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The methylome in females with adolescent Conduct Disorder: Neural pathomechanisms and environmental risk factors
Conduct Disorder (CD) is an impairing psychiatric disorder of childhood and adolescence characterized by aggressive and dissocial behavior. Environmental factors such as maternal smoking during pregnancy, socio-economic status, trauma, or early life stress are associated with CD. Although the number...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8797262/ https://www.ncbi.nlm.nih.gov/pubmed/35089926 http://dx.doi.org/10.1371/journal.pone.0261691 |
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author | Chiocchetti, Andreas G. Yousaf, Afsheen Waltes, Regina Bernhard, Anka Martinelli, Anne Ackermann, Katharina Haslinger, Denise Rotter, Björn Krezdorn, Nico Konrad, Kerstin Kohls, Gregor Vetro, Agnes Hervas, Amaia Fernández-Rivas, Aranzazu Freitag, Christine M. |
author_facet | Chiocchetti, Andreas G. Yousaf, Afsheen Waltes, Regina Bernhard, Anka Martinelli, Anne Ackermann, Katharina Haslinger, Denise Rotter, Björn Krezdorn, Nico Konrad, Kerstin Kohls, Gregor Vetro, Agnes Hervas, Amaia Fernández-Rivas, Aranzazu Freitag, Christine M. |
author_sort | Chiocchetti, Andreas G. |
collection | PubMed |
description | Conduct Disorder (CD) is an impairing psychiatric disorder of childhood and adolescence characterized by aggressive and dissocial behavior. Environmental factors such as maternal smoking during pregnancy, socio-economic status, trauma, or early life stress are associated with CD. Although the number of females with CD is rising in Western societies, CD is under-researched in female cohorts. We aimed at exploring the epigenetic signature of females with CD and its relation to psychosocial and environmental risk factors. We performed HpaII sensitive genome-wide methylation sequencing of 49 CD girls and 50 matched typically developing controls and linear regression models to identify differentially methylated CpG loci (tags) and regions. Significant tags and regions were mapped to the respective genes and tested for enrichment in pathways and brain developmental processes. Finally, epigenetic signatures were tested as mediators for CD-associated risk factors. We identified a 12% increased methylation 5’ of the neurite modulator SLITRK5 (FDR = 0.0046) in cases within a glucocorticoid receptor binding site. Functionally, methylation positively correlated with gene expression in lymphoblastoid cell lines. At systems-level, genes (uncorr. P < 0.01) were associated with development of neurons, neurite outgrowth or neuronal developmental processes. At gene expression level, the associated gene-networks are activated perinatally and during early childhood in neocortical regions, thalamus and striatum, and expressed in amygdala and hippocampus. Specifically, the epigenetic signatures of the gene network activated in the thalamus during early childhood correlated with the effect of parental education on CD status possibly mediating its protective effect. The differential methylation patterns identified in females with CD are likely to affect genes that are expressed in brain regions previously indicated in CD. We provide suggestive evidence that protective effects are likely mediated by epigenetic mechanisms impairing specific brain developmental networks and therefore exerting a long-term effect on neural functions in CD. Our results are exploratory and thus, further replication is needed. |
format | Online Article Text |
id | pubmed-8797262 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-87972622022-01-29 The methylome in females with adolescent Conduct Disorder: Neural pathomechanisms and environmental risk factors Chiocchetti, Andreas G. Yousaf, Afsheen Waltes, Regina Bernhard, Anka Martinelli, Anne Ackermann, Katharina Haslinger, Denise Rotter, Björn Krezdorn, Nico Konrad, Kerstin Kohls, Gregor Vetro, Agnes Hervas, Amaia Fernández-Rivas, Aranzazu Freitag, Christine M. PLoS One Research Article Conduct Disorder (CD) is an impairing psychiatric disorder of childhood and adolescence characterized by aggressive and dissocial behavior. Environmental factors such as maternal smoking during pregnancy, socio-economic status, trauma, or early life stress are associated with CD. Although the number of females with CD is rising in Western societies, CD is under-researched in female cohorts. We aimed at exploring the epigenetic signature of females with CD and its relation to psychosocial and environmental risk factors. We performed HpaII sensitive genome-wide methylation sequencing of 49 CD girls and 50 matched typically developing controls and linear regression models to identify differentially methylated CpG loci (tags) and regions. Significant tags and regions were mapped to the respective genes and tested for enrichment in pathways and brain developmental processes. Finally, epigenetic signatures were tested as mediators for CD-associated risk factors. We identified a 12% increased methylation 5’ of the neurite modulator SLITRK5 (FDR = 0.0046) in cases within a glucocorticoid receptor binding site. Functionally, methylation positively correlated with gene expression in lymphoblastoid cell lines. At systems-level, genes (uncorr. P < 0.01) were associated with development of neurons, neurite outgrowth or neuronal developmental processes. At gene expression level, the associated gene-networks are activated perinatally and during early childhood in neocortical regions, thalamus and striatum, and expressed in amygdala and hippocampus. Specifically, the epigenetic signatures of the gene network activated in the thalamus during early childhood correlated with the effect of parental education on CD status possibly mediating its protective effect. The differential methylation patterns identified in females with CD are likely to affect genes that are expressed in brain regions previously indicated in CD. We provide suggestive evidence that protective effects are likely mediated by epigenetic mechanisms impairing specific brain developmental networks and therefore exerting a long-term effect on neural functions in CD. Our results are exploratory and thus, further replication is needed. Public Library of Science 2022-01-28 /pmc/articles/PMC8797262/ /pubmed/35089926 http://dx.doi.org/10.1371/journal.pone.0261691 Text en © 2022 Chiocchetti et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Chiocchetti, Andreas G. Yousaf, Afsheen Waltes, Regina Bernhard, Anka Martinelli, Anne Ackermann, Katharina Haslinger, Denise Rotter, Björn Krezdorn, Nico Konrad, Kerstin Kohls, Gregor Vetro, Agnes Hervas, Amaia Fernández-Rivas, Aranzazu Freitag, Christine M. The methylome in females with adolescent Conduct Disorder: Neural pathomechanisms and environmental risk factors |
title | The methylome in females with adolescent Conduct Disorder: Neural pathomechanisms and environmental risk factors |
title_full | The methylome in females with adolescent Conduct Disorder: Neural pathomechanisms and environmental risk factors |
title_fullStr | The methylome in females with adolescent Conduct Disorder: Neural pathomechanisms and environmental risk factors |
title_full_unstemmed | The methylome in females with adolescent Conduct Disorder: Neural pathomechanisms and environmental risk factors |
title_short | The methylome in females with adolescent Conduct Disorder: Neural pathomechanisms and environmental risk factors |
title_sort | methylome in females with adolescent conduct disorder: neural pathomechanisms and environmental risk factors |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8797262/ https://www.ncbi.nlm.nih.gov/pubmed/35089926 http://dx.doi.org/10.1371/journal.pone.0261691 |
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