Regional White Matter Scaling in the Human Brain.
Anatomical organization of the primate cortex varies as a function of total brain size, where possession of a larger brain is accompanied by disproportionate expansion of associative cortices alongside a relative contraction of sensorimotor systems. However, equivalent scaling maps are not yet available for regional white matter anatomy. Here, we use three large-scale neuroimaging datasets to examine how regional white matter volume (WMV) scales with interindividual variation in brain volume among typically developing humans (combined N = 2391: 1247 females, 1144 males). We show that WMV scaling is regionally heterogeneous: larger brains have relatively greater WMV in anterior and posterior regions of cortical white matter, as well as the genu and splenium of the corpus callosum, but relatively less WMV in most subcortical regions. Furthermore, regions of positive WMV scaling tend to connect previously-defined regions of positive gray matter scaling in the cortex, revealing a coordinated coupling of regional gray and white matter organization with naturally occurring variations in human brain size. However, we also show that two commonly studied measures of white matter microstructure, fractional anisotropy (FA) and magnetization transfer (MT), scale negatively with brain size, and do so in a manner that is spatially unlike WMV scaling. Collectively, these findings provide a more complete view of anatomic scaling in the human brain, and offer new contexts for the interpretation of regional white matter variation in health and disease.SIGNIFICANCE STATEMENT Recent work has shown that, in humans, regional cortical and subcortical anatomy show systematic changes as a function of brain size variation. Here, we show that regional white matter structures also show brain-size related changes in humans. Specifically, white matter regions connecting higher-order cortical systems are relatively expanded in larger human brains, while subcortical and cerebellar white matter tracts responsible for unimodal sensory or motor functions are relatively contracted. This regional scaling of white matter volume (WMV) is coordinated with regional scaling of cortical anatomy, but is distinct from scaling of white matter microstructure. These findings provide a more complete view of anatomic scaling of the human brain, with relevance for evolutionary, basic, and clinical neuroscience.
['Warling|Allysa|A|0000-0001-9412-6357', 'McDermott|Cassidy L|CL|', 'Liu|Siyuan|S|', 'Seidlitz|Jakob|J|', 'Rodrigue|Amanda L|AL|', 'Nadig|Ajay|A|', 'Gur|Ruben C|RC|', 'Gur|Raquel E|RE|', 'Roalf|David|D|', 'Moore|Tyler M|TM|0000-0002-1384-0151', 'Glahn|David|D|', 'Satterthwaite|Theodore D|TD|', 'Bullmore|Edward T|ET|0000-0002-8955-8283', 'Raznahan|Armin|A|']
D000293:Adolescent D000328:Adult D016880:Anisotropy D000076103:Biological Variation, Individual D001921:Brain D002648:Child D015331:Cohort Studies D003337:Corpus Callosum D038524:Diffusion Magnetic Resonance Imaging D005260:Female D066128:Gray Matter D006801:Humans D007091:Image Processing, Computer-Assisted D008279:Magnetic Resonance Imaging D008297:Male D017711:Nonlinear Dynamics D009929:Organ Size D015203:Reproducibility of Results D066127:White Matter D055815:Young Adult
white matter scaling neuroimaging