Intelligence, educational attainment, and brain structure in those at familial high‐risk for schizophrenia or bipolar disorder
First‐degree relatives of patients diagnosed with schizophrenia (SZ‐FDRs) show similar patterns of brain abnormalities and cognitive alterations to patients, albeit with smaller effect sizes. First‐degree relatives of patients diagnosed with bipolar disorder (BD‐FDRs) show divergent patterns; on ave...
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creator | Zwarte, Sonja M. C. Brouwer, Rachel M. Agartz, Ingrid Alda, Martin Bearden, Carrie E. Bertolino, Alessandro Bonvino, Aurora Bramon, Elvira Buimer, Elizabeth E. L. Cahn, Wiepke Canales‐Rodríguez, Erick J. Cannon, Dara M. Cannon, Tyrone D. Caseras, Xavier Castro‐Fornieles, Josefina Chen, Qiang Chung, Yoonho De la Serna, Elena Mar Bonnin, Caterina Demro, Caroline Di Giorgio, Annabella Doucet, Gaelle E. Eker, Mehmet Cagdas Erk, Susanne Fatjó‐Vilas, Mar Fears, Scott C. Foley, Sonya F. Frangou, Sophia Fullerton, Janice M. Glahn, David C. Goghari, Vina M. Goikolea, Jose M. Goldman, Aaron L. Gonul, Ali Saffet Gruber, Oliver Hajek, Tomas Hawkins, Emma L. Heinz, Andreas Hidiroglu Ongun, Ceren Hillegers, Manon H. J. Houenou, Josselin Hulshoff Pol, Hilleke E. Hultman, Christina M. Ingvar, Martin Johansson, Viktoria Jönsson, Erik G. Kane, Fergus Kempton, Matthew J. Koenis, Marinka M. G. Kopecek, Miloslav Krämer, Bernd Lawrie, Stephen M. Lenroot, Rhoshel K. Marcelis, Machteld Mattay, Venkata S. McDonald, Colm Meyer‐Lindenberg, Andreas Michielse, Stijn Mitchell, Philip B. Moreno, Dolores Murray, Robin M. Mwangi, Benson Nabulsi, Leila Newport, Jason Olman, Cheryl A. Os, Jim Overs, Bronwyn J. Ozerdem, Aysegul Pergola, Giulio Picchioni, Marco M. Piguet, Camille Pomarol‐Clotet, Edith Radua, Joaquim Ramsay, Ian S. Richter, Anja Roberts, Gloria Salvador, Raymond Saricicek Aydogan, Aybala Sarró, Salvador Schofield, Peter R. Simsek, Esma M. Simsek, Fatma Soares, Jair C. Sugranyes, Gisela Toulopoulou, Timothea Tronchin, Giulia Vieta, Eduard Walter, Henrik Weinberger, Daniel R. Whalley, Heather C. Wu, Mon‐Ju Yalin, Nefize Andreassen, Ole A. Ching, Christopher R. K. Thomopoulos, Sophia I. Erp, Theo G. M. Jahanshad, Neda Thompson, Paul M. Kahn, René S. Haren, Neeltje E. M. |
description | First‐degree relatives of patients diagnosed with schizophrenia (SZ‐FDRs) show similar patterns of brain abnormalities and cognitive alterations to patients, albeit with smaller effect sizes. First‐degree relatives of patients diagnosed with bipolar disorder (BD‐FDRs) show divergent patterns; on average, intracranial volume is larger compared to controls, and findings on cognitive alterations in BD‐FDRs are inconsistent. Here, we performed a meta‐analysis of global and regional brain measures (cortical and subcortical), current IQ, and educational attainment in 5,795 individuals (1,103 SZ‐FDRs, 867 BD‐FDRs, 2,190 controls, 942 schizophrenia patients, 693 bipolar patients) from 36 schizophrenia and/or bipolar disorder family cohorts, with standardized methods. Compared to controls, SZ‐FDRs showed a pattern of widespread thinner cortex, while BD‐FDRs had widespread larger cortical surface area. IQ was lower in SZ‐FDRs (d = −0.42, p = 3 × 10−5), with weak evidence of IQ reductions among BD‐FDRs (d = −0.23, p = .045). Both relative groups had similar educational attainment compared to controls. When adjusting for IQ or educational attainment, the group‐effects on brain measures changed, albeit modestly. Changes were in the expected direction, with less pronounced brain abnormalities in SZ‐FDRs and more pronounced effects in BD‐FDRs. To conclude, SZ‐FDRs and BD‐FDRs show a differential pattern of structural brain abnormalities. In contrast, both had lower IQ scores and similar school achievements compared to controls. Given that brain differences between SZ‐FDRs and BD‐FDRs remain after adjusting for IQ or educational attainment, we suggest that differential brain developmental processes underlying predisposition for schizophrenia or bipolar disorder are likely independent of general cognitive impairment.
