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22
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Jang KI, Chung HU, Xu S, Lee CH, Luan H, Jeong J, Cheng H, Kim GT, Han SY, Lee JW, Kim J, Cho M, Miao F, Yang Y, Jung HN, Flavin M, Liu H, Kong GW, Yu KJ, Rhee SI, Chung J, Kim B, Kwak JW, Yun MH, Kim JY, Song YM, Paik U, Zhang Y, Huang Y, Rogers JA. Soft network composite materials with deterministic and bio-inspired designs. Nat Commun 2015; 6:6566. [PMID: 25782446 PMCID: PMC4383007 DOI: 10.1038/ncomms7566] [Citation(s) in RCA: 160] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2014] [Accepted: 02/06/2015] [Indexed: 12/11/2022] Open
Abstract
Hard and soft structural composites found in biology provide inspiration for the design of advanced synthetic materials. Many examples of bio-inspired hard materials can be found in the literature; far less attention has been devoted to soft systems. Here we introduce deterministic routes to low-modulus thin film materials with stress/strain responses that can be tailored precisely to match the non-linear properties of biological tissues, with application opportunities that range from soft biomedical devices to constructs for tissue engineering. The approach combines a low-modulus matrix with an open, stretchable network as a structural reinforcement that can yield classes of composites with a wide range of desired mechanical responses, including anisotropic, spatially heterogeneous, hierarchical and self-similar designs. Demonstrative application examples in thin, skin-mounted electrophysiological sensors with mechanics precisely matched to the human epidermis and in soft, hydrogel-based vehicles for triggered drug release suggest their broad potential uses in biomedical devices.
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Affiliation(s)
- Kyung-In Jang
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Ha Uk Chung
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Sheng Xu
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Chi Hwan Lee
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Haiwen Luan
- Department of Civil and Environmental Engineering, Department of Mechanical Engineering, Center for Engineering and Health and Skin Disease Research Center, Northwestern University, Evanston, Illinois 60208, USA
| | - Jaewoong Jeong
- Department of Electrical, Computer and Energy Engineering, University of Colorado, Boulder, Colorado 80309, USA
| | - Huanyu Cheng
- Department of Civil and Environmental Engineering, Department of Mechanical Engineering, Center for Engineering and Health and Skin Disease Research Center, Northwestern University, Evanston, Illinois 60208, USA
| | - Gwang-Tae Kim
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Sang Youn Han
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
- Samsung Display Co. Display R&D Center, Yongin-city, Gyeongki-do 446–711, Republic of Korea
| | - Jung Woo Lee
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
- Department of Material Science and Engineering, Department of Energy Engineering, Hanyang University, Seoul 133-791, Republic of Korea
| | - Jeonghyun Kim
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
- Department of Material Science and Engineering, Department of Energy Engineering, Hanyang University, Seoul 133-791, Republic of Korea
| | - Moongee Cho
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Fuxing Miao
- Department of Civil and Environmental Engineering, Department of Mechanical Engineering, Center for Engineering and Health and Skin Disease Research Center, Northwestern University, Evanston, Illinois 60208, USA
- Department of Mechanical Engineering and Mechanics, Ningbo University, Ningbo 315211, China
| | - Yiyuan Yang
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Han Na Jung
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Matthew Flavin
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Howard Liu
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Gil Woo Kong
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Ki Jun Yu
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Sang Il Rhee
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Jeahoon Chung
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Byunggik Kim
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Jean Won Kwak
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Myoung Hee Yun
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
- School of Energy and Chemical Engineering, Ulsan National Institute Science and Technology (UNIST), Ulsan 689-798, Republic of Korea
| | - Jin Young Kim
- School of Energy and Chemical Engineering, Ulsan National Institute Science and Technology (UNIST), Ulsan 689-798, Republic of Korea
| | - Young Min Song
- Department of Electronic Engineering, Biomedical Research Institute, Pusan National University, Geumjeong-gu, Busan 609-735, Republic of Korea
| | - Ungyu Paik
- Department of Material Science and Engineering, Department of Energy Engineering, Hanyang University, Seoul 133-791, Republic of Korea
| | - Yihui Zhang
- Department of Civil and Environmental Engineering, Department of Mechanical Engineering, Center for Engineering and Health and Skin Disease Research Center, Northwestern University, Evanston, Illinois 60208, USA
- Center for Mechanics and Materials, Tsinghua University, Beijing 100084, China
