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Dyshko K, Nicodemus MP, Otterstetter R, Ghadimi H, Daniels S, Fulmer MS, Cheney Z, Ellis R, Stege V, Monty CN. Evaluation of a wearable fabric-based sensor for accurate sodium determination in sweat during exercise. Eur J Appl Physiol 2024; 124:1347-1353. [PMID: 38019318 DOI: 10.1007/s00421-023-05364-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 10/17/2023] [Indexed: 11/30/2023]
Abstract
INTRODUCTION Newly developed wearable fabric sensors (WFS) can increase the ease and accuracy of sweat sodium measurements by performing simultaneous sampling and analysis on the body during exercise. PURPOSE Determine the accuracy of a WFS for measurement of sodium concentration in sweat. METHODS Subjects wore a WFS prototype and sweat collectors on their forearm during cycle ergometry. Subjects exercised at a moderate intensity (~ 65% heart rate reserve) for 30-60 min. Sweat samples were collected and analyzed using a commercial sweat sodium analyzer (SSA) every 10-15 min. WFS were adhered with an armband and connected to custom built electronics. Accuracy was determined by comparing predicted WFS concentration to the actual concentration from the commercial SSA and analyzed statistically using ANOVA and Bland-Altman plots. RESULTS A total of 19 subjects completed the study. The average sweat sodium concentration was 59 mM ± 22 mM from a SSA compared with 54 mM ± 22 mM from the WFS. Overall, the average accuracy of the WFS was 88% in comparison to the SSA with p = 0.45. A line of best fit comparing predicted versus actual sweat sodium concentration had a slope of 0.99, intercept of - 4.46, and an r2 of 0.90. Bland-Altman analysis showed the average concentration difference between the WFS and the SSA was 5.35 mM, with 99% of data points between ± 1.96 times the standard deviation. CONCLUSION The WFS accurately predicted sweat sodium concentration during moderate intensity cycle ergometry. With the need for precise assessment of sodium loss, especially during long duration exercise, this novel analysis method can benefit athletes and coaches. Further research involving longer duration and more intense exercise is warranted.
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Affiliation(s)
- Kristina Dyshko
- RooSense LLC, 1802 E. 25th Street, Cleveland, OH, 44115, USA
| | | | - Ronald Otterstetter
- School of Exercise and Nutrition Sciences, College of Health and Human Sciences, The University of Akron, 302 E. Buchtel Ave, Akron, OH, 44325, USA
| | - Hanieh Ghadimi
- RooSense LLC, 1802 E. 25th Street, Cleveland, OH, 44115, USA
| | - Shelby Daniels
- RooSense LLC, 1802 E. 25th Street, Cleveland, OH, 44115, USA
| | | | - Zachary Cheney
- Department of Chemical and Biomedical Engineering, Washkewicz College of Engineering, Cleveland State University, Cleveland, OH, 44115, USA
| | - Rebecca Ellis
- Department of Chemical and Biomedical Engineering, Washkewicz College of Engineering, Cleveland State University, Cleveland, OH, 44115, USA
| | - Victoria Stege
- Department of Chemical and Biomedical Engineering, Washkewicz College of Engineering, Cleveland State University, Cleveland, OH, 44115, USA
| | - Chelsea N Monty
- Department of Chemical and Biomedical Engineering, Washkewicz College of Engineering, Cleveland State University, Cleveland, OH, 44115, USA.
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Lin B, Sun T, Hui J, Zhou L, Xing Z, Wu Z, Mao H. Monitoring of Sweat Ions and Physiological Parameters via a Reconfigurable Modular System. ACS Sens 2024; 9:1272-1279. [PMID: 38265266 DOI: 10.1021/acssensors.3c02137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2024]
Abstract
In recent years, wearable sensors have revolutionized health monitoring by enabling continuous, real-time tracking of human health and performance. These noninvasive devices are usually designed to monitor human physical state and biochemical markers. However, enhancing their functionalities often demands intricate customization by designers and additional expenses for users. Here, we present a strategy using assembled modular circuits to customize health monitoring wearables. The modular circuits can be effortlessly reconfigured to meet various specific requirements, facilitating the incorporation of diverse functions at a lower cost. To validate this approach, modular circuits were employed to develop four distinct systems for in vitro evaluations. These systems enabled the detection of sweat biomarkers and physical signals under various scenarios, including sedentary state, exercise, and daily activities with or without incorporating iontophoresis to induce sweat. Four key sweat markers (K+, Ca2+, Na+, and pH) and three essential physical indicators (heart rate, blood oxygen levels, and skin temperature) are selected as the detection targets. Commercial methods were also used to evaluate the potential for effective health monitoring with our technique. This reconfigurable modular wearable (ReModuWear) system promises to provide more easy-to-use and comprehensive health assessments. Additionally, it may contribute to environmental sustainability by reusing modules.
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Affiliation(s)
- Bo Lin
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Teng Sun
- Lin Gang Laboratory, Shanghai 201306, China
| | - Jianan Hui
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Lin Zhou
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zhe Xing
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zhenhua Wu
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Hongju Mao
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
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Greco M, Eldridge M, Banks E, Halámková L, Halámek J. Metabolite monitoring concept for the biometric identification of individuals from the skin surface. Analyst 2024; 149:350-356. [PMID: 38018892 DOI: 10.1039/d3an01605f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2023]
Abstract
This study aims at proof of concept that constant monitoring of the concentrations of metabolites in three individuals' sweat over time can differentiate one from another at any given time, providing investigators and analysts with increased ability and means to individualize this bountiful biological sample. A technique was developed to collect and extract authentic sweat samples from three female volunteers for the analysis of lactate, urea, and L-alanine levels. These samples were collected 21 times over a 40-day period and quantified using a series of bioaffinity-based enzymatic assays with UV-vis spectrophotometric detection. Sweat samples were simultaneously dried, derivatized, and analyzed by a GC-MS technique for comparison. Both UV-vis and GC-MS analysis methods provided a statistically significant MANOVA result, demonstrating that the sum of the three metabolites could differentiate each individual at any given day of the time interval. Expanding upon previous studies, this experiment aims to establish a method of metabolite monitoring as opposed to single-point analyses for application to biometric identification from the skin surface.
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Affiliation(s)
- Mindy Greco
- Department of Chemistry, University at Albany, State University of New York, 1400 Washington Avenue, Albany, NY 12222, USA
| | - Morgan Eldridge
- Department of Chemistry, University at Albany, State University of New York, 1400 Washington Avenue, Albany, NY 12222, USA
- Institute for Forensic Science, Department of Environmental Toxicology, Texas Tech University, 1207 S. Gilbert Drive, Lubbock, Texas 79416, USA.
| | - Emilynn Banks
- Institute for Forensic Science, Department of Environmental Toxicology, Texas Tech University, 1207 S. Gilbert Drive, Lubbock, Texas 79416, USA.
| | - Lenka Halámková
- Institute for Forensic Science, Department of Environmental Toxicology, Texas Tech University, 1207 S. Gilbert Drive, Lubbock, Texas 79416, USA.
| | - Jan Halámek
- Department of Chemistry, University at Albany, State University of New York, 1400 Washington Avenue, Albany, NY 12222, USA
- Institute for Forensic Science, Department of Environmental Toxicology, Texas Tech University, 1207 S. Gilbert Drive, Lubbock, Texas 79416, USA.
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4
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Yatsuzuka K, Kawakami R, Niko Y, Tsuda T, Kameda K, Kohri N, Yoshida S, Shiraishi K, Muto J, Mori H, Fujisawa Y, Imamura T, Murakami M. A fluorescence imaging technique suggests that sweat leakage in the epidermis contributes to the pathomechanism of palmoplantar pustulosis. Sci Rep 2024; 14:378. [PMID: 38172327 PMCID: PMC10764317 DOI: 10.1038/s41598-023-50875-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 12/27/2023] [Indexed: 01/05/2024] Open
Abstract
Sweat is an essential protection system for the body, but its failure can result in pathologic conditions, including several skin diseases, such as palmoplantar pustulosis (PPP). As reduced intraepidermal E-cadherin expression in skin lesions was confirmed in PPP skin lesions, a role for interleukin (IL)-1-rich sweat in PPP has been proposed, and IL-1 has been implicated in the altered E-cadherin expression observed in both cultured keratinocytes and mice epidermis. For further investigation, live imaging of sweat perspiration on a mouse toe-pad under two-photon excitation microscopy was performed using a novel fluorescent dye cocktail (which we named JSAC). Finally, intraepidermal vesicle formation which is the main cause of PPP pathogenesis was successfully induced using our "LASER-snipe" technique with JSAC. "LASER-snipe" is a type of laser ablation technique that uses two-photon absorption of fluorescent material to destroy a few acrosyringium cells at a pinpoint location in three-dimensional space of living tissue to cause eccrine sweat leakage. These observatory techniques and this mouse model may be useful not only in live imaging for physiological phenomena in vivo such as PPP pathomechanism investigation, but also for the field of functional physiological morphology.
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Affiliation(s)
- Kazuki Yatsuzuka
- Department of Dermatology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Ryosuke Kawakami
- Department of Molecular Medicine for Pathogenesis, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Yosuke Niko
- Research and Education Faculty, Multidisciplinary Science Cluster, Interdisciplinary Science Unit, Kochi University, Kochi, Japan
| | - Teruko Tsuda
- Department of Dermatology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Kenji Kameda
- Department of Dermatology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Nobushige Kohri
- Department of Dermatology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Satoshi Yoshida
- Department of Dermatology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Ken Shiraishi
- Department of Dermatology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Jun Muto
- Department of Dermatology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Hideki Mori
- Department of Dermatology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Yasuhiro Fujisawa
- Department of Dermatology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Takeshi Imamura
- Department of Molecular Medicine for Pathogenesis, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Masamoto Murakami
- Department of Dermatology, Ehime University Graduate School of Medicine, Ehime, Japan.
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Zhyvolozhnyi A, Samoylenko A, Bart G, Kaisanlahti A, Hekkala J, Makieieva O, Pratiwi F, Miinalainen I, Kaakinen M, Bergman U, Singh P, Nurmi T, Khosrowbadi E, Abdelrady E, Kellokumpu S, Kosamo S, Reunanen J, Röning J, Hiltunen J, Vainio SJ. Enrichment of sweat-derived extracellular vesicles of human and bacterial origin for biomarker identification. Nanotheranostics 2024; 8:48-63. [PMID: 38164498 PMCID: PMC10750121 DOI: 10.7150/ntno.87822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 10/15/2023] [Indexed: 01/03/2024] Open
Abstract
Sweat contains biomarkers for real-time non-invasive health monitoring, but only a few relevant analytes are currently used in clinical practice. In the present study, we investigated whether sweat-derived extracellular vesicles (EVs) can be used as a source of potential protein biomarkers of human and bacterial origin. Methods: By using ExoView platform, electron microscopy, nanoparticle tracking analysis and Western blotting we characterized EVs in the sweat of eight volunteers performing rigorous exercise. We compared the presence of EV markers as well as general protein composition of total sweat, EV-enriched sweat and sweat samples collected in alginate skin patches. Results: We identified 1209 unique human proteins in EV-enriched sweat, of which approximately 20% were present in every individual sample investigated. Sweat derived EVs shared 846 human proteins (70%) with total sweat, while 368 proteins (30%) were captured by medical grade alginate skin patch and such EVs contained the typical exosome marker CD63. The majority of identified proteins are known to be carried by EVs found in other biofluids, mostly urine. Besides human proteins, EV-enriched sweat samples contained 1594 proteins of bacterial origin. Bacterial protein profiles in EV-enriched sweat were characterized by high interindividual variability, that reflected differences in total sweat composition. Alginate-based sweat patch accumulated only 5% proteins of bacterial origin. Conclusion: We showed that sweat-derived EVs provide a rich source of potential biomarkers of human and bacterial origin. Use of commercially available alginate skin patches selectively enrich for human derived material with very little microbial material collected.
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Affiliation(s)
- Artem Zhyvolozhnyi
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Anatoliy Samoylenko
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Geneviève Bart
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Anna Kaisanlahti
- Faculty of Medicine, Biocenter of Oulu, University of Oulu, Finland
| | - Jenni Hekkala
- Faculty of Medicine, Biocenter of Oulu, University of Oulu, Finland
| | - Olha Makieieva
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Feby Pratiwi
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Ilkka Miinalainen
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Mika Kaakinen
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Ulrich Bergman
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Prateek Singh
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Tuomas Nurmi
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Elham Khosrowbadi
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Eslam Abdelrady
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Sakari Kellokumpu
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Susanna Kosamo
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
| | - Justus Reunanen
- Faculty of Medicine, Biocenter of Oulu, University of Oulu, Finland
| | - Juha Röning
- Department of Computer Science and Engineering, University of Oulu, Finland
| | | | - Seppo J. Vainio
- Faculty of Biochemistry and Molecular Medicine, Biocenter Oulu, InfoTech Oulu, University of Oulu, Oulu, Finland
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Greyling CF, Ganguly A, Sardesai AU, Churcher NKM, Lin KC, Muthukumar S, Prasad S. Passive sweat wearable: A new paradigm in the wearable landscape toward enabling "detect to treat" opportunities. Wiley Interdiscip Rev Nanomed Nanobiotechnol 2024; 16:e1912. [PMID: 37356818 DOI: 10.1002/wnan.1912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 04/11/2023] [Accepted: 05/27/2023] [Indexed: 06/27/2023]
Abstract
Growing interest over recent years in personalized health monitoring coupled with the skyrocketing popularity of wearable smart devices has led to the increased relevance of wearable sweat-based sensors for biomarker detection. From optimizing workouts to risk management of cardiovascular diseases and monitoring prediabetes, the ability of sweat sensors to continuously and noninvasively measure biomarkers in real-time has a wide range of applications. Conventional sweat sensors utilize external stimulation of sweat glands to obtain samples, however; this stimulation influences the expression profile of the biomarkers and reduces the accuracy of the detection method. To address this limitation, our laboratory pioneered the development of the passive sweat sensor subfield, which allowed for our progress in developing a sweat chemistry panel. Passive sweat sensors utilize nanoporous structures to confine and detect biomarkers in ultra-low sweat volumes. The ability of passive sweat sensors to use smaller samples than conventional sensors enable users with sedentary lifestyles who perspire less to benefit from sweat sensor technology not previously afforded to them. Herein, the mechanisms and strategies of current sweat sensors are summarized with an emphasis on the emerging subfield of passive sweat-based diagnostics. Prospects for this technology include discovering new biomarkers expressed in sweat and expanding the list of relevant detectable biomarkers. Moreover, the accuracy of biomarker detection can be enhanced with machine learning using prediction algorithms trained on clinical data. Applying this machine learning in conjunction with multiplex biomarker detection will allow for a more holistic approach to trend predictions. This article is categorized under: Diagnostic Tools > Diagnostic Nanodevices Nanotechnology Approaches to Biology > Nanoscale Systems in Biology Diagnostic Tools > Biosensing.
