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A Standardized Pipeline for Examining Human Cerebellar Grey Matter Morphometry using Structural Magnetic Resonance Imaging
Published on: February 4, 2022
Regional White Matter Scaling in the Human Brain
Allysa Warling1, Cassidy L McDermott1,2, Siyuan Liu1
1Section on Developmental Neurogenomics, Human Genetics Branch, National Institute of Mental Health, Bethesda, Maryland 20892.
Human brain size influences white matter volume (WMV) distribution, with larger brains showing more WMV in associative areas and less in sensorimotor regions. This scaling is coordinated with gray matter organization but differs from white matter microstructure scaling.
Area of Science:
- Neuroscience
- Human Anatomy
- Brain Imaging
Background:
- Primate cortical organization scales with brain size, featuring disproportionate expansion of associative cortices and relative contraction of sensorimotor systems.
- Previous research has not established equivalent scaling maps for regional white matter anatomy in humans.
Purpose of the Study:
- To investigate how regional white matter volume (WMV) scales with interindividual variation in total brain volume in humans.
- To examine the relationship between gray matter and white matter scaling patterns.
- To compare the scaling of WMV with white matter microstructure measures.
Main Methods:
- Analysis of three large-scale neuroimaging datasets comprising 2391 typically developing humans.
- Examination of regional white matter volume (WMV) scaling across individuals with varying brain volumes.
- Measurement of white matter microstructure using fractional anisotropy (FA) and magnetization transfer (MT).
Main Results:
- WMV scaling is regionally heterogeneous: larger brains exhibit relatively greater WMV in anterior/posterior cortical regions and the corpus callosum, but less in subcortical areas.
- Positive WMV scaling regions connect areas of positive gray matter scaling in the cortex, indicating coordinated anatomical organization.
- White matter microstructure measures (FA and MT) scale negatively with brain size and show distinct spatial patterns compared to WMV scaling.
Conclusions:
- Regional white matter anatomy systematically scales with human brain size, mirroring patterns observed in gray matter.
- The findings reveal a coordinated coupling between gray and white matter organization during brain size variation.
- Distinct scaling patterns for WMV and white matter microstructure provide a more comprehensive understanding of human brain anatomic scaling.
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