Current Trends in the Development of Electrochemical Biosensor for Detecting Analytes from Sweat
- Authors: Singh A.1, Sharma A.1, Dubey A.1, Arya S.1
-
Affiliations:
- Department of Physics, University of Jammu
- Issue: Vol 31, No 25 (2024)
- Pages: 3882-3898
- Section: Anti-Infectives and Infectious Diseases
- URL: https://permmedjournal.ru/0929-8673/article/view/644881
- DOI: https://doi.org/10.2174/0929867331666230807143639
- ID: 644881
Cite item
Full Text
Abstract
The need for wearable bioelectronics continues to grow, and this technology might significantly alter the medical field. In order to diagnose and treat a patient, conventional medicine takes a "reactive" approach and waits for symptoms to appear first. Therefore, it is preferable to progress toward continuous non-invasive wearable biomonitoring, a preventative strategy that may assist individuals in diagnosing or treating illnesses at the earliest stages, sometimes before any outward symptoms have appeared. Wearable physiological sensors, such as the Apple Watch and FitBit, have arrived on the market as a result of technology advances and have quickly become commonplace. However, few devices currently exist that can report directly on these biomarkers of relevance. This is mostly due to the challenges involved in real-time fluid sampling and generating correct readouts utilising extremely selective and sensitive sensors. Sweat is an excretory fluid that is only allowed to be used in order to reduce invasiveness, but this restriction places additional strain on sensors owing to the diluted concentration of the relevant biomarkers and the changes in pH, salinity, and other biophysical parameters that directly influence the read-out of real-time biosensors. Sweat is favoured amid slightly invasive biofluids due to its low concentration of interfering chemicals and the fact that it may be collected without touching the mucosal layers. This review offers a concise outline of the latest advances in sweat-based wearable sensors, their promise in healthcare monitoring, and the problems faced in analysis based on sweat.
Keywords
About the authors
Anoop Singh
Department of Physics, University of Jammu
Email: info@benthamscience.net
Asha Sharma
Department of Physics, University of Jammu
Email: info@benthamscience.net
Aman Dubey
Department of Physics, University of Jammu
Email: info@benthamscience.net
Sandeep Arya
Department of Physics, University of Jammu
Author for correspondence.
Email: info@benthamscience.net
References
- Huang, X.; Liu, Y.; Chen, K.; Shin, W.J.; Lu, C.J.; Kong, G.W.; Patnaik, D.; Lee, S.H.; Cortes, J.F.; Rogers, J.A. Stretchable, wireless sensors and functional substrates for epidermal characterization of sweat. Small., 2014, 10(15), 3083-3090.
- Heikenfeld, J.; Jajack, A.; Feldman, B.; Granger, S.W.; Gaitonde, S.; Begtrup, G.; Katchman, B.A. Accessing analytes in biofluids for peripheral biochemical monitoring. Nat. Biotechnol., 2019, 37(4), 407-419. doi: 10.1038/s41587-019-0040-3 PMID: 30804536
- Kim, E.H.; Han, H.; Yu, S.; Park, C.; Kim, G.; Jeong, B.; Lee, S.W.; Kim, J.S.; Lee, S.; Kim, J.; Park, J.U.; Shim, W.; Park, C. Interactive skin display with epidermal stimuli electrode. Adv. Sci., 2019, 6(13), 1802351. doi: 10.1002/advs.201802351 PMID: 31380180
- Yang, Y.; Song, Y.; Bo, X.; Min, J.; Pak, O.S.; Zhu, L.; Wang, M.; Tu, J.; Kogan, A.; Zhang, H.; Hsiai, T.K.; Li, Z.; Gao, W. A laser-engraved wearable sensor for sensitive detection of uric acid and tyrosine in sweat. Nat. Biotechnol., 2020, 38(2), 217-224. doi: 10.1038/s41587-019-0321-x PMID: 31768044
- Cheng, X.; Wang, B.; Zhao, Y.; Hojaiji, H.; Lin, S.; Shih, R.; Lin, H.; Tamayosa, S.; Ham, B.; Stout, P.; Salahi, K.; Wang, Z.; Zhao, C.; Tan, J.; Emaminejad, S. A mediator-free electroenzymatic sensing methodology to mitigate ionic and electroactive interferents effects for reliable wearable metabolite and nutrient monitoring. Adv. Funct. Mater., 2020, 30(10), 1908507. doi: 10.1002/adfm.201908507