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Affiliation(s)
| | - Antra Ganguly
- Department of Bioengineering, The University of Texas at Dallas, Richardson, Texas, USA
| | - Abha Umesh Sardesai
- Department of Computer Engineering, The University of Texas at Dallas, Richardson, Texas, USA
| | | | - Kai-Chun Lin
- Department of Bioengineering, The University of Texas at Dallas, Richardson, Texas, USA
| | | | - Shalini Prasad
- Department of Bioengineering, The University of Texas at Dallas, Richardson, Texas, USA
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Ruwe T, White E, Zebertavage AS, Runnoe D, Fay D, Daumeyer H, Tracy TS, Uchtman KF, Begtrup G, Yuan Y, Heikenfeld J, Buggele WA. Diverse Drug Classes Partition into Human Sweat: Implications for Both Sweat Fundamentals and for Therapeutic Drug Monitoring. Ther Drug Monit 2023; 45:731-742. [PMID: 37253460 DOI: 10.1097/ftd.0000000000001110] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 03/20/2023] [Indexed: 06/01/2023]
Abstract
ABSTRACT Therapeutic drug monitoring to optimize drug therapy typically relies on the inconvenience of repeated plasma sampling. Sweat is a potential alternative biofluid convenient for sampling. However, limited information exists regarding the range of drugs excreted in sweat and their correlation with plasma concentrations. This study evaluated drugs in sweat and plasma of an ambulatory clinical cohort. Pilocarpine-induced sweat was collected from ambulatory participants at a single instance using an absorbent nylon mesh, followed by concurrent blood sampling for ratio and correlation analyses. In a model drug study, the pharmacokinetics of acetaminophen in sweat and plasma were compared. Of the 14 drugs and 2 metabolites monitored in the clinical study, all compounds were present in sweat and plasma; however, the sweat-to-plasma ratio varied substantially across the drugs. Opioids and methocarbamol demonstrated the highest concentrations in sweat, sometimes exceeding plasma concentrations. Selected antidepressants and muscle relaxants were also detected in sweat at a 2-10-fold dilution to the plasma. Others, such as gabapentin and pregabalin, were highly diluted (>30-fold) in sweat compared with plasma. Together, these data suggest that molecular attributes, specifically hydrophobicity (logP) and charge state at physiologic pH (7.4), enable reasonable prediction of sweat-to-plasma drug correlation. These findings demonstrated that sweat could be used as an alternative biofluid for therapeutic drug monitoring. The findings also suggest that although it has been broadly accepted that small hydrophobic molecules most likely have a strong plasma correlation, there is a small window of hydrophobicity and charge state that permits sweat partitioning.
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Affiliation(s)
| | | | | | | | - Dan Fay
- Eccrine Systems, Inc., Cincinnati, Ohio
| | | | - Timothy S Tracy
- Eccrine Systems, Inc., Cincinnati, Ohio
- Tracy Consultants, Huntsville, Alabama
| | | | | | - Yuchan Yuan
- Johns Hopkins University Baltimore, Maryland; and
| | - Jason Heikenfeld
- Novel Device Laboratory, Biomedical Engineering Department, University of Cincinnati, Cincinnati, Ohio
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Yang DS, Wu Y, Kanatzidis EE, Avila R, Zhou M, Bai Y, Chen S, Sekine Y, Kim J, Deng Y, Guo H, Zhang Y, Ghaffari R, Huang Y, Rogers JA. 3D-printed epidermal sweat microfluidic systems with integrated microcuvettes for precise spectroscopic and fluorometric biochemical assays. Mater Horiz 2023; 10:4992-5003. [PMID: 37641877 DOI: 10.1039/d3mh00876b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Systems for capture, storage and analysis of eccrine sweat can provide insights into physiological health status, quantify losses of water, electrolytes, amino acids and/or other essential species, and identify exposures to adverse environmental species or illicit drugs. Recent advances in materials and device designs serve as the basis for skin-compatible classes of microfluidic platforms and in situ colorimetric assays for precise assessments of sweat rate, sweat loss and concentrations of wide-ranging types of biomarkers in sweat. This paper presents a set of findings that enhances the performance of these systems through the use of microfluidic networks, integrated valves and microscale optical cuvettes formed by three dimensional printing in hard/soft hybrid materials systems, for accurate spectroscopic and fluorometric assays. Field studies demonstrate the capability of these microcuvette systems to evaluate the concentrations of copper, chloride, and glucose in sweat, along with the pH of sweat, with laboratory-grade accuracy and sensitivity.
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Affiliation(s)
- Da Som Yang
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Precision Biology Research Center (PBRC), Sungkyunkwan University, Suwon, 16419, South Korea
| | - Yixin Wu
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Evangelos E Kanatzidis
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Department of Molecular Biosciences, Northwestern University, Evanston, IL, USA
| | - Raudel Avila
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, Rice University, Houston, TX, 77005, USA
| | - Mingyu Zhou
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Yun Bai
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Shulin Chen
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Yurina Sekine
- Materials Sciences Research Center, Japan Atomic Energy Agency, Tokai, Ibaraki 319-1195, Japan
| | - Joohee Kim
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Center for Bionics of Biomedical Research Institute, Korea Institute of Science and Technology, Seoul, 02792, Republic of Korea
| | - Yujun Deng
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
- State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China
| | - Hexia Guo
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Yi Zhang
- Polymer Program, Institute of Materials Science, University of Connecticut, Storrs, Connecticut 06269, USA
- Department of Biomedical Engineering, University of Connecticut, Storrs, Connecticut 06269, USA
| | - Roozbeh Ghaffari
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
- Epicore Biosystems Inc., Cambridge, MA, USA
| | - Yonggang Huang
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL 60208, USA
| | - John A Rogers
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Mechanical Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
- Epicore Biosystems Inc., Cambridge, MA, USA
- Department of Neurological Surgery, Northwestern University, Evanston, IL 60208, USA
- Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL 60208, USA
- Department of Chemistry, Northwestern University, Evanston, IL 60208, USA
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9
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Foster J, Balmain BN, Wilhite DP, Watso JC, Babb TG, Cramer MN, BelvaL LN, Crandall CG. Inhibiting regional sweat evaporation modifies the ventilatory response to exercise: interactions between core and skin temperature. J Appl Physiol (1985) 2023; 134:1011-1021. [PMID: 36892886 PMCID: PMC10110718 DOI: 10.1152/japplphysiol.00597.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 02/27/2023] [Accepted: 03/03/2023] [Indexed: 03/10/2023] Open
Abstract
In humans, elevated body temperatures can markedly increase the ventilatory response to exercise. However, the impact of changing the effective body surface area (BSA) for sweat evaporation (BSAeff) on such responses is unclear. Ten healthy adults (9 males, 1 female) performed eight exercise trials cycling at 6 W/kg of metabolic heat production for 60 min. Four conditions were used where BSAeff corresponded to 100%, 80%, 60%, and 40% of BSA using vapor-impermeable material. Four trials (one at each BSAeff) were performed at 25°C air temperature, and four trials (one at each BSAeff) at 40°C air temperature, each with 20% humidity. The slope of the relation between minute ventilation and carbon dioxide elimination (V̇E/V̇co2 slope) assessed the ventilatory response. At 25°C, the V̇E/V̇co2 slope was elevated by 1.9 and 2.6 units when decreasing BSAeff from 100 to 80 and to 40% (P = 0.033 and 0.004, respectively). At 40°C, V̇E/V̇co2 slope was elevated by 3.3 and 4.7 units, when decreasing BSAeff from 100 to 60 and to 40% (P = 0.016 and P < 0.001, respectively). Linear regression analyses using group average data from each condition demonstrated that end-exercise mean body temperature (integration of core and mean skin temperature) was better associated with the end-exercise ventilatory response, compared with core temperature alone. Overall, we show that impeding regional sweat evaporation increases the ventilatory response to exercise in temperate and hot environmental conditions, and the effect is mediated primarily by increases in mean body temperature.NEW & NOTEWORTHY Exercise in the heat increases the slope of the relation between minute ventilation and carbon dioxide elimination (V̇E/V̇co2 slope) in young healthy adults. An indispensable role for skin temperature in modulating the ventilatory response to exercise is noted, contradicting common belief that internal/core temperature acts independently as a controller of ventilation during hyperthermia.
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Affiliation(s)
- Josh Foster
- Thermal and Vascular Physiology Laboratory, Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, and University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Bryce N Balmain
- Pulmonary Physiology Laboratory, Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, and University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Daniel P Wilhite
- Pulmonary Physiology Laboratory, Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, and University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Joseph C Watso
- Thermal and Vascular Physiology Laboratory, Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, and University of Texas Southwestern Medical Center, Dallas, Texas, United States
- Cardiovascular and Applied Physiology Laboratory, Department of Nutrition & Integrative Physiology, Florida State University, Tallahassee, Florida, United States
| | - Tony G Babb
- Pulmonary Physiology Laboratory, Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, and University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Matthew N Cramer
- Thermal and Vascular Physiology Laboratory, Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, and University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Luke N BelvaL
- Thermal and Vascular Physiology Laboratory, Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, and University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Craig G Crandall
- Thermal and Vascular Physiology Laboratory, Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, and University of Texas Southwestern Medical Center, Dallas, Texas, United States
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10
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Das R, Nag S, Banerjee P. Electrochemical Nanosensors for Sensitization of Sweat Metabolites: From Concept Mapping to Personalized Health Monitoring. Molecules 2023; 28:1259. [PMID: 36770925 PMCID: PMC9920341 DOI: 10.3390/molecules28031259] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 01/11/2023] [Accepted: 01/17/2023] [Indexed: 01/31/2023] Open
Abstract
Sweat contains a broad range of important biomarkers, which may be beneficial for acquiring non-invasive biochemical information on human health status. Therefore, highly selective and sensitive electrochemical nanosensors for the non-invasive detection of sweat metabolites have turned into a flourishing contender in the frontier of disease diagnosis. A large surface area, excellent electrocatalytic behavior and conductive properties make nanomaterials promising sensor materials for target-specific detection. Carbon-based nanomaterials (e.g., CNT, carbon quantum dots, and graphene), noble metals (e.g., Au and Pt), and metal oxide nanomaterials (e.g., ZnO, MnO2, and NiO) are widely used for modifying the working electrodes of electrochemical sensors, which may then be further functionalized with requisite enzymes for targeted detection. In the present review, recent developments (2018-2022) of electrochemical nanosensors by both enzymatic as well as non-enzymatic sensors for the effectual detection of sweat metabolites (e.g., glucose, ascorbic acid, lactate, urea/uric acid, ethanol and drug metabolites) have been comprehensively reviewed. Along with this, electrochemical sensing principles, including potentiometry, amperometry, CV, DPV, SWV and EIS have been briefly presented in the present review for a conceptual understanding of the sensing mechanisms. The detection thresholds (in the range of mM-nM), sensitivities, linear dynamic ranges and sensing modalities have also been properly addressed for a systematic understanding of the judicious design of more effective sensors. One step ahead, in the present review, current trends of flexible wearable electrochemical sensors in the form of eyeglasses, tattoos, gloves, patches, headbands, wrist bands, etc., have also been briefly summarized, which are beneficial for on-body in situ measurement of the targeted sweat metabolites. On-body monitoring of sweat metabolites via wireless data transmission has also been addressed. Finally, the gaps in the ongoing research endeavors, unmet challenges, outlooks and future prospects have also been discussed for the development of advanced non-invasive self-health-care-monitoring devices in the near future.
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Affiliation(s)
- Riyanka Das
- Surface Engineering & Tribology Group, CSIR-Central Mechanical Engineering Research Institute, Mahatma Gandhi Avenue, Durgapur 713209, West Bengal, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, Uttar Pradesh, India
| | - Somrita Nag
- Surface Engineering & Tribology Group, CSIR-Central Mechanical Engineering Research Institute, Mahatma Gandhi Avenue, Durgapur 713209, West Bengal, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, Uttar Pradesh, India
| | - Priyabrata Banerjee
- Surface Engineering & Tribology Group, CSIR-Central Mechanical Engineering Research Institute, Mahatma Gandhi Avenue, Durgapur 713209, West Bengal, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, Uttar Pradesh, India
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11
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Shen JS, Xu YA. [Research advances on the regulatory mechanism of sweat secretion ion channels of eccrine sweat glands]. Zhonghua Shao Shang Yu Chuang Mian Xiu Fu Za Zhi 2022; 38:794-798. [PMID: 36058703 DOI: 10.3760/cma.j.cn501120-20210517-00191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Sweat glands are widely distributed in human skin, among which eccrine sweat glands play major roles in heat dissipation and sweat secretion. Sweat secretion is mainly regulated by nervous system and includes two processes of secretion of secretory coil and reabsorption of sweat duct, involving various ion channels and proteins such as calcium ion channel, potassium ion channel, sodium-potassium-chloride co-transporter 1, Best2 protein, aquaporin 5, cystic fibrosis transmembrane conductance regulator, and epithelial sodium ion channel. This paper reviews the nerve conduction system and various ion channels involved in sweat secretion of exocrine sweat glands in order to provide a theoretical basis for the study of regeneration, repair, and transformation of stem cells.
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Affiliation(s)
- J S Shen
- Department of Emergency, the Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu 322014, China
| | - Y A Xu
- Department of Emergency, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
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12
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Zhao J, Zhang L, Du L, Chen Z, Tang Y, Chen L, Liu X, You L, Zhang Y, Fu X, Li H. Foxa1 mediates eccrine sweat gland development through transcriptional regulation of Na-K-ATPase expression. Braz J Med Biol Res 2022; 55:e12149. [PMID: 35976271 PMCID: PMC9377534 DOI: 10.1590/1414-431x2022e12149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 06/08/2022] [Indexed: 02/05/2023] Open
Abstract
Eccrine sweat glands (ESGs) perform critical functions in temperature regulation in humans. Foxa1 plays an important role in ESG maturation and sweat secretion. Its molecular mechanism, however, remains unknown. This study investigated the expression of Foxa1 and Na-K-ATPase (NKA) in rat footpads at different development stages using immunofluorescence staining, qRT-PCR, and immunoblotting. Also, bioinformatics analysis and Foxa1 overexpression and silencing were employed to evaluate Foxa1 regulation of NKA. The results demonstrated that Foxa1 was consistently expressed during the late stages of ESGs and had a significant role in secretory coil maturation during sweat secretion. Furthermore, the mRNA abundance and protein expression of NKA had similar accumulation trends to those of Foxa1, confirming their underlying connections. Bioinformatics analysis revealed that Foxa1 may interact with these two proteins via binding to conserved motifs in their promoter regions. Foxa1 gain-of-function and loss-of-function experiments in Foxa1-modified cells demonstrated that the activities of NKA were dependent on the presence of Foxa1. Collectively, these data provided evidence that Foxa1 may influence ESG development through transcriptional regulation of NKA expression.
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Affiliation(s)
- Junhong Zhao
- Department of Wound Repair and Dermatologic Surgery, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Lei Zhang
- Mental Health Center, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Lijie Du
- Department of Wound Repair and Dermatologic Surgery, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Zixiu Chen
- Department of Wound Repair and Dermatologic Surgery, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Yue Tang
- Department of Wound Repair and Dermatologic Surgery, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Lijun Chen
- Department of Wound Repair and Dermatologic Surgery, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Xiang Liu
- Department of Wound Repair and Dermatologic Surgery, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Lei You
- School of Basic Medicine, Academy of Bio-Medicine Research, Hubei University of Medicine, Shiyan, Hubei, China
| | - Yonghong Zhang
- School of Basic Medicine, Academy of Bio-Medicine Research, Hubei University of Medicine, Shiyan, Hubei, China
| | - Xiaobing Fu
- Wound Healing and Cell Biology Laboratory, The First Affiliated Hospital, Chinese PLA General Hospital, Beijing, China
| | - Haihong Li
- Department of Wound Repair and Dermatologic Surgery, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
- Department of Plastic Surgery and Burn Center, The Second Affiliated Hospital, Shantou University Medical College, Shantou, Guangdong, China
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13
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Numata T, Takahagi S, Ishii K, Morioke S, Kan T, Mizuno H, Yanase Y, Kawaguchi T, Tanaka A, Hide M. Immunological Changes of Basophil Hyperreactivity to Sweat in Patients With Well-Controlled Atopic Dermatitis. Front Immunol 2022; 13:883605. [PMID: 35844573 PMCID: PMC9277351 DOI: 10.3389/fimmu.2022.883605] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 05/23/2022] [Indexed: 12/02/2022] Open
Abstract
Background Sweat aggravates atopic dermatitis (AD). In patients with AD, type-I hypersensitivity to sweat may be shown by histamine release from patients’ basophils in response to the semi-purified sweat antigen (QR), and the presence of specific immunoglobulin E (IgE) binding to MGL_1304, the component of QR. However, there has been no information on the immunological changes of type-I hypersensitivity to the sweat antigen in patients with well-controlled AD using topical corticosteroids (TCSs) and/or biologics as treatments. Method Histamine-releasing tests using patients’ basophils and QR and the detection of serum IgE against MGL_1304 and mite allergen Der f 1 were performed in patients with AD who were well controlled by topical TCS with/without dupilumab for 53–96 weeks. Results In total, 14 patients were enrolled. Seven patients received TCS therapy alone (TCS group), and seven patients received TCS with dupilumab therapy (dupilumab group). In all participants, the level of specific IgE against MGL_1304 decreased after treatments, but histamine release from basophils in response to QR did not show a statistically significant reduction; rather, it increased. In the dupilumab group, all changes in histamine release induced by QR (increase), the IgE level against MGL_1304 (decrease), and that against Der f 1 (decrease) were statistically significant, whereas the TCS group showed no significant change in any of them. Conclusion The well-controlled condition for 53–96 weeks resulted in no reduction of the hyperreactivity of basophils against in patients with AD, even with the treatment with dupilumab. This study suggests persistent basophil hyperreactivity to sweat antigen over a year or longer.
