Cargando…

Chromatin Accessibility Regulates Gene Expression and Correlates With Tumor-Infiltrating Immune Cells in Gastric Adenocarcinoma

BACKGROUND: We explored key molecules affecting the prognosis of gastric adenocarcinoma (STAD) using co-analysis of chromatin accessibility (ATAC-seq), mRNA expression (RNA-seq), and overall survival. METHODS: We used the assay for transposase-accessible chromatin using sequencing (ATAC-seq) profile...

Descripción completa

Detalles Bibliográficos
Autores principales: Huang, Chenshen, Huang, Runzhi, Chen, Hong, Ni, Zhizhan, Huang, Qi, Huang, Zongqiang, Ge, Bujun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7813815/
https://www.ncbi.nlm.nih.gov/pubmed/33469515
http://dx.doi.org/10.3389/fonc.2020.609940
_version_ 1783637934038056960
author Huang, Chenshen
Huang, Runzhi
Chen, Hong
Ni, Zhizhan
Huang, Qi
Huang, Zongqiang
Ge, Bujun
author_facet Huang, Chenshen
Huang, Runzhi
Chen, Hong
Ni, Zhizhan
Huang, Qi
Huang, Zongqiang
Ge, Bujun
author_sort Huang, Chenshen
collection PubMed
description BACKGROUND: We explored key molecules affecting the prognosis of gastric adenocarcinoma (STAD) using co-analysis of chromatin accessibility (ATAC-seq), mRNA expression (RNA-seq), and overall survival. METHODS: We used the assay for transposase-accessible chromatin using sequencing (ATAC-seq) profiles to identify genes with chromatin accessibilities in their promoter regions. The RNA-seq profiles were processed for differentially expressed genes (DEGs) at mRNA level. The DEGs with chromatin accessibilities in promoter regions were further filtered using the Pearson correlation with TP53 expression. After co-analysis, genes were identified for the prognostic value using Kaplan–Meier method, followed by Pearson correlation analysis with significant pathways. For verification, we acquired clinical samples for qPCR and immunohistochemistry (IHC). Multidimensional database validations were performed to prevent the bias introduced by the use of a single database. RESULTS: We identified 11,557 DEGs and 57 genes with chromatin accessibilities. The co-analysis of ATAC-seq, RNA-seq, and clinical survival data revealed that interleukin-18 binding protein (IL18BP), with significant chromatin accessibility in its promoter region and differential mRNA expression, might be directly regulated by TP53 and influence STAD prognosis. Further, gene set variation analysis indicated that IL18BP may impact the survival of STAD patients in an immune-related manner. According to the CIBERSORT algorithm and Pearson correlation, the integration of IL18BP and CD4+ T memory cells may play an important role in the prognosis of STAD patients. CONCLUSION: IL18BP, regulated by TP53, may serve as a key molecule affecting STAD prognosis. And the mechanism is proposed to be the interaction between IL18BP and CD4+ T cells.
format Online
Article
Text
id pubmed-7813815
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-78138152021-01-18 Chromatin Accessibility Regulates Gene Expression and Correlates With Tumor-Infiltrating Immune Cells in Gastric Adenocarcinoma Huang, Chenshen Huang, Runzhi Chen, Hong Ni, Zhizhan Huang, Qi Huang, Zongqiang Ge, Bujun Front Oncol Oncology BACKGROUND: We explored key molecules affecting the prognosis of gastric adenocarcinoma (STAD) using co-analysis of chromatin accessibility (ATAC-seq), mRNA expression (RNA-seq), and overall survival. METHODS: We used the assay for transposase-accessible chromatin using sequencing (ATAC-seq) profiles to identify genes with chromatin accessibilities in their promoter regions. The RNA-seq profiles were processed for differentially expressed genes (DEGs) at mRNA level. The DEGs with