- Bandodkar, A.J.; Wang, J. Non-invasive wearable electrochemical sensors: A review. Trends Biotechnol., 2014, 32(7), 363-371. doi: 10.1016/j.tibtech.2014.04.005 PMID: 24853270
- Schmidt, P.; Reiss, A.; Dürichen, R.; Laerhoven, K.V. Wearable-based affect recognition-A review. Sensors., 2019, 19(19), 4079. doi: 10.3390/s19194079 PMID: 31547220
- Lee, E.K.; Kim, M.K.; Lee, C.H. Skin-mountable biosensors and therapeutics: A review. Annu. Rev. Biomed. Eng., 2019, 21(1), 299-323. doi: 10.1146/annurev-bioeng-060418-052315 PMID: 30883212
- Sonner, Z.; Wilder, E.; Heikenfeld, J.; Kasting, G.; Beyette, F.; Swaile, D.; Sherman, F.; Joyce, J.; Hagen, J.; Kelley-Loughnane, N.; Naik, R. The microfluidics of the eccrine sweat gland, including biomarker partitioning, transport, and biosensing implications. Biomicrofluidics., 2015, 9(3), 031301. doi: 10.1063/1.4921039 PMID: 26045728
- Guk, K.; Han, G.; Lim, J.; Jeong, K.; Kang, T.; Lim, E.K.; Jung, J. Evolution of wearable devices with real-time disease monitoring for personalized healthcare. Nanomaterials., 2019, 9(6), 813. doi: 10.3390/nano9060813 PMID: 31146479
- Hwang, I.; Kim, H.N.; Seong, M.; Lee, S.H.; Kang, M.; Yi, H.; Bae, W.G.; Kwak, M.K.; Jeong, H.E. Multifunctional smart skin adhesive patches for advanced health care. Adv. Healthc. Mater., 2018, 7(15), 1800275. doi: 10.1002/adhm.201800275 PMID: 29757494
- Yao, H.; Shum, A.J.; Cowan, M.; Lähdesmäki, I.; Parviz, B.A. A contact lens with embedded sensor for monitoring tear glucose level. Biosens. Bioelectron., 2011, 26(7), 3290-3296. doi: 10.1016/j.bios.2010.12.042 PMID: 21257302
- Khan, Y.; Ostfeld, A.E.; Lochner, C.M.; Pierre, A.; Arias, A.C. Monitoring of vital signs with flexible and wearable medical devices. Adv. Mater., 2016, 28(22), 4373-4395. doi: 10.1002/adma.201504366 PMID: 26867696
- Choi, S.; Lee, H.; Ghaffari, R.; Hyeon, T.; Kim, D.H. Recent advances in flexible and stretchable bio-electronic devices integrated with nanomaterials. Adv. Mater., 2016, 28(22), 4203-4218. doi: 10.1002/adma.201504150 PMID: 26779680
- Turner, A. Biosensors: Then and now. Trends Biotechnol., 2013, 31(3), 119-120. doi: 10.1016/j.tibtech.2012.10.002 PMID: 23122617
- Ronkainen, N.J.; Halsall, H.B.; Heineman, W.R. Electrochemical biosensors. Chem. Soc. Rev., 2010, 39(5), 1747-1763. doi: 10.1039/b714449k PMID: 20419217
- Kim, D.H.; Lu, N.; Ghaffari, R.; Rogers, J.A. Inorganic semiconductor nanomaterials for flexible and stretchable bio-integrated electronics. NPG Asia Mater., 2012, 4(4), e15-e15. doi: 10.1038/am.2012.27
- Windmiller, J.R.; Wang, J. Wearable electrochemical sensors and biosensors: A review. Electroanalysis, 2013, 25(1), 29-46. doi: 10.1002/elan.201200349
- Bandodkar, A.J.; Molinnus, D.; Mirza, O.; Guinovart, T.; Windmiller, J.R.; Valdés-Ramírez, G.; Andrade, F.J.; Schöning, M.J.; Wang, J. Epidermal tattoo potentiometric sodium sensors with wireless signal transduction for continuous non-invasive sweat monitoring. Biosens. Bioelectron., 2014, 54, 603-609. doi: 10.1016/j.bios.2013.11.039 PMID: 24333582
- Martín, A.; Kim, J.; Kurniawan, J.F.; Sempionatto, J.R.; Moreto, J.R.; Tang, G.; Campbell, A.S.; Shin, A.; Lee, M.Y.; Liu, X.; Wang, J. Epidermal microfluidic electrochemical detection system: Enhanced sweat sampling and metabolite detection. ACS Sens., 2017, 2(12), 1860-1868. doi: 10.1021/acssensors.7b00729 PMID: 29152973
- Xuan, X.; Yoon, H.S.; Park, J.Y. A wearable electrochemical glucose sensor based on simple and low-cost fabrication supported micro-patterned reduced graphene oxide nanocomposite electrode on flexible substrate. Biosens. Bioelectron., 2018, 109, 75-82. doi: 10.1016/j.bios.2018.02.054 PMID: 29529511
- Kang, B.C.; Park, B.S.; Ha, T.J. Highly sensitive wearable glucose sensor systems based on functionalized single-wall carbon nanotubes with glucose oxidase-nafion composites. Appl. Surf. Sci., 2019, 470, 13-18. doi: 10.1016/j.apsusc.2018.11.101
