BIOTEX—Biosensing Textiles for Personalised Healthcare Management
Open accessAbstract
Textile-based sensors offer an unobtrusive method of continually monitoring physiological parameters during daily activities. Chemical analysis of body fluids, noninvasively, is a novel and exciting area of personalized wearable healthcare systems. BIOTEX was an EU-funded project that aimed to develop textile sensors to measure physiological parameters and the chemical composition of body fluids, with a particular interest in sweat. A wearable sensing system has been developed that integrates a textile-based fluid handling system for sample collection and transport with a number of sensors including sodium, conductivity, and pH sensors. Sensors for sweat rate, ECG, respiration, and blood oxygenation were also developed. For the first time, it has been possible to monitor a number of physiological parameters together with sweat composition in real time. This has been carried out via a network of wearable sensors distributed around the body of a subject user. This has huge implications for the field of sports and human performance and opens a whole new field of research in the clinical setting.
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Previously reported sweat-based and other non-invasive biosensors either monitor only one analyte at a time or lack on-site signal processing and calibration for accurate physiological analysis.
“Previously reported sweat-based and other non-invasive biosensors either can only monitor a single analyte at a time or lack on-site signal processing circuitry and sensor calibration mechanisms for accurate analysis of the physiological state14–18.”
From Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis (2016) · cites this paper as [16]
The Introduction describes limitations of earlier sweat-collection methods, but does not say that previously reported biosensors were restricted to one analyte or lacked on-site processing and calibration. It instead describes BIOTEX’s multiparametric patch; the sensor and control-electronics sections discuss calibration before trials and signal processing, without establishing the claimed either-or limitation of prior devices. (LLM, conf=0.76)
Experimental — accuracy not yet measuredWithin the BIOTEX project, researchers have developed a textile based fluid collecting system and sensors for in-vitro and in-vivo testing of pH, sodium and conductivity from body sweat.
“Within this project, researchers have developed a textile based fluid collecting system and sensors for in-vitro and in-vivo testing of pH, sodium and conductivity from body sweat [31,32].”
From A review of wearable sensors and systems with application in rehabilitation (2012) · cites this paper as [32]
By in-vitro and in-vivo testing of the wearable system, researchers have shown that the system can be used for real-time analysis of sweat during physical activity.
“By in-vitro and in-vivo testing of the wearable system, researchers have shown that the system can be used for real-time analysis of sweat during physical activity.”
From A review of wearable sensors and systems with application in rehabilitation (2012) · cites this paper as [32]
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Cites
A Wearable Health Care System Based on Knitted Integrated Sensors
Paradiso, R., Loriga, G., & Taccini, N. (2005) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2005.854512 · Cited by 729 · see citing works
Self-citationVariations in Regional Sweat Composition in Normal Human Males
Patterson, M. J., Galloway, S. D. R., & Nimmo, M. A. (2000) · Experimental Physiology · doi:10.1111/j.1469-445x.2000.02058.x · Cited by 438 · see citing works
Focal hyperhidrosis: diagnosis and management
Haider, A. (2005) · Canadian Medical Association Journal · doi:10.1503/cmaj.1040708 · Cited by 263 · see citing works
Shirreffs, S. M., & Maughan, R. J. (1997) · Journal of Applied Physiology · doi:10.1152/jappl.1997.82.1.336 · Cited by 251 · see citing works
Bio-sensing textile based patch with integrated optical detection system for sweat monitoring
Morris, D., Coyle, S. M., Wu, Y., Lau, K. T., Wallace, G. G., & Diamond, D. (2009) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2009.02.032 · Cited by 234 · see citing works
Self-citationAcute effects of dehydration on sweat composition in men during prolonged exercise in the heat
