Osmotically Enabled Wearable Patch for Sweat Harvesting and Lactate Quantification

Lactate is an essential biomarker for determining the health of the muscles and oxidative stress levels in the human body. However, most of the currently available sweat lactate monitoring devices require external power, cannot measure lactate under low sweat rates (such as in humans at rest), and d...

Full description

Saved in:
Bibliographic Details
Published inMicromachines (Basel) Vol. 12; no. 12; p. 1513
Main Authors Saha, Tamoghna, Fang, Jennifer, Mukherjee, Sneha, Knisely, Charles T., Dickey, Michael D., Velev, Orlin D.
Format Journal Article
LanguageEnglish
Published Switzerland MDPI AG 04.12.2021
MDPI
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Lactate is an essential biomarker for determining the health of the muscles and oxidative stress levels in the human body. However, most of the currently available sweat lactate monitoring devices require external power, cannot measure lactate under low sweat rates (such as in humans at rest), and do not provide adequate information about the relationship between sweat and blood lactate levels. Here, we discuss the on-skin operation of our recently developed wearable sweat sampling patch. The patch combines osmosis (using hydrogel discs) and capillary action (using paper microfluidic channel) for long-term sweat withdrawal and management. When subjects are at rest, the hydrogel disc can withdraw fluid from the skin via osmosis and deliver it to the paper. The lactate amount in the fluid is determined using a colorimetric assay. During active sweating (e.g., exercise), the paper can harvest sweat even in the absence of the hydrogel patch. The captured fluid contains lactate, which we quantify using a colorimetric assay. The measurements show the that the total number of moles of lactate in sweat is correlated to sweat rate. Lactate concentrations in sweat and blood correlate well only during high-intensity exercise. Hence, sweat appears to be a suitable biofluid for lactate quantification. Overall, this wearable patch holds the potential of providing a comprehensive analysis of sweat lactate trends in the human body.
AbstractList Lactate is an essential biomarker for determining the health of the muscles and oxidative stress levels in the human body. However, most of the currently available sweat lactate monitoring devices require external power, cannot measure lactate under low sweat rates (such as in humans at rest), and do not provide adequate information about the relationship between sweat and blood lactate levels. Here, we discuss the on-skin operation of our recently developed wearable sweat sampling patch. The patch combines osmosis (using hydrogel discs) and capillary action (using paper microfluidic channel) for long-term sweat withdrawal and management. When subjects are at rest, the hydrogel disc can withdraw fluid from the skin via osmosis and deliver it to the paper. The lactate amount in the fluid is determined using a colorimetric assay. During active sweating (e.g., exercise), the paper can harvest sweat even in the absence of the hydrogel patch. The captured fluid contains lactate, which we quantify using a colorimetric assay. The measurements show the that the total number of moles of lactate in sweat is correlated to sweat rate. Lactate concentrations in sweat and blood correlate well only during high-intensity exercise. Hence, sweat appears to be a suitable biofluid for lactate quantification. Overall, this wearable patch holds the potential of providing a comprehensive analysis of sweat lactate trends in the human body.
Lactate is an essential biomarker for determining the health of the muscles and oxidative stress levels in the human body. However, most of the currently available sweat lactate monitoring devices require external power, cannot measure lactate under low sweat rates (such as in humans at rest), and do not provide adequate information about the relationship between sweat and blood lactate levels. Here, we discuss the on-skin operation of our recently developed wearable sweat sampling patch. The patch combines osmosis (using hydrogel discs) and capillary action (using paper microfluidic channel) for long-term sweat withdrawal and management. When subjects are at rest, the hydrogel disc can withdraw fluid from the skin via osmosis and deliver it to the paper. The lactate amount in the fluid is determined using a colorimetric assay. During active sweating (e.g., exercise), the paper can harvest sweat even in the absence of the hydrogel patch. The captured fluid contains lactate, which we quantify using a colorimetric assay. The measurements show the that the total number of moles of lactate in sweat is correlated to sweat rate. Lactate concentrations in sweat and blood correlate well only during high-intensity exercise. Hence, sweat appears to be a suitable biofluid for lactate quantification. Overall, this wearable patch holds the potential of providing a comprehensive analysis of sweat lactate trends in the human body.Lactate is an essential biomarker for determining the health of the muscles and oxidative stress levels in the human body. However, most of the currently available sweat lactate monitoring devices require external power, cannot measure lactate under low sweat rates (such as in humans at rest), and do not provide adequate information about the relationship between sweat and blood lactate levels. Here, we discuss the on-skin operation of our recently developed wearable sweat sampling patch. The patch combines osmosis (using hydrogel discs) and capillary action (using paper microfluidic channel) for long-term sweat withdrawal and management. When subjects are at rest, the hydrogel disc can withdraw fluid from the skin via osmosis and deliver it to the paper. The lactate amount in the fluid is determined using a colorimetric assay. During active sweating (e.g., exercise), the paper can harvest sweat even in the absence of the hydrogel patch. The captured fluid contains lactate, which we quantify using a colorimetric assay. The measurements show the that the total number of moles of lactate in sweat is correlated to sweat rate. Lactate concentrations in sweat and blood correlate well only during high-intensity exercise. Hence, sweat appears to be a suitable biofluid for lactate quantification. Overall, this wearable patch holds the potential of providing a comprehensive analysis of sweat lactate trends in the human body.
Author Mukherjee, Sneha
Dickey, Michael D.
Saha, Tamoghna
Fang, Jennifer
Velev, Orlin D.
Knisely, Charles T.
AuthorAffiliation Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695-7905, USA; tsaha@ncsu.edu (T.S.); jfang7@ncsu.edu (J.F.); smukhe22@ncsu.edu (S.M.); ctknisel@ncsu.edu (C.T.K.)
