Cortical Surfaces Mediate the Relationship Between Polygenic Scores for Intelligence and General Intelligence

Abstract Recent large-scale, genome-wide association studies (GWAS) have identified hundreds of genetic loci associated with general intelligence. The cumulative influence of these loci on brain structure is unknown. We examined if cortical morphology mediates the relationship between GWAS-derived p...

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Veröffentlicht in:Cerebral cortex (New York, N.Y. 1991) N.Y. 1991), 2020-04, Vol.30 (4), p.2708-2719
Hauptverfasser: Lett, Tristram A, Vogel, Bob O, Ripke, Stephan, Wackerhagen, Carolin, Erk, Susanne, Awasthi, Swapnil, Trubetskoy, Vassily, Brandl, Eva J, Mohnke, Sebastian, Veer, Ilya M, Nöthen, Markus M, Rietschel, Marcella, Degenhardt, Franziska, Romanczuk-Seiferth, Nina, Witt, Stephanie H, Banaschewski, Tobias, Bokde, Arun L W, Büchel, Christian, Quinlan, Erin B, Desrivières, Sylvane, Flor, Herta, Frouin, Vincent, Garavan, Hugh, Gowland, Penny, Ittermann, Bernd, Martinot, Jean-Luc, Martinot, Marie-Laure Paillère, Nees, Frauke, Papadopoulos-Orfanos, Dimitri, Paus, Tomáš, Poustka, Luise, Fröhner, Juliane H, Smolka, Michael N, Whelan, Robert, Schumann, Gunter, Tost, Heike, Meyer-Lindenberg, Andreas, Heinz, Andreas, Walter, Henrik
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container_title Cerebral cortex (New York, N.Y. 1991)
container_volume 30
creator Lett, Tristram A
Vogel, Bob O
Ripke, Stephan
Wackerhagen, Carolin
Erk, Susanne
Awasthi, Swapnil
Trubetskoy, Vassily
Brandl, Eva J
Mohnke, Sebastian
Veer, Ilya M
Nöthen, Markus M
Rietschel, Marcella
Degenhardt, Franziska
Romanczuk-Seiferth, Nina
Witt, Stephanie H
Banaschewski, Tobias
Bokde, Arun L W
Büchel, Christian
Quinlan, Erin B
Desrivières, Sylvane
Flor, Herta
Frouin, Vincent
Garavan, Hugh
Gowland, Penny
Ittermann, Bernd
Martinot, Jean-Luc
Martinot, Marie-Laure Paillère
Nees, Frauke
Papadopoulos-Orfanos, Dimitri
Paus, Tomáš
Poustka, Luise
Fröhner, Juliane H
Smolka, Michael N
Whelan, Robert
Schumann, Gunter
Tost, Heike
Meyer-Lindenberg, Andreas
Heinz, Andreas
Walter, Henrik
description Abstract Recent large-scale, genome-wide association studies (GWAS) have identified hundreds of genetic loci associated with general intelligence. The cumulative influence of these loci on brain structure is unknown. We examined if cortical morphology mediates the relationship between GWAS-derived polygenic scores for intelligence (PSi) and g-factor. Using the effect sizes from one of the largest GWAS meta-analysis on general intelligence to date, PSi were calculated among 10 P value thresholds. PSi were assessed for the association with g-factor performance, cortical thickness (CT), and surface area (SA) in two large imaging-genetics samples (IMAGEN N = 1651; IntegraMooDS N = 742). PSi explained up to 5.1% of the variance of g-factor in IMAGEN (F1,1640 = 12.2–94.3; P 
doi_str_mv 10.1093/cercor/bhz270
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The cumulative influence of these loci on brain structure is unknown. We examined if cortical morphology mediates the relationship between GWAS-derived polygenic scores for intelligence (PSi) and g-factor. Using the effect sizes from one of the largest GWAS meta-analysis on general intelligence to date, PSi were calculated among 10 P value thresholds. PSi were assessed for the association with g-factor performance, cortical thickness (CT), and surface area (SA) in two large imaging-genetics samples (IMAGEN N = 1651; IntegraMooDS N = 742). PSi explained up to 5.1% of the variance of g-factor in IMAGEN (F1,1640 = 12.2–94.3; P &lt; 0.005), and up to 3.0% in IntegraMooDS (F1,725 = 10.0–21.0; P &lt; 0.005). The association between polygenic scores and g-factor was partially mediated by SA and CT in prefrontal, anterior cingulate, insula, and medial temporal cortices in both samples (PFWER-corrected &lt; 0.005). The variance explained by mediation was up to 0.75% in IMAGEN and 0.77% in IntegraMooDS. Our results provide evidence that cumulative genetic load influences g-factor via cortical structure. The consistency of our results across samples suggests that cortex morphology could be a novel potential biomarker for neurocognitive dysfunction that is among the most intractable psychiatric symptoms.</description><identifier>ISSN: 1047-3211</identifier><identifier>ISSN: 1460-2199</identifier><identifier>EISSN: 1460-2199</identifier><identifier>DOI: 10.1093/cercor/bhz270</identifier><identifier>PMID: 31828294</identifier><language>eng</language><publisher>United States: Oxford University Press</publisher><subject>Adolescent ; Cerebral Cortex - diagnostic imaging ; Cerebral Cortex - physiology ; Female ; Genome-Wide Association Study - methods ; Humans ; Intelligence - physiology ; Longitudinal Studies ; Male ; Multifactorial Inheritance - physiology ; Original</subject><ispartof>Cerebral cortex (New York, N.Y. 1991), 2020-04, Vol.30 (4), p.2708-2719</ispartof><rights>The Author(s) 2019. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permission@oup.com. 2019</rights><rights>The Author(s) 2019. 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-c350t-398e7db9287d44372106db827473b023f099e03cbdd8ca73ba4cb8cb2474f55f3</citedby><cites>FETCH-LOGICAL-c350t-398e7db9287d44372106db827473b023f099e03cbdd8ca73ba4cb8cb2474f55f3</cites><orcidid>0000-0002-8097-1493</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,1584,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31828294$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lett, Tristram A</creatorcontrib><creatorcontrib>Vogel, Bob O</creatorcontrib><creatorcontrib>Ripke, Stephan</creatorcontrib><creatorcontrib>Wackerhagen, Carolin</creatorcontrib><creatorcontrib>Erk, Susanne</creatorcontrib><creatorcontrib>Awasthi, Swapnil</creatorcontrib><creatorcontrib>Trubetskoy, Vassily</creatorcontrib><creatorcontrib>Brandl, Eva J</creatorcontrib><creatorcontrib>Mohnke, Sebastian</creatorcontrib><creatorcontrib>Veer, Ilya M</creatorcontrib><creatorcontrib>Nöthen, Markus M</creatorcontrib><creatorcontrib>Rietschel, Marcella</creatorcontrib><creatorcontrib>Degenhardt, Franziska</creatorcontrib><creatorcontrib>Romanczuk-Seiferth, Nina</creatorcontrib><creatorcontrib>Witt, Stephanie H</creatorcontrib><creatorcontrib>Banaschewski, Tobias</creatorcontrib><creatorcontrib>Bokde, Arun L W</creatorcontrib><creatorcontrib>Büchel, Christian</creatorcontrib><creatorcontrib>Quinlan, Erin B</creatorcontrib><creatorcontrib>Desrivières, Sylvane</creatorcontrib><creatorcontrib>Flor, Herta</creatorcontrib><creatorcontrib>Frouin, Vincent</creatorcontrib><creatorcontrib>Garavan, Hugh</creatorcontrib><creatorcontrib>Gowland, Penny</creatorcontrib><creatorcontrib>Ittermann, Bernd</creatorcontrib><creatorcontrib>Martinot, Jean-Luc</creatorcontrib><creatorcontrib>Martinot, Marie-Laure Paillère</creatorcontrib><creatorcontrib>Nees, Frauke</creatorcontrib><creatorcontrib>Papadopoulos-Orfanos, Dimitri</creatorcontrib><creatorcontrib>Paus, Tomáš</creatorcontrib><creatorcontrib>Poustka, Luise</creatorcontrib><creatorcontrib>Fröhner, Juliane H</creatorcontrib><creatorcontrib>Smolka, Michael