Cortical thickness differences are associated with cellular component morphogenesis of astrocytes and excitatory neurons in nonsuicidal self-injuring youth
Nonsuicidal self-injury (NSSI) generally occurs in youth and probably progresses to suicide. An examination of cortical thickness differences (ΔCT) between NSSI individuals and controls is crucial to investigate potential neurobiological correlates. Notably, ΔCT are influenced by specific genetic fa...
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Veröffentlicht in: | Cerebral cortex (New York, N.Y. 1991) N.Y. 1991), 2023-01, Vol.33 (3), p.811-822 |
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creator | Cai, Suping Guo, Zitong Wang, Xuwen Huang, Kexin Yuan, Kai Huang, Liyu |
description | Nonsuicidal self-injury (NSSI) generally occurs in youth and probably progresses to suicide. An examination of cortical thickness differences (ΔCT) between NSSI individuals and controls is crucial to investigate potential neurobiological correlates. Notably, ΔCT are influenced by specific genetic factors, and a large proportion of cortical thinning is associated with the expression of genes that overlap in astrocytes and pyramidal cells. However, in NSSI youth, the mechanisms underlying the relations between the genetic and cell type-specific transcriptional signatures to ΔCT are unclear. Here, we studied the genetic association of ΔCT in NSSI youth by performing a partial least-squares regression (PLSR) analysis of gene expression data and 3D-T1 brain images of 45 NSSI youth and 75 controls. We extracted the top-10 Gene Ontology terms for the enrichment results of upregulated PLS component 1 genes related to ΔCT to conduct the cell-type classification and enrichment analysis. Enrichment of cell type-specific genes shows that cellular component morphogenesis of astrocytes and excitatory neurons accounts for the observed NSSI-specific ΔCT. We validated the main results in independent datasets to verify the robustness and specificity. We concluded that the brain ΔCT is associated with cellular component morphogenesis of astrocytes and excitatory neurons in NSSI youth. |
doi_str_mv | 10.1093/cercor/bhac103 |
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An examination of cortical thickness differences (ΔCT) between NSSI individuals and controls is crucial to investigate potential neurobiological correlates. Notably, ΔCT are influenced by specific genetic factors, and a large proportion of cortical thinning is associated with the expression of genes that overlap in astrocytes and pyramidal cells. However, in NSSI youth, the mechanisms underlying the relations between the genetic and cell type-specific transcriptional signatures to ΔCT are unclear. Here, we studied the genetic association of ΔCT in NSSI youth by performing a partial least-squares regression (PLSR) analysis of gene expression data and 3D-T1 brain images of 45 NSSI youth and 75 controls. We extracted the top-10 Gene Ontology terms for the enrichment results of upregulated PLS component 1 genes related to ΔCT to conduct the cell-type classification and enrichment analysis. Enrichment of cell type-specific genes shows that cellular component morphogenesis of astrocytes and excitatory neurons accounts for the observed NSSI-specific ΔCT. We validated the main results in independent datasets to verify the robustness and specificity. We concluded that the brain ΔCT is associated with cellular component morphogenesis of astrocytes and excitatory neurons in NSSI youth.</description><identifier>ISSN: 1047-3211</identifier><identifier>EISSN: 1460-2199</identifier><identifier>DOI: 10.1093/cercor/bhac103</identifier><identifier>PMID: 35253859</identifier><language>eng</language><publisher>United States</publisher><subject>Adolescent ; Astrocytes ; Brain ; Humans ; Morphogenesis ; Neurons ; Self-Injurious Behavior</subject><ispartof>Cerebral cortex (New York, N.Y. 1991), 2023-01, Vol.33 (3), p.811-822</ispartof><rights>The Author(s) 2022. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permission@oup.com.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c295t-2d5c3992ccbdc5873a27aa94b84ec0c9db76a351c35fa45c3aa94d77cb690d1e3</citedby><cites>FETCH-LOGICAL-c295t-2d5c3992ccbdc5873a27aa94b84ec0c9db76a351c35fa45c3aa94d77cb690d1e3</cites><orcidid>0000-0002-3098-1124 ; 0000-0001-8605-0874 ; 0000-0001-6534-2712</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35253859$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Cai, Suping</creatorcontrib><creatorcontrib>Guo, Zitong</creatorcontrib><creatorcontrib>Wang, Xuwen</creatorcontrib><creatorcontrib>Huang, Kexin</creatorcontrib><creatorcontrib>Yuan, Kai</creatorcontrib><creatorcontrib>Huang, Liyu</creatorcontrib><title>Cortical thickness differences are associated with cellular component morphogenesis of astrocytes and excitatory neurons in nonsuicidal self-injuring youth</title><title>Cerebral cortex (New York, N.Y. 1991)</title><addtitle>Cereb Cortex</addtitle><description>Nonsuicidal self-injury (NSSI) generally occurs in youth and probably progresses to suicide. An examination of cortical thickness differences (ΔCT) between NSSI individuals and controls is crucial to investigate potential neurobiological correlates. Notably, ΔCT are influenced by specific genetic factors, and a large proportion of cortical thinning is associated with the expression of genes that overlap in astrocytes and pyramidal cells. However, in NSSI youth, the mechanisms underlying the relations between the genetic and cell type-specific transcriptional signatures to ΔCT are unclear. Here, we studied the genetic association of ΔCT in NSSI youth by performing a partial least-squares regression (PLSR) analysis of gene expression data and 3D-T1 brain images of 45 NSSI youth and 75 controls. We extracted the top-10 Gene Ontology terms for the enrichment results of upregulated PLS component 1 genes related to ΔCT to conduct the cell-type classification and enrichment analysis. Enrichment of cell type-specific genes shows that cellular component morphogenesis of astrocytes and excitatory neurons accounts for the observed NSSI-specific ΔCT. We validated the main results in independent datasets to verify the robustness and specificity. We concluded that the brain ΔCT is associated with cellular component morphogenesis of astrocytes and excitatory neurons in NSSI youth.