Screen-printed wearable skin surface pH sensor for real-time monitoring of the buffering capacity of human skin

This study demonstrated for the first time that skin surface pH can be monitored in real-time, using a screen-printed wearable pH sensor, to evaluate the buffering capacity of the human skin. The screen-printed pH sensor was composed of a polyaniline-based pH-sensitive electrode and a nitrocellulose...

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Published inAnalytical and bioanalytical chemistry Vol. 416; no. 7; pp. 1635 - 1645
Main Authors Chiba, Kentaro, Harada, Yutaro, Matsumoto, Hirotaka, Matsui, Hiroyuki, Ito, Naoya, Sekine, Tomohito, Nagamine, Kuniaki
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.03.2024
Springer
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Abstract This study demonstrated for the first time that skin surface pH can be monitored in real-time, using a screen-printed wearable pH sensor, to evaluate the buffering capacity of the human skin. The screen-printed pH sensor was composed of a polyaniline-based pH-sensitive electrode and a nitrocellulose membrane-based liquid junction type of Ag/AgCl reference electrode. This sensor showed a reliable and reversible potentiometric response to pH with long-term potential stability. Intermittent monitoring of the buffering capacity of skin surface pH demonstrated the reliability of the proposed wearable pH sensor, which was comparable to that of a commercially available flat-tip pH sensor. We found that contact of the wearable pH sensor with the subject’s skin via aqueous electrolyte solutions was necessary for the sensor to continuously monitor the skin surface pH while sustaining the natural buffer capacity of the human skin surface. Graphical abstract
AbstractList This study demonstrated for the first time that skin surface pH can be monitored in real-time, using a screen-printed wearable pH sensor, to evaluate the buffering capacity of the human skin. The screen-printed pH sensor was composed of a polyaniline-based pH-sensitive electrode and a nitrocellulose membrane-based liquid junction type of Ag/AgCl reference electrode. This sensor showed a reliable and reversible potentiometric response to pH with long-term potential stability. Intermittent monitoring of the buffering capacity of skin surface pH demonstrated the reliability of the proposed wearable pH sensor, which was comparable to that of a commercially available flat-tip pH sensor. We found that contact of the wearable pH sensor with the subject's skin via aqueous electrolyte solutions was necessary for the sensor to continuously monitor the skin surface pH while sustaining the natural buffer capacity of the human skin surface.
This study demonstrated for the first time that skin surface pH can be monitored in real-time, using a screen-printed wearable pH sensor, to evaluate the buffering capacity of the human skin. The screen-printed pH sensor was composed of a polyaniline-based pH-sensitive electrode and a nitrocellulose membrane-based liquid junction type of Ag/AgCl reference electrode. This sensor showed a reliable and reversible potentiometric response to pH with long-term potential stability. Intermittent monitoring of the buffering capacity of skin surface pH demonstrated the reliability of the proposed wearable pH sensor, which was comparable to that of a commercially available flat-tip pH sensor. We found that contact of the wearable pH sensor with the subject's skin via aqueous electrolyte solutions was necessary for the sensor to continuously monitor the skin surface pH while sustaining the natural buffer capacity of the human skin surface.This study demonstrated for the first time that skin surface pH can be monitored in real-time, using a screen-printed wearable pH sensor, to evaluate the buffering capacity of the human skin. The screen-printed pH sensor was composed of a polyaniline-based pH-sensitive electrode and a nitrocellulose membrane-based liquid junction type of Ag/AgCl reference electrode. This sensor showed a reliable and reversible potentiometric response to pH with long-term potential stability. Intermittent monitoring of the buffering capacity of skin surface pH demonstrated the reliability of the proposed wearable pH sensor, which was comparable to that of a commercially available flat-tip pH sensor. We found that contact of the wearable pH sensor with the subject's skin via aqueous electrolyte solutions was necessary for the sensor to continuously monitor the skin surface pH while sustaining the natural buffer capacity of the human skin surface.
