Comprehensive Analysis of the Expression and Prognosis for E2Fs in Human Clear Cell Renal Cell Carcinoma

Background. E2F transcription factors is a family of transcription factors, and lots of studies have shown that they play a key role in the occurrence and development of many tumors. However, the association between expression, prognostic value, and immune infiltration in the tumor microenvironment...

Full description

Bibliographic Details
Main Authors: Chongli Zhang, Yong Cui, Guannan Wang, Wugan Zhao, Haiyu Zhao, Xuejie Huang, Min Zhang, Wencai Li
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Journal of Healthcare Engineering
Online Access:http://dx.doi.org/10.1155/2021/5790416
id doaj-10d53b5a96854e7c8e1660c6a7b2d4f2
record_format Article
spelling doaj-10d53b5a96854e7c8e1660c6a7b2d4f22021-09-20T00:28:59ZengHindawi LimitedJournal of Healthcare Engineering2040-23092021-01-01202110.1155/2021/5790416Comprehensive Analysis of the Expression and Prognosis for E2Fs in Human Clear Cell Renal Cell CarcinomaChongli Zhang0Yong Cui1Guannan Wang2Wugan Zhao3Haiyu Zhao4Xuejie Huang5Min Zhang6Wencai Li7Department of PathologyDepartment of UrologyDepartment of PathologyDepartment of PathologyDepartment of PathologyDepartment of PathologyDepartment of PathologyDepartment of PathologyBackground. E2F transcription factors is a family of transcription factors, and lots of studies have shown that they play a key role in the occurrence and development of many tumors. However, the association between expression, prognostic value, and immune infiltration in the tumor microenvironment of the eight E2Fs members in ccRCC is still unclear. Methods. We used online databases, such as ONCOMINE, UALCAN, Kaplan–Meier plotter, GEPIA, Metascape, TIMER, and cBioPortal, to analyze the effect of mRNA expression of E2Fs family members in ccRCC on the prognosis of patients and the relationship with immune infiltration. Results. Except for E2F5, other seven members of the family of E2Fs mRNA expression levels in ccRCC tissues were significantly higher than control tissues. And the high expression of E2Fs mRNA in ccRCC patients was related to cancer stage and tumor grade. Survival analysis results suggested that elevated mRNA expression levels of E2F1/2/3/4/7/8 were significantly related to the shorter overall survival (OS) in ccRCC patients (P = 3.9E – 06), while high mRNA expression of E2F6 is not related to OS (P = 0.061). Mutations of E2Fs were correlated with shorter OS of ccRCC patients (P = 7.094E – 5). In addition, mRNA expression of E2F1/2/3/4/7/8 was positively correlated with infiltration of six types of immune cells, including B cells, CD8+ T cells, CD4+ T cells, macrophages, neutrophils, and dendritic cells. Conclusions. These results indicate that E2F1/2/3/4/7/8 may be used as a prognostic marker for the survival of ccRCC patients and laid the foundation for studying the immune infiltration role of E2Fs family members in tumors.http://dx.doi.org/10.1155/2021/5790416
collection DOAJ
language English
format Article
sources DOAJ
author Chongli Zhang
Yong Cui
Guannan Wang
Wugan Zhao
Haiyu Zhao
Xuejie Huang
Min Zhang
Wencai Li
spellingShingle Chongli Zhang
Yong Cui
Guannan Wang
Wugan Zhao
Haiyu Zhao
Xuejie Huang
Min Zhang
Wencai Li
Comprehensive Analysis of the Expression and Prognosis for E2Fs in Human Clear Cell Renal Cell Carcinoma
Journal of Healthcare Engineering
author_facet Chongli Zhang
Yong Cui
Guannan Wang
Wugan Zhao
Haiyu Zhao
Xuejie Huang
Min Zhang
Wencai Li
author_sort Chongli Zhang
title Comprehensive Analysis of the Expression and Prognosis for E2Fs in Human Clear Cell Renal Cell Carcinoma
title_short Comprehensive Analysis of the Expression and Prognosis for E2Fs in Human Clear Cell Renal Cell Carcinoma
title_full Comprehensive Analysis of the Expression and Prognosis for E2Fs in Human Clear Cell Renal Cell Carcinoma
title_fullStr Comprehensive Analysis of the Expression and Prognosis for E2Fs in Human Clear Cell Renal Cell Carcinoma
title_full_unstemmed Comprehensive Analysis of the Expression and Prognosis for E2Fs in Human Clear Cell Renal Cell Carcinoma
title_sort comprehensive analysis of the expression and prognosis for e2fs in human clear cell renal cell carcinoma
publisher Hindawi Limited
series Journal of Healthcare Engineering
issn 2040-2309
publishDate 2021-01-01
description Background. E2F transcription factors is a family of transcription factors, and lots of studies have shown that they play a key role in the occurrence and development of many tumors. However, the association between expression, prognostic value, and immune infiltration in the tumor microenvironment of the eight E2Fs members in ccRCC is still unclear. Methods. We used online databases, such as ONCOMINE, UALCAN, Kaplan–Meier plotter, GEPIA, Metascape, TIMER, and cBioPortal, to analyze the effect of mRNA expression of E2Fs family members in ccRCC on the prognosis of patients and the relationship with immune infiltration. Results. Except for E2F5, other seven members of the family of E2Fs mRNA expression levels in ccRCC tissues were significantly higher than control tissues. And the high expression of E2Fs mRNA in ccRCC patients was related to cancer stage and tumor grade. Survival analysis results suggested that elevated mRNA expression levels of E2F1/2/3/4/7/8 were significantly related to the shorter overall survival (OS) in ccRCC patients (P = 3.9E – 06), while high mRNA expression of E2F6 is not related to OS (P = 0.061). Mutations of E2Fs were correlated with shorter OS of ccRCC patients (P = 7.094E – 5). In addition, mRNA expression of E2F1/2/3/4/7/8 was positively correlated with infiltration of six types of immune cells, including B cells, CD8+ T cells, CD4+ T cells, macrophages, neutrophils, and dendritic cells. Conclusions. These results indicate that E2F1/2/3/4/7/8 may be used as a prognostic marker for the survival of ccRCC patients and laid the foundation for studying the immune infiltration role of E2Fs family members in tumors.
url http://dx.doi.org/10.1155/2021/5790416
work_keys_str_mv AT chonglizhang comprehensiveanalysisoftheexpressionandprognosisfore2fsinhumanclearcellrenalcellcarcinoma
AT yongcui comprehensiveanalysisoftheexpressionandprognosisfore2fsinhumanclearcellrenalcellcarcinoma
AT guannanwang comprehensiveanalysisoftheexpressionandprognosisfore2fsinhumanclearcellrenalcellcarcinoma
AT wuganzhao comprehensiveanalysisoftheexpressionandprognosisfore2fsinhumanclearcellrenalcellcarcinoma
AT haiyuzhao comprehensiveanalysisoftheexpressionandprognosisfore2fsinhumanclearcellrenalcellcarcinoma
AT xuejiehuang comprehensiveanalysisoftheexpressionandprognosisfore2fsinhumanclearcellrenalcellcarcinoma
AT minzhang comprehensiveanalysisoftheexpressionandprognosisfore2fsinhumanclearcellrenalcellcarcinoma
AT wencaili comprehensiveanalysisoftheexpressionandprognosisfore2fsinhumanclearcellrenalcellcarcinoma
_version_ 1717375203179233280