Cancer Cell Acid Adaptation Gene Expression Response Is Correlated to Tumor-Specific Tissue Expression Profiles and Patient Survival

The acidic pH of the tumor microenvironment plays a critical role in driving cancer development toward a more aggressive phenotype, but the underlying mechanisms are unclear. To this end, phenotypic and genotypic changes induced by adaptation of cancer cells to chronic acidosis have been studied. Ho...

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Main Authors: Jiayi Yao, Dominika Czaplinska, Renata Ialchina, Julie Schnipper, Bin Liu, Albin Sandelin, Stine Falsig Pedersen
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/12/8/2183
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spelling doaj-6454e75898e54ca1919579507ece25362020-11-25T03:41:45ZengMDPI AGCancers2072-66942020-08-01122183218310.3390/cancers12082183Cancer Cell Acid Adaptation Gene Expression Response Is Correlated to Tumor-Specific Tissue Expression Profiles and Patient SurvivalJiayi Yao0Dominika Czaplinska1Renata Ialchina2Julie Schnipper3Bin Liu4Albin Sandelin5Stine Falsig Pedersen6The Bioinformatics Centre, Department of Biology, University of Copenhagen, DK2200 Copenhagen, DenmarkSection for Cell Biology and Physiology, Department of Biology, University of Copenhagen, DK2100 Copenhagen, DenmarkSection for Cell Biology and Physiology, Department of Biology, University of Copenhagen, DK2100 Copenhagen, DenmarkSection for Cell Biology and Physiology, Department of Biology, University of Copenhagen, DK2100 Copenhagen, DenmarkCell Death and Metabolism, Center for Autophagy, Recycling and Disease, Danish Cancer Society Research Center, DK2100 Copenhagen, DenmarkThe Bioinformatics Centre, Department of Biology, University of Copenhagen, DK2200 Copenhagen, DenmarkSection for Cell Biology and Physiology, Department of Biology, University of Copenhagen, DK2100 Copenhagen, DenmarkThe acidic pH of the tumor microenvironment plays a critical role in driving cancer development toward a more aggressive phenotype, but the underlying mechanisms are unclear. To this end, phenotypic and genotypic changes induced by adaptation of cancer cells to chronic acidosis have been studied. However, the generality of acid adaptation patterns across cell models and their correlation to the molecular phenotypes and aggressiveness of human cancers are essentially unknown. Here, we define an acid adaptation expression response shared across three cancer cell models, dominated by metabolic rewiring, extracellular matrix remodeling, and altered cell cycle regulation and DNA damage response. We find that many genes which are upregulated by acid adaptation are significantly correlated to patient survival, and more generally, that there are clear correlations between acid adaptation expression response and gene expression change between normal and tumor tissues, for a large subset of cancer patients. Our data support the notion that tumor microenvironment acidity is one of the key factors driving the selection of aggressive cancer cells in human patient tumors, yet it also induces a growth-limiting genotype that likely limits cancer cell growth until the cells are released from acidosis, for instance during invasion.https://www.mdpi.com/2072-6694/12/8/2183RNA sequencingtumor microenvironmentchronic acidosissurvival analysisacid adaptationmedical transcriptomics
collection DOAJ
language English
format Article
sources DOAJ
author Jiayi Yao
Dominika Czaplinska
Renata Ialchina
Julie Schnipper
Bin Liu
Albin Sandelin
Stine Falsig Pedersen
spellingShingle Jiayi Yao
Dominika Czaplinska
Renata Ialchina
Julie Schnipper
Bin Liu
Albin Sandelin
Stine Falsig Pedersen
Cancer Cell Acid Adaptation Gene Expression Response Is Correlated to Tumor-Specific Tissue Expression Profiles and Patient Survival
Cancers
RNA sequencing
tumor microenvironment
chronic acidosis
survival analysis
acid adaptation
medical transcriptomics
author_facet Jiayi Yao
Dominika Czaplinska
Renata Ialchina
Julie Schnipper
Bin Liu
Albin Sandelin
Stine Falsig Pedersen
author_sort Jiayi Yao
title Cancer Cell Acid Adaptation Gene Expression Response Is Correlated to Tumor-Specific Tissue Expression Profiles and Patient Survival
title_short Cancer Cell Acid Adaptation Gene Expression Response Is Correlated to Tumor-Specific Tissue Expression Profiles and Patient Survival
title_full Cancer Cell Acid Adaptation Gene Expression Response Is Correlated to Tumor-Specific Tissue Expression Profiles and Patient Survival
title_fullStr Cancer Cell Acid Adaptation Gene Expression Response Is Correlated to Tumor-Specific Tissue Expression Profiles and Patient Survival
title_full_unstemmed Cancer Cell Acid Adaptation Gene Expression Response Is Correlated to Tumor-Specific Tissue Expression Profiles and Patient Survival
title_sort cancer cell acid adaptation gene expression response is correlated to tumor-specific tissue expression profiles and patient survival
publisher MDPI AG
series Cancers
issn 2072-6694
publishDate 2020-08-01
description The acidic pH of the tumor microenvironment plays a critical role in driving cancer development toward a more aggressive phenotype, but the underlying mechanisms are unclear. To this end, phenotypic and genotypic changes induced by adaptation of cancer cells to chronic acidosis have been studied. However, the generality of acid adaptation patterns across cell models and their correlation to the molecular phenotypes and aggressiveness of human cancers are essentially unknown. Here, we define an acid adaptation expression response shared across three cancer cell models, dominated by metabolic rewiring, extracellular matrix remodeling, and altered cell cycle regulation and DNA damage response. We find that many genes which are upregulated by acid adaptation are significantly correlated to patient survival, and more generally, that there are clear correlations between acid adaptation expression response and gene expression change between normal and tumor tissues, for a large subset of cancer patients. Our data support the notion that tumor microenvironment acidity is one of the key factors driving the selection of aggressive cancer cells in human patient tumors, yet it also induces a growth-limiting genotype that likely limits cancer cell growth until the cells are released from acidosis, for instance during invasion.
topic RNA sequencing
tumor microenvironment
chronic acidosis
survival analysis
acid adaptation
medical transcriptomics
url https://www.mdpi.com/2072-6694/12/8/2183
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