Impact of life adversity and gene expression on psychiatric symptoms in children and adolescents: findings from the Brazilian high risk cohort study

While the influence of both genetic and environmental factors on the development of psychiatric symptoms is well-recognized, the precise nature of their interaction throughout development remains a subject of ongoing debate. This study investigated the association between the expression of 78 candid...

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Published inFrontiers in psychiatry Vol. 16; p. 1505421
Main Authors Ota, Vanessa Kiyomi, Oliveira, Adrielle Martins, Bugiga, Amanda Victória Gomes, Conceição, Helena B, Galante, Pedro Alexandre Favoretto, Asprino, Paula Fontes, Schäfer, Julia Luiza, Hoffmann, Mauricio Scopel, Bressan, Rodrigo, Brietzke, Elisa, Manfro, Gisele Gus, Grassi-Oliveira, Rodrigo, Gadelha, Ary, Rohde, Luis Augusto, Miguel, Euripedes Constantino, Pan, Pedro Mario, Santoro, Marcos Leite, Salum, Giovanni Abrahao, Carvalho, Carolina Muniz, Belangero, Sintia Iole
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Published Switzerland Frontiers Media S.A 2025
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Abstract While the influence of both genetic and environmental factors on the development of psychiatric symptoms is well-recognized, the precise nature of their interaction throughout development remains a subject of ongoing debate. This study investigated the association between the expression of 78 candidate genes, previously associated with psychiatric phenotypes, in peripheral blood and both adversity and psychopathology in a sample of 298 young individuals assessed at two time points from the Brazilian High Risk Cohort Study for Mental Conditions (BHRCS). Psychopathology was assessed using the Child Behavior Checklist (CBCL), considering the total CBCL, p-factor (i.e. general factor of psychopathology), and internalizing and externalizing symptoms as clinical variables. The life adversities considered in this study includes four composite variables: child maltreatment, stressful life events, threat and deprivation. Gene expression was measured using next-generation sequencing for target genes and differential gene expression was analyzed with the DESeq2 package. Mixed models revealed six genes associated with internalizing symptoms: NR3C1, HSPBP1, SIN3A, SMAD4, and CRLF3 genes exhibited a negative correlation with these symptoms, while FAR1 gene showed a positive correlation. Additionally, we also found a negative association between USP38 gene expression and externalizing symptoms. Finally, DENND11 and PRRC1 genes were negatively associated with deprivation, a latent factor characterized by neglect, parental absence, and measures of material forms of deprivation. No mediation or moderation effect was observed of gene expression on the association between life adversities and psychiatric symptoms, meaning that they might influence distinct pathways. Among these nine genes, NR3C1, which encodes a glucocorticoid receptor, is by far the most investigated, being associated with depressive symptoms, early life adversity, and stress. While further research is needed to fully understand the complex relationship between gene expression, life adversities, and psychopathology, our findings provide valuable insights into the molecular mechanisms underlying mental disorders.
AbstractList IntroductionWhile the influence of both genetic and environmental factors on the development of psychiatric symptoms is well-recognized, the precise nature of their interaction throughout development remains a subject of ongoing debate. This study investigated the association between the expression of 78 candidate genes, previously associated with psychiatric phenotypes, in peripheral blood and both adversity and psychopathology in a sample of 298 young individuals assessed at two time points from the Brazilian High Risk Cohort Study for Mental Conditions (BHRCS).MethodsPsychopathology was assessed using the Child Behavior Checklist (CBCL), considering the total CBCL, p-factor (i.e. general factor of psychopathology), and internalizing and externalizing symptoms as clinical variables. The life adversities considered in this study includes four composite variables: child maltreatment, stressful life events, threat and deprivation. Gene expression was measured using next-generation sequencing for target genes and differential gene expression was analyzed with the DESeq2 package.ResultsMixed models revealed six genes associated with internalizing symptoms: NR3C1, HSPBP1, SIN3A, SMAD4, and CRLF3 genes exhibited a negative correlation with these symptoms, while FAR1 gene showed a positive correlation. Additionally, we also found a negative association between USP38 gene expression and externalizing symptoms. Finally, DENND11 and PRRC1 genes were negatively associated with deprivation, a latent factor characterized by neglect, parental absence, and measures of material forms of deprivation. No mediation or moderation effect was observed of gene expression on the association between life adversities and psychiatric symptoms, meaning that they might influence distinct pathways.DiscussionAmong these nine genes, NR3C1, which encodes a glucocorticoid receptor, is by far the most investigated, being associated with depressive symptoms, early life adversity, and stress. While further research is needed to fully understand the complex relationship between gene expression, life adversities, and psychopathology, our findings provide valuable insights into the molecular mechanisms underlying mental disorders.
