Cargando…

Comparison of DNA methylation measured by Illumina 450K and EPIC BeadChips in blood of newborns and 14-year-old children

Analysis of DNA methylation helps to understand the effects of environmental exposures as well as the role of epigenetics in human health. Illumina, Inc. recently replaced the HumanMethylation450 BeadChip (450K) with the EPIC BeadChip, which nearly doubles the measured CpG sites to >850,000. Alth...

Descripción completa

Detalles Bibliográficos
Autores principales: Solomon, Olivia, MacIsaac, Julie, Quach, Hong, Tindula, Gwen, Kobor, Michael S., Huen, Karen, Meaney, Michael J., Eskenazi, Brenda, Barcellos, Lisa F., Holland, Nina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6140901/
https://www.ncbi.nlm.nih.gov/pubmed/30044683
http://dx.doi.org/10.1080/15592294.2018.1497386
_version_ 1783355633696768000
author Solomon, Olivia
MacIsaac, Julie
Quach, Hong
Tindula, Gwen
Kobor, Michael S.
Huen, Karen
Meaney, Michael J.
Eskenazi, Brenda
Barcellos, Lisa F.
Holland, Nina
author_facet Solomon, Olivia
MacIsaac, Julie
Quach, Hong
Tindula, Gwen
Kobor, Michael S.
Huen, Karen
Meaney, Michael J.
Eskenazi, Brenda
Barcellos, Lisa F.
Holland, Nina
author_sort Solomon, Olivia
collection PubMed
description Analysis of DNA methylation helps to understand the effects of environmental exposures as well as the role of epigenetics in human health. Illumina, Inc. recently replaced the HumanMethylation450 BeadChip (450K) with the EPIC BeadChip, which nearly doubles the measured CpG sites to >850,000. Although the new chip uses the same underlying technology, it is important to establish if data between the two platforms are comparable within cohorts and for meta-analyses. DNA methylation was assessed by 450K and EPIC using whole blood from newborn (n = 109) and 14-year-old (n = 86) participants of the Center for the Health Assessment of Mothers and Children of Salinas. The overall per-sample correlations were very high (r >0.99), although many individual CpG sites, especially those with low variance of methylation, had lower correlations (median r = 0.24). There was also a small subset of CpGs with large mean methylation β-value differences between platforms, in both the newborn and 14-year datasets. However, estimates of cell type proportion prediction by 450K and EPIC were highly correlated at both ages. Finally, differentially methylated positions between boys and girls replicated very well by both platforms in newborns and older children. These findings are encouraging for application of combined data from EPIC and 450K platforms for birth cohorts and other population studies. These data in children corroborate recent comparisons of the two BeadChips in adults and in cancer cell lines. However, researchers should be cautious when characterizing individual CpG sites and consider independent methods for validation of significant hits.
format Online
Article
Text
id pubmed-6140901
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Taylor & Francis
record_format MEDLINE/PubMed
spelling pubmed-61409012018-09-18 Comparison of DNA methylation measured by Illumina 450K and EPIC BeadChips in blood of newborns and 14-year-old children Solomon, Olivia MacIsaac, Julie Quach, Hong Tindula, Gwen Kobor, Michael S. Huen, Karen Meaney, Michael J. Eskenazi, Brenda Barcellos, Lisa F. Holland, Nina Epigenetics Research Paper Analysis of DNA methylation helps to understand the effects of environmental exposures as well as the role of epigenetics in human health. Illumina, Inc. recently replaced the HumanMethylation450 BeadChip (450K) with the EPIC BeadChip, which nearly doubles the measured CpG sites to >850,000. Although the new chip uses the same underlying technology, it is important to establish if data between the two platforms are comparable within cohorts and for meta-analyses. DNA methylation was assessed by 450K and EPIC using whole blood from newborn (n = 109) and 14-year-old (n = 86) participants of the Center for the Health Assessment of Mothers and Children of Salinas. The overall per-sample correlations were very high (r >0.99), although many individual CpG sites, especially those with low variance of methylation, had lower correlations (median r = 0.24). There was also a small subset of CpGs with large mean methylation β-value differences between platforms, in both the newborn and 14-year datasets. However, estimates of cell type proportion prediction by 450K and EPIC were highly correlated at both ages. Finally, differentially methylated positions between boys and girls replicated very well by both platforms in newborns and older children. These findings are encouraging for application of combined data from EPIC and 450K platforms for birth cohorts and other population studies. These data in children corroborate recent comparisons of the two BeadChips in adults and in cancer cell lines. However, researchers should be cautious when characterizing individual CpG sites and consider independent methods for validation of significant hits. Taylor & Francis 2018-08-15 /pmc/articles/PMC6140901/ /pubmed/30044683 http://dx.doi.org/10.1080/15592294.2018.1497386 Text en © 2018 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way.
spellingShingle Research Paper
Solomon, Olivia
MacIsaac, Julie
Quach, Hong
Tindula, Gwen
Kobor, Michael S.
Huen, Karen
Meaney, Michael J.
Eskenazi, Brenda
Barcellos, Lisa F.
Holland, Nina
Comparison of DNA methylation measured by Illumina 450K and EPIC BeadChips in blood of newborns and 14-year-old children
title Comparison of DNA methylation measured by Illumina 450K and EPIC BeadChips in blood of newborns and 14-year-old children
title_full Comparison of DNA methylation measured by Illumina 450K and EPIC BeadChips in blood of newborns and 14-year-old children
title_fullStr Comparison of DNA methylation measured by Illumina 450K and EPIC BeadChips in blood of newborns and 14-year-old children
title_full_unstemmed Comparison of DNA methylation measured by Illumina 450K and EPIC BeadChips in blood of newborns and 14-year-old children
title_short Comparison of DNA methylation measured by Illumina 450K and EPIC BeadChips in blood of newborns and 14-year-old children
title_sort comparison of dna methylation measured by illumina 450k and epic beadchips in blood of newborns and 14-year-old children
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6140901/
https://www.ncbi.nlm.nih.gov/pubmed/30044683
http://dx.doi.org/10.1080/15592294.2018.1497386
work_keys_str_mv AT solomonolivia comparisonofdnamethylationmeasuredbyillumina450kandepicbeadchipsinbloodofnewbornsand14yearoldchildren
AT macisaacjulie comparisonofdnamethylationmeasuredbyillumina450kandepicbeadchipsinbloodofnewbornsand14yearoldchildren
AT quachhong comparisonofdnamethylationmeasuredbyillumina450kandepicbeadchipsinbloodofnewbornsand14yearoldchildren
AT tindulagwen comparisonofdnamethylationmeasuredbyillumina450kandepicbeadchipsinbloodofnewbornsand14yearoldchildren
AT kobormichaels comparisonofdnamethylationmeasuredbyillumina450kandepicbeadchipsinbloodofnewbornsand14yearoldchildren
AT huenkaren comparisonofdnamethylationmeasuredbyillumina450kandepicbeadchipsinbloodofnewbornsand14yearoldchildren
AT meaneymichaelj comparisonofdnamethylationmeasuredbyillumina450kandepicbeadchipsinbloodofnewbornsand14yearoldchildren
AT eskenazibrenda comparisonofdnamethylationmeasuredbyillumina450kandepicbeadchipsinbloodofnewbornsand14yearoldchildren
AT barcelloslisaf comparisonofdnamethylationmeasuredbyillumina450kandepicbeadchipsinbloodofnewbornsand14yearoldchildren
AT hollandnina comparisonofdnamethylationmeasuredbyillumina450kandepicbeadchipsinbloodofnewbornsand14yearoldchildren