This study demonstrated for the first time that skin surface pH can be monitored in real-time, using a screen-printed wearable pH sensor, to evaluate the buffering capacity of the human skin. The screen-printed pH sensor was composed of a polyaniline-based pH-sensitive electrode and a nitrocellulose membrane-based liquid junction type of Ag/AgCl reference electrode. This sensor showed a reliable and reversible potentiometric response to pH with long-term potential stability. Intermittent monitoring of the buffering capacity of skin surface pH demonstrated the reliability of the proposed wearable pH sensor, which was comparable to that of a commercially available flat-tip pH sensor. We found that contact of the wearable pH sensor with the subject’s skin via aqueous electrolyte solutions was necessary for the sensor to continuously monitor the skin surface pH while sustaining the natural buffer capacity of the human skin surface. Graphical abstract
This study demonstrated for the first time that skin surface pH can be monitored in real-time, using a screen-printed wearable pH sensor, to evaluate the buffering capacity of the human skin. The screen-printed pH sensor was composed of a polyaniline-based pH-sensitive electrode and a nitrocellulose membrane-based liquid junction type of Ag/AgCl reference electrode. This sensor showed a reliable and reversible potentiometric response to pH with long-term potential stability. Intermittent monitoring of the buffering capacity of skin surface pH demonstrated the reliability of the proposed wearable pH sensor, which was comparable to that of a commercially available flat-tip pH sensor. We found that contact of the wearable pH sensor with the subject's skin via aqueous electrolyte solutions was necessary for the sensor to continuously monitor the skin surface pH while sustaining the natural buffer capacity of the human skin surface. Graphical abstract
Audience Academic
Author Ito, Naoya
Harada, Yutaro
Sekine, Tomohito
Nagamine, Kuniaki
Chiba, Kentaro
Matsui, Hiroyuki
Matsumoto, Hirotaka
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/38294529$$D View this record in MEDLINE/PubMed
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crossref_primary_10_29296_25879979_2024_06_01
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Printed electronics
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PublicationTitleAlternate Anal Bioanal Chem
PublicationYear 2024
Publisher Springer Berlin Heidelberg
Springer
Springer Nature B.V
Publisher_xml – name: Springer Berlin Heidelberg
– name: Springer
– name: Springer Nature B.V
References BerardescaEFarageMMaibachHSensitive skin: an overviewInt J Cosmet Sci201335281:STN:280:DC%2BC38bhvFegsg%3D%3D10.1111/j.1468-2494.2012.00754.x22928591
Abd-ElwahedAHolzeRIon size and size memory effects with electropolymerized polyanilineSynth Met200213161701:CAS:528:DC%2BD38Xoslaiur4%3D10.1016/S0379-6779(02)00153-4
TakahashiHTsujiHMinami-horiMMiyauchiYIizukaHDefective barrier function accompanied by structural changes of psoriatic stratum corneumJ Dermatol20144114414810.1111/1346-8138.1239324471458
MauroTGraysonSGaoWNManMQKriehuberEBehneMFeingoldKREliasPMBarrier recovery is impeded at neutral pH, independent of ionic effects: implications for extracellular lipid processingArch Dermatol Res19982902152221:CAS:528:DyaK1cXjslOls7s%3D10.1007/s0040300503269617442
