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A cross-species socio-emotional behaviour development revealed by a multivariate analysis

Recent progress in affective neuroscience and social neurobiology has been propelled by neuro-imaging technology and epigenetic approach in neurobiology of animal behaviour. However, quantitative measurements of socio-emotional development remains lacking, though sensory-motor development has been e...

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Autores principales: Koshiba, Mamiko, Senoo, Aya, Mimura, Koki, Shirakawa, Yuka, Karino, Genta, Obara, Saya, Ozawa, Shinpei, Sekihara, Hitomi, Fukushima, Yuta, Ueda, Toyotoshi, Kishino, Hirohisa, Tanaka, Toshihisa, Ishibashi, Hidetoshi, Yamanouchi, Hideo, Yui, Kunio, Nakamura, Shun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6505395/
https://www.ncbi.nlm.nih.gov/pubmed/24022241
http://dx.doi.org/10.1038/srep02630
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author Koshiba, Mamiko
Senoo, Aya
Mimura, Koki
Shirakawa, Yuka
Karino, Genta
Obara, Saya
Ozawa, Shinpei
Sekihara, Hitomi
Fukushima, Yuta
Ueda, Toyotoshi
Kishino, Hirohisa
Tanaka, Toshihisa
Ishibashi, Hidetoshi
Yamanouchi, Hideo
Yui, Kunio
Nakamura, Shun
author_facet Koshiba, Mamiko
Senoo, Aya
Mimura, Koki
Shirakawa, Yuka
Karino, Genta
Obara, Saya
Ozawa, Shinpei
Sekihara, Hitomi
Fukushima, Yuta
Ueda, Toyotoshi
Kishino, Hirohisa
Tanaka, Toshihisa
Ishibashi, Hidetoshi
Yamanouchi, Hideo
Yui, Kunio
Nakamura, Shun
author_sort Koshiba, Mamiko
collection PubMed
description Recent progress in affective neuroscience and social neurobiology has been propelled by neuro-imaging technology and epigenetic approach in neurobiology of animal behaviour. However, quantitative measurements of socio-emotional development remains lacking, though sensory-motor development has been extensively studied in terms of digitised imaging analysis. Here, we developed a method for socio-emotional behaviour measurement that is based on the video recordings under well-defined social context using animal models with variously social sensory interaction during development. The behaviour features digitized from the video recordings were visualised in a multivariate statistic space using principal component analysis. The clustering of the behaviour parameters suggested the existence of species- and stage-specific as well as cross-species behaviour modules. These modules were used to characterise the behaviour of children with or without autism spectrum disorders (ASDs). We found that socio-emotional behaviour is highly dependent on social context and the cross-species behaviour modules may predict neurobiological basis of ASDs.
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spelling pubmed-65053952019-05-21 A cross-species socio-emotional behaviour development revealed by a multivariate analysis Koshiba, Mamiko Senoo, Aya Mimura, Koki Shirakawa, Yuka Karino, Genta Obara, Saya Ozawa, Shinpei Sekihara, Hitomi Fukushima, Yuta Ueda, Toyotoshi Kishino, Hirohisa Tanaka, Toshihisa Ishibashi, Hidetoshi Yamanouchi, Hideo Yui, Kunio Nakamura, Shun Sci Rep Article Recent progress in affective neuroscience and social neurobiology has been propelled by neuro-imaging technology and epigenetic approach in neurobiology of animal behaviour. However, quantitative measurements of socio-emotional development remains lacking, though sensory-motor development has been extensively studied in terms of digitised imaging analysis. Here, we developed a method for socio-emotional behaviour measurement that is based on the video recordings under well-defined social context using animal models with variously social sensory interaction during development. The behaviour features digitized from the video recordings were visualised in a multivariate statistic space using principal component analysis. The clustering of the behaviour parameters suggested the existence of species- and stage-specific as well as cross-species behaviour modules. These modules were used to characterise the behaviour of children with or without autism spectrum disorders (ASDs). We found that socio-emotional behaviour is highly dependent on social context and the cross-species behaviour modules may predict neurobiological basis of ASDs. Nature Publishing Group 2013-09-11 /pmc/articles/PMC6505395/ /pubmed/24022241 http://dx.doi.org/10.1038/srep02630 Text en Copyright © 2013, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by/3.0/ This work is licensed under a Creative Commons Attribution 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/3.0/
spellingShingle Article
Koshiba, Mamiko
Senoo, Aya
Mimura, Koki
Shirakawa, Yuka
Karino, Genta
Obara, Saya
Ozawa, Shinpei
Sekihara, Hitomi
Fukushima, Yuta
Ueda, Toyotoshi
Kishino, Hirohisa
Tanaka, Toshihisa
Ishibashi, Hidetoshi
Yamanouchi, Hideo
Yui, Kunio
Nakamura, Shun
A cross-species socio-emotional behaviour development revealed by a multivariate analysis
title A cross-species socio-emotional behaviour development revealed by a multivariate analysis
title_full A cross-species socio-emotional behaviour development revealed by a multivariate analysis
title_fullStr A cross-species socio-emotional behaviour development revealed by a multivariate analysis
title_full_unstemmed A cross-species socio-emotional behaviour development revealed by a multivariate analysis
title_short A cross-species socio-emotional behaviour development revealed by a multivariate analysis
title_sort cross-species socio-emotional behaviour development revealed by a multivariate analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6505395/
https://www.ncbi.nlm.nih.gov/pubmed/24022241
http://dx.doi.org/10.1038/srep02630
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