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Differentially methylated CpG sites associated with the high-risk group of prostate cancer

Prostate cancer (PC) is one of the most common and socially significant oncological diseases among men. Bioinformatic analysis of omics data allows identifying molecular genetic changes associated with the disease development, as well as markers of prognosis and response to therapy. Alterations in D...

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Autores principales: Kobelyatskaya, Anastasiya, Pudova, Elena, Fedorova, Maria, Nyushko, Kirill, Alekseev, Boris, Kaprin, Andrey, Trofimov, Dmitry, Sukhikh, Gennady, Snezhkina, Anastasia, Krasnov, George, Razin, Sergey, Kudryavtseva, Anna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: De Gruyter 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7790183/
http://dx.doi.org/10.1515/jib-2020-0031
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author Kobelyatskaya, Anastasiya
Pudova, Elena
Fedorova, Maria
Nyushko, Kirill
Alekseev, Boris
Kaprin, Andrey
Trofimov, Dmitry
Sukhikh, Gennady
Snezhkina, Anastasia
Krasnov, George
Razin, Sergey
Kudryavtseva, Anna
author_facet Kobelyatskaya, Anastasiya
Pudova, Elena
Fedorova, Maria
Nyushko, Kirill
Alekseev, Boris
Kaprin, Andrey
Trofimov, Dmitry
Sukhikh, Gennady
Snezhkina, Anastasia
Krasnov, George
Razin, Sergey
Kudryavtseva, Anna
author_sort Kobelyatskaya, Anastasiya
collection PubMed
description Prostate cancer (PC) is one of the most common and socially significant oncological diseases among men. Bioinformatic analysis of omics data allows identifying molecular genetic changes associated with the disease development, as well as markers of prognosis and response to therapy. Alterations in DNA methylation and histone modification profiles widely occur in malignant tumors. In this study, we analyzed changes in DNA methylation in three groups of PC patients based on data from The Cancer Genome Atlas project (TCGA, https://portal.gdc.cancer.gov): (1) high- and intermediate-risk of the tumor progression, (2) favorable and unfavorable prognoses within the high-risk group, and (3) TMPRSS2-ERG-positive (tumors with TMPRSS2-ERG fusion transcript) and TMPRSS2-ERG-free cases within the high-risk group. We found eight CpG sites (cg07548607, cg13533340, cg16643088, cg18467168, cg23324953, cg23753247, cg25773620, and cg27148952) hypermethylated in the high-risk group compared with the intermediate-risk group of PC. Seven differentially methylated CpG sites (cg00063748, cg06834698, cg18607127, cg25273707, cg01704198, cg02067712, and cg02157224) were associated with unfavorable prognosis within the high-risk group. Six CpG sites (cg01138171, cg14060519, cg19570244, cg24492886, cg25605277, and cg26228280) were hypomethylated in TMPRSS2-ERG-positive PC compared to TMPRSS2-ERG-negative tumors within the high-risk group. The CpG sites were localized, predominantly, in regulatory genome regions belonging to promoters of the following genes: ARHGEF4, C6orf141, C8orf86, CLASP2, CSRNP1, GDA, GSX1, IQSEC1, MYOF, OR10A3, PLCD1, PLEC1, PRDM16, PTAFR, RP11-844P9.2, SCYL3, VPS13D, WT1, and ZSWIM2. For these genes, analysis of differential expression and its correlation with CpG site methylation (β-value level) was also performed. In addition, STK33 and PLCD1 had similar changes in colorectal cancer. As for the CSRNP1, the ARHGEF4, and the WT1 genes, misregulated expression levels were mentioned in lung, liver, pancreatic and androgen-independent prostate cancer. The potential impact of changed methylation on the mRNA level was determined for the CSRNP1, STK33, PLCD1, ARHGEF4, WT1, SCYL3, and VPS13D genes. The above CpG sites could be considered as potential prognostic markers of the high-risk group of PC.
