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Exemplary multiplex bisulfite amplicon data used to demonstrate the utility of Methpat
BACKGROUND: DNA methylation is a complex epigenetic marker that can be analyzed using a wide variety of methods. Interpretation and visualization of DNA methylation data can mask complexity in terms of methylation status at each CpG site, cellular heterogeneity of samples and allelic DNA methylation...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4660811/ https://www.ncbi.nlm.nih.gov/pubmed/26613017 http://dx.doi.org/10.1186/s13742-015-0098-x |
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author | Wong, Nicholas C. Pope, Bernard J. Candiloro, Ida Korbie, Darren Trau, Matt Wong, Stephen Q. Mikeska, Thomas van Denderen, Bryce J. W. Thompson, Erik W. Eggers, Stefanie Doyle, Stephen R. Dobrovic, Alexander |
author_facet | Wong, Nicholas C. Pope, Bernard J. Candiloro, Ida Korbie, Darren Trau, Matt Wong, Stephen Q. Mikeska, Thomas van Denderen, Bryce J. W. Thompson, Erik W. Eggers, Stefanie Doyle, Stephen R. Dobrovic, Alexander |
author_sort | Wong, Nicholas C. |
collection | PubMed |
description | BACKGROUND: DNA methylation is a complex epigenetic marker that can be analyzed using a wide variety of methods. Interpretation and visualization of DNA methylation data can mask complexity in terms of methylation status at each CpG site, cellular heterogeneity of samples and allelic DNA methylation patterns within a given DNA strand. Bisulfite sequencing is considered the gold standard, but visualization of massively parallel sequencing results remains a significant challenge. FINDINGS: We created a program called Methpat that facilitates visualization and interpretation of bisulfite sequencing data generated by massively parallel sequencing. To demonstrate this, we performed multiplex PCR that targeted 48 regions of interest across 86 human samples. The regions selected included known gene promoters associated with cancer, repetitive elements, known imprinted regions and mitochondrial genomic sequences. We interrogated a range of samples including human cell lines, primary tumours and primary tissue samples. Methpat generates two forms of output: a tab-delimited text file for each sample that summarizes DNA methylation patterns and their read counts for each amplicon, and a HTML file that summarizes this data visually. Methpat can be used with publicly available whole genome bisulfite sequencing and reduced representation bisulfite sequencing datasets with sufficient read depths. CONCLUSIONS: Using Methpat, complex DNA methylation data derived from massively parallel sequencing can be summarized and visualized for biological interpretation. By accounting for allelic DNA methylation states and their abundance in a sample, Methpat can unmask the complexity of DNA methylation and yield further biological insight in existing datasets. |
format | Online Article Text |
id | pubmed-4660811 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-46608112015-11-27 Exemplary multiplex bisulfite amplicon data used to demonstrate the utility of Methpat Wong, Nicholas C. Pope, Bernard J. Candiloro, Ida Korbie, Darren Trau, Matt Wong, Stephen Q. Mikeska, Thomas van Denderen, Bryce J. W. Thompson, Erik W. Eggers, Stefanie Doyle, Stephen R. Dobrovic, Alexander Gigascience Data Note BACKGROUND: DNA methylation is a complex epigenetic marker that can be analyzed using a wide variety of methods. Interpretation and visualization of DNA methylation data can mask complexity in terms of methylation status at each CpG site, cellular heterogeneity of samples and allelic DNA methylation patterns within a given DNA strand. Bisulfite sequencing is considered the gold standard, but visualization of massively parallel sequencing results remains a significant challenge. FINDINGS: We created a program called Methpat that facilitates visualization and interpretation of bisulfite sequencing data generated by massively parallel sequencing. To demonstrate this, we performed multiplex PCR that targeted 48 regions of interest across 86 human samples. The regions selected included known gene promoters associated with cancer, repetitive elements, known imprinted regions and mitochondrial genomic sequences. We interrogated a range of samples including human cell lines, primary tumours and primary tissue samples. Methpat generates two forms of output: a tab-delimited text file for each sample that summarizes DNA methylation patterns and their read counts for each amplicon, and a HTML file that summarizes this data visually. Methpat can be used with publicly available whole genome bisulfite sequencing and reduced representation bisulfite sequencing datasets with sufficient read depths. CONCLUSIONS: Using Methpat, complex DNA methylation data derived from massively parallel sequencing can be summarized and visualized for biological interpretation. By accounting for allelic DNA methylation states and their abundance in a sample, Methpat can unmask the complexity of DNA methylation and yield further biological insight in existing datasets. BioMed Central 2015-11-26 /pmc/articles/PMC4660811/ /pubmed/26613017 http://dx.doi.org/10.1186/s13742-015-0098-x Text en © Wong et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Data Note Wong, Nicholas C. Pope, Bernard J. Candiloro, Ida Korbie, Darren Trau, Matt Wong, Stephen Q. Mikeska, Thomas van Denderen, Bryce J. W. Thompson, Erik W. Eggers, Stefanie Doyle, Stephen R. Dobrovic, Alexander Exemplary multiplex bisulfite amplicon data used to demonstrate the utility of Methpat |
title | Exemplary multiplex bisulfite amplicon data used to demonstrate the utility of Methpat |
title_full | Exemplary multiplex bisulfite amplicon data used to demonstrate the utility of Methpat |
title_fullStr | Exemplary multiplex bisulfite amplicon data used to demonstrate the utility of Methpat |
title_full_unstemmed | Exemplary multiplex bisulfite amplicon data used to demonstrate the utility of Methpat |
title_short | Exemplary multiplex bisulfite amplicon data used to demonstrate the utility of Methpat |
title_sort | exemplary multiplex bisulfite amplicon data used to demonstrate the utility of methpat |
topic | Data Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4660811/ https://www.ncbi.nlm.nih.gov/pubmed/26613017 http://dx.doi.org/10.1186/s13742-015-0098-x |
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