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Wearable chemical sensors for biomarker discovery in the omics era
Open accessAbstract
Biomarkers are crucial biological indicators in medical diagnostics and therapy. However, the process of biomarker discovery and validation is hindered by a lack of standardized protocols for analytical studies, storage and sample collection. Wearable chemical sensors provide a real-time, non-invasive alternative to typical laboratory blood analysis, and are an effective tool for exploring novel biomarkers in alternative body fluids, such as sweat, saliva, tears and interstitial fluid. These devices may enable remote at-home personalized health monitoring and substantially reduce the healthcare costs. This Review introduces criteria, strategies and technologies involved in biomarker discovery using wearable chemical sensors. Electrochemical and optical detection techniques are discussed, along with the materials and system-level considerations for wearable chemical sensors. Lastly, this Review describes how the large sets of temporal data collected by wearable sensors, coupled with modern data analysis approaches, would open the door for discovering new biomarkers towards precision medicine.
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Cites
Formation and Structure of Self-Assembled Monolayers
Ulman, A. (1996) · Chemical Reviews · doi:10.1021/cr9502357 · Cited by 8,055
Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis
Gao, W., Emaminejad, S., Nyein, H. Y. Y., Challa, S., Chen, K., Peck, A., Fahad, H. M., Ota, H., Shiraki, H., Kiriya, D., et al. (2016) · Nature · doi:10.1038/nature16521 · Cited by 5,087
Wearable biosensors for healthcare monitoring
Kim, J., Campbell, A. S., de Ávila, B. E.-F., & Wang, J. (2019) · Nature Biotechnology · doi:10.1038/s41587-019-0045-y · Cited by 3,373
Artificial intelligence in healthcare
Yu, K.-H., Beam, A. L., & Kohane, I. S. (2018) · Nature Biomedical Engineering · doi:10.1038/s41551-018-0305-z · Cited by 2,817
Oxidative stress, dysfunctional glucose metabolism and Alzheimer disease
Butterfield, D. A., & Halliwell, B. (2019) · Nature Reviews Neuroscience · doi:10.1038/s41583-019-0132-6 · Cited by 1,954
Lee, H., Choi, T. K., Lee, Y. B., Cho, H. R., Ghaffari, R., Wang, L., Choi, H. J., Chung, T. D., Lu, N., Hyeon, T., et al. (2016) · Nature Nanotechnology · doi:10.1038/nnano.2016.38 · Cited by 1,802
Bariya, M., Nyein, H. Y. Y., & Javey, A. (2018) · Nature Electronics · doi:10.1038/s41928-018-0043-y · Cited by 1,486
Bio-Integrated Wearable Systems: A Comprehensive Review
Ray, T. R., Choi, J., Bandodkar, A. J., Krishnan, S., Gutruf, P., Tian, L., Ghaffari, R., & Rogers, J. A. (2019) · Chemical Reviews · doi:10.1021/acs.chemrev.8b00573 · Cited by 1,350
Wearable and flexible electronics for continuous molecular monitoring
Yang, Y., & Gao, W. (2019) · Chemical Society Reviews · doi:10.1039/c7cs00730b · Cited by 1,315
A soft, wearable microfluidic device for the capture, storage, and colorimetric sensing of sweat
Koh, A., Kang, D., Xue, Y., Lee, S., Pielak, R. M., Kim, J., Hwang, T., Min, S., Banks, A., Bastien, P., et al. (2016) · Science Translational Medicine · doi:10.1126/scitranslmed.aaf2593 · Cited by 1,308
Research works printed but not linked: 1
- Tu, J., Torrente-Rodríguez, R. M., Wang, M. & Gao, W. The era of digital health: a review of portable and wearable affinity biosensors. Adv. Funct. Mater. 29, 1906713 (2019).
