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Cell type-specific manifestations of cortical thickness heterogeneity in schizophrenia
Brain morphology differs markedly between individuals with schizophrenia, but the cellular and genetic basis of this heterogeneity is poorly understood. Here, we sought to determine whether cortical thickness (CTh) heterogeneity in schizophrenia relates to interregional variation in distinct neural...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9126812/ https://www.ncbi.nlm.nih.gov/pubmed/35145230 http://dx.doi.org/10.1038/s41380-022-01460-7 |
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author | Di Biase, Maria A. Geaghan, Michael P. Reay, William R. Seidlitz, Jakob Weickert, Cynthia Shannon Pébay, Alice Green, Melissa J. Quidé, Yann Atkins, Joshua R. Coleman, Michael J. Bouix, Sylvain Knyazhanskaya, Evdokiya E. Lyall, Amanda E. Pasternak, Ofer Kubicki, Marek Rathi, Yogesh Visco, Andrew Gaunnac, Megan Lv, Jinglei Mesholam-Gately, Raquelle I. Lewandowski, Kathryn E. Holt, Daphne J. Keshavan, Matcheri S. Pantelis, Christos Öngür, Dost Breier, Alan Cairns, Murray J. Shenton, Martha E. Zalesky, Andrew |
author_facet | Di Biase, Maria A. Geaghan, Michael P. Reay, William R. Seidlitz, Jakob Weickert, Cynthia Shannon Pébay, Alice Green, Melissa J. Quidé, Yann Atkins, Joshua R. Coleman, Michael J. Bouix, Sylvain Knyazhanskaya, Evdokiya E. Lyall, Amanda E. Pasternak, Ofer Kubicki, Marek Rathi, Yogesh Visco, Andrew Gaunnac, Megan Lv, Jinglei Mesholam-Gately, Raquelle I. Lewandowski, Kathryn E. Holt, Daphne J. Keshavan, Matcheri S. Pantelis, Christos Öngür, Dost Breier, Alan Cairns, Murray J. Shenton, Martha E. Zalesky, Andrew |
author_sort | Di Biase, Maria A. |
collection | PubMed |
description | Brain morphology differs markedly between individuals with schizophrenia, but the cellular and genetic basis of this heterogeneity is poorly understood. Here, we sought to determine whether cortical thickness (CTh) heterogeneity in schizophrenia relates to interregional variation in distinct neural cell types, as inferred from established gene expression data and person-specific genomic variation. This study comprised 1849 participants in total, including a discovery (140 cases and 1267 controls) and a validation cohort (335 cases and 185 controls). To characterize CTh heterogeneity, normative ranges were established for 34 cortical regions and the extent of deviation from these ranges was measured for each individual with schizophrenia. CTh deviations were explained by interregional gene expression levels of five out of seven neural cell types examined: (1) astrocytes; (2) endothelial cells; (3) oligodendrocyte progenitor cells (OPCs); (4) excitatory neurons; and (5) inhibitory neurons. Regional alignment between CTh alterations with cell type transcriptional maps distinguished broad patient subtypes, which were validated against genomic data drawn from the same individuals. In a predominantly neuronal/endothelial subtype (22% of patients), CTh deviations covaried with polygenic risk for schizophrenia (sczPRS) calculated specifically from genes marking neuronal and endothelial cells (r = −0.40, p = 0.010). Whereas, in a predominantly glia/OPC subtype (43% of patients), CTh deviations covaried with sczPRS calculated from glia and OPC-linked genes (r = −0.30, p = 0.028). This multi-scale analysis of genomic, transcriptomic, and brain phenotypic data may indicate that CTh heterogeneity in schizophrenia relates to inter-individual variation in cell-type specific functions. Decomposing heterogeneity in relation to cortical cell types enables prioritization of schizophrenia subsets for future disease modeling efforts. |
format | Online Article Text |