ShahAAHolzeRSpectroelectrochemistry of two-layered composites of polyaniline and poly (o-aminophenol)Electrochim Acta200853464246531:CAS:528:DC%2BD1cXjvFOitbw%3D10.1016/j.electacta.2008.01.076
ProkschEBrandnerJMJensenJMThe skin: an indispensable barrierExp Dermatol2008171063107210.1111/j.1600-0625.2008.00786.x19043850
RahimiROchoaMParupudiTZhaoXYazdiIKDokmaciMRTamayolAKhademhosseiniAZiaieBA low-cost flexible pH sensor array for wound assessmentSens Actuators B20162296096171:CAS:528:DC%2BC28Xis1Ghs74%3D10.1016/j.snb.2015.12.082
ChoiMYLeeMKimJHKimSChoiJSoJHKooHJA fully textile-based pH sensorJ Indust Text202251441S457S1:CAS:528:DC%2BB38Xit1aitL%2FL10.1177/15280837211073361
Nagashima T, Komeda T, Koyama H, Yamamoto S, Yajima T. Development of a flat dry-pH-sensor for skin surface pH measurement. 2012 International Conference on Life Science and Engineering. 2012; 45: 49–53. https://doi.org/10.7763/IPCBEE.2012.V45.10
TurnerNGCullanderCGuyRHDetermination of the pH gradient across the stratum corneumJ Investig Dermatol Symp Proc199831101131:STN:280:DyaK1cvgtlyqsA%3D%3D10.1038/jidsymp.1998.239734823
ParkHJYoonJHLeeKGChoiBGPotentiometric performance of flexible pH sensor based on polyaniline nanofiber arraysNano Converg20196910.1186/s40580-019-0179-0308803666421353
AgachePHumbertPMeasuring the skin—non-invasive investigations, physiology, normal constants20041BerlinSpringer- Verlag
CabanillasBNovakNAtopic dermatitis and filaggrinCurr Opin Immunol201642181:CAS:528:DC%2BC28XnvVaktLk%3D10.1016/j.coi.2016.05.00227206013
FinneganMDuffyEMorrinAThe determination of skin surface pH via the skin volatile emission using wearable colorimetric sensorsSens Bio-Sens Res20223510.1016/j.sbsr.2022.100473
ShitandaIMuramatsuNKimuraRTakahashiNWatanabeKMatsuiHLoewNMotosukeMMukaimotoTKobayashiMMitsuharaTSugitaYMatsuoKYanagitaSSuzukiTWatanabeHItagakiMWearable ion sensors for the detection of sweat ions fabricated by heat-transfer printingACS Sens20238288928951:CAS:528:DC%2BB3sXht1ahs77O10.1021/acssensors.3c010273731882710391709
IchimuraYKuritsuboTNagamineKNomuraAShitandaITokitoSA fully screen-printed potentiometric chloride ion sensor employing a hydrogel-based touchpad for simple and non-invasive daily electrolyte analysisAnal Bioanal Chem2021413188318911:CAS:528:DC%2BB3MXhvFyqu7Y%3D10.1007/s00216-021-03156-333479820
MinJTuJXuCLukasHShinSYangYSolomonSAMukasaDGaoWSkin-interfaced wearable sweat sensors for precision medicineChem Rev2023123504951381:CAS:528:DC%2BB3sXmtVShtrk%3D10.1021/acs.chemrev.2c008233697150410406569
YoonJHHongSBYunSOLeeSJLeeTJLeeKGChoiBGHigh performance flexible pH sensor based on polyaniline nanopillar array electrodeJ Colloid Interface Sci201749053581:CAS:528:DC%2BC28XhvV2hsbbJ10.1016/j.jcis.2016.11.03327870959
Schmid-WendtnerMHKortingHCThe pH of the skin surface and its impact on the barrier functionSkin Pharmacol Physiol20061929630210.1159/00009467016864974
LevinJMaibachHHuman skin buffering capacity: an overviewSkin Res Technol20081412112610.1111/j.1600-0846.2007.00271.x18412552
Schmid-Wendtner MH, Korting HC. The pH of the skin surface and its impact on the barrier function, Skin Pharmacol Physiol. 2006;19:296–302. https://doi.org/10.1159/000094670.