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Nanomaterial-based sensors in analytical chemistry
Shimada, T. (2024) · Analytical Sciences · doi:10.1007/s44211-023-00498-z · Cited by 4
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Yu, K., Ma, Y., Wei, Y., Chen, W., Dai, Z., Cai, Y., Ye, X., & Liang, B. (2025) · Biosensors · doi:10.3390/bios15050310 · Cited by 3
Serag, A., Algarni, M. A., Maksoud, A. A. A. A., Alsulami, F. T., Alatwi, E. S., Alaqel, S. I., Aljameeli, A. M., & Almalki, A. H. (2025) · Journal of Photochemistry and Photobiology A Chemistry · doi:10.1016/j.jphotochem.2025.116730 · Cited by 3
Skin-Conformal Electronics for Wearable Electrogastrography Monitoring
Xing, L., Cai, Y., Zhang, Y., Mottini, V., Heller, L., & Li, J. (2025) · IEEE Journal on Flexible Electronics · doi:10.1109/jflex.2025.3623601 · Cited by 3
Nanomaterial-based drug delivery systems for ocular diseases: A review
Ji, Y., Liang, J., Hei, X., Chen, L., Yu, S., Fang, D., Tan, H. F., & Zhang, S. (2025) · Chinese Chemical Letters · doi:10.1016/j.cclet.2025.112062 · Cited by 3
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Martinsen, T., & Brennan, L. (2025) · Food & Function · doi:10.1039/d5fo02969d · Cited by 3
Tang, L., Zheng, J., Li, Z., Liu, F., Wang, L., & Yu, W. W. (2026) · Science China Materials · doi:10.1007/s40843-025-3780-3 · Cited by 3
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Weber, I. C., Patino, D. U., Hsu, K., Zosso, Y., Duesselberg, A. L. M., Chen, T., Parkatzidis, K., Wei, S., Mahmud, A., Bastide, G. M. G. B. H., et al. (2026) · Advanced Functional Materials · doi:10.1002/adfm.202528595 · Cited by 3
Martins, T. S., Bott‐Neto, J. L., Torrisi, F., & Oliveira, O. N. (2026) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2026.118879 · Cited by 3
Ou, Q., Chu, H., Liu, Y., Cai, L., Huang, Z., Li, D., Lin, J., Hu, Y., Li, J., Li, P., et al. (2026) · Microsystems & Nanoengineering · doi:10.1038/s41378-026-01362-6 · Cited by 5
Rath, R. J., Brasier, N., Quesada-González, D., Talebian, S., Langley, D., Sanli, A., Sempionatto, J. R., Greene, G. W., Beuschlein, F., Merkoçi, A., et al. (2026) · Device · doi:10.1016/j.device.2026.101214 · Cited by 4
Semiconducting Mesoporous MOF/Metal Oxide Heterostructures for Enhanced Gas Sensing
Han, Z., Ren, Y., Zhang, T., Zhang, X., Zhang, R., Chen, Y., Zou, Y., Shi, Q., & Tao, L. (2026) · ACS Sensors · doi:10.1021/acssensors.6c02060 · Cited by 3
Fu, R., Li, D., Tian, J., Lin, Y., Zhao, Q., Li, W., Chen, F., Guo, D., & Cai, K. (2024) · Angewandte Chemie · doi:10.1002/ange.202406233 · Cited by 4
Pontes, J. G. D. M., Jadranin, M. B., Assalin, M. R., Quintero, M., Stanišić, D., Costa, T. B. B. C., Lengert, A. V. H., Boldrini, É., da Silva, S. R. M., Vidal, D. O., et al. (2024) · Metabolites · doi:10.3390/metabo14080416 · Cited by 3
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Cho, J., Jang, Y., Kim, J., Lee, I., & Lee, W. (2024) · Journal of Flexible and Printed Electronics · doi:10.56767/jfpe.2024.3.1.47 · Cited by 3
Panicker, L. R., Keerthanaa, M. R., Sukumaran, R. A., Lakavath, K., & Kotagiri, Y. G. (2024) · Springer eBooks · doi:10.1007/978-981-97-5473-1_13 · Cited by 3
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Yammouri, G., Aamri, M. E., & Lahcen, A. A. (2025) · Microchemical Journal · doi:10.1016/j.microc.2025.113257 · Cited by 3
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Lv, Y., Zang, X., Sun, X., Li, Z., & Liu, B. (2025) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2025.117420 · Cited by 3
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Singh, P., Mittal, L. S., & Kumar, K. (2025) · Chemical Communications · doi:10.1039/d5cc01757b · Cited by 3
Lv, T., Yang, Y., Zhang, J., Qi, L., Yin, M., Li, Y., Yong, K., & An, Q. (2025) · Chemical Engineering Journal · doi:10.1016/j.cej.2025.167698 · Cited by 3