AuthorAffiliation_xml – name: Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC 27695-7905, USA; tsaha@ncsu.edu (T.S.); jfang7@ncsu.edu (J.F.); smukhe22@ncsu.edu (S.M.); ctknisel@ncsu.edu (C.T.K.)
Author_xml – sequence: 1
  givenname: Tamoghna
  orcidid: 0000-0002-0753-3577
  surname: Saha
  fullname: Saha, Tamoghna
– sequence: 2
  givenname: Jennifer
  surname: Fang
  fullname: Fang, Jennifer
– sequence: 3
  givenname: Sneha
  surname: Mukherjee
  fullname: Mukherjee, Sneha
– sequence: 4
  givenname: Charles T.
  surname: Knisely
  fullname: Knisely, Charles T.
– sequence: 5
  givenname: Michael D.
  orcidid: 0000-0003-1251-1871
  surname: Dickey
  fullname: Dickey, Michael D.
– sequence: 6
  givenname: Orlin D.
  orcidid: 0000-0003-0473-8056
  surname: Velev
  fullname: Velev, Orlin D.
BackLink https://www.ncbi.nlm.nih.gov/pubmed/34945363$$D View this record in MEDLINE/PubMed
BookMark eNptkltrFDEUxwep2Fr74geQAV-ksJrbJJMXQUprCwv1ir6FM5mTbZaZpGYylX57s91a22ICySH5nT_n9rzaCTFgVb2k5C3nmrwbPWVlN5Q_qfYYUWwhpfy5c8_erQ6maU3KUkqX41m1y4UWDZd8r_pyPo0xewvDcF0fB-gG7OsfCGlj1Z8g24vaxVR__Y2Q61NIVzhlH1Y1hL5egs2Qsf48Q8jeFZXsY3hRPXUwTHhwe-9X30-Ovx2dLpbnH8-OPiwXVpI2LzpBJCpNKbJGSGo1tqzjsuksZdA7tKSXQgmKDaEUhHOday1jSJ1GRI18vzrb6vYR1uYy-RHStYngzc1DTCsDqaQ2oFFSO9LTRtEWhJCya7qeWYeKO9sJJ4rW-63W5dyN2FsMOcHwQPThT_AXZhWvTKtIo5UuAm9uBVL8NZcamdFPFocBAsZ5MkxSwZhspSzo60foOs4plFJtKNZSTmVbqFf3I7oL5W_rCnC4BWyK05TQ3SGUmM1omH-jUWDyCLY-33SrZOOH_7n8AZEyuvs
CitedBy_id crossref_primary_10_1016_j_ergon_2023_103472
crossref_primary_10_3390_s22197670
crossref_primary_10_1016_j_talanta_2023_124888
crossref_primary_10_1016_j_talanta_2022_124122
crossref_primary_10_1002_elps_202300179
crossref_primary_10_3390_bios12121164
crossref_primary_10_1080_10803548_2024_2330242
crossref_primary_10_1039_D3LC00874F
crossref_primary_10_3390_bios13030313
crossref_primary_10_3390_mi13101718
crossref_primary_10_1021_acsnano_2c12606
crossref_primary_10_1002_elan_202200154
crossref_primary_10_1016_j_snb_2024_136383
crossref_primary_10_1002_smll_202206064
crossref_primary_10_1016_j_snb_2022_132489
crossref_primary_10_1021_acs_chemrev_2c00823
crossref_primary_10_1021_acssensors_2c00830
crossref_primary_10_1016_j_microc_2024_111165
crossref_primary_10_3390_mi13030414
crossref_primary_10_3390_s23073378
crossref_primary_10_1016_j_trac_2022_116893
Cites_doi 10.1039/D1AN00455G
10.1007/s00421-020-04562-8
10.1038/s41598-019-49689-7
10.1016/j.bios.2018.06.054
10.1007/s10517-010-1075-0
10.1021/ac501547u
10.1186/2110-5820-3-12
10.1590/S0100-879X2007000100017
10.1126/sciadv.aax0649
10.1021/acssensors.8b01218
10.1002/ecj.12061
10.1109/SENSORS43011.2019.8956651
10.1016/j.bios.2014.01.047
10.1016/j.bios.2020.112038
10.1002/adhm.201601355
10.1039/C7LC00192D
10.1038/s41598-019-46611-z
10.1021/acssensors.1c01009
10.1063/1.4921039
10.1007/s00421-003-0968-2
10.1039/C3AN02359A
10.1021/acssensors.7b00729
10.1021/ac401573r
10.1166/sam.2019.3447
10.1038/ncomms11650
10.1021/acssensors.0c00078
10.1038/srep30565
10.1177/0040517514528565
10.1080/23328940.2019.1632145
10.1007/s12576-009-0073-3
10.1021/acsami.0c22730
10.1016/j.aca.2017.07.050
10.1021/acssensors.9b01727
10.1111/srt.12412
10.14814/phy2.14729
10.1039/C4AN01612B
10.1039/C9SC01937E
10.1177/193229680700100414
10.1016/j.bios.2019.02.041
10.1126/scitranslmed.aaf2593
10.1063/5.0010417
10.1016/0956-5663(93)80025-K
10.1016/j.nanoen.2019.03.026
10.1016/j.bios.2016.07.076
10.1016/j.bios.2016.09.038
10.1002/celc.201901703
10.3390/bios9010013
10.1016/j.jss.2009.04.020
10.1152/jappl.1983.54.2.355
10.1039/c0lc00237b
10.1007/s004210050676
10.1021/acssensors.0c02446
10.1016/0003-2670(94)80004-9
10.1016/j.snb.2011.12.049
10.1109/JSEN.2019.2959029
10.1038/nature16521
10.1002/bmc.2713
10.1007/s12576-012-0213-z
10.1038/s41928-018-0043-y
10.1016/j.bios.2014.05.014
10.1016/j.bios.2021.113270
10.1111/j.1469-445X.2000.02058.x
10.1002/adfm.202000381
10.1016/j.snb.2016.11.040
10.2165/00007256-198908010-00005
ContentType Journal Article
Copyright 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
2021 by the authors. 2021
