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Axonal deficits in young adults with High Functioning Autism and their impact on processing speed
Mariana Lazar1, Laura M Miles1, James S Babb1
1Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, United States.
Neuroimage. Clinical
|March 14, 2014
Summary
Advanced diffusion imaging reveals altered white matter microstructure in young adults with High-Functioning Autism (HFA), linked to reduced processing speed. These findings improve diagnostic specificity for autism spectrum disorder (ASD).
Area of Science:
- Neuroimaging
- Neuroscience
- Biomedical Engineering
Background:
- Autism Spectrum Disorder (ASD) is associated with white matter deficits, but findings from Diffusion Tensor Imaging (DTI) are inconsistent.
- Previous studies using DTI reported reduced fractional anisotropy (FA) and increased mean diffusivity (MD) in ASD, with unclear physiological causes.
- Understanding white matter alterations in ASD is crucial for diagnosis and intervention.
Purpose of the Study:
- To characterize white matter deficits in High-Functioning Autism (HFA) using advanced Diffusional Kurtosis Imaging (DKI).
- To investigate the diagnostic utility of compartment-specific diffusion metrics and their association with processing speed.
- To differentiate intra-axonal and extra-axonal white matter compartments in HFA.
Main Methods:
- Employed DKI and a two-compartment diffusion model to analyze white matter microstructure.
- Measured Axonal Water Fraction (faxon) reflecting axonal caliber and density, and compartment-specific diffusivities.
- Compared 16 young male adults with HFA and 17 typically developing controls (TDC), examining correlations with processing speed.
Main Results:
- Significantly decreased faxon observed in HFA across major white matter tracts (corpus callosum, cortico-spinal, longitudinal, and fronto-occipital fasciculi).
- Reduced intra-axonal diffusivity (Daxon) found in some regions; decreased axial extra-axonal diffusivity (ADextra) noted in the genu of the corpus callosum.
- Decreased faxon and Daxon correlated with reduced processing speed; faxon metrics showed high accuracy in discriminating HFA from TDC.
Conclusions:
- Findings suggest altered axonal microstructure in young adults with HFA, associated with impaired processing speed.
- Compartment-specific diffusion metrics enhance specificity and sensitivity for detecting white matter deficits in ASD.
- DKI and advanced modeling offer a promising approach for understanding and diagnosing white matter abnormalities in ASD.
Keywords:
AD, Axial diffusivityADextra, Axial extra-axonal diffusivityASD, Autism Spectrum DisordersAutism Spectrum DisordersAxonal integrityDKI, Diffusional Kurtosis ImagingDTI, Diffusion Tensor ImagingDaxon, Intra-axonal diffusivityDiffusional Kurtosis ImagingDigitSC, Digit Symbol-CodingFA, Fractional anisotropyHFA, High Functioning AutismInformation processing capacityMD, Mean diffusivityProcessing speedRD, Radial diffusivityRDextra, Radial extra-axonal diffusivityTDC, Typically developing controlWhite matterfaxon, Axonal Water FractionMore Related Videos
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