Morgan, R. M., Patterson, M. J., & Nimmo, M. A. (2004) · Acta Physiologica Scandinavica · doi:10.1111/j.1365-201x.2004.01305.x · Cited by 192 · see citing works
Development of Individual Hydration Strategies for Athletes
Maughan, R. J., & Shirreffs, S. M. (2008) · International Journal of Sport Nutrition and Exercise Metabolism · doi:10.1123/ijsnem.18.5.457 · Cited by 170 · see citing works
A Wearable Sensor for Measuring Sweat Rate
Salvo, P., Francesco, F. D., Costanzo, D., Ferrari, C., Trivella, M. G., & Rossi, D. D. (2010) · IEEE Sensors Journal · doi:10.1109/jsen.2010.2046634 · Cited by 146 · see citing works
Self-citationHeat reactions of male and female Caucasians
Wyndham, C. H., Morrison, J. F., & Williams, C. G. (1965) · Journal of Applied Physiology · doi:10.1152/jappl.1965.20.3.357 · Cited by 135 · see citing works
Novel lactate and pH biosensor for skin and sweat analysis based on single walled carbon nanotubes
Weber, J. E., Kumar, A., Kumar, A., et al. (2006) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2005.12.025 · Cited by 95 · see citing works
One-Step Iodine Starch Method for Direct Visualization of Sweating
Sato, K. T., Sato, K. T., Richardson, A., et al. (1988) · The American Journal of the Medical Sciences · doi:10.1097/00000441-198806000-00006 · Cited by 74 · see citing works
Hydration Recommendations for Sport 2008
Montain, S. J. (2008) · Current Sports Medicine Reports · doi:10.1249/jsr.0b013e31817f005f · Cited by 70 · see citing works
Heat waves and dehydration in the elderly
Rikkert, M. G. M. O., Melis, R. J. F., & Claassen, J. (2009) · BMJ · doi:10.1136/bmj.b2663 · Cited by 69 · see citing works
Advances in textile technologies for unobtrusive monitoring of vital parameters and movements
Paradiso, R., & Rossi, D. D. (2006) · doi:10.1109/iembs.2006.259307 · Cited by 66 · see citing works
Self-citationSniff nasal inspiratory pressure in children
Rafferty, G. F., Leech, S. C., Knight, L., Moxham, J., & Greenough, A. (2000) · Pediatric Pulmonology · doi:10.1002/(sici)1099-0496(200006)29:6 · Cited by 45 · see citing works
Fishberg, E. H., & Bierman, W. (1932) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(18)76198-x · Cited by 43 · see citing works
The dissolved constituents of human sweat
Whitehouse, A. G. R. (1935) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1935.0020 · Cited by 43 · see citing works
Rehydration and recovery after exercise
Maughan, R. J., & Shirreffs, S. M. (2004) · Science & Sports · doi:10.1016/j.scispo.2004.05.003 · Cited by 37 · see citing works
Licht, T. S., Stern, M., & Shwachman, H. (1957) · PubMed · Cited by 35 · see citing works
Bio-sensing textiles - Wearable Chemical Biosensors for Health Monitoring
Coyle, S. M., Wu, Y., Lau, K., Brady, S. A., Wallace, G. G., & Diamond, D. (2007) · Springer eBooks · doi:10.1007/978-3-540-70994-7_6 · Cited by 31 · see citing works
Self-citationBioimpedance Spectroscopy with textile Electrodes for a continuous Monitoring Application
Medrano, G., Beckmann, L., Zimmermann, N., et al. (2007) · Springer eBooks · doi:10.1007/978-3-540-70994-7_4 · Cited by 28 · see citing works
Measurement of the Electrical Conductivity of Sweat
Licht, T. S., Stern, M., & Shwachman, H. (1957) · Clinical Chemistry · doi:10.1093/clinchem/3.1.37 · Cited by 27 · see citing works
Asahina, M., Yamanaka, Y., Akaogi, Y., et al. (2008) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2007.03.009 · Cited by 24 · see citing works
Rehydration and Recovery After Exercise
Shirreffs, S. M. (2000) · doi:10.1002/9780470693766.ch19 · Cited by 22 · see citing works
Bioimpedance measurement system for smart clothing
Vuorela, T., Kukkonen, K., Rantanen, J., et al. (2004) · Proceedings · doi:10.1109/iswc.2003.1241399 · Cited by 21 · see citing works
Horgan, J. (2004) · Computer · doi:10.1109/mc.2004.1260723 · Cited by 15 · see citing works
Feasibility of Sweat Collection by Whole Body Washdown in Moderate to High Humidity Environments
Lemon, P. W. R., & Yarasheski, K. E. (1985) · International Journal of Sports Medicine · doi:10.1055/s-2008-1025811 · Cited by 13 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- J. Massie, K. Gaskin, P. Van Asperen, and B. Wilcken, "Sweat testing following newborn screening for cystic fibrosis," Pediatr. Pulmonol., vol. 29, pp. 452-456, 2000.
