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Distributed affective space represents multiple emotion categories across the human brain

The functional organization of human emotion systems as well as their neuroanatomical basis and segregation in the brain remains unresolved. Here, we used pattern classification and hierarchical clustering to characterize the organization of a wide array of emotion categories in the human brain. We...

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Autores principales: Saarimäki, Heini, Ejtehadian, Lara Farzaneh, Glerean, Enrico, Jääskeläinen, Iiro P, Vuilleumier, Patrik, Sams, Mikko, Nummenmaa, Lauri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6007366/
https://www.ncbi.nlm.nih.gov/pubmed/29618125
http://dx.doi.org/10.1093/scan/nsy018
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author Saarimäki, Heini
Ejtehadian, Lara Farzaneh
Glerean, Enrico
Jääskeläinen, Iiro P
Vuilleumier, Patrik
Sams, Mikko
Nummenmaa, Lauri
author_facet Saarimäki, Heini
Ejtehadian, Lara Farzaneh
Glerean, Enrico
Jääskeläinen, Iiro P
Vuilleumier, Patrik
Sams, Mikko
Nummenmaa, Lauri
author_sort Saarimäki, Heini
collection PubMed
description The functional organization of human emotion systems as well as their neuroanatomical basis and segregation in the brain remains unresolved. Here, we used pattern classification and hierarchical clustering to characterize the organization of a wide array of emotion categories in the human brain. We induced 14 emotions (6 ‘basic’, e.g. fear and anger; and 8 ‘non-basic’, e.g. shame and gratitude) and a neutral state using guided mental imagery while participants' brain activity was measured with functional magnetic resonance imaging (fMRI). Twelve out of 14 emotions could be reliably classified from the haemodynamic signals. All emotions engaged a multitude of brain areas, primarily in midline cortices including anterior and posterior cingulate gyri and precuneus, in subcortical regions, and in motor regions including cerebellum and premotor cortex. Similarity of subjective emotional experiences was associated with similarity of the corresponding neural activation patterns. We conclude that different basic and non-basic emotions have distinguishable neural bases characterized by specific, distributed activation patterns in widespread cortical and subcortical circuits. Regionally differentiated engagement of these circuits defines the unique neural activity pattern and the corresponding subjective feeling associated with each emotion.
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spelling pubmed-60073662018-06-25 Distributed affective space represents multiple emotion categories across the human brain Saarimäki, Heini Ejtehadian, Lara Farzaneh Glerean, Enrico Jääskeläinen, Iiro P Vuilleumier, Patrik Sams, Mikko Nummenmaa, Lauri Soc Cogn Affect Neurosci Original Articles The functional organization of human emotion systems as well as their neuroanatomical basis and segregation in the brain remains unresolved. Here, we used pattern classification and hierarchical clustering to characterize the organization of a wide array of emotion categories in the human brain. We induced 14 emotions (6 ‘basic’, e.g. fear and anger; and 8 ‘non-basic’, e.g. shame and gratitude) and a neutral state using guided mental imagery while participants' brain activity was measured with functional magnetic resonance imaging (fMRI). Twelve out of 14 emotions could be reliably classified from the haemodynamic signals. All emotions engaged a multitude of brain areas, primarily in midline cortices including anterior and posterior cingulate gyri and precuneus, in subcortical regions, and in motor regions including cerebellum and premotor cortex. Similarity of subjective emotional experiences was associated with similarity of the corresponding neural activation patterns. We conclude that different basic and non-basic emotions have distinguishable neural bases characterized by specific, distributed activation patterns in widespread cortical and subcortical circuits. Regionally differentiated engagement of these circuits defines the unique neural activity pattern and the corresponding subjective feeling associated with each emotion. Oxford University Press 2018-05-16 /pmc/articles/PMC6007366/ /pubmed/29618125 http://dx.doi.org/10.1093/scan/nsy018 Text en © The Author(s) (2018). Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Original Articles
Saarimäki, Heini
Ejtehadian, Lara Farzaneh
Glerean, Enrico
Jääskeläinen, Iiro P
Vuilleumier, Patrik
Sams, Mikko
Nummenmaa, Lauri
Distributed affective space represents multiple emotion categories across the human brain
title Distributed affective space represents multiple emotion categories across the human brain
title_full Distributed affective space represents multiple emotion categories across the human brain
title_fullStr Distributed affective space represents multiple emotion categories across the human brain
title_full_unstemmed Distributed affective space represents multiple emotion categories across the human brain
title_short Distributed affective space represents multiple emotion categories across the human brain
title_sort distributed affective space represents multiple emotion categories across the human brain
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6007366/
https://www.ncbi.nlm.nih.gov/pubmed/29618125
http://dx.doi.org/10.1093/scan/nsy018
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