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Affiliation(s)
- Tomofumi Numata
- Department of Dermatology, Graduate School of Biomedical & Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Shunsuke Takahagi
- Department of Dermatology, Graduate School of Biomedical & Health Sciences, Hiroshima University, Hiroshima, Japan
- *Correspondence: Shunsuke Takahagi,
| | - Kaori Ishii
- Department of Dermatology, Graduate School of Biomedical & Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Satoshi Morioke
- Department of Dermatology, Graduate School of Biomedical & Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Takanobu Kan
- Department of Dermatology, Graduate School of Biomedical & Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Hayato Mizuno
- Department of Dermatology, Graduate School of Biomedical & Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Yuhki Yanase
- Department of Pharmacotherapy, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Tomoko Kawaguchi
- Department of Dermatology, Graduate School of Biomedical & Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Akio Tanaka
- Department of Dermatology, Graduate School of Biomedical & Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Michihiro Hide
- Department of Dermatology, Graduate School of Biomedical & Health Sciences, Hiroshima University, Hiroshima, Japan
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14
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Lang DH, Ba T, Cao SJ, Li F, Dong H, Li JL, Wang LF. [Research advances on signaling pathways affecting sweat gland development and their involvement in the reconstitution of sweat adenoid cells in vitro]. Zhonghua Shao Shang Yu Chuang Mian Xiu Fu Za Zhi 2022; 38:195-200. [PMID: 35220709 DOI: 10.3760/cma.j.cn501120-20201020-00442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
The damage of sweat glands in patients with extensive deep burns results in the loss of thermoregulation, which seriously affects the quality of life of patients. At present, there are many researches on the repair of sweat gland function, but the mechanism of human sweat gland development has not been fully clarified. More and more studies have shown that the cascaded pathways of Wnt/β-catenin, ecto- dysplasin A/ectodysplasin A receptor/nuclear factor-κB, sonic hedgehog, and forkhead box transcription factor jointly affect the development of sweat glands, and it has been reported that the cascaded signaling pathways can be used to achieve the reconstruction of sweat adenoid cells in vitro. This article reviews the signaling pathways that affect the development of sweat glands and their involvement in the reconstruction of sweat adenoid cells in vitro.
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Affiliation(s)
- D H Lang
- The Third Clinical Medical College of Inner Mongolia Medical University, Hohhot 010110, China
| | - T Ba
- Department of Burns, the Third Affiliated Hospital of Inner Mongolia Medical University, Baotou 014010, China
| | - S J Cao
- Department of Burns, the Third Affiliated Hospital of Inner Mongolia Medical University, Baotou 014010, China
| | - F Li
- Department of Burns, the Third Affiliated Hospital of Inner Mongolia Medical University, Baotou 014010, China
| | - H Dong
- Department of Burns, the Third Affiliated Hospital of Inner Mongolia Medical University, Baotou 014010, China
| | - J L Li
- Department of Burns, the Third Affiliated Hospital of Inner Mongolia Medical University, Baotou 014010, China
| | - L F Wang
- Department of Burns, the Third Affiliated Hospital of Inner Mongolia Medical University, Baotou 014010, China
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15
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Chen T, Zhang Z, Lei H, Fen Z, Yuan Y, Jin X, Zhou H, Liu J, Wang W, Guo Q, Li L, Shao J. The relationship between serum 25-hydroxyvitamin-D level and sweat function in patients with type 2 diabetes mellitus. J Endocrinol Invest 2022; 45:361-368. [PMID: 34324162 DOI: 10.1007/s40618-021-01651-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Accepted: 07/24/2021] [Indexed: 10/20/2022]
Abstract
AIMS The objective of this study is to explore the relationship between serum 25-hydroxyvitamin-D(25-(OH)2D3) level and sweat function in patients with type 2 diabetes mellitus (T2DM). METHODS A cross-sectional study of 1021 patients with T2DM who underwent 25-(OH)2D3 level detections and sweat function tests was carried out. These individuals were divided into deficient groups (n = 154 cases), insufficient groups (n = 593 cases) and sufficient groups (n = 274 cases). Spearman correlation analysis and multivariate stepwise linear regression analysis were implemented to determine the association of 25-(OH)2D3 level and sweat function. RESULTS The total presence of sweating dysfunction was 38.59%. Patients with a lower level of serum 25-(OH)2D3 had more severe sweat secretion impairment (P < 0.05). As the decrease of serum 25-(OH)2D3 level, the presence of sweating dysfunction increased (P < 0.05). 25-(OH)2D3 level was positively correlated with sweat function parameters, age and duration of T2DM were negatively correlated with sweat function parameter (P < 0.05). Multivariate stepwise linear regression analysis explored a significant association between serum 25-(OH)2D3 level with sweat function (P < 0.05). CONCLUSIONS Serum 25-(OH)2D3 level was positively correlated with sweat function in patients with T2DM.
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Affiliation(s)
- T Chen
- Department of Endocrinology, Jinling Hospital, Nanjing Medical University, 305 East Zhongshan Road, Nanjing, 210002, Jiangsu, China
| | - Z Zhang
- The Seventh Affiliated Hospital, Sun Yat-Sen University, Shenzhen, China
| | - H Lei
- Department of Endocrinology, Jinling Hospital, Southern Medical University, Nanjing, China
| | - Z Fen
- Department of Endocrinology, Jinling Hospital, Southern Medical University, Nanjing, China
| | - Y Yuan
- Department of Endocrinology, Jinling Hospital, Nanjing Medical University, 305 East Zhongshan Road, Nanjing, 210002, Jiangsu, China
| | - X Jin
- Department of Endocrinology, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China
| | - H Zhou
- Department of Endocrinology, Jinling Hospital, Southern Medical University, Nanjing, China
| | - J Liu
- Department of Endocrinology, Jinling Hospital, Southern Medical University, Nanjing, China
| | - W Wang
- Department of Endocrinology, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China
| | - Q Guo
- Department of Endocrinology, Jinling Hospital, School of Medicine, Nanjing University, Nanjing, China
| | - L Li
- Department of Endocrinology, Chinese Navy No.971.Hospital, 22Minjiang Road, Qingdao, 266000, Shandong, China.
| | - J Shao
- Department of Endocrinology, Jinling Hospital, Nanjing Medical University, 305 East Zhongshan Road, Nanjing, 210002, Jiangsu, China.
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Kim J, Wu Y, Luan H, Yang DS, Cho D, Kwak SS, Liu S, Ryu H, Ghaffari R, Rogers JA. A Skin-Interfaced, Miniaturized Microfluidic Analysis and Delivery System for Colorimetric Measurements of Nutrients in Sweat and Supply of Vitamins Through the Skin. Adv Sci (Weinh) 2022; 9:e2103331. [PMID: 34747140 PMCID: PMC8805554 DOI: 10.1002/advs.202103331] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 09/27/2021] [Indexed: 06/01/2023]
Abstract
Nutrients play critical roles in maintaining core physiological functions and in preventing diseases. Technologies for delivering these nutrients and for monitoring their concentrations can help to ensure proper nutritional balance. Eccrine sweat is a potentially attractive class of biofluid for monitoring purposes due to the ability to capture sweat easily and noninvasively from nearly any region of the body using skin-integrated microfluidic technologies. Here, a miniaturized system of this type is presented that allows simple, rapid colorimetric assessments of the concentrations of multiple essential nutrients in sweat, simultaneously and without any supporting electronics - vitamin C, calcium, zinc, and iron. A transdermal patch integrated directly with the microfluidics supports passive, sustained delivery of these species to the body throughout a period of wear. Comparisons of measurement results to those from traditional lab analysis methods demonstrate the accuracy and reliability of this platform. On-body tests with human subjects reveal correlations between the time dynamics of concentrations of these nutrients in sweat and those of the corresponding concentrations in blood. Studies conducted before and after consuming certain foods and beverages highlight practical capabilities in monitoring nutritional balance, with strong potential to serve as a basis for guiding personalized dietary choices.
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Affiliation(s)
- Joohee Kim
- Center for Bio‐Integrated ElectronicsNorthwestern UniversityEvanstonIL60208USA
- Querrey Simpson Institute for BioelectronicsNorthwestern UniversityEvanstonIL60208USA
| | - Yixin Wu
- Center for Bio‐Integrated ElectronicsNorthwestern UniversityEvanstonIL60208USA
- Querrey Simpson Institute for BioelectronicsNorthwestern UniversityEvanstonIL60208USA
- Department of Materials Science and EngineeringNorthwestern UniversityEvanstonIL60208USA
| | - Haiwen Luan
- Center for Bio‐Integrated ElectronicsNorthwestern UniversityEvanstonIL60208USA
- Querrey Simpson Institute for BioelectronicsNorthwestern UniversityEvanstonIL60208USA
| | - Da Som Yang
- Center for Bio‐Integrated ElectronicsNorthwestern UniversityEvanstonIL60208USA
- Querrey Simpson Institute for BioelectronicsNorthwestern UniversityEvanstonIL60208USA
| | - Donghwi Cho
- Center for Bio‐Integrated ElectronicsNorthwestern UniversityEvanstonIL60208USA
- Querrey Simpson Institute for BioelectronicsNorthwestern UniversityEvanstonIL60208USA
| | - Sung Soo Kwak
- Center for Bio‐Integrated ElectronicsNorthwestern UniversityEvanstonIL60208USA
- Querrey Simpson Institute for BioelectronicsNorthwestern UniversityEvanstonIL60208USA
- Center for Bionics of Biomedical Research InstituteKorea Institute of Science and TechnologySeoul02792Korea
| | - Shanliangzi Liu
- Center for Bio‐Integrated ElectronicsNorthwestern UniversityEvanstonIL60208USA
- Querrey Simpson Institute for BioelectronicsNorthwestern UniversityEvanstonIL60208USA
| | - Hanjun Ryu
- Center for Bio‐Integrated ElectronicsNorthwestern UniversityEvanstonIL60208USA
- Querrey Simpson Institute for BioelectronicsNorthwestern UniversityEvanstonIL60208USA
| | - Roozbeh Ghaffari
- Center for Bio‐Integrated ElectronicsNorthwestern UniversityEvanstonIL60208USA
- Querrey Simpson Institute for BioelectronicsNorthwestern UniversityEvanstonIL60208USA
- Department of Biomedical EngineeringNorthwestern UniversityEvanstonIL60208USA
| | - John A. Rogers
- Center for Bio‐Integrated ElectronicsNorthwestern UniversityEvanstonIL60208USA
- Querrey Simpson Institute for BioelectronicsNorthwestern UniversityEvanstonIL60208USA
- Department of Materials Science and EngineeringNorthwestern UniversityEvanstonIL60208USA
- Department of Biomedical EngineeringNorthwestern UniversityEvanstonIL60208USA
- Department of Mechanical EngineeringNorthwestern UniversityEvanstonIL60208USA
- Department of Neurological SurgeryFeinberg School of MedicineNorthwestern UniversityChicagoIL60611USA
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17
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Burat B, Reynaerts A, Baiwir D, Fléron M, Eppe G, Leal T, Mazzucchelli G. Characterization of the Human Eccrine Sweat Proteome-A Focus on the Biological Variability of Individual Sweat Protein Profiles. Int J Mol Sci 2021; 22:ijms221910871. [PMID: 34639210 PMCID: PMC8509809 DOI: 10.3390/ijms221910871] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 10/04/2021] [Accepted: 10/04/2021] [Indexed: 12/17/2022] Open
Abstract
The potential of eccrine sweat as a bio-fluid of interest for diagnosis and personalized therapy has not yet been fully evaluated, due to the lack of in-depth sweat characterization studies. Thanks to recent developments in omics, together with the availability of accredited sweat collection methods, the analysis of human sweat may now be envisioned as a standardized, non-invasive test for individualized monitoring and personalized medicine. Here, we characterized individual sweat samples, collected from 28 healthy adult volunteers under the most standardized sampling methodology, by applying optimized shotgun proteomics. The thorough characterization of the sweat proteome allowed the identification of 983 unique proteins from which 344 were identified across all samples. Annotation-wise, the study of the sweat proteome unveiled the over-representation of newly addressed actin dynamics, oxidative stress and proteasome-related functions, in addition to well-described proteolysis and anti-microbial immunity. The sweat proteome composition correlated with the inter-individual variability of sweat secretion parameters. In addition, both gender-exclusive proteins and gender-specific protein abundances were highlighted, despite the high similarity between human female and male sweat proteomes. In conclusion, standardized sample collection coupled with optimized shotgun proteomics significantly improved the depth of sweat proteome coverage, far beyond previous similar studies. The identified proteins were involved in many diverse biological processes and molecular functions, indicating the potential of this bio-fluid as a valuable biological matrix for further studies. Addressing sweat variability, our results prove the proteomic profiling of sweat to be a promising bio-fluid analysis for individualized, non-invasive monitoring and personalized medicine.
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Affiliation(s)
- Bastien Burat
- Mass Spectrometry Laboratory, MolSys Research Unit, Liège Université, B-4000 Liège, Belgium;
- Correspondence: (B.B.); (G.M.); Tel.: +32-(0)-4-366-34-11; Fax: +32-(0)-4-366-43-8 (G.M.)
| | - Audrey Reynaerts
- Louvain Center for Toxicology and Applied Pharmacology (LTAP), Institut de Recherche Expérimentale et Clinique (IREC), Université Catholique de Louvain, B-1200 Brussels, Belgium; (A.R.); (T.L.)
| | - Dominique Baiwir
- GIGA Proteomics Facility, Liège Université, B-4000 Liège, Belgium; (D.B.); (M.F.)
| | - Maximilien Fléron
- GIGA Proteomics Facility, Liège Université, B-4000 Liège, Belgium; (D.B.); (M.F.)
| | - Gauthier Eppe
- Mass Spectrometry Laboratory, MolSys Research Unit, Liège Université, B-4000 Liège, Belgium;
| | - Teresinha Leal
- Louvain Center for Toxicology and Applied Pharmacology (LTAP), Institut de Recherche Expérimentale et Clinique (IREC), Université Catholique de Louvain, B-1200 Brussels, Belgium; (A.R.); (T.L.)
| | - Gabriel Mazzucchelli
- Mass Spectrometry Laboratory, MolSys Research Unit, Liège Université, B-4000 Liège, Belgium;
- Correspondence: (B.B.); (G.M.); Tel.: +32-(0)-4-366-34-11; Fax: +32-(0)-4-366-43-8 (G.M.)
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18
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Son J, Bae GY, Lee S, Lee G, Kim SW, Kim D, Chung S, Cho K. Cactus-Spine-Inspired Sweat-Collecting Patch for Fast and Continuous Monitoring of Sweat. Adv Mater 2021; 33:e2102740. [PMID: 34396596 DOI: 10.1002/adma.202102740] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Revised: 06/09/2021] [Indexed: 06/13/2023]
Abstract
A sweat sensor is expected to be the most appropriate wearable device for noninvasive healthcare monitoring. However, the practical use of sweat sensors is impeded by irregular and low sweat secretion rates. Here, a sweat-collecting patch that can collect sweat efficiently for fast and continuous healthcare monitoring is demonstrated. The patch uses cactus-spine-inspired wedge-shaped wettability-patterned channels on a hierarchical microstructured/nanostructured surface. The channel shape, in combination with the superhydrophobic/superhydrophilic surface materials, induces a unidirectional Laplace pressure that transports the sweat to the sensing area spontaneously even when the patch is aligned vertically. The patch demonstrates superior sweat-collecting efficiency and reduces the time required to fill the sensing area by transporting sweat almost without leaving it inside the channel. Therefore, a sensor based on the patch responds quickly to biochemicals in sweat, and the patch enables the continuous monitoring of changes in sweat biochemicals according to their changes in the wearer's blood.
