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Probing the Brain in Autism Using fMRI and Diffusion Tensor Imaging

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Neurodevelopmental Subtypes of Functional Brain Organization in the ABCD Study Using a Rigorous Analytic Framework.

Jacob DeRosa^1,2, Naomi P Friedman^1,3, Vince Calhoun⁴

¹Department of Psychology and Neuroscience, University of Colorado Boulder.

Biorxiv : the Preprint Server for Biology

|April 1, 2024

Summary

Resting-state functional connectivity (RSFC) subtypes in children aged 9-11 reliably predict cognitive and emotional functioning. These brain connectivity patterns offer a robust biomarker for understanding individual differences in development.

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Area of Science:

Neuroscience
Developmental Psychology
Computational Biology

Background:

Resting-state functional connectivity (RSFC) is crucial for understanding brain function.
Identifying reliable biomarkers for cognitive and emotional development in children is essential.
Previous research has not fully elucidated distinct subtypes of RSFC and their predictive power.

Conclusions:

RSFC subtypes serve as dependable biomarkers for differential cognitive and emotional functioning in late childhood.
The established methodological pipeline ensures the reliability and significance of these subtypes.
This framework facilitates future research into the developmental trajectories of RSFC subtypes.