Copyright_xml – notice: 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: 2021 by the authors. 2021
DBID AAYXX
CITATION
NPM
7SP
7TB
8FD
8FE
8FG
ABJCF
ABUWG
AFKRA
AZQEC
BENPR
BGLVJ
CCPQU
DWQXO
FR3
HCIFZ
L6V
L7M
M7S
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
7X8
5PM
DOA
DOI 10.3390/mi12121513
DatabaseName CrossRef
PubMed
Electronics & Communications Abstracts
Mechanical & Transportation Engineering Abstracts
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Materials Science & Engineering
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
ProQuest Central
Technology collection
ProQuest One Community College
ProQuest Central
Engineering Research Database
SciTech Premium Collection
ProQuest Engineering Collection
Advanced Technologies Database with Aerospace
Engineering Database
ProQuest Central Premium
ProQuest One Academic
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Engineering Collection
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
PubMed
Publicly Available Content Database
Technology Collection
Technology Research Database
ProQuest One Academic Middle East (New)
Mechanical & Transportation Engineering Abstracts
ProQuest Central Essentials
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest Engineering Collection
ProQuest Central Korea
ProQuest Central (New)
Advanced Technologies Database with Aerospace
Engineering Collection
Engineering Database
ProQuest One Academic Eastern Edition
Electronics & Communications Abstracts
ProQuest Technology Collection
ProQuest SciTech Collection
ProQuest One Academic UKI Edition
Materials Science & Engineering Collection
Engineering Research Database
ProQuest One Academic
ProQuest One Academic (New)
MEDLINE - Academic
DatabaseTitleList
MEDLINE - Academic
Publicly Available Content Database
CrossRef
PubMed

Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 2072-666X
ExternalDocumentID oai_doaj_org_article_769f0d15718a4466b5bd2cfe73fcb4f4
PMC8705979
34945363
10_3390_mi12121513
Genre Journal Article
GeographicLocations St Louis Missouri
United States--US
GeographicLocations_xml – name: St Louis Missouri
– name: United States--US
GrantInformation_xml – fundername: NSF-ASSIST Center for Advanced Self Powered Systems of Integrated Sensors and Technologies
  grantid: EEC-1160483
– fundername: Nano-Bio Materials Consortium (NBMC)
  grantid: NB18-20-21
GroupedDBID 53G
5VS
8FE
8FG
AADQD
AAFWJ
AAYXX
ABJCF
ADBBV
ADMLS
AENEX
AFKRA
AFPKN
AFZYC
ALMA_UNASSIGNED_HOLDINGS
AOIJS
BCNDV
BENPR
BGLVJ
CCPQU
CITATION
GROUPED_DOAJ
HCIFZ
HYE
IAO
ITC
KQ8
L6V
M7S
MM.
MODMG
M~E
OK1
PGMZT
PHGZM
PHGZT
PIMPY
PROAC
PTHSS
RPM
TR2
TUS
NPM
7SP
7TB
8FD
ABUWG
AZQEC
DWQXO
FR3
L7M
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
7X8
5PM
PUEGO
ID FETCH-LOGICAL-c608t-b406e7911e25461c9e82b365bc12adfec0d64741e5011a4ffbf8c22e1f9eee9e3
IEDL.DBID DOA
ISSN 2072-666X
IngestDate Wed Aug 27 01:28:47 EDT 2025
Thu Aug 21 18:15:43 EDT 2025
Thu Jul 10 22:50:34 EDT 2025
Fri Jul 25 12:11:47 EDT 2025
Wed Feb 19 02:28:09 EST 2025
Thu Apr 24 23:07:24 EDT 2025
Tue Jul 01 03:41:14 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 12
Keywords sensing
paper microfluidics
capillary
osmotic pumping
biochemical assay
sweat
hydrogels
lactate
evaporation
wicking
Language English
License https://creativecommons.org/licenses/by/4.0
Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c608t-b406e7911e25461c9e82b365bc12adfec0d64741e5011a4ffbf8c22e1f9eee9e3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0003-1251-1871
0000-0003-0473-8056
0000-0002-0753-3577
OpenAccessLink https://doaj.org/article/769f0d15718a4466b5bd2cfe73fcb4f4
PMID 34945363
PQID 2612813168
PQPubID 2032359
ParticipantIDs doaj_primary_oai_doaj_org_article_769f0d15718a4466b5bd2cfe73fcb4f4
pubmedcentral_primary_oai_pubmedcentral_nih_gov_8705979
proquest_miscellaneous_2614226866
proquest_journals_2612813168
pubmed_primary_34945363
crossref_primary_10_3390_mi12121513
crossref_citationtrail_10_3390_mi12121513
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 20211204
PublicationDateYYYYMMDD 2021-12-04
