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TGF-β induced reprogramming and drug resistance in triple-negative breast cells
BACKGROUND: The development of drug resistance remains to be a major cause of therapeutic failure in breast cancer patients. How drug-sensitive cells first evade drug inhibition to proliferate remains to be fully investigated. METHODS: Here we characterized the early transcriptional evolution in res...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8994282/ https://www.ncbi.nlm.nih.gov/pubmed/35395809 http://dx.doi.org/10.1186/s40360-022-00561-x |
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author | Wu, Guoyu Li, Yuchao |
author_facet | Wu, Guoyu Li, Yuchao |
author_sort | Wu, Guoyu |
collection | PubMed |
description | BACKGROUND: The development of drug resistance remains to be a major cause of therapeutic failure in breast cancer patients. How drug-sensitive cells first evade drug inhibition to proliferate remains to be fully investigated. METHODS: Here we characterized the early transcriptional evolution in response to TGF-β in the human triple-negative breast cells through bioinformatical analysis using a published RNA-seq dataset, for which MCF10A cells were treated with 5 ng/ml TGF-β1 for 0 h, 24 h, 48 h and 72 h, and the RNA-seq were performed in biological duplicates. The protein-protein interaction networks of the differentially expressed genes were constructed. KEGG enrichment analysis, cis-regulatory sequence analysis and Kaplan-Meier analysis were also performed to analyze the cellular reprograming induced by TGF-β and its contribution to the survival probability decline of breast cancer patients. RESULT: Transcriptomic analysis revealed that cell growth was severely suppressed by TGF-β in the first 24 h but this anti-proliferate impact attenuated between 48 h and 72 h. The oncogenic actions of TGF-β happened within the same time frame with its anti-proliferative effects. In addition, sustained high expression of several drug resistance markers was observed after TGF-β treatment. We also identified 17 TGF-β induced genes that were highly correlated with the survival probability decline of breast cancer patients. CONCLUSION: Together, TGF-β plays an important role in tumorigenesis and the development of drug resistance, which implies potential therapeutic strategies targeting the early-stage TGF-β signaling activities. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40360-022-00561-x. |
format | Online Article Text |
id | pubmed-8994282 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-89942822022-04-10 TGF-β induced reprogramming and drug resistance in triple-negative breast cells Wu, Guoyu Li, Yuchao BMC Pharmacol Toxicol Research BACKGROUND: The development of drug resistance remains to be a major cause of therapeutic failure in breast cancer patients. How drug-sensitive cells first evade drug inhibition to proliferate remains to be fully investigated. METHODS: Here we characterized the early transcriptional evolution in response to TGF-β in the human triple-negative breast cells through bioinformatical analysis using a published RNA-seq dataset, for which MCF10A cells were treated with 5 ng/ml TGF-β1 for 0 h, 24 h, 48 h and 72 h, and the RNA-seq were performed in biological duplicates. The protein-protein interaction networks of the differentially expressed genes were constructed. KEGG enrichment analysis, cis-regulatory sequence analysis and Kaplan-Meier analysis were also performed to analyze the cellular reprograming induced by TGF-β and its contribution to the survival probability decline of breast cancer patients. RESULT: Transcriptomic analysis revealed that cell growth was severely suppressed by TGF-β in the first 24 h but this anti-proliferate impact attenuated between 48 h and 72 h. The oncogenic actions of TGF-β happened within the same time frame with its anti-proliferative effects. In addition, sustained high expression of several drug resistance markers was observed after TGF-β treatment. We also identified 17 TGF-β induced genes that were highly correlated with the survival probability decline of breast cancer patients. CONCLUSION: Together, TGF-β plays an important role in tumorigenesis and the development of drug resistance, which implies potential therapeutic strategies targeting the early-stage TGF-β signaling activities. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40360-022-00561-x. BioMed Central 2022-04-08 /pmc/articles/PMC8994282/ /pubmed/35395809 http://dx.doi.org/10.1186/s40360-022-00561-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Wu, Guoyu Li, Yuchao TGF-β induced reprogramming and drug resistance in triple-negative breast cells |
title | TGF-β induced reprogramming and drug resistance in triple-negative breast cells |
title_full | TGF-β induced reprogramming and drug resistance in triple-negative breast cells |
title_fullStr | TGF-β induced reprogramming and drug resistance in triple-negative breast cells |
title_full_unstemmed | TGF-β induced reprogramming and drug resistance in triple-negative breast cells |
title_short | TGF-β induced reprogramming and drug resistance in triple-negative breast cells |
title_sort | tgf-β induced reprogramming and drug resistance in triple-negative breast cells |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8994282/ https://www.ncbi.nlm.nih.gov/pubmed/35395809 http://dx.doi.org/10.1186/s40360-022-00561-x |
work_keys_str_mv | AT wuguoyu tgfbinducedreprogramminganddrugresistanceintriplenegativebreastcells AT liyuchao tgfbinducedreprogramminganddrugresistanceintriplenegativebreastcells |