While the influence of both genetic and environmental factors on the development of psychiatric symptoms is well-recognized, the precise nature of their interaction throughout development remains a subject of ongoing debate. This study investigated the association between the expression of 78 candidate genes, previously associated with psychiatric phenotypes, in peripheral blood and both adversity and psychopathology in a sample of 298 young individuals assessed at two time points from the Brazilian High Risk Cohort Study for Mental Conditions (BHRCS).IntroductionWhile the influence of both genetic and environmental factors on the development of psychiatric symptoms is well-recognized, the precise nature of their interaction throughout development remains a subject of ongoing debate. This study investigated the association between the expression of 78 candidate genes, previously associated with psychiatric phenotypes, in peripheral blood and both adversity and psychopathology in a sample of 298 young individuals assessed at two time points from the Brazilian High Risk Cohort Study for Mental Conditions (BHRCS).Psychopathology was assessed using the Child Behavior Checklist (CBCL), considering the total CBCL, p-factor (i.e. general factor of psychopathology), and internalizing and externalizing symptoms as clinical variables. The life adversities considered in this study includes four composite variables: child maltreatment, stressful life events, threat and deprivation. Gene expression was measured using next-generation sequencing for target genes and differential gene expression was analyzed with the DESeq2 package.MethodsPsychopathology was assessed using the Child Behavior Checklist (CBCL), considering the total CBCL, p-factor (i.e. general factor of psychopathology), and internalizing and externalizing symptoms as clinical variables. The life adversities considered in this study includes four composite variables: child maltreatment, stressful life events, threat and deprivation. Gene expression was measured using next-generation sequencing for target genes and differential gene expression was analyzed with the DESeq2 package.Mixed models revealed six genes associated with internalizing symptoms: NR3C1, HSPBP1, SIN3A, SMAD4, and CRLF3 genes exhibited a negative correlation with these symptoms, while FAR1 gene showed a positive correlation. Additionally, we also found a negative association between USP38 gene expression and externalizing symptoms. Finally, DENND11 and PRRC1 genes were negatively associated with deprivation, a latent factor characterized by neglect, parental absence, and measures of material forms of deprivation. No mediation or moderation effect was observed of gene expression on the association between life adversities and psychiatric symptoms, meaning that they might influence distinct pathways.ResultsMixed models revealed six genes associated with internalizing symptoms: NR3C1, HSPBP1, SIN3A, SMAD4, and CRLF3 genes exhibited a negative correlation with these symptoms, while FAR1 gene showed a positive correlation. Additionally, we also found a negative association between USP38 gene expression and externalizing symptoms. Finally, DENND11 and PRRC1 genes were negatively associated with deprivation, a latent factor characterized by neglect, parental absence, and measures of material forms of deprivation. No mediation or moderation effect was observed of gene expression on the association between life adversities and psychiatric symptoms, meaning that they might influence distinct pathways.Among these nine genes, NR3C1, which encodes a glucocorticoid receptor, is by far the most investigated, being associated with depressive symptoms, early life adversity, and stress. While further research is needed to fully understand the complex relationship between gene expression, life adversities, and psychopathology, our findings provide valuable insights into the molecular mechanisms underlying mental disorders.DiscussionAmong these nine genes, NR3C1, which encodes a glucocorticoid receptor, is by far the most investigated, being associated with depressive symptoms, early life adversity, and stress. While further research is needed to fully understand the complex relationship between gene expression, life adversities, and psychopathology, our findings provide valuable insights into the molecular mechanisms underlying mental disorders.