HashizumeHSkin aging and dry skinJ Dermatol20043160360910.1111/j.1346-8138.2004.tb00565.x15492432
LambersHPiessensSBloemAPronkHFinkelPNatural skin surface pH is on average below 5, which is beneficial for its resident floraInt J Cosmet Sci2006283593701:STN:280:DC%2BD1czis1OjsA%3D%3D10.1111/j.1467-2494.2006.00344.x18489300
ShitandaIOzoneYMorishitaYMatsuiHLoewNMotosukeMMukaimotoTKobayashiMMitsuharaTSugitaYMatsuoKYanagitaSSuzukiTMikawaTWatanabeHItagakiMAir-bubble-insensitive microfluidic lactate biosensor for continuous monitoring of lactate in sweatACS Sens20238236823741:CAS:528:DC%2BB3sXhtVertLzM10.1021/acssensors.3c004903721627010294251
HachemJPManMQCrumrineDUchidaYBrownBERogiersVRoseeuwDFeingoldKREliasPMSustained serine proteases activity by prolonged increase in pH leads to degradation of lipid processing enzymes and profound alterations of barrier function and stratum corneum integrityJ Invest Dermatol20051255105201:CAS:528:DC%2BD2MXhtVersbnK10.1111/j.0022-202X.2005.23838.x16117792
ShitandaIKomodaMHoshiYItagakiMAn instantly usable paper-based screen-printed solid-state KCl/Ag/AgCl reference electrode with long-term stabilityAnalyst2015140648164841:CAS:528:DC%2BC2MXhtlSlt7%2FK10.1039/C5AN00617A26301271
BakerLBPhysiology of sweat gland function: the roles of sweating and sweat composition in human healthTemperature20196321125910.1080/23328940.2019.1632145
MatousekJLCampbellKLA comparative review of cutaneous pHVet Dermatol20021329330010.1046/j.1365-3164.2002.00312.x12464061
ÖhmanHVahlquistAThe pH gradient over the stratum corneum differs in X-linked recessive and autosomal dominant ichthyosis: a clue to the molecular origin of the “acid skin mantle”?J Invest Dermatol199811167467710.1046/j.1523-1747.1998.00356.x9764852
Zahi H, Maibach H. Occlusion vs. skin barrier function. Skin Res Technol 2002;8:1–6. https://doi.org/10.1046/j.0909-752x.2001.10311.x.
YoonSYoonHZahedMAParkCKimDParkJYMultifunctional hybrid skin patch for wearable smart healthcare applicationsBiosens Bioelectron20221961:CAS:528:DC%2BB3MXit1erurnN10.1016/j.bios.2021.11368534655969
YosipovitchGXiongGLHausESackett-LundeenLAshkenaziIMaibachHITime-dependent variations of the skin barrier function in humans: transepidermal water loss, stratum corneum hydration, skin surface pH, and skin temperatureJ Invest Dermatol199811020231:STN:280:DyaK1c%2FosVKqtQ%3D%3D10.1046/j.1523-1747.1998.00069.x9424081
ParraJLPayeMEEMCO guidance for the in vivo assessment of skin surface pHSkin Pharmacol Appl Skin Physiol2003161882021:STN:280:DC%2BD3s7mtVCntg%3D%3D10.1159/00006975612677099
ProkschEpH in nature, humans and skinJ Dermatol201845104410521:CAS:528:DC%2BC1cXhs1GmurrI10.1111/1346-8138.1448929863755
Guinovart T, Valdés-Ramírez G, Windmiller JR, Andrade FJ, Wang J. Bandage-based wearable potentiometric sensor for monitoring wound pH. Electroanalysis. 2014;26:1345–53. https://doi.org/10.1002/elan.201300558.
Behne MJ, Meyer JW, Hanson KM, Barry NP, Murata S, Crumrine D, Clegg RW, Gratton E, Holleran WM, Elias PM, Mauro TM. NHE1 regulates the stratum corneum permeability barrier homeostasis: microenvironment acidification assessed with fluorescent lifetime imaging. J Biol Chem 2002; 277:47399–406. https://doi.org/10.1074/jbc.M204759200.
