System Analysis of ROS-Related Genes in the Prognosis, Immune Infiltration, and Drug Sensitivity in Hepatocellular Carcinoma

Hepatocellular carcinoma (HCC) is an aggressive malignant tumor with a poor prognosis. Reactive oxygen species (ROS) play an important role in tumors; however, the role of ROS-related genes is still unclear in HCC. Therefore, we analyzed the role of ROS-related genes in HCC via bioinformatics method...

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Autores principales: Jun Hui Xu, Yong Jun Guan, Zhen Dong Qiu, Xin Zhang, Liu Liu Zi, Yu Zhou, Chen Chen, Jia Yu, Yi Chao Zhang, Wei Xing Wang
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Publicado: Hindawi Limited 2021
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Acceso en línea:https://doaj.org/article/88624726297344eaaa9b57a9cdc72588
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spelling oai:doaj.org-article:88624726297344eaaa9b57a9cdc725882021-11-22T01:10:30ZSystem Analysis of ROS-Related Genes in the Prognosis, Immune Infiltration, and Drug Sensitivity in Hepatocellular Carcinoma1942-099410.1155/2021/6485871https://doaj.org/article/88624726297344eaaa9b57a9cdc725882021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/6485871https://doaj.org/toc/1942-0994Hepatocellular carcinoma (HCC) is an aggressive malignant tumor with a poor prognosis. Reactive oxygen species (ROS) play an important role in tumors; however, the role of ROS-related genes is still unclear in HCC. Therefore, we analyzed the role of ROS-related genes in HCC via bioinformatics methods. Firstly, a prognosis model was constructed using LASSO Cox regression and multivariate analyses. We also investigated the potential function of the ROS-related genes and the correlation with immune infiltration, tumor stemness, and drug sensitivity. ICGC database was used for validation. Secondly, we further analyzed the role of 11 ROS-related genes in HCC. As a member of ROS gene family, the role of STK25 has remained unclear in HCC. We explored the biological function of STK25 using in vitro experiments. The present study was the first to construct a ROS-related prognostic model in HCC. The correlation of ROS-related genes with immune infiltration, tumor stemness, and drug sensitivity was dissected. Furthermore, we demonstrated that STK25 knockdown could increase the proliferation, migration, and invasion capacity of HCC cells.Jun Hui XuYong Jun GuanZhen Dong QiuXin ZhangLiu Liu ZiYu ZhouChen ChenJia YuYi Chao ZhangWei Xing WangHindawi LimitedarticleCytologyQH573-671ENOxidative Medicine and Cellular Longevity, Vol 2021 (2021)
institution DOAJ
collection DOAJ
language EN
topic Cytology
QH573-671
spellingShingle Cytology
QH573-671
Jun Hui Xu
Yong Jun Guan
Zhen Dong Qiu
Xin Zhang
Liu Liu Zi
Yu Zhou
Chen Chen
Jia Yu
Yi Chao Zhang
Wei Xing Wang
System Analysis of ROS-Related Genes in the Prognosis, Immune Infiltration, and Drug Sensitivity in Hepatocellular Carcinoma
description Hepatocellular carcinoma (HCC) is an aggressive malignant tumor with a poor prognosis. Reactive oxygen species (ROS) play an important role in tumors; however, the role of ROS-related genes is still unclear in HCC. Therefore, we analyzed the role of ROS-related genes in HCC via bioinformatics methods. Firstly, a prognosis model was constructed using LASSO Cox regression and multivariate analyses. We also investigated the potential function of the ROS-related genes and the correlation with immune infiltration, tumor stemness, and drug sensitivity. ICGC database was used for validation. Secondly, we further analyzed the role of 11 ROS-related genes in HCC. As a member of ROS gene family, the role of STK25 has remained unclear in HCC. We explored the biological function of STK25 using in vitro experiments. The present study was the first to construct a ROS-related prognostic model in HCC. The correlation of ROS-related genes with immune infiltration, tumor stemness, and drug sensitivity was dissected. Furthermore, we demonstrated that STK25 knockdown could increase the proliferation, migration, and invasion capacity of HCC cells.
format article
author Jun Hui Xu
Yong Jun Guan
Zhen Dong Qiu
Xin Zhang
Liu Liu Zi
Yu Zhou
Chen Chen
Jia Yu
Yi Chao Zhang
Wei Xing Wang
author_facet Jun Hui Xu
Yong Jun Guan
Zhen Dong Qiu
Xin Zhang
Liu Liu Zi
Yu Zhou
Chen Chen
Jia Yu
Yi Chao Zhang
Wei Xing Wang
author_sort Jun Hui Xu
title System Analysis of ROS-Related Genes in the Prognosis, Immune Infiltration, and Drug Sensitivity in Hepatocellular Carcinoma
title_short System Analysis of ROS-Related Genes in the Prognosis, Immune Infiltration, and Drug Sensitivity in Hepatocellular Carcinoma
title_full System Analysis of ROS-Related Genes in the Prognosis, Immune Infiltration, and Drug Sensitivity in Hepatocellular Carcinoma
title_fullStr System Analysis of ROS-Related Genes in the Prognosis, Immune Infiltration, and Drug Sensitivity in Hepatocellular Carcinoma
title_full_unstemmed System Analysis of ROS-Related Genes in the Prognosis, Immune Infiltration, and Drug Sensitivity in Hepatocellular Carcinoma
title_sort system analysis of ros-related genes in the prognosis, immune infiltration, and drug sensitivity in hepatocellular carcinoma
publisher Hindawi Limited
publishDate 2021
url https://doaj.org/article/88624726297344eaaa9b57a9cdc72588
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