Common genetic variants contribute to heritability of age at onset of schizophrenia

Abstract Schizophrenia (SCZ) is a complex disorder that typically arises in late adolescence or early adulthood. Age at onset (AAO) of SCZ is associated with long-term outcomes of the disease. We explored the genetic architecture of AAO with a genome-wide association study (GWAS), heritability, poly...

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Main Authors: Ester Sada-Fuente, Selena Aranda, Sergi Papiol, Urs Heilbronner, María Dolores Moltó, Eduardo J. Aguilar, Javier González-Peñas, Álvaro Andreu-Bernabeu, Celso Arango, Benedicto Crespo-Facorro, Ana González-Pinto, Lourdes Fañanás, Barbara Arias, Julio Bobes, Javier Costas, Lourdes Martorell, Thomas G. Schulze, Janos L. Kalman, Elisabet Vilella, Gerard Muntané
Format: Article
Language:English
Published: Nature Publishing Group 2023-06-01
Series:Translational Psychiatry
Online Access:https://doi.org/10.1038/s41398-023-02508-0
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author Ester Sada-Fuente
Selena Aranda
Sergi Papiol
Urs Heilbronner
María Dolores Moltó
Eduardo J. Aguilar
Javier González-Peñas
Álvaro Andreu-Bernabeu
Celso Arango
Benedicto Crespo-Facorro
Ana González-Pinto
Lourdes Fañanás
Barbara Arias
Julio Bobes
Javier Costas
Lourdes Martorell
Thomas G. Schulze
Janos L. Kalman
Elisabet Vilella
Gerard Muntané
author_facet Ester Sada-Fuente
Selena Aranda
Sergi Papiol
Urs Heilbronner
María Dolores Moltó
Eduardo J. Aguilar
Javier González-Peñas
Álvaro Andreu-Bernabeu
Celso Arango
Benedicto Crespo-Facorro
Ana González-Pinto
Lourdes Fañanás
Barbara Arias
Julio Bobes
Javier Costas
Lourdes Martorell
Thomas G. Schulze
Janos L. Kalman
Elisabet Vilella
Gerard Muntané
author_sort Ester Sada-Fuente
collection DOAJ
description Abstract Schizophrenia (SCZ) is a complex disorder that typically arises in late adolescence or early adulthood. Age at onset (AAO) of SCZ is associated with long-term outcomes of the disease. We explored the genetic architecture of AAO with a genome-wide association study (GWAS), heritability, polygenic risk score (PRS), and copy number variant (CNV) analyses in 4 740 subjects of European ancestry. Although no genome-wide significant locus was identified, SNP-based heritability of AAO was estimated to be between 17 and 21%, indicating a moderate contribution of common variants. We also performed cross-trait PRS analyses with a set of mental disorders and identified a negative association between AAO and common variants for SCZ, childhood maltreatment and attention-deficit/hyperactivity disorder. We also investigated the role of copy number variants (CNVs) in AAO and found an association with the length and number of deletions (P-value = 0.03), whereas the presence of CNVs previously reported in SCZ was not associated with earlier onset. To our knowledge, this is the largest GWAS of AAO of SCZ to date in individuals from European ancestry, and the first study to determine the involvement of common variants in the heritability of AAO. Finally, we evidenced the role played by higher SCZ load in determining AAO but discarded the role of pathogenic CNVs. Altogether, these results shed light on the genetic architecture of AAO, which needs to be confirmed with larger studies.
