Cargando…

Detecting multiple differentially methylated CpG sites and regions related to dimensional psychopathology in youths

BACKGROUND: Psychiatric symptomatology during late childhood and early adolescence tends to persist later in life. In the present longitudinal study, we aimed to identify changes in genome-wide DNA methylation patterns that were associated with the emergence of psychopathology in youths from the Bra...

Descripción completa

Detalles Bibliográficos
Autores principales: Spindola, Leticia M., Santoro, Marcos L., Pan, Pedro M., Ota, Vanessa K., Xavier, Gabriela, Carvalho, Carolina M., Talarico, Fernanda, Sleiman, Patrick, March, Michael, Pellegrino, Renata, Brietzke, Elisa, Grassi-Oliveira, Rodrigo, Mari, Jair J., Gadelha, Ary, Miguel, Euripedes C., Rohde, Luis A., Bressan, Rodrigo A., Mazzotti, Diego R., Sato, João R., Salum, Giovanni A., Hakonarson, Hakon, Belangero, Sintia I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6805541/
https://www.ncbi.nlm.nih.gov/pubmed/31639064
http://dx.doi.org/10.1186/s13148-019-0740-z
_version_ 1783461409766506496
author Spindola, Leticia M.
Santoro, Marcos L.
Pan, Pedro M.
Ota, Vanessa K.
Xavier, Gabriela
Carvalho, Carolina M.
Talarico, Fernanda
Sleiman, Patrick
March, Michael
Pellegrino, Renata
Brietzke, Elisa
Grassi-Oliveira, Rodrigo
Mari, Jair J.
Gadelha, Ary
Miguel, Euripedes C.
Rohde, Luis A.
Bressan, Rodrigo A.
Mazzotti, Diego R.
Sato, João R.
Salum, Giovanni A.
Hakonarson, Hakon
Belangero, Sintia I.
author_facet Spindola, Leticia M.
Santoro, Marcos L.
Pan, Pedro M.
Ota, Vanessa K.
Xavier, Gabriela
Carvalho, Carolina M.
Talarico, Fernanda
Sleiman, Patrick
March, Michael
Pellegrino, Renata
Brietzke, Elisa
Grassi-Oliveira, Rodrigo
Mari, Jair J.
Gadelha, Ary
Miguel, Euripedes C.
Rohde, Luis A.
Bressan, Rodrigo A.
Mazzotti, Diego R.
Sato, João R.
Salum, Giovanni A.
Hakonarson, Hakon
Belangero, Sintia I.
author_sort Spindola, Leticia M.
collection PubMed
description BACKGROUND: Psychiatric symptomatology during late childhood and early adolescence tends to persist later in life. In the present longitudinal study, we aimed to identify changes in genome-wide DNA methylation patterns that were associated with the emergence of psychopathology in youths from the Brazilian High-Risk Cohort (HRC) for psychiatric disorders. Moreover, for the differentially methylated genes, we verified whether differences in DNA methylation corresponded to differences in mRNA transcript levels by analyzing the gene expression levels in the blood and by correlating the variation of DNA methylation values with the variation of mRNA levels of the same individuals. Finally, we examined whether the variations in DNA methylation and mRNA levels were correlated with psychopathology measurements over time. METHODS: We selected 24 youths from the HRC who presented with an increase in dimensional psychopathology at a 3-year follow-up as measured by the Child Behavior Checklist (CBCL). The DNA methylation and gene expression data were compared in peripheral blood samples (n = 48) obtained from the 24 youths before and after developing psychopathology. We implemented a methodological framework to reduce the effect of chronological age on DNA methylation using an independent population of 140 youths and the effect of puberty using data from the literature. RESULTS: We identified 663 differentially methylated positions (DMPs) and 90 differentially methylated regions (DMRs) associated with the emergence of psychopathology. We observed that 15 DMPs were mapped to genes that were differentially expressed in the blood; among these, we found a correlation between the DNA methylation and mRNA levels of RB1CC1 and a correlation between the CBCL and mRNA levels of KMT2E. Of the DMRs, three genes were differentially expressed: ASCL2, which is involved in neurogenesis; HLA-E, which is mapped to the MHC loci; and RPS6KB1, the gene expression of which was correlated with an increase in the CBCL between the time points. CONCLUSIONS: We observed that changes in DNA methylation and, consequently, in gene expression in the peripheral blood occurred concurrently with the emergence of dimensional psychopathology in youths. Therefore, epigenomic modulations might be involved in the regulation of an individual’s development of psychopathology.
format Online
Article
Text
id pubmed-6805541
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-68055412019-10-24 Detecting multiple differentially methylated CpG sites and regions related to dimensional psychopathology in youths Spindola, Leticia M. Santoro, Marcos L. Pan, Pedro M. Ota, Vanessa K. Xavier, Gabriela Carvalho, Carolina M. Talarico, Fernanda Sleiman, Patrick March, Michael Pellegrino, Renata Brietzke, Elisa Grassi-Oliveira, Rodrigo Mari, Jair J. Gadelha, Ary Miguel, Euripedes C. Rohde, Luis A. Bressan, Rodrigo A. Mazzotti, Diego R. Sato, João R. Salum, Giovanni A. Hakonarson, Hakon Belangero, Sintia I. Clin Epigenetics Research BACKGROUND: Psychiatric symptomatology during late childhood and early adolescence tends to persist later in life. In the present longitudinal study, we aimed to identify changes in genome-wide DNA methylation patterns that were associated with the emergence of psychopathology in youths from the Brazilian High-Risk Cohort (HRC) for psychiatric disorders. Moreover, for the differentially methylated genes, we verified whether differences in DNA methylation corresponded to differences in mRNA transcript levels by analyzing the gene expression levels in the blood and by correlating the variation of DNA methylation values with the variation of mRNA levels of the same individuals. Finally, we examined whether the variations in DNA methylation and mRNA levels were correlated with psychopathology measurements over time. METHODS: We selected 24 youths from the HRC who presented with an increase in dimensional psychopathology at a 3-year follow-up as measured by the Child Behavior Checklist (CBCL). The DNA methylation and gene expression data were compared in peripheral blood samples (n = 48) obtained from the 24 youths before and after developing psychopathology. We implemented a methodological framework to reduce the effect of chronological age on DNA methylation using an independent population of 140 youths and the effect of puberty using data from the literature. RESULTS: We identified 663 differentially methylated positions (DMPs) and 90 differentially methylated regions (DMRs) associated with the emergence of psychopathology. We observed that 15 DMPs were mapped to genes that were differentially expressed in the blood; among these, we found a correlation between the DNA methylation and mRNA levels of RB1CC1 and a correlation between the CBCL and mRNA levels of KMT2E. Of the DMRs, three genes were differentially expressed: ASCL2, which is involved in neurogenesis; HLA-E, which is mapped to the MHC loci; and RPS6KB1, the gene expression of which was correlated with an increase in the CBCL between the time points. CONCLUSIONS: We observed that changes in DNA methylation and, consequently, in gene expression in the peripheral blood occurred concurrently with the emergence of dimensional psychopathology in youths. Therefore, epigenomic modulations might be involved in the regulation of an individual’s development of psychopathology. BioMed Central 2019-10-21 /pmc/articles/PMC6805541/ /pubmed/31639064 http://dx.doi.org/10.1186/s13148-019-0740-z Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Spindola, Leticia M.
Santoro, Marcos L.
Pan, Pedro M.
Ota, Vanessa K.
Xavier, Gabriela
Carvalho, Carolina M.
Talarico, Fernanda
Sleiman, Patrick
March, Michael
Pellegrino, Renata
Brietzke, Elisa
Grassi-Oliveira, Rodrigo
Mari, Jair J.
Gadelha, Ary
Miguel, Euripedes C.
Rohde, Luis A.
Bressan, Rodrigo A.
Mazzotti, Diego R.
Sato, João R.
Salum, Giovanni A.
Hakonarson, Hakon
Belangero, Sintia I.
Detecting multiple differentially methylated CpG sites and regions related to dimensional psychopathology in youths
title Detecting multiple differentially methylated CpG sites and regions related to dimensional psychopathology in youths
title_full Detecting multiple differentially methylated CpG sites and regions related to dimensional psychopathology in youths
title_fullStr Detecting multiple differentially methylated CpG sites and regions related to dimensional psychopathology in youths
title_full_unstemmed Detecting multiple differentially methylated CpG sites and regions related to dimensional psychopathology in youths
title_short Detecting multiple differentially methylated CpG sites and regions related to dimensional psychopathology in youths
title_sort detecting multiple differentially methylated cpg sites and regions related to dimensional psychopathology in youths
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6805541/
https://www.ncbi.nlm.nih.gov/pubmed/31639064
http://dx.doi.org/10.1186/s13148-019-0740-z
work_keys_str_mv AT spindolaleticiam detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT santoromarcosl detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT panpedrom detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT otavanessak detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT xaviergabriela detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT carvalhocarolinam detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT talaricofernanda detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT sleimanpatrick detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT marchmichael detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT pellegrinorenata detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT brietzkeelisa detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT grassioliveirarodrigo detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT marijairj detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT gadelhaary detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT migueleuripedesc detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT rohdeluisa detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT bressanrodrigoa detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT mazzottidiegor detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT satojoaor detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT salumgiovannia detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT hakonarsonhakon detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths
AT belangerosintiai detectingmultipledifferentiallymethylatedcpgsitesandregionsrelatedtodimensionalpsychopathologyinyouths