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Affiliation(s)
- Jonghyun Son
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang, 37673, South Korea
| | - Geun Yeol Bae
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang, 37673, South Korea
| | - Siyoung Lee
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang, 37673, South Korea
| | - Giwon Lee
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang, 37673, South Korea
| | - Seong Won Kim
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang, 37673, South Korea
| | - Daegun Kim
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang, 37673, South Korea
| | - Sein Chung
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang, 37673, South Korea
| | - Kilwon Cho
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang, 37673, South Korea
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19
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Poitras T, Piragasam RS, Joy T, Jackson J, Chandrasekhar A, Fahlman R, Zochodne DW. Major urinary protein excreted in rodent hindpaw sweat. J Anat 2021; 239:529-535. [PMID: 33686663 PMCID: PMC8273588 DOI: 10.1111/joa.13423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 02/12/2021] [Accepted: 02/18/2021] [Indexed: 11/29/2022] Open
Abstract
Alternative roles for sweat production beyond thermoregulation, considered less frequently, include chemical signaling. We identified the presence of a well-established rodent urinary pheromone, major urinary protein (MUP) in sweat ductules of the footpad dermal skin of mice. A hindpaw sweat proteomic analysis in hindpaw sweat samples collected in rats and generated by unmyelinated axon activation, identified seven lipocalin family members including MUP and 19 additional unique proteins. Behavioural responses to sniffing male mouse foot protein lysates suggested avoidance in a subset of male mice, but were not definitive. Rodent hindpaw sweat glands secrete a repertoire of proteins that include MUPs known to have roles in olfactory communication.
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Affiliation(s)
- Trevor Poitras
- Division of NeurologyDepartment of Medicine and the Neuroscience and Mental Health InstituteUniversity of AlbertaEdmontonABCanada
| | | | - Twinkle Joy
- Division of NeurologyDepartment of Medicine and the Neuroscience and Mental Health InstituteUniversity of AlbertaEdmontonABCanada
| | - Jesse Jackson
- Department of Physiology and the Neuroscience and Mental Health InstituteUniversity of AlbertaEdmontonABCanada
| | - Ambika Chandrasekhar
- Division of NeurologyDepartment of Medicine and the Neuroscience and Mental Health InstituteUniversity of AlbertaEdmontonABCanada
| | - Richard Fahlman
- Department of BiochemistryUniversity of AlbertaEdmontonABCanada
| | - Douglas W. Zochodne
- Division of NeurologyDepartment of Medicine and the Neuroscience and Mental Health InstituteUniversity of AlbertaEdmontonABCanada
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20
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Nyein HYY, Bariya M, Tran B, Ahn CH, Brown BJ, Ji W, Davis N, Javey A. A wearable patch for continuous analysis of thermoregulatory sweat at rest. Nat Commun 2021; 12:1823. [PMID: 33758197 PMCID: PMC7987967 DOI: 10.1038/s41467-021-22109-z] [Citation(s) in RCA: 110] [Impact Index Per Article: 36.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 02/24/2021] [Indexed: 11/18/2022] Open
Abstract
The body naturally and continuously secretes sweat for thermoregulation during sedentary and routine activities at rates that can reflect underlying health conditions, including nerve damage, autonomic and metabolic disorders, and chronic stress. However, low secretion rates and evaporation pose challenges for collecting resting thermoregulatory sweat for non-invasive analysis of body physiology. Here we present wearable patches for continuous sweat monitoring at rest, using microfluidics to combat evaporation and enable selective monitoring of secretion rate. We integrate hydrophilic fillers for rapid sweat uptake into the sensing channel, reducing required sweat accumulation time towards real-time measurement. Along with sweat rate sensors, we integrate electrochemical sensors for pH, Cl-, and levodopa monitoring. We demonstrate patch functionality for dynamic sweat analysis related to routine activities, stress events, hypoglycemia-induced sweating, and Parkinson's disease. By enabling sweat analysis compatible with sedentary, routine, and daily activities, these patches enable continuous, autonomous monitoring of body physiology at rest.
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Affiliation(s)
- Hnin Yin Yin Nyein
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA
- Berkeley Sensor and Actuator Center, University of California, Berkeley, CA, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Mallika Bariya
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA
- Berkeley Sensor and Actuator Center, University of California, Berkeley, CA, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Brandon Tran
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Christine Heera Ahn
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA
| | - Brenden Janatpour Brown
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA
| | - Wenbo Ji
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA
- Berkeley Sensor and Actuator Center, University of California, Berkeley, CA, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Noelle Davis
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA
| | - Ali Javey
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, USA.
- Berkeley Sensor and Actuator Center, University of California, Berkeley, CA, USA.
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
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21
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Rollo I, Randell RK, Baker L, Leyes JY, Medina Leal D, Lizarraga A, Mesalles J, Jeukendrup AE, James LJ, Carter JM. Fluid Balance, Sweat Na + Losses, and Carbohydrate Intake of Elite Male Soccer Players in Response to Low and High Training Intensities in Cool and Hot Environments. Nutrients 2021; 13:nu13020401. [PMID: 33513989 PMCID: PMC7912570 DOI: 10.3390/nu13020401] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 01/21/2021] [Accepted: 01/22/2021] [Indexed: 11/21/2022] Open
Abstract
Hypohydration increases physiological strain and reduces physical and technical soccer performance, but there are limited data on how fluid balance responses change between different types of sessions in professional players. This study investigated sweat and fluid/carbohydrate intake responses in elite male professional soccer players training at low and high intensities in cool and hot environments. Fluid/sodium (Na+) losses and ad-libitum carbohydrate/fluid intake of fourteen elite male soccer players were measured on four occasions: cool (wet bulb globe temperature (WBGT): 15 ± 7 °C, 66 ± 6% relative humidity (RH)) low intensity (rating of perceived exertion (RPE) 2–4, m·min−1 40–46) (CL); cool high intensity (RPE 6–8, m·min−1 82–86) (CH); hot (29 ± 1 °C, 52 ± 7% RH) low intensity (HL); hot high intensity (HH). Exercise involved 65 ± 5 min of soccer-specific training. Before and after exercise, players were weighed in minimal clothing. During training, players had ad libitum access to carbohydrate beverages and water. Sweat [Na+] (mmol·L−1), which was measured by absorbent patches positioned on the thigh, was no different between conditions, CL: 35 ± 9, CH: 38 ± 8, HL: 34 ± 70.17, HH: 38 ± 8 (p = 0.475). Exercise intensity and environmental condition significantly influenced sweat rates (L·h−1), CL: 0.55 ± 0.20, CH: 0.98 ± 0.21, HL: 0.81 ± 0.17, HH: 1.43 ± 0.23 (p =0.001), and percentage dehydration (p < 0.001). Fluid intake was significantly associated with sweat rate (p = 0.019), with no players experiencing hypohydration > 2% of pre-exercise body mass. Carbohydrate intake varied between players (range 0–38 g·h−1), with no difference between conditions. These descriptive data gathered on elite professional players highlight the variation in the hydration status, sweat rate, sweat Na+ losses, and carbohydrate intake in response to training in cool and hot environments and at low and high exercise intensities.
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Affiliation(s)
- Ian Rollo
- Gatorade Sports Science Institute, PepsiCo Life Sciences, Global R&D, Leicestershire LE4 1ET, UK; (R.K.R.); (L.B.); (J.M.C.)
- School of Sports Exercise and Health Sciences, Loughborough University, Leicestershire LE11 3TU, UK; (A.E.J.); (L.J.J.)
- Correspondence: ; Tel.: +116-2348846
| | - Rebecca K. Randell
- Gatorade Sports Science Institute, PepsiCo Life Sciences, Global R&D, Leicestershire LE4 1ET, UK; (R.K.R.); (L.B.); (J.M.C.)
- School of Sports Exercise and Health Sciences, Loughborough University, Leicestershire LE11 3TU, UK; (A.E.J.); (L.J.J.)
| | - Lindsay Baker
- Gatorade Sports Science Institute, PepsiCo Life Sciences, Global R&D, Leicestershire LE4 1ET, UK; (R.K.R.); (L.B.); (J.M.C.)
| | - Javier Yanguas Leyes
- FC Barcelona Medical Department, FC, 08014 Barcelona, Spain; (J.Y.L.); (D.M.L.); (A.L.); (J.M.)
| | - Daniel Medina Leal
- FC Barcelona Medical Department, FC, 08014 Barcelona, Spain; (J.Y.L.); (D.M.L.); (A.L.); (J.M.)
| | - Antonia Lizarraga
- FC Barcelona Medical Department, FC, 08014 Barcelona, Spain; (J.Y.L.); (D.M.L.); (A.L.); (J.M.)
| | - Jordi Mesalles
- FC Barcelona Medical Department, FC, 08014 Barcelona, Spain; (J.Y.L.); (D.M.L.); (A.L.); (J.M.)
| | - Asker E. Jeukendrup
- School of Sports Exercise and Health Sciences, Loughborough University, Leicestershire LE11 3TU, UK; (A.E.J.); (L.J.J.)
| | - Lewis J. James
- School of Sports Exercise and Health Sciences, Loughborough University, Leicestershire LE11 3TU, UK; (A.E.J.); (L.J.J.)
| | - James M. Carter
- Gatorade Sports Science Institute, PepsiCo Life Sciences, Global R&D, Leicestershire LE4 1ET, UK; (R.K.R.); (L.B.); (J.M.C.)
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22
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Abstract
The recent advent of biodegradable materials has offered huge opportunity to transform healthcare technologies by enabling sensors that degrade naturally after use. The implantable electronic systems made from such materials eliminate the need for extraction or reoperation, minimize chronic inflammatory responses, and hence offer attractive propositions for future biomedical technology. The eco-friendly sensor systems developed from degradable materials could also help mitigate some of the major environmental issues by reducing the volume of electronic or medical waste produced and, in turn, the carbon footprint. With this background, herein we present a comprehensive overview of the structural and functional biodegradable materials that have been used for various biodegradable or bioresorbable electronic devices. The discussion focuses on the dissolution rates and degradation mechanisms of materials such as natural and synthetic polymers, organic or inorganic semiconductors, and hydrolyzable metals. The recent trend and examples of biodegradable or bioresorbable materials-based sensors for body monitoring, diagnostic, and medical therapeutic applications are also presented. Lastly, key technological challenges are discussed for clinical application of biodegradable sensors, particularly for implantable devices with wireless data and power transfer. Promising perspectives for the advancement of future generation of biodegradable sensor systems are also presented.
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Affiliation(s)
- Ensieh
S. Hosseini
- Bendable Electronics and
Sensing Technologies (BEST) Group, James Watt School of Engineering, University of Glasgow, G12 8QQ Glasgow, U.K.
| | - Saoirse Dervin
- Bendable Electronics and
Sensing Technologies (BEST) Group, James Watt School of Engineering, University of Glasgow, G12 8QQ Glasgow, U.K.
| | - Priyanka Ganguly
- Bendable Electronics and
Sensing Technologies (BEST) Group, James Watt School of Engineering, University of Glasgow, G12 8QQ Glasgow, U.K.
| | - Ravinder Dahiya
- Bendable Electronics and
Sensing Technologies (BEST) Group, James Watt School of Engineering, University of Glasgow, G12 8QQ Glasgow, U.K.
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23
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Alrefai H, Mathis SL, Hicks SM, Pivovarova AI, MacGregor GG. Salt and water balance after sweat loss: A study of Bikram yoga. Physiol Rep 2020; 8:e14647. [PMID: 33230967 PMCID: PMC7683807 DOI: 10.14814/phy2.14647] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 10/22/2020] [Accepted: 10/23/2020] [Indexed: 11/24/2022] Open
Abstract
Bikram yoga is practiced in a room heated to 105°F with 40% humidity for 90 min. During the class a large volume of water and electrolytes are lost in the sweat, specifically, sodium is lost, the main cation of the extracellular fluid. There is little known about the volume of sweat and the amount of sodium lost in sweat during Bikram yoga or the optimum quantity of fluid required to replace these losses. The participants who took part in this small feasibility study were five females with a mean age of 47.4 ± 4.7 years and 2.6 ± 1.6 years of experience at Bikram yoga. The total body weight, water consumed, serum sodium concentration, serum osmolality, and serum aldosterone levels were all measured before and after a Bikram yoga practice. Sweat sodium chloride concentration and osmolality were measured at the end of the practice. The mean estimated sweat loss was 1.54 ± 0.65 L, while the amount of water consumed during Bikram yoga was 0.38 ± 0.22 L. Even though only 25% of the sweat loss was replenished with water intake during the Bikram yoga class, we did not observe a change in serum sodium levels or serum osmolality. The sweat contained 82 ± 16 mmol/L of sodium chloride for an estimated total of 6.8 ± 2.1 g of sodium chloride lost in the sweat. The serum aldosterone increased 3.5-fold from before to after Bikram yoga. There was a decrease in the extracellular body fluid compartment of 9.7%. Sweat loss in Bikram yoga predominately produced a volume depletion rather than the dehydration of body fluids. The sweating-stimulated rise in serum aldosterone levels will lead to increased sodium reabsorption from the kidney tubules and restore the extracellular fluid volume over the next 24 hr.
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Affiliation(s)
- Hasan Alrefai
- Department of Biological SciencesThe University of Alabama in HuntsvilleHuntsvilleALUSA
| | - Shannon L. Mathis
- Department of KinesiologyThe University of Alabama in HuntsvilleHuntsvilleALUSA
| | | | | | - Gordon G. MacGregor
- Department of Biological SciencesThe University of Alabama in HuntsvilleHuntsvilleALUSA
- Alabama College of Osteopathic MedicineDothanALUSA
- YogaLytesHuntsvilleALUSA
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24
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Baker LB, Nuccio RP, Reimel AJ, Brown SD, Ungaro CT, De Chavez PJD, Barnes KA. Cross-validation of equations to predict whole-body sweat sodium concentration from regional measures during exercise. Physiol Rep 2020; 8:e14524. [PMID: 32748563 PMCID: PMC7399373 DOI: 10.14814/phy2.14524] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 07/07/2020] [Accepted: 07/09/2020] [Indexed: 12/03/2022] Open
Abstract
We have previously published equations to estimate whole-body (WB) sweat sodium concentration ([Na+ ]) from regional (REG) measures; however, a cross-validation is needed to corroborate the applicability of these prediction equations between studies. The purpose of this study was to determine the validity of published equations in predicting WB sweat [Na+ ] from REG measures when applied to a new data set. Forty-nine participants (34 men, 15 women; 75 ± 12 kg) cycled for 90 min while WB sweat [Na+ ] was measured using the washdown technique. REG sweat [Na+ ] was measured from seven regions using absorbent patches (3M Tegaderm + Pad). Published equations were applied to REG sweat [Na+ ] to determine predicted WB sweat [Na+ ]. Bland-Altman analysis of mean bias (raw and predicted minus measured) and 95% limits of agreement (LOA) were used to compare raw (uncorrected) REG sweat [Na+ ] and predicted WB sweat [Na+ ] to measured WB sweat [Na+ ]. Mean bias (±95% LOA) between raw REG sweat [Na+ ] and measured WB sweat [Na+ ] was 10(±20), 0(±19), 9(±20), 22(±25), 23(±24), 0(±15), -4(±18) mmol/L for the dorsal forearm, ventral forearm, upper arm, chest, upper back, thigh, and calf, respectively. The mean bias (±95% LOA) between predicted WB sweat [Na+ ] and measured WB sweat [Na+ ] was 3(±14), 4(±12), 0(±14), 2(±17), -2(±16), 5(±13), 4(±15) mmol/L for the dorsal forearm, ventral forearm, upper arm, chest, upper back, thigh, and calf, respectively. Prediction equations improve the accuracy of estimating WB sweat [Na+ ] from REG and are therefore recommended for use when determining individualized sweat electrolyte losses.