AliSMYosipovitchGSkin pH: from basic science to basic skin careActa Derm Venereol20139326126710.2340/00015555-153123322028
BoerMDuchnikEMaleszkaRMarchlewiczMStructural and biophysical characteristics of human skin in maintaining proper epidermal barrier functionAdv Dermatol Allergol2016331510.5114/pdia.2015.48037
FluhrJWKaoJAhnSKFeingoldKREliasPMJainMGeneration of free fatty acids from phospholipids regulates stratum corneum acidification and integrityJ Invest Dermatol200111744511:CAS:528:DC%2BD3MXlsFagt78%3D10.1046/j.0022-202x.2001.01399.x11442748
HachemJPCrumrineDFluhrJBrownBEFeingoldKREliasPMpH directly regulates epidermal permeability barrier homeostasis, and stratum corneum integrity / cohesionJ Invest Dermatol20031213453531:CAS:528:DC%2BD3sXmsVansL4%3D10.1046/j.1523-1747.2003.12365.x12880427
MazzaraFPatellaBD’AgostinoCBrunoMGCarboneSLoprestiFAielloGTorinoCVilasiAO’RiordanAInguantaRPANI-based wearable electrochemical sensor for pH sweat monitoringChemosensors202191691:CAS:528:DC%2BB3MXitFCmtb3P10.3390/chemosensors9070169
JP Hachem (5165_CR16) 2005; 125
S Yoon (5165_CR30) 2022; 196
R Rahimi (5165_CR37) 2016; 229
M Finnegan (5165_CR21) 2022; 35
H Hashizume (5165_CR4) 2004; 31
LB Baker (5165_CR41) 2019; 6
A Abd-Elwahed (5165_CR27) 2002; 131
I Shitanda (5165_CR22) 2015; 140
M Boer (5165_CR11) 2016; 33
5165_CR35
MY Choi (5165_CR39) 2022; 51
5165_CR15
E Proksch (5165_CR31) 2018; 45
Y Ichimura (5165_CR28) 2021; 413
H Takahashi (5165_CR3) 2014; 41
JL Parra (5165_CR8) 2003; 16
E Proksch (5165_CR7) 2008; 17
I Shitanda (5165_CR24) 2023; 8
F Mazzara (5165_CR38) 2021; 9
SM Ali (5165_CR33) 2013; 93
HJ Park (5165_CR36) 2019; 6
J Min (5165_CR19) 2023; 123
T Mauro (5165_CR17) 1998; 290
5165_CR40
5165_CR20
I Shitanda (5165_CR25) 2023; 8
E Berardesca (5165_CR5) 2013; 35
5165_CR23
G Yosipovitch (5165_CR6) 1998; 110
JL Matousek (5165_CR12) 2002; 13
JW Fluhr (5165_CR14) 2001; 117
B Cabanillas (5165_CR2) 2016; 42
NG Turner (5165_CR34) 1998; 3
H Öhman (5165_CR13) 1998; 111
MH Schmid-Wendtner (5165_CR10) 2006; 19
JH Yoon (5165_CR29) 2017; 490
P Agache (5165_CR1) 2004
H Lambers (5165_CR9) 2006; 28
J Levin (5165_CR32) 2008; 14
AA Shah (5165_CR26) 2008; 53
JP Hachem (5165_CR18) 2003; 121
References_xml – reference: AliSMYosipovitchGSkin pH: from basic science to basic skin careActa Derm Venereol20139326126710.2340/00015555-153123322028
– reference: BakerLBPhysiology of sweat gland function: the roles of sweating and sweat composition in human healthTemperature20196321125910.1080/23328940.2019.1632145
– reference: AgachePHumbertPMeasuring the skin—non-invasive investigations, physiology, normal constants20041BerlinSpringer- Verlag
– reference: ÖhmanHVahlquistAThe pH gradient over the stratum corneum differs in X-linked recessive and autosomal dominant ichthyosis: a clue to the molecular origin of the “acid skin mantle”?J Invest Dermatol199811167467710.1046/j.1523-1747.1998.00356.x9764852
– reference: YoonJHHongSBYunSOLeeSJLeeTJLeeKGChoiBGHigh performance flexible pH sensor based on polyaniline nanopillar array electrodeJ Colloid Interface Sci201749053581:CAS:528:DC%2BC28XhvV2hsbbJ10.1016/j.jcis.2016.11.03327870959
– reference: Schmid-Wendtner MH, Korting HC. The pH of the skin surface and its impact on the barrier function, Skin Pharmacol Physiol. 2006;19:296–302. https://doi.org/10.1159/000094670.