While the influence of both genetic and environmental factors on the development of psychiatric symptoms is well-recognized, the precise nature of their interaction throughout development remains a subject of ongoing debate. This study investigated the association between the expression of 78 candidate genes, previously associated with psychiatric phenotypes, in peripheral blood and both adversity and psychopathology in a sample of 298 young individuals assessed at two time points from the Brazilian High Risk Cohort Study for Mental Conditions (BHRCS). Psychopathology was assessed using the Child Behavior Checklist (CBCL), considering the total CBCL, p-factor (i.e. general factor of psychopathology), and internalizing and externalizing symptoms as clinical variables. The life adversities considered in this study includes four composite variables: child maltreatment, stressful life events, threat and deprivation. Gene expression was measured using next-generation sequencing for target genes and differential gene expression was analyzed with the DESeq2 package. Mixed models revealed six genes associated with internalizing symptoms: NR3C1, HSPBP1, SIN3A, SMAD4, and CRLF3 genes exhibited a negative correlation with these symptoms, while FAR1 gene showed a positive correlation. Additionally, we also found a negative association between USP38 gene expression and externalizing symptoms. Finally, DENND11 and PRRC1 genes were negatively associated with deprivation, a latent factor characterized by neglect, parental absence, and measures of material forms of deprivation. No mediation or moderation effect was observed of gene expression on the association between life adversities and psychiatric symptoms, meaning that they might influence distinct pathways. Among these nine genes, NR3C1, which encodes a glucocorticoid receptor, is by far the most investigated, being associated with depressive symptoms, early life adversity, and stress. While further research is needed to fully understand the complex relationship between gene expression, life adversities, and psychopathology, our findings provide valuable insights into the molecular mechanisms underlying mental disorders.
Author Galante, Pedro Alexandre Favoretto
Belangero, Sintia Iole
Miguel, Euripedes Constantino
Bressan, Rodrigo
Hoffmann, Mauricio Scopel
Grassi-Oliveira, Rodrigo
Manfro, Gisele Gus
Gadelha, Ary
Asprino, Paula Fontes
Ota, Vanessa Kiyomi
Pan, Pedro Mario
Santoro, Marcos Leite
Oliveira, Adrielle Martins
Bugiga, Amanda Victória Gomes
Brietzke, Elisa
Rohde, Luis Augusto
Carvalho, Carolina Muniz
Conceição, Helena B
Salum, Giovanni Abrahao
Schäfer, Julia Luiza
AuthorAffiliation 7 Department of Psychiatry, Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul (UFRGS) , Porto Alegre , Brazil
13 Translational Neuropsychiatry Unit, Aarhus University , Aarhus , Denmark
1 Laboratory of Integrative Neuroscience (LiNC), Universidade Federal de São Paulo (UNIFESP) , São Paulo , Brazil
3 National Institute of Developmental Psychiatry & National Center for Innovation and Research in Mental Health (CISM) , Sao Paulo , Brazil
18 Disciplina de Biologia Molecular, Departamento de Bioquímica, UNIFESP , São Paulo , Brazil
15 Medical Council, Centro Universitário de Jaguariúna (UNIFAJ) , Jaguariúna , Brazil
4 Genetics Division, Department of Morphology and Genetics, UNIFESP , São Paulo , Brazil
9 Mental Health Epidemiology Group (MHEG), Universidade Federal de Santa Maria (UFSM) , Santa Maria , Brazil
17 Departamento de Psiquiatria do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo , São Paulo , Brazil
2 Post-Graduation Program in P
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Copyright © 2025 Ota, Oliveira, Bugiga, Conceição, Galante, Asprino, Schäfer, Hoffmann, Bressan, Brietzke, Manfro, Grassi-Oliveira, Gadelha, Rohde, Miguel, Pan, Santoro, Salum, Carvalho and Belangero 2025 Ota, Oliveira, Bugiga, Conceição, Galante, Asprino, Schäfer, Hoffmann, Bressan, Brietzke, Manfro, Grassi-Oliveira, Gadelha, Rohde, Miguel, Pan, Santoro, Salum, Carvalho and Belangero
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Keywords trauma
externalizing symptoms
genetics
psychopathology
transcriptome
internalizing symptoms
Language English
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Gabriela Xavier, Massachusetts General Hospital, and Harvard Medical School, United States
Edited by: Rodrigo G. Arzate-Mejía, Medical Faculty of the University of Zurich, Switzerland
Reviewed by: Daniela Laricchiuta, University of Perugia, Italy
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PublicationTitle Frontiers in psychiatry
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Snippet While the influence of both genetic and environmental factors on the development of psychiatric symptoms is well-recognized, the precise nature of their...
IntroductionWhile the influence of both genetic and environmental factors on the development of psychiatric symptoms is well-recognized, the precise nature of...
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SubjectTerms externalizing symptoms
genetics
internalizing symptoms
Psychiatry
psychopathology
transcriptome
trauma
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Title Impact of life adversity and gene expression on psychiatric symptoms in children and adolescents: findings from the Brazilian high risk cohort study
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