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A bipolar taxonomy of adult human brain sulcal morphology related to timing of fetalsulcation and trans-sulcal gene expression gradients

William E. SnyderiD, Petra E. VértesiD, Vanessa KyriakopoulouiD, Konrad WagstyliD, Logan Z. J. WilliamsiD, Dustin MoraczewskiiD, Adam G. ThomasiD, Vyacheslav R. KarolisiD, Jakob SeidlitziD, Denis RivièreiD, Emma C. RobinsoniD, Jean‐François ManginiD, Armin RaznahaniD, Edward Thomas BullmoreiD

Abstract

We developed a computational pipeline (now provided as a resource) for measuring morphological similarity between cortical surface sulci to construct a sulcal phenotype network (SPN) from each magnetic resonance imaging (MRI) scan in an adult cohort (N=34,725; 45-82 years). Networks estimated from pairwise similarities of 40 sulci on 5 morphological metrics comprised two clusters of sulci, represented also by the bipolar distribution of sulci on a linear-to-complex dimension. Linear sulci were more heritable and typically located in unimodal cortex; complex sulci were less heritable and typically located in heteromodal cortex. Aligning these results with an independent fetal brain MRI cohort (N=228; 21-36 gestational weeks), we found that linear sulci formed earlier, and the earliest and latest-forming sulci had the least between-adult variation. Using high-resolution maps of cortical gene expression, we found that linear sulcation is mechanistically underpinned by trans-sulcal gene expression gradients enriched for developmental processes.

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02 /Specification & Classification

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