{"id":"https://openalex.org/W4293039311","doi":"https://doi.org/10.1109/memea54994.2022.9856534","title":"Potential physiological stress biomarkers in human sweat","display_name":"Potential physiological stress biomarkers in human sweat","publication_year":2022,"publication_date":"2022-06-22","ids":{"openalex":"https://openalex.org/W4293039311","doi":"https://doi.org/10.1109/memea54994.2022.9856534"},"language":"en","primary_location":{"id":"doi:10.1109/memea54994.2022.9856534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea54994.2022.9856534","pdf_url":null,"source":{"id":"https://openalex.org/S4363605601","display_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11568/1167733","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059978748","display_name":"Federica Gioia","orcid":"https://orcid.org/0000-0001-6313-5162"},"institutions":[{"id":"https://openalex.org/I1300504238","display_name":"Piaggio (Italy)","ror":"https://ror.org/00r254y42","country_code":"IT","type":"company","lineage":["https://openalex.org/I1300504238"]},{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Federica Gioia","raw_affiliation_strings":["Research center &#x201C;E. Piaggio&#x201D; University of Pisa,Pisa,Italy"],"affiliations":[{"raw_affiliation_string":"Research center &#x201C;E. Piaggio&#x201D; University of Pisa,Pisa,Italy","institution_ids":["https://openalex.org/I1300504238","https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048479563","display_name":"Alejandro Luis Callara","orcid":"https://orcid.org/0000-0003-2767-0699"},"institutions":[{"id":"https://openalex.org/I1300504238","display_name":"Piaggio (Italy)","ror":"https://ror.org/00r254y42","country_code":"IT","type":"company","lineage":["https://openalex.org/I1300504238"]},{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alejandro Luis Callara","raw_affiliation_strings":["Research center &#x201C;E. Piaggio&#x201D; University of Pisa,Pisa,Italy"],"affiliations":[{"raw_affiliation_string":"Research center &#x201C;E. Piaggio&#x201D; University of Pisa,Pisa,Italy","institution_ids":["https://openalex.org/I1300504238","https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020081018","display_name":"Tobias Bruderer","orcid":"https://orcid.org/0000-0003-2399-2332"},"institutions":[{"id":"https://openalex.org/I4210119016","display_name":"Industriale Chimica (Italy)","ror":"https://ror.org/02hj1n344","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210119016"]},{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tobias Bruderer","raw_affiliation_strings":["Dip. di Chimica e Chimica Industriale University of Pisa,Pisa,Italy","Dip. di Chimica e Chimica Industriale University of Pisa, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Dip. di Chimica e Chimica Industriale University of Pisa,Pisa,Italy","institution_ids":["https://openalex.org/I4210119016"]},{"raw_affiliation_string":"Dip. di Chimica e Chimica Industriale University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I4210119016","https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022183022","display_name":"Matyas Ripszam","orcid":"https://orcid.org/0000-0003-2619-1469"},"institutions":[{"id":"https://openalex.org/I4210119016","display_name":"Industriale Chimica (Italy)","ror":"https://ror.org/02hj1n344","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210119016"]},{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matyas Ripszam","raw_affiliation_strings":["Dip. di Chimica e Chimica Industriale University of Pisa,Pisa,Italy","Dip. di Chimica e Chimica Industriale University of Pisa, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Dip. di Chimica e Chimica Industriale University of Pisa,Pisa,Italy","institution_ids":["https://openalex.org/I4210119016"]},{"raw_affiliation_string":"Dip. di Chimica e Chimica Industriale University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I4210119016","https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060712239","display_name":"Fabio Di Francesco","orcid":"https://orcid.org/0000-0002-9285-1595"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I4210119016","display_name":"Industriale Chimica (Italy)","ror":"https://ror.org/02hj1n344","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210119016"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Di Francesco","raw_affiliation_strings":["Dip. di Chimica e Chimica Industriale University of Pisa,Pisa,Italy","Dip. di Chimica e Chimica Industriale University of Pisa, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Dip. di Chimica e Chimica Industriale University of