N</creatorcontrib><creatorcontrib>Whelan, Robert</creatorcontrib><creatorcontrib>Schumann, Gunter</creatorcontrib><creatorcontrib>Tost, Heike</creatorcontrib><creatorcontrib>Meyer-Lindenberg, Andreas</creatorcontrib><creatorcontrib>Heinz, Andreas</creatorcontrib><creatorcontrib>Walter, Henrik</creatorcontrib><creatorcontrib>IMAGEN consortium</creatorcontrib><creatorcontrib>IMAGEN consortium</creatorcontrib><title>Cortical Surfaces Mediate the Relationship Between Polygenic Scores for Intelligence and General Intelligence</title><title>Cerebral cortex (New York, N.Y. 1991)</title><addtitle>Cereb Cortex</addtitle><description>Abstract Recent large-scale, genome-wide association studies (GWAS) have identified hundreds of genetic loci associated with general intelligence. The cumulative influence of these loci on brain structure is unknown. We examined if cortical morphology mediates the relationship between GWAS-derived polygenic scores for intelligence (PSi) and g-factor. Using the effect sizes from one of the largest GWAS meta-analysis on general intelligence to date, PSi were calculated among 10 P value thresholds. PSi were assessed for the association with g-factor performance, cortical thickness (CT), and surface area (SA) in two large imaging-genetics samples (IMAGEN N = 1651; IntegraMooDS N = 742). PSi explained up to 5.1% of the variance of g-factor in IMAGEN (F1,1640 = 12.2–94.3; P &lt; 0.005), and up to 3.0% in IntegraMooDS (F1,725 = 10.0–21.0; P &lt; 0.005). The association between polygenic scores and g-factor was partially mediated by SA and CT in prefrontal, anterior cingulate, insula, and medial temporal cortices in both samples (PFWER-corrected &lt; 0.005). The variance explained by mediation was up to 0.75% in IMAGEN and 0.77% in IntegraMooDS. Our results provide evidence that cumulative genetic load influences g-factor via cortical structure. The consistency of our results across samples suggests that cortex morphology could be a novel potential biomarker for neurocognitive dysfunction that is among the most intractable psychiatric symptoms.</description><subject>Adolescent</subject><subject>Cerebral Cortex - diagnostic imaging</subject><subject>Cerebral Cortex - physiology</subject><subject>Female</subject><subject>Genome-Wide Association Study - methods</subject><subject>Humans</subject><subject>Intelligence - physiology</subject><subject>Longitudinal Studies</subject><subject>Male</subject><subject>Multifactorial Inheritance - physiology</subject><subject>Original</subject><issn>1047-3211</issn><issn>1460-2199</issn><issn>1460-2199</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFUclOxDAMjRCIZeDIFeXIpZCtpL0gwYhNAoFYzlGaukxQJxmSFDR8PUHDeuJky35-z_ZDaJuSPUpqvm8gGB_2m8kbk2QJrVNxQApG63o550TIgjNK19BGjE-EUMlKtorWOK1YxWqxjqZjH5I1usd3Q-i0gYivoLU6AU4TwLfQ62S9ixM7w8eQXgEcvvH9_BGcNfguS-eJzgd84RL0vc11A1i7Fp-Bg5B5fzc20Uqn-whbn3GEHk5P7sfnxeX12cX46LIwvCSp4HUFsm1qVslWCC4ZJQdtUzEpJG8I4x2payDcNG1bGZ1rWpimMg0TUnRl2fEROlzwzoZmCq0Bl_IqahbsVIe58tqqvx1nJ-rRvyhJZUnyW0do95Mg-OcBYlJTG02-QzvwQ1SMs5KTinGZocUCaoKPMUD3LUOJ-rBILSxSC4syfuf3bt_oL09-tP0w-4frHff4n0A</recordid><startdate>20200414</startdate><enddate>20200414</enddate><creator>Lett, Tristram A</creator><creator>Vogel, Bob O</creator><creator>Ripke, Stephan</creator><creator>Wackerhagen, Carolin</creator><creator>Erk, Susanne</creator><creator>Awasthi, Swapnil</creator><creator>Trubetskoy, Vassily</creator><creator>Brandl, Eva J</creator><creator>Mohnke, Sebastian</creator><creator>Veer, Ilya M</creator><creator>Nöthen, Markus M</creator><creator>Rietschel, Marcella</creator><creator>Degenhardt, Franziska</creator><creator>Romanczuk-Seiferth, Nina</creator><creator>Witt, Stephanie