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Quality Evaluation of Methyl Binding Domain Based Kits for Enrichment DNA-Methylation Sequencing

DNA-methylation is an important epigenetic feature in health and disease. Methylated sequence capturing by Methyl Binding Domain (MBD) based enrichment followed by second-generation sequencing provides the best combination of sensitivity and cost-efficiency for genome-wide DNA-methylation profiling....

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Autores principales: De Meyer, Tim, Mampaey, Evi, Vlemmix, Michaël, Denil, Simon, Trooskens, Geert, Renard, Jean-Pierre, De Keulenaer, Sarah, Dehan, Pierre, Menschaert, Gerben, Van Criekinge, Wim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3598902/
https://www.ncbi.nlm.nih.gov/pubmed/23554971
http://dx.doi.org/10.1371/journal.pone.0059068
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author De Meyer, Tim
Mampaey, Evi
Vlemmix, Michaël
Denil, Simon
Trooskens, Geert
Renard, Jean-Pierre
De Keulenaer, Sarah
Dehan, Pierre
Menschaert, Gerben
Van Criekinge, Wim
author_facet De Meyer, Tim
Mampaey, Evi
Vlemmix, Michaël
Denil, Simon
Trooskens, Geert
Renard, Jean-Pierre
De Keulenaer, Sarah
Dehan, Pierre
Menschaert, Gerben
Van Criekinge, Wim
author_sort De Meyer, Tim
collection PubMed
description DNA-methylation is an important epigenetic feature in health and disease. Methylated sequence capturing by Methyl Binding Domain (MBD) based enrichment followed by second-generation sequencing provides the best combination of sensitivity and cost-efficiency for genome-wide DNA-methylation profiling. However, existing implementations are numerous, and quality control and optimization require expensive external validation. Therefore, this study has two aims: 1) to identify a best performing kit for MBD-based enrichment using independent validation data, and 2) to evaluate whether quality evaluation can also be performed solely based on the characteristics of the generated sequences. Five commercially available kits for MBD enrichment were combined with Illumina GAIIx sequencing for three cell lines (HCT15, DU145, PC3). Reduced representation bisulfite sequencing data (all three cell lines) and publicly available Illumina Infinium BeadChip data (DU145 and PC3) were used for benchmarking. Consistent large-scale differences in yield, sensitivity and specificity between the different kits could be identified, with Diagenode's MethylCap kit as overall best performing kit under the tested conditions. This kit could also be identified with the Fragment CpG-plot, which summarizes the CpG content of the captured fragments, implying that the latter can be used as a tool to monitor data quality. In conclusion, there are major quality differences between kits for MBD-based capturing of methylated DNA, with the MethylCap kit performing best under the used settings. The Fragment CpG-plot is able to monitor data quality based on inherent sequence data characteristics, and is therefore a cost-efficient tool for experimental optimization, but also to monitor quality throughout routine applications.
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spelling pubmed-35989022013-04-02 Quality Evaluation of Methyl Binding Domain Based Kits for Enrichment DNA-Methylation Sequencing De Meyer, Tim Mampaey, Evi Vlemmix, Michaël Denil, Simon Trooskens, Geert Renard, Jean-Pierre De Keulenaer, Sarah Dehan, Pierre Menschaert, Gerben Van Criekinge, Wim PLoS One Research Article DNA-methylation is an important epigenetic feature in health and disease. Methylated sequence capturing by Methyl Binding Domain (MBD) based enrichment followed by second-generation sequencing provides the best combination of sensitivity and cost-efficiency for genome-wide DNA-methylation profiling. However, existing implementations are numerous, and quality control and optimization require expensive external validation. Therefore, this study has two aims: 1) to identify a best performing kit for MBD-based enrichment using independent validation data, and 2) to evaluate whether quality evaluation can also be performed solely based on the characteristics of the generated sequences. Five commercially available kits for MBD enrichment were combined with Illumina GAIIx sequencing for three cell lines (HCT15, DU145, PC3). Reduced representation bisulfite sequencing data (all three cell lines) and publicly available Illumina Infinium BeadChip data (DU145 and PC3) were used for benchmarking. Consistent large-scale differences in yield, sensitivity and specificity between the different kits could be identified, with Diagenode's MethylCap kit as overall best performing kit under the tested conditions. This kit could also be identified with the Fragment CpG-plot, which summarizes the CpG content of the captured fragments, implying that the latter can be used as a tool to monitor data quality. In conclusion, there are major quality differences between kits for MBD-based capturing of methylated DNA, with the MethylCap kit performing best under the used settings. The Fragment CpG-plot is able to monitor data quality based on inherent sequence data characteristics, and is therefore a cost-efficient tool for experimental optimization, but also to monitor quality throughout routine applications. Public Library of Science 2013-03-15 /pmc/articles/PMC3598902/ /pubmed/23554971 http://dx.doi.org/10.1371/journal.pone.0059068 Text en © 2013 De Meyer et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
De Meyer, Tim
Mampaey, Evi
Vlemmix, Michaël
Denil, Simon
Trooskens, Geert
Renard, Jean-Pierre
De Keulenaer, Sarah
Dehan, Pierre
Menschaert, Gerben
Van Criekinge, Wim
Quality Evaluation of Methyl Binding Domain Based Kits for Enrichment DNA-Methylation Sequencing
title Quality Evaluation of Methyl Binding Domain Based Kits for Enrichment DNA-Methylation Sequencing
title_full Quality Evaluation of Methyl Binding Domain Based Kits for Enrichment DNA-Methylation Sequencing
title_fullStr Quality Evaluation of Methyl Binding Domain Based Kits for Enrichment DNA-Methylation Sequencing
title_full_unstemmed Quality Evaluation of Methyl Binding Domain Based Kits for Enrichment DNA-Methylation Sequencing
title_short Quality Evaluation of Methyl Binding Domain Based Kits for Enrichment DNA-Methylation Sequencing
title_sort quality evaluation of methyl binding domain based kits for enrichment dna-methylation sequencing
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3598902/
https://www.ncbi.nlm.nih.gov/pubmed/23554971
http://dx.doi.org/10.1371/journal.pone.0059068
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