– reference: MinJTuJXuCLukasHShinSYangYSolomonSAMukasaDGaoWSkin-interfaced wearable sweat sensors for precision medicineChem Rev2023123504951381:CAS:528:DC%2BB3sXmtVShtrk%3D10.1021/acs.chemrev.2c008233697150410406569
– reference: YoonSYoonHZahedMAParkCKimDParkJYMultifunctional hybrid skin patch for wearable smart healthcare applicationsBiosens Bioelectron20221961:CAS:528:DC%2BB3MXit1erurnN10.1016/j.bios.2021.11368534655969
– reference: MazzaraFPatellaBD’AgostinoCBrunoMGCarboneSLoprestiFAielloGTorinoCVilasiAO’RiordanAInguantaRPANI-based wearable electrochemical sensor for pH sweat monitoringChemosensors202191691:CAS:528:DC%2BB3MXitFCmtb3P10.3390/chemosensors9070169
– reference: HachemJPManMQCrumrineDUchidaYBrownBERogiersVRoseeuwDFeingoldKREliasPMSustained serine proteases activity by prolonged increase in pH leads to degradation of lipid processing enzymes and profound alterations of barrier function and stratum corneum integrityJ Invest Dermatol20051255105201:CAS:528:DC%2BD2MXhtVersbnK10.1111/j.0022-202X.2005.23838.x16117792
– reference: ShitandaIOzoneYMorishitaYMatsuiHLoewNMotosukeMMukaimotoTKobayashiMMitsuharaTSugitaYMatsuoKYanagitaSSuzukiTMikawaTWatanabeHItagakiMAir-bubble-insensitive microfluidic lactate biosensor for continuous monitoring of lactate in sweatACS Sens20238236823741:CAS:528:DC%2BB3sXhtVertLzM10.1021/acssensors.3c004903721627010294251
– reference: FinneganMDuffyEMorrinAThe determination of skin surface pH via the skin volatile emission using wearable colorimetric sensorsSens Bio-Sens Res20223510.1016/j.sbsr.2022.100473
– reference: ParraJLPayeMEEMCO guidance for the in vivo assessment of skin surface pHSkin Pharmacol Appl Skin Physiol2003161882021:STN:280:DC%2BD3s7mtVCntg%3D%3D10.1159/00006975612677099
– reference: LevinJMaibachHHuman skin buffering capacity: an overviewSkin Res Technol20081412112610.1111/j.1600-0846.2007.00271.x18412552
– reference: RahimiROchoaMParupudiTZhaoXYazdiIKDokmaciMRTamayolAKhademhosseiniAZiaieBA low-cost flexible pH sensor array for wound assessmentSens Actuators B20162296096171:CAS:528:DC%2BC28Xis1Ghs74%3D10.1016/j.snb.2015.12.082
– reference: CabanillasBNovakNAtopic dermatitis and filaggrinCurr Opin Immunol201642181:CAS:528:DC%2BC28XnvVaktLk%3D10.1016/j.coi.2016.05.00227206013
– reference: YosipovitchGXiongGLHausESackett-LundeenLAshkenaziIMaibachHITime-dependent variations of the skin barrier function in humans: transepidermal water loss, stratum corneum hydration, skin surface pH, and skin temperatureJ Invest Dermatol199811020231:STN:280:DyaK1c%2FosVKqtQ%3D%3D10.1046/j.1523-1747.1998.00069.x9424081
– reference: Behne MJ, Meyer JW, Hanson KM, Barry NP, Murata S, Crumrine D, Clegg RW, Gratton E, Holleran WM, Elias PM, Mauro TM. NHE1 regulates the stratum corneum permeability barrier homeostasis: microenvironment acidification assessed with fluorescent lifetime imaging. J Biol Chem 2002; 277:47399–406. https://doi.org/10.1074/jbc.M204759200.
