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Aberrant DNA methylation defines isoform usage in cancer, with functional implications
Alternative transcript isoforms are common in tumors and act as potential drivers of cancer. Mechanisms determining altered isoform expression include somatic mutations in splice regulatory sites or altered splicing factors. However, since DNA methylation is known to regulate transcriptional isoform...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6675117/ https://www.ncbi.nlm.nih.gov/pubmed/31329578 http://dx.doi.org/10.1371/journal.pcbi.1007095 |
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author | Chen, Yun-Ching Elnitski, Laura |
author_facet | Chen, Yun-Ching Elnitski, Laura |
author_sort | Chen, Yun-Ching |
collection | PubMed |
description | Alternative transcript isoforms are common in tumors and act as potential drivers of cancer. Mechanisms determining altered isoform expression include somatic mutations in splice regulatory sites or altered splicing factors. However, since DNA methylation is known to regulate transcriptional isoform activity in normal cells, we predicted the highly dysregulated patterns of DNA methylation present in cancer also affect isoform activity. We analyzed DNA methylation and RNA-seq isoform data from 18 human cancer types and found frequent correlations specifically within 11 cancer types. Examining the top 25% of variable methylation sites revealed that the location of the methylated CpG site in a gene determined which isoform was used. In addition, the correlated methylation-isoform patterns classified tumors into known subtypes and predicted distinct protein functions between tumor subtypes. Finally, methylation-correlated isoforms were enriched for oncogenes, tumor suppressors, and cancer-related pathways. These findings provide new insights into the functional impact of dysregulated DNA methylation in cancer and highlight the relationship between the epigenome and transcriptome. |
format | Online Article Text |
id | pubmed-6675117 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-66751172019-08-06 Aberrant DNA methylation defines isoform usage in cancer, with functional implications Chen, Yun-Ching Elnitski, Laura PLoS Comput Biol Research Article Alternative transcript isoforms are common in tumors and act as potential drivers of cancer. Mechanisms determining altered isoform expression include somatic mutations in splice regulatory sites or altered splicing factors. However, since DNA methylation is known to regulate transcriptional isoform activity in normal cells, we predicted the highly dysregulated patterns of DNA methylation present in cancer also affect isoform activity. We analyzed DNA methylation and RNA-seq isoform data from 18 human cancer types and found frequent correlations specifically within 11 cancer types. Examining the top 25% of variable methylation sites revealed that the location of the methylated CpG site in a gene determined which isoform was used. In addition, the correlated methylation-isoform patterns classified tumors into known subtypes and predicted distinct protein functions between tumor subtypes. Finally, methylation-correlated isoforms were enriched for oncogenes, tumor suppressors, and cancer-related pathways. These findings provide new insights into the functional impact of dysregulated DNA methylation in cancer and highlight the relationship between the epigenome and transcriptome. Public Library of Science 2019-07-22 /pmc/articles/PMC6675117/ /pubmed/31329578 http://dx.doi.org/10.1371/journal.pcbi.1007095 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Chen, Yun-Ching Elnitski, Laura Aberrant DNA methylation defines isoform usage in cancer, with functional implications |
title | Aberrant DNA methylation defines isoform usage in cancer, with functional implications |
title_full | Aberrant DNA methylation defines isoform usage in cancer, with functional implications |
title_fullStr | Aberrant DNA methylation defines isoform usage in cancer, with functional implications |
title_full_unstemmed | Aberrant DNA methylation defines isoform usage in cancer, with functional implications |
title_short | Aberrant DNA methylation defines isoform usage in cancer, with functional implications |
title_sort | aberrant dna methylation defines isoform usage in cancer, with functional implications |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6675117/ https://www.ncbi.nlm.nih.gov/pubmed/31329578 http://dx.doi.org/10.1371/journal.pcbi.1007095 |
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