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Affiliation(s)
- Lindsay B. Baker
- Gatorade Sports Science InstitutePepsiCo R&D Life SciencesBarringtonILUSA
| | - Ryan P. Nuccio
- Gatorade Sports Science InstitutePepsiCo R&D Life SciencesBarringtonILUSA
| | - Adam J. Reimel
- Gatorade Sports Science InstitutePepsiCo R&D Life SciencesBarringtonILUSA
| | - Shyretha D. Brown
- Gatorade Sports Science InstitutePepsiCo R&D Life SciencesBarringtonILUSA
| | - Corey T. Ungaro
- Gatorade Sports Science InstitutePepsiCo R&D Life SciencesBarringtonILUSA
| | | | - Kelly A. Barnes
- Gatorade Sports Science InstitutePepsiCo R&D Life SciencesBarringtonILUSA
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25
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Qiao L, Benzigar MR, Subramony JA, Lovell NH, Liu G. Advances in Sweat Wearables: Sample Extraction, Real-Time Biosensing, and Flexible Platforms. ACS Appl Mater Interfaces 2020; 12:34337-34361. [PMID: 32579332 DOI: 10.1021/acsami.0c07614] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Wearable biosensors for sweat-based analysis are gaining wide attention due to their potential use in personal health monitoring. Flexible wearable devices enable sweat analysis at the molecular level, facilitating noninvasive monitoring of physiological states via real-time monitoring of chemical biomarkers. Advances in sweat extraction technology, real-time biosensors, stretchable materials, device integration, and wireless digital technologies have led to the development of wearable sweat-biosensing devices that are light, flexible, comfortable, aesthetic, affordable, and informative. Herein, we summarize recent advances of sweat wearables from the aspects of sweat extraction, fabrication of stretchable biomaterials, and design of biosensing modules to enable continuous biochemical monitoring, which are essential for a biosensing device. Key chemical components of sweat, sweat capture methodologies, and considerations of flexible substrates for integrating real-time biosensors with electronics to bring innovations in the art of wearables are elaborated. The strategies and challenges involved in improving the wearable biosensing performance and the perspectives for designing sweat-based wearable biosensing devices are discussed.
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Affiliation(s)
- Laicong Qiao
- Graduate School of Biomedical Engineering, University of New South Wales, Sydney, NSW 2052, Australia
| | - Mercy Rose Benzigar
- Graduate School of Biomedical Engineering, University of New South Wales, Sydney, NSW 2052, Australia
| | - J Anand Subramony
- Antibody Discovery and Protein Engineering, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, Maryland 20878, United States
| | - Nigel H Lovell
- Graduate School of Biomedical Engineering, University of New South Wales, Sydney, NSW 2052, Australia
| | - Guozhen Liu
- Graduate School of Biomedical Engineering, University of New South Wales, Sydney, NSW 2052, Australia
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26
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Cui X, Su G, Zhang L, Yi S, Cao Q, Zhou C, Kijlstra A, Yang P. Integrated omics analysis of sweat reveals an aberrant amino acid metabolism pathway in Vogt-Koyanagi-Harada disease. Clin Exp Immunol 2020; 200:250-259. [PMID: 32222072 PMCID: PMC7232003 DOI: 10.1111/cei.13435] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 03/19/2020] [Accepted: 03/19/2020] [Indexed: 12/27/2022] Open
Abstract
Vogt-Koyanagi-Harada (VKH) disease is an autoimmune disease leading to visual impairment. Its pathogenic mechanisms remain poorly understood. Our purpose was to investigate the distinctive protein and metabolic profiles of sweat in patients with VKH disease. In the present study, proteomics and metabolomics analysis was performed on 60 sweat samples (30 VKH patients and 30 normal controls) using liquid chromatography tandem mass spectrometry. Parallel reaction monitoring (PRM) analysis was used to validate the results of our omics analysis. In total, we were able to detect 716 proteins and 175 metabolites. Among them, 116 proteins (99 decreased and 17 increased) were observed to be significantly different in VKH patients when compared to controls. Twenty-one differentially expressed metabolites were identified in VKH patients, of which 18 included choline, L-tryptophan, betaine and L-serine were reduced, while the rest were increased. Our multi-omics strategy reveals an important role for the amino acid metabolic pathway in the pathogenesis of VKH disease. Significant differences in proteins and metabolites were identified in the sweat of VKH patients and, to some extent, an aberrant amino acid metabolism pathway may be a pathogenic factor in the pathogenesis of VKH disease.
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Affiliation(s)
- X. Cui
- The First Affiliated Hospital of Chongqing Medical UniversityChongqing Key Laboratory of Ophthalmology and Chongqing Eye InstituteChongqingChina
| | - G. Su
- The First Affiliated Hospital of Chongqing Medical UniversityChongqing Key Laboratory of Ophthalmology and Chongqing Eye InstituteChongqingChina
| | - L. Zhang
- The First Affiliated Hospital of Chongqing Medical UniversityChongqing Key Laboratory of Ophthalmology and Chongqing Eye InstituteChongqingChina
| | - S. Yi
- The First Affiliated Hospital of Chongqing Medical UniversityChongqing Key Laboratory of Ophthalmology and Chongqing Eye InstituteChongqingChina
| | - Q. Cao
- The First Affiliated Hospital of Chongqing Medical UniversityChongqing Key Laboratory of Ophthalmology and Chongqing Eye InstituteChongqingChina
| | - C. Zhou
- The First Affiliated Hospital of Chongqing Medical UniversityChongqing Key Laboratory of Ophthalmology and Chongqing Eye InstituteChongqingChina
| | - A. Kijlstra
- University Eye Clinic MaastrichtMaastrichtthe Netherlands
| | - P. Yang
- The First Affiliated Hospital of Chongqing Medical UniversityChongqing Key Laboratory of Ophthalmology and Chongqing Eye InstituteChongqingChina
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27
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Siquier-Coll J, Bartolomé I, Perez-Quintero M, Grijota FJ, Muñoz D, Maynar-Mariño M. Effects of exposure to high temperatures on serum, urine and sweat concentrations of iron and copper. J Therm Biol 2020; 89:102536. [PMID: 32364981 DOI: 10.1016/j.jtherbio.2020.102536] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2019] [Revised: 01/30/2020] [Accepted: 02/09/2020] [Indexed: 11/19/2022]
Abstract
The objective of this research was to determine the acute effect of a maximum test until exhaustion in normothermia and hyperthermia, and after repeated exposure to heat at high temperatures on the homeostasis of Fe and Cu. The sample was composed of twenty-nine male university students. The participants were divided into a control group (CG) and an experimental group (EG). All of them underwent an incremental test until exhaustion in normothermia and hyperthermia before and after the repeated exposure of EG to heat at high temperatures, consisting of 9 heat acclimatisation sessions in the sauna. Samples of urine and blood were taken before and after each test. Additionally, sweat samples were collected in the hyperthermia test. The samples were frozen at -80 °C for further analysis by ICP-MS. None of the metal concentrations in serum were affected by hyperthermia or exposure to heat. Urinary Fe increased in CG in the hyperthermia test before Heat exposure at High Temperature (HEHT)(p < 0.05) and in both groups after HEHT (p < 0.05). In EG there was an increase in the urinary excretion of Cu after HEHT (p < 0.01) in both trials. Fe suffered a decrease in sweat in EG after exposure to heat (p < 0.05). The concentrations of Fe and Cu in serum were not affected by acute exercise and exposure to high temperatures. However, there was a decrease in excretion of Fe in sweat due to HEHT, and an increase in urinary excretion in both. Therefore, we think that in conditions of high temperatures for long periods of time, attention should be paid to the body levels of these metals.
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Affiliation(s)
- J Siquier-Coll
- Department of Physiology, School of Sport Sciences, University of Extremadura, Spain.
| | - I Bartolomé
- Department of Physiology, School of Sport Sciences, University of Extremadura, Spain
| | - M Perez-Quintero
- Department of Physiology, School of Sport Sciences, University of Extremadura, Spain
| | - F J Grijota
- Department of Didactics of Musical, Plastic and Corporal Expression, School of Teacher Training, University of Extremadura, Spain
| | - D Muñoz
- Department of Physical Education and Sport, Sport Sciences Faculty, University of Extremadura, Cáceres, Spain
| | - M Maynar-Mariño
- Department of Physiology, School of Sport Sciences, University of Extremadura, Spain
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28
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Yu Y, Nyein HYY, Gao W, Javey A. Flexible Electrochemical Bioelectronics: The Rise of In Situ Bioanalysis. Adv Mater 2020; 32:e1902083. [PMID: 31432573 DOI: 10.1002/adma.201902083] [Citation(s) in RCA: 110] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Revised: 04/30/2019] [Indexed: 05/21/2023]
Abstract
The amalgamation of flexible electronics in biological systems has shaped the way health and medicine are administered. The growing field of flexible electrochemical bioelectronics enables the in situ quantification of a variety of chemical constituents present in the human body and holds great promise for personalized health monitoring owing to its unique advantages such as inherent wearability, high sensitivity, high selectivity, and low cost. It represents a promising alternative to probe biomarkers in the human body in a simpler method compared to conventional instrumental analytical techniques. Various bioanalytical technologies are employed in flexible electrochemical bioelectronics, including ion-selective potentiometry, enzymatic amperometry, potential sweep voltammetry, field-effect transistors, affinity-based biosensing, as well as biofuel cells. Recent key innovations in flexible electrochemical bioelectronics from electrochemical sensing modalities, materials, systems, fabrication, to applications are summarized and highlighted. The challenges and opportunities in this field moving forward toward future preventive and personalized medicine devices are also discussed.
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Affiliation(s)
- You Yu
- Division of Engineering and Applied Science, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Hnin Yin Yin Nyein
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, 94720, USA
- Berkeley Sensor and Actuator Center, University of California, Berkeley, CA, 94720, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Wei Gao
- Division of Engineering and Applied Science, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Ali Javey
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, 94720, USA
- Berkeley Sensor and Actuator Center, University of California, Berkeley, CA, 94720, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
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Zhao Y, Wang B, Hojaiji H, Wang Z, Lin S, Yeung C, Lin H, Nguyen P, Chiu K, Salahi K, Cheng X, Tan J, Cerrillos BA, Emaminejad S. A wearable freestanding electrochemical sensing system. Sci Adv 2020; 6:eaaz0007. [PMID: 32219164 PMCID: PMC7083607 DOI: 10.1126/sciadv.aaz0007] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 12/23/2019] [Indexed: 05/24/2023]
Abstract
To render high-fidelity wearable biomarker data, understanding and engineering the information delivery pathway from epidermally retrieved biofluid to a readout unit are critical. By examining the biomarker information delivery pathway and recognizing near-zero strained regions within a microfluidic device, a strain-isolated pathway to preserve biomarker data fidelity is engineered. Accordingly, a generalizable and disposable freestanding electrochemical sensing system (FESS) is devised, which simultaneously facilitates sensing and out-of-plane signal interconnection with the aid of double-sided adhesion. The FESS serves as a foundation to realize a system-level design strategy, addressing the challenges of wearable biosensing, in the presence of motion, and integration with consumer electronics. To this end, a FESS-enabled smartwatch was developed, featuring sweat sampling, electrochemical sensing, and data display/transmission, all within a self-contained wearable platform. The FESS-enabled smartwatch was used to monitor the sweat metabolite profiles of individuals in sedentary and high-intensity exercise settings.
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Affiliation(s)
- Yichao Zhao
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Materials Science and Engineering, University of California, Los Angeles, Los Angeles, CA, USA
| | - Bo Wang
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
| | - Hannaneh Hojaiji
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
| | - Zhaoqing Wang
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
| | - Shuyu Lin
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
| | - Christopher Yeung
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Materials Science and Engineering, University of California, Los Angeles, Los Angeles, CA, USA
| | - Haisong Lin
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
| | - Peterson Nguyen
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
- College of Letters and Sciences, University of California, Los Angeles, Los Angeles, CA, USA
| | - Kaili Chiu
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
- College of Letters and Sciences, University of California, Los Angeles, Los Angeles, CA, USA
| | - Kamyar Salahi
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
| | - Xuanbing Cheng
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Materials Science and Engineering, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jiawei Tan
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Materials Science and Engineering, University of California, Los Angeles, Los Angeles, CA, USA
| | - Betto Alcitlali Cerrillos
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
| | - Sam Emaminejad
- Interconnected & Integrated Bioelectronics Lab (IBL), Department of Electrical and Computer Engineering, University of California, Los Angeles, Los Angeles, CA, USA
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30
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Siquier-Coll J, Bartolomé I, Pérez-Quintero M, Muñoz D, Robles MC, Maynar-Mariño M. Effect of exposure to high temperatures in the excretion of cadmium and lead. J Therm Biol 2020; 89:102545. [PMID: 32364986 DOI: 10.1016/j.jtherbio.2020.102545] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 02/13/2020] [Accepted: 02/14/2020] [Indexed: 01/13/2023]
Abstract
OBJECTIVE This study aims to observe the effect on urine and sweat excretion levels of cadmium (Cd) and lead (Pb) in healthy men in a maximum incremental test until exhaustion and repeated exposure to heat. METHODS twenty-nine adult men divided into control group (CG; n = 14) and experimental group (EG; n = 15) performing two maximum tests until exhaustion in normothermia (22 °C) and hyperthermia (42 °C). EG experienced 9 sessions of heat exposure at high temperatures (100 °C) (HEHT). After the nine sessions, the initial tests were repeated in both groups. Urine samples were collected before and after each test. After the hyperthermia tests, sweat samples were gathered. RESULTS Urinary Cd increased after initial tests in GC and in hyperthermia in EG (p < 0.05). Urinary excretion of Pb rose after HEHT (p < 0.05). Pb in sweat was higher in EG than in CG after HEHT (p < 0.05). CONCLUSION Heat exercise and constant exposure to heat can be a valid method to increase the excretion of toxic metals.
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Affiliation(s)
- J Siquier-Coll
- Department of Physiology, School of Sport Sciences, University of Extremadura, Spain
| | - I Bartolomé
- Department of Physiology, School of Sport Sciences, University of Extremadura, Spain.
| | - M Pérez-Quintero
- Department of Physiology, School of Sport Sciences, University of Extremadura, Spain
| | - D Muñoz
- Department of Physical Education and Sport, Sport Sciences Faculty, University of Extremadura, Cáceres, Spain
| | - M C Robles
- Department of Physical Education and Sport, Sport Sciences Faculty, University of Extremadura, Cáceres, Spain
| | - M Maynar-Mariño
- Department of Physiology, School of Sport Sciences, University of Extremadura, Spain
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31
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Kim SB, Koo J, Yoon J, Hourlier-Fargette A, Lee B, Chen S, Jo S, Choi J, Oh YS, Lee G, Won SM, Aranyosi AJ, Lee SP, Model JB, Braun PV, Ghaffari R, Park C, Rogers JA. Soft, skin-interfaced microfluidic systems with integrated enzymatic assays for measuring the concentration of ammonia and ethanol in sweat. Lab Chip 2020; 20:84-92. [PMID: 31776526 DOI: 10.1039/c9lc01045a] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Eccrine sweat is a rich and largely unexplored biofluid that contains a range of important biomarkers, from electrolytes, metabolites, micronutrients and hormones to exogenous agents, each of which can change in concentration with diet, stress level, hydration status and physiologic or metabolic state. Traditionally, clinicians and researchers have used absorbent pads and benchtop analyzers to collect and analyze the biochemical constituents of sweat in controlled, laboratory settings. Recently reported wearable microfluidic and electrochemical sensing devices represent significant advances in this context, with capabilities for rapid, in situ evaluations, in many cases with improved repeatability and accuracy. A limitation is that assays performed in these platforms offer limited control of reaction kinetics and mixing of different reagents and samples. Here, we present a multi-layered microfluidic device platform with designs that eliminate these constraints, to enable integrated enzymatic assays with demonstrations of in situ analysis of the concentrations of ammonia and ethanol in microliter volumes of sweat. Careful characterization of the reaction kinetics and their optimization using statistical techniques yield robust analysis protocols. Human subject studies with sweat initiated by warm-water bathing highlight the operational features of these systems.
