Cargando…

Comprehensive Analysis of Prognostic and Immune Infiltrates for E2F Transcription Factors in Human Pancreatic Adenocarcinoma

BACKGROUND: E2F transcription factors (E2Fs) are a group of genes encoding a family of transcription factors in higher eukaryotes. They are involved in a variety of cellular functions and are up-regulated in many tissues and organs. However, the expression level, genetic variation, molecular mechani...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Xu-Sheng, Gao, Yan, Liu, Chao, Chen, Xue-Qin, Zhou, Lu-Meng, Yang, Jian-Wei, Kui, Xue-Yan, Pei, Zhi-Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7884810/
https://www.ncbi.nlm.nih.gov/pubmed/33604289
http://dx.doi.org/10.3389/fonc.2020.606735
_version_ 1783651489795801088
author Liu, Xu-Sheng
Gao, Yan
Liu, Chao
Chen, Xue-Qin
Zhou, Lu-Meng
Yang, Jian-Wei
Kui, Xue-Yan
Pei, Zhi-Jun
author_facet Liu, Xu-Sheng
Gao, Yan
Liu, Chao
Chen, Xue-Qin
Zhou, Lu-Meng
Yang, Jian-Wei
Kui, Xue-Yan
Pei, Zhi-Jun
author_sort Liu, Xu-Sheng
collection PubMed
description BACKGROUND: E2F transcription factors (E2Fs) are a group of genes encoding a family of transcription factors in higher eukaryotes. They are involved in a variety of cellular functions and are up-regulated in many tissues and organs. However, the expression level, genetic variation, molecular mechanism, and biological function of different E2Fs in PAAD and its relationship with the prognosis and immune infiltration in patients with PAAD have not been fully elucidated. METHODS: In this study, we investigated the mRNA expression level, genetic variation, prognostic value and gene–gene interaction network of E2Fs in PAAD using the Oncomine, GEPIA, Kaplan Meier plotter, cBioPortal, GeneMANIA, STRING and Metascape database. Then, the relationship between E2Fs expression and tumor immune invasion was studied by using the TIMER database. Finally, we confirmed the expression of E2Fs in PAAD by IHC. RESULTS: The transcription levels of E2F1/3/5/8 are obviously up-regulated in PAAD and the high expression of E2F2/3/6/8 was apparently associated with the tumor stage of patients with PAAD. The abnormal expression of E2F1/2/3/4/5/7/8 in PAAD patients is related to the clinical outcome of PAAD patients. We also found that PAAD tissues have higher expression levels of E2F1/3/5/8 compared with adjacent normal tissues. The function of E2Fs and its neighboring genes is mainly related to the transcription initiation of the RNA polymerase II promoter. The functions of E2Fs and its neighboring proteins are mainly related to cell cycle, virus carcinogenesis, FoxO signaling pathway, TGF-β signaling pathway, transcriptional disorders in cancer and Wnt signaling pathway. We also found that the expression of E2Fs was significantly correlated with immune infiltrates, including B cells, CD8+ T cells, CD4+T cells, neutrophils, macrophages, and dendritic cells. CONCLUSIONS: Our study may provide new insights into the choice of immunotherapy targets and prognostic biomarkers in PAAD patients.
