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PLXNC1: A Novel Potential Immune-Related Target for Stomach Adenocarcinoma
BACKGROUND: Gastric cancer is associated with tumor microenvironment and chronic inflammation, but the underlying tumor-promoting mechanisms still remain unknown. METHODS: The ATAC-seq was used to identify genes with chromatin accessibilities in promoter regions. The RNA-seq datasets were performed...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8283001/ https://www.ncbi.nlm.nih.gov/pubmed/34277610 http://dx.doi.org/10.3389/fcell.2021.662707 |
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author | Ni, Zhizhan Huang, Chenshen Zhao, Hongmei Zhou, Jinzhe Hu, Muren Chen, Qing Ge, Bujun Huang, Qi |
author_facet | Ni, Zhizhan Huang, Chenshen Zhao, Hongmei Zhou, Jinzhe Hu, Muren Chen, Qing Ge, Bujun Huang, Qi |
author_sort | Ni, Zhizhan |
collection | PubMed |
description | BACKGROUND: Gastric cancer is associated with tumor microenvironment and chronic inflammation, but the underlying tumor-promoting mechanisms still remain unknown. METHODS: The 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. RESULTS: In 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). CONCLUSION: PLXNC1, regulated by IRF5, is an immune-related gene that was significantly associated with M2 macrophages and poor outcome in stomach adenocarcinoma. |
format | Online Article Text |
id | pubmed-8283001 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82830012021-07-17 PLXNC1: A Novel Potential Immune-Related Target for Stomach Adenocarcinoma Ni, Zhizhan Huang, Chenshen Zhao, Hongmei Zhou, Jinzhe Hu, Muren Chen, Qing Ge, Bujun Huang, Qi Front Cell Dev Biol Cell and Developmental Biology BACKGROUND: Gastric cancer is associated with tumor microenvironment and chronic inflammation, but the underlying tumor-promoting mechanisms still remain unknown. METHODS: The 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. RESULTS: In 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). CONCLUSION: PLXNC1, regulated by IRF5, is an immune-related gene that was significantly associated with M2 macrophages and poor outcome in stomach adenocarcinoma. Frontiers Media S.A. 2021-07-02 /pmc/articles/PMC8283001/ /pubmed/34277610 http://dx.doi.org/10.3389/fcell.2021.662707 Text en Copyright © 2021 Ni, Huang, Zhao, Zhou, Hu, Chen, Ge and Huang. https://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 | Cell and Developmental Biology Ni, Zhizhan Huang, Chenshen Zhao, Hongmei Zhou, Jinzhe Hu, Muren Chen, Qing Ge, Bujun Huang, Qi PLXNC1: A Novel Potential Immune-Related Target for Stomach Adenocarcinoma |
title | 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_short | PLXNC1: A Novel Potential Immune-Related Target for Stomach Adenocarcinoma |
title_sort | plxnc1: a novel potential immune-related target for stomach adenocarcinoma |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8283001/ https://www.ncbi.nlm.nih.gov/pubmed/34277610 http://dx.doi.org/10.3389/fcell.2021.662707 |
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