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Affiliation(s)
- Sung Bong Kim
- Department of Materials Science and Engineering and Materials Research Laboratory, University of Illinois at Urbana-Champaign Urbana, IL 61801, USA and Center for Bio-Integrated Electronics at the Simpson Querrey Institute for BioNanotechnology, Northwestern University, Evanston, IL 60208, USA.
| | - Jahyun Koo
- Center for Bio-Integrated Electronics at the Simpson Querrey Institute for BioNanotechnology, Northwestern University, Evanston, IL 60208, USA. and Department of Materials Science and Engineering, Evanston, IL 60208, USA
| | - Jangryeol Yoon
- Department of Materials Science and Engineering and Materials Research Laboratory, University of Illinois at Urbana-Champaign Urbana, IL 61801, USA and Advanced Research Team, R&D Center, Samsung Display, Yongin-si, Gyeonggi-do 17113, South Korea
| | - Aurélie Hourlier-Fargette
- Center for Bio-Integrated Electronics at the Simpson Querrey Institute for BioNanotechnology, Northwestern University, Evanston, IL 60208, USA. and Department of Materials Science and Engineering, Evanston, IL 60208, USA and Institut Charles Sadron, CNRS, Université de Strasbourg, UPR22, 23 rue du Loess, 67034 Strasbourg cedex 2, France
| | - Boram Lee
- Department of Medicine, Konkuk University, Seoul 05029, South Korea
| | - Shulin Chen
- Center for Bio-Integrated Electronics at the Simpson Querrey Institute for BioNanotechnology, Northwestern University, Evanston, IL 60208, USA.
| | - Seongbin Jo
- Department of Materials Science and Engineering and Materials Research Laboratory, University of Illinois at Urbana-Champaign Urbana, IL 61801, USA
| | - Jungil Choi
- School of Mechanical Engineering, Kookmin University, Seoul 02707, South Korea
| | - Yong Suk Oh
- Center for Bio-Integrated Electronics at the Simpson Querrey Institute for BioNanotechnology, Northwestern University, Evanston, IL 60208, USA.
| | - Geumbee Lee
- Center for Bio-Integrated Electronics at the Simpson Querrey Institute for BioNanotechnology, Northwestern University, Evanston, IL 60208, USA. and Department of Materials Science and Engineering, Evanston, IL 60208, USA
| | - Sang Min Won
- Department of Materials Science and Engineering and Materials Research Laboratory, University of Illinois at Urbana-Champaign Urbana, IL 61801, USA and Center for Bio-Integrated Electronics at the Simpson Querrey Institute for BioNanotechnology, Northwestern University, Evanston, IL 60208, USA.
| | - Alexander J Aranyosi
- Center for Bio-Integrated Electronics at the Simpson Querrey Institute for BioNanotechnology, Northwestern University, Evanston, IL 60208, USA.
| | - Stephen P Lee
- Center for Bio-Integrated Electronics at the Simpson Querrey Institute for BioNanotechnology, Northwestern University, Evanston, IL 60208, USA.
| | - Jeffrey B Model
- Center for Bio-Integrated Electronics at the Simpson Querrey Institute for BioNanotechnology, Northwestern University, Evanston, IL 60208, USA.
| | - Paul V Braun
- Department of Materials Science and Engineering and Materials Research Laboratory, University of Illinois at Urbana-Champaign Urbana, IL 61801, USA
| | - Roozbeh Ghaffari
- Center for Bio-Integrated Electronics at the Simpson Querrey Institute for BioNanotechnology, Northwestern University, Evanston, IL 60208, USA. and Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - Chulwhan Park
- Dept. of Chem. Eng., Kwangwoon University, Seoul 01897, South Korea
| | - John A Rogers
- Center for Bio-Integrated Electronics at the Simpson Querrey Institute for BioNanotechnology, Northwestern University, Evanston, IL 60208, USA. and Department of Materials Science and Engineering, Evanston, IL 60208, USA and Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA and Department of Chemistry, Department of Electrical Engineering and Computer Science, Department of Neurological Surgery, Simpson Querrey Institute for Nano/Biotechnology, McCormick School of Engineering and Feinberg, School of Medicine, Northwestern University, Evanston, IL 60208, USA
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32
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Reeder JT, Xue Y, Franklin D, Deng Y, Choi J, Prado O, Kim R, Liu C, Hanson J, Ciraldo J, Bandodkar AJ, Krishnan S, Johnson A, Patnaude E, Avila R, Huang Y, Rogers JA. Resettable skin interfaced microfluidic sweat collection devices with chemesthetic hydration feedback. Nat Commun 2019; 10:5513. [PMID: 31797921 PMCID: PMC6892844 DOI: 10.1038/s41467-019-13431-8] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2019] [Accepted: 11/05/2019] [Indexed: 11/09/2022] Open
Abstract
Recently introduced classes of thin, soft, skin-mounted microfluidic systems offer powerful capabilities for continuous, real-time monitoring of total sweat loss, sweat rate and sweat biomarkers. Although these technologies operate without the cost, complexity, size, and weight associated with active components or power sources, rehydration events can render previous measurements irrelevant and detection of anomalous physiological events, such as high sweat loss, requires user engagement to observe colorimetric responses. Here we address these limitations through monolithic systems of pinch valves and suction pumps for purging of sweat as a reset mechanism to coincide with hydration events, microstructural optics for reversible readout of sweat loss, and effervescent pumps and chemesthetic agents for automated delivery of sensory warnings of excessive sweat loss. Human subject trials demonstrate the ability of these systems to alert users to the potential for dehydration via skin sensations initiated by sweat-triggered ejection of menthol and capsaicin.
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Affiliation(s)
- Jonathan T Reeder
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, 60208, USA
| | - Yeguang Xue
- Department of Civil and Environmental Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
- Department of Mechanical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Daniel Franklin
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, 60208, USA
| | - Yujun Deng
- Department of Civil and Environmental Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
- Department of Mechanical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
- State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, 200240, Shanghai, China
| | - Jungil Choi
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, 60208, USA
- School of Mechanical Engineering, Kookmin University, Seoul, 02707, Republic of Korea
| | - Olivia Prado
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Robin Kim
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Claire Liu
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Justin Hanson
- Department of Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - John Ciraldo
- Micro/Nano Fabrication Facility, Northwestern University, Evanston, IL, 60208, USA
| | - Amay J Bandodkar
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, 60208, USA
| | - Siddharth Krishnan
- Department of Materials Science and Engineering and Frederick Seitz Materials Research Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | - Alexandra Johnson
- School of Mechanical Engineering, Kookmin University, Seoul, 02707, Republic of Korea
| | - Emily Patnaude
- School of Mechanical Engineering, Kookmin University, Seoul, 02707, Republic of Korea
| | - Raudel Avila
- Department of Civil and Environmental Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
- Department of Mechanical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Yonggang Huang
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, 60208, USA
- Department of Civil and Environmental Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
- Department of Mechanical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - John A Rogers
- Department of Materials Science and Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA.
- Center for Bio-Integrated Electronics, Northwestern University, Evanston, IL, 60208, USA.
- Department of Mechanical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA.
- State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, 200240, Shanghai, China.
- Departments of Chemistry, Electrical Engineering, Computer Science, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA.
- Departments of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA.
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33
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Chung M, Fortunato G, Radacsi N. Wearable flexible sweat sensors for healthcare monitoring: a review. J R Soc Interface 2019; 16:20190217. [PMID: 31594525 PMCID: PMC6833321 DOI: 10.1098/rsif.2019.0217] [Citation(s) in RCA: 138] [Impact Index Per Article: 27.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 09/13/2019] [Indexed: 01/03/2023] Open
Abstract
The state-of-the-art in wearable flexible sensors (WFSs) for sweat analyte detection was investigated. Recent advances show the development of integrated, mechanically flexible and multiplexed sensor systems with on-site circuitry for signal processing and wireless data transmission. When compared with single-analyte sensors, such devices provide an opportunity to more accurately analyse analytes that are dependent on other parameters (such as sweat rate and pH) by improving calibration from in situ real-time analysis, while maintaining a lightweight and wearable design. Important health conditions can be monitored and on-demand regulating drugs can be delivered using integrated wearable systems but require correlation verification between sweat and blood measurements using in vivo validation tests before any clinical application can be considered. Improvements are necessary for device sensitivity, accuracy and repeatability to provide more reliable and personalized continuous measurements. With rapid recent development, it can be concluded that non-invasive WFSs for sweat analysis have only skimmed the surface of their health monitoring potential and further significant advancement is sure to be made in the medical field.
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Affiliation(s)
- Michael Chung
- The School of Engineering, Institute for Materials and Processes, The University of Edinburgh, Robert Stevenson Road, Edinburgh EH9 3FB, UK
- Empa, Swiss Federal Laboratories for Material Science and Technology, Lerchenfeldstrasse 5, 9014 St Gallen, Switzerland
| | - Giuseppino Fortunato
- Empa, Swiss Federal Laboratories for Material Science and Technology, Lerchenfeldstrasse 5, 9014 St Gallen, Switzerland
| | - Norbert Radacsi
- The School of Engineering, Institute for Materials and Processes, The University of Edinburgh, Robert Stevenson Road, Edinburgh EH9 3FB, UK
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34
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Dias AA, Chagas CLS, Silva-Neto HDA, Lobo-Junior EO, Sgobbi LF, de Araujo WR, Paixão TRLC, Coltro WKT. Environmentally Friendly Manufacturing of Flexible Graphite Electrodes for a Wearable Device Monitoring Zinc in Sweat. ACS Appl Mater Interfaces 2019; 11:39484-39492. [PMID: 31524381 DOI: 10.1021/acsami.9b12797] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Electrochemical sensors based on graphite and polymers have emerged as powerful analytical tools for bioanalytical applications. However, most of the fabrication processes are not environmentally friendly because they often involve the use of toxic reagents and generate waste. This study describes an alternative method to produce flexible electrodes in plastic substrates using graphite powder and thermal laminating sheets by solid-solid deposition through hot compression, without the use of hazardous chemical reagents. The electrodes developed through the proposed approach have successfully demonstrated flexibility, robustness, reproducibility (relative standard deviation around 6%), and versatility. The electrodes were thoroughly characterized by cyclic voltammetry, electrochemical impedance spectroscopy, Raman spectroscopy, and scanning electron microscopy. As a proof of concept, the electrode surfaces were modified with bismuth and used for zinc analysis in sweat. The modified electrodes presented linearity (R2 = 0.996) for a wide zinc concentration range (50-2000 ppb) and low detection limit (4.31 ppb). The proposed electrodes were tested using real sweat samples and the achieved zinc concentrations did not differ statistically from the data obtained by atomic absorption spectroscopy. To allow wearable applications, a 3D-printed device was fabricated, integrated with the proposed electrochemical system, and fixed at the abdomen by using an elastic tape to collect, store, and analyze the sweat sample. The matrix effect test was performed, spiking the real sample with different zinc levels, and the recovery values varied between 85 and 106%, thus demonstrating adequate accuracy and robustness of the flexible electrodes developed based on the proposed fabrication method.
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Affiliation(s)
- Anderson A Dias
- Instituto de Química , Universidade Federal de Goiás , Goiânia , Goiás 74690-900 , Brazil
| | - Cyro L S Chagas
- Departamento de Química Fundamental, Instituto de Química , Universidade de São Paulo , São Paulo , São Paulo 05508-000 , Brazil
| | | | - Eulício O Lobo-Junior
- Instituto de Química , Universidade Federal de Goiás , Goiânia , Goiás 74690-900 , Brazil
| | - Lívia F Sgobbi
- Instituto de Química , Universidade Federal de Goiás , Goiânia , Goiás 74690-900 , Brazil
| | - William R de Araujo
- Departamento de Química Analítica, Instituto de Química , Universidade Estadual de Campinas , Campinas , São Paulo 13083-970 , Brazil
| | - Thiago R L C Paixão
- Departamento de Química Fundamental, Instituto de Química , Universidade de São Paulo , São Paulo , São Paulo 05508-000 , Brazil
- Instituto Nacional de Ciência e Tecnologia de Bioanalítica , Campinas , São Paulo 13084-971 , Brazil
| | - Wendell K T Coltro
- Instituto de Química , Universidade Federal de Goiás , Goiânia , Goiás 74690-900 , Brazil
- Instituto Nacional de Ciência e Tecnologia de Bioanalítica , Campinas , São Paulo 13084-971 , Brazil
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35
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Zhang Z, Azizi M, Lee M, Davidowsky P, Lawrence P, Abbaspourrad A. A versatile, cost-effective, and flexible wearable biosensor for in situ and ex situ sweat analysis, and personalized nutrition assessment. Lab Chip 2019; 19:3448-3460. [PMID: 31498355 DOI: 10.1039/c9lc00734b] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Point-of-care (POC) diagnostics have shown excellent potential in rapid biological analysis and health/disease monitoring. Here, we introduce a versatile, cost-effective, flexible, and wearable POC biomarker patch for effective sweat collection and health monitoring. We design and fabricate channels/patterns on filter paper using wax printing technology, which can direct sweat to collection and biomarker detection zones on the proposed platform. The detection zones are designed to measure the amount of collected sweat, in addition to measuring the sweat pH, and glucose (a potential diabetic biomarker), and lactate concentrations. It is significantly challenging to measure glucose in human sweat by colorimetric methods due to the extremely low glucose levels found in this medium. However, we overcame this issue by effectively engineering our wearable biosensor for optimal intake, storage, and evaporation of sweat. Our design concentrates the colorant (indicator) into a small detection zone and significantly increases the sensitivity for the sweat glucose sensing reactions. The device can thus detect glucose in physiological glucose concentration range of 50-300 μM. This cost-effective and wearable biosensor can provide instant in situ quantitative results for targets of interest, such as glucose, pH, and lactate, when coupled with the imaging and computing functionalities of smartphones. Meanwhile, it is also feasible to extract the air-dried sweat from the storage zone for further ex situ measurements of a broader portfolio of biomarkers, leading to applications of our wearable biosensor in personalized nutrition and medicine.
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Affiliation(s)
- Zhong Zhang
- Department of Food Science, College of Agriculture and Life Sciences, Cornell University, Ithaca 14853, NY, USA.
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36
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Murphy GR, Dunstan RH, Macdonald MM, Borges N, Radford Z, Sparkes DL, Dascombe BJ, Roberts TK. Relationships between electrolyte and amino acid compositions in sweat during exercise suggest a role for amino acids and K+ in reabsorption of Na+ and Cl- from sweat. PLoS One 2019; 14:e0223381. [PMID: 31581276 PMCID: PMC6776299 DOI: 10.1371/journal.pone.0223381] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 09/19/2019] [Indexed: 01/30/2023] Open
Abstract
Concentrations of free amino acids and [K+] in human sweat can be many times higher than in plasma. Conversely, [Na+] and [Cl-] in sweat are hypotonic to plasma. It was hypothesised that the amino acids and K+ were directly or indirectly associated with the resorption of Na+ and Cl- in the sweat duct. The implication would be that, as resources of these components became limiting during prolonged exercise then the capacity to resorb [Na+] and [Cl-] would diminish, resulting in progressively higher levels in sweat. If this were the case, then [Na+] and [Cl-] in sweat would have inverse relationships with [K+] and the amino acids during exercise. Forearm sweat was collected from 11 recreational athletes at regular intervals during a prolonged period of cycling exercise after 15, 25, 35, 45, 55 and 65 minutes. The subjects also provided passive sweat samples via 15 minutes of thermal stimulation. The sweat samples were analysed for concentrations of amino acids, Na+, Cl-, K+, Mg2+ and Ca2+. The exercise sweat had a total amino acid concentration of 6.4 ± 1.2mM after 15 minutes which was lower than the passive sweat concentration at 11.6 ± 0.8mM (p<0.05) and showed an altered array of electrolytes, indicating that exercise stimulated a change in sweat composition. During the exercise period, [Na+] in sweat increased from 23.3 ± 3.0mM to 34.6 ± 2.4mM (p<0.01) over 65 minutes whilst the total concentrations of amino acids in sweat decreased from 6.4 ± 1.2mM to 3.6 ± 0.5mM. [Na+] showed significant negative correlations with the concentrations of total amino acids (r = -0.97, p<0.05), K+ (r = -0.93, p<0.05) and Ca2+ (r = -0.83, p<0.05) in sweat. The results supported the hypothesis that amino acids and K+, as well as Ca2+, were associated with resorption of Na+ and Cl-.