– reference: TakahashiHTsujiHMinami-horiMMiyauchiYIizukaHDefective barrier function accompanied by structural changes of psoriatic stratum corneumJ Dermatol20144114414810.1111/1346-8138.1239324471458
– reference: MatousekJLCampbellKLA comparative review of cutaneous pHVet Dermatol20021329330010.1046/j.1365-3164.2002.00312.x12464061
– reference: ProkschEBrandnerJMJensenJMThe skin: an indispensable barrierExp Dermatol2008171063107210.1111/j.1600-0625.2008.00786.x19043850
– reference: Guinovart T, Valdés-Ramírez G, Windmiller JR, Andrade FJ, Wang J. Bandage-based wearable potentiometric sensor for monitoring wound pH. Electroanalysis. 2014;26:1345–53. https://doi.org/10.1002/elan.201300558.
– reference: ProkschEpH in nature, humans and skinJ Dermatol201845104410521:CAS:528:DC%2BC1cXhs1GmurrI10.1111/1346-8138.1448929863755
– reference: MauroTGraysonSGaoWNManMQKriehuberEBehneMFeingoldKREliasPMBarrier recovery is impeded at neutral pH, independent of ionic effects: implications for extracellular lipid processingArch Dermatol Res19982902152221:CAS:528:DyaK1cXjslOls7s%3D10.1007/s0040300503269617442
– reference: ShitandaIKomodaMHoshiYItagakiMAn instantly usable paper-based screen-printed solid-state KCl/Ag/AgCl reference electrode with long-term stabilityAnalyst2015140648164841:CAS:528:DC%2BC2MXhtlSlt7%2FK10.1039/C5AN00617A26301271
– reference: TurnerNGCullanderCGuyRHDetermination of the pH gradient across the stratum corneumJ Investig Dermatol Symp Proc199831101131:STN:280:DyaK1cvgtlyqsA%3D%3D10.1038/jidsymp.1998.239734823
– reference: ShitandaIMuramatsuNKimuraRTakahashiNWatanabeKMatsuiHLoewNMotosukeMMukaimotoTKobayashiMMitsuharaTSugitaYMatsuoKYanagitaSSuzukiTWatanabeHItagakiMWearable ion sensors for the detection of sweat ions fabricated by heat-transfer printingACS Sens20238288928951:CAS:528:DC%2BB3sXht1ahs77O10.1021/acssensors.3c010273731882710391709
– reference: FluhrJWKaoJAhnSKFeingoldKREliasPMJainMGeneration of free fatty acids from phospholipids regulates stratum corneum acidification and integrityJ Invest Dermatol200111744511:CAS:528:DC%2BD3MXlsFagt78%3D10.1046/j.0022-202x.2001.01399.x11442748
– reference: Nagashima T, Komeda T, Koyama H, Yamamoto S, Yajima T. Development of a flat dry-pH-sensor for skin surface pH measurement. 2012 International Conference on Life Science and Engineering. 2012; 45: 49–53. https://doi.org/10.7763/IPCBEE.2012.V45.10
– reference: LambersHPiessensSBloemAPronkHFinkelPNatural skin surface pH is on average below 5, which is beneficial for its resident floraInt J Cosmet Sci2006283593701:STN:280:DC%2BD1czis1OjsA%3D%3D10.1111/j.1467-2494.2006.00344.x18489300
– reference: ShahAAHolzeRSpectroelectrochemistry of two-layered composites of polyaniline and poly (o-aminophenol)Electrochim Acta200853464246531:CAS:528:DC%2BD1cXjvFOitbw%3D10.1016/j.electacta.2008.01.076
– reference: Zahi H, Maibach H. Occlusion vs. skin barrier function. Skin Res Technol 2002;8:1–6. https://doi.org/10.1046/j.0909-752x.2001.10311.x.