| | - Yonggang Huang
- Department of Civil and Environmental Engineering, Department of Mechanical Engineering, Center for Engineering and Health and Skin Disease Research Center, Northwestern University, Evanston, Illinois 60208, USA
| | - John A. Rogers
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois, Urbana-Champaign, Urbana, Illinois 61801, USA
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23
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Jang KI, Han SY, Xu S, Mathewson KE, Zhang Y, Jeong JW, Kim GT, Webb RC, Lee JW, Dawidczyk TJ, Kim RH, Song YM, Yeo WH, Kim S, Cheng H, Rhee SI, Chung J, Kim B, Chung HU, Lee D, Yang Y, Cho M, Gaspar JG, Carbonari R, Fabiani M, Gratton G, Huang Y, Rogers JA. Rugged and breathable forms of stretchable electronics with adherent composite substrates for transcutaneous monitoring. Nat Commun 2014; 5:4779. [PMID: 25182939 DOI: 10.1038/ncomms5779] [Citation(s) in RCA: 162] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2014] [Accepted: 07/23/2014] [Indexed: 11/09/2022] Open
Abstract
Research in stretchable electronics involves fundamental scientific topics relevant to applications with importance in human healthcare. Despite significant progress in active components, routes to mechanically robust construction are lacking. Here, we introduce materials and composite designs for thin, breathable, soft electronics that can adhere strongly to the skin, with the ability to be applied and removed hundreds of times without damaging the devices or the skin, even in regions with substantial topography and coverage of hair. The approach combines thin, ultralow modulus, cellular silicone materials with elastic, strain-limiting fabrics, to yield a compliant but rugged platform for stretchable electronics. Theoretical and experimental studies highlight the mechanics of adhesion and elastic deformation. Demonstrations include cutaneous optical, electrical and radio frequency sensors for measuring hydration state, electrophysiological activity, pulse and cerebral oximetry. Multipoint monitoring of a subject in an advanced driving simulator provides a practical example.
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Affiliation(s)
- Kyung-In Jang
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Sang Youn Han
- 1] Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA [2] Samsung Display Co. Display R&D Center, Yongin-city, Gyeongki-do 446-711, Republic of Korea
| | - Sheng Xu
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Kyle E Mathewson
- 1] Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA [2] Department of Psychology, University of Alberta, Edmonton, Alberta, Canada T6G 2R3
| | - Yihui Zhang
- 1] Department of Civil and Environmental Engineering, Center for Engineering and Health and Skin Disease Research Center, Northwestern University, Evanston, Illinois 60208, USA [2] Department of Mechanical Engineering, Center for Engineering and Health and Skin Disease Research Center, Northwestern University, Evanston, Illinois 60208, USA [3] Center for Mechanics and Materials, Tsinghua University, Beijing 100084, China
| | - Jae-Woong Jeong
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Gwang-Tae Kim
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - R Chad Webb
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Jung Woo Lee
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Thomas J Dawidczyk
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Rak Hwan Kim
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Young Min Song
- Department of Electronic Engineering, Pusan National University, Geumjeong-gu, Busan 609735, Republic of Korea
| | - Woon-Hong Yeo
- Department of Mechanical and Nuclear Engineering, VCU Massey Cancer Center, Virginia Commonwealth University, Richmond, Virginia 23284, USA
| | - Stanley Kim
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Huanyu Cheng
- 1] Department of Civil and Environmental Engineering, Center for Engineering and Health and Skin Disease Research Center, Northwestern University, Evanston, Illinois 60208, USA [2] Department of Mechanical Engineering, Center for Engineering and Health and Skin Disease Research Center, Northwestern University, Evanston, Illinois 60208, USA
| | - Sang Il Rhee
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Jeahoon Chung
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Byunggik Kim
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Ha Uk Chung
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Dongjun Lee
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Yiyuan Yang
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Moongee Cho
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - John G Gaspar
- 1] Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA [2] Department of Psychology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Ronald Carbonari
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Monica Fabiani
- 1] Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA [2] Department of Psychology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Gabriele Gratton
- 1] Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA [2] Department of Psychology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Yonggang Huang