PublicationDate_xml – month: 12
  year: 2021
  text: 20211204
  day: 4
PublicationDecade 2020
PublicationPlace Switzerland
PublicationPlace_xml – name: Switzerland
– name: Basel
PublicationTitle Micromachines (Basel)
PublicationTitleAlternate Micromachines (Basel)
PublicationYear 2021
Publisher MDPI AG
MDPI
Publisher_xml – name: MDPI AG
– name: MDPI
References Green (ref_66) 2004; 91
Kim (ref_8) 2014; 139
Zhao (ref_62) 2021; 188
Derbyshire (ref_11) 2012; 62
Saha (ref_14) 2021; 13
Buono (ref_17) 2010; 60
Gao (ref_50) 2016; 529
Alam (ref_3) 2018; 117
Patterson (ref_19) 2000; 85
Nagamine (ref_34) 2019; 9
Guan (ref_48) 2019; 59
Pundir (ref_4) 2016; 86
Cureton (ref_10) 2010; 159
He (ref_40) 2019; 5
Shay (ref_59) 2020; 14
ref_60
Mitsubayashi (ref_13) 1994; 289
Sonner (ref_6) 2015; 9
Kim (ref_42) 2017; 2
Luo (ref_51) 2020; 20
Davis (ref_33) 2017; 242
Sakharov (ref_20) 2010; 150
Koh (ref_22) 2016; 8
Broskey (ref_67) 2021; 9
Ashley (ref_26) 2019; 132
Green (ref_18) 2000; 82
Vinoth (ref_64) 2021; 6
Meyer (ref_15) 2007; 40
Xuan (ref_63) 2021; 6
Biagi (ref_55) 2012; 26
Nie (ref_39) 2010; 10
Walenta (ref_9) 2000; 60
Choi (ref_24) 2019; 4
Chen (ref_53) 2019; 10
Yokus (ref_54) 2020; 153
Sempionatto (ref_41) 2017; 17
Choi (ref_23) 2017; 6
Anastasova (ref_12) 2017; 93
Fellmann (ref_16) 1983; 54
Weltin (ref_31) 2014; 61
Lin (ref_36) 2020; 5
Payne (ref_29) 2019; 9
Loaiza (ref_45) 2014; 56
Onor (ref_30) 2017; 989
Klous (ref_61) 2021; 121
Goodwin (ref_21) 2007; 1
ref_37
Meyerhoff (ref_32) 1993; 8
Souza (ref_57) 2018; 24
Bakker (ref_2) 2013; 3
Baker (ref_5) 2019; 6
Baysal (ref_25) 2014; 84
Imani (ref_47) 2016; 7
Roda (ref_52) 2014; 139
ref_43
Rathee (ref_49) 2016; 5
Abrar (ref_46) 2016; 6
Mao (ref_27) 2019; 11
Bariya (ref_38) 2018; 1
Karpova (ref_1) 2020; 7
Anderson (ref_65) 1989; 8
Enomoto (ref_28) 2018; 101
Jia (ref_44) 2013; 85
Bhide (ref_58) 2021; 146
Thomas (ref_7) 2012; 162
Zhang (ref_56) 2020; 30
Pribil (ref_35) 2014; 86
References_xml – volume: 146
  start-page: 3482
  year: 2021
  ident: ref_58
  article-title: On-Demand Lactate Monitoring towards Assessing Physiological Responses in Sedentary Populations
  publication-title: Analyst
  doi: 10.1039/D1AN00455G
– volume: 121
  start-page: 803
  year: 2021
  ident: ref_61
  article-title: The (in)Dependency of Blood and Sweat Sodium, Chloride, Potassium, Ammonia, Lactate and Glucose Concentrations during Submaximal Exercise
  publication-title: Eur. J. Appl. Physiol.
  doi: 10.1007/s00421-020-04562-8
– volume: 9
  start-page: 13720
  year: 2019
  ident: ref_29
  article-title: Printed, Flexible Lactate Sensors: Design Considerations Before Performing On-Body Measurements
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-019-49689-7
– volume: 117
  start-page: 818
  year: 2018
  ident: ref_3
  article-title: Lactate Biosensing: The Emerging Point-of-Care and Personal Health Monitoring
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2018.06.054
– volume: 150
  start-page: 83
  year: 2010
  ident: ref_20
  article-title: Relationship between Lactate Concentrations in Active Muscle Sweat and Whole Blood
  publication-title: Bull. Exp. Biol. Med.
  doi: 10.1007/s10517-010-1075-0
– volume: 86
  start-page: 5215
  year: 2014
  ident: ref_35
  article-title: Noninvasive Hypoxia Monitor Based on Gene-Free Engineering of Lactate Oxidase for Analysis of Undiluted Sweat
  publication-title: Anal. Chem.
  doi: 10.1021/ac501547u
– volume: 3
  start-page: 12
  year: 2013
  ident: ref_2
  article-title: Clinical Use of Lactate Monitoring in Critically Ill Patients
  publication-title: Ann. Intensive Care
  doi: 10.1186/2110-5820-3-12
– volume: 40
  start-page: 135
  year: 2007
  ident: ref_15
  article-title: Effect of Age and Gender on Sweat Lactate and Ammonia Concentrations during Exercise in the Heat
  publication-title: Braz. J. Med. Biol. Res.
  doi: 10.1590/S0100-879X2007000100017
– volume: 5
  start-page: eaax0649
  year: 2019
  ident: ref_40
  article-title: Integrated Textile Sensor Patch for Real-Time and Multiplex Sweat Analysis
  publication-title: Sci. Adv.
