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Title: Autonomous sweat extraction and analysis applied to cystic fibrosis and glucose monitoring using a fully integrated wearable platform

Abstract

Perspiration-based wearable biosensors facilitate continuous monitoring of individuals' health states with real-time and molecular-level insight. The inherent inaccessibility of sweat in sedentary individuals in large volume (≥10 μL) for on-demand and in situ analysis has limited our ability to capitalize on this noninvasive and rich source of information. A wearable and miniaturized iontophoresis interface is an excellent solution to overcome this barrier. The iontophoresis process involves delivery of stimulating agonists to the sweat glands with the aid of an electrical current. The challenge remains in devising an iontophoresis interface that can extract sufficient amount of sweat for robust sensing, without electrode corrosion and burning/causing discomfort in subjects. Here, we overcame this challenge through realizing an electrochemically enhanced iontophoresis interface, integrated in a wearable sweat analysis platform. This interface can be programmed to induce sweat with various secretion profiles for real-time analysis, a capability which can be exploited to advance our knowledge of the sweat gland physiology and the secretion process. To demonstrate the clinical value of our platform, human subject studies were performed in the context of the cystic fibrosis diagnosis and preliminary investigation of the blood/sweat glucose correlation. With our platform, we detected the elevated sweat electrolyte content ofmore » cystic fibrosis patients compared with that of healthy control subjects. Furthermore, our results indicate that oral glucose consumption in the fasting state is followed by increased glucose levels in both sweat and blood. In conclusion, our solution opens the possibility for a broad range of noninvasive diagnostic and general population health monitoring applications.« less

Authors:
 [1];  [2];  [3];  [4];  [2];  [5];  [4];  [2];  [2];  [2];  [5];  [6];  [2];  [7]
  1. Stanford Genome Technology Center, Stanford School of Medicine, Palo Alto, CA 94304,, Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720,, Berkeley Sensor and Actuator Center, University of California, Berkeley, CA 94720,, Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720,
  2. Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720,, Berkeley Sensor and Actuator Center, University of California, Berkeley, CA 94720,, Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720,
  3. Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720,
  4. The Stanford Cystic Fibrosis Center, Center for Excellence in Pulmonary Biology, Stanford School of Medicine, Palo Alto, CA 94305,
  5. Stanford Genome Technology Center, Stanford School of Medicine, Palo Alto, CA 94304,, Department of Electrical Engineering, Stanford University, Stanford, CA 94305
  6. Department of Electrical Engineering, Stanford University, Stanford, CA 94305
  7. Stanford Genome Technology Center, Stanford School of Medicine, Palo Alto, CA 94304,
Publication Date:
Research Org.:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES); National Science Foundation (NSF)
OSTI Identifier:
1351925
Alternate Identifier(s):
OSTI ID: 1411578
Grant/Contract Number:  
AC02-05CH11231; P01HG000205
Resource Type:
Published Article
Journal Name:
Proceedings of the National Academy of Sciences of the United States of America
Additional Journal Information:
Journal Name: Proceedings of the National Academy of Sciences of the United States of America Journal Volume: 114 Journal Issue: 18; Journal ID: ISSN 0027-8424
Publisher:
Proceedings of the National Academy of Sciences
Country of Publication:
United States
Language:
English
Subject:
60 APPLIED LIFE SCIENCES; 47 OTHER INSTRUMENTATION; wearable; biosensors; noninvasive; iontophoresis; personalized medicine

