Cargando…
DNA methylation sites in early adulthood characterised by pubertal timing and development: a twin study
BACKGROUND: Puberty is a highly heritable and variable trait, with environmental factors having a role in its eventual timing and development. Early and late pubertal onset are both associated with various diseases developing later in life, and epigenetic characterisation of pubertal timing and deve...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10638786/ https://www.ncbi.nlm.nih.gov/pubmed/37950287 http://dx.doi.org/10.1186/s13148-023-01594-7 |
_version_ | 1785133671333756928 |
---|---|
author | Sehovic, Emir Zellers, Stephanie M. Youssef, Markus K. Heikkinen, Aino Kaprio, Jaakko Ollikainen, Miina |
author_facet | Sehovic, Emir Zellers, Stephanie M. Youssef, Markus K. Heikkinen, Aino Kaprio, Jaakko Ollikainen, Miina |
author_sort | Sehovic, Emir |
collection | PubMed |
description | BACKGROUND: Puberty is a highly heritable and variable trait, with environmental factors having a role in its eventual timing and development. Early and late pubertal onset are both associated with various diseases developing later in life, and epigenetic characterisation of pubertal timing and development could lead to important insights. Blood DNA methylation, reacting to both genotype and environment, has been associated with puberty; however, such studies are relatively scarce. We investigated peripheral blood DNA methylation profiles (using Illumina 450 K and EPIC platforms) of 1539 young adult Finnish twins associated with pubertal development scale (PDS) at ages 12 and 14 as well as pubertal age (PA). RESULTS: Fixed effect meta-analysis of the two platforms on 347,521 CpGs in common identified 58 CpG sites associated (p < 1 × 10(−5)) with either PDS or PA. All four CpGs associated with PA and 45 CpGs associated with PDS were sex-specific. Thirteen CpGs had a high heritability (h2: 0.51–0.98), while one CpG site (mapped to GET4) had a high shared environmental component accounting for 68% of the overall variance in methylation at the site. Utilising twin discordance analysis, we found 6 CpG sites (5 associated with PDS and 1 with PA) that had an environmentally driven association with puberty. Furthermore, genes with PDS- or PA-associated CpGs were consistently linked to various developmental processes and diseases such as breast, prostate and ovarian cancer, while methylation quantitative trait loci of associated CpG sites were enriched in immune pathways developing during puberty. CONCLUSIONS: By identifying puberty-associated DNA methylation sites and examining the effects of sex, environment and genetics, we shed light on the intricate interplay between environment and genetics in the context of puberty. Through our comprehensive analysis, we not only deepen the understanding of the significance of both genetic and environmental factors in the complex processes of puberty and its timing, but also gain insights into potential links with disease risks. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-023-01594-7. |
format | Online Article Text |
id | pubmed-10638786 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106387862023-11-11 DNA methylation sites in early adulthood characterised by pubertal timing and development: a twin study Sehovic, Emir Zellers, Stephanie M. Youssef, Markus K. Heikkinen, Aino Kaprio, Jaakko Ollikainen, Miina Clin Epigenetics Research BACKGROUND: Puberty is a highly heritable and variable trait, with environmental factors having a role in its eventual timing and development. Early and late pubertal onset are both associated with various diseases developing later in life, and epigenetic characterisation of pubertal timing and development could lead to important insights. Blood DNA methylation, reacting to both genotype and environment, has been associated with puberty; however, such studies are relatively scarce. We investigated peripheral blood DNA methylation profiles (using Illumina 450 K and EPIC platforms) of 1539 young adult Finnish twins associated with pubertal development scale (PDS) at ages 12 and 14 as well as pubertal age (PA). RESULTS: Fixed effect meta-analysis of the two platforms on 347,521 CpGs in common identified 58 CpG sites associated (p < 1 × 10(−5)) with either PDS or PA. All four CpGs associated with PA and 45 CpGs associated with PDS were sex-specific. Thirteen CpGs had a high heritability (h2: 0.51–0.98), while one CpG site (mapped to GET4) had a high shared environmental component accounting for 68% of the overall variance in methylation at the site. Utilising twin discordance analysis, we found 6 CpG sites (5 associated with PDS and 1 with PA) that had an environmentally driven association with puberty. Furthermore, genes with PDS- or PA-associated CpGs were consistently linked to various developmental processes and diseases such as breast, prostate and ovarian cancer, while methylation quantitative trait loci of associated CpG sites were enriched in immune pathways developing during puberty. CONCLUSIONS: By identifying puberty-associated DNA methylation sites and examining the effects of sex, environment and genetics, we shed light on the intricate interplay between environment and genetics in the context of puberty. Through our comprehensive analysis, we not only deepen the understanding of the significance of both genetic and environmental factors in the complex processes of puberty and its timing, but also gain insights into potential links with disease risks. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-023-01594-7. BioMed Central 2023-11-10 /pmc/articles/PMC10638786/ /pubmed/37950287 http://dx.doi.org/10.1186/s13148-023-01594-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Sehovic, Emir Zellers, Stephanie M. Youssef, Markus K. Heikkinen, Aino Kaprio, Jaakko Ollikainen, Miina DNA methylation sites in early adulthood characterised by pubertal timing and development: a twin study |
title | DNA methylation sites in early adulthood characterised by pubertal timing and development: a twin study |
title_full | DNA methylation sites in early adulthood characterised by pubertal timing and development: a twin study |
title_fullStr | DNA methylation sites in early adulthood characterised by pubertal timing and development: a twin study |
title_full_unstemmed | DNA methylation sites in early adulthood characterised by pubertal timing and development: a twin study |
title_short | DNA methylation sites in early adulthood characterised by pubertal timing and development: a twin study |
title_sort | dna methylation sites in early adulthood characterised by pubertal timing and development: a twin study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10638786/ https://www.ncbi.nlm.nih.gov/pubmed/37950287 http://dx.doi.org/10.1186/s13148-023-01594-7 |
work_keys_str_mv | AT sehovicemir dnamethylationsitesinearlyadulthoodcharacterisedbypubertaltiminganddevelopmentatwinstudy AT zellersstephaniem dnamethylationsitesinearlyadulthoodcharacterisedbypubertaltiminganddevelopmentatwinstudy AT youssefmarkusk dnamethylationsitesinearlyadulthoodcharacterisedbypubertaltiminganddevelopmentatwinstudy AT heikkinenaino dnamethylationsitesinearlyadulthoodcharacterisedbypubertaltiminganddevelopmentatwinstudy AT kapriojaakko dnamethylationsitesinearlyadulthoodcharacterisedbypubertaltiminganddevelopmentatwinstudy AT ollikainenmiina dnamethylationsitesinearlyadulthoodcharacterisedbypubertaltiminganddevelopmentatwinstudy |