SERPINE1 associated with remodeling of the tumor microenvironment in colon cancer progression: a novel therapeutic target

Abstract 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...

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Main Authors: Shaokun Wang, Li Pang, Zuolong Liu, Xiangwei Meng
Format: Article
Language:English
Published: BMC 2021-07-01
Series:BMC Cancer
Subjects:
Online Access:https://doi.org/10.1186/s12885-021-08536-7
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spelling doaj-ec6543463b9246708760b190160bfb6d2021-07-04T11:38:25ZengBMCBMC Cancer1471-24072021-07-0121111310.1186/s12885-021-08536-7SERPINE1 associated with remodeling of the tumor microenvironment in colon cancer progression: a novel therapeutic targetShaokun Wang0Li Pang1Zuolong Liu2Xiangwei Meng3Department of Emergency, The First Hospital of Jilin UniversityDepartment of Emergency, The First Hospital of Jilin UniversityDepartment of Emergency, The First Hospital of Jilin UniversityDepartment of Gastrointestinal Medicine, The First Hospital of Jilin UniversityAbstract 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.https://doi.org/10.1186/s12885-021-08536-7Colon cancerSERPINE1Tumor microenvironmentTumor-infiltrating immune cells
collection DOAJ
language English
format Article
sources DOAJ
author Shaokun Wang
Li Pang
Zuolong Liu
Xiangwei Meng
spellingShingle Shaokun Wang
Li Pang
Zuolong Liu
Xiangwei Meng
SERPINE1 associated with remodeling of the tumor microenvironment in colon cancer progression: a novel therapeutic target
BMC Cancer
Colon cancer
SERPINE1
Tumor microenvironment
Tumor-infiltrating immune cells
author_facet Shaokun Wang
Li Pang
Zuolong Liu
Xiangwei Meng
author_sort Shaokun Wang
title 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_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_sort serpine1 associated with remodeling of the tumor microenvironment in colon cancer progression: a novel therapeutic target
publisher BMC
series BMC Cancer
issn 1471-2407
publishDate 2021-07-01
description Abstract 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.
topic Colon cancer
SERPINE1
Tumor microenvironment
Tumor-infiltrating immune cells
url https://doi.org/10.1186/s12885-021-08536-7
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AT zuolongliu serpine1associatedwithremodelingofthetumormicroenvironmentincoloncancerprogressionanoveltherapeutictarget
AT xiangweimeng serpine1associatedwithremodelingofthetumormicroenvironmentincoloncancerprogressionanoveltherapeutictarget
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