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Early brain development in infants at high risk for autism spectrum disorder
Brain enlargement has been observed in children with Autism Spectrum Disorder (ASD), but the timing of this phenomenon and its relationship to the appearance of behavioral symptoms is unknown. Retrospective head circumference and longitudinal brain volume studies of 2 year olds followed up at age 4...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5336143/ https://www.ncbi.nlm.nih.gov/pubmed/28202961 http://dx.doi.org/10.1038/nature21369 |
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author | Hazlett, Heather Cody Gu, Hongbin Munsell, Brent C. Kim, Sun Hyung Styner, Martin Wolff, Jason J. Elison, Jed T. Swanson, Meghan R. Zhu, Hongtu Botteron, Kelly N. Collins, D. Louis Constantino, John N. Dager, Stephen R. Estes, Annette M. Evans, Alan C. Fonov, Vladimir S. Gerig, Guido Kostopoulos, Penelope McKinstry, Robert C. Pandey, Juhi Paterson, Sarah Pruett, John R. Schultz, Robert T. Shaw, Dennis W. Zwaigenbaum, Lonnie Piven, Joseph |
author_facet | Hazlett, Heather Cody Gu, Hongbin Munsell, Brent C. Kim, Sun Hyung Styner, Martin Wolff, Jason J. Elison, Jed T. Swanson, Meghan R. Zhu, Hongtu Botteron, Kelly N. Collins, D. Louis Constantino, John N. Dager, Stephen R. Estes, Annette M. Evans, Alan C. Fonov, Vladimir S. Gerig, Guido Kostopoulos, Penelope McKinstry, Robert C. Pandey, Juhi Paterson, Sarah Pruett, John R. Schultz, Robert T. Shaw, Dennis W. Zwaigenbaum, Lonnie Piven, Joseph |
author_sort | Hazlett, Heather Cody |
collection | PubMed |
description | Brain enlargement has been observed in children with Autism Spectrum Disorder (ASD), but the timing of this phenomenon and its relationship to the appearance of behavioral symptoms is unknown. Retrospective head circumference and longitudinal brain volume studies of 2 year olds followed up at age 4 years, have provided evidence that increased brain volume may emerge early in development.(1, 2) Studies of infants at high familial risk for autism can provide insight into the early development of autism and have found that characteristic social deficits in ASD emerge during the latter part of the first and in the second year of life(3,4). These observations suggest that prospective brain imaging studies of infants at high familial risk for ASD might identify early post-natal changes in brain volume occurring before the emergence of an ASD diagnosis. In this prospective neuroimaging study of 106 infants at high familial risk of ASD and 42 low-risk infants, we show that cortical surface area hyper-expansion between 6-12 months of age precedes brain volume overgrowth observed between 12-24 months in the 15 high-risk infants diagnosed with autism at 24 months. Brain volume overgrowth was linked to the emergence and severity of autistic social deficits. A deep learning algorithm primarily using surface area information from brain MRI at 6 and 12 months of age predicted the diagnosis of autism in individual high-risk children at 24 months (with a positive predictive value of 81%, sensitivity of 88%). These findings demonstrate that early brain changes unfold during the period in which autistic behaviors are first emerging. |
format | Online Article Text |
id | pubmed-5336143 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
record_format | MEDLINE/PubMed |
spelling | pubmed-53361432017-08-15 Early brain development in infants at high risk for autism spectrum disorder Hazlett, Heather Cody Gu, Hongbin Munsell, Brent C. Kim, Sun Hyung Styner, Martin Wolff, Jason J. Elison, Jed T. Swanson, Meghan R. Zhu, Hongtu Botteron, Kelly N. Collins, D. Louis Constantino, John N. Dager, Stephen R. Estes, Annette M. Evans, Alan C. Fonov, Vladimir S. Gerig, Guido Kostopoulos, Penelope McKinstry, Robert C. Pandey, Juhi Paterson, Sarah Pruett, John R. Schultz, Robert T. Shaw, Dennis W. Zwaigenbaum, Lonnie Piven, Joseph Nature Article Brain enlargement has been observed in children with Autism Spectrum Disorder (ASD), but the timing of this phenomenon and its relationship to the appearance of behavioral symptoms is unknown. Retrospective head circumference and longitudinal brain volume studies of 2 year olds followed up at age 4 years, have provided evidence that increased brain volume may emerge early in development.(1, 2) Studies of infants at high familial risk for autism can provide insight into the early development of autism and have found that characteristic social deficits in ASD emerge during the latter part of the first and in the second year of life(3,4). These observations suggest that prospective brain imaging studies of infants at high familial risk for ASD might identify early post-natal changes in brain volume occurring before the emergence of an ASD diagnosis. In this prospective neuroimaging study of 106 infants at high familial risk of ASD and 42 low-risk infants, we show that cortical surface area hyper-expansion between 6-12 months of age precedes brain volume overgrowth observed between 12-24 months in the 15 high-risk infants diagnosed with autism at 24 months. Brain volume overgrowth was linked to the emergence and severity of autistic social deficits. A deep learning algorithm primarily using surface area information from brain MRI at 6 and 12 months of age predicted the diagnosis of autism in individual high-risk children at 24 months (with a positive predictive value of 81%, sensitivity of 88%). These findings demonstrate that early brain changes unfold during the period in which autistic behaviors are first emerging. 2017-02-15 /pmc/articles/PMC5336143/ /pubmed/28202961 http://dx.doi.org/10.1038/nature21369 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Hazlett, Heather Cody Gu, Hongbin Munsell, Brent C. Kim, Sun Hyung Styner, Martin Wolff, Jason J. Elison, Jed T. Swanson, Meghan R. Zhu, Hongtu Botteron, Kelly N. Collins, D. Louis Constantino, John N. Dager, Stephen R. Estes, Annette M. Evans, Alan C. Fonov, Vladimir S. Gerig, Guido Kostopoulos, Penelope McKinstry, Robert C. Pandey, Juhi Paterson, Sarah Pruett, John R. Schultz, Robert T. Shaw, Dennis W. Zwaigenbaum, Lonnie Piven, Joseph Early brain development in infants at high risk for autism spectrum disorder |
title | Early brain development in infants at high risk for autism spectrum disorder |
title_full | Early brain development in infants at high risk for autism spectrum disorder |
title_fullStr | Early brain development in infants at high risk for autism spectrum disorder |
title_full_unstemmed | Early brain development in infants at high risk for autism spectrum disorder |
title_short | Early brain development in infants at high risk for autism spectrum disorder |
title_sort | early brain development in infants at high risk for autism spectrum disorder |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5336143/ https://www.ncbi.nlm.nih.gov/pubmed/28202961 http://dx.doi.org/10.1038/nature21369 |
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