Cargando…

Effects of Hypoxia in Intestinal Tumors on Immune Cell Behavior in the Tumor Microenvironment

BACKGROUND: Imbalanced nutritional supply and demand in the tumor microenvironment often leads to hypoxia. The subtle interaction between hypoxia and immune cell behavior plays an important role in tumor occurrence and development. However, the functional relationship between hypoxia and the tumor m...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Luping, Wang, Shaokun, Wang, Yachen, Zhao, Weidan, Zhang, Yingli, Zhang, Nan, Xu, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7962475/
https://www.ncbi.nlm.nih.gov/pubmed/33737938
http://dx.doi.org/10.3389/fimmu.2021.645320
_version_ 1783665476719607808
author Zhang, Luping
Wang, Shaokun
Wang, Yachen
Zhao, Weidan
Zhang, Yingli
Zhang, Nan
Xu, Hong
author_facet Zhang, Luping
Wang, Shaokun
Wang, Yachen
Zhao, Weidan
Zhang, Yingli
Zhang, Nan
Xu, Hong
author_sort Zhang, Luping
collection PubMed
description BACKGROUND: Imbalanced nutritional supply and demand in the tumor microenvironment often leads to hypoxia. The subtle interaction between hypoxia and immune cell behavior plays an important role in tumor occurrence and development. However, the functional relationship between hypoxia and the tumor microenvironment remains unclear. Therefore, we aimed to investigate the effect of hypoxia on the intestinal tumor microenvironment. METHOD: We extracted the names of hypoxia-related genes from the Gene Set Enrichment Analysis (GSEA) database and screened them for those associated with colorectal cancer prognosis, with the final list including ALDOB, GPC1, ALDOC, and SLC2A3. Using the sum of the expression levels of these four genes, provided by The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases, and the expression coefficients, we developed a hypoxia risk score model. Using the median risk score value, we divided the patients in the two databases into high- and low-risk groups. GSEA was used to compare the enrichment differences between the two groups. We used the CIBERSORT computational method to analyze immune cell infiltration. Finally, the correlation between these five genes and hypoxia was analyzed. RESULT: The prognosis of the two groups differed significantly, with a higher survival rate in the low-risk group than in the high-risk group. We found that the different risk groups were enriched by immune-related and inflammatory pathways. We identified activated M0 macrophages in TCGA and GEO databases and found that CCL2/4/5, and CSF1 contributed toward the increased infiltration rate of this immune cell type. Finally, we observed a positive correlation between the five candidate genes’ expression and the risk of hypoxia, with significant differences in the level of expression of each of these genes between patient risk groups. CONCLUSION: Overall, our data suggest that hypoxia is associated with the prognosis and rate of immune cell infiltration in patients with colorectal cancer. This finding may improve immunotherapy for colorectal cancer.
format Online
Article
Text
id pubmed-7962475
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-79624752021-03-17 Effects of Hypoxia in Intestinal Tumors on Immune Cell Behavior in the Tumor Microenvironment Zhang, Luping Wang, Shaokun Wang, Yachen Zhao, Weidan Zhang, Yingli Zhang, Nan Xu, Hong Front Immunol Immunology BACKGROUND: Imbalanced nutritional supply and demand in the tumor microenvironment often leads to hypoxia. The subtle interaction between hypoxia and immune cell behavior plays an important role in tumor occurrence and development. However, the functional relationship between hypoxia and the tumor microenvironment remains unclear. Therefore, we aimed to investigate the effect of hypoxia on the intestinal tumor microenvironment. METHOD: We extracted the names of hypoxia-related genes from the Gene Set Enrichment Analysis (GSEA) database and screened them for those associated with colorectal cancer prognosis, with the final list including ALDOB, GPC1, ALDOC, and SLC2A3. Using the sum of the expression levels of these four genes, provided by The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases, and the expression coefficients, we developed a hypoxia risk score model. Using the median risk score value, we divided the patients in the two databases into high- and low-risk groups. GSEA was used to compare the enrichment differences between the two groups. We used the CIBERSORT computational method to analyze immune cell infiltration. Finally, the correlation between these five genes and hypoxia was analyzed. RESULT: The prognosis of the two groups differed significantly, with a higher survival rate in the low-risk group than in the high-risk group. We found that the different risk groups were enriched by immune-related and inflammatory pathways. We identified activated M0 macrophages in TCGA and GEO databases and found that CCL2/4/5, and CSF1 contributed toward the increased infiltration rate of this immune cell type. Finally, we observed a positive correlation between the five candidate genes’ expression and the risk of hypoxia, with significant differences in the level of expression of each of these genes between patient risk groups. CONCLUSION: Overall, our data suggest that hypoxia is associated with the prognosis and rate of immune cell infiltration in patients with colorectal cancer. This finding may improve immunotherapy for colorectal cancer. Frontiers Media S.A. 2021-03-02 /pmc/articles/PMC7962475/ /pubmed/33737938 http://dx.doi.org/10.3389/fimmu.2021.645320 Text en Copyright © 2021 Zhang, Wang, Wang, Zhao, Zhang, Zhang and Xu 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 Immunology
Zhang, Luping
Wang, Shaokun
Wang, Yachen
Zhao, Weidan
Zhang, Yingli
Zhang, Nan
Xu, Hong
Effects of Hypoxia in Intestinal Tumors on Immune Cell Behavior in the Tumor Microenvironment
title Effects of Hypoxia in Intestinal Tumors on Immune Cell Behavior in the Tumor Microenvironment
title_full Effects of Hypoxia in Intestinal Tumors on Immune Cell Behavior in the Tumor Microenvironment
title_fullStr Effects of Hypoxia in Intestinal Tumors on Immune Cell Behavior in the Tumor Microenvironment
title_full_unstemmed Effects of Hypoxia in Intestinal Tumors on Immune Cell Behavior in the Tumor Microenvironment
title_short Effects of Hypoxia in Intestinal Tumors on Immune Cell Behavior in the Tumor Microenvironment
title_sort effects of hypoxia in intestinal tumors on immune cell behavior in the tumor microenvironment
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7962475/
https://www.ncbi.nlm.nih.gov/pubmed/33737938
http://dx.doi.org/10.3389/fimmu.2021.645320
work_keys_str_mv AT zhangluping effectsofhypoxiainintestinaltumorsonimmunecellbehaviorinthetumormicroenvironment
AT wangshaokun effectsofhypoxiainintestinaltumorsonimmunecellbehaviorinthetumormicroenvironment
AT wangyachen effectsofhypoxiainintestinaltumorsonimmunecellbehaviorinthetumormicroenvironment
AT zhaoweidan effectsofhypoxiainintestinaltumorsonimmunecellbehaviorinthetumormicroenvironment
AT zhangyingli effectsofhypoxiainintestinaltumorsonimmunecellbehaviorinthetumormicroenvironment
AT zhangnan effectsofhypoxiainintestinaltumorsonimmunecellbehaviorinthetumormicroenvironment
AT xuhong effectsofhypoxiainintestinaltumorsonimmunecellbehaviorinthetumormicroenvironment