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Identifying the signature of prospective motor control in children with autism
Failure to develop prospective motor control has been proposed to be a core phenotypic marker of autism spectrum disorders (ASD). However, whether genuine differences in prospective motor control permit discriminating between ASD and non-ASD profiles over and above individual differences in motor ou...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7862688/ https://www.ncbi.nlm.nih.gov/pubmed/33542311 http://dx.doi.org/10.1038/s41598-021-82374-2 |
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author | Cavallo, Andrea Romeo, Luca Ansuini, Caterina Battaglia, Francesca Nobili, Lino Pontil, Massimiliano Panzeri, Stefano Becchio, Cristina |
author_facet | Cavallo, Andrea Romeo, Luca Ansuini, Caterina Battaglia, Francesca Nobili, Lino Pontil, Massimiliano Panzeri, Stefano Becchio, Cristina |
author_sort | Cavallo, Andrea |
collection | PubMed |
description | Failure to develop prospective motor control has been proposed to be a core phenotypic marker of autism spectrum disorders (ASD). However, whether genuine differences in prospective motor control permit discriminating between ASD and non-ASD profiles over and above individual differences in motor output remains unclear. Here, we combined high precision measures of hand movement kinematics and rigorous machine learning analyses to determine the true power of prospective movement data to differentiate children with autism and typically developing children. Our results show that while movement is unique to each individual, variations in the kinematic patterning of sequential grasping movements genuinely differentiate children with autism from typically developing children. These findings provide quantitative evidence for a prospective motor control impairment in autism and indicate the potential to draw inferences about autism on the basis of movement kinematics. |
format | Online Article Text |
id | pubmed-7862688 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78626882021-02-08 Identifying the signature of prospective motor control in children with autism Cavallo, Andrea Romeo, Luca Ansuini, Caterina Battaglia, Francesca Nobili, Lino Pontil, Massimiliano Panzeri, Stefano Becchio, Cristina Sci Rep Article Failure to develop prospective motor control has been proposed to be a core phenotypic marker of autism spectrum disorders (ASD). However, whether genuine differences in prospective motor control permit discriminating between ASD and non-ASD profiles over and above individual differences in motor output remains unclear. Here, we combined high precision measures of hand movement kinematics and rigorous machine learning analyses to determine the true power of prospective movement data to differentiate children with autism and typically developing children. Our results show that while movement is unique to each individual, variations in the kinematic patterning of sequential grasping movements genuinely differentiate children with autism from typically developing children. These findings provide quantitative evidence for a prospective motor control impairment in autism and indicate the potential to draw inferences about autism on the basis of movement kinematics. Nature Publishing Group UK 2021-02-04 /pmc/articles/PMC7862688/ /pubmed/33542311 http://dx.doi.org/10.1038/s41598-021-82374-2 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Cavallo, Andrea Romeo, Luca Ansuini, Caterina Battaglia, Francesca Nobili, Lino Pontil, Massimiliano Panzeri, Stefano Becchio, Cristina Identifying the signature of prospective motor control in children with autism |
title | Identifying the signature of prospective motor control in children with autism |
title_full | Identifying the signature of prospective motor control in children with autism |
title_fullStr | Identifying the signature of prospective motor control in children with autism |
title_full_unstemmed | Identifying the signature of prospective motor control in children with autism |
title_short | Identifying the signature of prospective motor control in children with autism |
title_sort | identifying the signature of prospective motor control in children with autism |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7862688/ https://www.ncbi.nlm.nih.gov/pubmed/33542311 http://dx.doi.org/10.1038/s41598-021-82374-2 |
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