Literature DB >> 33542311

Identifying the signature of prospective motor control in children with autism.

Andrea Cavallo1,2, Luca Romeo3,4, Caterina Ansuini1, Francesca Battaglia1,5, Lino Nobili5,6, Massimiliano Pontil4, Stefano Panzeri7, Cristina Becchio8.   

Abstract

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.

Entities:  

Year:  2021        PMID: 33542311     DOI: 10.1038/s41598-021-82374-2

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  22 in total

Review 1.  Cognition, action, and object manipulation.

Authors:  David A Rosenbaum; Kate M Chapman; Matthias Weigelt; Daniel J Weiss; Robrecht van der Wel
Journal:  Psychol Bull       Date:  2012-03-26       Impact factor: 17.737

Review 2.  Neuromechanical principles underlying movement modularity and their implications for rehabilitation.

Authors:  Lena H Ting; Hillel J Chiel; Randy D Trumbower; Jessica L Allen; J Lucas McKay; Madeleine E Hackney; Trisha M Kesar
Journal:  Neuron       Date:  2015-04-08       Impact factor: 17.173

3.  Using and understanding cross-validation strategies. Perspectives on Saeb et al.

Authors:  Max A Little; Gael Varoquaux; Sohrab Saeb; Luca Lonini; Arun Jayaraman; David C Mohr; Konrad P Kording
Journal:  Gigascience       Date:  2017-05-01       Impact factor: 6.524

4.  Use of Machine Learning to Identify Children with Autism and Their Motor Abnormalities.

Authors:  Alessandro Crippa; Christian Salvatore; Paolo Perego; Sara Forti; Maria Nobile; Massimo Molteni; Isabella Castiglioni
Journal:  J Autism Dev Disord       Date:  2015-07

5.  Transient Disruption of the Inferior Parietal Lobule Impairs the Ability to Attribute Intention to Action.

Authors:  Jean-François Patri; Andrea Cavallo; Kiri Pullar; Marco Soriano; Martina Valente; Atesh Koul; Alessio Avenanti; Stefano Panzeri; Cristina Becchio
Journal:  Curr Biol       Date:  2020-09-24       Impact factor: 10.834

6.  Autism as a developmental disorder in intentional movement and affective engagement.

Authors:  Colwyn Trevarthen; Jonathan T Delafield-Butt
Journal:  Front Integr Neurosci       Date:  2013-07-17

Review 7.  Reaching and grasping in autism spectrum disorder: a review of recent literature.

Authors:  Lori-Ann R Sacrey; Tamara Germani; Susan E Bryson; Lonnie Zwaigenbaum
Journal:  Front Neurol       Date:  2014-01-23       Impact factor: 4.003

8.  Toward the Autism Motor Signature: Gesture patterns during smart tablet gameplay identify children with autism.

Authors:  Anna Anzulewicz; Krzysztof Sobota; Jonathan T Delafield-Butt
Journal:  Sci Rep       Date:  2016-08-24       Impact factor: 4.379

9.  Doing It Your Way: How Individual Movement Styles Affect Action Prediction.

Authors:  Atesh Koul; Andrea Cavallo; Caterina Ansuini; Cristina Becchio
Journal:  PLoS One       Date:  2016-10-25       Impact factor: 3.240

10.  Predictive modelling using neuroimaging data in the presence of confounds.

Authors:  Anil Rao; Joao M Monteiro; Janaina Mourao-Miranda
Journal:  Neuroimage       Date:  2017-01-29       Impact factor: 6.556

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  3 in total

1.  Investigating how Explicit Contextual Cues Affect Predictive Sensorimotor Control in Autistic Adults.

Authors:  Tom Arthur; Mark Brosnan; David Harris; Gavin Buckingham; Mark Wilson; Genevieve Williams; Sam Vine
Journal:  J Autism Dev Disord       Date:  2022-09-05

2.  A low-cost stand-alone platform for measuring motor behavior across developmental applications.

Authors:  Andrea Cavallo; Nathan C Foster; Karthikeyan Kalyanasundaram Balasubramanian; Andrea Merello; Giorgio Zini; Marco Crepaldi; Cristina Becchio
Journal:  iScience       Date:  2021-06-17

3.  Intersecting kinematic encoding and readout of intention in autism.

Authors:  Noemi Montobbio; Andrea Cavallo; Dalila Albergo; Caterina Ansuini; Francesca Battaglia; Jessica Podda; Lino Nobili; Stefano Panzeri; Cristina Becchio
Journal:  Proc Natl Acad Sci U S A       Date:  2022-02-01       Impact factor: 11.205

  3 in total

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