Family members of patients with schizophrenia (SZ‐FDRs) and bipolar disorder (BD‐FDRs) can provide insight into the effect of familial risk of these disorders on the brain and cognition. Here, we performed a meta‐analysis of global and regional brain measures, IQ, and educational attainment in 5,795 individuals. Both SZ‐FDRs and BD‐FDRs showed structural brain abnormalities, but in different regions and directions. In contrast, both had lower IQ scores yet similar school achievements compared to controls. Given that brain differences between SZ‐FDRs and BD‐FDRs remain after adjusting for IQ or educational attainment, we suggest that differential brain developm |
doi_str_mv | 10.1002/hbm.25206 |
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C. ; Brouwer, Rachel M. ; Agartz, Ingrid ; Alda, Martin ; Bearden, Carrie E. ; Bertolino, Alessandro ; Bonvino, Aurora ; Bramon, Elvira ; Buimer, Elizabeth E. L. ; Cahn, Wiepke ; Canales‐Rodríguez, Erick J. ; Cannon, Dara M. ; Cannon, Tyrone D. ; Caseras, Xavier ; Castro‐Fornieles, Josefina ; Chen, Qiang ; Chung, Yoonho ; De la Serna, Elena ; Mar Bonnin, Caterina ; Demro, Caroline ; Di Giorgio, Annabella ; Doucet, Gaelle E. ; Eker, Mehmet Cagdas ; Erk, Susanne ; Fatjó‐Vilas, Mar ; Fears, Scott C. ; Foley, Sonya F. ; Frangou, Sophia ; Fullerton, Janice M. ; Glahn, David C. ; Goghari, Vina M. ; Goikolea, Jose M. ; Goldman, Aaron L. ; Gonul, Ali Saffet ; Gruber, Oliver ; Hajek, Tomas ; Hawkins, Emma L. ; Heinz, Andreas ; Hidiroglu Ongun, Ceren ; Hillegers, Manon H. J. ; Houenou, Josselin ; Hulshoff Pol, Hilleke E. ; Hultman, Christina M. ; Ingvar, Martin ; Johansson, Viktoria ; Jönsson, Erik G. ; Kane, Fergus ; Kempton, Matthew J. ; Koenis, Marinka M. G. ; Kopecek, Miloslav ; Krämer, Bernd ; Lawrie, Stephen M. ; Lenroot, Rhoshel K. ; Marcelis, Machteld ; Mattay, Venkata S. ; McDonald, Colm ; Meyer‐Lindenberg, Andreas ; Michielse, Stijn ; Mitchell, Philip B. ; Moreno, Dolores ; Murray, Robin M. ; Mwangi, Benson ; Nabulsi, Leila ; Newport, Jason ; Olman, Cheryl A. ; Os, Jim ; Overs, Bronwyn J. ; Ozerdem, Aysegul ; Pergola, Giulio ; Picchioni, Marco M. ; Piguet, Camille ; Pomarol‐Clotet, Edith ; Radua, Joaquim ; Ramsay, Ian S. ; Richter, Anja ; Roberts, Gloria ; Salvador, Raymond ; Saricicek Aydogan, Aybala ; Sarró, Salvador ; Schofield, Peter R. ; Simsek, Esma M. ; Simsek, Fatma ; Soares, Jair C. ; Sugranyes, Gisela ; Toulopoulou, Timothea ; Tronchin, Giulia ; Vieta, Eduard ; Walter, Henrik ; Weinberger, Daniel R. ; Whalley, Heather C. ; Wu, Mon‐Ju ; Yalin, Nefize ; Andreassen, Ole A. ; Ching, Christopher R. K. ; Thomopoulos, Sophia I. ; Erp, Theo G. M. ; Jahanshad, Neda ; Thompson, Paul M. ; Kahn, René S. ; Haren, Neeltje E. M.</creator><creatorcontrib>Zwarte, Sonja M. C. ; Brouwer, Rachel M. ; Agartz, Ingrid ; Alda, Martin ; Bearden, Carrie E. ; Bertolino, Alessandro ; Bonvino, Aurora ; Bramon, Elvira ; Buimer, Elizabeth E. L. ; Cahn, Wiepke ; Canales‐Rodríguez, Erick J. ; Cannon, Dara M. ; Cannon, Tyrone D. ; Caseras, Xavier ; Castro‐Fornieles, Josefina ; Chen, Qiang ; Chung, Yoonho ; De la Serna, Elena ; Mar Bonnin, Caterina ; Demro, Caroline ; Di Giorgio, Annabella ; Doucet, Gaelle E. ; Eker, Mehmet Cagdas ; Erk, Susanne ; Fatjó‐Vilas, Mar ; Fears, Scott C. ; Foley, Sonya F. ; Frangou, Sophia ; Fullerton, Janice M. ; Glahn, David C. ; Goghari, Vina M. ; Goikolea, Jose M. ; Goldman, Aaron L. ; Gonul, Ali Saffet ; Gruber, Oliver ; Hajek, Tomas ; Hawkins, Emma L. ; Heinz, Andreas ; Hidiroglu Ongun, Ceren ; Hillegers, Manon H. J. ; Houenou, Josselin ; Hulshoff Pol, Hilleke E. ; Hultman, Christina M. ; Ingvar, Martin ; Johansson, Viktoria ; Jönsson, Erik G. ; Kane, Fergus ; Kempton, Matthew J. ; Koenis, Marinka M. G. ; Kopecek, Miloslav ; Krämer, Bernd ; Lawrie, Stephen M. ; Lenroot, Rhoshel K. ; Marcelis, Machteld ; Mattay, Venkata S. ; McDonald, Colm ; Meyer‐Lindenberg, Andreas ; Michielse, Stijn ; Mitchell, Philip B. ; Moreno, Dolores ; Murray, Robin M. ; Mwangi, Benson ; Nabulsi, Leila ; Newport, Jason ; Olman, Cheryl A. ; Os, Jim ; Overs, Bronwyn J. ; Ozerdem, Aysegul ; Pergola, Giulio ; Picchioni, Marco M. ; Piguet, Camille ; Pomarol‐Clotet, Edith ; Radua, Joaquim ; Ramsay, Ian S. ; Richter, Anja ; Roberts, Gloria ; Salvador, Raymond ; Saricicek Aydogan, Aybala ; Sarró, Salvador ; Schofield, Peter R. ; Simsek, Esma M. ; Simsek, Fatma ; Soares, Jair C. ; Sugranyes, Gisela ; Toulopoulou, Timothea ; Tronchin, Giulia ; Vieta, Eduard ; Walter, Henrik ; Weinberger, Daniel R. ; Whalley, Heather C. ; Wu, Mon‐Ju ; Yalin, Nefize ; Andreassen, Ole A. ; Ching, Christopher R. K. ; Thomopoulos, Sophia I. ; Erp, Theo G. M. ; Jahanshad, Neda ; Thompson, Paul M. ; Kahn, René S. ; Haren, Neeltje E. M.</creatorcontrib><description>First‐degree relatives of patients diagnosed with schizophrenia (SZ‐FDRs) show similar patterns of brain abnormalities and cognitive alterations to patients, albeit with smaller effect sizes. First‐degree relatives of patients diagnosed with bipolar disorder (BD‐FDRs) show divergent patterns; on average, intracranial volume is larger compared to controls, and findings on cognitive alterations in BD‐FDRs are inconsistent. Here, we performed a meta‐analysis of global and regional brain measures (cortical and subcortical), current IQ, and educational attainment in 5,795 individuals (1,103 SZ‐FDRs, 867 BD‐FDRs, 2,190 controls, 942 schizophrenia patients, 693 bipolar patients) from 36 schizophrenia and/or bipolar disorder family cohorts, with standardized methods. Compared to controls, SZ‐FDRs showed a pattern of widespread thinner cortex, while BD‐FDRs had widespread larger cortical surface area. IQ was lower in SZ‐FDRs (d = −0.42, p = 3 × 10−5), with weak evidence of IQ reductions among BD‐FDRs (d = −0.23, p = .045). Both relative groups had similar educational attainment compared to controls. When adjusting for IQ or educational attainment, the group‐effects on brain measures changed, albeit modestly. Changes were in the expected direction, with less pronounced brain abnormalities in SZ‐FDRs and more pronounced effects in BD‐FDRs. To conclude, SZ‐FDRs and BD‐FDRs show a differential pattern of structural brain abnormalities. In contrast, both had lower IQ scores and similar school achievements compared to controls. Given that brain differences between SZ‐FDRs and BD‐FDRs remain after adjusting for IQ or educational attainment, we suggest that differential brain developmental processes underlying predisposition for schizophrenia or bipolar disorder are likely independent of general cognitive impairment.
