Differentially Expressed Genes Associated With Prognosis in Locally Advanced Lymph Node-Negative Prostate Cancer

Older age is one of the main risk factors for cancer development. The incidence of prostate cancer, as a multifactorial disease, also depends upon demographic factors, race, and genetic predisposition. Prostate cancer most frequently occurs in men over 60 years of age, indicating a clear association...

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Main Authors: Elena A. Pudova, Elena N. Lukyanova, Kirill M. Nyushko, Dmitry S. Mikhaylenko, Andrew R. Zaretsky, Anastasiya V. Snezhkina, Maria V. Savvateeva, Anastasiya A. Kobelyatskaya, Nataliya V. Melnikova, Nadezhda N. Volchenko, Gennady D. Efremov, Kseniya M. Klimina, Anastasiya A. Belova, Marina V. Kiseleva, Andrey D. Kaprin, Boris Y. Alekseev, George S. Krasnov, Anna V. Kudryavtseva
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-08-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2019.00730/full
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author Elena A. Pudova
Elena N. Lukyanova
Kirill M. Nyushko
Dmitry S. Mikhaylenko
Dmitry S. Mikhaylenko
Andrew R. Zaretsky
Anastasiya V. Snezhkina
Maria V. Savvateeva
Anastasiya A. Kobelyatskaya
Nataliya V. Melnikova
Nadezhda N. Volchenko
Gennady D. Efremov
Kseniya M. Klimina
Anastasiya A. Belova
Marina V. Kiseleva
Andrey D. Kaprin
Boris Y. Alekseev
George S. Krasnov
Anna V. Kudryavtseva
spellingShingle Elena A. Pudova
Elena N. Lukyanova
Kirill M. Nyushko
Dmitry S. Mikhaylenko
Dmitry S. Mikhaylenko
Andrew R. Zaretsky
Anastasiya V. Snezhkina
Maria V. Savvateeva
Anastasiya A. Kobelyatskaya
Nataliya V. Melnikova
Nadezhda N. Volchenko
Gennady D. Efremov
Kseniya M. Klimina
Anastasiya A. Belova
Marina V. Kiseleva
Andrey D. Kaprin
Boris Y. Alekseev
George S. Krasnov
Anna V. Kudryavtseva
Differentially Expressed Genes Associated With Prognosis in Locally Advanced Lymph Node-Negative Prostate Cancer
Frontiers in Genetics
locally advanced prostate cancer
prognostic markers
TCGA
RNA-Seq
TMPRSS2-ERG
author_facet Elena A. Pudova
Elena N. Lukyanova
Kirill M. Nyushko
Dmitry S. Mikhaylenko
Dmitry S. Mikhaylenko
Andrew R. Zaretsky
Anastasiya V. Snezhkina
Maria V. Savvateeva
Anastasiya A. Kobelyatskaya
Nataliya V. Melnikova
Nadezhda N. Volchenko
Gennady D. Efremov
Kseniya M. Klimina
Anastasiya A. Belova
Marina V. Kiseleva
Andrey D. Kaprin
Boris Y. Alekseev
George S. Krasnov
Anna V. Kudryavtseva
author_sort Elena A. Pudova
title Differentially Expressed Genes Associated With Prognosis in Locally Advanced Lymph Node-Negative Prostate Cancer
title_short Differentially Expressed Genes Associated With Prognosis in Locally Advanced Lymph Node-Negative Prostate Cancer
title_full Differentially Expressed Genes Associated With Prognosis in Locally Advanced Lymph Node-Negative Prostate Cancer
title_fullStr Differentially Expressed Genes Associated With Prognosis in Locally Advanced Lymph Node-Negative Prostate Cancer
title_full_unstemmed Differentially Expressed Genes Associated With Prognosis in Locally Advanced Lymph Node-Negative Prostate Cancer
title_sort differentially expressed genes associated with prognosis in locally advanced lymph node-negative prostate cancer
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2019-08-01
description Older age is one of the main risk factors for cancer development. The incidence of prostate cancer, as a multifactorial disease, also depends upon demographic factors, race, and genetic predisposition. Prostate cancer most frequently occurs in men over 60 years of age, indicating a clear association between older age and disease onset. Carcinogenesis is followed by the deregulation of many genes, and some of these changes could serve as biomarkers for diagnosis, prognosis, prediction of drug therapy efficacy, as well as possible therapeutic targets. We have performed a bioinformatic analysis of a The Cancer Genome Atlas (TCGA) data and RNA-Seq profiling of a Russian patient cohort to reveal prognostic markers of locally advanced lymph node-negative prostate cancer (lymph node-negative LAPC). We also aimed to identify markers of the most common molecular subtype of prostate cancer carrying a fusion transcript TMPRSS2-ERG. We have found several genes that were differently expressed between the favorable and unfavorable prognosis groups and involved in the enriched KEGG pathways based on the TCGA (B4GALNT4, PTK6, and CHAT) and Russian patient cohort data (AKR1C1 and AKR1C3). Additionally, we revealed such genes for the TMPRSS2-ERG prostate cancer molecular subtype (B4GALNT4, ASRGL1, MYBPC1, RGS11, SLC6A14, GALNT13, and ST6GALNAC1). Obtained results contribute to a better understanding of the molecular mechanisms behind prostate cancer progression and could be used for further development of the LAPC prognosis marker panel.