Pisa,Pisa,Italy","institution_ids":["https://openalex.org/I4210119016"]},{"raw_affiliation_string":"Dip. di Chimica e Chimica Industriale University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I4210119016","https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007174065","display_name":"Enzo Pasquale Scilingo","orcid":"https://orcid.org/0000-0003-2588-4917"},"institutions":[{"id":"https://openalex.org/I1300504238","display_name":"Piaggio (Italy)","ror":"https://ror.org/00r254y42","country_code":"IT","type":"company","lineage":["https://openalex.org/I1300504238"]},{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enzo Pasquale Scilingo","raw_affiliation_strings":["Research center &#x201C;E. Piaggio&#x201D; University of Pisa,Pisa,Italy"],"affiliations":[{"raw_affiliation_string":"Research center &#x201C;E. Piaggio&#x201D; University of Pisa,Pisa,Italy","institution_ids":["https://openalex.org/I1300504238","https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088619985","display_name":"Alberto Greco","orcid":"https://orcid.org/0000-0002-4822-5562"},"institutions":[{"id":"https://openalex.org/I1300504238","display_name":"Piaggio (Italy)","ror":"https://ror.org/00r254y42","country_code":"IT","type":"company","lineage":["https://openalex.org/I1300504238"]},{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Greco","raw_affiliation_strings":["Research center &#x201C;E. Piaggio&#x201D; University of Pisa,Pisa,Italy"],"affiliations":[{"raw_affiliation_string":"Research center &#x201C;E. Piaggio&#x201D; University of Pisa,Pisa,Italy","institution_ids":["https://openalex.org/I1300504238","https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5059978748"],"corresponding_institution_ids":["https://openalex.org/I108290504","https://openalex.org/I1300504238"],"apc_list":null,"apc_paid":null,"fwci":1.9299,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86491754,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"06"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stroop-effect","display_name":"Stroop effect","score":0.6181977987289429},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.551311194896698},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.49209922552108765},{"id":"https://openalex.org/keywords/heart-rate-variability","display_name":"Heart rate variability","score":0.490982323884964},{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.4484824240207672},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.34142038226127625},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33429649472236633},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.30815589427948},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.26218438148498535},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.24392426013946533},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21742400527000427},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.20182934403419495},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.19059142470359802},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.13550910353660583},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.08950212597846985},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.08765903115272522}],"concepts":[{"id":"https://openalex.org/C162967406","wikidata":"https://www.wikidata.org/wiki/Q384176","display_name":"Stroop effect","level":3,"score":0.6181977987289429},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.551311194896698},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.49209922552108765},{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.490982323884964},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.4484824240207672},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.34142038226127625},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33429649472236633},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.30815589427948},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.26218438148498535},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.24392426013946533},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21742400527000427},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.20182934403419495},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.19059142470359802},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.13550910353660583},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.08950212597846985},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.08765903115272522},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/memea54994.2022.9856534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea54994.2022.9856534","pdf_url":null,"source":{"id":"https://openalex.org/S4363605601","display_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","raw_type":"proceedings-article"},{"id":"pmh:oai:arpi.unipi.it:11568/1167733","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/9856534","pdf_url":"https://hdl.handle.net/11568/1167733","source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arpi.unipi.it:11568/1167733","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/9856534","pdf_url":"https://hdl.handle.net/11568/1167733","source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4293039311.