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Genetic influences on externalizing psychopathology overlap with cognitive functioning and show developmental variation
Questions remain regarding whether genetic influences on early life psychopathology overlap with cognition and show developmental variation. Using data from 9,421 individuals aged 8-21 from the Philadelphia Neurodevelopmental Cohort, factors of psychopathology were generated using a bifactor model o...
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Published in: | European psychiatry 2021-03, Vol.64 (1), p.e29-e29, Article e29 |
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creator | Mollon, Josephine Knowles, Emma E M Mathias, Samuel R Rodrigue, Amanda Moore, Tyler M Calkins, Monica E Gur, Ruben C Peralta, Juan Manuel Weiner, Daniel J Robinson, Elise B Gur, Raquel E Blangero, John Almasy, Laura Glahn, David C |
description | Questions remain regarding whether genetic influences on early life psychopathology overlap with cognition and show developmental variation.
Using data from 9,421 individuals aged 8-21 from the Philadelphia Neurodevelopmental Cohort, factors of psychopathology were generated using a bifactor model of item-level data from a psychiatric interview. Five orthogonal factors were generated: anxious-misery (mood and anxiety), externalizing (attention deficit hyperactivity and conduct disorder), fear (phobias), psychosis-spectrum, and a general factor. Genetic analyses were conducted on a subsample of 4,662 individuals of European American ancestry. A genetic relatedness matrix was used to estimate heritability of these factors, and genetic correlations with executive function, episodic memory, complex reasoning, social cognition, motor speed, and general cognitive ability. Gene × Age analyses determined whether genetic influences on these factors show developmental variation.
Externalizing was heritable (h2 = 0.46, p = 1 × 10-6), but not anxious-misery (h2 = 0.09, p = 0.183), fear (h2 = 0.04, p = 0.337), psychosis-spectrum (h2 = 0.00, p = 0.494), or general psychopathology (h2 = 0.21, p = 0.040). Externalizing showed genetic overlap with face memory (ρg = -0.412, p = 0.004), verbal reasoning (ρg = -0.485, p = 0.001), spatial reasoning (ρg = -0.426, p = 0.010), motor speed (ρg = 0.659, p = 1x10-4), verbal knowledge (ρg = -0.314, p = 0.002), and general cognitive ability (g)(ρg = -0.394, p = 0.002). Gene × Age analyses revealed decreasing genetic variance (γg = -0.146, p = 0.004) and increasing environmental variance (γe = 0.059, p = 0.009) on externalizing.
Cognitive impairment may be a useful endophenotype of externalizing psychopathology and, therefore, help elucidate its pathophysiological underpinnings. Decreasing genetic variance suggests that gene discovery efforts may be more fruitful in children than adolescents or young adults. |
doi_str_mv | 10.1192/j.eurpsy.2021.21 |
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Using data from 9,421 individuals aged 8-21 from the Philadelphia Neurodevelopmental Cohort, factors of psychopathology were generated using a bifactor model of item-level data from a psychiatric interview. Five orthogonal factors were generated: anxious-misery (mood and anxiety), externalizing (attention deficit hyperactivity and conduct disorder), fear (phobias), psychosis-spectrum, and a general factor. Genetic analyses were conducted on a subsample of 4,662 individuals of European American ancestry. A genetic relatedness matrix was used to estimate heritability of these factors, and genetic correlations with executive function, episodic memory, complex reasoning, social cognition, motor speed, and general cognitive ability. Gene × Age analyses determined whether genetic influences on these factors show developmental variation.
Externalizing was heritable (h2 = 0.46, p = 1 × 10-6), but not anxious-misery (h2 = 0.09, p = 0.183), fear (h2 = 0.04, p = 0.337), psychosis-spectrum (h2 = 0.00, p = 0.494), or general psychopathology (h2 = 0.21, p = 0.040). Externalizing showed genetic overlap with face memory (ρg = -0.412, p = 0.004), verbal reasoning (ρg = -0.485, p = 0.001), spatial reasoning (ρg = -0.426, p = 0.010), motor speed (ρg = 0.659, p = 1x10-4), verbal knowledge (ρg = -0.314, p = 0.002), and general cognitive ability (g)(ρg = -0.394, p = 0.002). Gene × Age analyses revealed decreasing genetic variance (γg = -0.146, p = 0.004) and increasing environmental variance (γe = 0.059, p = 0.009) on externalizing.