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spelling doaj.art-79165bf273b64d24b7788777a2d08f5e2023-12-03T12:37:10ZengNature Publishing GroupTranslational Psychiatry2158-31882023-06-011311910.1038/s41398-023-02508-0Common genetic variants contribute to heritability of age at onset of schizophreniaEster Sada-Fuente0Selena Aranda1Sergi Papiol2Urs Heilbronner3María Dolores Moltó4Eduardo J. Aguilar5Javier González-Peñas6Álvaro Andreu-Bernabeu7Celso Arango8Benedicto Crespo-Facorro9Ana González-Pinto10Lourdes Fañanás11Barbara Arias12Julio Bobes13Javier Costas14Lourdes Martorell15Thomas G. Schulze16Janos L. Kalman17Elisabet Vilella18Gerard Muntané19Hospital Universitari Institut Pere Mata, Institut d’Investigació Sanitària Pere Virgili (IISPV), Department of Psychiatry, Universitat Rovira i Virgili (URV)Hospital Universitari Institut Pere Mata, Institut d’Investigació Sanitària Pere Virgili (IISPV), Department of Psychiatry, Universitat Rovira i Virgili (URV)Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, Ludwig Maximilian University of MunichInstitute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, Ludwig Maximilian University of MunichCentro de Investigación Biomédica en Red de Salud Mental (CIBERSAM)Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM)Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM)Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM)Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM)Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM)Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM)Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM)Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM)Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM)Psychiatric Genetics Group, Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Servizo Galego de Saúde (SERGAS), Complexo Hospitalario Universitario de Santiago de Compostela (CHUS)Hospital Universitari Institut Pere Mata, Institut d’Investigació Sanitària Pere Virgili (IISPV), Department of Psychiatry, Universitat Rovira i Virgili (URV)Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, Ludwig Maximilian University of MunichInstitute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, Ludwig Maximilian University of MunichHospital Universitari Institut Pere Mata, Institut d’Investigació Sanitària Pere Virgili (IISPV), Department of Psychiatry, Universitat Rovira i Virgili (URV)Hospital Universitari Institut Pere Mata, Institut d’Investigació Sanitària Pere Virgili (IISPV), Department of Psychiatry, Universitat Rovira i Virgili (URV)Abstract Schizophrenia (SCZ) is a complex disorder that typically arises in late adolescence or early adulthood. Age at onset (AAO) of SCZ is associated with long-term outcomes of the disease. We explored the genetic architecture of AAO with a genome-wide association study (GWAS), heritability, polygenic risk score (PRS), and copy number variant (CNV) analyses in 4 740 subjects of European ancestry. Although no genome-wide significant locus was identified, SNP-based heritability of AAO was estimated to be between 17 and 21%, indicating a moderate contribution of common variants. We also performed cross-trait PRS analyses with a set of mental disorders and identified a negative association between AAO and common variants for SCZ, childhood maltreatment and attention-deficit/hyperactivity disorder. We also investigated the role of copy number variants (CNVs) in AAO and found an association with the length and number of deletions (P-value = 0.03), whereas the presence of CNVs previously reported in SCZ was not associated with earlier onset. To our knowledge, this is the largest GWAS of AAO of SCZ to date in individuals from European ancestry, and the first study to determine the involvement of common variants in the heritability of AAO. Finally, we evidenced the role played by higher SCZ load in determining AAO but discarded the role of pathogenic CNVs. Altogether, these results shed light on the genetic architecture of AAO, which needs to be confirmed with larger studies.https://doi.org/10.1038/s41398-023-02508-0
spellingShingle Ester Sada-Fuente
Selena Aranda
Sergi Papiol
Urs Heilbronner
María Dolores Moltó
Eduardo J. Aguilar
Javier González-Peñas
Álvaro Andreu-Bernabeu
Celso Arango
Benedicto Crespo-Facorro
Ana González-Pinto
Lourdes Fañanás
Barbara Arias
Julio Bobes
Javier Costas
Lourdes Martorell
Thomas G. Schulze
Janos L. Kalman
Elisabet Vilella
Gerard Muntané
Common genetic variants contribute to heritability of age at onset of schizophrenia
Translational Psychiatry
title Common genetic variants contribute to heritability of age at onset of schizophrenia
title_full Common genetic variants contribute to heritability of age at onset of schizophrenia
title_fullStr Common genetic variants contribute to heritability of age at onset of schizophrenia
title_full_unstemmed Common genetic variants contribute to heritability of age at onset of schizophrenia
title_short Common genetic variants contribute to heritability of age at onset of schizophrenia
title_sort common genetic variants contribute to heritability of age at onset of schizophrenia
url https://doi.org/10.1038/s41398-023-02508-0
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