- 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.; Choi, S.H.; Kim, D.H. A graphene-based electrochemical device with thermoresponsive microneedles for diabetes monitoring and therapy. Nat. Nanotechnol., 2016, 11(6), 566-572. doi: 10.1038/nnano.2016.38 PMID: 26999482
- Sempionatto, J.R.; Khorshed, A.A.; Ahmed, A.; De Loyola e Silva, A.N.; Barfidokht, A.; Yin, L.; Goud, K.Y.; Mohamed, M.A.; Bailey, E.; May, J.; Aebischer, C.; Chatelle, C.; Wang, J. Epidermal enzymatic biosensors for sweat vitamin C: Toward personalized nutrition. ACS Sens., 2020, 5(6), 1804-1813. doi: 10.1021/acssensors.0c00604 PMID: 32366089
- Liu, M.; Wen, Y.; Li, D.; Yue, R.; Xu, J.; He, H. A stable sandwich-type amperometric biosensor based on poly(3,4-ethylenedioxythiophene)single walled carbon nanotubes/ascorbate oxidase/nafion films for detection of L-ascorbic acid. Sens. Actuators B Chem., 2011, 159(1), 277-285. doi: 10.1016/j.snb.2011.07.005
- Ibarlucea, B.; Pérez Roig, A.; Belyaev, D.; Baraban, L.; Cuniberti, G. Electrochemical detection of ascorbic acid in artificial sweat using a flexible alginate/CuO-modified electrode. Mikrochim. Acta, 2020, 187(9), 520. doi: 10.1007/s00604-020-04510-5 PMID: 32856149
- Kim, J.; Imani, S.; de Araujo, W.R.; Warchall, J.; Valdés-Ramírez, G.; Paixão, T.R.L.C.; Mercier, P.P.; Wang, J. Wearable salivary uric acid mouthguard biosensor with integrated wireless electronics. Biosens. Bioelectron., 2015, 74, 1061-1068. doi: 10.1016/j.bios.2015.07.039 PMID: 26276541
- Liu, Y.L.; Liu, R.; Qin, Y.; Qiu, Q.F.; Chen, Z.; Cheng, S.B.; Huang, W.H. Flexible electrochemical urea sensor based on surface molecularly imprinted nanotubes for detection of human sweat. Anal. Chem., 2018, 90(21), 13081-13087. doi: 10.1021/acs.analchem.8b04223 PMID: 30272442
- Kim, S.B.; Koo, J.; Yoon, J.; Hourlier-Fargette, A.; Lee, B.; Chen, S.; Jo, S.; Choi, J.; Oh, Y.S.; Lee, G.; Won, S.M.; Aranyosi, A.J.; Lee, S.P.; Model, J.B.; Braun, P.V.; Ghaffari, R.; Park, C.; Rogers, J.A. Soft, skin-interfaced microfluidic systems with integrated enzymatic assays for measuring the concentration of ammonia and ethanol in sweat. Lab Chip, 2020, 20(1), 84-92. doi: 10.1039/C9LC01045A PMID: 31776526
- Tai, L.C.; Gao, W.; Chao, M.; Bariya, M.; Ngo, Q.P.; Shahpar, Z.; Nyein, H.Y.Y.; Park, H.; Sun, J.; Jung, Y.; Wu, E.; Fahad, H.M.; Lien, D.H.; Ota, H.; Cho, G.; Javey, A. Methylxanthine drug monitoring with wearable sweat sensors. Adv. Mater., 2018, 30(23), 1707442. doi: 10.1002/adma.201707442 PMID: 29663538
- Aryal, K.P.; Jeong, H.K. Functionalization of thermally reduced graphite oxide and carbon nanotubes by p-sulfonatocalix4arene and supramolecular recognition of tyrosine. Chem. Phys. Lett., 2019, 714, 69-73. doi: 10.1016/j.cplett.2018.10.074
- Beitollahi, H.; Garkani, N.F. Graphene oxide/ZnO nano composite for sensitive and selective electrochemical sensing of levodopa and tyrosine using modified graphite screen printed electrode. Electroanalysis, 2016, 28(9), 2237-2244. doi: 10.1002/elan.201600143
- Kinnamon, D.; Ghanta, R.; Lin, K.C.; Muthukumar, S.; Prasad, S. Portable biosensor for monitoring cortisol in low-volume perspired human sweat. Sci. Rep., 2017, 7(1), 13312. doi: 10.1038/s41598-017-13684-7 PMID: 29042582
- Kaushik, A.; Vasudev, A.; Arya, S.K.; Pasha, S.K.; Bhansali, S. Recent advances in cortisol sensing technologies for point-of-care application. Biosens. Bioelectron., 2014, 53, 499-512. doi: 10.1016/j.bios.2013.09.060 PMID: 24212052
- Tai, L.C.; Ahn, C.H.; Nyein, H.Y.Y.; Ji, W.; Bariya, M.; Lin, Y.; Li, L.; Javey, A. Nicotine monitoring with a wearable sweat band. ACS Sens., 2020, 5(6), 1831-1837. doi: 10.1021/acssensors.0c00791 PMID: 32429661
- Csősz, É.; Emri, G.; Kalló, G.; Tsaprailis, G.; Tőzsér, J. Highly abundant defense proteins in human sweat as revealed by targeted proteomics and label-free quantification mass spectrometry. J. Eur. Acad. Dermatol. Venereol., 2015, 29(10), 2024-2031. doi: 10.1111/jdv.13221 PMID: 26307449
- Wilson, M. Microbial inhabitants of humans: their ecology and role in health and disease; Cambridge University Press, 2005.
