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Hypomethylation coordinates antagonistically with hypermethylation in cancer development: a case study of leukemia
BACKGROUND: Methylation changes are frequent in cancers, but understanding how hyper- and hypomethylated region changes coordinate, associate with genomic features, and affect gene expression is needed to better understand their biological significance. The functional significance of hypermethylatio...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4965721/ https://www.ncbi.nlm.nih.gov/pubmed/27461342 http://dx.doi.org/10.1186/s40246-016-0071-5 |
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author | Kushwaha, Garima Dozmorov, Mikhail Wren, Jonathan D. Qiu, Jing Shi, Huidong Xu, Dong |
author_facet | Kushwaha, Garima Dozmorov, Mikhail Wren, Jonathan D. Qiu, Jing Shi, Huidong Xu, Dong |
author_sort | Kushwaha, Garima |
collection | PubMed |
description | BACKGROUND: Methylation changes are frequent in cancers, but understanding how hyper- and hypomethylated region changes coordinate, associate with genomic features, and affect gene expression is needed to better understand their biological significance. The functional significance of hypermethylation is well studied, but that of hypomethylation remains limited. Here, with paired expression and methylation samples gathered from a patient/control cohort, we attempt to better characterize the gene expression and methylation changes that take place in cancer from B cell chronic lymphocyte leukemia (B-CLL) samples. RESULTS: Across the dataset, we found that consistent differentially hypomethylated regions (C-DMRs) across samples were relatively few compared to the many poorly consistent hypo- and highly conserved hyper-DMRs. However, genes in the hypo-C-DMRs tended to be associated with functions antagonistic to those in the hyper-C-DMRs, like differentiation, cell-cycle regulation and proliferation, suggesting coordinated regulation of methylation changes. Hypo-C-DMRs in B-CLL were found enriched in key signaling pathways like B cell receptor and p53 pathways and genes/motifs essential for B lymphopoiesis. Hypo-C-DMRs tended to be proximal to genes with elevated expression in contrast to the transcription silencing-mechanism imposed by hypermethylation. Hypo-C-DMRs tended to be enriched in the regions of activating H4K4me1/2/3, H3K79me2, and H3K27ac histone modifications. In comparison, the polycomb repressive complex 2 (PRC2) signature, marked by EZH2, SUZ12, CTCF binding-sites, repressive H3K27me3 marks, and “repressed/poised promoter” states were associated with hyper-C-DMRs. Most hypo-C-DMRs were found in introns (36 %), 3′ untranslated regions (29 %), and intergenic regions (24 %). Many of these genic regions also overlapped with enhancers. The methylation of CpGs from 3′UTR exons was found to have weak but positive correlation with gene expression. In contrast, methylation in the 5′UTR was negatively correlated with expression. To better characterize the overlap between methylation and expression changes, we identified correlation modules that associate with “apoptosis” and “leukocyte activation”. CONCLUSIONS: Despite clinical heterogeneity in disease presentation, a number of methylation changes, both hypo and hyper, appear to be common in B-CLL. Hypomethylation appears to play an active, targeted, and complementary role in cancer progression, and it interplays with hypermethylation in a coordinated fashion in the cancer process. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40246-016-0071-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4965721 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-49657212016-08-02 Hypomethylation coordinates antagonistically with hypermethylation in cancer development: a case study of leukemia Kushwaha, Garima Dozmorov, Mikhail Wren, Jonathan D. Qiu, Jing Shi, Huidong Xu, Dong Hum Genomics Research BACKGROUND: Methylation changes are frequent in cancers, but understanding how hyper- and hypomethylated region changes coordinate, associate with genomic features, and affect gene expression is needed to better understand their biological significance. The functional significance of hypermethylation is well studied, but that of hypomethylation remains limited. Here, with paired expression and methylation samples gathered from a patient/control cohort, we attempt to better characterize the gene expression and methylation changes that take place in cancer from B cell chronic lymphocyte leukemia (B-CLL) samples. RESULTS: Across the dataset, we found that consistent differentially hypomethylated regions (C-DMRs) across samples were relatively few compared to the many poorly consistent hypo- and highly conserved hyper-DMRs. However, genes in the hypo-C-DMRs tended to be associated with functions antagonistic to those in the hyper-C-DMRs, like differentiation, cell-cycle regulation and proliferation, suggesting coordinated regulation of methylation changes. Hypo-C-DMRs in B-CLL were found enriched in key signaling pathways like B cell receptor and p53 pathways and genes/motifs essential for B lymphopoiesis. Hypo-C-DMRs tended to be proximal to genes with elevated expression in contrast to the transcription silencing-mechanism imposed by hypermethylation. Hypo-C-DMRs tended to be enriched in the regions of activating H4K4me1/2/3, H3K79me2, and H3K27ac histone modifications. In comparison, the polycomb repressive complex 2 (PRC2) signature, marked by EZH2, SUZ12, CTCF binding-sites, repressive H3K27me3 marks, and “repressed/poised promoter” states were associated with hyper-C-DMRs. Most hypo-C-DMRs were found in introns (36 %), 3′ untranslated regions (29 %), and intergenic regions (24 %). Many of these genic regions also overlapped with enhancers. The methylation of CpGs from 3′UTR exons was found to have weak but positive correlation with gene expression. In contrast, methylation in the 5′UTR was negatively correlated with expression. To better characterize the overlap between methylation and expression changes, we identified correlation modules that associate with “apoptosis” and “leukocyte activation”. CONCLUSIONS: Despite clinical heterogeneity in disease presentation, a number of methylation changes, both hypo and hyper, appear to be common in B-CLL. Hypomethylation appears to play an active, targeted, and complementary role in cancer progression, and it interplays with hypermethylation in a coordinated fashion in the cancer process. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s40246-016-0071-5) contains supplementary material, which is available to authorized users. BioMed Central 2016-07-25 /pmc/articles/PMC4965721/ /pubmed/27461342 http://dx.doi.org/10.1186/s40246-016-0071-5 Text en © Kushwaha et al. 2016 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 | Research Kushwaha, Garima Dozmorov, Mikhail Wren, Jonathan D. Qiu, Jing Shi, Huidong Xu, Dong Hypomethylation coordinates antagonistically with hypermethylation in cancer development: a case study of leukemia |
title | Hypomethylation coordinates antagonistically with hypermethylation in cancer development: a case study of leukemia |
title_full | Hypomethylation coordinates antagonistically with hypermethylation in cancer development: a case study of leukemia |
title_fullStr | Hypomethylation coordinates antagonistically with hypermethylation in cancer development: a case study of leukemia |
title_full_unstemmed | Hypomethylation coordinates antagonistically with hypermethylation in cancer development: a case study of leukemia |
title_short | Hypomethylation coordinates antagonistically with hypermethylation in cancer development: a case study of leukemia |
title_sort | hypomethylation coordinates antagonistically with hypermethylation in cancer development: a case study of leukemia |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4965721/ https://www.ncbi.nlm.nih.gov/pubmed/27461342 http://dx.doi.org/10.1186/s40246-016-0071-5 |
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