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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...

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Autores principales: 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.
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
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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.
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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
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