- Okada, T.; Konishi, H.; Ito, M.; Nagura, H.; Asai, J. Identification of secretory immunoglobulin A in human sweat and sweat glands. J. Invest. Dermatol., 1988, 90(5), 648-651. doi: 10.1111/1523-1747.ep12560807 PMID: 3283249
- Marques-Deak, A.; Cizza, G.; Eskandari, F.; Torvik, S.; Christie, I.C.; Sternberg, E.M.; Phillips, T.M. Measurement of cytokines in sweat patches and plasma in healthy women: Validation in a controlled study. J. Immunol. Methods, 2006, 315(1-2), 99-109. doi: 10.1016/j.jim.2006.07.011 PMID: 16942779
- Choi, D.H.; Kim, J.S.; Cutting, G.R.; Searson, P.C. Wearable potentiometric chloride sweat sensor: The critical role of the salt bridge. Anal. Chem., 2016, 88(24), 12241-12247. doi: 10.1021/acs.analchem.6b03391 PMID: 28193033
- Gonzalo-Ruiz, J.; Mas, R.; de Haro, C.; Cabruja, E.; Camero, R.; Alonso-Lomillo, M.A.; Muñoz, F.J. Early determination of cystic fibrosis by electrochemical chloride quantification in sweat. Biosens. Bioelectron., 2009, 24(6), 1788-1791. doi: 10.1016/j.bios.2008.07.051 PMID: 18823769
- Glennon, T.; OQuigley, C.; McCaul, M.; Matzeu, G.; Beirne, S.; Wallace, G.G.; Stroiescu, F.; OMahoney, N.; White, P.; Diamond, D. SWEATCH: A wearable platform for harvesting and analysing sweat sodium content. Electroanalysis, 2016, 28(6), 1283-1289. doi: 10.1002/elan.201600106
- McCaul, M.; Porter, A.; Barrett, R.; White, P.; Stroiescu, F.; Wallace, G.; Diamond, D. Wearable platform for real-time monitoring of sodium in sweat. ChemPhysChem, 2018, 19(12), 1531-1536. doi: 10.1002/cphc.201701312 PMID: 29573322
- Nyein, H.Y.Y.; Tai, L.C.; Ngo, Q.P.; Chao, M.; Zhang, G.B.; Gao, W.; Bariya, M.; Bullock, J.; Kim, H.; Fahad, H.M.; Javey, A. A wearable microfluidic sensing patch for dynamic sweat secretion analysis. ACS Sens., 2018, 3(5), 944-952. doi: 10.1021/acssensors.7b00961 PMID: 29741360
- Nyein, H.Y.Y.; Gao, W.; Shahpar, Z.; Emaminejad, S.; Challa, S.; Chen, K.; Fahad, H.M.; Tai, L.C.; Ota, H.; Davis, R.W.; Javey, A. A wearable electrochemical platform for noninvasive simultaneous monitoring of Ca2+ and pH. ACS Nano, 2016, 10(7), 7216-7224. doi: 10.1021/acsnano.6b04005 PMID: 27380446
- Guinovart, T.; Bandodkar, A.J.; Windmiller, J.R.; Andrade, F.J.; Wang, J. A potentiometric tattoo sensor for monitoring ammonium in sweat. Analyst., 2013, 138(22), 7031-7038. doi: 10.1039/c3an01672b PMID: 24098883
- Gao, W.; Nyein, H.Y.Y.; Shahpar, Z.; Fahad, H.M.; Chen, K.; Emaminejad, S.; Gao, Y.; Tai, L.C.; Ota, H.; Wu, E.; Bullock, J.; Zeng, Y.; Lien, D-H.; Javey, A. Wearable microsensor array for multiplexed heavy metal monitoring of body fluids. ACS Sens., 2016, 1(7), 866-874. doi: 10.1021/acssensors.6b00287
- Bariya, M.; Nyein, H.Y.Y.; Javey, A. Wearable sweat sensors. Nat. Electron., 2018, 1(3), 160-171. doi: 10.1038/s41928-018-0043-y
- Bandodkar, A.J.; Hung, V.W.S.; Jia, W.; Valdés-Ramírez, G.; Windmiller, J.R.; Martinez, A.G.; Ramírez, J.; Chan, G.; Kerman, K.; Wang, J. Tattoo-based potentiometric ion-selective sensors for epidermal pH monitoring. Analyst., 2013, 138(1), 123-128. doi: 10.1039/C2AN36422K PMID: 23113321
- Choi, J.; Bandodkar, A.J.; Reeder, J.T.; Ray, T.R.; Turnquist, A.; Kim, S.B.; Nyberg, N.; Hourlier-Fargette, A.; Model, J.B.; Aranyosi, A.J.; Xu, S.; Ghaffari, R.; Rogers, J.A. Soft, skin-integrated multifunctional microfluidic systems for accurate colorimetric analysis of sweat biomarkers and temperature. ACS Sens., 2019, 4(2), 379-388. doi: 10.1021/acssensors.8b01218 PMID: 30707572
- Holmes, N.; Bates, G.; Zhao, Y.; Sherriff, J.; Miller, V. The effect of exercise intensity on sweat rate and sweat sodium and potassium losses in trained endurance athletes. Annals. Sports Med. Res., 2016, 3(2), 1-4.
