Evidence map›Paper›PMID 33468630›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2021

Wireless, soft electronics for rapid, multisensor measurements of hydration levels in healthy and diseased skin.

Kyeongha Kwon, Heling Wang, Jaeman Lim, Keum San Chun, Hokyung Jang, Injae Yoo, Derek Wu, Alyssa Jie Chen, Carol Ge Gu, Lindsay Lipschultz and 16 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

19 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Skin-Inspired Healthcare Electronics.Biomimetics (Basel, Switzerland) · 2025
    Review
  5. Article
  6. Review
  7. Article
  8. Review
  9. Beyond Flexible: Unveiling the Next Era of Flexible Electronic Systems.Advanced materials (Deerfield Beach, Fla.) · 2024
    Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Review
  16. Review
  17. Article
  18. Article
  19. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

26 authors.

Kyeongha KwonQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.ORCID 0000-0002-2373-7799
Heling WangDepartment of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208.
Jaeman LimQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.ORCID 0000-0003-4542-2867
Keum San ChunElectrical and Computer Engineering, The University of Texas at Austin, Austin, TX 78712.
Hokyung JangDepartment of Electrical and Computer Engineering, University of Wisconsin, Madison, WI 53706.ORCID 0000-0002-7797-9881
Injae YooSchool of Electrical Engineering, Korea Advanced Institute of Science and Technology, 34141 Daejeon, Republic of Korea.ORCID 0000-0002-3044-5110
Derek WuQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.
Alyssa Jie ChenQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.
Carol Ge GuQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.
Lindsay LipschultzDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.
Jong Uk KimSchool of Chemical Engineering, Sungkyunkwan University, 16419 Suwon, Republic of Korea.
Jihye KimQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.
Hyoyoung JeongQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.ORCID 0000-0002-1808-7824
Haiwen LuanQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.
Yoonseok ParkQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.ORCID 0000-0002-1702-0986
Chun-Ju SuQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.
Yui IshidaMaruho Co., Ltd., 531-0071 Osaka, Japan.ORCID 0000-0002-4629-1830
Surabhi R MadhvapathyQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.
Akihiko IkomaMaruho Co., Ltd., 531-0071 Osaka, Japan.
Jean Won KwakQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.
Da Som YangQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.
Anthony BanksQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.
Shuai XuQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208.
Yonggang HuangDepartment of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208.
Jan-Kai ChangQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208; jkchang@mywearifi.com jrogers@northwestern.edu.ORCID 0000-0002-3056-1250
John A RogersQuerrey-Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208; jkchang@mywearifi.com jrogers@northwestern.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Precise, quantitative measurements of the hydration status of skin can yield important insights into dermatological health and skin structure and function, with additional relevance to essential processes of thermoregulation and other features of basic physiology. Existing tools for determining skin water content exploit surrogate electrical assessments performed with bulky, rigid, and expensive instruments that are difficult to use in a repeatable manner. Recent alternatives exploit thermal measurements using soft wireless devices that adhere gently and noninvasively to the surface of the skin, but with limited operating range (∼1 cm) and high sensitivity to subtle environmental fluctuations. This paper introduces a set of ideas and technologies that overcome these drawbacks to enable high-speed, robust, long-range automated measurements of thermal transport properties via a miniaturized, multisensor module controlled by a long-range (∼10 m) Bluetooth Low Energy system on a chip, with a graphical user interface to standard smartphones. Soft contact to the surface of the skin, with almost zero user burden, yields recordings that can be quantitatively connected to hydration levels of both the epidermis and dermis, using computational modeling techniques, with high levels of repeatability and insensitivity to ambient fluctuations in temperature. Systematic studies of polymers in layered configurations similar to those of human skin, of porcine skin with known levels of hydration, and of human subjects with benchmarks against clinical devices validate the measurement approach and associated sensor hardware. The results support capabilities in characterizing skin barrier function, assessing severity of skin diseases, and evaluating cosmetic and medication efficacy, for use in the clinic or in the home.

Indexed as

ElectronicsWaterWireless TechnologyAdolescentAdultChild, PreschoolFinite Element AnalysisHumansSkinTemperatureWaterbiomedical devicesdiagnosticsflexible electronicshealth monitoringwireless electronics

Identifiers

PMID33468630
PMCPMC7865173

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.