  doi: 10.1126/sciadv.aax0649
– volume: 4
  start-page: 379
  year: 2019
  ident: ref_24
  article-title: Soft, Skin-Integrated Multifunctional Microfluidic Systems for Accurate Colorimetric Analysis of Sweat Biomarkers and Temperature
  publication-title: ACS Sensors
  doi: 10.1021/acssensors.8b01218
– volume: 101
  start-page: 41
  year: 2018
  ident: ref_28
  article-title: Real-Time Skin Lactic Acid Monitoring System for Assessment of Training Intensity
  publication-title: Electron. Commun. Japan
  doi: 10.1002/ecj.12061
– ident: ref_60
  doi: 10.1109/SENSORS43011.2019.8956651
– volume: 56
  start-page: 345
  year: 2014
  ident: ref_45
  article-title: Disposable Amperometric Biosensor Based on Lactate Oxidase Immobilised on Platinum Nanoparticle-Decorated Carbon Nanofiber and Poly(Diallyldimethylammonium Chloride) Films
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2014.01.047
– volume: 153
  start-page: 112038
  year: 2020
  ident: ref_54
  article-title: Wearable Multiplexed Biosensor System toward Continuous Monitoring of Metabolites
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2020.112038
– volume: 6
  start-page: 1
  year: 2017
  ident: ref_23
  article-title: Thin, Soft, Skin-Mounted Microfluidic Networks with Capillary Bursting Valves for Chrono-Sampling of Sweat
  publication-title: Adv. Healthc. Mater.
  doi: 10.1002/adhm.201601355
– volume: 17
  start-page: 1834
  year: 2017
  ident: ref_41
  article-title: Eyeglasses Based Wireless Electrolyte and Metabolite Sensor Platform
  publication-title: Lab Chip
  doi: 10.1039/C7LC00192D
– volume: 9
  start-page: 10102
  year: 2019
  ident: ref_34
  article-title: Noninvasive Sweat-Lactate Biosensor Emplsoying a Hydrogel-Based Touch Pad
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-019-46611-z
– volume: 6
  start-page: 2763
  year: 2021
  ident: ref_63
  article-title: Lactate Biosensing for Reliable On-Body Sweat Analysis
  publication-title: ACS Sens.
  doi: 10.1021/acssensors.1c01009
– volume: 9
  start-page: 031301
  year: 2015
  ident: ref_6
  article-title: The Microfluidics of the Eccrine Sweat Gland, Including Biomarker Partitioning, Transport, and Biosensing Implications
  publication-title: Biomicrofluidics
  doi: 10.1063/1.4921039
– volume: 91
  start-page: 1
  year: 2004
  ident: ref_66
  article-title: Sweat Lactate Response between Males with High and Low Aerobic Fitness
  publication-title: Eur. J. Appl. Physiol.
  doi: 10.1007/s00421-003-0968-2
– volume: 139
  start-page: 1632
  year: 2014
  ident: ref_8
  article-title: Non-Invasive Mouthguard Biosensor for Continuous Salivary Monitoring of Metabolites
  publication-title: Analyst
  doi: 10.1039/C3AN02359A
– volume: 2
  start-page: 1860
  year: 2017
  ident: ref_42
  article-title: Epidermal Microfluidic Electrochemical Detection System: Enhanced Sweat Sampling and Metabolite Detection
  publication-title: ACS Sens.
  doi: 10.1021/acssensors.7b00729
– volume: 85
  start-page: 6553
  year: 2013
  ident: ref_44
  article-title: Electrochemical Tattoo Biosensors for Real-Time Noninvasive Lactate Monitoring in Human Perspiration
  publication-title: Anal. Chem.
  doi: 10.1021/ac401573r
– volume: 11
  start-page: 351
  year: 2019
  ident: ref_27
  article-title: Self-Powered Wearable Athletics Monitoring Nanodevice Based on ZnO Nanowire Piezoelectric-Biosensing Unit Arrays
  publication-title: Sci. Adv. Mater.
  doi: 10.1166/sam.2019.3447
– volume: 7
  start-page: 11650
  year: 2016
  ident: ref_47
  article-title: A Wearable Chemical-Electrophysiological Hybrid Biosensing System for Real-Time Health and Fitness Monitoring
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms11650
– ident: ref_37
  doi: 10.1021/acssensors.0c00078
– volume: 5
  start-page: 35
  year: 2016
  ident: ref_49
  article-title: Biosensors Based on Electrochemical Lactate Detection: A Comprehensive Review
  publication-title: Biochem. Biophys. Rep.
– volume: 6
  start-page: 30565
  year: 2016
  ident: ref_46
  article-title: Bendable Electro-Chemical Lactate Sensor Printed with Silver Nano-Particles
  publication-title: Sci. Rep.
  doi: 10.1038/srep30565
– volume: 84
  start-page: 1729
  year: 2014
  ident: ref_25
  article-title: Microfluidic Device on a Nonwoven Fabric: A Potential Biosensor for Lactate Detection
  publication-title: Text. Res. J.
  doi: 10.1177/0040517514528565
– volume: 6
  start-page: 211
  year: 2019
  ident: ref_5
  article-title: Physiology of Sweat Gland Function: The Roles of Sweating and Sweat Composition in Human Health
  publication-title: Temperature
  doi: 10.1080/23328940.2019.1632145
– volume: 60
  start-page: 103
  year: 2010
  ident: ref_17
  article-title: The Relationship between Exercise Intensity and the Sweat Lactate Excretion Rate
  publication-title: J. Physiol. Sci.
  doi: 10.1007/s12576-009-0073-3
– volume: 13
  start-page: 8071
  year: 2021
  ident: ref_14
  article-title: Wearable Osmotic-Capillary Patch for Prolonged Sweat Harvesting and Sensing
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.0c22730
– volume: 989
  start-page: 80
  year: 2017
  ident: ref_30
  article-title: Potentiometric Sensor for Non Invasive Lactate Determination in Human Sweat
  publication-title: Anal. Chim. Acta
  doi: 10.1016/j.aca.2017.07.050
– volume: 5
  start-page: 93
  year: 2020
  ident: ref_36
  article-title: Natural Perspiration Sampling and in Situ Electrochemical Analysis with Hydrogel Micropatches for User-Identifiable and Wireless Chemo/Biosensing
  publication-title: ACS Sens.