Cited by
Sorted by citations
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 · see citing works
A review of wearable sensors and systems with application in rehabilitation
Patel, S., Park, H., Bonato, P., Chan, L., & Rodgers, M. (2012) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/1743-0003-9-21 · Cited by 2,396 · see citing works
Wearable Electronics and Smart Textiles: A Critical Review
Stoppa, M., & Chiolerio, A. (2014) · Sensors · doi:10.3390/s140711957 · Cited by 2,107 · see citing works
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 · see citing works
Wearable and flexible electronics for continuous molecular monitoring
Yang, Y., & Gao, W. (2019) · Chemical Society Reviews · doi:10.1039/c7cs00730b · Cited by 1,315 · see citing works
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 · see citing works
Smart wearable systems: Current status and future challenges
Chan, M., Estève, D., Fourniols, J.-Y., Escriba, C., & Campo, E. (2012) · Artificial Intelligence in Medicine · doi:10.1016/j.artmed.2012.09.003 · Cited by 953 · see citing works
Sonner, Z., Wilder, E., Heikenfeld, J., Kasting, G., Beyette, F., Swaile, D., Sherman, F., Joyce, J., Hagen, J., Kelley-Loughnane, N., et al. (2015) · Biomicrofluidics · doi:10.1063/1.4921039 · Cited by 724 · see citing works
Bonato, P. (2010) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2010.936554 · Cited by 423 · see citing works
Adhesive RFID Sensor Patch for Monitoring of Sweat Electrolytes
Rose, D. P., Ratterman, M. E., Griffin, D. K., Hou, L., Kelley-Loughnane, N., Naik, R. R., Hagen, J. A., Papautsky, I., & Heikenfeld, J. C. (2015) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2014.2369991 · Cited by 416 · see citing works
Smart health monitoring systems: An overview of design and modeling
Baig, M. M., & Gholamhosseini, H. (2013) · Journal of Medical Systems · doi:10.1007/s10916-012-9898-z · Cited by 396 · see citing works
Review of Flexible Temperature Sensing Networks for Wearable Physiological Monitoring
Li, Q., Zhang, L., Tao, X., & Ding, X. (2017) · Advanced Healthcare Materials · doi:10.1002/adhm.201601371 · Cited by 354 · see citing works
A potentiometric tattoo sensor for monitoring ammonium in sweat
Guinovart, T., Bandodkar, A. J., Windmiller, J. R., Andrade, F. J., & Wang, J. (2013) · The Analyst · doi:10.1039/c3an01672b · Cited by 343 · see citing works
Pasluosta, C. F., Gassner, H., Winkler, J., Klucken, J., & Eskofier, B. M. (2015) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2015.2461555 · Cited by 323 · see citing works
A comprehensive survey of wearable and wireless ECG monitoring systems for older adults
Baig, M. M., Gholamhosseini, H., & Connolly, M. J. (2013) · Medical & Biological Engineering & Computing · doi:10.1007/s11517-012-1021-6 · Cited by 284 · see citing works
Sekine, Y., Kim, S. B., Zhang, Y., Bandodkar, A. J., Xu, S., Choi, J., Irie, M., Ray, T. R., Kohli, P., Kozai, N., et al. (2018) · Lab on a Chip · doi:10.1039/c8lc00530c · Cited by 242 · see citing works
IoT technologies for embedded computing: a survey
Samie, F., Bauer, L., & Henkel, J. (2016) · Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis · doi:10.1145/2968456.2974004 · Cited by 190 · see citing works
