Comprehensive Analysis of the Prognosis and Correlations With Immune Infiltration of S100 Protein Family Members in Hepatocellular Carcinoma

S100 protein family members (S100s) are commonly dysregulated in various tumors including hepatocellular carcinoma (HCC). However, the diverse expression, mutation, prognosis and associations with immune infiltration of S100s in HCC have yet to be analyzed. Herein we investigated the roles of S100s...

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Main Authors: Susu Zheng, Linxia Liu, Tongchun Xue, Chuyu Jing, Xin Xu, Yanfang Wu, Meixia Wang, Xiaoying Xie, Boheng Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.648156/full
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spelling doaj-fc77c64c58ce476395a810cc8afee01a2021-03-18T08:36:29ZengFrontiers Media S.A.Frontiers in Genetics1664-80212021-03-011210.3389/fgene.2021.648156648156Comprehensive Analysis of the Prognosis and Correlations With Immune Infiltration of S100 Protein Family Members in Hepatocellular CarcinomaSusu Zheng0Susu Zheng1Linxia Liu2Tongchun Xue3Chuyu Jing4Xin Xu5Yanfang Wu6Meixia Wang7Xiaoying Xie8Xiaoying Xie9Boheng Zhang10Boheng Zhang11Boheng Zhang12Xiamen Branch, Department of Hepatic Oncology, Zhongshan Hospital, Fudan University, Xiamen, ChinaKey Laboratory for Carcinogenesis and Cancer Invasion, Zhongshan Hospital, Shanghai Medical School, The Liver Cancer Institute, The Chinese Ministry of Education, Fudan University, Shanghai, ChinaSchool of Nursing and Health Management, Shanghai University of Medicine and Health Sciences, Shanghai, ChinaKey Laboratory for Carcinogenesis and Cancer Invasion, Zhongshan Hospital, Shanghai Medical School, The Liver Cancer Institute, The Chinese Ministry of Education, Fudan University, Shanghai, ChinaKey Laboratory for Carcinogenesis and Cancer Invasion, Zhongshan Hospital, Shanghai Medical School, The Liver Cancer Institute, The Chinese Ministry of Education, Fudan University, Shanghai, ChinaKey Laboratory for Carcinogenesis and Cancer Invasion, Zhongshan Hospital, Shanghai Medical School, The Liver Cancer Institute, The Chinese Ministry of Education, Fudan University, Shanghai, ChinaXiamen Branch, Department of Hepatic Oncology, Zhongshan Hospital, Fudan University, Xiamen, ChinaXiamen Branch, Department of Hepatic Oncology, Zhongshan Hospital, Fudan University, Xiamen, ChinaXiamen Branch, Department of Hepatic Oncology, Zhongshan Hospital, Fudan University, Xiamen, ChinaKey Laboratory for Carcinogenesis and Cancer Invasion, Zhongshan Hospital, Shanghai Medical School, The Liver Cancer Institute, The Chinese Ministry of Education, Fudan University, Shanghai, ChinaXiamen Branch, Department of Hepatic Oncology, Zhongshan Hospital, Fudan University, Xiamen, ChinaKey Laboratory for Carcinogenesis and Cancer Invasion, Zhongshan Hospital, Shanghai Medical School, The Liver Cancer Institute, The Chinese Ministry of Education, Fudan University, Shanghai, ChinaCenter for Evidence-Based Medicine, Shanghai Medical School, Fudan University, Shanghai, ChinaS100 protein family members (S100s) are commonly dysregulated in various tumors including hepatocellular carcinoma (HCC). However, the diverse expression, mutation, prognosis and associations with immune infiltration of S100s in HCC have yet to be analyzed. Herein we investigated the roles of S100s in HCC from the Oncomine, Gene Expression Profiling Interactive Analysis (GEPIA), Human Protein Atlas, Kaplan-Meier Plotter, cBioPortal and TIMER databases. Compared with para-cancer tissues, the expression levels of S100A4/S100A6/S100A10/S100A11/S100A13/S100A14/S100P were higher in HCC tissues, while the expression levels of S100A8/S100A9/S100A12 were decreased in tumor tissues. The mRNA levels of S100A2/S100A7/S100A7A/S100A8/S100A9/S100A11 were correlated with advanced tumor stage. Besides, higher mRNA expressions of S100A6/S100A10/S100A11/S100A13/S100A14/S100P were shown to have shorter overall survival (OS), while higher expression of S100A12 was associated with favorable OS. Further, the mutation rate of S100s was investigated, and the high mutation rate (53%) was associated with shorter OS. Additionally, the expressions of S100s were found to be significantly associated with various immune infiltrating cells. Hence, our results showed that S100A6/S100A10/S100A11/S10012/S100A13/S100A14/S100P may be regarded as new prognostic or therapeutic markers and S100s inhibitors may be helpful in the combination of immunotherapies.https://www.frontiersin.org/articles/10.3389/fgene.2021.648156/fullS100 protein familyhepatocellular carcinomaprognosisimmune infiltratesmutations