  doi: 10.1021/acssensors.9b01727
– volume: 24
  start-page: 187
  year: 2018
  ident: ref_57
  article-title: Characterization of Sweat Induced with Pilocarpine, Physical Exercise, and Collected Passively by Metabolomic Analysis
  publication-title: Ski. Res. Technol.
  doi: 10.1111/srt.12412
– volume: 9
  start-page: e14729
  year: 2021
  ident: ref_67
  article-title: The Association between Lactate and Muscle Aerobic Substrate Oxidation: Is Lactate an Early Marker for Metabolic Disease in Healthy Subjects?
  publication-title: Physiol. Rep.
  doi: 10.14814/phy2.14729
– volume: 139
  start-page: 6494
  year: 2014
  ident: ref_52
  article-title: A 3D-Printed Device for a Smartphone-Based Chemiluminescence Biosensor for Lactate in Oral Fluid and Sweat
  publication-title: Analyst
  doi: 10.1039/C4AN01612B
– volume: 10
  start-page: 6295
  year: 2019
  ident: ref_53
  article-title: Construction of a Flexible Electrochemiluminescence Platform for Sweat Detection
  publication-title: Chem. Sci.
  doi: 10.1039/C9SC01937E
– volume: 1
  start-page: 558
  year: 2007
  ident: ref_21
  article-title: Blood Lactate Measurements and Analysis during Exercise: A Guide for Clinicians
  publication-title: J. Diabetes Sci. Technol.
  doi: 10.1177/193229680700100414
– volume: 132
  start-page: 343
  year: 2019
  ident: ref_26
  article-title: Skin-Inspired, Open Mesh Electrochemical Sensors for Lactate and Oxygen Monitoring
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2019.02.041
– volume: 8
  start-page: 366ra165
  year: 2016
  ident: ref_22
  article-title: A Soft, Wearable Microfluidic Device for the Capture, Storage, and Colorimetric Sensing of Sweat
  publication-title: Sci. Transl. Med.
  doi: 10.1126/scitranslmed.aaf2593
– volume: 14
  start-page: 034112
  year: 2020
  ident: ref_59
  article-title: Principles of Long-Term Fluids Handling in Paper-Based Wearables with Capillary–Evaporative Transport
  publication-title: Biomicrofluidics
  doi: 10.1063/5.0010417
– volume: 8
  start-page: 409
  year: 1993
  ident: ref_32
  article-title: On Line Continuous Monitoring of Blood Lactate in Men by a Wearable Device Based upon an Enzymatic Amperometric Lactate Sensor
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/0956-5663(93)80025-K
– volume: 59
  start-page: 754
  year: 2019
  ident: ref_48
  article-title: A Self-Powered Wearable Sweat-Evaporation-Biosensing Analyzer for Building Sports Big Data
  publication-title: Nano Energy
  doi: 10.1016/j.nanoen.2019.03.026
– volume: 86
  start-page: 777
  year: 2016
  ident: ref_4
  article-title: Determination of Urea with Special Emphasis on Biosensors: A Review
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2016.07.076
– volume: 93
  start-page: 139
  year: 2017
  ident: ref_12
  article-title: A Wearable Multisensing Patch for Continuous Sweat Monitoring
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2016.09.038
– volume: 7
  start-page: 191
  year: 2020
  ident: ref_1
  article-title: Relationship Between Sweat and Blood Lactate Levels During Exhaustive Physical Exercise
  publication-title: ChemElectroChem
  doi: 10.1002/celc.201901703
– ident: ref_43
  doi: 10.3390/bios9010013
– volume: 159
  start-page: 468
  year: 2010
  ident: ref_10
  article-title: A Different View of Lactate in Trauma Patients: Protecting the Injured Brain
  publication-title: J. Surg. Res.
  doi: 10.1016/j.jss.2009.04.020
– volume: 54
  start-page: 355
  year: 1983
  ident: ref_16
  article-title: Human Frontal Sweat Rate and Lactate Concentration during Heat Exposure and Exercise
  publication-title: J. Appl. Physiol.
  doi: 10.1152/jappl.1983.54.2.355
– volume: 10
  start-page: 3163
  year: 2010
  ident: ref_39
  article-title: Integration of Paper-Based Microfluidic Devices with Commercial Electrochemical Readers
  publication-title: Lab Chip
  doi: 10.1039/c0lc00237b
– volume: 82
  start-page: 0230
  year: 2000
  ident: ref_18
  article-title: Gender Differences in Sweat Lactate
  publication-title: Eur. J. Appl. Physiol.
  doi: 10.1007/s004210050676
– volume: 6
  start-page: 1174
  year: 2021
  ident: ref_64
  article-title: Fully Printed Wearable Microfluidic Devices for High-Throughput Sweat Sampling and Multiplexed Electrochemical Analysis
  publication-title: ACS Sens.
  doi: 10.1021/acssensors.0c02446
– volume: 289
  start-page: 27
  year: 1994
  ident: ref_13
  article-title: Analysis of Metabolites in Sweat as a Measure of Physical Condition
  publication-title: Anal. Chim. Acta
  doi: 10.1016/0003-2670(94)80004-9
– volume: 60
  start-page: 916
  year: 2000
  ident: ref_9
  article-title: High Lactate Levels Predict Likelihood of Metastases, Tumor Recurrence, and Restricted Patient Survival in Human Cervical Cancers
  publication-title: Cancer Res.