Cognitive impairment may be a useful endophenotype of externalizing psychopathology and, therefore, help elucidate its pathophysiological underpinnings. Decreasing genetic variance suggests that gene discovery efforts may be more fruitful in children than adolescents or young adults.</description><identifier>ISSN: 0924-9338</identifier><identifier>EISSN: 1778-3585</identifier><identifier>DOI: 10.1192/j.eurpsy.2021.21</identifier><identifier>PMID: 33785081</identifier><language>eng</language><publisher>England: Cambridge University Press</publisher><subject>Achievement tests ; Adolescent ; Age ; Anxiety ; Attention deficit hyperactivity disorder ; Caregivers ; Child ; Cognition ; Cognition & reasoning ; Cognitive ability ; Cognitive Dysfunction ; development ; Executive Function ; externalizing ; Fear & phobias ; Gene × Age ; Guardians ; heritability ; Humans ; pleiotropy ; Principal components analysis ; Psychopathology ; Psychosis ; Psychotic Disorders - genetics ; Quantitative genetics ; Young Adult</subject><ispartof>European psychiatry, 2021-03, Vol.64 (1), p.e29-e29, Article e29</ispartof><rights>The Author(s), 2021. Published by Cambridge University Press on behalf of the European Psychiatric Association. This work is licensed under the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s), 2021. Published by Cambridge University Press on behalf of the European Psychiatric Association 2021 2021 The Author(s), 2021. Published by Cambridge University Press on behalf of the European Psychiatric Association</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c490t-55429af2d5b54dde7aeeecb6b731de078cec83853fcc2b8ef8ddc34bb855459a3</citedby><cites>FETCH-LOGICAL-c490t-55429af2d5b54dde7aeeecb6b731de078cec83853fcc2b8ef8ddc34bb855459a3</cites><orcidid>0000-0002-3744-6853 ; 0000-0002-1384-0151 ; 0000-0003-4557-1838</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2511197949/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2511197949?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33785081$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Mollon, Josephine</creatorcontrib><creatorcontrib>Knowles, Emma E M</creatorcontrib><creatorcontrib>Mathias, Samuel R</creatorcontrib><creatorcontrib>Rodrigue, Amanda</creatorcontrib><creatorcontrib>Moore, Tyler M</creatorcontrib><creatorcontrib>Calkins, Monica E</creatorcontrib><creatorcontrib>Gur, Ruben C</creatorcontrib><creatorcontrib>Peralta, Juan Manuel</creatorcontrib><creatorcontrib>Weiner, Daniel J</creatorcontrib><creatorcontrib>Robinson, Elise B</creatorcontrib><creatorcontrib>Gur, Raquel E</creatorcontrib><creatorcontrib>Blangero, John</creatorcontrib><creatorcontrib>Almasy, Laura</creatorcontrib><creatorcontrib>Glahn, David C</creatorcontrib><title>Genetic influences on externalizing psychopathology overlap with cognitive functioning and show developmental variation</title><title>European psychiatry</title><addtitle>Eur Psychiatry</addtitle><description>Questions remain regarding whether genetic influences on early life psychopathology overlap with cognition and show developmental variation.
Using data from 9,421 individuals aged 8-21 from the Philadelphia Neurodevelopmental Cohort, factors of psychopathology were generated using a bifactor model of item-level data from a psychiatric interview. Five orthogonal factors were generated: anxious-misery (mood and anxiety), externalizing (attention deficit hyperactivity and conduct disorder), fear (phobias), psychosis-spectrum, and a general factor. Genetic analyses were conducted on a subsample of 4,662 individuals of European American ancestry. A genetic relatedness matrix was used to estimate heritability of these factors, and genetic correlations with executive function, episodic memory, complex reasoning, social cognition, motor speed, and general cognitive ability. Gene × Age analyses determined whether genetic influences on these factors show developmental variation.
Externalizing was heritable (h2 = 0.46, p = 1 × 10-6), but not anxious-misery (h2 = 0.09, p = 0.183), fear (h2 = 0.04, p = 0.337), psychosis-spectrum (h2 = 0.00, p = 0.494), or general psychopathology (h2 = 0.21, p = 0.040). Externalizing showed genetic overlap with face memory (ρg = -0.412, p = 0.004), verbal reasoning (ρg = -0.485, p = 0.001), spatial reasoning (ρg = -0.426, p = 0.010), motor speed (ρg = 0.659, p = 1x10-4), verbal knowledge (ρg = -0.314, p = 0.002), and general cognitive ability (g)(ρg = -0.394, p = 0.002). Gene × Age analyses revealed decreasing genetic variance (γg = -0.146, p = 0.004) and increasing environmental variance (γe = 0.059, p = 0.009) on externalizing.