Family members of patients with schizophrenia (SZ‐FDRs) and bipolar disorder (BD‐FDRs) can provide insight into the effect of familial risk of these disorders on the brain and cognition. Here, we performed a meta‐analysis of global and regional brain measures, IQ, and educational attainment in 5,795 individuals. Both SZ‐FDRs and BD‐FDRs showed structural brain abnormalities, but in different regions and directions. In contrast, both had lower IQ scores yet similar school achievements compared to controls. Given that brain differences between SZ‐FDRs and BD‐FDRs remain after adjusting for IQ or educational attainment, we suggest that differential brain developmental processes underlying predisposition for schizophrenia or bipolar disorder are likely independent of general cognitive impairment.</description><identifier>ISSN: 1065-9471</identifier><identifier>ISSN: 1097-0193</identifier><identifier>EISSN: 1097-0193</identifier><identifier>DOI: 10.1002/hbm.25206</identifier><identifier>PMID: 33027543</identifier><language>eng</language><publisher>Hoboken, USA: John Wiley & Sons, Inc</publisher><subject>Abnormalities ; Bipolar disorder ; Bipolar Disorder - complications ; Bipolar Disorder - diagnostic imaging ; Bipolar Disorder - pathology ; Brain ; Cognitive ability ; Cognitive Dysfunction - diagnostic imaging ; Cognitive Dysfunction - pathology ; Demographics ; Education ; Educational attainment ; Educational Status ; Families & family life ; Family ; Genetic Predisposition to Disease ; Health risk assessment ; Humans ; Intelligence ; Intelligence - physiology ; Magnetic Resonance Imaging ; Mental disorders ; Neuroimaging ; Patients ; relatives ; Schizophrenia ; Schizophrenia - complications ; Schizophrenia - diagnostic imaging ; Schizophrenia - etiology ; Schizophrenia - pathology</subject><ispartof>Human brain mapping, 2022-01, Vol.43 (1), p.414-430</ispartof><rights>2020 The Authors. published by Wiley Periodicals LLC.</rights><rights>2020 The Authors. Human Brain Mapping published by Wiley Periodicals LLC.</rights><rights>2020. This article is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). 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K.</creatorcontrib><creatorcontrib>Thomopoulos, Sophia I.</creatorcontrib><creatorcontrib>Erp, Theo G. M.</creatorcontrib><creatorcontrib>Jahanshad, Neda</creatorcontrib><creatorcontrib>Thompson, Paul M.</creatorcontrib><creatorcontrib>Kahn, René S.</creatorcontrib><creatorcontrib>Haren, Neeltje E. M.</creatorcontrib><title>Intelligence, educational attainment, and brain structure in those at familial high‐risk for schizophrenia or bipolar disorder</title><title>Human brain mapping</title><addtitle>Hum Brain Mapp</addtitle><description>First‐degree relatives of patients diagnosed with schizophrenia (SZ‐FDRs) show similar patterns of brain abnormalities and cognitive alterations to patients, albeit with smaller effect sizes. First‐degree relatives of patients diagnosed with bipolar disorder (BD‐FDRs) show divergent patterns; on average, intracranial volume is larger compared to controls, and findings on cognitive alterations in BD‐FDRs are inconsistent. Here, we performed a meta‐analysis of global and regional brain measures (cortical and subcortical), current IQ, and educational attainment in 5,795 individuals (1,103 SZ‐FDRs, 867 BD‐FDRs, 2,190 controls, 942 schizophrenia patients, 693 bipolar patients) from 36 schizophrenia and/or bipolar disorder family cohorts, with standardized methods. Compared to controls, SZ‐FDRs showed a pattern of widespread thinner cortex, while BD‐FDRs had widespread larger cortical surface area. IQ was lower in SZ‐FDRs (d = −0.42, p = 3 × 10−5), with weak evidence of IQ reductions among BD‐FDRs (d = −0.23, p = .045). Both relative groups had similar educational attainment compared to controls. When adjusting for IQ or educational attainment, the group‐effects on brain measures changed, albeit modestly. Changes were in the expected direction, with less pronounced brain abnormalities in SZ‐FDRs and more pronounced effects in BD‐FDRs. To conclude, SZ‐FDRs and BD‐FDRs show a differential pattern of structural brain abnormalities. In contrast, both had lower IQ scores and similar school achievements compared to controls. Given that brain differences between SZ‐FDRs and BD‐FDRs remain after adjusting for IQ or educational attainment, we suggest that differential brain developmental processes underlying predisposition for schizophrenia or bipolar disorder are likely independent of general cognitive impairment.
