Development of Microstructural and Morphological Cortical Profiles in the Neonatal Brain
Daphna FencheliD, Ralica DimitrovaiD, Jakob SeidlitziD, Emma C. RobinsoniD, Dafnis BatalléiD, Jana Maria HutteriD, Daan ChristiaensiD, Maximilian PietschiD, Jakki Brandon, Emer HughesiD, Joanna M. Allsop, Camilla O’Keeffe, Anthony N. PriceiD, Lucilio Cordero‐GrandeiD, Andreas SchuhiD, Antonios Makropoulos, Jonathan Passerat‐PalmbachiD, Jelena BožekiD, Daniel RueckertiD, Joseph V. HajnaliD, Armin RaznahaniD, Grainne Mary McAlonaniD, Anthony David EdwardsiD, Jonathan O’MuircheartaighiD
Abstract
In the perinatal brain, regional cortical architecture and connectivity lay the foundations for functional circuits and emerging behaviour. Interruptions or atypical development during or before this period may therefore have long-lasting consequences. However, to be able to investigate these deviations, we need a measure of how this architecture evolves in the typically developing brain. To this end, in a large cohort of 241 term-born infants we used Magnetic Resonance Imaging to estimate cortical profiles based on morphometry and microstructure over the perinatal period (37-44 weeks post-menstrual age, PMA). Using the covariance of these profiles as a measure of inter-areal network similarity (Morphometric Similarity Networks; MSN), we clustered these networks into distinct modules. The resulting modules were consistent and symmetric, and corresponded to known functional distinctions, including sensory-motor, limbic and association regions and were spatially mapped onto known cytoarchitectonic tissue classes. Posterior (parietal, occipital) regions became more morphometrically similar with increasing PMA, while peri-cingulate and medial temporal regions became more dissimilar. Network strength was associated with PMA: Within-network similarity increased over PMA suggesting emerging network distinction. These changes in cortical network architecture over an eight-week period are consistent with, and likely underpin, the highly dynamic behavioural and cognitive development occurring during this critical period. The resulting cortical profiles might provide normative reference to investigate atypical early brain development.
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