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Quantitative cross-validation and content analysis of the 450k DNA methylation array from Illumina, Inc.
BACKGROUND: The newly released 450k DNA methylation array from Illumina, Inc. offers the possibility to analyze more than 480,000 individual CpG sites in a user friendly standardized format. In this study the relationship between the β-values provided by the Illumina, Inc. array for each individual...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3420245/ https://www.ncbi.nlm.nih.gov/pubmed/22546179 http://dx.doi.org/10.1186/1756-0500-5-210 |
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author | Roessler, Jessica Ammerpohl, Ole Gutwein, Jana Hasemeier, Britta Anwar, Sumadi Lukman Kreipe, Hans Lehmann, Ulrich |
author_facet | Roessler, Jessica Ammerpohl, Ole Gutwein, Jana Hasemeier, Britta Anwar, Sumadi Lukman Kreipe, Hans Lehmann, Ulrich |
author_sort | Roessler, Jessica |
collection | PubMed |
description | BACKGROUND: The newly released 450k DNA methylation array from Illumina, Inc. offers the possibility to analyze more than 480,000 individual CpG sites in a user friendly standardized format. In this study the relationship between the β-values provided by the Illumina, Inc. array for each individual CpG dinucleotide and the quantitative methylation levels obtained by pyrosequencing were analyzed. In addition, the representation of microRNA genes and imprinted loci on the Illumina, Inc. array was assessed in detail. Genomic DNA from 4 human breast cancer cell lines (IPH-926, HCC1937, MDA-MB-134, PMC42) and 18 human breast cancer specimens as well as 4 normal mammary epithelial fractions was analyzed on 450k DNA methylation arrays. The β-values for 692 individual CpG sites from 62 different genes were cross-validated using conventional quantitative pyrosequencing. FINDINGS: The newly released 450k methylation array from Illumina, Inc. shows a high concordance with quantitative pyrosequencing if identical CpG sites are analyzed in cell lines (Spearman r = 0.88, p ≪ 0.0001), which is somewhat reduced in primary tumor specimens (Spearman r = 0.86, p ≪ 0.0001). 80.7% of the CpG sites show an absolute difference in methylation level of less than 15 percentage points. If different CpG sites in the same CpG islands are targeted the concordance is lower (r = 0.83 in cell lines and r = 0.7 in primary tumors). The number of CpG sites representing microRNA genes and imprinted loci is very heterogeneous (range: 1 – 70 CpG sites for microRNAs and 1 – 288 for imprinted loci). CONCLUSIONS: The newly released 450k methylation array from Illumina, Inc. provides a genome-wide quantitative representation of DNA methylation aberrations in a convenient format. Overall, the congruence with pyrosequencing data is very good. However, for individual loci one should be careful to translate the β-values directly into percent methylation levels. |
format | Online Article Text |
id | pubmed-3420245 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-34202452012-08-17 Quantitative cross-validation and content analysis of the 450k DNA methylation array from Illumina, Inc. Roessler, Jessica Ammerpohl, Ole Gutwein, Jana Hasemeier, Britta Anwar, Sumadi Lukman Kreipe, Hans Lehmann, Ulrich BMC Res Notes Technical Note BACKGROUND: The newly released 450k DNA methylation array from Illumina, Inc. offers the possibility to analyze more than 480,000 individual CpG sites in a user friendly standardized format. In this study the relationship between the β-values provided by the Illumina, Inc. array for each individual CpG dinucleotide and the quantitative methylation levels obtained by pyrosequencing were analyzed. In addition, the representation of microRNA genes and imprinted loci on the Illumina, Inc. array was assessed in detail. Genomic DNA from 4 human breast cancer cell lines (IPH-926, HCC1937, MDA-MB-134, PMC42) and 18 human breast cancer specimens as well as 4 normal mammary epithelial fractions was analyzed on 450k DNA methylation arrays. The β-values for 692 individual CpG sites from 62 different genes were cross-validated using conventional quantitative pyrosequencing. FINDINGS: The newly released 450k methylation array from Illumina, Inc. shows a high concordance with quantitative pyrosequencing if identical CpG sites are analyzed in cell lines (Spearman r = 0.88, p ≪ 0.0001), which is somewhat reduced in primary tumor specimens (Spearman r = 0.86, p ≪ 0.0001). 80.7% of the CpG sites show an absolute difference in methylation level of less than 15 percentage points. If different CpG sites in the same CpG islands are targeted the concordance is lower (r = 0.83 in cell lines and r = 0.7 in primary tumors). The number of CpG sites representing microRNA genes and imprinted loci is very heterogeneous (range: 1 – 70 CpG sites for microRNAs and 1 – 288 for imprinted loci). CONCLUSIONS: The newly released 450k methylation array from Illumina, Inc. provides a genome-wide quantitative representation of DNA methylation aberrations in a convenient format. Overall, the congruence with pyrosequencing data is very good. However, for individual loci one should be careful to translate the β-values directly into percent methylation levels. BioMed Central 2012-04-30 /pmc/articles/PMC3420245/ /pubmed/22546179 http://dx.doi.org/10.1186/1756-0500-5-210 Text en Copyright ©2012 Roessler et al.; licensee BioMed Central Ltd http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Technical Note Roessler, Jessica Ammerpohl, Ole Gutwein, Jana Hasemeier, Britta Anwar, Sumadi Lukman Kreipe, Hans Lehmann, Ulrich Quantitative cross-validation and content analysis of the 450k DNA methylation array from Illumina, Inc. |
title | Quantitative cross-validation and content analysis of the 450k DNA methylation array from Illumina, Inc. |
title_full | Quantitative cross-validation and content analysis of the 450k DNA methylation array from Illumina, Inc. |
title_fullStr | Quantitative cross-validation and content analysis of the 450k DNA methylation array from Illumina, Inc. |
title_full_unstemmed | Quantitative cross-validation and content analysis of the 450k DNA methylation array from Illumina, Inc. |
title_short | Quantitative cross-validation and content analysis of the 450k DNA methylation array from Illumina, Inc. |
title_sort | quantitative cross-validation and content analysis of the 450k dna methylation array from illumina, inc. |
topic | Technical Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3420245/ https://www.ncbi.nlm.nih.gov/pubmed/22546179 http://dx.doi.org/10.1186/1756-0500-5-210 |
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