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Genome-wide profiles of methylation, microRNAs, and gene expression in chemoresistant breast cancer
Cancer chemoresistance is regulated by complex genetic and epigenetic networks. In this study, the features of gene expression, methylation, and microRNA (miRNA) expression were investigated with high-throughput sequencing in human breast cancer MCF-7 cells resistant to adriamycin (MCF-7/ADM) and pa...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4837395/ https://www.ncbi.nlm.nih.gov/pubmed/27094684 http://dx.doi.org/10.1038/srep24706 |
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author | He, Dong-Xu Gu, Feng Gao, Fei Hao, Jun-jun Gong, Desheng Gu, Xiao-Ting Mao, Ai-Qin Jin, Jian Fu, Li Ma, Xin |
author_facet | He, Dong-Xu Gu, Feng Gao, Fei Hao, Jun-jun Gong, Desheng Gu, Xiao-Ting Mao, Ai-Qin Jin, Jian Fu, Li Ma, Xin |
author_sort | He, Dong-Xu |
collection | PubMed |
description | Cancer chemoresistance is regulated by complex genetic and epigenetic networks. In this study, the features of gene expression, methylation, and microRNA (miRNA) expression were investigated with high-throughput sequencing in human breast cancer MCF-7 cells resistant to adriamycin (MCF-7/ADM) and paclitaxel (MCF-7/PTX). We found that: ① both of the chemoresistant cell lines had similar, massive changes in gene expression, methylation, and miRNA expression versus chemosensitive controls. ② Pairwise integration of the data highlighted sets of genes that were regulated by either methylation or miRNAs, and sets of miRNAs whose expression was controlled by DNA methylation in chemoresistant cells. ③ By combining the three sets of high-throughput data, we obtained a list of genes whose expression was regulated by both methylation and miRNAs in chemoresistant cells; ④ Expression of these genes was then validated in clinical breast cancer samples to generate a 17-gene signature that showed good predictive and prognostic power in triple-negative breast cancer patients receiving anthracycline-taxane-based neoadjuvant chemotherapy. In conclusion, our results have generated a new workflow for the integrated analysis of the effects of miRNAs and methylation on gene expression during the development of chemoresistance. |
format | Online Article Text |
id | pubmed-4837395 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-48373952016-04-27 Genome-wide profiles of methylation, microRNAs, and gene expression in chemoresistant breast cancer He, Dong-Xu Gu, Feng Gao, Fei Hao, Jun-jun Gong, Desheng Gu, Xiao-Ting Mao, Ai-Qin Jin, Jian Fu, Li Ma, Xin Sci Rep Article Cancer chemoresistance is regulated by complex genetic and epigenetic networks. In this study, the features of gene expression, methylation, and microRNA (miRNA) expression were investigated with high-throughput sequencing in human breast cancer MCF-7 cells resistant to adriamycin (MCF-7/ADM) and paclitaxel (MCF-7/PTX). We found that: ① both of the chemoresistant cell lines had similar, massive changes in gene expression, methylation, and miRNA expression versus chemosensitive controls. ② Pairwise integration of the data highlighted sets of genes that were regulated by either methylation or miRNAs, and sets of miRNAs whose expression was controlled by DNA methylation in chemoresistant cells. ③ By combining the three sets of high-throughput data, we obtained a list of genes whose expression was regulated by both methylation and miRNAs in chemoresistant cells; ④ Expression of these genes was then validated in clinical breast cancer samples to generate a 17-gene signature that showed good predictive and prognostic power in triple-negative breast cancer patients receiving anthracycline-taxane-based neoadjuvant chemotherapy. In conclusion, our results have generated a new workflow for the integrated analysis of the effects of miRNAs and methylation on gene expression during the development of chemoresistance. Nature Publishing Group 2016-04-20 /pmc/articles/PMC4837395/ /pubmed/27094684 http://dx.doi.org/10.1038/srep24706 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article He, Dong-Xu Gu, Feng Gao, Fei Hao, Jun-jun Gong, Desheng Gu, Xiao-Ting Mao, Ai-Qin Jin, Jian Fu, Li Ma, Xin Genome-wide profiles of methylation, microRNAs, and gene expression in chemoresistant breast cancer |
title | Genome-wide profiles of methylation, microRNAs, and gene expression in chemoresistant breast cancer |
title_full | Genome-wide profiles of methylation, microRNAs, and gene expression in chemoresistant breast cancer |
title_fullStr | Genome-wide profiles of methylation, microRNAs, and gene expression in chemoresistant breast cancer |
title_full_unstemmed | Genome-wide profiles of methylation, microRNAs, and gene expression in chemoresistant breast cancer |
title_short | Genome-wide profiles of methylation, microRNAs, and gene expression in chemoresistant breast cancer |
title_sort | genome-wide profiles of methylation, micrornas, and gene expression in chemoresistant breast cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4837395/ https://www.ncbi.nlm.nih.gov/pubmed/27094684 http://dx.doi.org/10.1038/srep24706 |
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