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SERPINE1 associated with remodeling of the tumor microenvironment in colon cancer progression: a novel therapeutic target
BACKGROUND: The change of immune cell infiltration essentially influences the process of colorectal cancer development. The infiltration of immune cells can be regulated by a variety of genes. Thus, modeling the immune microenvironment of colorectal cancer by analyzing the genes involved can be more...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8254339/ https://www.ncbi.nlm.nih.gov/pubmed/34215248 http://dx.doi.org/10.1186/s12885-021-08536-7 |
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author | Wang, Shaokun Pang, Li Liu, Zuolong Meng, Xiangwei |
author_facet | Wang, Shaokun Pang, Li Liu, Zuolong Meng, Xiangwei |
author_sort | Wang, Shaokun |
collection | PubMed |
description | BACKGROUND: The change of immune cell infiltration essentially influences the process of colorectal cancer development. The infiltration of immune cells can be regulated by a variety of genes. Thus, modeling the immune microenvironment of colorectal cancer by analyzing the genes involved can be more conducive to the in-depth understanding of carcinogenesis and the progression thereof. METHODS: In this study, the number of stromal and immune cells in malignant tumor tissues were first estimated by using expression data (ESTIMATE) and cell-type identification with relative subsets of known RNA transcripts (CIBERSORT) to calculate the proportion of infiltrating immune cell and stromal components of colon cancer samples from the Cancer Genome Atlas database. Then the relationship between the TMN Classification and prognosis of malignant tumors was evaluated. RESULTS: By investigating differentially expressed genes using COX regression and protein-protein interaction network (PPI), the candidate hub gene serine protease inhibitor family E member 1 (SERPINE1) was found to be associated with immune cell infiltration. Gene Set Enrichment Analysis (GSEA) further projected the potential pathways with elevated SERPINE1 expression to carcinogenesis and immunity. CIBERSORT was subsequently utilized to investigate the relationship between the expression differences of SERPINE1 and immune cell infiltration and to identify eight immune cells associated with SERPINE1 expression. CONCLUSION: We found that SERPINE1 plays a role in the remodeling of the colon cancer microenvironment and the infiltration of immune cells. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-021-08536-7. |
format | Online Article Text |
id | pubmed-8254339 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82543392021-07-06 SERPINE1 associated with remodeling of the tumor microenvironment in colon cancer progression: a novel therapeutic target Wang, Shaokun Pang, Li Liu, Zuolong Meng, Xiangwei BMC Cancer Research BACKGROUND: The change of immune cell infiltration essentially influences the process of colorectal cancer development. The infiltration of immune cells can be regulated by a variety of genes. Thus, modeling the immune microenvironment of colorectal cancer by analyzing the genes involved can be more conducive to the in-depth understanding of carcinogenesis and the progression thereof. METHODS: In this study, the number of stromal and immune cells in malignant tumor tissues were first estimated by using expression data (ESTIMATE) and cell-type identification with relative subsets of known RNA transcripts (CIBERSORT) to calculate the proportion of infiltrating immune cell and stromal components of colon cancer samples from the Cancer Genome Atlas database. Then the relationship between the TMN Classification and prognosis of malignant tumors was evaluated. RESULTS: By investigating differentially expressed genes using COX regression and protein-protein interaction network (PPI), the candidate hub gene serine protease inhibitor family E member 1 (SERPINE1) was found to be associated with immune cell infiltration. Gene Set Enrichment Analysis (GSEA) further projected the potential pathways with elevated SERPINE1 expression to carcinogenesis and immunity. CIBERSORT was subsequently utilized to investigate the relationship between the expression differences of SERPINE1 and immune cell infiltration and to identify eight immune cells associated with SERPINE1 expression. CONCLUSION: We found that SERPINE1 plays a role in the remodeling of the colon cancer microenvironment and the infiltration of immune cells. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-021-08536-7. BioMed Central 2021-07-03 /pmc/articles/PMC8254339/ /pubmed/34215248 http://dx.doi.org/10.1186/s12885-021-08536-7 Text en © The Author(s) 2021 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 Wang, Shaokun Pang, Li Liu, Zuolong Meng, Xiangwei SERPINE1 associated with remodeling of the tumor microenvironment in colon cancer progression: a novel therapeutic target |
title | SERPINE1 associated with remodeling of the tumor microenvironment in colon cancer progression: a novel therapeutic target |
title_full | SERPINE1 associated with remodeling of the tumor microenvironment in colon cancer progression: a novel therapeutic target |
title_fullStr | SERPINE1 associated with remodeling of the tumor microenvironment in colon cancer progression: a novel therapeutic target |
title_full_unstemmed | SERPINE1 associated with remodeling of the tumor microenvironment in colon cancer progression: a novel therapeutic target |
title_short | SERPINE1 associated with remodeling of the tumor microenvironment in colon cancer progression: a novel therapeutic target |
title_sort | serpine1 associated with remodeling of the tumor microenvironment in colon cancer progression: a novel therapeutic target |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8254339/ https://www.ncbi.nlm.nih.gov/pubmed/34215248 http://dx.doi.org/10.1186/s12885-021-08536-7 |
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