- OReilly, J.; Cheng, H.L.; Poon, E.T.C. New insights in professional horse racing; "in-race" heart rate data, elevated fracture risk, hydration, nutritional and lifestyle analysis of elite professional jockeys. J. Sports Sci., 2017, 35(5), 441-448. doi: 10.1080/02640414.2016.1171890 PMID: 27070776
- Moyer, J.; Wilson, D.; Finkelshtein, I.; Wong, B.; Potts, R. Correlation between sweat glucose and blood glucose in subjects with diabetes. Diabetes Technol. Ther., 2012, 14(5), 398-402. doi: 10.1089/dia.2011.0262 PMID: 22376082
- Marvelli, A.; Campi, B.; Mergni, G.; Di Cicco, M.E.; Turini, P.; Scardina, P.; Zucchi, R.; Pifferi, M.; Taccetti, G.; Paolicchi, A.; la Marca, G.; Saba, A. Sweat chloride assay by inductively coupled plasma mass spectrometry: A confirmation test for cystic fibrosis diagnosis. Anal. Bioanal. Chem., 2020, 412(25), 6909-6916. doi: 10.1007/s00216-020-02821-3 PMID: 32691087
- Raiszadeh, M.M.; Ross, M.M.; Russo, P.S.; Schaepper, M.A.; Zhou, W.; Deng, J.; Ng, D.; Dickson, A.; Dickson, C.; Strom, M.; Osorio, C.; Soeprono, T.; Wulfkuhle, J.D.; Petricoin, E.F.; Liotta, L.A.; Kirsch, W.M. Proteomic analysis of eccrine sweat: Implications for the discovery of schizophrenia biomarker proteins. J. Proteome Res., 2012, 11(4), 2127-2139. doi: 10.1021/pr2007957 PMID: 22256890
- Peterson, R.A.; Gueniche, A.; Adam de Beaumais, S.; Breton, L.; Dalko-Csiba, M.; Packer, N.H. Sweating the small stuff: Glycoproteins in human sweat and their unexplored potential for microbial adhesion. Glycobiology., 2016, 26(3), 218-229. PMID: 26582610
- Vairo, D.; Bruzzese, L.; Marlinge, M.; Fuster, L.; Adjriou, N.; Kipson, N.; Brunet, P.; Cautela, J.; Jammes, Y.; Mottola, G.; Burtey, S.; Ruf, J.; Guieu, R.; Fenouillet, E. Towards addressing the body electrolyte environment via sweat analysis: Pilocarpine iontophoresis supports assessment of plasma potassium concentration. Sci. Rep., 2017, 7(1), 11801. doi: 10.1038/s41598-017-12211-y PMID: 28924220
- Kim, J.; Sempionatto, J.R.; Imani, S.; Hartel, M.C.; Barfidokht, A.; Tang, G.; Campbell, A.S.; Mercier, P.P.; Wang, J. Simultaneous monitoring of sweat and interstitial fluid using a single wearable biosensor platform. Adv. Sci., 2018, 5(10), 1800880. doi: 10.1002/advs.201800880 PMID: 30356971
- Sempionatto, J.R.; Lin, M.; Yin, L.; De la paz, E.; Pei, K.; Sonsa-ard, T.; de Loyola Silva, A.N.; Khorshed, A.A.; Zhang, F.; Tostado, N.; Xu, S.; Wang, J. An epidermal patch for the simultaneous monitoring of haemodynamic and metabolic biomarkers. Nat. Biomed. Eng., 2021, 5(7), 737-748. doi: 10.1038/s41551-021-00685-1 PMID: 33589782
- Heikenfeld, J.; Jajack, A.; Rogers, J.; Gutruf, P.; Tian, L.; Pan, T.; Li, R.; Khine, M.; Kim, J.; Wang, J.; Kim, J. Wearable sensors: Modalities, challenges, and prospects. Lab. Chip., 2018, 18(2), 217-248. doi: 10.1039/C7LC00914C PMID: 29182185
- Bandodkar, A.J.; Jeerapan, I.; Wang, J. Wearable chemical sensors: Present challenges and future prospects. ACS Sens., 2016, 1(5), 464-482. doi: 10.1021/acssensors.6b00250
- Lee, Y.H.; Jang, M.; Lee, M.Y.; Kweon, O.Y.; Oh, J.H. Flexible field-effect transistor-type sensors based on conjugated molecules. Chem, 2017, 3(5), 724-763. doi: 10.1016/j.chempr.2017.10.005
