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Ferroptosis-related lncRNA signature predicts the prognosis and immune microenvironment of hepatocellular carcinoma
This study aimed to construct a ferroptosis-related lncRNA signature to probe the prognosis and immune infiltration of HCC patients. The Cancer Genome Atlas (TCGA) database was randomly divided into two parts, with two-thirds training and one-third testing sets. Univariate, multivariate, and least a...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9033801/ https://www.ncbi.nlm.nih.gov/pubmed/35459272 http://dx.doi.org/10.1038/s41598-022-10508-1 |
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author | Fang, Chongkai Liu, Silin Feng, Kunliang Huang, Chaoyuan Zhang, Ying Wang, Jinan Lin, Hongtong Wang, Junyan Zhong, Chong |
author_facet | Fang, Chongkai Liu, Silin Feng, Kunliang Huang, Chaoyuan Zhang, Ying Wang, Jinan Lin, Hongtong Wang, Junyan Zhong, Chong |
author_sort | Fang, Chongkai |
collection | PubMed |
description | This study aimed to construct a ferroptosis-related lncRNA signature to probe the prognosis and immune infiltration of HCC patients. The Cancer Genome Atlas (TCGA) database was randomly divided into two parts, with two-thirds training and one-third testing sets. Univariate, multivariate, and least absolute selection operator (LASSO) Cox regression analyses were performed to establish a ferroptosis-related lncRNA signature. The prognostic signature was constructed by 6 ferroptosis-related lncRNAs (PCAT6, MKLN1-AS, POLH-AS1, LINC00942, AL031985.3, LINC00942) shows a promising clinical prediction value in patients with HCC. Patients with high-risk score indicated a poorer prognosis than patients with low-risk score were shown in the training set (p < 0.001) and testing set (p = 0.024). Principal component analysis (PCA) and nomogram were performed to verify the value of the prognostic signature. The area under curves (AUCs) for 1-, 3-, and 5-year survival rates were 0.784, 0.726, 0.699, respectively. Moreover, TCGA revealed that immune cell subpopulations and related functions, including cytolytic activity, MHC class I, type I and type II IFN response, were significantly different between the two risk groups. Immune checkpoints such as PDCD1, CTLA4, CD44, VTCN1 were also abnormally expressed between the two risk groups. This prognostic signature based on the ferroptosis-related lncRNAs may be promising for the clinical prediction of prognosis and immunotherapeutic responses in patients with HCC. |
format | Online Article Text |
id | pubmed-9033801 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-90338012022-04-25 Ferroptosis-related lncRNA signature predicts the prognosis and immune microenvironment of hepatocellular carcinoma Fang, Chongkai Liu, Silin Feng, Kunliang Huang, Chaoyuan Zhang, Ying Wang, Jinan Lin, Hongtong Wang, Junyan Zhong, Chong Sci Rep Article This study aimed to construct a ferroptosis-related lncRNA signature to probe the prognosis and immune infiltration of HCC patients. The Cancer Genome Atlas (TCGA) database was randomly divided into two parts, with two-thirds training and one-third testing sets. Univariate, multivariate, and least absolute selection operator (LASSO) Cox regression analyses were performed to establish a ferroptosis-related lncRNA signature. The prognostic signature was constructed by 6 ferroptosis-related lncRNAs (PCAT6, MKLN1-AS, POLH-AS1, LINC00942, AL031985.3, LINC00942) shows a promising clinical prediction value in patients with HCC. Patients with high-risk score indicated a poorer prognosis than patients with low-risk score were shown in the training set (p < 0.001) and testing set (p = 0.024). Principal component analysis (PCA) and nomogram were performed to verify the value of the prognostic signature. The area under curves (AUCs) for 1-, 3-, and 5-year survival rates were 0.784, 0.726, 0.699, respectively. Moreover, TCGA revealed that immune cell subpopulations and related functions, including cytolytic activity, MHC class I, type I and type II IFN response, were significantly different between the two risk groups. Immune checkpoints such as PDCD1, CTLA4, CD44, VTCN1 were also abnormally expressed between the two risk groups. This prognostic signature based on the ferroptosis-related lncRNAs may be promising for the clinical prediction of prognosis and immunotherapeutic responses in patients with HCC. Nature Publishing Group UK 2022-04-22 /pmc/articles/PMC9033801/ /pubmed/35459272 http://dx.doi.org/10.1038/s41598-022-10508-1 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 Fang, Chongkai Liu, Silin Feng, Kunliang Huang, Chaoyuan Zhang, Ying Wang, Jinan Lin, Hongtong Wang, Junyan Zhong, Chong Ferroptosis-related lncRNA signature predicts the prognosis and immune microenvironment of hepatocellular carcinoma |
title | Ferroptosis-related lncRNA signature predicts the prognosis and immune microenvironment of hepatocellular carcinoma |
title_full | Ferroptosis-related lncRNA signature predicts the prognosis and immune microenvironment of hepatocellular carcinoma |
title_fullStr | Ferroptosis-related lncRNA signature predicts the prognosis and immune microenvironment of hepatocellular carcinoma |
title_full_unstemmed | Ferroptosis-related lncRNA signature predicts the prognosis and immune microenvironment of hepatocellular carcinoma |
title_short | Ferroptosis-related lncRNA signature predicts the prognosis and immune microenvironment of hepatocellular carcinoma |
title_sort | ferroptosis-related lncrna signature predicts the prognosis and immune microenvironment of hepatocellular carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9033801/ https://www.ncbi.nlm.nih.gov/pubmed/35459272 http://dx.doi.org/10.1038/s41598-022-10508-1 |
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