Skip to main content

A skin-conformable wireless sensor to objectively quantify symptoms of pruritus.

Publication ,  Journal Article
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 ...
Published in: Science advances
April 2021

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.

Duke Scholars

Altmetric Attention Stats
Dimensions Citation Stats

Published In

Science advances

DOI

EISSN

2375-2548

ISSN

2375-2548

Publication Date

April 2021

Volume

7

Issue

18

Start / End Page

eabf9405
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Chun, K. S., Kang, Y. J., Lee, J. Y., Nguyen, M., Lee, B., Lee, R., … Xu, S. (2021). A skin-conformable wireless sensor to objectively quantify symptoms of pruritus. Science Advances, 7(18), eabf9405. https://doi.org/10.1126/sciadv.abf9405
Chun, Keum San, Youn J. Kang, Jong Yoon Lee, Morgan Nguyen, Brad Lee, Rachel Lee, Han Heul Jo, et al. “A skin-conformable wireless sensor to objectively quantify symptoms of pruritus.Science Advances 7, no. 18 (April 2021): eabf9405. https://doi.org/10.1126/sciadv.abf9405.
Chun KS, Kang YJ, Lee JY, Nguyen M, Lee B, Lee R, et al. A skin-conformable wireless sensor to objectively quantify symptoms of pruritus. Science advances. 2021 Apr;7(18):eabf9405.
Chun, Keum San, et al. “A skin-conformable wireless sensor to objectively quantify symptoms of pruritus.Science Advances, vol. 7, no. 18, Apr. 2021, p. eabf9405. Epmc, doi:10.1126/sciadv.abf9405.
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. Science advances. 2021 Apr;7(18):eabf9405.

Published In

Science advances

DOI

EISSN

2375-2548

ISSN

2375-2548

Publication Date

April 2021

Volume

7

Issue

18

Start / End Page

eabf9405