Effects of gene dosage on cognitive ability: A function-based association study across brain and non-brain processes
Copy-number variants (CNVs) that increase the risk for neurodevelopmental disorders also affect cognitive ability. However, such CNVs remain challenging to study due to their scarcity, limiting our understanding of gene-dosage-sensitive biological processes linked to cognitive ability. We performed...
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creator | Huguet, Guillaume Renne, Thomas Poulain, Cécile Dubuc, Alma Kumar, Kuldeep Kazem, Sayeh Engchuan, Worrawat Shanta, Omar Douard, Elise Proulx, Catherine Jean-Louis, Martineau Saci, Zohra Mollon, Josephine Schultz, Laura M. Knowles, Emma E.M. Cox, Simon R. Porteous, David Davies, Gail Redmond, Paul Harris, Sarah E. Schumann, Gunter Dumas, Guillaume Labbe, Aurélie Pausova, Zdenka Paus, Tomas Scherer, Stephen W. Sebat, Jonathan Almasy, Laura Glahn, David C. Jacquemont, Sébastien |
description | Copy-number variants (CNVs) that increase the risk for neurodevelopmental disorders also affect cognitive ability. However, such CNVs remain challenging to study due to their scarcity, limiting our understanding of gene-dosage-sensitive biological processes linked to cognitive ability. We performed a genome-wide association study (GWAS) in 258,292 individuals, which identified—for the first time—a duplication at 2q12.3 associated with higher cognitive performance. We developed a functional-burden analysis, which tested the association between cognition and CNVs disrupting 6,502 gene sets biologically defined across tissues, cell types, and ontologies. Among those, 864 gene sets were associated with cognition, and effect sizes of deletion and duplication were negatively correlated. The latter suggested that functions across all biological processes were sensitive to either deletions (e.g., subcortical regions, postsynaptic) or duplications (e.g., cerebral cortex, presynaptic). Associations between non-brain tissues and cognition were driven partly by constrained genes, which may shed light on medical comorbidities in neurodevelopmental disorders.
[Display omitted]
•CNV-GWAS reveals the first positive impact on cognition for the 2q12.3 duplication•The effects of deletions/duplications on cognitive ability are negatively correlated•A new metric, tagDS, defines the gene-dosage-effect specificity of any set of genes•Significant impact of genes expressed in non-brain tissues on cognitive ability
Copy-number variants are major contributors to neurodevelopmental disorders and are associated with lower cognition. Huguet et al. identified a duplication increasing cognitive ability. They highlighted that genes of many biological processes had unbalanced gene-dosage sensitivity toward deletions or duplications for both brain and non-brain functions. |
doi_str_mv | 10.1016/j.xgen.2024.100721 |
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[Display omitted]
•CNV-GWAS reveals the first positive impact on cognition for the 2q12.3 duplication•The effects of deletions/duplications on cognitive ability are negatively correlated•A new metric, tagDS, defines the gene-dosage-effect specificity of any set of genes•Significant impact of genes expressed in non-brain tissues on cognitive ability
Copy-number variants are major contributors to neurodevelopmental disorders and are associated with lower cognition. Huguet et al. identified a duplication increasing cognitive ability. They highlighted that genes of many biological processes had unbalanced gene-dosage sensitivity toward deletions or duplications for both brain and non-brain functions.</description><identifier>ISSN: 2666-979X</identifier><identifier>EISSN: 2666-979X</identifier><identifier>DOI: 10.1016/j.xgen.2024.100721</identifier><identifier>PMID: 39667348</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adult ; Brain - metabolism ; burden association ; CNV-GWAS ; Cognition - physiology ; cognitive ability ; copy-number variants ; DNA Copy Number Variations - genetics ; Female ; Gene Dosage ; Gene Ontology ; genetic constraint ; Genome-Wide Association Study ; Humans ; Male ; transcriptomic</subject><ispartof>Cell genomics, 2024-12, Vol.4 (12), p.100721, Article 100721</ispartof><rights>2024 The