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Age and sex modulate the variability of neural responses to naturalistic videos

Agustin Petroni, Samantha Cohen, Lei Ai, View ORCID ProfileNicolas Langer, Simon Henin, View ORCID ProfileTamara Vanderwal, View ORCID ProfileMichael P. Milham, View ORCID ProfileLucas C. Parra
doi: https://doi.org/10.1101/089060
Agustin Petroni
1Department of Biomedical Engineering, City College of New York, New York, NY 10031, USA
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Samantha Cohen
1Department of Biomedical Engineering, City College of New York, New York, NY 10031, USA
2Department of Psychology, The Graduate Center of the City University of New York, New York, NY 10016, USA
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Lei Ai
3Center for the Developing Brain, Child Mind Institute, New York, NY 10022, USA
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Nicolas Langer
1Department of Biomedical Engineering, City College of New York, New York, NY 10031, USA
3Center for the Developing Brain, Child Mind Institute, New York, NY 10022, USA
4Methods of Plasticity Research, Department of Psychology, University of Zurich, 8050, Switzerland
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Simon Henin
1Department of Biomedical Engineering, City College of New York, New York, NY 10031, USA
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Tamara Vanderwal
5Yale Child Study Center, New Haven, CT 06520, USA
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Michael P. Milham
3Center for the Developing Brain, Child Mind Institute, New York, NY 10022, USA
6Nathan Kline Institute for Psychiatric Research, Orangeburg, NY 10962, USA
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Lucas C. Parra
1Department of Biomedical Engineering, City College of New York, New York, NY 10031, USA
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  • ORCID record for Lucas C. Parra
  • For correspondence: parra@ccny.cuny.edu
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Abstract

Neural development is generally marked by an increase in the efficiency and diversity of neural processes. In a large sample (N = 114) of children and adults with ages ranging from 5 −44 years, we investigated the neural responses to naturalistic video stimuli. Videos from both real-life classroom settings and Hollywood feature films were used to probe different aspects of attention and engagement. For all stimuli, older ages were marked by more variable neural responses. Variability was assessed by the inter-subject correlation of evoked electroencephalographic (EEG) responses. Young males also had more variable responses than young females. These results were replicated in an independent cohort (N = 303). When interpreted in the context of neural maturation, we conclude that neural function becomes more variable with maturity, at least in during the passive viewing of real-world stimuli.

Significance Statement Naturalistic videos were used to measure how a large sample of children and adults process environmentally meaningful stimuli. As age increased, neural responses were more variable, and females responded more variably than males - a difference that disappeared with age. These results are consistent with developmental theories positing that neural variability increases with maturation, and that neural maturation typically occurs earlier in females. This is the first study to investigate neural variability under naturalistic conditions in a developmental sample.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted July 14, 2017.
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Age and sex modulate the variability of neural responses to naturalistic videos
Agustin Petroni, Samantha Cohen, Lei Ai, Nicolas Langer, Simon Henin, Tamara Vanderwal, Michael P. Milham, Lucas C. Parra
bioRxiv 089060; doi: https://doi.org/10.1101/089060
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Age and sex modulate the variability of neural responses to naturalistic videos
Agustin Petroni, Samantha Cohen, Lei Ai, Nicolas Langer, Simon Henin, Tamara Vanderwal, Michael P. Milham, Lucas C. Parra
bioRxiv 089060; doi: https://doi.org/10.1101/089060

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