Cargando…

Association between DNA methylation and ADHD symptoms from birth to school age: a prospective meta-analysis

Attention-deficit and hyperactivity disorder (ADHD) is a common childhood disorder with a substantial genetic component. However, the extent to which epigenetic mechanisms play a role in the etiology of the disorder is unknown. We performed epigenome-wide association studies (EWAS) within the Pregna...

Descripción completa

Detalles Bibliográficos
Autores principales: Neumann, Alexander, Walton, Esther, Alemany, Silvia, Cecil, Charlotte, González, Juan Ramon, Jima, Dereje D., Lahti, Jari, Tuominen, Samuli T., Barker, Edward D., Binder, Elisabeth, Caramaschi, Doretta, Carracedo, Ángel, Czamara, Darina, Evandt, Jorunn, Felix, Janine F., Fuemmeler, Bernard F., Gutzkow, Kristine B., Hoyo, Cathrine, Julvez, Jordi, Kajantie, Eero, Laivuori, Hannele, Maguire, Rachel, Maitre, Léa, Murphy, Susan K., Murcia, Mario, Villa, Pia M., Sharp, Gemma, Sunyer, Jordi, Raikkönen, Katri, Bakermans-Kranenburg, Marian, IJzendoorn, Marinus van, Guxens, Mònica, Relton, Caroline L., Tiemeier, Henning
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7665047/
https://www.ncbi.nlm.nih.gov/pubmed/33184255
http://dx.doi.org/10.1038/s41398-020-01058-z
_version_ 1783609947669397504
author Neumann, Alexander
Walton, Esther
Alemany, Silvia
Cecil, Charlotte
González, Juan Ramon
Jima, Dereje D.
Lahti, Jari
Tuominen, Samuli T.
Barker, Edward D.
Binder, Elisabeth
Caramaschi, Doretta
Carracedo, Ángel
Czamara, Darina
Evandt, Jorunn
Felix, Janine F.
Fuemmeler, Bernard F.
Gutzkow, Kristine B.
Hoyo, Cathrine
Julvez, Jordi
Kajantie, Eero
Laivuori, Hannele
Maguire, Rachel
Maitre, Léa
Murphy, Susan K.
Murcia, Mario
Villa, Pia M.
Sharp, Gemma
Sunyer, Jordi
Raikkönen, Katri
Bakermans-Kranenburg, Marian
IJzendoorn, Marinus van
Guxens, Mònica
Relton, Caroline L.
Tiemeier, Henning
author_facet Neumann, Alexander
Walton, Esther
Alemany, Silvia
Cecil, Charlotte
González, Juan Ramon
Jima, Dereje D.
Lahti, Jari
Tuominen, Samuli T.
Barker, Edward D.
Binder, Elisabeth
Caramaschi, Doretta
Carracedo, Ángel
Czamara, Darina
Evandt, Jorunn
Felix, Janine F.
Fuemmeler, Bernard F.
Gutzkow, Kristine B.
Hoyo, Cathrine
Julvez, Jordi
Kajantie, Eero
Laivuori, Hannele
Maguire, Rachel
Maitre, Léa
Murphy, Susan K.
Murcia, Mario
Villa, Pia M.
Sharp, Gemma
Sunyer, Jordi
Raikkönen, Katri
Bakermans-Kranenburg, Marian
IJzendoorn, Marinus van
Guxens, Mònica
Relton, Caroline L.
Tiemeier, Henning
author_sort Neumann, Alexander
collection PubMed
description Attention-deficit and hyperactivity disorder (ADHD) is a common childhood disorder with a substantial genetic component. However, the extent to which epigenetic mechanisms play a role in the etiology of the disorder is unknown. We performed epigenome-wide association studies (EWAS) within the Pregnancy And Childhood Epigenetics (PACE) Consortium to identify DNA methylation sites associated with ADHD symptoms at two methylation assessment periods: birth and school age. We examined associations of both DNA methylation in cord blood with repeatedly assessed ADHD symptoms (age 4–15 years) in 2477 children from 5 cohorts and of DNA methylation at school age with concurrent ADHD symptoms (age 7–11 years) in 2374 children from 9 cohorts, with 3 cohorts participating at both timepoints. CpGs identified with nominal significance (p < 0.05) in either of the EWAS were correlated between timepoints (ρ = 0.30), suggesting overlap in associations; however, top signals were very different. At birth, we identified nine CpGs that predicted later ADHD symptoms (p < 1 × 10(–7)), including ERC2 and CREB5. Peripheral blood DNA methylation at one of these CpGs (cg01271805 in the promoter region of ERC2, which regulates neurotransmitter release) was previously associated with brain methylation. Another (cg25520701) lies within the gene body of CREB5, which previously was associated with neurite outgrowth and an ADHD diagnosis. In contrast, at school age, no CpGs were associated with ADHD with p < 1 × 10(−7). In conclusion, we found evidence in this study that DNA methylation at birth is associated with ADHD. Future studies are needed to confirm the utility of methylation variation as biomarker and its involvement in causal pathways.
format Online
Article
Text
id pubmed-7665047
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-76650472020-11-17 Association between DNA methylation and ADHD symptoms from birth to school age: a prospective meta-analysis Neumann, Alexander Walton, Esther Alemany, Silvia Cecil, Charlotte González, Juan Ramon Jima, Dereje D. Lahti, Jari Tuominen, Samuli T. Barker, Edward D. Binder, Elisabeth Caramaschi, Doretta Carracedo, Ángel Czamara, Darina Evandt, Jorunn Felix, Janine F. Fuemmeler, Bernard F. Gutzkow, Kristine B. Hoyo, Cathrine Julvez, Jordi Kajantie, Eero Laivuori, Hannele Maguire, Rachel Maitre, Léa Murphy, Susan K. Murcia, Mario Villa, Pia M. Sharp, Gemma Sunyer, Jordi Raikkönen, Katri Bakermans-Kranenburg, Marian IJzendoorn, Marinus van Guxens, Mònica Relton, Caroline L. Tiemeier, Henning Transl Psychiatry Article Attention-deficit and hyperactivity disorder (ADHD) is a common childhood disorder with a substantial genetic component. However, the extent to which epigenetic mechanisms play a role in the etiology of the disorder is unknown. We performed epigenome-wide association studies (EWAS) within the Pregnancy And Childhood Epigenetics (PACE) Consortium to identify DNA methylation sites associated with ADHD symptoms at two methylation assessment periods: birth and school age. We examined associations