Citation Formats

Emaminejad, Sam, Gao, Wei, Wu, Eric, Davies, Zoe A., Yin Yin Nyein, Hnin, Challa, Samyuktha, Ryan, Sean P., Fahad, Hossain M., Chen, Kevin, Shahpar, Ziba, Talebi, Salmonn, Milla, Carlos, Javey, Ali, and Davis, Ronald W. Autonomous sweat extraction and analysis applied to cystic fibrosis and glucose monitoring using a fully integrated wearable platform. United States: N. p., 2017. Web. doi:10.1073/pnas.1701740114.
Emaminejad, Sam, Gao, Wei, Wu, Eric, Davies, Zoe A., Yin Yin Nyein, Hnin, Challa, Samyuktha, Ryan, Sean P., Fahad, Hossain M., Chen, Kevin, Shahpar, Ziba, Talebi, Salmonn, Milla, Carlos, Javey, Ali, & Davis, Ronald W. Autonomous sweat extraction and analysis applied to cystic fibrosis and glucose monitoring using a fully integrated wearable platform. United States. https://doi.org/10.1073/pnas.1701740114
Emaminejad, Sam, Gao, Wei, Wu, Eric, Davies, Zoe A., Yin Yin Nyein, Hnin, Challa, Samyuktha, Ryan, Sean P., Fahad, Hossain M., Chen, Kevin, Shahpar, Ziba, Talebi, Salmonn, Milla, Carlos, Javey, Ali, and Davis, Ronald W. Mon . "Autonomous sweat extraction and analysis applied to cystic fibrosis and glucose monitoring using a fully integrated wearable platform". United States. https://doi.org/10.1073/pnas.1701740114.
@article{osti_1351925,
title = {Autonomous sweat extraction and analysis applied to cystic fibrosis and glucose monitoring using a fully integrated wearable platform},
author = {Emaminejad, Sam and Gao, Wei and Wu, Eric and Davies, Zoe A. and Yin Yin Nyein, Hnin and Challa, Samyuktha and Ryan, Sean P. and Fahad, Hossain M. and Chen, Kevin and Shahpar, Ziba and Talebi, Salmonn and Milla, Carlos and Javey, Ali and Davis, Ronald W.},
abstractNote = {Perspiration-based wearable biosensors facilitate continuous monitoring of individuals' health states with real-time and molecular-level insight. The inherent inaccessibility of sweat in sedentary individuals in large volume (≥10 μL) for on-demand and in situ analysis has limited our ability to capitalize on this noninvasive and rich source of information. A wearable and miniaturized iontophoresis interface is an excellent solution to overcome this barrier. The iontophoresis process involves delivery of stimulating agonists to the sweat glands with the aid of an electrical current. The challenge remains in devising an iontophoresis interface that can extract sufficient amount of sweat for robust sensing, without electrode corrosion and burning/causing discomfort in subjects. Here, we overcame this challenge through realizing an electrochemically enhanced iontophoresis interface, integrated in a wearable sweat analysis platform. This interface can be programmed to induce sweat with various secretion profiles for real-time analysis, a capability which can be exploited to advance our knowledge of the sweat gland physiology and the secretion process. To demonstrate the clinical value of our platform, human subject studies were performed in the context of the cystic fibrosis diagnosis and preliminary investigation of the blood/sweat glucose correlation. With our platform, we detected the elevated sweat electrolyte content of cystic fibrosis patients compared with that of healthy control subjects. Furthermore, our results indicate that oral glucose consumption in the fasting state is followed by increased glucose levels in both sweat and blood. In conclusion, our solution opens the possibility for a broad range of noninvasive diagnostic and general population health monitoring applications.},
doi = {10.1073/pnas.1701740114},
journal = {Proceedings of the National Academy of Sciences of the United States of America},
number = 18,
volume = 114,
place = {United States},
year = {Mon Apr 17 00:00:00 EDT 2017},
month = {Mon Apr 17 00:00:00 EDT 2017}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1073/pnas.1701740114

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Works referenced in this record:

User-interactive electronic skin for instantaneous pressure visualization
journal, July 2013

  • Wang, Chuan; Hwang, David; Yu, Zhibin
  • Nature Materials, Vol. 12, Issue 10, p. 899-904
  • DOI: 10.1038/nmat3711

Toward Flexible and Wearable Human-Interactive Health-Monitoring Devices
journal, November 2014

  • Takei, Kuniharu; Honda, Wataru; Harada, Shingo
  • Advanced Healthcare Materials, Vol. 4, Issue 4
  • DOI: 10.1002/adhm.201400546

Soft Microfluidic Assemblies of Sensors, Circuits, and Radios for the Skin
journal, April 2014


An ultra-lightweight design for imperceptible plastic electronics
journal, July 2013

  • Kaltenbrunner, Martin; Sekitani, Tsuyoshi; Reeder, Jonathan
  • Nature, Vol. 499, Issue 7459
  • DOI: 10.1038/nature12314