Body Area Networks for Ubiquitous Healthcare Applications: Opportunities and Challenges
Jovanov, E., & Milenkovic, A. (2011) · Journal of Medical Systems · doi:10.1007/s10916-011-9661-x · Cited by 183 · see citing works
Embroidered electrochemical sensors for biomolecular detection
Liu, X., & Lillehoj, P. B. (2016) · Lab on a Chip · doi:10.1039/c6lc00307a · Cited by 110 · see citing works
Wearable sweat sensing for prolonged, semicontinuous, and nonobtrusive health monitoring
Moonen, E. J. M., Haakma, J. R., Peri, E., Pelssers, E., Mischi, M., & den Toonder, J. M. J. (2020) · VIEW · doi:10.1002/viw.20200077 · Cited by 86 · see citing works
Wireless Capacitive-Based ECG Sensing for Feature Extraction and Mobile Health Monitoring
Wannenburg, J., Malekian, R., & Hancke, G. P. (2018) · IEEE Sensors Journal · doi:10.1109/jsen.2018.2844122 · Cited by 66 · see citing works
- Authors
- Coyle, S., Lau, K.-T., Moyna, N., O'Gorman, D., Diamond, D., Di Francesco, F., Costanzo, D., Salvo, P., Trivella, M. G., De Rossi, D. E., Taccini, N., Paradiso, R., Porchet, J.-A., Ridolfi, A., Luprano, J., Chuzel, C., Lanier, T., Revol-Cavalier, F., Schoumacker, S., Mourier, V., Chartier, I., Convert, R., De-Moncuit, H., & Bini, C.
- Affiliations
- Clarity Centre for Sensor Web Technologies (IE)
- Istituto di Fisiologia Clinica (IT)
- University of Pisa (IT)
- Smartex (Italy) (IT)
- Swiss Center for Electronics and Microtechnology (Switzerland) (CH)
- ORCID
- Venue
- IEEE Transactions on Information Technology in Biomedicine
- Published
- 2010-03
- Volume
- 14
- Issue
- 2
- Pages
- 364-370
- ISSN
- 1089-7771 (ISSN-L)
- 1558-0032
- OpenAlex
- W2166680787
- Cited by
- 330
- References
- 27
- Citations by year
- 2026: 8 · 2025: 10 · 2024: 11 · 2023: 18 · 2022: 12 · 2021: 18 · 2020: 28 · 2019: 39 · 2018: 27 · 2017: 20 · 2016: 25 · 2015: 26 · 2014: 28 · 2013: 21 · 2012: 19
- FWCI
- 11.30
- Type
- journal article
- Language
- en
- Open access
- green
- doras.dcu.ie
- Locations
- IEEE Transactions on Information Technology in Biomedicine (publishedVersion)
- PubMed (publishedVersion)
- Arrow@dit (Dublin Institute of Technology) (submittedVersion)
- CINECA IRIS Institutial research information system (University of Pisa) (submittedVersion)
- Dublin City University Open Access Institutional Repository (Dublin City University) (submittedVersion)
- Funders
- European Commission
- Science Foundation Ireland (07/CE/I1147)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Physical Sciences › Engineering › Biomedical Engineering › Wireless Body Area Networks
- Keywords
- textile sensors, wearable sensors, sweat analysis, physiological monitoring, conductivity sensor, pH sensor, sweat rate, electrocardiogram, respiratory monitoring, blood oxygenation, personalized healthcare, sports performance monitoring
- MeSH terms
- Abdomen, Artificial Intelligence, Clothing, Electrocardiography, Electronics, Medical, Humans, Hydrogen-Ion Concentration, Monitoring, Physiologic, Oximetry, Respiration, Sternum, Sweat, Telemetry, Textiles, Thorax, Precision Medicine
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