Cargando…
Integrative Analysis of Breast Cancer Cells Reveals an Epithelial-Mesenchymal Transition Role in Adaptation to Acidic Microenvironment
Early ducts of breast tumors are unequivocally acidic. High rates of glycolysis combined with poor perfusion lead to a congestion of acidic metabolites in the tumor microenvironment, and pre-malignant cells must adapt to this acidosis to thrive. Adaptation to acidosis selects cancer cells that can t...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7076123/ https://www.ncbi.nlm.nih.gov/pubmed/32211331 http://dx.doi.org/10.3389/fonc.2020.00304 |
_version_ | 1783507161018531840 |
---|---|
author | Sadeghi, Mehdi Ordway, Bryce Rafiei, Ilyia Borad, Punit Fang, Bin Koomen, John L. Zhang, Chaomei Yoder, Sean Johnson, Joseph Damaghi, Mehdi |
author_facet | Sadeghi, Mehdi Ordway, Bryce Rafiei, Ilyia Borad, Punit Fang, Bin Koomen, John L. Zhang, Chaomei Yoder, Sean Johnson, Joseph Damaghi, Mehdi |
author_sort | Sadeghi, Mehdi |
collection | PubMed |
description | Early ducts of breast tumors are unequivocally acidic. High rates of glycolysis combined with poor perfusion lead to a congestion of acidic metabolites in the tumor microenvironment, and pre-malignant cells must adapt to this acidosis to thrive. Adaptation to acidosis selects cancer cells that can thrive in harsh conditions and are capable of outgrowing the normal or non-adapted neighbors. This selection is usually accompanied by phenotypic change. Epithelial mesenchymal transition (EMT) is one of the most important switches correlated to malignant tumor cell phenotype and has been shown to be induced by tumor acidosis. New evidence shows that the EMT switch is not a binary system and occurs on a spectrum of transition states. During confirmation of the EMT phenotype, our results demonstrated a partial EMT phenotype in our acid-adapted cell population. Using RNA sequencing and network analysis we found 10 dysregulated network motifs in acid-adapted breast cancer cells playing a role in EMT. Our further integrative analysis of RNA sequencing and SILAC proteomics resulted in recognition of S100B and S100A6 proteins at both the RNA and protein level. Higher expression of S100B and S100A6 was validated in vitro by Immunocytochemistry. We further validated our finding both in vitro and in patients' samples by IHC analysis of Tissue Microarray (TMA). Correlation analysis of S100A6 and LAMP2b as marker of acidosis in each patient from Moffitt TMA approved the acid related role of S100A6 in breast cancer patients. Also, DCIS patients with higher expression of S100A6 showed lower survival compared to lower expression. We propose essential roles of acid adaptation in cancer cells EMT process through S100 proteins such as S100A6 that can be used as therapeutic strategy targeting both acid-adapted and malignant phenotypes. |
format | Online Article Text |
id | pubmed-7076123 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-70761232020-03-24 Integrative Analysis of Breast Cancer Cells Reveals an Epithelial-Mesenchymal Transition Role in Adaptation to Acidic Microenvironment Sadeghi, Mehdi Ordway, Bryce Rafiei, Ilyia Borad, Punit Fang, Bin Koomen, John L. Zhang, Chaomei Yoder, Sean Johnson, Joseph Damaghi, Mehdi Front Oncol Oncology Early ducts of breast tumors are unequivocally acidic. High rates of glycolysis combined with poor perfusion lead to a congestion of acidic metabolites in the tumor microenvironment, and pre-malignant cells must adapt to this acidosis to thrive. Adaptation to acidosis selects cancer cells that can thrive in harsh conditions and are capable of outgrowing the normal or non-adapted neighbors. This selection is usually accompanied by phenotypic change. Epithelial mesenchymal transition (EMT) is one of the most important switches correlated to malignant tumor cell phenotype and has been shown to be induced by tumor acidosis. New evidence shows that the EMT switch is not a binary system and occurs on a spectrum of transition states. During confirmation of the EMT