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Che, H., He, G., Liu, X., Guo, X. R., Lei, C., & Liao, Y. (2025) · Electrochemistry Communications · doi:10.1016/j.elecom.2025.108038 · Cited by 3
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Microneedle-based electrochemical sensors for health monitoring
Parrilla, M. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-13881-2.00020-5 · Cited by 3
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Wang, L., Li, J., Hu, W., & Qin, Y. (2025) · Integrated Circuits and Systems · doi:10.23919/ics.2025.3569486 · Cited by 2
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Wang, M., Wu, Y., Wang, S., Xu, X., Wang, Y., Lu, Y. J., Xu, Y., & Cheng, J. (2025) · Chemical Engineering Journal · doi:10.1016/j.cej.2025.168603 · Cited by 2
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Sarf, E. A., & Bel`skaya, L. V. (2025) · Biomeditsinskaya Khimiya · doi:10.18097/pbmcr1574 · Cited by 2
Zhao, J., He, X., Tang, L., Wang, Y., & Wang, S. (2025) · Bioelectrochemistry · doi:10.1016/j.bioelechem.2025.109174 · Cited by 2
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Kalisz, J., Stelmach, E., Maksymiuk, K., & Michalska, A. (2025) · Current Opinion in Electrochemistry · doi:10.1016/j.coelec.2025.101761 · Cited by 2
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Zhang, S., Li, J., Qiu, X., Xuan, L., Xu, Y., Li, J., Xing, H., Liu, G., & Yang, R. (2026) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2026.117478 · Cited by 2
Esfandiar, M., Hosseinalipour, S. M., & Salehi, S. M. (2026) · Engineering Reports · doi:10.1002/eng2.70593 · Cited by 2
Ahamed, M. A., Guo, B., Khalid, M. A. U., Pal, T., Guo, F., & Guan, W. (2026) · Nano Today · doi:10.1016/j.nantod.2026.103033 · Cited by 2
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Weber, I. C., Zosso, Y., Patino, D. U., Rijns, L., Duesselberg, A. L. M., & Bao, Z. (2026) · Advanced Materials · doi:10.1002/adma.74000 · Cited by 4
Lasalde‐Ramírez, J. A., Won, C., Ji, S., Shin, S., McDonald, R. M., Karish, K., Kim, G., Hang, H., Mukasa, D., Arianpour, B., et al. (2026) · Nature Sensors · doi:10.1038/s44460-026-00117-0 · Cited by 2
Nanopore based single-molecule temporal omics
Li, M., Jiang, J., Niu, H., Ying, Y., & Long, Y. (2023) · Chinese Science Bulletin (Chinese Version) · doi:10.1360/tb-2023-0082 · Cited by 2
Lyons, S., Pomares, P. B., Vidal, L., McGarry, K., Morrin, A., & Brougham, D. F. (2023) · Langmuir · doi:10.1021/acs.langmuir.3c00462 · Cited by 2
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Thomas, E. A. (2023) · Contemporary clinical neuroscience · doi:10.1007/978-3-031-32815-2_1 · Cited by 2
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Abbas, S. Z., Beddu, S. B., Kamal, N. L. M., Anwar, N., Mohamad, D., Rahman, N. B., & Baharudin, S. B. (2024) · Sustainable Energy Technologies and Assessments · doi:10.1016/j.seta.2024.103975 · Cited by 2
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You, S. S., Schober, M., Ben‐Ayed, S., Babaee, S., Owyang, S. Y., Jenkins, J. A., Chai, P. R., & Traverso, G. (2025) · Advanced Intelligent Systems · doi:10.1002/aisy.202400886 · Cited by 2
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Lou, G., Miao, Z., Hassan, M., & Çelebi, K. (2025) · Small Methods · doi:10.1002/smtd.202500439 · Cited by 2
Choi, S.-H., Kim, Y.-J., Lee, D., Lee, J., & Choi, S. (2025) · Journal of Sensor Science and Technology · doi:10.46670/jsst.2025.34.4.352 · Cited by 2
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Scarpa, J. R. (2023) · Current Opinion in Organ Transplantation · doi:10.1097/mot.0000000000001100 · Cited by 2
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Milman, B. L., & Журкович, И. К. (2023) · ANALYTICS Russia · doi:10.22184/2227-572x.2023.13.5.360.365 · Cited by 2
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Ren, H. (2024) · European journal of applied sciences · doi:10.14738/aivp.121.16358 · Cited by 1