– reference: ParkHJYoonJHLeeKGChoiBGPotentiometric performance of flexible pH sensor based on polyaniline nanofiber arraysNano Converg20196910.1186/s40580-019-0179-0308803666421353
– reference: BerardescaEFarageMMaibachHSensitive skin: an overviewInt J Cosmet Sci201335281:STN:280:DC%2BC38bhvFegsg%3D%3D10.1111/j.1468-2494.2012.00754.x22928591
– reference: IchimuraYKuritsuboTNagamineKNomuraAShitandaITokitoSA fully screen-printed potentiometric chloride ion sensor employing a hydrogel-based touchpad for simple and non-invasive daily electrolyte analysisAnal Bioanal Chem2021413188318911:CAS:528:DC%2BB3MXhvFyqu7Y%3D10.1007/s00216-021-03156-333479820
– reference: ChoiMYLeeMKimJHKimSChoiJSoJHKooHJA fully textile-based pH sensorJ Indust Text202251441S457S1:CAS:528:DC%2BB38Xit1aitL%2FL10.1177/15280837211073361
– reference: Schmid-WendtnerMHKortingHCThe pH of the skin surface and its impact on the barrier functionSkin Pharmacol Physiol20061929630210.1159/00009467016864974
– reference: BoerMDuchnikEMaleszkaRMarchlewiczMStructural and biophysical characteristics of human skin in maintaining proper epidermal barrier functionAdv Dermatol Allergol2016331510.5114/pdia.2015.48037
– reference: HashizumeHSkin aging and dry skinJ Dermatol20043160360910.1111/j.1346-8138.2004.tb00565.x15492432
– reference: Abd-ElwahedAHolzeRIon size and size memory effects with electropolymerized polyanilineSynth Met200213161701:CAS:528:DC%2BD38Xoslaiur4%3D10.1016/S0379-6779(02)00153-4
– reference: HachemJPCrumrineDFluhrJBrownBEFeingoldKREliasPMpH directly regulates epidermal permeability barrier homeostasis, and stratum corneum integrity / cohesionJ Invest Dermatol20031213453531:CAS:528:DC%2BD3sXmsVansL4%3D10.1046/j.1523-1747.2003.12365.x12880427
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Snippet This study demonstrated for the first time that skin surface pH can be monitored in real-time, using a screen-printed wearable pH sensor, to evaluate the...
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SubjectTerms Analytical Chemistry
Aqueous electrolytes
Aqueous solutions
Biochemistry
buffering capacity
Buffers
Carbon
Cellulose esters
Cellulose nitrate
Characterization and Evaluation of Materials
Chemistry
Chemistry and Materials Science
Dermatitis
Electric potential
Electrodes
Electrolytes
Food Science
Hydrogen-ion concentration
Laboratory Medicine
liquids
Measurement
Methods
Monitoring
Monitoring/Environmental Analysis
Patient monitoring
pH effects
pH sensors
Physiological aspects
Polyanilines
Real time
Research Paper
Screen printing
Sensors
Silver chloride
Skin
skin (animal)
Wearable technology
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Title Screen-printed wearable skin surface pH sensor for real-time monitoring of the buffering capacity of human skin
URI https://link.springer.com/article/10.1007/s00216-024-05165-4
https://www.ncbi.nlm.nih.gov/pubmed/38294529
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Volume 416
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