Cargando…

Prognostic value and immune landscapes of immunogenic cell death-related lncRNAs in hepatocellular carcinoma

Background: Both immunogenic cell death (ICD) and long noncoding RNAs (lncRNAs) are strongly associated with tumor development, but the mechanism of action of ICD-associated lncRNAs in hepatocellular carcinoma (HCC) remains unclear. Methods: We collected data from 365 HCC patients from The Cancer Ge...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Wanying, Shu, Kexin, Cai, Chenxi, Ding, Jiatong, Zhang, Xin, Zhang, Wenxiong, Wang, Kang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Portland Press Ltd. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10500227/
https://www.ncbi.nlm.nih.gov/pubmed/37584192
http://dx.doi.org/10.1042/BSR20230634
_version_ 1785105878204022784
author Chen, Wanying
Shu, Kexin
Cai, Chenxi
Ding, Jiatong
Zhang, Xin
Zhang, Wenxiong
Wang, Kang
author_facet Chen, Wanying
Shu, Kexin
Cai, Chenxi
Ding, Jiatong
Zhang, Xin
Zhang, Wenxiong
Wang, Kang
author_sort Chen, Wanying
collection PubMed
description Background: Both immunogenic cell death (ICD) and long noncoding RNAs (lncRNAs) are strongly associated with tumor development, but the mechanism of action of ICD-associated lncRNAs in hepatocellular carcinoma (HCC) remains unclear. Methods: We collected data from 365 HCC patients from The Cancer Genome Atlas (TCGA) database. We formulated a prognostic signature of ICD-associated lncRNAs and a nomogram to predict prognosis. To explore the potential mechanisms and provide clinical guidance, survival analysis, enrichment analysis, tumor microenvironment analysis, tumor mutation burden (TMB), and drug sensitivity prediction were conducted based on the subgroups obtained from the risk score. Results: A prognostic signature of seven ICD-associated lncRNAs was constructed. Kaplan–Meier (K-M) survival curves showed a more unfavorable outcome in high-risk patients. The nomogram had a higher predictive value than the nomogram constructed without the risk model. Enrichment analysis confirmed that risk lncRNAs were closely associated with cell proliferation and mitosis. Most of the immune checkpoints currently used in therapy (e.g., PDCD1 and CTLA4) appeared to be elevated in high-risk patients. Tumor microenvironment analysis showed differential expression of lymphocytes (including natural killer cells, regulatory T cells, etc.) in the high-risk group. TMB had a higher incidence of mutations in the high-risk group (P=0.004). Chemotherapy drug sensitivity prediction provides effective guidelines for individual therapy. RT-qPCR of human HCC tissues verified the accuracy of the model. Conclusion: We constructed an effective prognostic signature for patients with HCC using seven ICD-lncRNAs, which provides guidance for the prognostic assessment and personalized treatment of patients.
format Online
Article
Text
id pubmed-10500227
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Portland Press Ltd.
record_format MEDLINE/PubMed
spelling pubmed-105002272023-09-15 Prognostic value and immune landscapes of immunogenic cell death-related lncRNAs in hepatocellular carcinoma Chen, Wanying Shu, Kexin Cai, Chenxi Ding, Jiatong Zhang, Xin Zhang, Wenxiong Wang, Kang Biosci Rep Bioinformatics Background: Both immunogenic cell death (ICD) and long noncoding RNAs (lncRNAs) are strongly associated with tumor development, but the mechanism of action of ICD-associated lncRNAs in hepatocellular carcinoma (HCC) remains unclear. Methods: We collected data from 365 HCC patients from The Cancer Genome Atlas (TCGA) database. We formulated a prognostic signature of ICD-associated lncRNAs and a nomogram to predict prognosis. To explore the potential mechanisms and provide clinical guidance, survival analysis, enrichment analysis, tumor microenvironment analysis, tumor mutation burden (TMB), and drug sensitivity prediction were conducted based on the subgroups obtained from the risk score. Results: A prognostic signature of seven ICD-associated lncRNAs was constructed. Kaplan–Meier (K-M) survival curves showed a more unfavorable outcome in high-risk patients. The nomogram had a higher predictive value than the nomogram constructed without the risk model. Enrichment analysis confirmed that risk lncRNAs were closely associated with cell proliferation and mitosis. Most of the immune checkpoints currently used in therapy (e.g., PDCD1 and CTLA4) appeared to be elevated in high-risk patients. Tumor microenvironment analysis showed differential expression of lymphocytes (including natural killer cells, regulatory T cells, etc.) in the high-risk group. TMB had a higher incidence of mutations in the high-risk group (P=0.004). Chemotherapy drug sensitivity prediction provides effective guidelines for individual therapy. RT-qPCR of human HCC tissues verified the accuracy of the model. Conclusion: We constructed an effective prognostic signature for patients with HCC using seven ICD-lncRNAs, which provides guidance for the prognostic assessment and personalized treatment of patients. Portland Press Ltd. 2023-09-05 /pmc/articles/PMC10500227/ /pubmed/37584192 http://dx.doi.org/10.1042/BSR20230634 Text en © 2023 The Author(s). https://creativecommons.org/licenses/by/4.0/This is an open access article published by Portland Press Limited on behalf of the Biochemical Society and distributed under the Creative Commons Attribution License 4.0 (CC BY) (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Bioinformatics
Chen, Wanying
Shu, Kexin
Cai, Chenxi
Ding, Jiatong
Zhang, Xin
Zhang, Wenxiong
Wang, Kang
Prognostic value and immune landscapes of immunogenic cell death-related lncRNAs in hepatocellular carcinoma
title Prognostic value and immune landscapes of immunogenic cell death-related lncRNAs in hepatocellular carcinoma
title_full Prognostic value and immune landscapes of immunogenic cell death-related lncRNAs in hepatocellular carcinoma
title_fullStr Prognostic value and immune landscapes of immunogenic cell death-related lncRNAs in hepatocellular carcinoma
title_full_unstemmed Prognostic value and immune landscapes of immunogenic cell death-related lncRNAs in hepatocellular carcinoma
title_short Prognostic value and immune landscapes of immunogenic cell death-related lncRNAs in hepatocellular carcinoma
title_sort prognostic value and immune landscapes of immunogenic cell death-related lncrnas in hepatocellular carcinoma
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10500227/
https://www.ncbi.nlm.nih.gov/pubmed/37584192
http://dx.doi.org/10.1042/BSR20230634
work_keys_str_mv AT chenwanying prognosticvalueandimmunelandscapesofimmunogeniccelldeathrelatedlncrnasinhepatocellularcarcinoma
AT shukexin prognosticvalueandimmunelandscapesofimmunogeniccelldeathrelatedlncrnasinhepatocellularcarcinoma
AT caichenxi prognosticvalueandimmunelandscapesofimmunogeniccelldeathrelatedlncrnasinhepatocellularcarcinoma
AT dingjiatong prognosticvalueandimmunelandscapesofimmunogeniccelldeathrelatedlncrnasinhepatocellularcarcinoma
AT zhangxin prognosticvalueandimmunelandscapesofimmunogeniccelldeathrelatedlncrnasinhepatocellularcarcinoma
AT zhangwenxiong prognosticvalueandimmunelandscapesofimmunogeniccelldeathrelatedlncrnasinhepatocellularcarcinoma
AT wangkang prognosticvalueandimmunelandscapesofimmunogeniccelldeathrelatedlncrnasinhepatocellularcarcinoma