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Affiliation(s)
| | | | | | | | - Zoe Radford
- University of Newcastle, Callaghan, NSW, Australia
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Tai LC, Liaw TS, Lin Y, Nyein HYY, Bariya M, Ji W, Hettick M, Zhao C, Zhao J, Hou L, Yuan Z, Fan Z, Javey A. Wearable Sweat Band for Noninvasive Levodopa Monitoring. Nano Lett 2019; 19:6346-6351. [PMID: 31381353 DOI: 10.1021/acs.nanolett.9b02478] [Citation(s) in RCA: 74] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Levodopa is the standard medication clinically prescribed to patients afflicted with Parkinson's disease. In particular, the monitoring and optimization of levodopa dosage are critical to mitigate the onset of undesired fluctuations in the patients' physical and emotional conditions such as speech function, motor behavior, and mood stability. The traditional approach to optimize levodopa dosage involves evaluating the subjects' motor function, which has many shortcomings due to its subjective and limited quantifiable nature. Here, we present a wearable sweat band on a nanodendritic platform that quantitatively monitors levodopa dynamics in the body. Both stationary iontophoretic induction and physical exercise are utilized as our methods of sweat extraction. The sweat band measures real-time pharmacokinetic profiles of levodopa to track the dynamic response of the drug metabolism. We demonstrated the sweat band's functionalities on multiple subjects with implications toward the systematic administering of levodopa and routine management of Parkinson's disease.
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Affiliation(s)
- Li-Chia Tai
- Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , United States
| | - Tiffany S Liaw
- Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , United States
| | - Yuanjing Lin
- Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , United States
- Department of Electronic and Computer Engineering , Hong Kong University of Science and Technology , Clear Water Bay, Kowloon , Hong Kong SAR , China
| | - Hnin Y Y Nyein
- Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , United States
| | - Mallika Bariya
- Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , United States
| | - Wenbo Ji
- Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , United States
| | - Mark Hettick
- Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , United States
| | - Chunsong Zhao
- Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , United States
| | - Jiangqi Zhao
- Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , United States
| | - Lei Hou
- Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , United States
| | - Zhen Yuan
- Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , United States
| | - Zhiyong Fan
- Department of Electronic and Computer Engineering , Hong Kong University of Science and Technology , Clear Water Bay, Kowloon , Hong Kong SAR , China
| | - Ali Javey
- Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , United States
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Barros-Oliveira CS, Salvatori R, Dos Santos JSS, Santos PFC, Oliveira-Santos AA, Marinho CG, Santos EG, Leal ÂCGB, Campos VC, Damascena NP, Oliveira CRP, Aguiar-Oliveira MH. Sweat and vitamin D status in congenital, lifetime, untreated GH deficiency. Endocrine 2019; 65:710-713. [PMID: 31292841 DOI: 10.1007/s12020-019-01998-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Accepted: 06/28/2019] [Indexed: 02/07/2023]
Abstract
PURPOSE A reciprocal relationship exists between the skin and the GH/IGF-I axis. Skin produces both IGF- I and vitamin D, and GH and IGF-I exert several actions in the skin. Reduced sweating and altered phosphor-calcium homeostasis are occasionally reported in subjects with GH deficiency (GHD), mostly in the setting of hypopituitarism, therefore associated to other hormonal deficiencies. It is unclear whether these findings are due to GHD. The aim of this study was to assess skin function in subjects with isolated GHD (IGHD) due to a mutation in the GHRH receptor gene. METHODS In a cross-sectional study we enrolled 20 IGHD and 20 local controls. Sweating (volume, conductivity and chloride content) was assessed by a 30 min pilocarpine iontophoresis test, using the Macroduct® Sweat Collection System. IGF-I, Insulin, PTH, 25-hydroxyvitamin D, C-reactive protein (CRP), CPK, glucose, calcium, phosphate, alkaline phosphatase, total proteins and fractions, urinary calcium, and insulin were measured. HOMA-IR was calculated. RESULTS IGHD presented lower sweating, but normal vitamin D and phosphor-calcium homeostasis. Additionally, IGHD subjects presented lower HOMA-IR, higher CRP and reduced CPK. CONCLUSION Untreated IGHD cause reduction in sweating, but does not affect phosphor-calcium homeostasis.
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Affiliation(s)
| | - Roberto Salvatori
- Division of Endocrinology, Diabetes and Metabolism, The Johns Hopkins University School of Medicine, Baltimore, MD, 21287, USA.
| | - Jéssica S S Dos Santos
- Division of Endocrinology, Federal University of Sergipe, Aracaju, Sergipe, 49060-100, Brazil
| | - Paula F C Santos
- Division of Endocrinology, Federal University of Sergipe, Aracaju, Sergipe, 49060-100, Brazil
| | | | - Cindi G Marinho
- Division of Endocrinology, Federal University of Sergipe, Aracaju, Sergipe, 49060-100, Brazil
| | - Elenilde G Santos
- Division of Endocrinology, Federal University of Sergipe, Aracaju, Sergipe, 49060-100, Brazil
| | - Ângela C G B Leal
- Division of Endocrinology, Federal University of Sergipe, Aracaju, Sergipe, 49060-100, Brazil
| | - Viviane C Campos
- Division of Endocrinology, Federal University of Sergipe, Aracaju, Sergipe, 49060-100, Brazil
| | - Nayra P Damascena
- Division of Endocrinology, Federal University of Sergipe, Aracaju, Sergipe, 49060-100, Brazil
| | - Carla R P Oliveira
- Division of Endocrinology, Federal University of Sergipe, Aracaju, Sergipe, 49060-100, Brazil
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Zhang Y, Guo H, Kim SB, Wu Y, Ostojich D, Park SH, Wang X, Weng Z, Li R, Bandodkar AJ, Sekine Y, Choi J, Xu S, Quaggin S, Ghaffari R, Rogers JA. Passive sweat collection and colorimetric analysis of biomarkers relevant to kidney disorders using a soft microfluidic system. Lab Chip 2019; 19:1545-1555. [PMID: 30912557 PMCID: PMC6830512 DOI: 10.1039/c9lc00103d] [Citation(s) in RCA: 108] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
The rich range of biomarkers in sweat and the ability to collect sweat in a non-invasive manner create interest in the use of this biofluid for assessments of health and physiological status, with potential applications that range from sports and fitness to clinical medicine. This paper introduces two important advances in recently reported classes of soft, skin-interfaced microfluidic systems for sweat capture and analysis: (1) a simple, broadly applicable means for collection of sweat that bypasses requirements for physical/mental exertion or pharmacological stimulation and (2) a set of enzymatic chemistries and colorimetric readout approaches for determining the concentrations of creatinine and urea in sweat, throughout ranges that are physiologically relevant. The results allow for routine, non-pharmacological capture of sweat for patient populations, such as infants and the elderly, that cannot be expected to sweat through exercise, and they create potential opportunities in the use of sweat for kidney disease screening/monitoring. Studies on human subjects demonstrate these essential capabilities, with quantitative comparisons to standard methods. The results expand the range of options available in microfluidic sampling and sensing of sweat for disease diagnostics and health monitoring.
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Affiliation(s)
- Yi Zhang
- Department of Biomedical, Biological, and Chemical Engineering, University of Missouri, Columbia, MO 65211, USA
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Kim S, Xing L, Islam AE, Hsiao MS, Ngo Y, Pavlyuk OM, Martineau RL, Hampton CM, Crasto C, Slocik J, Kadakia MP, Hagen JA, Kelley-Loughnane N, Naik RR, Drummy LF. In Operando Observation of Neuropeptide Capture and Release on Graphene Field-Effect Transistor Biosensors with Picomolar Sensitivity. ACS Appl Mater Interfaces 2019; 11:13927-13934. [PMID: 30884221 DOI: 10.1021/acsami.8b20498] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Transmission electron microscopy (TEM) is being pushed to new capabilities which enable studies on systems that were previously out of reach. Among recent innovations, TEM through liquid cells (LC-TEM) enables in operando observation of biological phenomena. This work applies LC-TEM to the study of biological components as they interact on an abiotic surface. Specifically, analytes or target molecules like neuropeptide Y (NPY) are observed in operando on functional graphene field-effect transistor (GFET) biosensors. Biological recognition elements (BREs) identified using biopanning with affinity to NPY are used to functionalize graphene to obtain selectivity. On working devices capable of achieving picomolar responsivity to neuropeptide Y, LC-TEM reveals translational motion, stochastic positional fluctuations due to constrained Brownian motion, and rotational dynamics of captured analyte. Coupling these observations with the electrical responses of the GFET biosensors in response to analyte capture and/or release will potentially enable new insights leading to more advanced and capable biosensor designs.
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Affiliation(s)
| | - Li Xing
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Ahmad E Islam
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Ming-Siao Hsiao
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Yen Ngo
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Oksana M Pavlyuk
- Department of Biochemistry and Molecular Biology , Wright State University , Dayton , Ohio 45431 , United States
| | - Rhett L Martineau
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Cheri M Hampton
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Cameron Crasto
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Joseph Slocik
- Biological and Nanoscale Technologies Division , UES Inc. , Dayton , Ohio 45432 , United States
| | - Madhavi P Kadakia
- Department of Biochemistry and Molecular Biology , Wright State University , Dayton , Ohio 45431 , United States
| | - Joshua A Hagen
- Rockefeller Neuroscience Institute, School of Medicine , West Virginia University , Morgantown , West Virginia 26506 , United States
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Toi PT, Trung TQ, Dang TML, Bae CW, Lee NE. Highly Electrocatalytic, Durable, and Stretchable Nanohybrid Fiber for On-Body Sweat Glucose Detection. ACS Appl Mater Interfaces 2019; 11:10707-10717. [PMID: 30810300 DOI: 10.1021/acsami.8b20583] [Citation(s) in RCA: 63] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
A conformal patch biosensor that can detect biomolecules is one promising technology for wearable sweat glucose self-monitoring. However, developing such a patch is challenging because conferring stretchability to its components is difficult. Herein, we demonstrate a platform for a nonenzymatic, electrochemical sensor patch: a wrinkled, stretchable, nanohybrid fiber (WSNF) in which Au nanowrinkles partially cover the reduced graphene oxide (rGO)/polyurethane composite fiber. The WSNF has high electrocatalytic activity because of synergetic effects between the Au nanowrinkles and the oxygen-containing functional groups on the rGO-supporting matrix which promote the dehydrogenation step in glucose oxidation. The WSNF offers stretchability, high sensitivity, low detection limit, high selectivity against interferents, and high ambient-condition stability, and it can detect glucose in neutral conditions. If this WSNF sensor patch were sewn onto a stretchable fabric and attached to the human body, it could continuously measure glucose levels in sweat to accurately reflect blood glucose levels.
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Abstract
Wearable sensing technologies are vital for realizing personalized health monitoring. Noninvasive human sweat sampling is essential for monitoring an individual's physical state using rich physiological data. However, existing wearable sensing technologies lack the controlled capture of body sweat and in performing on-device measurement without inflammatory contact. Herein, we report the development of a wearable sweat-capture device using patterned graphene arrays with controlled superwettability and electrical conductivity for simultaneously capturing and electrochemically measuring sweat droplets. The sweat droplets exhibited strong attachment on the superhydrophilic graphene patterns, even during moderate exercising. The captured sweat droplets present strong electrochemical signals using graphene films as the working electrode and metal pins as the counter electrode arrays assembled on 3D printed holders, at the detection limit of 6 μM for H2O2 sensing. This research enables full-body spatiotemporal mapping of sweat, which is beneficial for a broad range of personalized monitoring applications, such as drug abuse detection, athletics performance optimization, and physiological wellness tracking.
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Affiliation(s)
- Guijun Li
- Advanced Manufacturing Technology Research Centre, Department of Industrial and Systems Engineering , Hong Kong Polytechnic University , Hung Hom , Hong Kong
| | - Xiaoyong Mo
- Advanced Manufacturing Technology Research Centre, Department of Industrial and Systems Engineering , Hong Kong Polytechnic University , Hung Hom , Hong Kong
| | - Wing-Cheung Law
- Advanced Manufacturing Technology Research Centre, Department of Industrial and Systems Engineering , Hong Kong Polytechnic University , Hung Hom , Hong Kong
| | - Kang Cheung Chan
- Advanced Manufacturing Technology Research Centre, Department of Industrial and Systems Engineering , Hong Kong Polytechnic University , Hung Hom , Hong Kong
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Masson A, Schneider-Futschik EK, Baatallah N, Nguyen-Khoa T, Girodon E, Hatton A, Flament T, Le Bourgeois M, Chedevergne F, Bailly C, Kyrilli S, Achimastos D, Hinzpeter A, Edelman A, Sermet-Gaudelus I. Predictive factors for lumacaftor/ivacaftor clinical response. J Cyst Fibros 2018; 18:368-374. [PMID: 30595473 DOI: 10.1016/j.jcf.2018.12.011] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2018] [Revised: 12/09/2018] [Accepted: 12/22/2018] [Indexed: 11/18/2022]
Abstract
BACKGROUND Ivacaftor-lumacaftor combination therapy corrects the F508 del-CFTR mutated protein which causes Cystic Fibrosis. The clinical response of the patients treated with the combination therapy is highly variable. This study aimed to determine factors involved in the individual's response to lumacaftor-ivacaftor therapy. METHODS Sweat test was assessed at baseline and after 6 months of ivacaftor-lumacaftor treatment in 41 homozygous F508del children and young adults. β-adrenergic peak sweat secretion, nasal potential difference (NPD) and intestinal current measurements (ICM) were performed in patients accepting these tests. Seric level of lumacaftor and ivacaftor were determined and additional CFTR variant were searched. RESULTS Sweat chloride concentration significantly decreased after treatment, whereas the β-adrenergic peak sweat response did not vary in 9 patients who underwent these tests. The average level of F508del-CFTR activity rescue reached up to 15% of the normal level in intestinal epithelium, as studied by ICM in 12 patients (p = .03) and 20% of normal in the nasal epithelium in NPD tests performed in 21 patients (NS). There was no significant correlation between these changes and improvements in FEV1 at 6 months. Serum drug levels did not correlate with changes in FEV1, BMI-Zscore or other CFTR activity biomarkers. Additional exonic variants were identified in 4 patients. The F87L-I1027T-F508del-CFTR complex allele abolished the lumacaftor corrector effect. CONCLUSION This observational study investigates a number of potential factors linked to the clinical response of F508del homozygous patients treated with lumacaftor-ivacaftor combination therapy. Lumacaftor and ivacaftor blood levels are not associated with the clinical response. Additional exonic variants may influence protein correction.
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Affiliation(s)
- Alexandra Masson
- Centre Maladie Rare Mucoviscidose, Hôpital Necker-Enfants Malades, Assistance-Publique Hôpitaux de Paris, 149 rue de sèvres, 75015 Paris, France; Centre de Référence et de Compétence de la Mucoviscidose, Hôpital Dupuytren, 8 avenue Dominique Larrey, 87042 Limoges, France
| | - Elena K Schneider-Futschik
- Drug Delivery, Disposition and Dynamics, Monash Institute of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia; Lung Health Research Center, Department of Pharmacology & Therapeutics, School of Biomedical Sciences, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Parkville, VIC, Australia.
| | - Nesrine Baatallah
- Institut Necker-Enfants Malades, INSERM U1151, 149 rue de Sèvres, 75015 Paris, France.
| | - Thao Nguyen-Khoa
- Centre Maladie Rare Mucoviscidose, Hôpital Necker-Enfants Malades, Assistance-Publique Hôpitaux de Paris, 149 rue de sèvres, 75015 Paris, France; Institut Necker-Enfants Malades, INSERM U1151, 149 rue de Sèvres, 75015 Paris, France; Laboratoire de Biochimie Générale, Hôpital Necker-Enfants Malades, Assistance-Publique Hôpitaux de Paris, 149 rue de Sèvres, 75015 Paris, France.
| | - Emmanuelle Girodon
- Institut Necker-Enfants Malades, INSERM U1151, 149 rue de Sèvres, 75015 Paris, France; Service de Biochimie et Génétique Moléculaire, Hôpital Cochin, Assistance-Publique Hôpitaux de Paris, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France.
| | - Aurélie Hatton
- Institut Necker-Enfants Malades, INSERM U1151, 149 rue de Sèvres, 75015 Paris, France.
| | - Thomas Flament
- Centre de Ressources et de Compétence de la Mucoviscidose Adulte, Hôpital Bretonneau, Centre Hospitalier Régional Universitaire, 2 boulevard Tonnellé, 37000 Tours, France.
| | - Muriel Le Bourgeois
- Centre Maladie Rare Mucoviscidose, Hôpital Necker-Enfants Malades, Assistance-Publique Hôpitaux de Paris, 149 rue de sèvres, 75015 Paris, France.
| | - Frederique Chedevergne
- Centre Maladie Rare Mucoviscidose, Hôpital Necker-Enfants Malades, Assistance-Publique Hôpitaux de Paris, 149 rue de sèvres, 75015 Paris, France.
| | - Céline Bailly
- Centre Maladie Rare Mucoviscidose, Hôpital Necker-Enfants Malades, Assistance-Publique Hôpitaux de Paris, 149 rue de sèvres, 75015 Paris, France.
| | - Sylvia Kyrilli
- Centre Maladie Rare Mucoviscidose, Hôpital Necker-Enfants Malades, Assistance-Publique Hôpitaux de Paris, 149 rue de sèvres, 75015 Paris, France
| | - Diane Achimastos
- Centre Maladie Rare Mucoviscidose, Hôpital Necker-Enfants Malades, Assistance-Publique Hôpitaux de Paris, 149 rue de sèvres, 75015 Paris, France.
| | - Alexandre Hinzpeter
- Institut Necker-Enfants Malades, INSERM U1151, 149 rue de Sèvres, 75015 Paris, France.
| | - Aleksander Edelman
- Institut Necker-Enfants Malades, INSERM U1151, 149 rue de Sèvres, 75015 Paris, France.
| | - Isabelle Sermet-Gaudelus
- Centre Maladie Rare Mucoviscidose, Hôpital Necker-Enfants Malades, Assistance-Publique Hôpitaux de Paris, 149 rue de sèvres, 75015 Paris, France; Institut Necker-Enfants Malades, INSERM U1151, 149 rue de Sèvres, 75015 Paris, France; Université Paris Sorbonne, 75005 Paris, France.