Family members of patients with schizophrenia (SZ‐FDRs) and bipolar disorder (BD‐FDRs) can provide insight into the effect of familial risk of these disorders on the brain and cognition. Here, we performed a meta‐analysis of global and regional brain measures, IQ, and educational attainment in 5,795 individuals. Both SZ‐FDRs and BD‐FDRs showed structural brain abnormalities, but in different regions and directions. In contrast, both had lower IQ scores yet similar school achievements compared to controls. Given that brain differences between SZ‐FDRs and BD‐FDRs remain after adjusting for IQ or educational attainment, we suggest that differential brain developmental processes underlying predisposition for schizophrenia or bipolar disorder are likely independent of general cognitive impairment.</description><subject>Abnormalities</subject><subject>Bipolar disorder</subject><subject>Bipolar Disorder - complications</subject><subject>Bipolar Disorder - diagnostic imaging</subject><subject>Bipolar Disorder - pathology</subject><subject>Brain</subject><subject>Cognitive ability</subject><subject>Cognitive Dysfunction - diagnostic imaging</subject><subject>Cognitive Dysfunction - pathology</subject><subject>Demographics</subject><subject>Education</subject><subject>Educational attainment</subject><subject>Educational Status</subject><subject>Families & family life</subject><subject>Family</subject><subject>Genetic Predisposition to Disease</subject><subject>Health risk assessment</subject><subject>Humans</subject><subject>Intelligence</subject><subject>Intelligence - physiology</subject><subject>Magnetic Resonance Imaging</subject><subject>Mental disorders</subject><subject>Neuroimaging</subject><subject>Patients</subject><subject>relatives</subject><subject>Schizophrenia</subject><subject>Schizophrenia - complications</subject><subject>Schizophrenia - diagnostic imaging</subject><subject>Schizophrenia - etiology</subject><subject>Schizophrenia - pathology</subject><issn>1065-9471</issn><issn>1097-0193</issn><issn>1097-0193</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>EIF</sourceid><sourceid>3HK</sourceid><sourceid>D8T</sourceid><recordid>eNp9kstu1TAQhiMEoqWw4AXAEhuQmtaXjM_xBqmUSysVsQG2luM4J24T-2AnVGXVR-AZeRKmzWlFkWBheTz-_M_FUxRPGd1jlPL9rh72OHAq7xXbjKpFSZkS969sCaWqFmyreJTzKaWMAWUPiy0hKF9AJbaLy-Mwur73Kxes2yWumawZfQymJ2YcjQ-DC-MuMaEhdcIjyWOa7DglR_AwdjE7BElrBt97fNT5Vffr8mfy-Yy0MZFsO_8jrrvkgjcEHbVfx94k0vgcU-PS4-JBa_rsnmz2neLL-3efD4_Kk08fjg8PTkorqZJlK1qJBcKyUlwsDBdNDcAVcMdAtaBEzRprgIKQHKS0tWsBl5KNY7aVRuwU5aybz916qvU6-cGkCx2N1xvXGVpOV3IBQP_Lv_VfD3RMKz0Nk8asuFLIv555hAfXWGxbMv2dZ3dvgu_0Kn7XS4xXMYYCz2cBi80bfdAhJqMZXQLXWPV1Si83IVL8Nrk86sFni79ngotT1rzC5kgGAIi--As9jVPCX0VKMlrRCluG1KubkDHn5NrbdBnVV5OlcbL09WQh--zP-m7Jm1FCYH8Gzn3vLv6tpI_efJwlfwOi6tpc</recordid><startdate>202201</startdate><enddate>202201</enddate><creator>Zwarte, Sonja M. C.</creator><creator>Brouwer, Rachel M.</creator><creator>Agartz, Ingrid</creator><creator>Alda, Martin</creator><creator>Bearden, Carrie E.</creator><creator>Bertolino, Alessandro</creator><creator>Bonvino, Aurora</creator><creator>Bramon, Elvira</creator><creator>Buimer, Elizabeth E. 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M.</creator><general>John Wiley & Sons, Inc</general><scope>24P</scope><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>7QR</scope><scope>7TK</scope><scope>7U7</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>K9.</scope><scope>P64</scope><scope>7X8</scope><scope>3HK</scope><scope>5PM</scope><scope>ADHXS</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>D8T</scope><scope>D93</scope><scope>ZZAVC</scope><orcidid>https://orcid.org/0000-0003-4120-0474</orcidid><orcidid>https://orcid.org/0000-0002-0548-0053</orcidid><orcidid>https://orcid.org/0000-0001-9544-3944</orcidid><orcidid>https://orcid.org/0000-0002-4131-2970</orcidid><orcidid>https://orcid.org/0000-0001-9015-3550</orcidid><orcidid>https://orcid.org/0000-0002-3210-6470</orcidid><orcidid>https://orcid.org/0000-0002-9193-1841</orcidid><orcidid>https://orcid.org/0000-0002-0046-4070</orcidid><orcidid>https://orcid.org/0000-0001-8368-6332</orcidid><orcidid>https://orcid.org/0000-0003-3930-8646</orcidid><orcidid>https://orcid.org/0000-0003-2921-3408</orcidid><orcidid>https://orcid.org/0000-0002-7466-1544</orcidid><orcidid>https://orcid.org/0000-0003-0281-8458</orcidid><orcidid>https://orcid.org/0000-0001-5557-1562</orcidid><orcidid>https://orcid.org/0000-0002-8005-3940</orcidid><orcidid>https://orcid.org/0000-0002-8159-8563</orcidid><orcidid>https://orcid.org/0000-0003-3775-7245</orcidid><orcidid>https://orcid.org/0000-0002-8962-7269</orcidid><orcidid>https://orcid.org/0000-0002-8516-923X</orcidid><orcidid>https://orcid.org/0000-0002-2038-5281</orcidid><orcidid>https://orcid.org/0000-0003-2967-9662</orcidid><orcidid>https://orcid.org/0000-0002-2465-2797</orcidid><orcidid>