Cargando…
Characterization of Immune-Based Molecular Subtypes and Prognostic Model in Prostate Adenocarcinoma
Prostate adenocarcinoma (PRAD), also named prostate cancer, the most common visceral malignancy, is diagnosed in male individuals. Herein, in order to obtain immune-based subtypes, we performed an integrative analysis to characterize molecular subtypes based on immune-related genes, and further disc...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9223199/ https://www.ncbi.nlm.nih.gov/pubmed/35741849 http://dx.doi.org/10.3390/genes13061087 |
_version_ | 1784733067703746560 |
---|---|
author | Guo, Li Kang, Yihao Xia, Daoliang Ren, Yujie Yang, Xueni Xiang, Yangyang Tang, Lihua Ren, Dekang Yu, Jiafeng Wang, Jun Liang, Tingming |
author_facet | Guo, Li Kang, Yihao Xia, Daoliang Ren, Yujie Yang, Xueni Xiang, Yangyang Tang, Lihua Ren, Dekang Yu, Jiafeng Wang, Jun Liang, Tingming |
author_sort | Guo, Li |
collection | PubMed |
description | Prostate adenocarcinoma (PRAD), also named prostate cancer, the most common visceral malignancy, is diagnosed in male individuals. Herein, in order to obtain immune-based subtypes, we performed an integrative analysis to characterize molecular subtypes based on immune-related genes, and further discuss the potential features and differences between identified subtypes. Simultaneously, we also construct an immune-based risk model to assess cancer prognosis. Our findings showed that the two subtypes, C1 and C2, could be characterized, and the two subtypes showed different characteristics that could clearly describe the heterogeneity of immune microenvironments. The C2 subtype presented a better survival rate than that in the C1 subtype. Further, we constructed an immune-based prognostic model based on four screened abnormally expressed genes, and they were selected as predictors of the robust prognostic model (AUC = 0.968). Our studies provide reference for characterization of molecular subtypes and immunotherapeutic agents against prostate cancer, and the developed robust and useful immune-based prognostic model can contribute to cancer prognosis and provide reference for the individualized treatment plan and health resource utilization. These findings further promote the development and application of precision medicine in prostate cancer. |
format | Online Article Text |
id | pubmed-9223199 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92231992022-06-24 Characterization of Immune-Based Molecular Subtypes and Prognostic Model in Prostate Adenocarcinoma Guo, Li Kang, Yihao Xia, Daoliang Ren, Yujie Yang, Xueni Xiang, Yangyang Tang, Lihua Ren, Dekang Yu, Jiafeng Wang, Jun Liang, Tingming Genes (Basel) Article Prostate adenocarcinoma (PRAD), also named prostate cancer, the most common visceral malignancy, is diagnosed in male individuals. Herein, in order to obtain immune-based subtypes, we performed an integrative analysis to characterize molecular subtypes based on immune-related genes, and further discuss the potential features and differences between identified subtypes. Simultaneously, we also construct an immune-based risk model to assess cancer prognosis. Our findings showed that the two subtypes, C1 and C2, could be characterized, and the two subtypes showed different characteristics that could clearly describe the heterogeneity of immune microenvironments. The C2 subtype presented a better survival rate than that in the C1 subtype. Further, we constructed an immune-based prognostic model based on four screened abnormally expressed genes, and they were selected as predictors of the robust prognostic model (AUC = 0.968). Our studies provide reference for characterization of molecular subtypes and immunotherapeutic agents against prostate cancer, and the developed robust and useful immune-based prognostic model can contribute to cancer prognosis and provide reference for the individualized treatment plan and health resource utilization. These findings further promote the development and application of precision medicine in prostate cancer. MDPI 2022-06-18 /pmc/articles/PMC9223199/ /pubmed/35741849 http://dx.doi.org/10.3390/genes13061087 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Guo, Li Kang, Yihao Xia, Daoliang Ren, Yujie Yang, Xueni Xiang, Yangyang Tang, Lihua Ren, Dekang Yu, Jiafeng Wang, Jun Liang, Tingming Characterization of Immune-Based Molecular Subtypes and Prognostic Model in Prostate Adenocarcinoma |
title | Characterization of Immune-Based Molecular Subtypes and Prognostic Model in Prostate Adenocarcinoma |
title_full | Characterization of Immune-Based Molecular Subtypes and Prognostic Model in Prostate Adenocarcinoma |
title_fullStr | Characterization of Immune-Based Molecular Subtypes and Prognostic Model in Prostate Adenocarcinoma |
title_full_unstemmed | Characterization of Immune-Based Molecular Subtypes and Prognostic Model in Prostate Adenocarcinoma |
title_short | Characterization of Immune-Based Molecular Subtypes and Prognostic Model in Prostate Adenocarcinoma |
title_sort | characterization of immune-based molecular subtypes and prognostic model in prostate adenocarcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9223199/ https://www.ncbi.nlm.nih.gov/pubmed/35741849 http://dx.doi.org/10.3390/genes13061087 |
work_keys_str_mv | AT guoli characterizationofimmunebasedmolecularsubtypesandprognosticmodelinprostateadenocarcinoma AT kangyihao characterizationofimmunebasedmolecularsubtypesandprognosticmodelinprostateadenocarcinoma AT xiadaoliang characterizationofimmunebasedmolecularsubtypesandprognosticmodelinprostateadenocarcinoma AT renyujie characterizationofimmunebasedmolecularsubtypesandprognosticmodelinprostateadenocarcinoma AT yangxueni characterizationofimmunebasedmolecularsubtypesandprognosticmodelinprostateadenocarcinoma AT xiangyangyang characterizationofimmunebasedmolecularsubtypesandprognosticmodelinprostateadenocarcinoma AT tanglihua characterizationofimmunebasedmolecularsubtypesandprognosticmodelinprostateadenocarcinoma AT rendekang characterizationofimmunebasedmolecularsubtypesandprognosticmodelinprostateadenocarcinoma AT yujiafeng characterizationofimmunebasedmolecularsubtypesandprognosticmodelinprostateadenocarcinoma AT wangjun characterizationofimmunebasedmolecularsubtypesandprognosticmodelinprostateadenocarcinoma AT liangtingming characterizationofimmunebasedmolecularsubtypesandprognosticmodelinprostateadenocarcinoma |