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Infant excitation/inhibition balance interacts with executive attention to predict autistic traits in childhood
BACKGROUND: Autism is proposed to be characterised by an atypical balance of cortical excitation and inhibition (E/I). However, most studies have examined E/I alterations in older autistic individuals, meaning that findings could in part reflect homeostatic compensation. To assess the directionality...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9733024/ https://www.ncbi.nlm.nih.gov/pubmed/36482366 http://dx.doi.org/10.1186/s13229-022-00526-1 |
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author | Carter Leno, Virginia Begum-Ali, Jannath Goodwin, Amy Mason, Luke Pasco, Greg Pickles, Andrew Garg, Shruti Green, Jonathan Charman, Tony Johnson, Mark H. Jones, Emily J. H. |
author_facet | Carter Leno, Virginia Begum-Ali, Jannath Goodwin, Amy Mason, Luke Pasco, Greg Pickles, Andrew Garg, Shruti Green, Jonathan Charman, Tony Johnson, Mark H. Jones, Emily J. H. |
author_sort | Carter Leno, Virginia |
collection | PubMed |
description | BACKGROUND: Autism is proposed to be characterised by an atypical balance of cortical excitation and inhibition (E/I). However, most studies have examined E/I alterations in older autistic individuals, meaning that findings could in part reflect homeostatic compensation. To assess the directionality of effects, it is necessary to examine alterations in E/I balance early in the lifespan before symptom emergence. Recent explanatory frameworks have argued that it is also necessary to consider how early risk features interact with later developing modifier factors to predict autism outcomes. METHOD: We indexed E/I balance in early infancy by extracting the aperiodic exponent of the slope of the electroencephalogram (EEG) power spectrum (‘1/f’). To validate our index of E/I balance, we tested for differences in the aperiodic exponent in 10-month-old infants with (n = 22) and without (n = 27) neurofibromatosis type 1 (NF1), a condition thought to be characterised by alterations to cortical inhibition. We then tested for E/I alterations in a larger heterogeneous longitudinal cohort of infants with and without a family history of neurodevelopmental conditions (n = 150) who had been followed to early childhood. We tested the relevance of alterations in E/I balance and our proposed modifier, executive attention, by assessing whether associations between 10-month aperiodic slope and 36-month neurodevelopmental traits were moderated by 24-month executive attention. Analyses adjusted for age at EEG assessment, sex and number of EEG trials. RESULTS: Infants with NF1 were characterised by a higher aperiodic exponent, indicative of greater inhibition, supporting our infant measure of E/I. Longitudinal analyses showed a significant interaction between aperiodic slope and executive attention, such that higher aperiodic exponents predicted greater autistic traits in childhood, but only in infants who also had weaker executive functioning abilities. LIMITATIONS: The current study relied on parent report of infant executive functioning-type abilities; future work is required to replicate effects with objective measures of cognition. CONCLUSIONS: Results suggest alterations in E/I balance are on the developmental pathway to autism outcomes, and that higher executive functioning abilities may buffer the impact of early cortical atypicalities, consistent with proposals that stronger executive functioning abilities may modify the impact of a wide range of risk factors. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13229-022-00526-1. |
format | Online Article Text |
id | pubmed-9733024 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97330242022-12-10 Infant excitation/inhibition balance interacts with executive attention to predict autistic traits in childhood Carter Leno, Virginia Begum-Ali, Jannath Goodwin, Amy Mason, Luke Pasco, Greg Pickles, Andrew Garg, Shruti Green, Jonathan Charman, Tony Johnson, Mark H. Jones, Emily J. H. Mol Autism Research BACKGROUND: Autism is proposed to be characterised by an atypical balance of cortical excitation and inhibition (E/I). However, most studies have examined E/I alterations in older autistic individuals, meaning that findings could in part reflect homeostatic compensation. To assess the directionality of effects, it is necessary to examine alterations in E/I balance early in the lifespan before symptom emergence. Recent explanatory frameworks have argued that it is also necessary to consider how early risk features interact with later developing modifier factors to predict autism outcomes. METHOD: We indexed E/I balance in early infancy by extracting the aperiodic exponent of the slope of the electroencephalogram (EEG) power spectrum (‘1/f’). To validate our index of E/I balance, we tested for differences in the aperiodic exponent in 10-month-old infants with (n = 22) and without (n = 27) neurofibromatosis type 1 (NF1), a condition thought to be characterised by alterations to cortical inhibition. We then tested for E/I alterations in a larger heterogeneous longitudinal cohort of infants with and without a family history of neurodevelopmental conditions (n = 150) who had been followed to early childhood. We tested the relevance of alterations in E/I balance and our proposed modifier, executive attention, by assessing whether associations between 10-month aperiodic slope and 36-month neurodevelopmental traits were moderated by 24-month executive attention. Analyses adjusted for age at EEG assessment, sex and number of EEG trials. RESULTS: Infants with NF1 were characterised by a higher aperiodic exponent, indicative of greater inhibition, supporting our infant measure of E/I. Longitudinal analyses showed a significant interaction between aperiodic slope and executive attention, such that higher aperiodic exponents predicted greater autistic traits in childhood, but only in infants who also had weaker executive functioning abilities. LIMITATIONS: The current study relied on parent report of infant executive functioning-type abilities; future work is required to replicate effects with objective measures of cognition. CONCLUSIONS: Results suggest alterations in E/I balance are on the developmental pathway to autism outcomes, and that higher executive functioning abilities may buffer the impact of early cortical atypicalities, consistent with proposals that stronger executive functioning abilities may modify the impact of a wide range of risk factors. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13229-022-00526-1. BioMed Central 2022-12-08 /pmc/articles/PMC9733024/ /pubmed/36482366 http://dx.doi.org/10.1186/s13229-022-00526-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Carter Leno, Virginia Begum-Ali, Jannath Goodwin, Amy Mason, Luke Pasco, Greg Pickles, Andrew Garg, Shruti Green, Jonathan Charman, Tony Johnson, Mark H. Jones, Emily J. H. Infant excitation/inhibition balance interacts with executive attention to predict autistic traits in childhood |
title | Infant excitation/inhibition balance interacts with executive attention to predict autistic traits in childhood |
title_full | Infant excitation/inhibition balance interacts with executive attention to predict autistic traits in childhood |
title_fullStr | Infant excitation/inhibition balance interacts with executive attention to predict autistic traits in childhood |
title_full_unstemmed | Infant excitation/inhibition balance interacts with executive attention to predict autistic traits in childhood |
title_short | Infant excitation/inhibition balance interacts with executive attention to predict autistic traits in childhood |
title_sort | infant excitation/inhibition balance interacts with executive attention to predict autistic traits in childhood |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9733024/ https://www.ncbi.nlm.nih.gov/pubmed/36482366 http://dx.doi.org/10.1186/s13229-022-00526-1 |
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