https://orcid.org/0000-0001-6421-2633</orcidid><orcidid>https://orcid.org/0000-0001-5496-9587</orcidid><orcidid>https://orcid.org/0000-0003-1369-5983</orcidid><orcidid>https://orcid.org/0000-0003-1835-2189</orcidid><orcidid>https://orcid.org/0000-0002-1145-9103</orcidid><orcidid>https://orcid.org/0000-0002-5632-3154</orcidid><orcidid>https://orcid.org/0000-0002-9839-5391</orcidid><orcidid>https://orcid.org/0000-0002-0576-6887</orcidid><orcidid>https://orcid.org/0000-0003-1240-5438</orcidid><orcidid>https://orcid.org/0000-0002-3859-3847</orcidid><orcidid>https://orcid.org/0000-0002-4749-6977</orcidid><orcidid>https://orcid.org/0000-0001-7876-3495</orcidid><orcidid>https://orcid.org/0000-0002-2545-7862</orcidid><orcidid>https://orcid.org/0000-0002-2782-0856</orcidid><orcidid>https://orcid.org/0000-0002-3063-6929</orcidid></search><sort><creationdate>202201</creationdate><title>Intelligence, educational attainment, and brain structure in those at familial high‐risk for schizophrenia or bipolar disorder</title><author>Zwarte, Sonja M. C. ; Brouwer, Rachel M. ; Agartz, Ingrid ; Alda, Martin ; Bearden, Carrie E. ; Bertolino, Alessandro ; Bonvino, Aurora ; Bramon, Elvira ; Buimer, Elizabeth E. L. ; Cahn, Wiepke ; Canales‐Rodríguez, Erick J. ; Cannon, Dara M. ; Cannon, Tyrone D. ; Caseras, Xavier ; Castro‐Fornieles, Josefina ; Chen, Qiang ; Chung, Yoonho ; De la Serna, Elena ; Mar Bonnin, Caterina ; Demro, Caroline ; Di Giorgio, Annabella ; Doucet, Gaelle E. ; Eker, Mehmet Cagdas ; Erk, Susanne ; Fatjó‐Vilas, Mar ; Fears, Scott C. ; Foley, Sonya F. ; Frangou, Sophia ; Fullerton, Janice M. ; Glahn, David C. ; Goghari, Vina M. ; Goikolea, Jose M. ; Goldman, Aaron L. ; Gonul, Ali Saffet ; Gruber, Oliver ; Hajek, Tomas ; Hawkins, Emma L. ; Heinz, Andreas ; Hidiroglu Ongun, Ceren ; Hillegers, Manon H. J. ; Houenou, Josselin ; Hulshoff Pol, Hilleke E. ; Hultman, Christina M. ; Ingvar, Martin ; Johansson, Viktoria ; Jönsson, Erik G. ; Kane, Fergus ; Kempton, Matthew J. ; Koenis, Marinka M. G. ; Kopecek, Miloslav ; Krämer, Bernd ; Lawrie, Stephen M. ; Lenroot, Rhoshel K. ; Marcelis, Machteld ; Mattay, Venkata S. ; McDonald, Colm ; Meyer‐Lindenberg, Andreas ; Michielse, Stijn ; Mitchell, Philip B. ; Moreno, Dolores ; Murray, Robin M. ; Mwangi, Benson ; Nabulsi, Leila ; Newport, Jason ; Olman, Cheryl A. ; Os, Jim ; Overs, Bronwyn J. ; Ozerdem, Aysegul ; Pergola, Giulio ; Picchioni, Marco M. ; Piguet, Camille ; Pomarol‐Clotet, Edith ; Radua, Joaquim ; Ramsay, Ian S. ; Richter, Anja ; Roberts, Gloria ; Salvador, Raymond ; Saricicek Aydogan, Aybala ; Sarró, Salvador ; Schofield, Peter R. ; Simsek, Esma M. ; Simsek, Fatma ; Soares, Jair C. ; Sugranyes, Gisela ; Toulopoulou, Timothea ; Tronchin, Giulia ; Vieta, Eduard ; Walter, Henrik ; Weinberger, Daniel R. ; Whalley, Heather C. ; Wu, Mon‐Ju ; Yalin, Nefize ; Andreassen, Ole A. ; Ching, Christopher R. K. ; Thomopoulos, Sophia I. ; Erp, Theo G. M. ; Jahanshad, Neda ; Thompson, Paul M. ; Kahn, René S. ; Haren, Neeltje E. M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c6096-f3f62065849237a23db552952e159f593b1dca505362566cbef5bef96de1cf6a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Abnormalities</topic><topic>Bipolar disorder</topic><topic>Bipolar Disorder - complications</topic><topic>Bipolar Disorder - diagnostic imaging</topic><topic>Bipolar Disorder - pathology</topic><topic>Brain</topic><topic>Cognitive ability</topic><topic>Cognitive Dysfunction - diagnostic imaging</topic><topic>Cognitive Dysfunction - pathology</topic><topic>Demographics</topic><topic>Education</topic><topic>Educational attainment</topic><topic>Educational Status</topic><topic>Families & family life</topic><topic>Family</topic><topic>Genetic Predisposition to Disease</topic><topic>Health risk assessment</topic><topic>Humans</topic><topic>Intelligence</topic><topic>Intelligence - physiology</topic><topic>Magnetic Resonance Imaging</topic><topic>Mental disorders</topic><topic>Neuroimaging</topic><topic>Patients</topic><topic>relatives</topic><topic>Schizophrenia</topic><topic>Schizophrenia - complications</topic><topic>Schizophrenia - diagnostic imaging</topic><topic>Schizophrenia - etiology</topic><topic>Schizophrenia - pathology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zwarte, Sonja M. C.</creatorcontrib><creatorcontrib>Brouwer, Rachel M.</creatorcontrib><creatorcontrib>Agartz, Ingrid</creatorcontrib><creatorcontrib>Alda, Martin</creatorcontrib><creatorcontrib>Bearden, Carrie E.</creatorcontrib><creatorcontrib>Bertolino, Alessandro</creatorcontrib><creatorcontrib>Bonvino, Aurora</creatorcontrib><creatorcontrib>Bramon, Elvira</creatorcontrib><creatorcontrib>Buimer, Elizabeth E. L.</creatorcontrib><creatorcontrib>Cahn, Wiepke</creatorcontrib><creatorcontrib>Canales‐Rodríguez, Erick J.</creatorcontrib><creatorcontrib>Cannon, Dara M.</creatorcontrib><creatorcontrib>Cannon, Tyrone D.