H</creator><creator>Banaschewski, Tobias</creator><creator>Bokde, Arun L W</creator><creator>Büchel, Christian</creator><creator>Quinlan, Erin B</creator><creator>Desrivières, Sylvane</creator><creator>Flor, Herta</creator><creator>Frouin, Vincent</creator><creator>Garavan, Hugh</creator><creator>Gowland, Penny</creator><creator>Ittermann, Bernd</creator><creator>Martinot, Jean-Luc</creator><creator>Martinot, Marie-Laure Paillère</creator><creator>Nees, Frauke</creator><creator>Papadopoulos-Orfanos, Dimitri</creator><creator>Paus, Tomáš</creator><creator>Poustka, Luise</creator><creator>Fröhner, Juliane H</creator><creator>Smolka, Michael N</creator><creator>Whelan, Robert</creator><creator>Schumann, Gunter</creator><creator>Tost, Heike</creator><creator>Meyer-Lindenberg, Andreas</creator><creator>Heinz, Andreas</creator><creator>Walter, Henrik</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><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-8097-1493</orcidid></search><sort><creationdate>20200414</creationdate><title>Cortical Surfaces Mediate the Relationship Between Polygenic Scores for Intelligence and General Intelligence</title><author>Lett, Tristram A ; Vogel, Bob O ; Ripke, Stephan ; Wackerhagen, Carolin ; Erk, Susanne ; Awasthi, Swapnil ; Trubetskoy, Vassily ; Brandl, Eva J ; Mohnke, Sebastian ; Veer, Ilya M ; Nöthen, Markus M ; Rietschel, Marcella ; Degenhardt, Franziska ; Romanczuk-Seiferth, Nina ; Witt, Stephanie H ; Banaschewski, Tobias ; Bokde, Arun L W ; Büchel, Christian ; Quinlan, Erin B ; Desrivières, Sylvane ; Flor, Herta ; Frouin, Vincent ; Garavan, Hugh ; Gowland, Penny ; Ittermann, Bernd ; Martinot, Jean-Luc ; Martinot, Marie-Laure Paillère ; Nees, Frauke ; Papadopoulos-Orfanos, Dimitri ; Paus, Tomáš ; Poustka, Luise ; Fröhner, Juliane H ; Smolka, Michael N ; Whelan, Robert ; Schumann, Gunter ; Tost, Heike ; Meyer-Lindenberg, Andreas ; Heinz, Andreas ; Walter, Henrik</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c350t-398e7db9287d44372106db827473b023f099e03cbdd8ca73ba4cb8cb2474f55f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Adolescent</topic><topic>Cerebral Cortex - 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The variance explained by mediation was up to 0.75% in IMAGEN and 0.77% in IntegraMooDS. Our results provide evidence that cumulative genetic load influences g-factor via cortical structure. The consistency of our results across samples suggests that cortex morphology could be a novel potential biomarker for neurocognitive dysfunction that is among the most intractable psychiatric symptoms.</abstract><cop>United States</cop><pub>Oxford University Press</pub><pmid>31828294</pmid><doi>10.1093/cercor/bhz270</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-8097-1493</orcidid><oa>free_for_read</oa></addata></record>
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ispartof Cerebral cortex (New York, N.Y. 1991), 2020-04, Vol.30 (4), p.2708-2719
issn 1047-3211
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source MEDLINE; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Oxford University Press Journals All Titles (1996-Current); Alma/SFX Local Collection
subjects Adolescent
Cerebral Cortex - diagnostic imaging
Cerebral Cortex - physiology
Female
Genome-Wide Association Study - methods
Humans
Intelligence - physiology
Longitudinal Studies
Male
Multifactorial Inheritance - physiology
Original
title Cortical Surfaces Mediate the Relationship Between Polygenic Scores for Intelligence and General Intelligence
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