chromatin accessibilities in promoter regions were further filtered using the Pearson correlation with TP53 expression. After co-analysis, genes were identified for the prognostic value using Kaplan–Meier method, followed by Pearson correlation analysis with significant pathways. For verification, we acquired clinical samples for qPCR and immunohistochemistry (IHC). Multidimensional database validations were performed to prevent the bias introduced by the use of a single database. RESULTS: We identified 11,557 DEGs and 57 genes with chromatin accessibilities. The co-analysis of ATAC-seq, RNA-seq, and clinical survival data revealed that interleukin-18 binding protein (IL18BP), with significant chromatin accessibility in its promoter region and differential mRNA expression, might be directly regulated by TP53 and influence STAD prognosis. Further, gene set variation analysis indicated that IL18BP may impact the survival of STAD patients in an immune-related manner. According to the CIBERSORT algorithm and Pearson correlation, the integration of IL18BP and CD4+ T memory cells may play an important role in the prognosis of STAD patients. CONCLUSION: IL18BP, regulated by TP53, may serve as a key molecule affecting STAD prognosis. And the mechanism is proposed to be the interaction between IL18BP and CD4+ T cells. Frontiers Media S.A. 2021-01-05 /pmc/articles/PMC7813815/ /pubmed/33469515 http://dx.doi.org/10.3389/fonc.2020.609940 Text en Copyright © 2021 Huang, Huang, Chen, Ni, Huang, Huang and Ge 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 Oncology
Huang, Chenshen
Huang, Runzhi
Chen, Hong
Ni, Zhizhan
Huang, Qi
Huang, Zongqiang
Ge, Bujun
Chromatin Accessibility Regulates Gene Expression and Correlates With Tumor-Infiltrating Immune Cells in Gastric Adenocarcinoma
title Chromatin Accessibility Regulates Gene Expression and Correlates With Tumor-Infiltrating Immune Cells in Gastric Adenocarcinoma
title_full Chromatin Accessibility Regulates Gene Expression and Correlates With Tumor-Infiltrating Immune Cells in Gastric Adenocarcinoma
title_fullStr Chromatin Accessibility Regulates Gene Expression and Correlates With Tumor-Infiltrating Immune Cells in Gastric Adenocarcinoma
title_full_unstemmed Chromatin Accessibility Regulates Gene Expression and Correlates With Tumor-Infiltrating Immune Cells in Gastric Adenocarcinoma
title_short Chromatin Accessibility Regulates Gene Expression and Correlates With Tumor-Infiltrating Immune Cells in Gastric Adenocarcinoma
title_sort chromatin accessibility regulates gene expression and correlates with tumor-infiltrating immune cells in gastric adenocarcinoma
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7813815/
https://www.ncbi.nlm.nih.gov/pubmed/33469515
http://dx.doi.org/10.3389/fonc.2020.609940
work_keys_str_mv AT huangchenshen chromatinaccessibilityregulatesgeneexpressionandcorrelateswithtumorinfiltratingimmunecellsingastricadenocarcinoma
AT huangrunzhi chromatinaccessibilityregulatesgeneexpressionandcorrelateswithtumorinfiltratingimmunecellsingastricadenocarcinoma
AT chenhong chromatinaccessibilityregulatesgeneexpressionandcorrelateswithtumorinfiltratingimmunecellsingastricadenocarcinoma
AT nizhizhan chromatinaccessibilityregulatesgeneexpressionandcorrelateswithtumorinfiltratingimmunecellsingastricadenocarcinoma
AT huangqi chromatinaccessibilityregulatesgeneexpressionandcorrelateswithtumorinfiltratingimmunecellsingastricadenocarcinoma
AT huangzongqiang chromatinaccessibilityregulatesgeneexpressionandcorrelateswithtumorinfiltratingimmunecellsingastricadenocarcinoma
AT gebujun chromatinaccessibilityregulatesgeneexpressionandcorrelateswithtumorinfiltratingimmunecellsingastricadenocarcinoma