</creatorcontrib><creatorcontrib>Caseras, Xavier</creatorcontrib><creatorcontrib>Castro‐Fornieles, Josefina</creatorcontrib><creatorcontrib>Chen, Qiang</creatorcontrib><creatorcontrib>Chung, Yoonho</creatorcontrib><creatorcontrib>De la Serna, Elena</creatorcontrib><creatorcontrib>Mar Bonnin, Caterina</creatorcontrib><creatorcontrib>Demro, Caroline</creatorcontrib><creatorcontrib>Di Giorgio, Annabella</creatorcontrib><creatorcontrib>Doucet, Gaelle E.</creatorcontrib><creatorcontrib>Eker, Mehmet Cagdas</creatorcontrib><creatorcontrib>Erk, Susanne</creatorcontrib><creatorcontrib>Fatjó‐Vilas, Mar</creatorcontrib><creatorcontrib>Fears, Scott C.</creatorcontrib><creatorcontrib>Foley, Sonya F.</creatorcontrib><creatorcontrib>Frangou, Sophia</creatorcontrib><creatorcontrib>Fullerton, Janice M.</creatorcontrib><creatorcontrib>Glahn, David C.</creatorcontrib><creatorcontrib>Goghari, Vina M.</creatorcontrib><creatorcontrib>Goikolea, Jose M.</creatorcontrib><creatorcontrib>Goldman, Aaron L.</creatorcontrib><creatorcontrib>Gonul, Ali Saffet</creatorcontrib><creatorcontrib>Gruber, Oliver</creatorcontrib><creatorcontrib>Hajek, Tomas</creatorcontrib><creatorcontrib>Hawkins, Emma L.</creatorcontrib><creatorcontrib>Heinz, Andreas</creatorcontrib><creatorcontrib>Hidiroglu Ongun, Ceren</creatorcontrib><creatorcontrib>Hillegers, Manon H. J.</creatorcontrib><creatorcontrib>Houenou, Josselin</creatorcontrib><creatorcontrib>Hulshoff Pol, Hilleke E.</creatorcontrib><creatorcontrib>Hultman, Christina M.</creatorcontrib><creatorcontrib>Ingvar, Martin</creatorcontrib><creatorcontrib>Johansson, Viktoria</creatorcontrib><creatorcontrib>Jönsson, Erik G.</creatorcontrib><creatorcontrib>Kane, Fergus</creatorcontrib><creatorcontrib>Kempton, Matthew J.</creatorcontrib><creatorcontrib>Koenis, Marinka M. G.</creatorcontrib><creatorcontrib>Kopecek, Miloslav</creatorcontrib><creatorcontrib>Krämer, Bernd</creatorcontrib><creatorcontrib>Lawrie, Stephen M.</creatorcontrib><creatorcontrib>Lenroot, Rhoshel K.</creatorcontrib><creatorcontrib>Marcelis, Machteld</creatorcontrib><creatorcontrib>Mattay, Venkata S.</creatorcontrib><creatorcontrib>McDonald, Colm</creatorcontrib><creatorcontrib>Meyer‐Lindenberg, Andreas</creatorcontrib><creatorcontrib>Michielse, Stijn</creatorcontrib><creatorcontrib>Mitchell, Philip B.</creatorcontrib><creatorcontrib>Moreno, Dolores</creatorcontrib><creatorcontrib>Murray, Robin M.</creatorcontrib><creatorcontrib>Mwangi, Benson</creatorcontrib><creatorcontrib>Nabulsi, Leila</creatorcontrib><creatorcontrib>Newport, Jason</creatorcontrib><creatorcontrib>Olman, Cheryl A.</creatorcontrib><creatorcontrib>Os, Jim</creatorcontrib><creatorcontrib>Overs, Bronwyn J.</creatorcontrib><creatorcontrib>Ozerdem, Aysegul</creatorcontrib><creatorcontrib>Pergola, Giulio</creatorcontrib><creatorcontrib>Picchioni, Marco M.</creatorcontrib><creatorcontrib>Piguet, Camille</creatorcontrib><creatorcontrib>Pomarol‐Clotet, Edith</creatorcontrib><creatorcontrib>Radua, Joaquim</creatorcontrib><creatorcontrib>Ramsay, Ian S.</creatorcontrib><creatorcontrib>Richter, Anja</creatorcontrib><creatorcontrib>Roberts, Gloria</creatorcontrib><creatorcontrib>Salvador, Raymond</creatorcontrib><creatorcontrib>Saricicek Aydogan, Aybala</creatorcontrib><creatorcontrib>Sarró, Salvador</creatorcontrib><creatorcontrib>Schofield, Peter R.</creatorcontrib><creatorcontrib>Simsek, Esma M.</creatorcontrib><creatorcontrib>Simsek, Fatma</creatorcontrib><creatorcontrib>Soares, Jair C.</creatorcontrib><creatorcontrib>Sugranyes, Gisela</creatorcontrib><creatorcontrib>Toulopoulou, Timothea</creatorcontrib><creatorcontrib>Tronchin, Giulia</creatorcontrib><creatorcontrib>Vieta, Eduard</creatorcontrib><creatorcontrib>Walter, Henrik</creatorcontrib><creatorcontrib>Weinberger, Daniel R.</creatorcontrib><creatorcontrib>Whalley, Heather C.</creatorcontrib><creatorcontrib>Wu, Mon‐Ju</creatorcontrib><creatorcontrib>Yalin, Nefize</creatorcontrib><creatorcontrib>Andreassen, Ole A.</creatorcontrib><creatorcontrib>Ching, Christopher R. K.</creatorcontrib><creatorcontrib>Thomopoulos, Sophia I.</creatorcontrib><creatorcontrib>Erp, Theo G. M.</creatorcontrib><creatorcontrib>Jahanshad, Neda</creatorcontrib><creatorcontrib>Thompson, Paul M.</creatorcontrib><creatorcontrib>Kahn, René S.</creatorcontrib><creatorcontrib>Haren, Neeltje E. M.</creatorcontrib><collection>Wiley Online Library Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Chemoreception Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>NORA - Norwegian Open Research Archives</collection><collection>PubMed Central (Full Participant titles)</collection><collection>SWEPUB Umeå universitet full text</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SWEPUB Umeå universitet</collection><collection>SwePub Articles full text</collection><jtitle>Human brain mapping</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zwarte, Sonja M. C.