of both DNA methylation in cord blood with repeatedly assessed ADHD symptoms (age 4–15 years) in 2477 children from 5 cohorts and of DNA methylation at school age with concurrent ADHD symptoms (age 7–11 years) in 2374 children from 9 cohorts, with 3 cohorts participating at both timepoints. CpGs identified with nominal significance (p < 0.05) in either of the EWAS were correlated between timepoints (ρ = 0.30), suggesting overlap in associations; however, top signals were very different. At birth, we identified nine CpGs that predicted later ADHD symptoms (p < 1 × 10(–7)), including ERC2 and CREB5. Peripheral blood DNA methylation at one of these CpGs (cg01271805 in the promoter region of ERC2, which regulates neurotransmitter release) was previously associated with brain methylation. Another (cg25520701) lies within the gene body of CREB5, which previously was associated with neurite outgrowth and an ADHD diagnosis. In contrast, at school age, no CpGs were associated with ADHD with p < 1 × 10(−7). In conclusion, we found evidence in this study that DNA methylation at birth is associated with ADHD. Future studies are needed to confirm the utility of methylation variation as biomarker and its involvement in causal pathways. Nature Publishing Group UK 2020-11-12 /pmc/articles/PMC7665047/ /pubmed/33184255 http://dx.doi.org/10.1038/s41398-020-01058-z Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Neumann, Alexander
Walton, Esther
Alemany, Silvia
Cecil, Charlotte
González, Juan Ramon
Jima, Dereje D.
Lahti, Jari
Tuominen, Samuli T.
Barker, Edward D.
Binder, Elisabeth
Caramaschi, Doretta
Carracedo, Ángel
Czamara, Darina
Evandt, Jorunn
Felix, Janine F.
Fuemmeler, Bernard F.
Gutzkow, Kristine B.
Hoyo, Cathrine
Julvez, Jordi
Kajantie, Eero
Laivuori, Hannele
Maguire, Rachel
Maitre, Léa
Murphy, Susan K.
Murcia, Mario
Villa, Pia M.
Sharp, Gemma
Sunyer, Jordi
Raikkönen, Katri
Bakermans-Kranenburg, Marian
IJzendoorn, Marinus van
Guxens, Mònica
Relton, Caroline L.
Tiemeier, Henning
Association between DNA methylation and ADHD symptoms from birth to school age: a prospective meta-analysis
title Association between DNA methylation and ADHD symptoms from birth to school age: a prospective meta-analysis
title_full Association between DNA methylation and ADHD symptoms from birth to school age: a prospective meta-analysis
title_fullStr Association between DNA methylation and ADHD symptoms from birth to school age: a prospective meta-analysis
title_full_unstemmed Association between DNA methylation and ADHD symptoms from birth to school age: a prospective meta-analysis
title_short Association between DNA methylation and ADHD symptoms from birth to school age: a prospective meta-analysis
title_sort association between dna methylation and adhd symptoms from birth to school age: a prospective meta-analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7665047/
https://www.ncbi.nlm.nih.gov/pubmed/33184255
http://dx.doi.org/10.1038/s41398-020-01058-z
work_keys_str_mv AT neumannalexander associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT waltonesther associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT alemanysilvia associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT cecilcharlotte associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT gonzalezjuanramon associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT jimaderejed associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT lahtijari associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT tuominensamulit associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT barkeredwardd associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT binderelisabeth associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT caramaschidoretta associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT carracedoangel associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT czamaradarina associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT evandtjorunn associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT felixjaninef associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT fuemmelerbernardf associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT gutzkowkristineb associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT hoyocathrine associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT julvezjordi associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT kajantieeero associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT laivuorihannele associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT maguirerachel associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT maitrelea associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT murphysusank associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT murciamario associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT villapiam associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT sharpgemma associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT sunyerjordi associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT raikkonenkatri associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT bakermanskranenburgmarian associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT ijzendoornmarinusvan associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT guxensmonica associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT reltoncarolinel associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis
AT tiemeierhenning associationbetweendnamethylationandadhdsymptomsfrombirthtoschoolageaprospectivemetaanalysis