– volume: 162
  start-page: 128
  year: 2012
  ident: ref_7
  article-title: A Contact Lens with an Integrated Lactate Sensor
  publication-title: Sens. Actuators B Chem.
  doi: 10.1016/j.snb.2011.12.049
– volume: 20
  start-page: 3757
  year: 2020
  ident: ref_51
  article-title: Wearable Tape-Based Smart Biosensing Systems for Lactate and Glucose
  publication-title: IEEE Sens. J.
  doi: 10.1109/JSEN.2019.2959029
– volume: 529
  start-page: 509
  year: 2016
  ident: ref_50
  article-title: Fully Integrated Wearable Sensor Arrays for Multiplexed in Situ Perspiration Analysis
  publication-title: Nature
  doi: 10.1038/nature16521
– volume: 26
  start-page: 1408
  year: 2012
  ident: ref_55
  article-title: Simultaneous Determination of Lactate and Pyruvate in Human Sweat Using Reversed-Phase High-Performance Liquid Chromatography: A Noninvasive Approach
  publication-title: Biomed. Chromatogr.
  doi: 10.1002/bmc.2713
– volume: 62
  start-page: 429
  year: 2012
  ident: ref_11
  article-title: Lactate in Human Sweat: A Critical Review of Research to the Present Day
  publication-title: J. Physiol. Sci.
  doi: 10.1007/s12576-012-0213-z
– volume: 1
  start-page: 160
  year: 2018
  ident: ref_38
  article-title: Wearable Sweat Sensors
  publication-title: Nat. Electron.
  doi: 10.1038/s41928-018-0043-y
– volume: 61
  start-page: 192
  year: 2014
  ident: ref_31
  article-title: Polymer-Based, Flexible Glutamate and Lactate Microsensors for in Vivo Applications
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2014.05.014
– volume: 188
  start-page: 113270
  year: 2021
  ident: ref_62
  article-title: A Thread-Based Wearable Sweat Nanobiosensor
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2021.113270
– volume: 85
  start-page: 869
  year: 2000
  ident: ref_19
  article-title: Variations in Regional Sweat Composition in Normal Human Males
  publication-title: Exp. Physiol.
  doi: 10.1111/j.1469-445X.2000.02058.x
– volume: 30
  start-page: 2000381
  year: 2020
  ident: ref_56
  article-title: A Bioinspired Wireless Epidermal Photoreceptor for Artificial Skin Vision
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.202000381
– volume: 242
  start-page: 502
  year: 2017
  ident: ref_33
  article-title: Novel Flexible Enzyme Laminate-Based Sensor for Analysis of Lactate in Sweat
  publication-title: Sens. Actuators B Chem.
  doi: 10.1016/j.snb.2016.11.040
– volume: 8
  start-page: 43
  year: 1989
  ident: ref_65
  article-title: A Review of Blood Lactate and Ventilatory Methods of Detecting Transition Thresholds
  publication-title: Sports Med.
  doi: 10.2165/00007256-198908010-00005
SSID ssj0000779007
Score 2.3541157
Snippet Lactate is an essential biomarker for determining the health of the muscles and oxidative stress levels in the human body. However, most of the currently...
SourceID doaj
pubmedcentral
proquest
pubmed
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 1513
SubjectTerms Biomarkers
Blood
Capillarity
Colorimetry
Electrodes
Enzymes
Exercise
Exocrine glands
Glucose
Human body
Hydrogels
lactate
Metabolism
Microfluidics
Muscles
Osmosis
osmotic pumping
paper microfluidics
Physical fitness
Physiology
Rest
sensing
Skin
Sweat
Sweating
Wearable technology
SummonAdditionalLinks – databaseName: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwEB7B9gIHRHkG2soILhyiJo5jJydEq60qhEopVPQW-dlWKtnS7grx75lxvGkXVdyieA7WzHhmbI-_D-AdJu2glPS5Etrkgqs61y3XeRlKbiU6TKFjt8WB3D8Wn07qk3Tgdp3aKpcxMQZqN7N0Rr5NUFdNSTRLHy5_5cQaRberiULjPqxhCG6aCaztTA8Oj8ZTloLg9Ao14JJWuL_f_nleckJUKKuVTBQB---qMv9tlryVffYew6NUNrKPg53X4Z7vn8DDW2CCT-HoS6TkQZ1f_GHT-CTKsR_oyPTFDjHknjGsUNm33xh-GXECEcBGf8p079hnbanqZF8XeugeigZ7Bsd70--7-3liTMitLJp5bjA9e4XxyxPMfWlb33BTydrYkmsXvC2cFFhD-BqXtRYhmNBYzn0ZWu9966vnMOlnvX8JzFniRW-kUcELVxmUrALRlaH2aqVDBu-X2utsghMnVouLDrcVpOnuRtMZvB1lLwcQjTuldsgIowQBX8cfs6vTLq2jTsk2FK6sMaVquoo2tXHcBq-qYI0IIoONpQm7tBqvuxvfyeDNOIzriC5HdO9niyhDj4obKTN4MVh8nAlB-NSVxBmqFV9YmerqSH9-FrG6MRzilq199f9pvYYHnHplqE1GbMBkfrXwm1jszM1W8ui_yIcApg