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W182856779","https://openalex.org/W1239497932","https://openalex.org/W1972200139","https://openalex.org/W1998394130","https://openalex.org/W2120357670","https://openalex.org/W2123246983","https://openalex.org/W2135046866","https://openalex.org/W2146558719","https://openalex.org/W2159818714","https://openalex.org/W2162113618","https://openalex.org/W2285072859","https://openalex.org/W2411053132","https://openalex.org/W2514251995","https://openalex.org/W2554556517","https://openalex.org/W2599511646","https://openalex.org/W2608058963","https://openalex.org/W2792140820","https://openalex.org/W2886983335","https://openalex.org/W2917182319","https://openalex.org/W2968984153","https://openalex.org/W2975993241","https://openalex.org/W2982881077","https://openalex.org/W2992796884","https://openalex.org/W3010236843","https://openalex.org/W3016409499","https://openalex.org/W3017363702","https://openalex.org/W3060313783","https://openalex.org/W3126793684","https://openalex.org/W4210383881","https://openalex.org/W6628116150","https://openalex.org/W6714411083","https://openalex.org/W6770706436"],"related_works":["https://openalex.org/W4241390462","https://openalex.org/W1970555053","https://openalex.org/W2053629062","https://openalex.org/W2057396539","https://openalex.org/W3205260276","https://openalex.org/W2412548067","https://openalex.org/W2091287875","https://openalex.org/W2368315872","https://openalex.org/W2061347168","https://openalex.org/W1502020353"],"abstract_inverted_index":{"Emotional":[0],"sweating":[1],"occurs":[2],"in":[3,17],"response":[4,201],"to":[5,62,146,202],"affective":[6],"stimuli":[7],"like":[8],"fear,":[9],"anxiety,":[10],"or":[11],"stress":[12,75,86,111,203],"and":[13,28,68,84,96,142,173],"is":[14],"more":[15,149],"evident":[16],"specific":[18,51],"parts":[19],"of":[20,50,66,109,121,127,153,156,161,164,174,196,209,212],"the":[21,25,63,71,107,115,122,134,138,154,158,162,165,175,197,207],"body":[22],"such":[23,88],"as":[24,46,73,89,118],"palms,":[26],"soles,":[27],"axillae.":[29],"During":[30],"emotional":[31],"sweating,":[32],"humans":[33],"release":[34],"many":[35],"volatile":[36],"organic":[37],"compounds":[38],"(VOCs)":[39],"that":[40,133,189],"could":[41,192],"play":[42],"a":[43,100,119,194],"crucial":[44],"role":[45],"possible":[47,74],"com-municative":[48],"signals":[49,117],"emotions.":[52],"In":[53],"this":[54,78],"preliminary":[55],"study,":[56],"we":[57,80,105],"investigated":[58],"seven":[59],"volatiles":[60],"belonging":[61],"chemical":[64],"class":[65],"acids":[67],"released":[69],"from":[70,114],"armpit":[72],"biomarkers.":[76],"To":[77],"aim,":[79],"processed":[81],"sweat":[82],"VOCs":[83,124],"physiological":[85,116],"correlates":[87],"heart":[90],"rate":[91],"variability":[92,108],"(HRV),":[93],"electrodermal":[94],"activity,":[95],"thermal":[97],"imaging":[98],"during":[99],"Stroop":[101],"color-word":[102],"test.":[103],"Particularly,":[104],"modelled":[106],"well-known":[110],"markers":[112],"extracted":[113],"function":[120],"acid":[123,136,191],"by":[125],"means":[126],"LASSO":[128,130],"regression.":[129],"results":[131,187],"revealed":[132],"dodecanoic":[135,190],"was":[137,144],"only":[139],"selected":[140],"regressor":[141],"it":[143],"able":[145],"significantly":[147],"explain":[148],"than":[150],"64":[151],"%":[152],"variance":[155],"both":[157],"mean":[159,176],"temperature":[160],"tip":[163],"nose":[166],"(p=0.018,":[167],"R":[168,179],"<sup":[169,180],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[170,181],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[171,182],"=0.64)":[172],"HRV":[177],"(p=0.011,":[178],"=0.67).":[183],"Although":[184],"preliminary,":[185],"our":[186],"suggest":[188],"be":[193],"marker":[195],"sympathetic":[198],"nervous":[199],"system":[200],"stimuli,":[204],"opening":[205],"for":[206],"detection":[208],"new":[210],"biomarkers":[211],"stress.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}