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      Can Wearable Sweat Lactate Sensors Contribute to Sports Physiology?

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          Abstract

          The rise of wearable sensors to measure lactate content in human sweat during sports activities has attracted the attention of physiologists given the potential of these “analytical tools” to provide real-time information. Beyond the assessment of the sensing technology per se, which, in fact, has not rigorously been validated yet in controlled conditions, there are many open questions about the true usefulness of such wearable sensors in real scenarios. On the one hand, the evidence for the origin of sweat lactate (e.g., via the sweat gland, derivation from blood, or other alternative mechanisms), its high concentration (1–25 mM or even higher) compared to levels in the blood, and the possible correlation between different biofluids (particularly blood) is rather contradictory and generates vivid debate in the field. On the other hand, it is important to point out that accurate detection of sweat lactate is highly dependent on the procedure used to collect and/or reach the fluid, and this can likely explain the large discrepancies reported in the literature. In brief, this paper provides our vision of the current state of the field and a thoughtful evaluation of the possible reasons for present controversies, together with an analysis of the impact of wearable sweat lactate sensors in the physiological context. Finally, although there is not yet overwhelming scientific evidence to provide an unequivocal answer to whether wearable sweat lactate sensors can contribute to sports physiology, we still understand the importance to bring this challenging question up-front to create awareness and guidance in the development, validation, and implementation of wearable sensors.

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          Most cited references113

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          Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis.

          Wearable sensor technologies are essential to the realization of personalized medicine through continuously monitoring an individual's state of health. Sampling human sweat, which is rich in physiological information, could enable non-invasive monitoring. 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 state. Given the complexity of sweat secretion, simultaneous and multiplexed screening of target biomarkers is critical and requires full system integration to ensure the accuracy of measurements. Here we present a mechanically flexible and fully integrated (that is, no external analysis is needed) sensor array for multiplexed in situ perspiration analysis, which simultaneously and selectively measures sweat metabolites (such as glucose and lactate) and electrolytes (such as sodium and potassium ions), as well as the skin temperature (to calibrate the response of the sensors). Our work bridges the technological gap between signal transduction, conditioning (amplification and filtering), processing and wireless transmission in wearable biosensors by merging plastic-based sensors that interface with the skin with silicon integrated circuits consolidated on a flexible circuit board for complex signal processing. This application could not have been realized using either of these technologies alone owing to their respective inherent limitations. The wearable system is used to measure the detailed sweat profile of human subjects engaged in prolonged indoor and outdoor physical activities, and to make a real-time assessment of the physiological state of the subjects. This platform enables a wide range of personalized diagnostic and physiological monitoring applications.
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            Wearable sweat sensors

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              A soft, wearable microfluidic device for the capture, storage, and colorimetric sensing of sweat

              Capabilities in health monitoring via capture and quantitative chemical analysis of sweat could complement, or potentially obviate the need for, approaches based on sporadic assessment of blood samples. Established sweat monitoring technologies use simple fabric swatches and are limited to basic analysis in controlled laboratory or hospital settings. We present a collection of materials and device designs for soft, flexible and stretchable microfluidic systems, including embodiments that integrate wireless communication electronics, which can intimately and robustly bond to the surface of skin without chemical and mechanical irritation. This integration defines access points for a small set of sweat glands such that perspiration spontaneously initiates routing of sweat through a microfluidic network and set of reservoirs. Embedded chemical analyses respond in colorimetric fashion to markers such as chloride and hydronium ions, glucose and lactate. Wireless interfaces to digital image capture hardware serve as a means for quantitation. Human studies demonstrated the functionality of this microfluidic device during fitness cycling in a controlled environment and during long-distance bicycle racing in arid, outdoor conditions. The results include quantitative values for sweat rate, total sweat loss, pH and concentration of both chloride and lactate.
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                Author and article information

                Journal
                ACS Sens
                ACS Sens
                se
                ascefj
                ACS Sensors
                American Chemical Society
                2379-3694
                22 September 2021
                22 October 2021
                : 6
                : 10
                : 3496-3508
                Affiliations
                []Department of Chemistry, KTH Royal Institute of Technology , Teknikringen 30, SE-100 44 Stockholm, Sweden
                []Kinetic Analysis , Sint Janssingel 92, 5211 DA ’s-Hertogenbosch, The Netherlands
                [§ ]Jheronimus Academy of Data Science , Sint Janssingel 92, 5211 DA ’s-Hertogenbosch, The Netherlands
                []Swedish Unit of Metrology in Sports, Institution of Health and Welfare, Dalarna University , SE-791 88 Falun, Sweden
                Author notes
                [* ]Email: M.C. ( mariacb@ 123456kth.se ).
                [* ]Email: G.A.C. ( gacp@ 123456kth.se ).
                Author information
                https://orcid.org/0000-0002-1221-3906
                Article
                10.1021/acssensors.1c01403
                8546758
                34549938
                49628b56-43f3-4276-a8de-5801990a20d5
                © 2021 The Authors. Published by American Chemical Society

                Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained ( https://creativecommons.org/licenses/by/4.0/).

                History
                : 01 July 2021
                Funding
                Funded by: Vetenskapsrådet, doi 10.13039/501100004359;
                Award ID: VR-2017-4887
                Funded by: EIT-Digital, doi NA;
                Award ID: 21169
                Funded by: EIT-Digital, doi NA;
                Award ID: 20158
                Categories
                Perspective
                Custom metadata
                se1c01403
                se1c01403

                lactate sensor,sweat,sport,physiology,wearable platforms
                lactate sensor, sweat, sport, physiology, wearable platforms

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