Individual-Level Identification of Gene Expression Associated with Volume Differences among Neocortical Areas

Abstract The human cerebral cortex is the source of many complex behaviors and is a vulnerable target of various neuropsychiatric disorders, but transcriptional profiles linked to cerebral cortical volume (CCV) differences across brain areas remain unknown. Here, we screened CCV-related genes using...

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Veröffentlicht in:Cerebral cortex (New York, N.Y. 1991) N.Y. 1991), 2020-05, Vol.30 (6), p.3655-3666
Hauptverfasser: Fu, Jilian, Liu, Feng, Qin, Wen, Xu, Qiang, Yu, Chunshui
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container_issue 6
container_start_page 3655
container_title Cerebral cortex (New York, N.Y. 1991)
container_volume 30
creator Fu, Jilian
Liu, Feng
Qin, Wen
Xu, Qiang
Yu, Chunshui
description Abstract The human cerebral cortex is the source of many complex behaviors and is a vulnerable target of various neuropsychiatric disorders, but transcriptional profiles linked to cerebral cortical volume (CCV) differences across brain areas remain unknown. Here, we screened CCV-related genes using an across-sample spatial correlation analysis in 6 postmortem brains and then individually validated these correlations in 1091 subjects with different ages and ethnicities. We identified 62 genes whose transcriptional profiles were repeatedly associated with CCV in more than 90% of individuals. CCV-related genes were specifically expressed in neurons and in developmental periods from middle childhood to young adulthood, were enriched in ion channels and developmental processes, and showed significant overlap with genes linked to brain functional activity and mental disorders. The identified genes represent the conserved transcriptional architecture of the human cerebral cortex, suggesting a link between conserved gene transcription and neocortical structural properties.
doi_str_mv 10.1093/cercor/bhz333
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Here, we screened CCV-related genes using an across-sample spatial correlation analysis in 6 postmortem brains and then individually validated these correlations in 1091 subjects with different ages and ethnicities. We identified 62 genes whose transcriptional profiles were repeatedly associated with CCV in more than 90% of individuals. CCV-related genes were specifically expressed in neurons and in developmental periods from middle childhood to young adulthood, were enriched in ion channels and developmental processes, and showed significant overlap with genes linked to brain functional activity and mental disorders. The identified genes represent the conserved transcriptional architecture of the human cerebral cortex, suggesting a link between conserved gene transcription and neocortical structural properties.</description><identifier>ISSN: 1047-3211</identifier><identifier>EISSN: 1460-2199</identifier><identifier>DOI: 10.1093/cercor/bhz333</identifier><identifier>PMID: 32186704</identifier><language>eng</language><publisher>United States: Oxford University Press</publisher><subject>Adolescent ; Adult ; Aged ; Aged, 80 and over ; Cerebral Cortex - anatomy &amp; histology ; Cerebral Cortex - diagnostic imaging ; Cerebral Cortex - growth &amp; development ; Cerebral Cortex - metabolism ; Female ; Gene Expression ; Gene Expression Regulation, Developmental ; Humans ; Magnetic Resonance Imaging ; Male ; Middle Aged ; Neocortex - anatomy &amp; histology ; Neocortex - diagnostic imaging ; Neocortex - growth &amp; development ; Neocortex - metabolism ; Neurons - metabolism ; Organ Size - genetics ; Spatio-Temporal Analysis ; Young Adult</subject><ispartof>Cerebral cortex (New York, N.Y. 1991), 2020-05, Vol.30 (6), p.3655-3666</ispartof><rights>The Author(s) 2020. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permission@oup.com 2020</rights><rights>The Author(s) 2020. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permission@oup.com.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c365t-e9eb417c09205b1939fe83cd0a1b475ee49fbb5dd55f8cd9b6bb259b027df5753</citedby><cites>FETCH-LOGICAL-c365t-e9eb417c09205b1939fe83cd0a1b475ee49fbb5dd55f8cd9b6bb259b027df5753</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,1584,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32186704$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Fu, Jilian</creatorcontrib><creatorcontrib>Liu, Feng</creatorcontrib><creatorcontrib>Qin, Wen</creatorcontrib><creatorcontrib>Xu, Qiang</creatorcontrib><creatorcontrib>Yu, Chunshui</creatorcontrib><creatorcontrib>Alzheimer’s Disease Neuroimaging Initiative (ADNI)</creatorcontrib><creatorcontrib>Alzheimer’s Disease Neuroimaging Initiative (ADNI)</creatorcontrib><title>Individual-Level Identification of Gene Expression Associated with Volume Differences among Neocortical Areas</title><title>Cerebral cortex (New York, N.Y. 1991)</title><addtitle>Cereb Cortex</addtitle><description>Abstract The human cerebral cortex is the source of many complex behaviors and is a vulnerable target of various neuropsychiatric disorders, but transcriptional profiles linked to cerebral cortical volume (CCV) differences across brain areas remain unknown. Here, we screened CCV-related genes using an across-sample spatial correlation analysis in 6 postmortem brains and then individually validated these correlations in 1091 subjects with different ages and ethnicities. We identified 62 genes whose transcriptional profiles were repeatedly associated with CCV in more than 90% of individuals. CCV-related genes were specifically expressed in neurons and in developmental periods from middle childhood to young adulthood, were enriched in ion channels and developmental processes, and showed significant overlap with genes linked to brain functional activity and mental disorders. The identified genes represent the conserved transcriptional architecture of the human cerebral cortex, suggesting a link between conserved gene transcription and neocortical structural properties.