collection DOAJ
language English
format Article
sources DOAJ
author Susu Zheng
Susu Zheng
Linxia Liu
Tongchun Xue
Chuyu Jing
Xin Xu
Yanfang Wu
Meixia Wang
Xiaoying Xie
Xiaoying Xie
Boheng Zhang
Boheng Zhang
Boheng Zhang
spellingShingle Susu Zheng
Susu Zheng
Linxia Liu
Tongchun Xue
Chuyu Jing
Xin Xu
Yanfang Wu
Meixia Wang
Xiaoying Xie
Xiaoying Xie
Boheng Zhang
Boheng Zhang
Boheng Zhang
Comprehensive Analysis of the Prognosis and Correlations With Immune Infiltration of S100 Protein Family Members in Hepatocellular Carcinoma
Frontiers in Genetics
S100 protein family
hepatocellular carcinoma
prognosis
immune infiltrates
mutations
author_facet Susu Zheng
Susu Zheng
Linxia Liu
Tongchun Xue
Chuyu Jing
Xin Xu
Yanfang Wu
Meixia Wang
Xiaoying Xie
Xiaoying Xie
Boheng Zhang
Boheng Zhang
Boheng Zhang
author_sort Susu Zheng
title Comprehensive Analysis of the Prognosis and Correlations With Immune Infiltration of S100 Protein Family Members in Hepatocellular Carcinoma
title_short Comprehensive Analysis of the Prognosis and Correlations With Immune Infiltration of S100 Protein Family Members in Hepatocellular Carcinoma
title_full Comprehensive Analysis of the Prognosis and Correlations With Immune Infiltration of S100 Protein Family Members in Hepatocellular Carcinoma
title_fullStr Comprehensive Analysis of the Prognosis and Correlations With Immune Infiltration of S100 Protein Family Members in Hepatocellular Carcinoma
title_full_unstemmed Comprehensive Analysis of the Prognosis and Correlations With Immune Infiltration of S100 Protein Family Members in Hepatocellular Carcinoma
title_sort comprehensive analysis of the prognosis and correlations with immune infiltration of s100 protein family members in hepatocellular carcinoma
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2021-03-01
description S100 protein family members (S100s) are commonly dysregulated in various tumors including hepatocellular carcinoma (HCC). However, the diverse expression, mutation, prognosis and associations with immune infiltration of S100s in HCC have yet to be analyzed. Herein we investigated the roles of S100s in HCC from the Oncomine, Gene Expression Profiling Interactive Analysis (GEPIA), Human Protein Atlas, Kaplan-Meier Plotter, cBioPortal and TIMER databases. Compared with para-cancer tissues, the expression levels of S100A4/S100A6/S100A10/S100A11/S100A13/S100A14/S100P were higher in HCC tissues, while the expression levels of S100A8/S100A9/S100A12 were decreased in tumor tissues. The mRNA levels of S100A2/S100A7/S100A7A/S100A8/S100A9/S100A11 were correlated with advanced tumor stage. Besides, higher mRNA expressions of S100A6/S100A10/S100A11/S100A13/S100A14/S100P were shown to have shorter overall survival (OS), while higher expression of S100A12 was associated with favorable OS. Further, the mutation rate of S100s was investigated, and the high mutation rate (53%) was associated with shorter OS. Additionally, the expressions of S100s were found to be significantly associated with various immune infiltrating cells. Hence, our results showed that S100A6/S100A10/S100A11/S10012/S100A13/S100A14/S100P may be regarded as new prognostic or therapeutic markers and S100s inhibitors may be helpful in the combination of immunotherapies.
topic S100 protein family
hepatocellular carcinoma
prognosis
immune infiltrates
mutations
url https://www.frontiersin.org/articles/10.3389/fgene.2021.648156/full
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