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The correlation of methylation levels measured using Illumina 450K and EPIC BeadChips in blood samples
AIM: We examined concordance of methylation levels across the Illumina Infinium HumanMethylation450 BeadChip and the Infinium MethylationEPIC BeadChip. METHODS: We computed the correlation for 145 whole blood DNA samples at each of the 422,524 CpG sites measured by both chips. RESULTS: The correlati...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Future Medicine Ltd
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5967357/ https://www.ncbi.nlm.nih.gov/pubmed/28809127 http://dx.doi.org/10.2217/epi-2017-0078 |
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author | Logue, Mark W Smith, Alicia K Wolf, Erika J Maniates, Hannah Stone, Annjanette Schichman, Steven A McGlinchey, Regina E Milberg, William Miller, Mark W |
author_facet | Logue, Mark W Smith, Alicia K Wolf, Erika J Maniates, Hannah Stone, Annjanette Schichman, Steven A McGlinchey, Regina E Milberg, William Miller, Mark W |
author_sort | Logue, Mark W |
collection | PubMed |
description | AIM: We examined concordance of methylation levels across the Illumina Infinium HumanMethylation450 BeadChip and the Infinium MethylationEPIC BeadChip. METHODS: We computed the correlation for 145 whole blood DNA samples at each of the 422,524 CpG sites measured by both chips. RESULTS: The correlation at some sites was high (up to r = 0.95), but many sites had low correlation (55% had r < 0.20). The low correspondence between 450K and EPIC measured methylation values at many loci was largely due to the low variability in methylation values for the majority of the CpG sites in blood. CONCLUSION: Filtering out probes based on the observed correlation or low variability may increase reproducibility of BeadChip-based epidemiological studies. |
format | Online Article Text |
id | pubmed-5967357 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Future Medicine Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-59673572018-05-31 The correlation of methylation levels measured using Illumina 450K and EPIC BeadChips in blood samples Logue, Mark W Smith, Alicia K Wolf, Erika J Maniates, Hannah Stone, Annjanette Schichman, Steven A McGlinchey, Regina E Milberg, William Miller, Mark W Epigenomics Research Article AIM: We examined concordance of methylation levels across the Illumina Infinium HumanMethylation450 BeadChip and the Infinium MethylationEPIC BeadChip. METHODS: We computed the correlation for 145 whole blood DNA samples at each of the 422,524 CpG sites measured by both chips. RESULTS: The correlation at some sites was high (up to r = 0.95), but many sites had low correlation (55% had r < 0.20). The low correspondence between 450K and EPIC measured methylation values at many loci was largely due to the low variability in methylation values for the majority of the CpG sites in blood. CONCLUSION: Filtering out probes based on the observed correlation or low variability may increase reproducibility of BeadChip-based epidemiological studies. Future Medicine Ltd 2017-11 2017-08-15 /pmc/articles/PMC5967357/ /pubmed/28809127 http://dx.doi.org/10.2217/epi-2017-0078 Text en © 2017 Mark W. Logue This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 Unported License (http://creativecommons.org/licenses/by-nc-nd/4.0/) |
spellingShingle | Research Article Logue, Mark W Smith, Alicia K Wolf, Erika J Maniates, Hannah Stone, Annjanette Schichman, Steven A McGlinchey, Regina E Milberg, William Miller, Mark W The correlation of methylation levels measured using Illumina 450K and EPIC BeadChips in blood samples |
title | The correlation of methylation levels measured using Illumina 450K and EPIC BeadChips in blood samples |
title_full | The correlation of methylation levels measured using Illumina 450K and EPIC BeadChips in blood samples |
title_fullStr | The correlation of methylation levels measured using Illumina 450K and EPIC BeadChips in blood samples |
title_full_unstemmed | The correlation of methylation levels measured using Illumina 450K and EPIC BeadChips in blood samples |
title_short | The correlation of methylation levels measured using Illumina 450K and EPIC BeadChips in blood samples |
title_sort | correlation of methylation levels measured using illumina 450k and epic beadchips in blood samples |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5967357/ https://www.ncbi.nlm.nih.gov/pubmed/28809127 http://dx.doi.org/10.2217/epi-2017-0078 |
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