Authors</rights><rights>Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0002-4746-6030</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,864,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39667348$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Huguet, Guillaume</creatorcontrib><creatorcontrib>Renne, Thomas</creatorcontrib><creatorcontrib>Poulain, Cécile</creatorcontrib><creatorcontrib>Dubuc, Alma</creatorcontrib><creatorcontrib>Kumar, Kuldeep</creatorcontrib><creatorcontrib>Kazem, Sayeh</creatorcontrib><creatorcontrib>Engchuan, Worrawat</creatorcontrib><creatorcontrib>Shanta, Omar</creatorcontrib><creatorcontrib>Douard, Elise</creatorcontrib><creatorcontrib>Proulx, Catherine</creatorcontrib><creatorcontrib>Jean-Louis, Martineau</creatorcontrib><creatorcontrib>Saci, Zohra</creatorcontrib><creatorcontrib>Mollon, Josephine</creatorcontrib><creatorcontrib>Schultz, Laura M.</creatorcontrib><creatorcontrib>Knowles, Emma E.M.</creatorcontrib><creatorcontrib>Cox, Simon R.</creatorcontrib><creatorcontrib>Porteous, David</creatorcontrib><creatorcontrib>Davies, Gail</creatorcontrib><creatorcontrib>Redmond, Paul</creatorcontrib><creatorcontrib>Harris, Sarah E.</creatorcontrib><creatorcontrib>Schumann, Gunter</creatorcontrib><creatorcontrib>Dumas, Guillaume</creatorcontrib><creatorcontrib>Labbe, Aurélie</creatorcontrib><creatorcontrib>Pausova, Zdenka</creatorcontrib><creatorcontrib>Paus, Tomas</creatorcontrib><creatorcontrib>Scherer, Stephen W.</creatorcontrib><creatorcontrib>Sebat, Jonathan</creatorcontrib><creatorcontrib>Almasy, Laura</creatorcontrib><creatorcontrib>Glahn, David C.</creatorcontrib><creatorcontrib>Jacquemont, Sébastien</creatorcontrib><title>Effects of gene dosage on cognitive ability: A function-based association study across brain and non-brain processes</title><title>Cell genomics</title><addtitle>Cell Genom</addtitle><description>Copy-number variants (CNVs) that increase the risk for neurodevelopmental disorders also affect cognitive ability. However, such CNVs remain challenging to study due to their scarcity, limiting our understanding of gene-dosage-sensitive biological processes linked to cognitive ability. We performed a genome-wide association study (GWAS) in 258,292 individuals, which identified—for the first time—a duplication at 2q12.3 associated with higher cognitive performance. We developed a functional-burden analysis, which tested the association between cognition and CNVs disrupting 6,502 gene sets biologically defined across tissues, cell types, and ontologies. Among those, 864 gene sets were associated with cognition, and effect sizes of deletion and duplication were negatively correlated. The latter suggested that functions across all biological processes were sensitive to either deletions (e.g., subcortical regions, postsynaptic) or duplications (e.g., cerebral cortex, presynaptic). Associations between non-brain tissues and cognition were driven partly by constrained genes, which may shed light on medical comorbidities in neurodevelopmental disorders.
[Display omitted]
•CNV-GWAS reveals the first positive impact on cognition for the 2q12.3 duplication•The effects of deletions/duplications on cognitive ability are negatively correlated•A new metric, tagDS, defines the gene-dosage-effect specificity of any set of genes•Significant impact of genes expressed in non-brain tissues on cognitive ability
Copy-number variants are major contributors to neurodevelopmental disorders and are associated with lower cognition. Huguet et al. identified a duplication increasing cognitive ability. They highlighted that genes of many biological processes had unbalanced gene-dosage sensitivity toward deletions or duplications for both brain and non-brain functions.