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Identification of Immune-Related Prognostic mRNA and lncRNA in Patients with Hepatocellular Carcinoma

BACKGROUND: As the most common hepatic malignancy, hepatocellular carcinoma (HCC) has a high incidence; therefore, in this paper, the immune-related genes were sought as biomarkers in liver cancer. METHODS: In this study, a differential expression analysis of lncRNA and mRNA in The Cancer Genome Atl...

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Autores principales: Chen, Dan, Li, Xiaoting, Li, Hui, Wang, Kai, Tian, Xianghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8752260/
https://www.ncbi.nlm.nih.gov/pubmed/35027925
http://dx.doi.org/10.1155/2022/5313149
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author Chen, Dan
Li, Xiaoting
Li, Hui
Wang, Kai
Tian, Xianghua
author_facet Chen, Dan
Li, Xiaoting
Li, Hui
Wang, Kai
Tian, Xianghua
author_sort Chen, Dan
collection PubMed
description BACKGROUND: As the most common hepatic malignancy, hepatocellular carcinoma (HCC) has a high incidence; therefore, in this paper, the immune-related genes were sought as biomarkers in liver cancer. METHODS: In this study, a differential expression analysis of lncRNA and mRNA in The Cancer Genome Atlas (TCGA) dataset between the HCC group and the normal control group was performed. Enrichment analysis was used to screen immune-related differentially expressed genes. Cox regression analysis and survival analysis were used to determine prognostic genes of HCC, whose expression was detected by molecular experiments. Finally, important immune cells were identified by immune cell infiltration and detected by flow cytometry. RESULTS: Compared with the normal group, 1613 differentially expressed mRNAs (DEmRs) and 1237 differentially expressed lncRNAs (DElncRs) were found in HCC. Among them, 143 immune-related DEmRs and 39 immune-related DElncRs were screened out. These genes were mainly related to MAPK cascade, PI3K-AKT signaling pathway, and TGF-beta. Through Cox regression analysis and survival analysis, MMP9, SPP1, HAGLR, LINC02202, and RP11-598F7.3 were finally determined as the potential diagnostic biomarkers for HCC. The gene expression was verified by RT-qPCR and western blot. In addition, CD4 + memory resting T cells and CD8 + T cells were identified as protective factors for overall survival of HCC, and they were found highly expressed in HCC through flow cytometry. CONCLUSION: The study explored the dysregulation mechanism and potential biomarkers of immune-related genes and further identified the influence of immune cells on the prognosis of HCC, providing a theoretical basis for the prognosis prediction and immunotherapy in HCC patients.
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spelling pubmed-87522602022-01-12 Identification of Immune-Related Prognostic mRNA and lncRNA in Patients with Hepatocellular Carcinoma Chen, Dan Li, Xiaoting Li, Hui Wang, Kai Tian, Xianghua J Oncol Research Article BACKGROUND: As the most common hepatic malignancy, hepatocellular carcinoma (HCC) has a high incidence; therefore, in this paper, the immune-related genes were sought as biomarkers in liver cancer. METHODS: In this study, a differential expression analysis of lncRNA and mRNA in The Cancer Genome Atlas (TCGA) dataset between the HCC group and the normal control group was performed. Enrichment analysis was used to screen immune-related differentially expressed genes. Cox regression analysis and survival analysis were used to determine prognostic genes of HCC, whose expression was detected by molecular experiments. Finally, important immune cells were identified by immune cell infiltration and detected by flow cytometry. RESULTS: Compared with the normal group, 1613 differentially expressed mRNAs (DEmRs) and 1237 differentially expressed lncRNAs (DElncRs) were found in HCC. Among them, 143 immune-related DEmRs and 39 immune-related DElncRs were screened out. These genes were mainly related to MAPK cascade, PI3K-AKT signaling pathway, and TGF-beta. Through Cox regression analysis and survival analysis, MMP9, SPP1, HAGLR, LINC02202, and RP11-598F7.3 were finally determined as the potential diagnostic biomarkers for HCC. The gene expression was verified by RT-qPCR and western blot. In addition, CD4 + memory resting T cells and CD8 + T cells were identified as protective factors for overall survival of HCC, and they were found highly expressed in HCC through flow cytometry. CONCLUSION: The study explored the dysregulation mechanism and potential biomarkers of immune-related genes and further identified the influence of immune cells on the prognosis of HCC, providing a theoretical basis for the prognosis prediction and immunotherapy in HCC patients. Hindawi 2022-01-04 /pmc/articles/PMC8752260/ /pubmed/35027925 http://dx.doi.org/10.1155/2022/5313149 Text en Copyright © 2022 Dan Chen et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Chen, Dan
Li, Xiaoting
Li, Hui
Wang, Kai
Tian, Xianghua
Identification of Immune-Related Prognostic mRNA and lncRNA in Patients with Hepatocellular Carcinoma
title Identification of Immune-Related Prognostic mRNA and lncRNA in Patients with Hepatocellular Carcinoma
title_full Identification of Immune-Related Prognostic mRNA and lncRNA in Patients with Hepatocellular Carcinoma
title_fullStr Identification of Immune-Related Prognostic mRNA and lncRNA in Patients with Hepatocellular Carcinoma
title_full_unstemmed Identification of Immune-Related Prognostic mRNA and lncRNA in Patients with Hepatocellular Carcinoma
title_short Identification of Immune-Related Prognostic mRNA and lncRNA in Patients with Hepatocellular Carcinoma
title_sort identification of immune-related prognostic mrna and lncrna in patients with hepatocellular carcinoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8752260/
https://www.ncbi.nlm.nih.gov/pubmed/35027925
http://dx.doi.org/10.1155/2022/5313149
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