id | pubmed-9126812 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91268122022-05-25 Cell type-specific manifestations of cortical thickness heterogeneity in schizophrenia Di Biase, Maria A. Geaghan, Michael P. Reay, William R. Seidlitz, Jakob Weickert, Cynthia Shannon Pébay, Alice Green, Melissa J. Quidé, Yann Atkins, Joshua R. Coleman, Michael J. Bouix, Sylvain Knyazhanskaya, Evdokiya E. Lyall, Amanda E. Pasternak, Ofer Kubicki, Marek Rathi, Yogesh Visco, Andrew Gaunnac, Megan Lv, Jinglei Mesholam-Gately, Raquelle I. Lewandowski, Kathryn E. Holt, Daphne J. Keshavan, Matcheri S. Pantelis, Christos Öngür, Dost Breier, Alan Cairns, Murray J. Shenton, Martha E. Zalesky, Andrew Mol Psychiatry Article Brain morphology differs markedly between individuals with schizophrenia, but the cellular and genetic basis of this heterogeneity is poorly understood. Here, we sought to determine whether cortical thickness (CTh) heterogeneity in schizophrenia relates to interregional variation in distinct neural cell types, as inferred from established gene expression data and person-specific genomic variation. This study comprised 1849 participants in total, including a discovery (140 cases and 1267 controls) and a validation cohort (335 cases and 185 controls). To characterize CTh heterogeneity, normative ranges were established for 34 cortical regions and the extent of deviation from these ranges was measured for each individual with schizophrenia. CTh deviations were explained by interregional gene expression levels of five out of seven neural cell types examined: (1) astrocytes; (2) endothelial cells; (3) oligodendrocyte progenitor cells (OPCs); (4) excitatory neurons; and (5) inhibitory neurons. Regional alignment between CTh alterations with cell type transcriptional maps distinguished broad patient subtypes, which were validated against genomic data drawn from the same individuals. In a predominantly neuronal/endothelial subtype (22% of patients), CTh deviations covaried with polygenic risk for schizophrenia (sczPRS) calculated specifically from genes marking neuronal and endothelial cells (r = −0.40, p = 0.010). Whereas, in a predominantly glia/OPC subtype (43% of patients), CTh deviations covaried with sczPRS calculated from glia and OPC-linked genes (r = −0.30, p = 0.028). This multi-scale analysis of genomic, transcriptomic, and brain phenotypic data may indicate that CTh heterogeneity in schizophrenia relates to inter-individual variation in cell-type specific functions. Decomposing heterogeneity in relation to cortical cell types enables prioritization of schizophrenia subsets for future disease modeling efforts. Nature Publishing Group UK 2022-02-10 2022 /pmc/articles/PMC9126812/ /pubmed/35145230 http://dx.doi.org/10.1038/s41380-022-01460-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Di Biase, Maria A. Geaghan, Michael P. Reay, William R. Seidlitz, Jakob Weickert, Cynthia Shannon Pébay, Alice Green, Melissa J. Quidé, Yann Atkins, Joshua R. Coleman, Michael J. Bouix, Sylvain Knyazhanskaya, Evdokiya E. Lyall, Amanda E. Pasternak, Ofer Kubicki, Marek Rathi, Yogesh Visco, Andrew Gaunnac, Megan Lv, Jinglei Mesholam-Gately, Raquelle I. Lewandowski, Kathryn E. Holt, Daphne J. Keshavan, Matcheri S. Pantelis, Christos Öngür, Dost Breier, Alan Cairns, Murray J. Shenton, Martha E. Zalesky, Andrew Cell type-specific manifestations of cortical thickness heterogeneity in schizophrenia |
title | Cell type-specific manifestations of cortical thickness heterogeneity in schizophrenia |
title_full | Cell type-specific manifestations of cortical thickness heterogeneity in schizophrenia |
title_fullStr | Cell type-specific manifestations of cortical thickness heterogeneity in schizophrenia |
title_full_unstemmed | Cell type-specific manifestations of cortical thickness heterogeneity in schizophrenia |
title_short | Cell type-specific manifestations of cortical thickness heterogeneity in schizophrenia |
title_sort | cell type-specific manifestations of cortical thickness heterogeneity in schizophrenia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9126812/ https://www.ncbi.nlm.nih.gov/pubmed/35145230 http://dx.doi.org/10.1038/s41380-022-01460-7 |
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