- Li, M.Z.; Han, S.T.; Zhou, Y. Recent advances in flexible field-effect transistors toward wearable sensors. Adv. Intell. Syst., 2020, 2(11), 2000113. doi: 10.1002/aisy.202000113
- Zheng, Z.; Zhang, H.; Zhai, T.; Xia, F. Overcome debye length limitations for biomolecule sensing based on field effective transistors. Chin. J. Chem., 2021, 39(4), 999-1008. doi: 10.1002/cjoc.202000584
- Nagamine, K.; Mano, T.; Nomura, A.; Ichimura, Y.; Izawa, R.; Furusawa, H.; Matsui, H.; Kumaki, D.; Tokito, S. Noninvasive sweat-lactate biosensor emplsoying a hydrogel-based touch pad. Sci. Rep., 2019, 9(1), 10102. doi: 10.1038/s41598-019-46611-z PMID: 31300711
- Lin, S.; Wang, B.; Zhao, Y.; Shih, R.; Cheng, X.; Yu, W.; Hojaiji, H.; Lin, H.; Hoffman, C.; Ly, D.; Tan, J.; Chen, Y.; Di Carlo, D.; Milla, C.; Emaminejad, S. Natural perspiration sampling and in situ electrochemical analysis with hydrogel micropatches for user-identifiable and wireless chemo/biosensing. ACS Sens., 2020, 5(1), 93-102. doi: 10.1021/acssensors.9b01727 PMID: 31786928
- Yu, H.; Sun, J. Sweat detection theory and fluid driven methods: A review. Nanotechnol. Precis. Eng.,, 2020, 3(3), 126-140. doi: 10.1016/j.npe.2020.08.003
- Xing, S.; Jiang, J.; Pan, T. Interfacial microfluidic transport on micropatterned superhydrophobic textile. Lab Chip, 2013, 13(10), 1937-1947. doi: 10.1039/c3lc41255e PMID: 23536189
- Mitsubayashi, K.; Suzuki, M.; Tamiya, E.; Karube, I. Analysis of metabolites in sweat as a measure of physical condition. Anal. Chim. Acta, 1994, 289(1), 27-34. doi: 10.1016/0003-2670(94)80004-9
- Bergeron, M.F. Heat cramps: Fluid and electrolyte challenges during tennis in the heat. J. Sci. Med. Sport, 2003, 6(1), 19-27. doi: 10.1016/S1440-2440(03)80005-1 PMID: 12801207
- Stern, R.C. The diagnosis of cystic fibrosis. N. Engl. J. Med., 1997, 336(7), 487-491. doi: 10.1056/NEJM199702133360707 PMID: 9017943
- Pilardeau, P.; Vaysse, J.; Garnier, M.; Joublin, M.; Valeri, L. Secretion of eccrine sweat glands during exercise. Br. J. Sports Med., 1979, 13(3), 118-121. doi: 10.1136/bjsm.13.3.118 PMID: 486883
- Heaney, R.P. Calcium in the prevention and treatment of osteoporosis. J. Intern. Med., 1992, 231(2), 169-180. doi: 10.1111/j.1365-2796.1992.tb00520.x PMID: 1541941
- Klesges, R.C.; Ward, K.D.; Shelton, M.L.; Applegate, W.B.; Cantler, E.D.; Palmieri, G.M.; Harmon, K.; Davis, J. Changes in bone mineral content in male athletes. Mechanisms of action and intervention effects. JAMA, 1996, 276(3), 226-230. doi: 10.1001/jama.1996.03540030060033 PMID: 8667568
- Gamella, M.; Campuzano, S.; Manso, J.; Rivera, G.G.; López-Colino, F.; Reviejo, A.J.; Pingarrón, J.M. A novel non-invasive electrochemical biosensing device for in situ determination of the alcohol content in blood by monitoring ethanol in sweat. Anal. Chim. Acta, 2014, 806, 1-7. doi: 10.1016/j.aca.2013.09.020 PMID: 24331037
- Burns, M.; Baselt, R.C. Monitoring drug use with a sweat patch: An experiment with cocaine. J. Anal. Toxicol., 1995, 19(1), 41-48. doi: 10.1093/jat/19.1.41 PMID: 7723301