topic locally advanced prostate cancer
prognostic markers
TCGA
RNA-Seq
TMPRSS2-ERG
url https://www.frontiersin.org/article/10.3389/fgene.2019.00730/full
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spelling doaj-681d84d579e044259747d8b4d86688bf2020-11-25T02:46:37ZengFrontiers Media S.A.Frontiers in Genetics1664-80212019-08-011010.3389/fgene.2019.00730417807Differentially Expressed Genes Associated With Prognosis in Locally Advanced Lymph Node-Negative Prostate CancerElena A. Pudova0Elena N. Lukyanova1Kirill M. Nyushko2Dmitry S. Mikhaylenko3Dmitry S. Mikhaylenko4Andrew R. Zaretsky5Anastasiya V. Snezhkina6Maria V. Savvateeva7Anastasiya A. Kobelyatskaya8Nataliya V. Melnikova9Nadezhda N. Volchenko10Gennady D. Efremov11Kseniya M. Klimina12Anastasiya A. Belova13Marina V. Kiseleva14Andrey D. Kaprin15Boris Y. Alekseev16George S. Krasnov17Anna V. Kudryavtseva18Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, RussiaEngelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, RussiaNational Medical Research Radiological Center, Ministry of Health of the Russian Federation, Moscow, RussiaNational Medical Research Radiological Center, Ministry of Health of the Russian Federation, Moscow, RussiaFederal State Autonomous Educational Institution of Higher Education, I.M. Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation, Moscow, RussiaEngelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, RussiaEngelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, RussiaEngelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, RussiaEngelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, RussiaEngelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, RussiaNational Medical Research Radiological Center, Ministry of Health of the Russian Federation, Moscow, RussiaNational Medical Research Radiological Center, Ministry of Health of the Russian Federation, Moscow, RussiaVavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, RussiaEngelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, RussiaNational Medical Research Radiological Center, Ministry of Health of the Russian Federation, Moscow, RussiaNational Medical Research Radiological Center, Ministry of Health of the Russian Federation, Moscow, RussiaNational Medical Research Radiological Center, Ministry of Health of the Russian Federation, Moscow, RussiaEngelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, RussiaEngelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, RussiaOlder age is one of the main risk factors for cancer development. The incidence of prostate cancer, as a multifactorial disease, also depends upon demographic factors, race, and genetic predisposition. Prostate cancer most frequently occurs in men over 60 years of age, indicating a clear association between older age and disease onset. Carcinogenesis is followed by the deregulation of many genes, and some of these changes could serve as biomarkers for diagnosis, prognosis, prediction of drug therapy efficacy, as well as possible therapeutic targets. We have performed a bioinformatic analysis of a The Cancer Genome Atlas (TCGA) data and RNA-Seq profiling of a Russian patient cohort to reveal prognostic markers of locally advanced lymph node-negative prostate cancer (lymph node-negative LAPC). We also aimed to identify markers of the most common molecular subtype of prostate cancer carrying a fusion transcript TMPRSS2-ERG. We have found several genes that were differently expressed between the favorable and unfavorable prognosis groups and involved in the enriched KEGG pathways based on the TCGA (B4GALNT4, PTK6, and CHAT) and Russian patient cohort data (AKR1C1 and AKR1C3). Additionally, we revealed such genes for the TMPRSS2-ERG prostate cancer molecular subtype (B4GALNT4, ASRGL1, MYBPC1, RGS11, SLC6A14, GALNT13, and ST6GALNAC1). Obtained results contribute to a better understanding of the molecular mechanisms behind prostate cancer progression and could be used for further development of the LAPC prognosis marker panel.https://www.frontiersin.org/article/10.3389/fgene.2019.00730/fulllocally advanced prostate cancerprognostic markersTCGARNA-SeqTMPRSS2-ERG