PLXNC1: A Novel Potential Immune-Related Target for Stomach Adenocarcinoma

BackgroundGastric cancer is associated with tumor microenvironment and chronic inflammation, but the underlying tumor-promoting mechanisms still remain unknown.MethodsThe ATAC-seq was used to identify genes with chromatin accessibilities in promoter regions. The RNA-seq datasets were performed to id...

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Main Authors: Zhizhan Ni, Chenshen Huang, Hongmei Zhao, Jinzhe Zhou, Muren Hu, Qing Chen, Bujun Ge, Qi Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcell.2021.662707/full
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spelling doaj-3a962c13996d4574a9c27fbf768456c92021-07-02T05:03:55ZengFrontiers Media S.A.Frontiers in Cell and Developmental Biology2296-634X2021-07-01910.3389/fcell.2021.662707662707PLXNC1: A Novel Potential Immune-Related Target for Stomach AdenocarcinomaZhizhan Ni0Chenshen Huang1Hongmei Zhao2Jinzhe Zhou3Muren Hu4Qing Chen5Bujun Ge6Qi Huang7Department of General Surgery, Tongji Hospital, School of Medicine, Tongji University, Shanghai, ChinaDepartment of General Surgery, Tongji Hospital, School of Medicine, Tongji University, Shanghai, ChinaDepartment of VIP Clinic, East Hospital, School of Medicine, Tongji University, Shanghai, ChinaDepartment of General Surgery, Tongji Hospital, School of Medicine, Tongji University, Shanghai, ChinaDepartment of General Surgery, Tongji Hospital, School of Medicine, Tongji University, Shanghai, ChinaDepartment of General Surgery, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, ChinaDepartment of General Surgery, Tongji Hospital, School of Medicine, Tongji University, Shanghai, ChinaDepartment of General Surgery, Tongji Hospital, School of Medicine, Tongji University, Shanghai, ChinaBackgroundGastric cancer is associated with tumor microenvironment and chronic inflammation, but the underlying tumor-promoting mechanisms still remain unknown.MethodsThe ATAC-seq was used to identify genes with chromatin accessibilities in promoter regions. The RNA-seq datasets were performed to identify differentially expressed genes (DEGs). Pearson correlation analysis with the mRNA expression of three families of tumor-related inflammation TFs was used to filter downstream DEGs. Cox univariate survival analysis was performed to identify the prognostic value. The ImmPort database and CIBERSORTx algorithm were used to investigate the regulatory relationship between hub DEGs and immune cells. Immunohistochemistry (IHC) and multidimensional database were performed to verification.ResultsIn this case, we require 2,454 genes with chromatin accessibility in promoter regions by ATAC-seq. Based on the gene expression profiles (RNA-seq), we identified 365 genes with chromatin accessibility and differential expression. Combined with the Cox univariate survival analysis, we identified 32 survival-related DEGs with chromatin accessibility. According to ImmPort database, CXCL3, PLXNC1, and EDN2 were identified as immune- related genes in STAD. By applying the CIBERSORTx algorithm and Pearson correlation, PLXNC1 was the only gene correlated with various immune cells, significantly associated with M2 macrophages. Furthermore, gene set variation analysis (GSVA) suggests the “hallmark_interferon_gamma_response” pathway was most significantly correlated with PLXNC1. Immunohistochemistry results revealed that PLXNC1 protein level was significantly higher in STAD tissues than in normal tissues (p < 0.001).ConclusionPLXNC1, regulated by IRF5, is an immune-related gene that was significantly associated with M2 macrophages and poor outcome in stomach adenocarcinoma.https://www.frontiersin.org/articles/10.3389/fcell.2021.662707/fullgastric cancerplexin C1tumor microenvironmentmacrophagestomach adenocarcinomachromatin accessibility
collection DOAJ
language English
format Article
sources DOAJ
author Zhizhan Ni
Chenshen Huang
Hongmei Zhao
Jinzhe Zhou
Muren Hu
Qing Chen
Bujun Ge
Qi Huang
spellingShingle Zhizhan Ni
Chenshen Huang
Hongmei Zhao
Jinzhe Zhou
Muren Hu
Qing Chen
Bujun Ge
Qi Huang
PLXNC1: A Novel Potential Immune-Related Target for Stomach Adenocarcinoma
Frontiers in Cell and Developmental Biology
gastric cancer
plexin C1
tumor microenvironment
macrophage
stomach adenocarcinoma
chromatin accessibility
author_facet Zhizhan Ni
Chenshen Huang
Hongmei Zhao
Jinzhe Zhou
Muren Hu
Qing Chen
Bujun Ge
Qi Huang
author_sort Zhizhan Ni
title PLXNC1: A Novel Potential Immune-Related Target for Stomach Adenocarcinoma
title_short PLXNC1: A Novel Potential Immune-Related Target for Stomach Adenocarcinoma
title_full PLXNC1: A Novel Potential Immune-Related Target for Stomach Adenocarcinoma
title_fullStr PLXNC1: A Novel Potential Immune-Related Target for Stomach Adenocarcinoma
title_full_unstemmed PLXNC1: A Novel Potential Immune-Related Target for Stomach Adenocarcinoma
title_sort plxnc1: a novel potential immune-related target for stomach adenocarcinoma
publisher Frontiers Media S.A.
series Frontiers in Cell and Developmental Biology
issn 2296-634X
publishDate 2021-07-01
description BackgroundGastric cancer is associated with tumor microenvironment and chronic inflammation, but the underlying tumor-promoting mechanisms still remain unknown.MethodsThe ATAC-seq was used to identify genes with chromatin accessibilities in promoter regions. The RNA-seq datasets were performed to identify differentially expressed genes (DEGs). Pearson correlation analysis with the mRNA expression of three families of tumor-related inflammation TFs was used to filter downstream DEGs. Cox univariate survival analysis was performed to identify the prognostic value. The ImmPort database and CIBERSORTx algorithm were used to investigate the regulatory relationship between hub DEGs and immune cells. Immunohistochemistry (IHC) and multidimensional database were performed to verification.ResultsIn this case, we require 2,454 genes with chromatin accessibility in promoter regions by ATAC-seq. Based on the gene expression profiles (RNA-seq), we identified 365 genes with chromatin accessibility and differential expression. Combined with the Cox univariate survival analysis, we identified 32 survival-related DEGs with chromatin accessibility. According to ImmPort database, CXCL3, PLXNC1, and EDN2 were identified as immune- related genes in STAD. By applying the CIBERSORTx algorithm and Pearson correlation, PLXNC1 was the only gene correlated with various immune cells, significantly associated with M2 macrophages. Furthermore, gene set variation analysis (GSVA) suggests the “hallmark_interferon_gamma_response” pathway was most significantly correlated with PLXNC1. Immunohistochemistry results revealed that PLXNC1 protein level was significantly higher in STAD tissues than in normal tissues (p < 0.001).ConclusionPLXNC1, regulated by IRF5, is an immune-related gene that was significantly associated with M2 macrophages and poor outcome in stomach adenocarcinoma.
topic gastric cancer
plexin C1
tumor microenvironment
macrophage
stomach adenocarcinoma
chromatin accessibility
url https://www.frontiersin.org/articles/10.3389/fcell.2021.662707/full
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