Omar, R., Tavolacci, S. C., Liou, L., Villavisanis, D. F., Broza, Y. Y., & Haick, H. (2024) · PLOS Global Public Health · doi:10.1371/journal.pgph.0002836 · Cited by 1
Jia, D., Lei, C., Ren, W., & Liu, C. (2024) · Analytical Chemistry · doi:10.1021/acs.analchem.4c00577 · Cited by 1
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Colizzi, F. (2024) · The Journal of Physical Chemistry Letters · doi:10.1021/acs.jpclett.4c03215 · Cited by 1
Park, J. H., Park, H. J., Jang, S. T., Kim, J., Yoon, J. H., Lee, K. G., & Choi, B. G. (2025) · Physica Scripta · doi:10.1088/1402-4896/adab3f · Cited by 1
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Fauziningtyas, R. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-30168-1.00015-3 · Cited by 2
Wood-Derived Ionic Conductive Cellulose for Transparent and Flexible Methamphetamine Analog Sensors
Zhao, B., Wang, C., Huang, J. D., & Zhang, J. (2025) · ACS Omega · doi:10.1021/acsomega.5c00235 · Cited by 1
Kannan, S., Jegadeesan, Y., Kotagiri, Y. G., & Shanmugaraju, S. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-33030-8.00011-1 · Cited by 1
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Soriano, L. D., Go, S., Li, L., Bajalović, N., & Loke, D. K. (2025) · Micromachines · doi:10.3390/mi16080900 · Cited by 1
Li, W., Li, C., Ma, Y., Zhu, W., Zhang, X., Zheng, H., Li, D., & Pu, Z. (2025) · International Conference on Solid-State Sensors, Actuators and Microsystems · doi:10.1109/transducers61432.2025.11109969 · Cited by 1
Maru, K., Rathore, K., Kalla, S., Jangir, K. K., & Jangir, R. (2025) · Journal of Materials Chemistry C · doi:10.1039/d5tc03234b · Cited by 1
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Xiong, H., Dai, C., Chen, X., Kong, J., Wei, D., Fang, X., & Weng, W. (2026) · Advanced Electronic Materials · doi:10.1002/aelm.202500744 · Cited by 1
Electrochemomics Profiling Metabolic Dynamics in Biofluids
Wang, J., Xia, H., Huang, C., Deng, Q., Wang, T., Cai, P., Li, X., Chi, X., Goh, W. P., Liu, Y., et al. (2026) · Journal of the American Chemical Society · doi:10.1021/jacs.5c18235 · Cited by 1
Han, M., Balaur, E., Darmanin, C., Abbey, B., Stoddart, P. R., Hlaing, M. M., Stockmann, R., Barlow, R., Nascimento, L. A., Silva, S. M., et al. (2026) · ACS Sensors · doi:10.1021/acssensors.6c00192 · Cited by 2
Zhang, Y., Zhong, B., Yuan, Y., Xu, K., Yu, Y., Lou, Z., & Wang, L. (2026) · Advanced Materials Technologies · doi:10.1002/admt.202502662 · Cited by 2
Song, K., Liu, Y., Ma, Q., Liang, C., Mao, L., & Jiang, Y. (2026) · Nature Communications · doi:10.1038/s41467-026-70815-3 · Cited by 1
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Fan, H., Du, X., & Qian, R. (2026) · ChemistryOpen · doi:10.1002/open.202600004 · Cited by 1
MIP-based wearable sweat sensors: From materials design to integrated systems
Wang, Z., Chen, X., Dong, W., & Wang, Z. (2026) · Materials Science and Engineering R Reports · doi:10.1016/j.mser.2026.101227 · Cited by 1
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Chang, N., Wu, D., Song, Y., Jin, B., Su, L., Tang, D., Yao, T., & Liu, H. (2026) · Soft Science · doi:10.20517/ss.2025.132 · Cited by 1
Xiao, G., Zhao, S., Li, J., Zhao, B., Xie, S., Chen, W., Zhang, Q., & Zhao, Y. (2026) · Chemical Engineering Journal · doi:10.1016/j.cej.2026.177407 · Cited by 1
Redkar, M. R., Nalkar, S. Y., Nitalikar, M. M., & Kalangutkar, P. S. (2026) · Journal of Biomedical Materials Research Part B Applied Biomaterials · doi:10.1002/jbm.b.70105 · Cited by 1
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Zhao, C., Liu, Q., Chang, J.-Y., Patil, A., Michalek, L. F., Wu, Y., Yuan, Y., Mow, R. K., Shi, Y., Yao, Y., et al. (2026) · Science Advances · doi:10.1126/sciadv.aec2641 · Cited by 2
