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Identification of co-regulated genes associated with doxorubicin resistance in the MCF-7/ADR cancer cell line
INTRODUCTION: The molecular mechanism of chemotherapy resistance in breast cancer is not well understood. The identification of genes associated with chemoresistance is critical for a better understanding of the molecular processes driving resistance. METHODS: This study used a co-expression network...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10311417/ https://www.ncbi.nlm.nih.gov/pubmed/37397367 http://dx.doi.org/10.3389/fonc.2023.1135836 |
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author | Miri, Ali Gharechahi, Javad Samiei Mosleh, Iman Sharifi, Kazem Jajarmi, Vahid |
author_facet | Miri, Ali Gharechahi, Javad Samiei Mosleh, Iman Sharifi, Kazem Jajarmi, Vahid |
author_sort | Miri, Ali |
collection | PubMed |
description | INTRODUCTION: The molecular mechanism of chemotherapy resistance in breast cancer is not well understood. The identification of genes associated with chemoresistance is critical for a better understanding of the molecular processes driving resistance. METHODS: This study used a co-expression network analysis of Adriamycin (or doxorubicin)-resistant MCF-7 (MCF-7/ADR) and its parent MCF-7 cell lines to explore the mechanisms of drug resistance in breast cancer. Genes associated with doxorubicin resistance were extracted from two microarray datasets (GSE24460 and GSE76540) obtained from the Gene Expression Omnibus (GEO) database using the GEO2R web tool. The candidate differentially expressed genes (DEGs) with the highest degree and/or betweenness in the co-expression network were selected for further analysis. The expression of major DEGs was validated experimentally using qRT–PCR. RESULTS: We identified twelve DEGs in MCF-7/ADR compared with its parent MCF-7 cell line, including 10 upregulated and 2 downregulated DEGs. Functional enrichment suggests a key role for RNA binding by IGF2BPs and epithelial-to-mesenchymal transition pathways in drug resistance in breast cancer. DISCUSSION: Our findings suggested that MMP1, VIM, CNN3, LDHB, NEFH, PLS3, AKAP12, TCEAL2, and ABCB1 genes play an important role in doxorubicin resistance and could be targeted for developing novel therapies by chemical synthesis approaches. |
format | Online Article Text |
id | pubmed-10311417 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103114172023-07-01 Identification of co-regulated genes associated with doxorubicin resistance in the MCF-7/ADR cancer cell line Miri, Ali Gharechahi, Javad Samiei Mosleh, Iman Sharifi, Kazem Jajarmi, Vahid Front Oncol Oncology INTRODUCTION: The molecular mechanism of chemotherapy resistance in breast cancer is not well understood. The identification of genes associated with chemoresistance is critical for a better understanding of the molecular processes driving resistance. METHODS: This study used a co-expression network analysis of Adriamycin (or doxorubicin)-resistant MCF-7 (MCF-7/ADR) and its parent MCF-7 cell lines to explore the mechanisms of drug resistance in breast cancer. Genes associated with doxorubicin resistance were extracted from two microarray datasets (GSE24460 and GSE76540) obtained from the Gene Expression Omnibus (GEO) database using the GEO2R web tool. The candidate differentially expressed genes (DEGs) with the highest degree and/or betweenness in the co-expression network were selected for further analysis. The expression of major DEGs was validated experimentally using qRT–PCR. RESULTS: We identified twelve DEGs in MCF-7/ADR compared with its parent MCF-7 cell line, including 10 upregulated and 2 downregulated DEGs. Functional enrichment suggests a key role for RNA binding by IGF2BPs and epithelial-to-mesenchymal transition pathways in drug resistance in breast cancer. DISCUSSION: Our findings suggested that MMP1, VIM, CNN3, LDHB, NEFH, PLS3, AKAP12, TCEAL2, and ABCB1 genes play an important role in doxorubicin resistance and could be targeted for developing novel therapies by chemical synthesis approaches. Frontiers Media S.A. 2023-06-15 /pmc/articles/PMC10311417/ /pubmed/37397367 http://dx.doi.org/10.3389/fonc.2023.1135836 Text en Copyright © 2023 Miri, Gharechahi, Samiei Mosleh, Sharifi and Jajarmi https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Miri, Ali Gharechahi, Javad Samiei Mosleh, Iman Sharifi, Kazem Jajarmi, Vahid Identification of co-regulated genes associated with doxorubicin resistance in the MCF-7/ADR cancer cell line |
title | Identification of co-regulated genes associated with doxorubicin resistance in the MCF-7/ADR cancer cell line |
title_full | Identification of co-regulated genes associated with doxorubicin resistance in the MCF-7/ADR cancer cell line |
title_fullStr | Identification of co-regulated genes associated with doxorubicin resistance in the MCF-7/ADR cancer cell line |
title_full_unstemmed | Identification of co-regulated genes associated with doxorubicin resistance in the MCF-7/ADR cancer cell line |
title_short | Identification of co-regulated genes associated with doxorubicin resistance in the MCF-7/ADR cancer cell line |
title_sort | identification of co-regulated genes associated with doxorubicin resistance in the mcf-7/adr cancer cell line |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10311417/ https://www.ncbi.nlm.nih.gov/pubmed/37397367 http://dx.doi.org/10.3389/fonc.2023.1135836 |
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