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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
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 |