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Cerebral Cortex - anatomy &amp; histology</subject><subject>Cerebral Cortex - diagnostic imaging</subject><subject>Cerebral Cortex - growth &amp; development</subject><subject>Cerebral Cortex - metabolism</subject><subject>Female</subject><subject>Gene Expression</subject><subject>Gene Expression Regulation, Developmental</subject><subject>Humans</subject><subject>Magnetic Resonance Imaging</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Neocortex - anatomy &amp; histology</subject><subject>Neocortex - diagnostic imaging</subject><subject>Neocortex - growth &amp; development</subject><subject>Neocortex - metabolism</subject><subject>Neurons - metabolism</subject><subject>Organ Size - genetics</subject><subject>Spatio-Temporal Analysis</subject><subject>Young Adult</subject><issn>1047-3211</issn><issn>1460-2199</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkD1PwzAQhi0EolAYWZFHllA7jpt4rEoplSpYgDXyx5kaJXGxk_Lx60nVAiPTnV49eu_0IHRByTUlgo00BO3DSK2-GGMH6IRmY5KkVIjDfidZnrCU0gE6jfGVEJqnPD1Ggz4rxjnJTlC9aIzbONPJKlnCBiq8MNC0zjotW-cb7C2eQwN49rEOEOM2msTotZMtGPzu2hV-9lVXA75x1kKARkPEsvbNC74H3__W9lUVngSQ8QwdWVlFON_PIXq6nT1O75Llw3wxnSwTzca8TUCAymiuiUgJV1QwYaFg2hBJVZZzgExYpbgxnNtCG6HGSqVcKJLmxvKcsyG62vWug3_rILZl7aKGqpIN-C6WKcuLQmzJHk12qA4-xgC2XAdXy_BZUlJuDZc7w-XOcM9f7qs7VYP5pX-U_t323fqfrm-kNYju</recordid><startdate>20200518</startdate><enddate>20200518</enddate><creator>Fu, Jilian</creator><creator>Liu, Feng</creator><creator>Qin, Wen</creator><creator>Xu, Qiang</creator><creator>Yu, Chunshui</creator><general>Oxford University Press</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20200518</creationdate><title>Individual-Level Identification of Gene Expression Associated with Volume Differences among Neocortical Areas</title><author>Fu, Jilian ; Liu, Feng ; Qin, Wen ; Xu, Qiang ; Yu, Chunshui</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c365t-e9eb417c09205b1939fe83cd0a1b475ee49fbb5dd55f8cd9b6bb259b027df5753</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Cerebral Cortex - anatomy &amp; histology</topic><topic>Cerebral Cortex - diagnostic imaging</topic><topic>Cerebral Cortex - growth &amp; development</topic><topic>Cerebral Cortex - metabolism</topic><topic>Female</topic><topic>Gene Expression</topic><topic>Gene Expression Regulation, Developmental</topic><topic>Humans</topic><topic>Magnetic Resonance Imaging</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Neocortex - anatomy &amp; histology</topic><topic>Neocortex - diagnostic imaging</topic><topic>Neocortex - growth &amp; development</topic><topic>Neocortex - metabolism</topic><topic>Neurons - metabolism</topic><topic>Organ Size - genetics</topic><topic>Spatio-Temporal Analysis</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Fu, Jilian</creatorcontrib><creatorcontrib>Liu, Feng</creatorcontrib><creatorcontrib>Qin, Wen</creatorcontrib><creatorcontrib>Xu, Qiang</creatorcontrib><creatorcontrib>Yu, Chunshui</creatorcontrib><creatorcontrib>Alzheimer’s Disease Neuroimaging Initiative (ADNI)</creatorcontrib><creatorcontrib>Alzheimer’s Disease Neuroimaging Initiative (ADNI)</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Cerebral cortex (New York, N.Y. 1991)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Fu, Jilian</au><au>Liu, Feng</au><au>Qin, Wen</au><au>Xu, Qiang</au><au>Yu, Chunshui</au><aucorp>Alzheimer’s Disease Neuroimaging Initiative (ADNI)</aucorp><aucorp>Alzheimer’s Disease Neuroimaging Initiative (ADNI)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Individual-Level Identification of Gene Expression Associated with Volume Differences among Neocortical Areas</atitle><jtitle>Cerebral cortex (New York, N.Y. 1991)</jtitle><addtitle>Cereb Cortex</addtitle><date>2020-05-18</date><risdate>2020</risdate><volume>30</volume><issue>6</issue><spage>3655</spage><epage>3666</epage><pages>3655-3666</pages><issn>1047-3211</issn><eissn>1460-2199</eissn><abstract>Abstract The human cerebral cortex is the source of many complex behaviors and is a vulnerable target of various neuropsychiatric disorders, but transcriptional profiles linked to cerebral cortical volume (CCV) differences across brain areas remain unknown. Here, we screened CCV-related genes using an across-sample spatial correlation analysis in 6 postmortem brains and then individually validated these correlations in 1091 subjects with different ages and ethnicities. We identified 62 genes whose transcriptional profiles were repeatedly associated with CCV in more than 90% of individuals. CCV-related genes were specifically expressed in neurons and in developmental periods from middle childhood to young adulthood, were enriched in ion channels and developmental processes, and showed significant overlap with genes linked to brain functional activity and mental disorders. 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subjects Adolescent
Adult
Aged
Aged, 80 and over
Cerebral Cortex - anatomy & histology
Cerebral Cortex - diagnostic imaging
Cerebral Cortex - growth & development
Cerebral Cortex - metabolism
Female
Gene Expression
Gene Expression Regulation, Developmental
Humans
Magnetic Resonance Imaging
Male
Middle Aged
Neocortex - anatomy & histology
Neocortex - diagnostic imaging
Neocortex - growth & development
Neocortex - metabolism
Neurons - metabolism
Organ Size - genetics
Spatio-Temporal Analysis
Young Adult
title Individual-Level Identification of Gene Expression Associated with Volume Differences among Neocortical Areas
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