  priority: 102
  providerName: ProQuest
Title Osmotically Enabled Wearable Patch for Sweat Harvesting and Lactate Quantification
URI https://www.ncbi.nlm.nih.gov/pubmed/34945363
https://www.proquest.com/docview/2612813168
https://www.proquest.com/docview/2614226866
https://pubmed.ncbi.nlm.nih.gov/PMC8705979
https://doaj.org/article/769f0d15718a4466b5bd2cfe73fcb4f4
Volume 12
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3NT9VAEJ8gXPRgFL-K-LJGLh4autt2tz0CeU9CCAJK5NbsbmeBBIvR90L8753Zlud7hsQLt6Y7h-l8Tzr7G4AtStrBGI2pKaxLC2XK1NbKpjJI5TUZTGbjtMWR3j8rDs7L84VVXzwT1sMD94LbNroOWStLiqGW_z260rXKBzR58K4IEQmUct5CMxVjMMPoZabHI82pr9_-fiUVIynIfCkDRaD--6rLf4ckF7LO5Bk8HcpFsdOz-RxWsFuHJwsggi_g9HNcxUOyvv4txvEqVCu-kQHzkzimUHspqDIVX24p7AreBcTAGt2FsF0rDq3nalOczGw_NRQV9RLOJuOve_vpsCkh9TqrpqmjtIyG4hYyvL30NVbK5bp0XirbBvRZqwuqHbAkd7ZFCC5UXimUoUbEGvNXsNrddPgGROt5H3qlnQlYtLkjyjzwmjKSXmlsSODjnfQaP8CI8zaL64baCZZ081fSCXyY0_7owTPupdplJcwpGPA6viAzaAYzaP5nBgls3qmwGbzwV8PwaJXk1VwJvJ8fk__wTxHb4c0s0vBl4krrBF73Gp9zwtA9Za6JQ7NkC0usLp90V5cRo5vCILVq9cZDfNtbeKx4koaHaIpNWJ3-nOE7KoWmbgSPqsmnEaztjo-OT0fRB_4AAooK0g
linkProvider Directory of Open Access Journals
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VcgAOiDeBFoyAA4eoiePYyQGhAl22dCmvVvQWbMduK5VsaXdV9U_xG5lxkm0XVdx6i-JRZM3TjsffB_ACi7ZXSrpYCW1iwVUe65LrOPUptxIdJtGh22JTDrfFx518ZwH-9HdhqK2yz4khUddjS__IVwjqqkiJZunN4e-YWKPodLWn0GjdYsOdnuCW7fj1-nu070vOB2tb74ZxxyoQW5kUk9hgCXMKY9wRFHxqS1dwk8nc2JTr2jub1FJgnXU5ur4W3htfWM5d6kvnXOky_O4VuCoyrOR0M33wYfZPJyHwvkS1KKg4nqz82k854Tek2VzdC_QAF61p_23NPFfrBrfgZrdIZautV92GBdfcgRvnoAvvwrfPgQAILXxwytbCBaya_UD90BP7ggl-j-F6mH0_wWTPiIGI4DyaXaabmo20pTUu-zrVba9ScI97sH0pmrwPi824cQ-B1ZZY2AtplHeizgxKZp7I0VB7udI-gle99irbgZcTh8ZBhZsY0nR1pukIns9kD1vIjgul3pIRZhIEsx1ejI92qy5qKyVLn9RpjgVc08G3yU3NrXcq89YILyJY6k1YdbF_XJ15agTPZsMYtXQUoxs3ngYZusJcSBnBg9bis5kQYFCeSZyhmvOFuanOjzT7ewEZHJMvbhDLR_-f1lO4Ntz6NKpG65sbj-E6py4datARS7A4OZq6ZVxmTcyT4NsMfl52MP0FS2o9Bg
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1bT9RAFD7BJTHyYLxCFXWM-uBDs-20nWkfDBHZDQhZV5TIW52ZzgAJdBF2Q_hr_DrP6Q3WEN9422xPmsm5T-fM9wG8x6LtpBTWl7HSfsxl4quMKz90ITcCHSZQ1bTFSGzuxV_3k_0FuGrvwtBYZZsTq0RdTAx9I-8T1FUaEs1S3zVjEeON4drpH58YpOiktaXTqF1k215e4Pbt_NPWBtr6A-fDwc8vm37DMOAbEaRTX2M5sxLj3RIsfGgym3IdiUSbkKvCWRMUIsaaaxMMAxU7p11qOLehy6y1mY3wvfdgUdKuqAeL64PReLf7whMQlF8ga0zUKMqC_slRyAnNIYzmqmBFFnBbh_vvoOaNyjd8BA-blpV9rn3sMSzY8gks3QAyfAq73yo6ILT38SUbVNexCvYLNUS_2BjT_SHD7pj9uMDUz4iPiMA9ygOmyoLtKEMdL_s-U_XkUuUsz2DvTnT5HHrlpLQrwApDnOyp0NLZuIg0SkaOqNJQe4lUzoOPrfZy00CZE6PGcY5bGtJ0fq1pD951sqc1gMetUutkhE6CQLerPyZnB3kTw7kUmQuKMMFyrugYXCe64MZZGTmjYxd7sNqaMG8ywXl-7bcevO0eYwzTwYwq7WRWydCF5lQID5Zri3crIfigJBK4QjnnC3NLnX9SHh1WOOGYinG7mL34_7LewH0MpHxna7T9Eh5wGtmhaZ14FXrTs5l9hT3XVL9unJvB77uOp78XM0KY
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Osmotically+Enabled+Wearable+Patch+for+Sweat+Harvesting+and+Lactate+Quantification&rft.jtitle=Micromachines+%28Basel%29&rft.au=Saha%2C+Tamoghna&rft.au=Fang%2C+Jennifer&rft.au=Mukherjee%2C+Sneha&rft.au=Knisely%2C+Charles+T.&rft.date=2021-12-04&rft.pub=MDPI&rft.eissn=2072-666X&rft.volume=12&rft.issue=12&rft_id=info:doi/10.3390%2Fmi12121513&rft_id=info%3Apmid%2F34945363&rft.externalDocID=PMC8705979
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2072-666X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2072-666X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2072-666X&client=summon