</au><au>Brouwer, Rachel M.</au><au>Agartz, Ingrid</au><au>Alda, Martin</au><au>Bearden, Carrie E.</au><au>Bertolino, Alessandro</au><au>Bonvino, Aurora</au><au>Bramon, Elvira</au><au>Buimer, Elizabeth E. L.</au><au>Cahn, Wiepke</au><au>Canales‐Rodríguez, Erick J.</au><au>Cannon, Dara M.</au><au>Cannon, Tyrone D.</au><au>Caseras, Xavier</au><au>Castro‐Fornieles, Josefina</au><au>Chen, Qiang</au><au>Chung, Yoonho</au><au>De la Serna, Elena</au><au>Mar Bonnin, Caterina</au><au>Demro, Caroline</au><au>Di Giorgio, Annabella</au><au>Doucet, Gaelle E.</au><au>Eker, Mehmet Cagdas</au><au>Erk, Susanne</au><au>Fatjó‐Vilas, Mar</au><au>Fears, Scott C.</au><au>Foley, Sonya F.</au><au>Frangou, Sophia</au><au>Fullerton, Janice M.</au><au>Glahn, David C.</au><au>Goghari, Vina M.</au><au>Goikolea, Jose M.</au><au>Goldman, Aaron L.</au><au>Gonul, Ali Saffet</au><au>Gruber, Oliver</au><au>Hajek, Tomas</au><au>Hawkins, Emma L.</au><au>Heinz, Andreas</au><au>Hidiroglu Ongun, Ceren</au><au>Hillegers, Manon H. J.</au><au>Houenou, Josselin</au><au>Hulshoff Pol, Hilleke E.</au><au>Hultman, Christina M.</au><au>Ingvar, Martin</au><au>Johansson, Viktoria</au><au>Jönsson, Erik G.</au><au>Kane, Fergus</au><au>Kempton, Matthew J.</au><au>Koenis, Marinka M. G.</au><au>Kopecek, Miloslav</au><au>Krämer, Bernd</au><au>Lawrie, Stephen M.</au><au>Lenroot, Rhoshel K.</au><au>Marcelis, Machteld</au><au>Mattay, Venkata S.</au><au>McDonald, Colm</au><au>Meyer‐Lindenberg, Andreas</au><au>Michielse, Stijn</au><au>Mitchell, Philip B.</au><au>Moreno, Dolores</au><au>Murray, Robin M.</au><au>Mwangi, Benson</au><au>Nabulsi, Leila</au><au>Newport, Jason</au><au>Olman, Cheryl A.</au><au>Os, Jim</au><au>Overs, Bronwyn J.</au><au>Ozerdem, Aysegul</au><au>Pergola, Giulio</au><au>Picchioni, Marco M.</au><au>Piguet, Camille</au><au>Pomarol‐Clotet, Edith</au><au>Radua, Joaquim</au><au>Ramsay, Ian S.</au><au>Richter, Anja</au><au>Roberts, Gloria</au><au>Salvador, Raymond</au><au>Saricicek Aydogan, Aybala</au><au>Sarró, Salvador</au><au>Schofield, Peter R.</au><au>Simsek, Esma M.</au><au>Simsek, Fatma</au><au>Soares, Jair C.</au><au>Sugranyes, Gisela</au><au>Toulopoulou, Timothea</au><au>Tronchin, Giulia</au><au>Vieta, Eduard</au><au>Walter, Henrik</au><au>Weinberger, Daniel R.</au><au>Whalley, Heather C.</au><au>Wu, Mon‐Ju</au><au>Yalin, Nefize</au><au>Andreassen, Ole A.</au><au>Ching, Christopher R. K.</au><au>Thomopoulos, Sophia I.</au><au>Erp, Theo G. M.</au><au>Jahanshad, Neda</au><au>Thompson, Paul M.</au><au>Kahn, René S.</au><au>Haren, Neeltje E. M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Intelligence, educational attainment, and brain structure in those at familial high‐risk for schizophrenia or bipolar disorder</atitle><jtitle>Human brain mapping</jtitle><addtitle>Hum Brain Mapp</addtitle><date>2022-01</date><risdate>2022</risdate><volume>43</volume><issue>1</issue><spage>414</spage><epage>430</epage><pages>414-430</pages><issn>1065-9471</issn><issn>1097-0193</issn><eissn>1097-0193</eissn><abstract>First‐degree relatives of patients diagnosed with schizophrenia (SZ‐FDRs) show similar patterns of brain abnormalities and cognitive alterations to patients, albeit with smaller effect sizes. First‐degree relatives of patients diagnosed with bipolar disorder (BD‐FDRs) show divergent patterns; on average, intracranial volume is larger compared to controls, and findings on cognitive alterations in BD‐FDRs are inconsistent. Here, we performed a meta‐analysis of global and regional brain measures (cortical and subcortical), current IQ, and educational attainment in 5,795 individuals (1,103 SZ‐FDRs, 867 BD‐FDRs, 2,190 controls, 942 schizophrenia patients, 693 bipolar patients) from 36 schizophrenia and/or bipolar disorder family cohorts, with standardized methods. Compared to controls, SZ‐FDRs showed a pattern of widespread thinner cortex, while BD‐FDRs had widespread larger cortical surface area. IQ was lower in SZ‐FDRs (d = −0.42, p = 3 × 10−5), with weak evidence of IQ reductions among BD‐FDRs (d = −0.23, p = .045). Both relative groups had similar educational attainment compared to controls. When adjusting for IQ or educational attainment, the group‐effects on brain measures changed, albeit modestly. Changes were in the expected direction, with less pronounced brain abnormalities in SZ‐FDRs and more pronounced effects in BD‐FDRs. To conclude, SZ‐FDRs and BD‐FDRs show a differential pattern of structural brain abnormalities. In contrast, both had lower IQ scores and similar school achievements compared to controls. Given that brain differences between SZ‐FDRs and BD‐FDRs remain after adjusting for IQ or educational attainment, we suggest that differential brain developmental processes underlying predisposition for schizophrenia or bipolar disorder are likely independent of general cognitive impairment.
