Cargando…
Gene Expression Changes and Associated Pathways Involved in the Progression of Prostate Cancer Advanced Stages
Prostate cancer (PC) is one of the most common cancers among men worldwide, and advanced PCs, such as locally advanced PC (LAPC) and castration-resistant PC (CRPC), present the greatest challenges in clinical management. Current indicators have limited capacity to predict the disease course; therefo...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7859645/ https://www.ncbi.nlm.nih.gov/pubmed/33552133 http://dx.doi.org/10.3389/fgene.2020.613162 |
_version_ | 1783646779549417472 |
---|---|
author | Pudova, Elena A. Krasnov, George S. Kobelyatskaya, Anastasiya A. Savvateeva, Maria V. Fedorova, Maria S. Pavlov, Vladislav S. Nyushko, Kirill M. Kaprin, Andrey D. Alekseev, Boris Y. Trofimov, Dmitry Y. Sukhikh, Gennady T. Snezhkina, Anastasiya V. Kudryavtseva, Anna V. |
author_facet | Pudova, Elena A. Krasnov, George S. Kobelyatskaya, Anastasiya A. Savvateeva, Maria V. Fedorova, Maria S. Pavlov, Vladislav S. Nyushko, Kirill M. Kaprin, Andrey D. Alekseev, Boris Y. Trofimov, Dmitry Y. Sukhikh, Gennady T. Snezhkina, Anastasiya V. Kudryavtseva, Anna V. |
author_sort | Pudova, Elena A. |
collection | PubMed |
description | Prostate cancer (PC) is one of the most common cancers among men worldwide, and advanced PCs, such as locally advanced PC (LAPC) and castration-resistant PC (CRPC), present the greatest challenges in clinical management. Current indicators have limited capacity to predict the disease course; therefore, better prognostic markers are greatly needed. In this study, we performed a bioinformatic analysis of The Cancer Genome Atlas (TCGA) datasets, including RNA-Seq data from the prostate adenocarcinoma (PRAD; n = 55) and West Coast Dream Team – metastatic CRPC (WCDT-MCRPC; n = 84) projects, to evaluate the transcriptome changes associated with progression-free survival (PFS) for LAPC and CRPC, respectively. We identified the genes whose expression was positively/negatively correlated with PFS. In LAPC, the genes with the most significant negative correlations were ZC2HC1A, SQLE, and KIF11, and the genes with the most significant positive correlations were SOD3, LRRC26, MIR22HG, MEG3, and MIR29B2CHG. In CRPC, the most significant positive correlations were found for BET1, CTAGE5, IFNGR1, and GIMAP6, and the most significant negative correlations were found for CLPB, PRPF19, ZNF610, MPST, and LINC02001. In addition, we performed a gene network interaction analysis using STRINGdb, which revealed a significant relationship between genes predominantly involved in the cell cycle and characterized by upregulated expression in early recurrence. Based on the results, we propose several genes that can be used as potential prognostic markers. |
format | Online Article Text |
id | pubmed-7859645 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78596452021-02-05 Gene Expression Changes and Associated Pathways Involved in the Progression of Prostate Cancer Advanced Stages Pudova, Elena A. Krasnov, George S. Kobelyatskaya, Anastasiya A. Savvateeva, Maria V. Fedorova, Maria S. Pavlov, Vladislav S. Nyushko, Kirill M. Kaprin, Andrey D. Alekseev, Boris Y. Trofimov, Dmitry Y. Sukhikh, Gennady T. Snezhkina, Anastasiya V. Kudryavtseva, Anna V. Front Genet Genetics Prostate cancer (PC) is one of the most common cancers among men worldwide, and advanced PCs, such as locally advanced PC (LAPC) and castration-resistant PC (CRPC), present the greatest challenges in clinical management. Current indicators have limited capacity to predict the disease course; therefore, better prognostic markers are greatly needed. In this study, we performed a bioinformatic analysis of The Cancer Genome Atlas (TCGA) datasets, including RNA-Seq data from the prostate adenocarcinoma (PRAD; n = 55) and West Coast Dream Team – metastatic CRPC (WCDT-MCRPC; n = 84) projects, to evaluate the transcriptome changes associated with progression-free survival (PFS) for LAPC and CRPC, respectively. We