Cognitive impairment may be a useful endophenotype of externalizing psychopathology and, therefore, help elucidate its pathophysiological underpinnings. Decreasing genetic variance suggests that gene discovery efforts may be more fruitful in children than adolescents or young adults.</description><subject>Achievement tests</subject><subject>Adolescent</subject><subject>Age</subject><subject>Anxiety</subject><subject>Attention deficit hyperactivity disorder</subject><subject>Caregivers</subject><subject>Child</subject><subject>Cognition</subject><subject>Cognition & reasoning</subject><subject>Cognitive ability</subject><subject>Cognitive Dysfunction</subject><subject>development</subject><subject>Executive Function</subject><subject>externalizing</subject><subject>Fear & phobias</subject><subject>Gene × Age</subject><subject>Guardians</subject><subject>heritability</subject><subject>Humans</subject><subject>pleiotropy</subject><subject>Principal components analysis</subject><subject>Psychopathology</subject><subject>Psychosis</subject><subject>Psychotic Disorders - genetics</subject><subject>Quantitative genetics</subject><subject>Young Adult</subject><issn>0924-9338</issn><issn>1778-3585</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdks1vEzEUxFcIREvhzglZ4sIlwZ9r7wUJVVAqVeICZ8trv00cOfZi7yaEvx4vKRXlZMn-zfiN3jTNa4LXhHT0_W4Ncx7LaU0xJWtKnjSXREq1YkKJp80l7ihfdYypi-ZFKTuMicS4fd5cMCaVwIpcNscbiDB5i3wcwgzRQkEpIvg5QY4m-F8-blD9wW7TaKZtCmlzQukAOZgRHf20RTZtop_8AdAwRzv5FBeJiQ6VbToiBwcIadxDnExAB5O9WZiXzbPBhAKv7s-r5vvnT9-uv6zuvt7cXn-8W1ne4WklBKedGagTveDOgTQAYPu2l4w4wFJZsIopwQZraa9gUM5ZxvteVaXoDLtqbs--LpmdHrPfm3zSyXj95yLljTa55g-gOYG-p6R3AJy3XCmjWmKtkYA71basen04e41zvwdna6RswiPTxy_Rb_UmHbTCqu6HVoN39wY5_ZihTHrvi4UQTIQ0F00Flm0rlOQVffsfukvzspGFInX5suNdpfCZsjmVkmF4GIZgvTRE7_S5IXppiKakSt78G-JB8LcS7Dey776F</recordid><startdate>20210331</startdate><enddate>20210331</enddate><creator>Mollon, Josephine</creator><creator>Knowles, Emma E M</creator><creator>Mathias, Samuel R</creator><creator>Rodrigue, Amanda</creator><creator>Moore, Tyler M</creator><creator>Calkins, Monica E</creator><creator>Gur, Ruben C</creator><creator>Peralta, Juan Manuel</creator><creator>Weiner, Daniel J</creator><creator>Robinson, Elise B</creator><creator>Gur, Raquel E</creator><creator>Blangero, John</creator><creator>Almasy, Laura</creator><creator>Glahn, David C</creator><general>Cambridge 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>3V.</scope><scope>7XB</scope><scope>88G</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>M2M</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-3744-6853</orcidid><orcidid>https://orcid.org/0000-0002-1384-0151</orcidid><orcidid>https://orcid.org/0000-0003-4557-1838</orcidid></search><sort><creationdate>20210331</creationdate><title>Genetic influences on externalizing psychopathology overlap with cognitive functioning and show developmental variation</title><author>Mollon, Josephine ; Knowles, Emma E M ; Mathias, Samuel R ; Rodrigue, Amanda ; Moore, Tyler M ; Calkins, Monica E ; Gur, Ruben C ; Peralta, Juan Manuel ; Weiner, Daniel J ; Robinson, Elise B ; Gur, Raquel E ; Blangero, John ; Almasy, Laura ; Glahn, David C</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c490t-55429af2d5b54dde7aeeecb6b731de078cec83853fcc2b8ef8ddc34bb855459a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Achievement tests</topic><topic>Adolescent</topic><topic>Age</topic><topic>Anxiety</topic><topic>Attention deficit hyperactivity disorder</topic><topic>Caregivers</topic><topic>Child</topic><topic>Cognition</topic><topic>Cognition & reasoning</topic><topic>Cognitive ability</topic><topic>Cognitive Dysfunction</topic><topic>development</topic><topic>Executive Function</topic><topic>externalizing</topic><topic>Fear & phobias</topic><topic>Gene × Age</topic><topic>Guardians</topic><topic>heritability</topic><topic>Humans</topic><topic>pleiotropy</topic><topic>Principal components analysis</topic><topic>Psychopathology</topic><topic>Psychosis</topic><topic>Psychotic Disorders - genetics</topic><topic>Quantitative genetics</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mollon, Josephine</creatorcontrib><creatorcontrib>Knowles, Emma E M</creatorcontrib><creatorcontrib>Mathias, Samuel R</creatorcontrib><creatorcontrib>Rodrigue, Amanda</creatorcontrib><creatorcontrib>Moore, Tyler M</creatorcontrib><creatorcontrib>Calkins, Monica