- Nemiroski, A.; Christodouleas, D.C.; Hennek, J.W.; Kumar, A.A.; Maxwell, E.J.; Fernández-Abedul, M.T.; Whitesides, G.M. Universal mobile electrochemical detector designed for use in resource-limited applications. Proc. Natl. Acad. Sci., 2014, 111(33), 11984-11989. doi: 10.1073/pnas.1405679111 PMID: 25092346
- Yang, Y.; Gao, W. Wearable and flexible electronics for continuous molecular monitoring. Chem. Soc. Rev., 2019, 48(6), 1465-1491. doi: 10.1039/C7CS00730B PMID: 29611861
- Patterson, M.J.; Galloway, S.D.R.; Nimmo, M.A. Variations in regional sweat composition in normal human males. Exp. Physiol., 2000, 85(6), 869-875. doi: 10.1111/j.1469-445X.2000.02058.x PMID: 11187982
- Song, Y.; Min, J.; Yu, Y.; Wang, H.; Yang, Y.; Zhang, H.; Gao, W. Wireless battery-free wearable sweat sensor powered by human motion. Sci. Adv., 2020, 6(40), eaay9842. doi: 10.1126/sciadv.aay9842 PMID: 32998888
- Peng, Z.; Song, J.; Gao, Y.; Liu, J.; Lee, C.; Chen, G.; Wang, Z.; Chen, J.; Leung, M.K.H. A fluorinated polymer sponge with superhydrophobicity for high-performance biomechanical energy harvesting. Nano Energy, 2021, 85, 106021. doi: 10.1016/j.nanoen.2021.106021
- Zou, Y.; Xu, J.; Chen, K.; Chen, J. Advances in nanostructures for high-performance triboelectric nanogenerators. Adv. Mater. Technol., 2021, 6(3), 2000916. doi: 10.1002/admt.202000916
- Xu, J.; Fang, Y.; Chen, J. Wearable biosensors for non-invasive sweat diagnostics. Biosensors., 2021, 11(8), 245. doi: 10.3390/bios11080245 PMID: 34436047
- Zhu, X.; Zhai, Q.; Gu, W.; Li, J.; Wang, E. High-sensitivity electrochemiluminescence probe with molybdenum carbides as nanocarriers for α-fetoprotein sensing. Anal. Chem., 2017, 89(22), 12108-12114. doi: 10.1021/acs.analchem.7b02701 PMID: 29072070
- Tang, Y.; Ng, K.C.; Chen, Y.; Cheng, W. Lightweight, flexible, nanorod electrode with high electrocatalytic activity. Electrochem. Commun., 2013, 27, 120-123. doi: 10.1016/j.elecom.2012.11.016
- Gong, S.; Schwalb, W.; Wang, Y.; Chen, Y.; Tang, Y.; Si, J.; Shirinzadeh, B.; Cheng, W. A wearable and highly sensitive pressure sensor with ultrathin gold nanowires. Nat. Commun., 2014, 5(1), 3132. doi: 10.1038/ncomms4132 PMID: 24495897
- Jason, N.N.; Ho, M.D.; Cheng, W. Resistive electronic skin. J. Mater. Chem. C Mater. Opt. Electron. Devices, 2017, 5(24), 5845-5866. doi: 10.1039/C7TC01169E
- Ho, M.D.; Ling, Y.; Yap, L.W.; Wang, Y.; Dong, D.; Zhao, Y.; Cheng, W. Percolating network of ultrathin gold nanowires and silver nanowires toward "invisible" wearable sensors for detecting emotional expression and apexcardiogram. Adv. Funct. Mater., 2017, 27(25), 1700845. doi: 10.1002/adfm.201700845
- Mohan, A.M.V.; Kim, N.; Gu, Y.; Bandodkar, A.J.; You, J.M.; Kumar, R.; Kurniawan, J.F.; Xu, S.; Wang, J. Merging of thin- and thick-film fabrication technologies: Toward soft stretchable "islandbridge" devices. Adv. Mater. Technol., 2017, 2(4), 1600284. doi: 10.1002/admt.201600284
- Gong, S.; Cheng, W. Toward soft skin-like wearable and implantable energy devices. Adv. Energy Mater., 2017, 7(23), 1700648. doi: 10.1002/aenm.201700648
- Jeerapan, I.; Sempionatto, J.R.; Pavinatto, A.; You, J.M.; Wang, J. Stretchable biofuel cells as wearable textile-based self-powered sensors. J. Mater. Chem. A Mater. Energy Sustain., 2016, 4(47), 18342-18353. doi: 10.1039/C6TA08358G PMID: 28439415
