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Establishment of a lncRNA-Based Prognostic Gene Signature Associated With Altered Immune Responses in HCC
Hepatocellular carcinoma (HCC) is a common malignancy with higher mortality, and means are urgently needed to improve the prognosis. T cell exclusion (TCE) plays a pivotal role in immune evasion, and lncRNAs represent a large group of tumor development and progression modulators. Using the TCGA HCC...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9097819/ https://www.ncbi.nlm.nih.gov/pubmed/35572559 http://dx.doi.org/10.3389/fimmu.2022.880288 |
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author | Li, Xiawei Zhang, Zhiqian Liu, Mingcheng Fu, Xing A, Jun Chen, Guoan Wu, Shian Dong, Jin-Tang |
author_facet | Li, Xiawei Zhang, Zhiqian Liu, Mingcheng Fu, Xing A, Jun Chen, Guoan Wu, Shian Dong, Jin-Tang |
author_sort | Li, Xiawei |
collection | PubMed |
description | Hepatocellular carcinoma (HCC) is a common malignancy with higher mortality, and means are urgently needed to improve the prognosis. T cell exclusion (TCE) plays a pivotal role in immune evasion, and lncRNAs represent a large group of tumor development and progression modulators. Using the TCGA HCC dataset (n=374), we identified 2752 differentially expressed and 702 TCE-associated lncRNAs, of which 336 were in both groups. As identified using the univariate Cox regression analysis, those associated with overall survival (OS) were subjected to the LASSO-COX regression analysis to develop a prognosis signature. The model, which consisted of 11 lncRNAs and was named 11LNCPS for 11-lncRNA prognosis signature, was validated and performed better than two previous models. In addition to OS and TCE, higher 11LNCPS scores had a significant correlation with reduced infiltrations of CD8+ T cells and dendritic cells (DCs) and decreased infiltrations of Th1, Th2, and pro B cells. As expected, these infiltration alterations were significantly associated with worse OS in HCC. Analysis of published data indicates that HCCs with higher 11LNCPS scores were transcriptomically similar to those that responded better to PDL1 inhibitor. Of the 11LNCPS lncRNAs, LINC01134 and AC116025.2 seem more crucial, as their upregulations affected more immune cell types’ infiltrations and were significantly associated with TCE, worse OS, and compromised immune responses in HCC. LncRNAs in the 11LNCPS impacted many cancer-associated biological processes and signaling pathways, particularly those involved in immune function and metabolism. The 11LNCPS should be useful for predicting prognosis and immune responses in HCC. |
format | Online Article Text |
id | pubmed-9097819 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90978192022-05-13 Establishment of a lncRNA-Based Prognostic Gene Signature Associated With Altered Immune Responses in HCC Li, Xiawei Zhang, Zhiqian Liu, Mingcheng Fu, Xing A, Jun Chen, Guoan Wu, Shian Dong, Jin-Tang Front Immunol Immunology Hepatocellular carcinoma (HCC) is a common malignancy with higher mortality, and means are urgently needed to improve the prognosis. T cell exclusion (TCE) plays a pivotal role in immune evasion, and lncRNAs represent a large group of tumor development and progression modulators. Using the TCGA HCC dataset (n=374), we identified 2752 differentially expressed and 702 TCE-associated lncRNAs, of which 336 were in both groups. As identified using the univariate Cox regression analysis, those associated with overall survival (OS) were subjected to the LASSO-COX regression analysis to develop a prognosis signature. The model, which consisted of 11 lncRNAs and was named 11LNCPS for 11-lncRNA prognosis signature, was validated and performed better than two previous models. In addition to OS and TCE, higher 11LNCPS scores had a significant correlation with reduced infiltrations of CD8+ T cells and dendritic cells (DCs) and decreased infiltrations of Th1, Th2, and pro B cells. As expected, these infiltration alterations were significantly associated with worse OS in HCC. Analysis of published data indicates that HCCs with higher 11LNCPS scores were transcriptomically similar to those that responded better to PDL1 inhibitor. Of the 11LNCPS lncRNAs, LINC01134 and AC116025.2 seem more crucial, as their upregulations affected more immune cell types’ infiltrations and were significantly associated with TCE, worse OS, and compromised immune responses in HCC. LncRNAs in the 11LNCPS impacted many cancer-associated biological processes and signaling pathways, particularly those involved in immune function and metabolism. The 11LNCPS should be useful for predicting prognosis and immune responses in HCC. Frontiers Media S.A. 2022-04-28 /pmc/articles/PMC9097819/ /pubmed/35572559 http://dx.doi.org/10.3389/fimmu.2022.880288 Text en Copyright © 2022 Li, Zhang, Liu, Fu, A, Chen, Wu and Dong https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Li, Xiawei Zhang, Zhiqian Liu, Mingcheng Fu, Xing A, Jun Chen, Guoan Wu, Shian Dong, Jin-Tang Establishment of a lncRNA-Based Prognostic Gene Signature Associated With Altered Immune Responses in HCC |
title | Establishment of a lncRNA-Based Prognostic Gene Signature Associated With Altered Immune Responses in HCC |
title_full | Establishment of a lncRNA-Based Prognostic Gene Signature Associated With Altered Immune Responses in HCC |
title_fullStr | Establishment of a lncRNA-Based Prognostic Gene Signature Associated With Altered Immune Responses in HCC |
title_full_unstemmed | Establishment of a lncRNA-Based Prognostic Gene Signature Associated With Altered Immune Responses in HCC |
title_short | Establishment of a lncRNA-Based Prognostic Gene Signature Associated With Altered Immune Responses in HCC |
title_sort | establishment of a lncrna-based prognostic gene signature associated with altered immune responses in hcc |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9097819/ https://www.ncbi.nlm.nih.gov/pubmed/35572559 http://dx.doi.org/10.3389/fimmu.2022.880288 |
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