identified the genes whose expression was positively/negatively correlated with PFS. In LAPC, the genes with the most significant negative correlations were ZC2HC1A, SQLE, and KIF11, and the genes with the most significant positive correlations were SOD3, LRRC26, MIR22HG, MEG3, and MIR29B2CHG. In CRPC, the most significant positive correlations were found for BET1, CTAGE5, IFNGR1, and GIMAP6, and the most significant negative correlations were found for CLPB, PRPF19, ZNF610, MPST, and LINC02001. In addition, we performed a gene network interaction analysis using STRINGdb, which revealed a significant relationship between genes predominantly involved in the cell cycle and characterized by upregulated expression in early recurrence. Based on the results, we propose several genes that can be used as potential prognostic markers. Frontiers Media S.A. 2021-01-21 /pmc/articles/PMC7859645/ /pubmed/33552133 http://dx.doi.org/10.3389/fgene.2020.613162 Text en Copyright © 2021 Pudova, Krasnov, Kobelyatskaya, Savvateeva, Fedorova, Pavlov, Nyushko, Kaprin, Alekseev, Trofimov, Sukhikh, Snezhkina and Kudryavtseva. http://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 | Genetics Pudova, Elena A. Krasnov, George S. Kobelyatskaya, Anastasiya A. Savvateeva, Maria V. Fedorova, Maria S. Pavlov, Vladislav S. Nyushko, Kirill M. Kaprin, Andrey D. Alekseev, Boris Y. Trofimov, Dmitry Y. Sukhikh, Gennady T. Snezhkina, Anastasiya V. Kudryavtseva, Anna V. Gene Expression Changes and Associated Pathways Involved in the Progression of Prostate Cancer Advanced Stages |
title | Gene Expression Changes and Associated Pathways Involved in the Progression of Prostate Cancer Advanced Stages |
title_full | Gene Expression Changes and Associated Pathways Involved in the Progression of Prostate Cancer Advanced Stages |
title_fullStr | Gene Expression Changes and Associated Pathways Involved in the Progression of Prostate Cancer Advanced Stages |
title_full_unstemmed | Gene Expression Changes and Associated Pathways Involved in the Progression of Prostate Cancer Advanced Stages |
title_short | Gene Expression Changes and Associated Pathways Involved in the Progression of Prostate Cancer Advanced Stages |
title_sort | gene expression changes and associated pathways involved in the progression of prostate cancer advanced stages |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7859645/ https://www.ncbi.nlm.nih.gov/pubmed/33552133 http://dx.doi.org/10.3389/fgene.2020.613162 |
work_keys_str_mv | AT pudovaelenaa geneexpressionchangesandassociatedpathwaysinvolvedintheprogressionofprostatecanceradvancedstages AT krasnovgeorges geneexpressionchangesandassociatedpathwaysinvolvedintheprogressionofprostatecanceradvancedstages AT kobelyatskayaanastasiyaa geneexpressionchangesandassociatedpathwaysinvolvedintheprogressionofprostatecanceradvancedstages AT savvateevamariav geneexpressionchangesandassociatedpathwaysinvolvedintheprogressionofprostatecanceradvancedstages AT fedorovamarias geneexpressionchangesandassociatedpathwaysinvolvedintheprogressionofprostatecanceradvancedstages AT pavlovvladislavs geneexpressionchangesandassociatedpathwaysinvolvedintheprogressionofprostatecanceradvancedstages AT nyushkokirillm geneexpressionchangesandassociatedpathwaysinvolvedintheprogressionofprostatecanceradvancedstages AT kaprinandreyd geneexpressionchangesandassociatedpathwaysinvolvedintheprogressionofprostatecanceradvancedstages AT alekseevborisy geneexpressionchangesandassociatedpathwaysinvolvedintheprogressionofprostatecanceradvancedstages AT trofimovdmitryy geneexpressionchangesandassociatedpathwaysinvolvedintheprogressionofprostatecanceradvancedstages AT sukhikhgennadyt geneexpressionchangesandassociatedpathwaysinvolvedintheprogressionofprostatecanceradvancedstages AT snezhkinaanastasiyav geneexpressionchangesandassociatedpathwaysinvolvedintheprogressionofprostatecanceradvancedstages AT kudryavtsevaannav geneexpressionchangesandassociatedpathwaysinvolvedintheprogressionofprostatecanceradvancedstages |