</description><subject>Adolescent</subject><subject>Astrocytes</subject><subject>Brain</subject><subject>Humans</subject><subject>Morphogenesis</subject><subject>Neurons</subject><subject>Self-Injurious Behavior</subject><issn>1047-3211</issn><issn>1460-2199</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNo9kUtv2zAQhImgQZzXNceCx16U8CGK5rEwmjZAgF6Ss0AtVxEdiXRJCq1_S_5sZdjtaRbYb2axGELuOLvnzMgHwAQxPXSDBc7kGbnkdcMqwY35tMys1pUUnK_IVc5bxrgWSlyQlVRCybUyl-RjE1PxYEdaBg_vAXOmzvc9JgyAmdqE1OYcwduCjv72ZaCA4ziPNlGI0y4GDIVOMe2G-IaL32ca-8VTUoR9OUQER_EP-GJLTHsacE4xZOoDDYvOHrxbzmcc-8qH7Zx8eKP7OJfhhpz3dsx4e9Jr8vr47WXzo3r--f1p8_W5AmFUqYRTII0RAJ0DtdbSCm2tqbt1jcDAuE43VioOUvW2XtjD0mkNXWOY4yivyZdj7i7FXzPm0k4-H560AeOcW9HIZq21kmJB748opJhzwr7dJT_ZtG85aw-FtMdC2lMhi-HzKXvuJnT_8X8NyL9rco9I</recordid><startdate>20230105</startdate><enddate>20230105</enddate><creator>Cai, Suping</creator><creator>Guo, Zitong</creator><creator>Wang, Xuwen</creator><creator>Huang, Kexin</creator><creator>Yuan, Kai</creator><creator>Huang, Liyu</creator><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><orcidid>https://orcid.org/0000-0002-3098-1124</orcidid><orcidid>https://orcid.org/0000-0001-8605-0874</orcidid><orcidid>https://orcid.org/0000-0001-6534-2712</orcidid></search><sort><creationdate>20230105</creationdate><title>Cortical thickness differences are associated with cellular component morphogenesis of astrocytes and excitatory neurons in nonsuicidal self-injuring youth</title><author>Cai, Suping ; Guo, Zitong ; Wang, Xuwen ; Huang, Kexin ; Yuan, Kai ; Huang, Liyu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c295t-2d5c3992ccbdc5873a27aa94b84ec0c9db76a351c35fa45c3aa94d77cb690d1e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Adolescent</topic><topic>Astrocytes</topic><topic>Brain</topic><topic>Humans</topic><topic>Morphogenesis</topic><topic>Neurons</topic><topic>Self-Injurious Behavior</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cai, Suping</creatorcontrib><creatorcontrib>Guo, Zitong</creatorcontrib><creatorcontrib>Wang, Xuwen</creatorcontrib><creatorcontrib>Huang, Kexin</creatorcontrib><creatorcontrib>Yuan, Kai</creatorcontrib><creatorcontrib>Huang, Liyu</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>Cai, Suping</au><au>Guo, Zitong</au><au>Wang, Xuwen</au><au>Huang, Kexin</au><au>Yuan, Kai</au><au>Huang, Liyu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Cortical thickness differences are associated with cellular component morphogenesis of astrocytes and excitatory neurons in nonsuicidal self-injuring youth</atitle><jtitle>Cerebral cortex (New York, N.Y. 1991)</jtitle><addtitle>Cereb Cortex</addtitle><date>2023-01-05</date><risdate>2023</risdate><volume>33</volume><issue>3</issue><spage>811</spage><epage>822</epage><pages>811-822</pages><issn>1047-3211</issn><eissn>1460-2199</eissn><abstract>Nonsuicidal self-injury (NSSI) generally occurs in youth and probably progresses to suicide. An examination of cortical thickness differences (ΔCT) between NSSI individuals and controls is crucial to investigate potential neurobiological correlates. Notably, ΔCT are influenced by specific genetic factors, and a large proportion of cortical thinning is associated with the expression of genes that overlap in astrocytes and pyramidal cells. However, in NSSI youth, the mechanisms underlying the relations between the genetic and cell type-specific transcriptional signatures to ΔCT are unclear. Here, we studied the genetic association of ΔCT in NSSI youth by performing a partial least-squares regression (PLSR) analysis of gene expression data and 3D-T1 brain images of 45 NSSI youth and 75 controls. We extracted the top-10 Gene Ontology terms for the enrichment results of upregulated PLS component 1 genes related to ΔCT to conduct the cell-type classification and enrichment analysis. Enrichment of cell type-specific genes shows that cellular component morphogenesis of astrocytes and excitatory neurons accounts for the observed NSSI-specific ΔCT. We validated the main results in independent datasets to verify the robustness and specificity. We concluded that the brain ΔCT is associated with cellular component morphogenesis of astrocytes and excitatory neurons in NSSI youth.</abstract><cop>United States</cop><pmid>35253859</pmid><doi>10.1093/cercor/bhac103</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-3098-1124</orcidid><orcidid>https://orcid.org/0000-0001-8605-0874</orcidid><orcidid>https://orcid.org/0000-0001-6534-2712</orcidid></addata></record> |
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source | Oxford University Press Journals All Titles (1996-Current); MEDLINE; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Alma/SFX Local Collection |
subjects | Adolescent Astrocytes Brain Humans Morphogenesis Neurons Self-Injurious Behavior |
title | Cortical thickness differences are associated with cellular component morphogenesis of astrocytes and excitatory neurons in nonsuicidal self-injuring youth |
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