phenotype, our results demonstrated a partial EMT phenotype in our acid-adapted cell population. Using RNA sequencing and network analysis we found 10 dysregulated network motifs in acid-adapted breast cancer cells playing a role in EMT. Our further integrative analysis of RNA sequencing and SILAC proteomics resulted in recognition of S100B and S100A6 proteins at both the RNA and protein level. Higher expression of S100B and S100A6 was validated in vitro by Immunocytochemistry. We further validated our finding both in vitro and in patients' samples by IHC analysis of Tissue Microarray (TMA). Correlation analysis of S100A6 and LAMP2b as marker of acidosis in each patient from Moffitt TMA approved the acid related role of S100A6 in breast cancer patients. Also, DCIS patients with higher expression of S100A6 showed lower survival compared to lower expression. We propose essential roles of acid adaptation in cancer cells EMT process through S100 proteins such as S100A6 that can be used as therapeutic strategy targeting both acid-adapted and malignant phenotypes. Frontiers Media S.A. 2020-03-10 /pmc/articles/PMC7076123/ /pubmed/32211331 http://dx.doi.org/10.3389/fonc.2020.00304 Text en Copyright © 2020 Sadeghi, Ordway, Rafiei, Borad, Fang, Koomen, Zhang, Yoder, Johnson and Damaghi. http://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 Sadeghi, Mehdi Ordway, Bryce Rafiei, Ilyia Borad, Punit Fang, Bin Koomen, John L. Zhang, Chaomei Yoder, Sean Johnson, Joseph Damaghi, Mehdi Integrative Analysis of Breast Cancer Cells Reveals an Epithelial-Mesenchymal Transition Role in Adaptation to Acidic Microenvironment |
title | Integrative Analysis of Breast Cancer Cells Reveals an Epithelial-Mesenchymal Transition Role in Adaptation to Acidic Microenvironment |
title_full | Integrative Analysis of Breast Cancer Cells Reveals an Epithelial-Mesenchymal Transition Role in Adaptation to Acidic Microenvironment |
title_fullStr | Integrative Analysis of Breast Cancer Cells Reveals an Epithelial-Mesenchymal Transition Role in Adaptation to Acidic Microenvironment |
title_full_unstemmed | Integrative Analysis of Breast Cancer Cells Reveals an Epithelial-Mesenchymal Transition Role in Adaptation to Acidic Microenvironment |
title_short | Integrative Analysis of Breast Cancer Cells Reveals an Epithelial-Mesenchymal Transition Role in Adaptation to Acidic Microenvironment |
title_sort | integrative analysis of breast cancer cells reveals an epithelial-mesenchymal transition role in adaptation to acidic microenvironment |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7076123/ https://www.ncbi.nlm.nih.gov/pubmed/32211331 http://dx.doi.org/10.3389/fonc.2020.00304 |
work_keys_str_mv | AT sadeghimehdi integrativeanalysisofbreastcancercellsrevealsanepithelialmesenchymaltransitionroleinadaptationtoacidicmicroenvironment AT ordwaybryce integrativeanalysisofbreastcancercellsrevealsanepithelialmesenchymaltransitionroleinadaptationtoacidicmicroenvironment AT rafieiilyia integrativeanalysisofbreastcancercellsrevealsanepithelialmesenchymaltransitionroleinadaptationtoacidicmicroenvironment AT boradpunit integrativeanalysisofbreastcancercellsrevealsanepithelialmesenchymaltransitionroleinadaptationtoacidicmicroenvironment AT fangbin integrativeanalysisofbreastcancercellsrevealsanepithelialmesenchymaltransitionroleinadaptationtoacidicmicroenvironment AT koomenjohnl integrativeanalysisofbreastcancercellsrevealsanepithelialmesenchymaltransitionroleinadaptationtoacidicmicroenvironment AT zhangchaomei integrativeanalysisofbreastcancercellsrevealsanepithelialmesenchymaltransitionroleinadaptationtoacidicmicroenvironment AT yodersean integrativeanalysisofbreastcancercellsrevealsanepithelialmesenchymaltransitionroleinadaptationtoacidicmicroenvironment AT johnsonjoseph integrativeanalysisofbreastcancercellsrevealsanepithelialmesenchymaltransitionroleinadaptationtoacidicmicroenvironment AT damaghimehdi integrativeanalysisofbreastcancercellsrevealsanepithelialmesenchymaltransitionroleinadaptationtoacidicmicroenvironment |