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Identification of ferroptosis-related genes for overall survival prediction in hepatocellular carcinoma

Ferroptosis is a novel type of cell death depending on iron and is strongly related to the development of tumors. Hepatocellular carcinoma (HCC) is a malignancy with high incidence. Despite some reports demonstrating the relation between ferroptosis-related genes and HCC, more details have not been...

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Autores principales: Luo, Lianxiang, Yao, Xinyue, Xiang, Jing, Huang, Fangfang, Luo, Hui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9200861/
https://www.ncbi.nlm.nih.gov/pubmed/35705729
http://dx.doi.org/10.1038/s41598-022-14554-7
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author Luo, Lianxiang
Yao, Xinyue
Xiang, Jing
Huang, Fangfang
Luo, Hui
author_facet Luo, Lianxiang
Yao, Xinyue
Xiang, Jing
Huang, Fangfang
Luo, Hui
author_sort Luo, Lianxiang
collection PubMed
description Ferroptosis is a novel type of cell death depending on iron and is strongly related to the development of tumors. Hepatocellular carcinoma (HCC) is a malignancy with high incidence. Despite some reports demonstrating the relation between ferroptosis-related genes and HCC, more details have not been excavated. In the present study, we collected and analyzed HCC patients' datasets from the TCGA-LIHC project and ICGC portal, respectively. Through the bioinformatic methods, we screened 126 differentially expressed genes. Then a prognostic model was established with four genes (GPX2, MT3, PRDX1, and SRXN1). PRDX1 is the hub gene of the prognosis model and has a high expression in hepatocellular carcinoma tumor tissue and cell lines. We further found that silencing PRDX1 increased the accumulation of ferrous ions and lipid peroxidation accumulation in HEPG2 cells and promoted ferroptosis in hepatocellular carcinoma. In conclusion, the study demonstrated the four-gene signature can be used to predict HCC prognosis. It also revealed the potential function of the ferroptosis-related gene PRDX1 in HCC, which can be a biomarker of the prediction for HCC outcome.
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spelling pubmed-92008612022-06-17 Identification of ferroptosis-related genes for overall survival prediction in hepatocellular carcinoma Luo, Lianxiang Yao, Xinyue Xiang, Jing Huang, Fangfang Luo, Hui Sci Rep Article Ferroptosis is a novel type of cell death depending on iron and is strongly related to the development of tumors. Hepatocellular carcinoma (HCC) is a malignancy with high incidence. Despite some reports demonstrating the relation between ferroptosis-related genes and HCC, more details have not been excavated. In the present study, we collected and analyzed HCC patients' datasets from the TCGA-LIHC project and ICGC portal, respectively. Through the bioinformatic methods, we screened 126 differentially expressed genes. Then a prognostic model was established with four genes (GPX2, MT3, PRDX1, and SRXN1). PRDX1 is the hub gene of the prognosis model and has a high expression in hepatocellular carcinoma tumor tissue and cell lines. We further found that silencing PRDX1 increased the accumulation of ferrous ions and lipid peroxidation accumulation in HEPG2 cells and promoted ferroptosis in hepatocellular carcinoma. In conclusion, the study demonstrated the four-gene signature can be used to predict HCC prognosis. It also revealed the potential function of the ferroptosis-related gene PRDX1 in HCC, which can be a biomarker of the prediction for HCC outcome. Nature Publishing Group UK 2022-06-15 /pmc/articles/PMC9200861/ /pubmed/35705729 http://dx.doi.org/10.1038/s41598-022-14554-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Luo, Lianxiang
Yao, Xinyue
Xiang, Jing
Huang, Fangfang
Luo, Hui
Identification of ferroptosis-related genes for overall survival prediction in hepatocellular carcinoma
title Identification of ferroptosis-related genes for overall survival prediction in hepatocellular carcinoma
title_full Identification of ferroptosis-related genes for overall survival prediction in hepatocellular carcinoma
title_fullStr Identification of ferroptosis-related genes for overall survival prediction in hepatocellular carcinoma
title_full_unstemmed Identification of ferroptosis-related genes for overall survival prediction in hepatocellular carcinoma
title_short Identification of ferroptosis-related genes for overall survival prediction in hepatocellular carcinoma
title_sort identification of ferroptosis-related genes for overall survival prediction in hepatocellular carcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9200861/
https://www.ncbi.nlm.nih.gov/pubmed/35705729
http://dx.doi.org/10.1038/s41598-022-14554-7
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