- Bandodkar, A.J.; Nuñez-Flores, R.; Jia, W.; Wang, J. All-printed stretchable electrochemical devices. Adv. Mater., 2015, 27(19), 3060-3065. doi: 10.1002/adma.201500768 PMID: 25856153
- Parrilla, M.; Cánovas, R.; Jeerapan, I.; Andrade, F.J.; Wang, J. A textile-based stretchable multi-ion potentiometric sensor. Adv. Healthc. Mater., 2016, 5(9), 996-1001. doi: 10.1002/adhm.201600092 PMID: 26959998
- Sempionatto, J.R.; Nakagawa, T.; Pavinatto, A.; Mensah, S.T.; Imani, S.; Mercier, P.; Wang, J. Eyeglasses based wireless electrolyte and metabolite sensor platform. Lab Chip, 2017, 17(10), 1834-1842. doi: 10.1039/C7LC00192D PMID: 28470263
- Nyein, H.Y.Y.; Bariya, M.; Kivimäki, L.; Uusitalo, S.; Liaw, T.S.; Jansson, E.; Ahn, C.H.; Hangasky, J.A.; Zhao, J.; Lin, Y.; Happonen, T.; Chao, M.; Liedert, C.; Zhao, Y.; Tai, L.C.; Hiltunen, J.; Javey, A. Regional and correlative sweat analysis using high-throughput microfluidic sensing patches toward decoding sweat. Sci. Adv., 2019, 5(8), eaaw9906. doi: 10.1126/sciadv.aaw9906 PMID: 31453333
- Imani, S.; Bandodkar, A.J.; Mohan, A.M.V.; Kumar, R.; Yu, S.; Wang, J.; Mercier, P.P. A wearable chemicalelectrophysiological hybrid biosensing system for real-time health and fitness monitoring. Nat. Commun., 2016, 7(1), 11650. doi: 10.1038/ncomms11650 PMID: 27212140
- Gao, W.; Emaminejad, S.; Nyein, H.Y.Y.; Challa, S.; Chen, K.; Peck, A.; Fahad, H.M.; Ota, H.; Shiraki, H.; Kiriya, D.; Lien, D.H.; Brooks, G.A.; Davis, R.W.; Javey, A. Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis. Nature, 2016, 529(7587), 509-514. doi: 10.1038/nature16521 PMID: 26819044
- Lee, H.; Song, C.; Baik, S.; Kim, D.; Hyeon, T.; Kim, D.H. Device-assisted transdermal drug delivery. Adv. Drug Deliv. Rev., 2018, 127, 35-45. doi: 10.1016/j.addr.2017.08.009 PMID: 28867296
- Bariya, M.; Shahpar, Z.; Park, H.; Sun, J.; Jung, Y.; Gao, W.; Nyein, H.Y.Y.; Liaw, T.S.; Tai, L.C.; Ngo, Q.P.; Chao, M.; Zhao, Y.; Hettick, M.; Cho, G.; Javey, A. Roll- to-roll gravure printed electrochemical sensors for wearable and medical devices. ACS. Nano., 2018, 12(7), 6978-6987. doi: 10.1021/acsnano.8b02505 PMID: 29924589
- Anastasova, S.; Crewther, B.; Bembnowicz, P.; Curto, V.; Ip, H.M.D.; Rosa, B.; Yang, G.Z. A wearable multisensing patch for continuous sweat monitoring. Biosens. Bioelectron., 2017, 93, 139-145. doi: 10.1016/j.bios.2016.09.038 PMID: 27743863
- Kim, J.; Jeerapan, I.; Imani, S.; Cho, T.N.; Bandodkar, A.; Cinti, S.; Mercier, P.P.; Wang, J. Noninvasive alcohol monitoring using a wearable tattoo-based iontophoretic-biosensing system. ACS Sens., 2016, 1(8), 1011-1019. doi: 10.1021/acssensors.6b00356
- Raza, T.; Qu, L.; Khokhar, W.A.; Andrews, B.; Ali, A.; Tian, M. Progress of wearable and flexible electrochemical biosensors with the aid of conductive nanomaterials. Front. Bioeng. Biotechnol., 2021, 9, 761020. doi: 10.3389/fbioe.2021.761020 PMID: 34881233
- Cao, Q.; Liang, B.; Tu, T.; Wei, J.; Fang, L.; Ye, X. Three-dimensional paper-based microfluidic electrochemical integrated devices (3D-PMED) for wearable electrochemical glucose detection. RSC. Adv., 2019, 9(10), 5674-5681. doi: 10.1039/C8RA09157A PMID: 35515907
Supplementary files