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spelling pubmed-77901832021-01-26 Differentially methylated CpG sites associated with the high-risk group of prostate cancer Kobelyatskaya, Anastasiya Pudova, Elena Fedorova, Maria Nyushko, Kirill Alekseev, Boris Kaprin, Andrey Trofimov, Dmitry Sukhikh, Gennady Snezhkina, Anastasia Krasnov, George Razin, Sergey Kudryavtseva, Anna J Integr Bioinform Article Prostate cancer (PC) is one of the most common and socially significant oncological diseases among men. Bioinformatic analysis of omics data allows identifying molecular genetic changes associated with the disease development, as well as markers of prognosis and response to therapy. Alterations in DNA methylation and histone modification profiles widely occur in malignant tumors. In this study, we analyzed changes in DNA methylation in three groups of PC patients based on data from The Cancer Genome Atlas project (TCGA, https://portal.gdc.cancer.gov): (1) high- and intermediate-risk of the tumor progression, (2) favorable and unfavorable prognoses within the high-risk group, and (3) TMPRSS2-ERG-positive (tumors with TMPRSS2-ERG fusion transcript) and TMPRSS2-ERG-free cases within the high-risk group. We found eight CpG sites (cg07548607, cg13533340, cg16643088, cg18467168, cg23324953, cg23753247, cg25773620, and cg27148952) hypermethylated in the high-risk group compared with the intermediate-risk group of PC. Seven differentially methylated CpG sites (cg00063748, cg06834698, cg18607127, cg25273707, cg01704198, cg02067712, and cg02157224) were associated with unfavorable prognosis within the high-risk group. Six CpG sites (cg01138171, cg14060519, cg19570244, cg24492886, cg25605277, and cg26228280) were hypomethylated in TMPRSS2-ERG-positive PC compared to TMPRSS2-ERG-negative tumors within the high-risk group. The CpG sites were localized, predominantly, in regulatory genome regions belonging to promoters of the following genes: ARHGEF4, C6orf141, C8orf86, CLASP2, CSRNP1, GDA, GSX1, IQSEC1, MYOF, OR10A3, PLCD1, PLEC1, PRDM16, PTAFR, RP11-844P9.2, SCYL3, VPS13D, WT1, and ZSWIM2. For these genes, analysis of differential expression and its correlation with CpG site methylation (β-value level) was also performed. In addition, STK33 and PLCD1 had similar changes in colorectal cancer. As for the CSRNP1, the ARHGEF4, and the WT1 genes, misregulated expression levels were mentioned in lung, liver, pancreatic and androgen-independent prostate cancer. The potential impact of changed methylation on the mRNA level was determined for the CSRNP1, STK33, PLCD1, ARHGEF4, WT1, SCYL3, and VPS13D genes. The above CpG sites could be considered as potential prognostic markers of the high-risk group of PC. De Gruyter 2020-12-22 /pmc/articles/PMC7790183/ http://dx.doi.org/10.1515/jib-2020-0031 Text en © 2020 Anastasiya Kobelyatskaya et al., published by De Gruyter, Berlin/Boston http://creativecommons.org/licenses/by/4.0 This work is licensed under the Creative Commons Attribution 4.0 International License.
spellingShingle Article
Kobelyatskaya, Anastasiya
Pudova, Elena
Fedorova, Maria
Nyushko, Kirill
Alekseev, Boris
Kaprin, Andrey
Trofimov, Dmitry
Sukhikh, Gennady
Snezhkina, Anastasia
Krasnov, George
Razin, Sergey
Kudryavtseva, Anna
Differentially methylated CpG sites associated with the high-risk group of prostate cancer
title Differentially methylated CpG sites associated with the high-risk group of prostate cancer
title_full Differentially methylated CpG sites associated with the high-risk group of prostate cancer
title_fullStr Differentially methylated CpG sites associated with the high-risk group of prostate cancer
title_full_unstemmed Differentially methylated CpG sites associated with the high-risk group of prostate cancer
title_short Differentially methylated CpG sites associated with the high-risk group of prostate cancer
title_sort differentially methylated cpg sites associated with the high-risk group of prostate cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7790183/
http://dx.doi.org/10.1515/jib-2020-0031
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