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Sorokowska A, Pietrowski D, Schäfer L, Kromer J, Schmidt AH, Sauter J, Hummel T, Croy I. Human Leukocyte Antigen similarity decreases partners' and strangers' body odor attractiveness for women not using hormonal contraception. Horm Behav 2018; 106:144-149. [PMID: 30339817 DOI: 10.1016/j.yhbeh.2018.10.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Revised: 09/13/2018] [Accepted: 10/14/2018] [Indexed: 12/23/2022]
Abstract
The Human Leukocyte Antigen (HLA) is a gene complex that encodes important elements of the human immune system. HLA profile is communicated via olfaction and interindividual diversity is assumed to be advantageous for mate choice. Additionally, HLA diversity appears to enhance satisfaction and sexual attraction in existing romantic partnerships. However, whether this effect is transmitted via body odors and whether it results in an attraction towards HLA-dissimilar individuals and/or an avoidance of HLA-similar ones remains unclear. In the present study, we genotyped couples and asked each participant to rate a body odor sample from their partner and from three strangers of the opposite sex who expressed a similar or dissimilar HLA-B and HLA-C genotype. We found no statistically significant preference for HLA similarity or dissimilarity in men. Among women, the observed effects differed depending on hormonal contraception status. Like men, women on hormonal contraception did not exhibit significant HLA-related preferences. However, for women not using hormonal contraceptives, odors from HLA-B and HLA-C similar donors were significantly less attractive than those from HLA-dissimilar donors, regardless of whether the samples were from a partner or a stranger. Our findings support the hypothesis that HLA similarity is perceived via body odors and that such similarity affects human attraction. This mechanism may serve an evolutionarily adaptive function in preventing prospective offspring from having decreased immunocompetence, or decreasing the chance of kin mating.
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Affiliation(s)
- Agnieszka Sorokowska
- Department of Psychotherapy and Psychosomatic Medicine, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany; Smell & Taste Research Lab, Institute of Psychology, University of Wroclaw, pl. Dawida 1, 50-527, Wroclaw, Poland.
| | - Diana Pietrowski
- Department of Psychotherapy and Psychosomatic Medicine, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany.
| | - Laura Schäfer
- Department of Psychotherapy and Psychosomatic Medicine, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany.
| | - Jana Kromer
- Department of Psychotherapy and Psychosomatic Medicine, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany.
| | | | - Jürgen Sauter
- DKMS German Bone Marrow Donor Center, Kressbach 1, 72072 Tübingen, Germany.
| | - Thomas Hummel
- Smell and Taste Clinic, Department of Otorhinolaryngology, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany.
| | - Ilona Croy
- Department of Psychotherapy and Psychosomatic Medicine, TU Dresden, Fetscherstr. 74, 01307 Dresden, Germany.
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Harshman SW, Pitsch RL, Smith ZK, O’Connor ML, Geier BA, Qualley AV, Schaeublin NM, Fischer MV, Eckerle JJ, Strang AJ, Martin JA. The proteomic and metabolomic characterization of exercise-induced sweat for human performance monitoring: A pilot investigation. PLoS One 2018; 13:e0203133. [PMID: 30383773 PMCID: PMC6211630 DOI: 10.1371/journal.pone.0203133] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Accepted: 08/15/2018] [Indexed: 12/01/2022] Open
Abstract
Sweat is a biofluid with several attractive attributes. However, investigation into sweat for biomarker discovery applications is still in its infancy. To add support for the use of sweat as a non-invasive media for human performance monitoring, volunteer participants were subjected to a physical exertion model using a treadmill. Following exercise, sweat was collected, aliquotted, and analyzed for metabolite and protein content via high-resolution mass spectrometry. Overall, the proteomic analysis illustrates significant enrichment steps will be required for proteomic biomarker discovery from single sweat samples as protein abundance is low in this medium. Furthermore, the results indicate a potential for protein degradation, or a large number of low molecular weight protein/peptides, in these samples. Metabolomic analysis shows a strong correlation in the overall abundance among sweat metabolites. Finally, hierarchical clustering of participant metabolite abundances show trends emerging, although no significant trends were observed (alpha = 0.8, lambda = 1 standard error via cross validation). However, these data suggest with a greater number of biological replicates, stronger, statistically significant results, can be obtained. Collectively, this study represents the first to simultaneously use both proteomic and metabolomic analysis to investigate sweat. These data highlight several pitfalls of sweat analysis for biomarker discovery applications.
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Affiliation(s)
- Sean W. Harshman
- UES Inc., Air Force Research Laboratory, Wright- Patterson Air Force Base, Ohio, United States of America
- * E-mail:
| | - Rhonda L. Pitsch
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio, United States of America
| | - Zachary K. Smith
- UES Inc., Air Force Research Laboratory, Wright- Patterson Air Force Base, Ohio, United States of America
| | - Maegan L. O’Connor
- Oak Ridge Institute of Science & Education, Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio, United States of America
| | - Brian A. Geier
- Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio, United States of America
| | - Anthony V. Qualley
- UES Inc., Air Force Research Laboratory, Wright- Patterson Air Force Base, Ohio, United States of America
| | - Nicole M. Schaeublin
- UES Inc., Air Force Research Laboratory, Wright- Patterson Air Force Base, Ohio, United States of America
| | - Molly V. Fischer
- Oak Ridge Institute of Science & Education, Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio, United States of America
| | - Jason J. Eckerle
- InfoSciTex Corp., Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio, United States of America
| | - Adam J. Strang
- Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio, United States of America
| | - Jennifer A. Martin
- Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio, United States of America
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Currano LJ, Sage FC, Hagedon M, Hamilton L, Patrone J, Gerasopoulos K. Wearable Sensor System for Detection of Lactate in Sweat. Sci Rep 2018; 8:15890. [PMID: 30367078 PMCID: PMC6203741 DOI: 10.1038/s41598-018-33565-x] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Accepted: 09/27/2018] [Indexed: 02/08/2023] Open
Abstract
Increased development of wearable sensors for physiological monitoring has spurred complementary interest in the detection of biochemical indicators of health and performance. We report a wearable sensor system for non-invasive detection of excreted human biomarkers in sweat. The system consists of a thin, flexible, kapton patch (2.5 × 7.5 cm) that can be coated with adhesive and affixed to the skin. The system can be controlled by a cell phone via a near-field communications protocol, charged wirelessly, and the data can be downloaded and displayed in a smart phone app. The system is designed such that the sensing element plugs into a low-profile socket, and can easily be removed and replaced as needed due to saturation or aging effects. As a demonstration case, we examined using an organic electrochemical transistor (OECT) within this system to monitor lactate concentration. Several different methods for optimizing the sensor performance were compared, including altering electrode materials, employing various immobilization techniques, and tailoring operating voltages. Resulting functional response of the lactate oxidase enzyme was compared as a function of the sensor variables. The OECT sensor was shown to have high sensitivity to lactate, however the sensing range is limited to lactate concentrations below approximately 1 mM.
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Affiliation(s)
- Luke J Currano
- Johns Hopkins University Applied Physics Laboratory, 11100 Johns Hopkins Rd, Laurel, MD, 20723, USA
| | - F Connor Sage
- Johns Hopkins University Applied Physics Laboratory, 11100 Johns Hopkins Rd, Laurel, MD, 20723, USA
| | - Matthew Hagedon
- Johns Hopkins University Applied Physics Laboratory, 11100 Johns Hopkins Rd, Laurel, MD, 20723, USA
| | - Leslie Hamilton
- Johns Hopkins University Applied Physics Laboratory, 11100 Johns Hopkins Rd, Laurel, MD, 20723, USA
| | - Julia Patrone
- Johns Hopkins University Applied Physics Laboratory, 11100 Johns Hopkins Rd, Laurel, MD, 20723, USA
| | - Konstantinos Gerasopoulos
- Johns Hopkins University Applied Physics Laboratory, 11100 Johns Hopkins Rd, Laurel, MD, 20723, USA.
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47
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Twine NB, Norton RM, Brothers MC, Hauke A, Gomez EF, Heikenfeld J. Open nanofluidic films with rapid transport and no analyte exchange for ultra-low sample volumes. Lab Chip 2018; 18:2816-2825. [PMID: 30027962 DOI: 10.1039/c8lc00186c] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Moving to ultra-low (<100 nL) sample volumes presents numerous challenges, many of which can be resolved by implementation of open nanofluidic films. These nanofluidic films are fabricated using a hexagonal network of gold-coated open microchannels which capture all of the following innovative advantages: (1) sample volumes of <100 nL cm-2; (2) zero analyte exchange and loss with the film materials; (3) rapid and omni-directional wicking transport of >500 nL min-1 per square of film; (4) ultra-simple roll-to-roll fabrication; (5) stable and bio-compatible super-hydrophilicity for weeks in air by peptide surface modification. Validation includes both detailed in vitro characterization and in vivo validation with sweat transport from the human skin. Sampling times (skin-to-sensor) of <3 min were achieved, setting new benchmarks for the field of wearable sweat sensing. This work addresses significant challenges for sweat biosensing, or for any other nano-liter regime (<100 nL) fluid sampling and sensing application.
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Affiliation(s)
- N B Twine
- Department of Electrical Engineering & Computer Science, University of Cincinnati, Cincinnati, OH 45221, USA.
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48
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Mogensen M, Bojesen S, Israelsen NM, Maria M, Jensen M, Podoleanu A, Bang O, Haedersdal M. Two optical coherence tomography systems detect topical gold nanoshells in hair follicles, sweat ducts and measure epidermis. J Biophotonics 2018; 11:e201700348. [PMID: 29611306 DOI: 10.1002/jbio.201700348] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Accepted: 04/02/2018] [Indexed: 06/08/2023]
Abstract
Optical coherence tomography (OCT) is an established imaging technology for in vivo skin investigation. Topical application of gold nanoshells (GNS) provides contrast enhancement in OCT by generating a strong hyperreflective signal from hair follicles and sweat glands, which are the natural skin openings. This study explores the utility of 150 nm diameter GNS as contrast agent for OCT imaging. GNS was massaged into skin and examined in four skin areas of 11 healthy volunteers. A commercial OCT system and a prototype with 3 μm resolution (UHR-OCT) were employed to detect potential benefits of increased resolution and variability in intensity generated by the GNS. In both OCT-systems GNS enhanced contrast from hair follicles and sweat ducts. Highest average penetration depth of GNS was in armpit 0.64 mm ± SD 0.17, maximum penetration depth was 1.20 mm in hair follicles and 15 to 40 μm in sweat ducts. Pixel intensity generated from GNS in hair follicles was significantly higher in UHR-OCT images (P = .002) and epidermal thickness significantly lower 0.14 vs 0.16 mm (P = .027). This study suggests that GNSs are interesting candidates for increasing sensitivity in OCT diagnosis of hair and sweat gland disorders and demonstrates that choice of OCT systems influences results.
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Affiliation(s)
- Mette Mogensen
- Department of Dermatology, Bispebjerg Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Sophie Bojesen
- Department of Dermatology, Bispebjerg Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Niels M Israelsen
- DTU Fotonik, Department of Photonics Engineering, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Michael Maria
- DTU Fotonik, Department of Photonics Engineering, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Mikkel Jensen
- DTU Fotonik, Department of Photonics Engineering, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Adrian Podoleanu
- School of Physical Sciences, Ingram Building, University of Kent, Canterbury, UK
| | - Ole Bang
- DTU Fotonik, Department of Photonics Engineering, Technical University of Denmark, Kongens Lyngby, Denmark
- NKT Photonics A/S, Birkerød, Denmark
| | - Merete Haedersdal
- Department of Dermatology, Bispebjerg Hospital, University of Copenhagen, Copenhagen, Denmark
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49
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Abstract
Atopic dermatitis (synonym atopic eczema, AD) is a chronic inflammatory skin disorder essentially characterised by a red "itchy" skin rash. The condition is prevalent around the world, affecting 15-30% of children and 2-10% of adults [Odhiambo et al.: J Allergy Clin Immunol 2009;124:1251-1258.e23]. The pathophysiological mechanisms underpinning AD are complex, broadly involving skin barrier dysfunction, an altered immune response (affecting both the adaptive and innate immune systems) and an unfavourable environment (external stressors) [Werfel et al.: J Allergy Clin Immunol 2016;138:336-349]. Intriguingly at the centre of this maelstrom of events, linking them together, is a very basic skin property - skin pH. Skin pH is a central regulator of skin barrier homeostasis and an important innate defence mechanism. Moreover, recent evidence suggests that elevated pH can also drive altered immune responses placing it squarely in the centre of AD pathogenesis, but just how important is skin pH to the development of AD? In this chapter, the current evidence entangling skin pH in AD pathogenesis is reviewed.
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50
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Jajack A, Brothers M, Kasting G, Heikenfeld J. Enhancing glucose flux into sweat by increasing paracellular permeability of the sweat gland. PLoS One 2018; 13:e0200009. [PMID: 30011292 PMCID: PMC6047769 DOI: 10.1371/journal.pone.0200009] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Accepted: 06/18/2018] [Indexed: 11/24/2022] Open
Abstract
Non-invasive wearable biosensors provide real-time, continuous, and actionable health information. However, difficulties detecting diluted biomarkers in excreted biofluids limit practical applications. Most biomarkers of interest are transported paracellularly into excreted biofluids from biomarker-rich blood and interstitial fluid during normal modulation of cellular tight junctions. Calcium chelators are reversible tight junction modulators that have been shown to increase absorption across the intestinal epithelium. However, calcium chelators have not yet been shown to improve the extraction of biomarkers. Here we show that for glucose, a paracellularly transported biomarker, the flux into sweat can be increased by >10x using citrate, a calcium chelator, in combination with electroosmosis. Our results demonstrate a method of increasing glucose flux through the sweat gland epithelium, thereby increasing the concentration in sweat. Future work should examine if this method enhances flux for other paracellularly transported biomarkers to make it possible to detect more biomarkers with currently available biosensors.
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Affiliation(s)
- Andrew Jajack
- Department of Biomedical Engineering, University of Cincinnati, Cincinnati, Ohio, United States of America
- * E-mail:
| | - Michael Brothers
- UES, Incorporated, Dayton, Ohio, United States of America
- 711th Human Performance Wing, Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio, United States of America
| | - Gerald Kasting
- James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Jason Heikenfeld
- Department of Electrical Engineering and Computing Systems, University of Cincinnati, Cincinnati, Ohio, United States of America
- Eccrine Systems, Incorporated, Cincinnati, Ohio, United States of America
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