Correlation Between Sweat Glucose and Blood Glucose in Subjects with Diabetes
journal, May 2012

  • Moyer, James; Wilson, Donald; Finkelshtein, Irina
  • Diabetes Technology & Therapeutics, Vol. 14, Issue 5
  • DOI: 10.1089/dia.2011.0262

A wearable electrochemical sensor for the real-time measurement of sweat sodium concentration
journal, January 2010

  • Schazmann, Benjamin; Morris, Deirdre; Slater, Conor
  • Analytical Methods, Vol. 2, Issue 4
  • DOI: 10.1039/b9ay00184k

Diagnosis of Cystic Fibrosis: Consensus Guidelines from the Cystic Fibrosis Foundation
journal, February 2017


Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis
journal, January 2016

  • Gao, Wei; Emaminejad, Sam; Nyein, Hnin Yin Yin
  • Nature, Vol. 529, Issue 7587
  • DOI: 10.1038/nature16521

Sweat Ethanol Concentrations are Highly Correlated with Co-Existing Blood Values in Humans
journal, March 1999


Epidermal Electronics
journal, August 2011


Wearable Chemical Sensors: Present Challenges and Future Prospects
journal, March 2016


Early determination of cystic fibrosis by electrochemical chloride quantification in sweat
journal, February 2009

  • Gonzalo-Ruiz, Javier; Mas, Roser; de Haro, Carmen
  • Biosensors and Bioelectronics, Vol. 24, Issue 6
  • DOI: 10.1016/j.bios.2008.07.051

A novel gel based vehicle for the delivery of acetylcholine in quantitative sudomotor axon reflex testing
journal, October 2009


The significance of sweat Cl/Na ratio in patients with borderline sweat test
journal, December 1995

  • Augarten, Arie; Hacham, Shoshana; Kerem, Eitan
  • Pediatric Pulmonology, Vol. 20, Issue 6
  • DOI: 10.1002/ppul.1950200606

25th Anniversary Article: The Evolution of Electronic Skin (E-Skin): A Brief History, Design Considerations, and Recent Progress
journal, October 2013

  • Hammock, Mallory L.; Chortos, Alex; Tee, Benjamin C. -K.
  • Advanced Materials, Vol. 25, Issue 42
  • DOI: 10.1002/adma.201302240

Epidermal tattoo potentiometric sodium sensors with wireless signal transduction for continuous non-invasive sweat monitoring
journal, April 2014


Tattoo-Based Noninvasive Glucose Monitoring: A Proof-of-Concept Study
journal, December 2014

  • Bandodkar, Amay J.; Jia, Wenzhao; Yardımcı, Ceren
  • Analytical Chemistry, Vol. 87, Issue 1
  • DOI: 10.1021/ac504300n

A wearable chemical–electrophysiological hybrid biosensing system for real-time health and fitness monitoring
journal, May 2016

  • Imani, Somayeh; Bandodkar, Amay J.; Mohan, A. M. Vinu
  • Nature Communications, Vol. 7, Issue 1
  • DOI: 10.1038/ncomms11650

Printed Carbon Nanotube Electronics and Sensor Systems
journal, February 2016


Stretchable, Wireless Sensors and Functional Substrates for Epidermal Characterization of Sweat
journal, April 2014


A skin-inspired organic digital mechanoreceptor
journal, October 2015


Wearable Microsensor Array for Multiplexed Heavy Metal Monitoring of Body Fluids
journal, May 2016


A graphene-based electrochemical device with thermoresponsive microneedles for diabetes monitoring and therapy
journal, March 2016

  • Lee, Hyunjae; Choi, Tae Kyu; Lee, Young Bum
  • Nature Nanotechnology, Vol. 11, Issue 6
  • DOI: 10.1038/nnano.2016.38

A Wearable Electrochemical Platform for Noninvasive Simultaneous Monitoring of Ca 2+ and pH
journal, July 2016


Adhesive RFID Sensor Patch for Monitoring of Sweat Electrolytes
journal, June 2015

  • Rose, Daniel P.; Ratterman, Michael E.; Griffin, Daniel K.
  • IEEE Transactions on Biomedical Engineering, Vol. 62, Issue 6
  • DOI: 10.1109/TBME.2014.2369991