Cargando…
Identification and Validation of Genomic Subtypes and a Prognostic Model Based on Antigen-Presenting Cells and Tumor Microenvironment Infiltration Characteristics in Hepatocellular Carcinoma
Currently, the prognosis of hepatocellular carcinoma (HCC) is poor, and there is a lack of effective targeted therapy. As key mediators of the immune response, the prognostic value of antigen-presenting cells (APCs) in HCC still remains unclear. In this study, we aimed to identify APC-related genomi...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9205444/ https://www.ncbi.nlm.nih.gov/pubmed/35720008 http://dx.doi.org/10.3389/fonc.2022.887008 |
_version_ | 1784729132905529344 |
---|---|
author | Chen, Ji Li, Chunxue Lang, Zhichao Zheng, Jianjian Yu, Suhui Zhou, Zhenxu |
author_facet | Chen, Ji Li, Chunxue Lang, Zhichao Zheng, Jianjian Yu, Suhui Zhou, Zhenxu |
author_sort | Chen, Ji |
collection | PubMed |
description | Currently, the prognosis of hepatocellular carcinoma (HCC) is poor, and there is a lack of effective targeted therapy. As key mediators of the immune response, the prognostic value of antigen-presenting cells (APCs) in HCC still remains unclear. In this study, we aimed to identify APC-related genomic subtypes and develop a novel prognostic model in HCC. Our results indicated that overall survival (OS) and the level of immune infiltration significantly differed between different APC clusters. By analyzing the gene expression profile between APC clusters, APC-related genomic subtypes were identified. There was a significant difference in OS and tumor microenvironment infiltration in HCC patients with different genomic subtypes. With the aid of genomic subtypes, significantly differentially expressed genes were screened to generate a novel prognostic model. The risk score of the model had a significant positive correlation with APCs and was associated with immune checkpoint expressions. Through the clinical cohort collected from the First Affiliated Hospital of Wenzhou Medical University, the prognostic value of the risk score was further validated. Moreover, after the risk score and clinical characteristics were combined, a nomogram was constructed to evaluate the prognosis for HCC patients. In conclusion, we mainly identified the APC-related genomic subtypes and generated a novel prognostic model to improve the prognostic prediction and targeted therapy for HCC patients. |
format | Online Article Text |
id | pubmed-9205444 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92054442022-06-18 Identification and Validation of Genomic Subtypes and a Prognostic Model Based on Antigen-Presenting Cells and Tumor Microenvironment Infiltration Characteristics in Hepatocellular Carcinoma Chen, Ji Li, Chunxue Lang, Zhichao Zheng, Jianjian Yu, Suhui Zhou, Zhenxu Front Oncol Oncology Currently, the prognosis of hepatocellular carcinoma (HCC) is poor, and there is a lack of effective targeted therapy. As key mediators of the immune response, the prognostic value of antigen-presenting cells (APCs) in HCC still remains unclear. In this study, we aimed to identify APC-related genomic subtypes and develop a novel prognostic model in HCC. Our results indicated that overall survival (OS) and the level of immune infiltration significantly differed between different APC clusters. By analyzing the gene expression profile between APC clusters, APC-related genomic subtypes were identified. There was a significant difference in OS and tumor microenvironment infiltration in HCC patients with different genomic subtypes. With the aid of genomic subtypes, significantly differentially expressed genes were screened to generate a novel prognostic model. The risk score of the model had a significant positive correlation with APCs and was associated with immune checkpoint expressions. Through the clinical cohort collected from the First Affiliated Hospital of Wenzhou Medical University, the prognostic value of the risk score was further validated. Moreover, after the risk score and clinical characteristics were combined, a nomogram was constructed to evaluate the prognosis for HCC patients. In conclusion, we mainly identified the APC-related genomic subtypes and generated a novel prognostic model to improve the prognostic prediction and targeted therapy for HCC patients. Frontiers Media S.A. 2022-06-03 /pmc/articles/PMC9205444/ /pubmed/35720008 http://dx.doi.org/10.3389/fonc.2022.887008 Text en Copyright © 2022 Chen, Li, Lang, Zheng, Yu and Zhou 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 | Oncology Chen, Ji Li, Chunxue Lang, Zhichao Zheng, Jianjian Yu, Suhui Zhou, Zhenxu Identification and Validation of Genomic Subtypes and a Prognostic Model Based on Antigen-Presenting Cells and Tumor Microenvironment Infiltration Characteristics in Hepatocellular Carcinoma |
title | Identification and Validation of Genomic Subtypes and a Prognostic Model Based on Antigen-Presenting Cells and Tumor Microenvironment Infiltration Characteristics in Hepatocellular Carcinoma |
title_full | Identification and Validation of Genomic Subtypes and a Prognostic Model Based on Antigen-Presenting Cells and Tumor Microenvironment Infiltration Characteristics in Hepatocellular Carcinoma |
title_fullStr | Identification and Validation of Genomic Subtypes and a Prognostic Model Based on Antigen-Presenting Cells and Tumor Microenvironment Infiltration Characteristics in Hepatocellular Carcinoma |
title_full_unstemmed | Identification and Validation of Genomic Subtypes and a Prognostic Model Based on Antigen-Presenting Cells and Tumor Microenvironment Infiltration Characteristics in Hepatocellular Carcinoma |
title_short | Identification and Validation of Genomic Subtypes and a Prognostic Model Based on Antigen-Presenting Cells and Tumor Microenvironment Infiltration Characteristics in Hepatocellular Carcinoma |
title_sort | identification and validation of genomic subtypes and a prognostic model based on antigen-presenting cells and tumor microenvironment infiltration characteristics in hepatocellular carcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9205444/ https://www.ncbi.nlm.nih.gov/pubmed/35720008 http://dx.doi.org/10.3389/fonc.2022.887008 |
work_keys_str_mv | AT chenji identificationandvalidationofgenomicsubtypesandaprognosticmodelbasedonantigenpresentingcellsandtumormicroenvironmentinfiltrationcharacteristicsinhepatocellularcarcinoma AT lichunxue identificationandvalidationofgenomicsubtypesandaprognosticmodelbasedonantigenpresentingcellsandtumormicroenvironmentinfiltrationcharacteristicsinhepatocellularcarcinoma AT langzhichao identificationandvalidationofgenomicsubtypesandaprognosticmodelbasedonantigenpresentingcellsandtumormicroenvironmentinfiltrationcharacteristicsinhepatocellularcarcinoma AT zhengjianjian identificationandvalidationofgenomicsubtypesandaprognosticmodelbasedonantigenpresentingcellsandtumormicroenvironmentinfiltrationcharacteristicsinhepatocellularcarcinoma AT yusuhui identificationandvalidationofgenomicsubtypesandaprognosticmodelbasedonantigenpresentingcellsandtumormicroenvironmentinfiltrationcharacteristicsinhepatocellularcarcinoma AT zhouzhenxu identificationandvalidationofgenomicsubtypesandaprognosticmodelbasedonantigenpresentingcellsandtumormicroenvironmentinfiltrationcharacteristicsinhepatocellularcarcinoma |