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Transcriptomic and cellular decoding of regional brain vulnerability to neurogenetic disorders

Authors :
Boris C. Bernhardt
Joan C. Han
Ajay Nadig
Damon Polioudakis
Richard A. I. Bethlehem
Rafael Romero-Garcia
Konrad Wagstyl
Casey Paquola
Petra E. Vértes
Siyuan Liu
Jakob Seidlitz
Armin Raznahan
Luis de la Torre-Ubieta
Declan G. Murphy
Daniel H. Geschwind
Jonathan D. Blumenthal
Francois Lalonde
Nancy Raitano Lee
Edward T. Bullmore
Sarah E. Morgan
Liv S. Clasen
František Váša
Seidlitz, Jakob [0000-0002-8164-7476]
Morgan, Sarah E. [0000-0002-1261-5884]
Romero-Garcia, Rafael [0000-0002-5199-4573]
Lalonde, François M. [0000-0002-4945-0032]
Paquola, Casey [0000-0002-0190-4103]
Geschwind, Daniel H. [0000-0003-2896-3450]
Murphy, Declan G. [0000-0002-6664-7451]
Apollo - University of Cambridge Repository
Morgan, Sarah E [0000-0002-1261-5884]
Lalonde, François M [0000-0002-4945-0032]
Geschwind, Daniel H [0000-0003-2896-3450]
Murphy, Declan G [0000-0002-6664-7451]
Source :
Nature Communications, Vol 11, Iss 1, Pp 1-14 (2020), Nature Communications, Seidlitz, J, Nadig, A, Liu, S, Bethlehem, R A I, Vértes, P E, Morgan, S E, Váša, F, Romero-Garcia, R, Lalonde, F M, Clasen, L S, Blumenthal, J D, Paquola, C, Bernhardt, B, Wagstyl, K, Polioudakis, D, de la Torre-Ubieta, L, Geschwind, D H, Han, J C, Lee, N R, Murphy, D G, Bullmore, E T & Raznahan, A 2020, ' Transcriptomic and cellular decoding of regional brain vulnerability to neurogenetic disorders ', Nature Communications, vol. 11, no. 1, 3358 . https://doi.org/10.1038/s41467-020-17051-5
Publication Year :
2020
Publisher :
Nature Publishing Group UK, 2020.

Abstract

Neurodevelopmental disorders have a heritable component and are associated with region specific alterations in brain anatomy. However, it is unclear how genetic risks for neurodevelopmental disorders are translated into spatially patterned brain vulnerabilities. Here, we integrated cortical neuroimaging data from patients with neurodevelopmental disorders caused by genomic copy number variations (CNVs) and gene expression data from healthy subjects. For each of the six investigated disorders, we show that spatial patterns of cortical anatomy changes in youth are correlated with cortical spatial expression of CNV genes in neurotypical adults. By transforming normative bulk-tissue cortical expression data into cell-type expression maps, we link anatomical change maps in each analysed disorder to specific cell classes as well as the CNV-region genes they express. Our findings reveal organizing principles that regulate the mapping of genetic risks onto regional brain changes in neurogenetic disorders. Our findings will enable screening for candidate molecular mechanisms from readily available neuroimaging data.<br />How neurodevelopmental disorder-associated risk genes are translated into spatially patterned brain vulnerabilities is unclear. Here, the authors show that disorder-specific patterns of neuroanatomical changes are aligned to brain expression maps of disease risk genes in healthy subjects.

Details

Database :
OpenAIRE
Journal :
Nature Communications, Vol 11, Iss 1, Pp 1-14 (2020), Nature Communications, Seidlitz, J, Nadig, A, Liu, S, Bethlehem, R A I, Vértes, P E, Morgan, S E, Váša, F, Romero-Garcia, R, Lalonde, F M, Clasen, L S, Blumenthal, J D, Paquola, C, Bernhardt, B, Wagstyl, K, Polioudakis, D, de la Torre-Ubieta, L, Geschwind, D H, Han, J C, Lee, N R, Murphy, D G, Bullmore, E T & Raznahan, A 2020, ' Transcriptomic and cellular decoding of regional brain vulnerability to neurogenetic disorders ', Nature Communications, vol. 11, no. 1, 3358 . https://doi.org/10.1038/s41467-020-17051-5
Accession number :
edsair.doi.dedup.....9eb8e338df915caabc8a33f6c2a3f989