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Epigenomic and genomic analysis of transcriptome modulation in skin cutaneous melanoma
Skin cutaneous melanoma (SKCM) is characterized by both epigenetic DNA methylation (MET) abnormalities and genomic copy number variations (CNVs). The resulting transcriptome dysregulation promotes progression of many cancers. In this study, DNA copy numbers and MET, as well as mRNA expression, were...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7377867/ https://www.ncbi.nlm.nih.gov/pubmed/32639949 http://dx.doi.org/10.18632/aging.103115 |
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author | Chen, Wuzhen Cheng, Pu Jiang, Jingxin Ren, Yunqing Wu, Dang Xue, Dan |
author_facet | Chen, Wuzhen Cheng, Pu Jiang, Jingxin Ren, Yunqing Wu, Dang Xue, Dan |
author_sort | Chen, Wuzhen |
collection | PubMed |
description | Skin cutaneous melanoma (SKCM) is characterized by both epigenetic DNA methylation (MET) abnormalities and genomic copy number variations (CNVs). The resulting transcriptome dysregulation promotes progression of many cancers. In this study, DNA copy numbers and MET, as well as mRNA expression, were examined in 466 SKCM samples from The Cancer Genome Atlas. Our results indicate that CNVs-correlated (CNVcor) genes and MET-correlated (METcor) genes are coregulated to a remarkable degree. In addition, integrative multi-omics analysis of both METcor and CNVcor genes revealed four SKCM subtypes with differing prognoses; these subtypes were validated with independent data. Immune cell scores were markedly elevated in the iC1 subtype, which had the best prognosis. Immune cell infiltration correlated with DNA MET or CNV level in SKCM. In the iC3 subtype, which was associated with the most aggressive SKCM cases, FAM135B gene mutation frequencies were increased, while CD8A, GBP5, KIAA0040, and SAMHD1 expression were downregulated, suggesting that these genes play important roles in cancer development and immune responses. Taken together, the results of our epigenetic and genomic transcriptome modulation analysis improve our understanding of SKCM pathobiology and may aid in the development of more effective therapies. |
format | Online Article Text |
id | pubmed-7377867 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-73778672020-07-31 Epigenomic and genomic analysis of transcriptome modulation in skin cutaneous melanoma Chen, Wuzhen Cheng, Pu Jiang, Jingxin Ren, Yunqing Wu, Dang Xue, Dan Aging (Albany NY) Research Paper Skin cutaneous melanoma (SKCM) is characterized by both epigenetic DNA methylation (MET) abnormalities and genomic copy number variations (CNVs). The resulting transcriptome dysregulation promotes progression of many cancers. In this study, DNA copy numbers and MET, as well as mRNA expression, were examined in 466 SKCM samples from The Cancer Genome Atlas. Our results indicate that CNVs-correlated (CNVcor) genes and MET-correlated (METcor) genes are coregulated to a remarkable degree. In addition, integrative multi-omics analysis of both METcor and CNVcor genes revealed four SKCM subtypes with differing prognoses; these subtypes were validated with independent data. Immune cell scores were markedly elevated in the iC1 subtype, which had the best prognosis. Immune cell infiltration correlated with DNA MET or CNV level in SKCM. In the iC3 subtype, which was associated with the most aggressive SKCM cases, FAM135B gene mutation frequencies were increased, while CD8A, GBP5, KIAA0040, and SAMHD1 expression were downregulated, suggesting that these genes play important roles in cancer development and immune responses. Taken together, the results of our epigenetic and genomic transcriptome modulation analysis improve our understanding of SKCM pathobiology and may aid in the development of more effective therapies. Impact Journals 2020-07-07 /pmc/articles/PMC7377867/ /pubmed/32639949 http://dx.doi.org/10.18632/aging.103115 Text en Copyright © 2020 Chen et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Chen, Wuzhen Cheng, Pu Jiang, Jingxin Ren, Yunqing Wu, Dang Xue, Dan Epigenomic and genomic analysis of transcriptome modulation in skin cutaneous melanoma |
title | Epigenomic and genomic analysis of transcriptome modulation in skin cutaneous melanoma |
title_full | Epigenomic and genomic analysis of transcriptome modulation in skin cutaneous melanoma |
title_fullStr | Epigenomic and genomic analysis of transcriptome modulation in skin cutaneous melanoma |
title_full_unstemmed | Epigenomic and genomic analysis of transcriptome modulation in skin cutaneous melanoma |
title_short | Epigenomic and genomic analysis of transcriptome modulation in skin cutaneous melanoma |
title_sort | epigenomic and genomic analysis of transcriptome modulation in skin cutaneous melanoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7377867/ https://www.ncbi.nlm.nih.gov/pubmed/32639949 http://dx.doi.org/10.18632/aging.103115 |
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