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Hu, C., Ruizhang, L., Li, P., Ma, Y., Xie, Y., Liu, S., Wang, L., Peng, M., Shen, B., Ren, X., et al. (2026) · Nature Communications · doi:10.1038/s41467-026-74248-w · Cited by 1
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Zhang, Y., Li, X., Tang, T., Fu, L., Zhang, L., Han, D., Zhai, W., & Wang, J. (2026) · ACS Sensors · doi:10.1021/acssensors.6c01142 · Cited by 1
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Lee, H. B., Lee, D., & Ko, S. H. (2026) · Soft Science · doi:10.20517/ss.2025.149 · Cited by 1
Su, X., Chen, Y., Pu, J., Yang, F., & Yang, Y. (2026) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2026.118980 · Cited by 1
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Lai, Q., Dong, Y., & Liu, G. (2026) · Chemical Engineering Journal · doi:10.1016/j.cej.2026.179383 · Cited by 2
Zhou, G., Ren, G., Cheng, Y., Guo, L., Li, J., Liu, T. F., Zhang, G., Chen, T., Zheng, Y., Liu, C., et al. (2026) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2026.119023 · Cited by 1
Du, Z.-P., Wang, J., Zhang, J.-W., Li, M., & Yan, C.-Q. (2026) · Materials Today Bio · doi:10.1016/j.mtbio.2026.103501 · Cited by 1
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Chen, X., Zhang, J., Liu, X., & Du, H. (2026) · Frontiers in Oncology · doi:10.3389/fonc.2026.1740636 · Cited by 1
Chen, W., Cheng, H., Yin, M., Song, Z., Liang, S., Kuang, S., Li, C., Xue, N., & Liu, C. (2026) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2026.119205 · Cited by 1
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Fatah, S. Q., & Karim, W. O. (2023) · ChemistrySelect · doi:10.1002/slct.202300604 · Cited by 1
Watkins, Z., McHenry, A., & Heikenfeld, J. C. (2023) · Advances in biochemical engineering, biotechnology · doi:10.1007/10_2023_238 · Cited by 1
Jin, Y., Wen, X., Ding, Y., Li, Z., Wang, K., Li, J., Hong, X., & Liu, Y. (2024) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2024.135302 · Cited by 1
Matis, B. R., Liskey, S. W., Gangemi, N. T., Edmunds, A. D., Wilson, W. B., Houston, B. H., Baldwin, J. W., & Photiadis, D. M. (2024) · Scientific Reports · doi:10.1038/s41598-024-63910-2 · Cited by 1
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Metadata
- Authors
- Sempionatto, J. R., Lasalde-Ramírez, J. A., Mahato, K., Wang, J., & Gao, W.
- Affiliations
- California Institute of Technology (US)
- University of California San Diego (US)
- Corresponding author
- Wang, Joseph
- Gao, Wei
- Venue
- Nature Reviews Chemistry
- Published
- 2022-11-15
- Volume
- 6
- Issue
- 12
- Pages
- 899-915
- ISSN
- 2397-3358 (ISSN-L)
- PMC
- PMC9666953
- OpenAlex
- W4309083869
- Cited by
- 613
- References
- 180
- Citations by year
- 2026: 140 · 2025: 213 · 2024: 158 · 2023: 102
- FWCI
- 7.68
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Nature Reviews Chemistry (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- CaltechAUTHORS (California Institute of Technology) (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Science Foundation (2145802)
- National Aeronautics and Space Administration (NNX16AO69A, NASA NNX16AO69A)
- Tobacco-Related Disease Research Program (T31IP1666)
- National Institutes of Health
- University of California, San Diego
- National Heart, Lung, and Blood Institute (R01HL155815)
- Office of Naval Research (N00014‐21‐1‐2845, T31IP1666, N00014‐21‐1‐2483, N00014)
- Topics
- Physical Sciences › Chemistry › Analytical Chemistry › Electrochemical sensors and biosensors
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Engineering › Biomedical Engineering › Biosensors and Analytical Detection
- Keywords
- biomarker discovery, non-invasive biomarkers, sweat, saliva, tears, interstitial fluid, electrochemical sensor, optical sensors, remote patient monitoring, precision medicine
- MeSH terms
- Wearable Electronic Devices, Body Fluids, Sweat, Biosensing Techniques, Biomarkers
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