E</creatorcontrib><creatorcontrib>Gur, Ruben C</creatorcontrib><creatorcontrib>Peralta, Juan Manuel</creatorcontrib><creatorcontrib>Weiner, Daniel J</creatorcontrib><creatorcontrib>Robinson, Elise B</creatorcontrib><creatorcontrib>Gur, Raquel E</creatorcontrib><creatorcontrib>Blangero, John</creatorcontrib><creatorcontrib>Almasy, Laura</creatorcontrib><creatorcontrib>Glahn, David C</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Psychology Database (Alumni)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Psychology Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Open Access: DOAJ - Directory of Open Access Journals</collection><jtitle>European psychiatry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mollon, Josephine</au><au>Knowles, Emma E M</au><au>Mathias, Samuel R</au><au>Rodrigue, Amanda</au><au>Moore, Tyler M</au><au>Calkins, Monica E</au><au>Gur, Ruben C</au><au>Peralta, Juan Manuel</au><au>Weiner, Daniel J</au><au>Robinson, Elise B</au><au>Gur, Raquel E</au><au>Blangero, John</au><au>Almasy, Laura</au><au>Glahn, David C</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genetic influences on externalizing psychopathology overlap with cognitive functioning and show developmental variation</atitle><jtitle>European psychiatry</jtitle><addtitle>Eur Psychiatry</addtitle><date>2021-03-31</date><risdate>2021</risdate><volume>64</volume><issue>1</issue><spage>e29</spage><epage>e29</epage><pages>e29-e29</pages><artnum>e29</artnum><issn>0924-9338</issn><eissn>1778-3585</eissn><abstract>Questions remain regarding whether genetic influences on early life psychopathology overlap with cognition and show developmental variation.
Using data from 9,421 individuals aged 8-21 from the Philadelphia Neurodevelopmental Cohort, factors of psychopathology were generated using a bifactor model of item-level data from a psychiatric interview. Five orthogonal factors were generated: anxious-misery (mood and anxiety), externalizing (attention deficit hyperactivity and conduct disorder), fear (phobias), psychosis-spectrum, and a general factor. Genetic analyses were conducted on a subsample of 4,662 individuals of European American ancestry. A genetic relatedness matrix was used to estimate heritability of these factors, and genetic correlations with executive function, episodic memory, complex reasoning, social cognition, motor speed, and general cognitive ability. Gene × Age analyses determined whether genetic influences on these factors show developmental variation.
Externalizing was heritable (h2 = 0.46, p = 1 × 10-6), but not anxious-misery (h2 = 0.09, p = 0.183), fear (h2 = 0.04, p = 0.337), psychosis-spectrum (h2 = 0.00, p = 0.494), or general psychopathology (h2 = 0.21, p = 0.040). Externalizing showed genetic overlap with face memory (ρg = -0.412, p = 0.004), verbal reasoning (ρg = -0.485, p = 0.001), spatial reasoning (ρg = -0.426, p = 0.010), motor speed (ρg = 0.659, p = 1x10-4), verbal knowledge (ρg = -0.314, p = 0.002), and general cognitive ability (g)(ρg = -0.394, p = 0.002). Gene × Age analyses revealed decreasing genetic variance (γg = -0.146, p = 0.004) and increasing environmental variance (γe = 0.059, p = 0.009) on externalizing.
Cognitive impairment may be a useful endophenotype of externalizing psychopathology and, therefore, help elucidate its pathophysiological underpinnings. Decreasing genetic variance suggests that gene discovery efforts may be more fruitful in children than adolescents or young adults.</abstract><cop>England</cop><pub>Cambridge University Press</pub><pmid>33785081</pmid><doi>10.1192/j.eurpsy.2021.21</doi><orcidid>https://orcid.org/0000-0002-3744-6853</orcidid><orcidid>https://orcid.org/0000-0002-1384-0151</orcidid><orcidid>https://orcid.org/0000-0003-4557-1838</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Achievement tests Adolescent Age Anxiety Attention deficit hyperactivity disorder Caregivers Child Cognition Cognition & reasoning Cognitive ability Cognitive Dysfunction development Executive Function externalizing Fear & phobias Gene × Age Guardians heritability Humans pleiotropy Principal components analysis Psychopathology Psychosis Psychotic Disorders - genetics Quantitative genetics Young Adult |
title | Genetic influences on externalizing psychopathology overlap with cognitive functioning and show developmental variation |
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