</description><subject>Adult</subject><subject>Brain - metabolism</subject><subject>burden association</subject><subject>CNV-GWAS</subject><subject>Cognition - physiology</subject><subject>cognitive ability</subject><subject>copy-number variants</subject><subject>DNA Copy Number Variations - genetics</subject><subject>Female</subject><subject>Gene Dosage</subject><subject>Gene Ontology</subject><subject>genetic constraint</subject><subject>Genome-Wide Association Study</subject><subject>Humans</subject><subject>Male</subject><subject>transcriptomic</subject><issn>2666-979X</issn><issn>2666-979X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpNkU1LxDAQhoMoruj-AQ-So5eu-WjTRryI-AWCFwVvIU2mS5bdRDutuP_e1FXwNDMvDzPD-xJyytmCM64uVouvJcSFYKLMAqsF3yNHQilV6Fq_7f_rZ2SOuGKMiWYC5SGZSa1ULcvmiAy3XQduQJo6mvcB9QntEmiK1KVlDEP4BGrbsA7D9pJe026MbggpFq1F8NQiJhfspFAcRr-l1vUJkba9DZHa6Gmc4J_pvU8OEAFPyEFn1wjz33pMXu9uX24eiqfn-8eb66cCeCV54UvLqkpopTumGi80gC9zra1vGlm7suaycY0QVilmWyUqJQVvGK-lZ5Xm8pic7_bmyx8j4GA2AR2s1zZCGtFIXmaTpNQ6o2e_6NhuwJv3PmxsvzV_TmXgagdAfvgzQG_QBYgOfOizgcanYDgzUzZmZaZszJSN2WUjvwEyzIDW</recordid><startdate>20241211</startdate><enddate>20241211</enddate><creator>Huguet, Guillaume</creator><creator>Renne, Thomas</creator><creator>Poulain, Cécile</creator><creator>Dubuc, Alma</creator><creator>Kumar, Kuldeep</creator><creator>Kazem, Sayeh</creator><creator>Engchuan, Worrawat</creator><creator>Shanta, Omar</creator><creator>Douard, Elise</creator><creator>Proulx, Catherine</creator><creator>Jean-Louis, Martineau</creator><creator>Saci, Zohra</creator><creator>Mollon, Josephine</creator><creator>Schultz, Laura M.</creator><creator>Knowles, Emma E.M.</creator><creator>Cox, Simon R.</creator><creator>Porteous, David</creator><creator>Davies, Gail</creator><creator>Redmond, Paul</creator><creator>Harris, Sarah E.</creator><creator>Schumann, Gunter</creator><creator>Dumas, Guillaume</creator><creator>Labbe, Aurélie</creator><creator>Pausova, Zdenka</creator><creator>Paus, Tomas</creator><creator>Scherer, Stephen W.</creator><creator>Sebat, Jonathan</creator><creator>Almasy, Laura</creator><creator>Glahn, David C.</creator><creator>Jacquemont, Sébastien</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-4746-6030</orcidid></search><sort><creationdate>20241211</creationdate><title>Effects of gene dosage on cognitive ability: A function-based association study across brain and non-brain processes</title><author>Huguet, Guillaume ; 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However, such CNVs remain challenging to study due to their scarcity, limiting our understanding of gene-dosage-sensitive biological processes linked to cognitive ability. We performed a genome-wide association study (GWAS) in 258,292 individuals, which identified—for the first time—a duplication at 2q12.3 associated with higher cognitive performance. We developed a functional-burden analysis, which tested the association between cognition and CNVs disrupting 6,502 gene sets biologically defined across tissues, cell types, and ontologies. Among those, 864 gene sets were associated with cognition, and effect sizes of deletion and duplication were negatively correlated. The latter suggested that functions across all biological processes were sensitive to either deletions (e.g., subcortical regions, postsynaptic) or duplications (e.g., cerebral cortex, presynaptic). Associations between non-brain tissues and cognition were driven partly by constrained genes, which may shed light on medical comorbidities in neurodevelopmental disorders.
[Display omitted]
•CNV-GWAS reveals the first positive impact on cognition for the 2q12.3 duplication•The effects of deletions/duplications on cognitive ability are negatively correlated•A new metric, tagDS, defines the gene-dosage-effect specificity of any set of genes•Significant impact of genes expressed in non-brain tissues on cognitive ability
Copy-number variants are major contributors to neurodevelopmental disorders and are associated with lower cognition. Huguet et al. identified a duplication increasing cognitive ability. They highlighted that genes of many biological processes had unbalanced gene-dosage sensitivity toward deletions or duplications for both brain and non-brain functions.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>39667348</pmid><doi>10.1016/j.xgen.2024.100721</doi><orcidid>https://orcid.org/0000-0002-4746-6030</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Brain - metabolism burden association CNV-GWAS Cognition - physiology cognitive ability copy-number variants DNA Copy Number Variations - genetics Female Gene Dosage Gene Ontology genetic constraint Genome-Wide Association Study Humans Male transcriptomic |
title | Effects of gene dosage on cognitive ability: A function-based association study across brain and non-brain processes |
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