- 1] Department of Civil and Environmental Engineering, Center for Engineering and Health and Skin Disease Research Center, Northwestern University, Evanston, Illinois 60208, USA [2] Department of Mechanical Engineering, Center for Engineering and Health and Skin Disease Research Center, Northwestern University, Evanston, Illinois 60208, USA
| | - John A Rogers
- Department of Materials Science and Engineering, and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
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24
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Jin SH, Dunham SN, Song J, Xie X, Kim JH, Lu C, Islam A, Du F, Kim J, Felts J, Li Y, Xiong F, Wahab MA, Menon M, Cho E, Grosse KL, Lee DJ, Chung HU, Pop E, Alam MA, King WP, Huang Y, Rogers JA. Using nanoscale thermocapillary flows to create arrays of purely semiconducting single-walled carbon nanotubes. Nat Nanotechnol 2013; 8:347-55. [PMID: 23624697 DOI: 10.1038/nnano.2013.56] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2012] [Accepted: 03/14/2013] [Indexed: 05/13/2023]
Abstract
Among the remarkable variety of semiconducting nanomaterials that have been discovered over the past two decades, single-walled carbon nanotubes remain uniquely well suited for applications in high-performance electronics, sensors and other technologies. The most advanced opportunities demand the ability to form perfectly aligned, horizontal arrays of purely semiconducting, chemically pristine carbon nanotubes. Here, we present strategies that offer this capability. Nanoscale thermocapillary flows in thin-film organic coatings followed by reactive ion etching serve as highly efficient means for selectively removing metallic carbon nanotubes from electronically heterogeneous aligned arrays grown on quartz substrates. The low temperatures and unusual physics associated with this process enable robust, scalable operation, with clear potential for practical use. We carry out detailed experimental and theoretical studies to reveal all of the essential attributes of the underlying thermophysical phenomena. We demonstrate use of the purified arrays in transistors that achieve mobilities exceeding 1,000 cm(2) V(-1) s(-1) and on/off switching ratios of ∼10,000 with current outputs in the milliamp range. Simple logic gates built using such devices represent the first steps toward integration into more complex circuits.
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Affiliation(s)
- Sung Hun Jin
- Department of Materials Science and Engineering, Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
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Wahab MA, Jin SH, Islam AE, Kim J, Kim JH, Yeo WH, Lee DJ, Chung HU, Rogers JA, Alam MA. Electrostatic dimension of aligned-array carbon nanotube field-effect transistors. ACS Nano 2013; 7:1299-1308. [PMID: 23320505 DOI: 10.1021/nn304794w] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Accurate electrostatics modeling of nanotubes (NTs)/nanowires (NWs) has significant implications for the ultimate scalability of aligned-array NT/NW field-effect transistors (FETs). The analysis to date has focused on limits of capacitive coupling between the 1D channel and 2D gate that is strictly relevant only in the linear response operation of NT/NW-FETs. Moreover, the techniques of electrostatic doping by independent gates that cover only part of the channel are widely used, but the nature of its electrostatic coupling has not been explored. In this paper, we use a three-dimensional, self-consistent model for NT/NW-FETs to interpret the essence of electrostatic coupling with complex configuration of electrode geometries. The interplay between 3D electric fields and its 1D termination onto the NTs/NWs suggests surprising complexity of electrostatic interaction not captured in simpler models. This coupling can change the performance metrics such as ON and OFF currents by orders of magnitude depending on (1) NT/NW density, (2) bias voltage, and (3) gate overlap length. Remarkably, this parasitic coupling persists regardless of the gate oxide thickness, changes in dielectric constant, and/or the width of the diameter distribution of NTs/NWs. The predictions of the model are systematically validated by a series of experiments.
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Affiliation(s)
- Muhammad A Wahab
- School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana 47907, USA
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Abstract
We report a case of acute herpetic esophagitis in a 33 year old man who was presumed to be immuno-compromised following prolonged steroid and cyclosporin treatment for acute rejection of a transplanted kidney. In Korea, all reported cases of herpetic esophagitis have been diagnosed in immuno-compromised and debilitated patients with a typical endoscopic appearance of ulcerating lesions. However, our patient showed multiple vesicular lesions without ulcer along the entire esophagus. The diagnosis was confirmed by colorimetric detection of herpes virus DNA using in situ hybridization. The endoscopic findings reported herein probably represent the typical early stage of acute herpetic esophagitis.
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Affiliation(s)
- B M Ahn
- Department of Internal Medicine, Pediatrics, Catholic University Medical College, Seoul, Korea
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