format Online
Article
Text
id pubmed-7884810
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-78848102021-02-17 Comprehensive Analysis of Prognostic and Immune Infiltrates for E2F Transcription Factors in Human Pancreatic Adenocarcinoma Liu, Xu-Sheng Gao, Yan Liu, Chao Chen, Xue-Qin Zhou, Lu-Meng Yang, Jian-Wei Kui, Xue-Yan Pei, Zhi-Jun Front Oncol Oncology BACKGROUND: E2F transcription factors (E2Fs) are a group of genes encoding a family of transcription factors in higher eukaryotes. They are involved in a variety of cellular functions and are up-regulated in many tissues and organs. However, the expression level, genetic variation, molecular mechanism, and biological function of different E2Fs in PAAD and its relationship with the prognosis and immune infiltration in patients with PAAD have not been fully elucidated. METHODS: In this study, we investigated the mRNA expression level, genetic variation, prognostic value and gene–gene interaction network of E2Fs in PAAD using the Oncomine, GEPIA, Kaplan Meier plotter, cBioPortal, GeneMANIA, STRING and Metascape database. Then, the relationship between E2Fs expression and tumor immune invasion was studied by using the TIMER database. Finally, we confirmed the expression of E2Fs in PAAD by IHC. RESULTS: The transcription levels of E2F1/3/5/8 are obviously up-regulated in PAAD and the high expression of E2F2/3/6/8 was apparently associated with the tumor stage of patients with PAAD. The abnormal expression of E2F1/2/3/4/5/7/8 in PAAD patients is related to the clinical outcome of PAAD patients. We also found that PAAD tissues have higher expression levels of E2F1/3/5/8 compared with adjacent normal tissues. The function of E2Fs and its neighboring genes is mainly related to the transcription initiation of the RNA polymerase II promoter. The functions of E2Fs and its neighboring proteins are mainly related to cell cycle, virus carcinogenesis, FoxO signaling pathway, TGF-β signaling pathway, transcriptional disorders in cancer and Wnt signaling pathway. We also found that the expression of E2Fs was significantly correlated with immune infiltrates, including B cells, CD8+ T cells, CD4+T cells, neutrophils, macrophages, and dendritic cells. CONCLUSIONS: Our study may provide new insights into the choice of immunotherapy targets and prognostic biomarkers in PAAD patients. Frontiers Media S.A. 2021-02-02 /pmc/articles/PMC7884810/ /pubmed/33604289 http://dx.doi.org/10.3389/fonc.2020.606735 Text en Copyright © 2021 Liu, Gao, Liu, Chen, Zhou, Yang, Kui and Pei 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
Liu, Xu-Sheng
Gao, Yan
Liu, Chao
Chen, Xue-Qin
Zhou, Lu-Meng
Yang, Jian-Wei
Kui, Xue-Yan
Pei, Zhi-Jun
Comprehensive Analysis of Prognostic and Immune Infiltrates for E2F Transcription Factors in Human Pancreatic Adenocarcinoma
title Comprehensive Analysis of Prognostic and Immune Infiltrates for E2F Transcription Factors in Human Pancreatic Adenocarcinoma
title_full Comprehensive Analysis of Prognostic and Immune Infiltrates for E2F Transcription Factors in Human Pancreatic Adenocarcinoma
title_fullStr Comprehensive Analysis of Prognostic and Immune Infiltrates for E2F Transcription Factors in Human Pancreatic Adenocarcinoma
title_full_unstemmed Comprehensive Analysis of Prognostic and Immune Infiltrates for E2F Transcription Factors in Human Pancreatic Adenocarcinoma
title_short Comprehensive Analysis of Prognostic and Immune Infiltrates for E2F Transcription Factors in Human Pancreatic Adenocarcinoma
title_sort comprehensive analysis of prognostic and immune infiltrates for e2f transcription factors in human pancreatic adenocarcinoma
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7884810/
https://www.ncbi.nlm.nih.gov/pubmed/33604289
http://dx.doi.org/10.3389/fonc.2020.606735
work_keys_str_mv AT liuxusheng comprehensiveanalysisofprognosticandimmuneinfiltratesfore2ftranscriptionfactorsinhumanpancreaticadenocarcinoma
AT gaoyan comprehensiveanalysisofprognosticandimmuneinfiltratesfore2ftranscriptionfactorsinhumanpancreaticadenocarcinoma
AT liuchao comprehensiveanalysisofprognosticandimmuneinfiltratesfore2ftranscriptionfactorsinhumanpancreaticadenocarcinoma
AT chenxueqin comprehensiveanalysisofprognosticandimmuneinfiltratesfore2ftranscriptionfactorsinhumanpancreaticadenocarcinoma
AT zhoulumeng comprehensiveanalysisofprognosticandimmuneinfiltratesfore2ftranscriptionfactorsinhumanpancreaticadenocarcinoma
AT yangjianwei comprehensiveanalysisofprognosticandimmuneinfiltratesfore2ftranscriptionfactorsinhumanpancreaticadenocarcinoma
AT kuixueyan comprehensiveanalysisofprognosticandimmuneinfiltratesfore2ftranscriptionfactorsinhumanpancreaticadenocarcinoma
AT peizhijun comprehensiveanalysisofprognosticandimmuneinfiltratesfore2ftranscriptionfactorsinhumanpancreaticadenocarcinoma