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Analysis of interactions between the epigenome and structural mutability of the genome using Genboree workbench tools

BACKGROUND: Interactions between the epigenome and structural genomic variation are potentially bi-directional. In one direction, structural variants may cause epigenomic changes in cis. In the other direction, specific local epigenomic states such as DNA hypomethylation associate with local genomic...

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Autores principales: Coarfa, Cristian, Pichot, Christina Stewart, Jackson, Andrew, Tandon, Arpit, Amin, Viren, Raghuraman, Sriram, Paithankar, Sameer, Lee, Adrian V, McGuire, Sean E, Milosavljevic, Aleksandar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4110728/
https://www.ncbi.nlm.nih.gov/pubmed/25080362
http://dx.doi.org/10.1186/1471-2105-15-S7-S2
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author Coarfa, Cristian
Pichot, Christina Stewart
Jackson, Andrew
Tandon, Arpit
Amin, Viren
Raghuraman, Sriram
Paithankar, Sameer
Lee, Adrian V
McGuire, Sean E
Milosavljevic, Aleksandar
author_facet Coarfa, Cristian
Pichot, Christina Stewart
Jackson, Andrew
Tandon, Arpit
Amin, Viren
Raghuraman, Sriram
Paithankar, Sameer
Lee, Adrian V
McGuire, Sean E
Milosavljevic, Aleksandar
author_sort Coarfa, Cristian
collection PubMed
description BACKGROUND: Interactions between the epigenome and structural genomic variation are potentially bi-directional. In one direction, structural variants may cause epigenomic changes in cis. In the other direction, specific local epigenomic states such as DNA hypomethylation associate with local genomic instability. METHODS: To study these interactions, we have developed several tools and exposed them to the scientific community using the Software-as-a-Service model via the Genboree Workbench. One key tool is Breakout, an algorithm for fast and accurate detection of structural variants from mate pair sequencing data. RESULTS: By applying Breakout and other Genboree Workbench tools we map breakpoints in breast and prostate cancer cell lines and tumors, discriminate between polymorphic breakpoints of germline origin and those of somatic origin, and analyze both types of breakpoints in the context of the Human Epigenome Atlas, ENCODE databases, and other sources of epigenomic profiles. We confirm previous findings that genomic instability in human germline associates with hypomethylation of DNA, binding sites of Suz12, a key member of the PRC2 Polycomb complex, and with PRC2-associated histone marks H3K27me3 and H3K9me3. Breakpoints in germline and in breast cancer associate with distal regulatory of active gene transcription. Breast cancer cell lines and tumors show distinct patterns of structural mutability depending on their ER, PR, or HER2 status. CONCLUSIONS: The patterns of association that we detected suggest that cell-type specific epigenomes may determine cell-type specific patterns of selective structural mutability of the genome.
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spelling pubmed-41107282014-08-05 Analysis of interactions between the epigenome and structural mutability of the genome using Genboree workbench tools Coarfa, Cristian Pichot, Christina Stewart Jackson, Andrew Tandon, Arpit Amin, Viren Raghuraman, Sriram Paithankar, Sameer Lee, Adrian V McGuire, Sean E Milosavljevic, Aleksandar BMC Bioinformatics Research BACKGROUND: Interactions between the epigenome and structural genomic variation are potentially bi-directional. In one direction, structural variants may cause epigenomic changes in cis. In the other direction, specific local epigenomic states such as DNA hypomethylation associate with local genomic instability. METHODS: To study these interactions, we have developed several tools and exposed them to the scientific community using the Software-as-a-Service model via the Genboree Workbench. One key tool is Breakout, an algorithm for fast and accurate detection of structural variants from mate pair sequencing data. RESULTS: By applying Breakout and other Genboree Workbench tools we map breakpoints in breast and prostate cancer cell lines and tumors, discriminate between polymorphic breakpoints of germline origin and those of somatic origin, and analyze both types of breakpoints in the context of the Human Epigenome Atlas, ENCODE databases, and other sources of epigenomic profiles. We confirm previous findings that genomic instability in human germline associates with hypomethylation of DNA, binding sites of Suz12, a key member of the PRC2 Polycomb complex, and with PRC2-associated histone marks H3K27me3 and H3K9me3. Breakpoints in germline and in breast cancer associate with distal regulatory of active gene transcription. Breast cancer cell lines and tumors show distinct patterns of structural mutability depending on their ER, PR, or HER2 status. CONCLUSIONS: The patterns of association that we detected suggest that cell-type specific epigenomes may determine cell-type specific patterns of selective structural mutability of the genome. BioMed Central 2014-05-28 /pmc/articles/PMC4110728/ /pubmed/25080362 http://dx.doi.org/10.1186/1471-2105-15-S7-S2 Text en Copyright © 2014 Coarfa 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 Research
Coarfa, Cristian
Pichot, Christina Stewart
Jackson, Andrew
Tandon, Arpit
Amin, Viren
Raghuraman, Sriram
Paithankar, Sameer
Lee, Adrian V
McGuire, Sean E
Milosavljevic, Aleksandar
Analysis of interactions between the epigenome and structural mutability of the genome using Genboree workbench tools
title Analysis of interactions between the epigenome and structural mutability of the genome using Genboree workbench tools
title_full Analysis of interactions between the epigenome and structural mutability of the genome using Genboree workbench tools
title_fullStr Analysis of interactions between the epigenome and structural mutability of the genome using Genboree workbench tools
title_full_unstemmed Analysis of interactions between the epigenome and structural mutability of the genome using Genboree workbench tools
title_short Analysis of interactions between the epigenome and structural mutability of the genome using Genboree workbench tools
title_sort analysis of interactions between the epigenome and structural mutability of the genome using genboree workbench tools
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4110728/
https://www.ncbi.nlm.nih.gov/pubmed/25080362
http://dx.doi.org/10.1186/1471-2105-15-S7-S2
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