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Encoding fear intensity in human sweat

Humans, like other animals, have an excellent sense of smell that can serve social communication. Although ample research has shown that body odours can convey transient emotions like fear, these studies have exclusively treated emotions as categorical, neglecting the question whether emotion quanti...

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Detalles Bibliográficos
Autores principales: de Groot, Jasper H. B., Kirk, Peter A., Gottfried, Jay A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7209933/
https://www.ncbi.nlm.nih.gov/pubmed/32306883
http://dx.doi.org/10.1098/rstb.2019.0271
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author de Groot, Jasper H. B.
Kirk, Peter A.
Gottfried, Jay A.
author_facet de Groot, Jasper H. B.
Kirk, Peter A.
Gottfried, Jay A.
author_sort de Groot, Jasper H. B.
collection PubMed
description Humans, like other animals, have an excellent sense of smell that can serve social communication. Although ample research has shown that body odours can convey transient emotions like fear, these studies have exclusively treated emotions as categorical, neglecting the question whether emotion quantity can be expressed chemically. Using a unique combination of methods and techniques, we explored a dose–response function: Can experienced fear intensity be encoded in fear sweat? Specifically, fear experience was quantified using multivariate pattern classification (combining physiological data and subjective feelings with partial least-squares-discriminant analysis), whereas a photo-ionization detector quantified volatile molecules in sweat. Thirty-six male participants donated sweat while watching scary film clips and control (calming) film clips. Both traditional univariate and novel multivariate analysis (100% classification accuracy; Q(2): 0.76; R(2): 0.79) underlined effective fear induction. Using their regression-weighted scores, participants were assigned significantly above chance (83% > 33%) to fear intensity categories (low–medium–high). Notably, the high fear group (n = 12) produced higher doses of armpit sweat, and greater doses of fear sweat emitted more volatile molecules (n = 3). This study brings new evidence to show that fear intensity is encoded in sweat (dose–response function), opening a field that examines intensity coding and decoding of other chemically communicable states/traits. This article is part of the Theo Murphy meeting issue ‘Olfactory communication in humans’.
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spelling pubmed-72099332020-05-14 Encoding fear intensity in human sweat de Groot, Jasper H. B. Kirk, Peter A. Gottfried, Jay A. Philos Trans R Soc Lond B Biol Sci Articles Humans, like other animals, have an excellent sense of smell that can serve social communication. Although ample research has shown that body odours can convey transient emotions like fear, these studies have exclusively treated emotions as categorical, neglecting the question whether emotion quantity can be expressed chemically. Using a unique combination of methods and techniques, we explored a dose–response function: Can experienced fear intensity be encoded in fear sweat? Specifically, fear experience was quantified using multivariate pattern classification (combining physiological data and subjective feelings with partial least-squares-discriminant analysis), whereas a photo-ionization detector quantified volatile molecules in sweat. Thirty-six male participants donated sweat while watching scary film clips and control (calming) film clips. Both traditional univariate and novel multivariate analysis (100% classification accuracy; Q(2): 0.76; R(2): 0.79) underlined effective fear induction. Using their regression-weighted scores, participants were assigned significantly above chance (83% > 33%) to fear intensity categories (low–medium–high). Notably, the high fear group (n = 12) produced higher doses of armpit sweat, and greater doses of fear sweat emitted more volatile molecules (n = 3). This study brings new evidence to show that fear intensity is encoded in sweat (dose–response function), opening a field that examines intensity coding and decoding of other chemically communicable states/traits. This article is part of the Theo Murphy meeting issue ‘Olfactory communication in humans’. The Royal Society 2020-06-08 2020-04-20 /pmc/articles/PMC7209933/ /pubmed/32306883 http://dx.doi.org/10.1098/rstb.2019.0271 Text en © 2020 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Articles
de Groot, Jasper H. B.
Kirk, Peter A.
Gottfried, Jay A.
Encoding fear intensity in human sweat
title Encoding fear intensity in human sweat
title_full Encoding fear intensity in human sweat
title_fullStr Encoding fear intensity in human sweat
title_full_unstemmed Encoding fear intensity in human sweat
title_short Encoding fear intensity in human sweat
title_sort encoding fear intensity in human sweat
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7209933/
https://www.ncbi.nlm.nih.gov/pubmed/32306883
http://dx.doi.org/10.1098/rstb.2019.0271
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