Conduction Velocity, G-ratio, and Extracellular Water as Microstructural Characteristics of Autism Spectrum Disorder.
Benjamin T NewmanZachary JacokesSiva VenkadeshSara Jane WebbNatalia M KleinhansJames Charles McPartlandT Jason DruzgalKevin A PelphreyJohn Darrell Van HornPublished in: bioRxiv : the preprint server for biology (2023)
The neuronal differences contributing to the etiology of autism spectrum disorder (ASD) are still not well defined. Previous studies have suggested that myelin and axons are disrupted during development in ASD. By combining structural and diffusion MRI techniques, myelin and axons can be assessed using extracellular water, aggregate g-ratio, and a novel metric termed aggregate conduction velocity, which is related to the capacity of the axon to carry information. In this study, several innovative cellular microstructural methods, as measured from magnetic resonance imaging (MRI), are combined to characterize differences between ASD and typically developing adolescent participants in a large cohort. We first examine the relationship between each metric, including microstructural measurements of axonal and intracellular diffusion and the T1/T2 ratio. We then demonstrate the sensitivity of these metrics by characterizing differences between ASD and neurotypical participants, finding widespread increases in extracellular water in the cortex and decreases in aggregate g-ratio and aggregate conduction velocity throughout the cortex, subcortex, and white matter skeleton. This study is the first to reveal that ASD involves differences of myelin and axonal development with implications for neuronal function. We also introduce a novel neuroimaging metric, aggregate conduction velocity, that is highly sensitive to these changes. We conclude that ASD may be characterized by otherwise intact structural connectivity but that functional connectivity may be attenuated by network properties affecting neural transmission speed. This effect may explain the putative reliance on local connectivity in contrast to more distal connectivity observed in ASD.
Keyphrases
- autism spectrum disorder
- white matter
- functional connectivity
- resting state
- magnetic resonance imaging
- attention deficit hyperactivity disorder
- intellectual disability
- multiple sclerosis
- contrast enhanced
- blood flow
- spinal cord injury
- healthcare
- computed tomography
- young adults
- diffusion weighted imaging
- gene expression
- high resolution
- dna methylation
- optical coherence tomography
- reactive oxygen species