Family members of patients with schizophrenia (SZ‐FDRs) and bipolar disorder (BD‐FDRs) can provide insight into the effect of familial risk of these disorders on the brain and cognition. Here, we performed a meta‐analysis of global and regional brain measures, IQ, and educational attainment in 5,795 individuals. Both SZ‐FDRs and BD‐FDRs showed structural brain abnormalities, but in different regions and directions. In contrast, both had lower IQ scores yet similar school achievements compared to controls. Given that brain differences between SZ‐FDRs and BD‐FDRs remain after adjusting for IQ or educational attainment, we suggest that differential brain developmental processes underlying predisposition for schizophrenia or bipolar disorder are likely independent of general cognitive impairment.</abstract><cop>Hoboken, USA</cop><pub>John Wiley & Sons, Inc</pub><pmid>33027543</pmid><doi>10.1002/hbm.25206</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0003-4120-0474</orcidid><orcidid>https://orcid.org/0000-0002-0548-0053</orcidid><orcidid>https://orcid.org/0000-0001-9544-3944</orcidid><orcidid>https://orcid.org/0000-0002-4131-2970</orcidid><orcidid>https://orcid.org/0000-0001-9015-3550</orcidid><orcidid>https://orcid.org/0000-0002-3210-6470</orcidid><orcidid>https://orcid.org/0000-0002-9193-1841</orcidid><orcidid>https://orcid.org/0000-0002-0046-4070</orcidid><orcidid>https://orcid.org/0000-0001-8368-6332</orcidid><orcidid>https://orcid.org/0000-0003-3930-8646</orcidid><orcidid>https://orcid.org/0000-0003-2921-3408</orcidid><orcidid>https://orcid.org/0000-0002-7466-1544</orcidid><orcidid>https://orcid.org/0000-0003-0281-8458</orcidid><orcidid>https://orcid.org/0000-0001-5557-1562</orcidid><orcidid>https://orcid.org/0000-0002-8005-3940</orcidid><orcidid>https://orcid.org/0000-0002-8159-8563</orcidid><orcidid>https://orcid.org/0000-0003-3775-7245</orcidid><orcidid>https://orcid.org/0000-0002-8962-7269</orcidid><orcidid>https://orcid.org/0000-0002-8516-923X</orcidid><orcidid>https://orcid.org/0000-0002-2038-5281</orcidid><orcidid>https://orcid.org/0000-0003-2967-9662</orcidid><orcidid>https://orcid.org/0000-0002-2465-2797</orcidid><orcidid>https://orcid.org/0000-0001-6421-2633</orcidid><orcidid>https://orcid.org/0000-0001-5496-9587</orcidid><orcidid>https://orcid.org/0000-0003-1369-5983</orcidid><orcidid>https://orcid.org/0000-0003-1835-2189</orcidid><orcidid>https://orcid.org/0000-0002-1145-9103</orcidid><orcidid>https://orcid.org/0000-0002-5632-3154</orcidid><orcidid>https://orcid.org/0000-0002-9839-5391</orcidid><orcidid>https://orcid.org/0000-0002-0576-6887</orcidid><orcidid>https://orcid.org/0000-0003-1240-5438</orcidid><orcidid>https://orcid.org/0000-0002-3859-3847</orcidid><orcidid>https://orcid.org/0000-0002-4749-6977</orcidid><orcidid>https://orcid.org/0000-0001-7876-3495</orcidid><orcidid>https://orcid.org/0000-0002-2545-7862</orcidid><orcidid>https://orcid.org/0000-0002-2782-0856</orcidid><orcidid>https://orcid.org/0000-0002-3063-6929</orcidid><oa>free_for_read</oa></addata></record> |
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ispartof | Human brain mapping, 2022-01, Vol.43 (1), p.414-430 |
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source | MEDLINE; NORA - Norwegian Open Research Archives; Wiley Online Library Open Access; DOAJ Directory of Open Access Journals; Wiley Online Library Journals Frontfile Complete; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central; SWEPUB Freely available online |
subjects | Abnormalities Bipolar disorder Bipolar Disorder - complications Bipolar Disorder - diagnostic imaging Bipolar Disorder - pathology Brain Cognitive ability Cognitive Dysfunction - diagnostic imaging Cognitive Dysfunction - pathology Demographics Education Educational attainment Educational Status Families & family life Family Genetic Predisposition to Disease Health risk assessment Humans Intelligence Intelligence - physiology Magnetic Resonance Imaging Mental disorders Neuroimaging Patients relatives Schizophrenia Schizophrenia - complications Schizophrenia - diagnostic imaging Schizophrenia - etiology Schizophrenia - pathology |
title | Intelligence, educational attainment, and brain structure in those at familial high‐risk for schizophrenia or bipolar disorder |
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