Cargando…
Transcriptomic and cellular decoding of regional brain vulnerability to neurogenetic disorders
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 neuroima...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7335069/ https://www.ncbi.nlm.nih.gov/pubmed/32620757 http://dx.doi.org/10.1038/s41467-020-17051-5 |
_version_ | 1783554062831058944 |
---|---|
author | Seidlitz, Jakob Nadig, Ajay Liu, Siyuan Bethlehem, Richard A. I. Vértes, Petra E. Morgan, Sarah E. Váša, František Romero-Garcia, Rafael Lalonde, François M. Clasen, Liv S. Blumenthal, Jonathan D. Paquola, Casey Bernhardt, Boris Wagstyl, Konrad Polioudakis, Damon de la Torre-Ubieta, Luis Geschwind, Daniel H. Han, Joan C. Lee, Nancy R. Murphy, Declan G. Bullmore, Edward T. Raznahan, Armin |
author_facet | Seidlitz, Jakob Nadig, Ajay Liu, Siyuan Bethlehem, Richard A. I. Vértes, Petra E. Morgan, Sarah E. Váša, František Romero-Garcia, Rafael Lalonde, François M. Clasen, Liv S. Blumenthal, Jonathan D. Paquola, Casey Bernhardt, Boris Wagstyl, Konrad Polioudakis, Damon de la Torre-Ubieta, Luis Geschwind, Daniel H. Han, Joan C. Lee, Nancy R. Murphy, Declan G. Bullmore, Edward T. Raznahan, Armin |
author_sort | Seidlitz, Jakob |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7335069 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-73350692020-07-09 Transcriptomic and cellular decoding of regional brain vulnerability to neurogenetic disorders Seidlitz, Jakob Nadig, Ajay Liu, Siyuan Bethlehem, Richard A. I. Vértes, Petra E. Morgan, Sarah E. Váša, František Romero-Garcia, Rafael Lalonde, François M. Clasen, Liv S. Blumenthal, Jonathan D. Paquola, Casey Bernhardt, Boris Wagstyl, Konrad Polioudakis, Damon de la Torre-Ubieta, Luis Geschwind, Daniel H. Han, Joan C. Lee, Nancy R. Murphy, Declan G. Bullmore, Edward T. Raznahan, Armin Nat Commun Article 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. Nature Publishing Group UK 2020-07-03 /pmc/articles/PMC7335069/ /pubmed/32620757 http://dx.doi.org/10.1038/s41467-020-17051-5 Text en © This is a U.S. government work and not under copyright protection in the U.S.; foreign copyright protection may apply 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Seidlitz, Jakob Nadig, Ajay Liu, Siyuan Bethlehem, Richard A. I. Vértes, Petra E. Morgan, Sarah E. Váša, František Romero-Garcia, Rafael Lalonde, François M. Clasen, Liv S. Blumenthal, Jonathan D. Paquola, Casey Bernhardt, Boris Wagstyl, Konrad Polioudakis, Damon de la Torre-Ubieta, Luis Geschwind, Daniel H. Han, Joan C. Lee, Nancy R. Murphy, Declan G. Bullmore, Edward T. Raznahan, Armin Transcriptomic and cellular decoding of regional brain vulnerability to neurogenetic disorders |
title | Transcriptomic and cellular decoding of regional brain vulnerability to neurogenetic disorders |
title_full | Transcriptomic and cellular decoding of regional brain vulnerability to neurogenetic disorders |
title_fullStr | Transcriptomic and cellular decoding of regional brain vulnerability to neurogenetic disorders |
title_full_unstemmed | Transcriptomic and cellular decoding of regional brain vulnerability to neurogenetic disorders |
title_short | Transcriptomic and cellular decoding of regional brain vulnerability to neurogenetic disorders |
title_sort | transcriptomic and cellular decoding of regional brain vulnerability to neurogenetic disorders |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7335069/ https://www.ncbi.nlm.nih.gov/pubmed/32620757 http://dx.doi.org/10.1038/s41467-020-17051-5 |
work_keys_str_mv | AT seidlitzjakob transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT nadigajay transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT liusiyuan transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT bethlehemrichardai transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT vertespetrae transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT morgansarahe transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT vasafrantisek transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT romerogarciarafael transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT lalondefrancoism transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT clasenlivs transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT blumenthaljonathand transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT paquolacasey transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT bernhardtboris transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT wagstylkonrad transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT polioudakisdamon transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT delatorreubietaluis transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT geschwinddanielh transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT hanjoanc transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT leenancyr transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT murphydeclang transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT bullmoreedwardt transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders AT raznahanarmin transcriptomicandcellulardecodingofregionalbrainvulnerabilitytoneurogeneticdisorders |