Cargando…
Discovery of Molecular DNA Methylation-Based Biomarkers through Genome-Wide Analysis of Response Patterns to BCG for Bladder Cancer
Background: Bacillus Calmette-Guérin (BCG) immunotherapy, the standard adjuvant intravesical therapy for some intermediate and most high-risk non-muscle invasive bladder cancers (NMIBCs), suffers from a heterogenous response rate. Molecular markers to help guide responses are scarce and currently no...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7464079/ https://www.ncbi.nlm.nih.gov/pubmed/32764425 http://dx.doi.org/10.3390/cells9081839 |
_version_ | 1783577281857323008 |
---|---|
author | Ilijazi, Dafina Pulverer, Walter Ertl, Iris E. Lemberger, Ursula Kimura, Shoji Abufaraj, Mohammad D’Andrea, David Pradere, Benjamin Bruchbacher, Andreas Graf, Anna Soria, Francesco Susani, Martin Haitel, Andrea Molinaro, Luca Pycha, Armin Comploj, Evi Pabinger, Stephan Weinhäusel, Andreas Egger, Gerda Shariat, Shahrokh F. Hassler, Melanie R. |
author_facet | Ilijazi, Dafina Pulverer, Walter Ertl, Iris E. Lemberger, Ursula Kimura, Shoji Abufaraj, Mohammad D’Andrea, David Pradere, Benjamin Bruchbacher, Andreas Graf, Anna Soria, Francesco Susani, Martin Haitel, Andrea Molinaro, Luca Pycha, Armin Comploj, Evi Pabinger, Stephan Weinhäusel, Andreas Egger, Gerda Shariat, Shahrokh F. Hassler, Melanie R. |
author_sort | Ilijazi, Dafina |
collection | PubMed |
description | Background: Bacillus Calmette-Guérin (BCG) immunotherapy, the standard adjuvant intravesical therapy for some intermediate and most high-risk non-muscle invasive bladder cancers (NMIBCs), suffers from a heterogenous response rate. Molecular markers to help guide responses are scarce and currently not used in the clinical setting. Methods: To identify novel biomarkers and pathways involved in response to BCG immunotherapy, we performed a genome-wide DNA methylation analysis of NMIBCs before BCG therapy. Genome-wide DNA methylation profiles of DNA isolated from tumors of 26 BCG responders and 27 failures were obtained using the Infinium MethylationEPIC BeadChip. Results: Distinct DNA methylation patterns were found by genome-wide analysis in the two groups. Differentially methylated CpG sites were predominantly located in gene promoters and gene bodies associated with bacterial invasion of epithelial cells, chemokine signaling, endocytosis, and focal adhesion. In total, 40 genomic regions with a significant difference in methylation between responders and failures were detected. The differential methylation state of six of these regions, localized in the promoters of the genes GPR158, KLF8, C12orf42, WDR44, FLT1, and CHST11, were internally validated by bisulfite-sequencing. GPR158 promoter hypermethylation was the best predictor of BCG failure with an AUC of 0.809 (p-value < 0.001). Conclusions: Tumors from BCG responders and BCG failures harbor distinct DNA methylation profiles. Differentially methylated DNA regions were detected in genes related to pathways involved in bacterial invasion of cells or focal adhesion. We identified candidate DNA methylation biomarkers that may help to predict patient prognosis after external validation in larger, well-designed cohorts. |
format | Online Article Text |
id | pubmed-7464079 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-74640792020-09-04 Discovery of Molecular DNA Methylation-Based Biomarkers through Genome-Wide Analysis of Response Patterns to BCG for Bladder Cancer Ilijazi, Dafina Pulverer, Walter Ertl, Iris E. Lemberger, Ursula Kimura, Shoji Abufaraj, Mohammad D’Andrea, David Pradere, Benjamin Bruchbacher, Andreas Graf, Anna Soria, Francesco Susani, Martin Haitel, Andrea Molinaro, Luca Pycha, Armin Comploj, Evi Pabinger, Stephan Weinhäusel, Andreas Egger, Gerda Shariat, Shahrokh F. Hassler, Melanie R. Cells Article Background: Bacillus Calmette-Guérin (BCG) immunotherapy, the standard adjuvant intravesical therapy for some intermediate and most high-risk non-muscle invasive bladder cancers (NMIBCs), suffers from a heterogenous response rate. Molecular markers to help guide responses are scarce and currently not used in the clinical setting. Methods: To identify novel biomarkers and pathways involved in response to BCG immunotherapy, we performed a genome-wide DNA methylation analysis of NMIBCs before BCG therapy. Genome-wide DNA methylation profiles of DNA isolated from tumors of 26 BCG responders and 27 failures were obtained using the Infinium MethylationEPIC BeadChip. Results: Distinct DNA methylation patterns were found by genome-wide analysis in the two groups. Differentially methylated CpG sites were predominantly located in gene promoters and gene bodies associated with bacterial invasion of epithelial cells, chemokine signaling, endocytosis, and focal adhesion. In total, 40 genomic regions with a significant difference in methylation between responders and failures were detected. The differential methylation state of six of these regions, localized in the promoters of the genes GPR158, KLF8, C12orf42, WDR44, FLT1, and CHST11, were internally validated by bisulfite-sequencing. GPR158 promoter hypermethylation was the best predictor of BCG failure with an AUC of 0.809 (p-value < 0.001). Conclusions: Tumors from BCG responders and BCG failures harbor distinct DNA methylation profiles. Differentially methylated DNA regions were detected in genes related to pathways involved in bacterial invasion of cells or focal adhesion. We identified candidate DNA methylation biomarkers that may help to predict patient prognosis after external validation in larger, well-designed cohorts. MDPI 2020-08-05 /pmc/articles/PMC7464079/ /pubmed/32764425 http://dx.doi.org/10.3390/cells9081839 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ilijazi, Dafina Pulverer, Walter Ertl, Iris E. Lemberger, Ursula Kimura, Shoji Abufaraj, Mohammad D’Andrea, David Pradere, Benjamin Bruchbacher, Andreas Graf, Anna Soria, Francesco Susani, Martin Haitel, Andrea Molinaro, Luca Pycha, Armin Comploj, Evi Pabinger, Stephan Weinhäusel, Andreas Egger, Gerda Shariat, Shahrokh F. Hassler, Melanie R. Discovery of Molecular DNA Methylation-Based Biomarkers through Genome-Wide Analysis of Response Patterns to BCG for Bladder Cancer |
title | Discovery of Molecular DNA Methylation-Based Biomarkers through Genome-Wide Analysis of Response Patterns to BCG for Bladder Cancer |
title_full | Discovery of Molecular DNA Methylation-Based Biomarkers through Genome-Wide Analysis of Response Patterns to BCG for Bladder Cancer |
title_fullStr | Discovery of Molecular DNA Methylation-Based Biomarkers through Genome-Wide Analysis of Response Patterns to BCG for Bladder Cancer |
title_full_unstemmed | Discovery of Molecular DNA Methylation-Based Biomarkers through Genome-Wide Analysis of Response Patterns to BCG for Bladder Cancer |
title_short | Discovery of Molecular DNA Methylation-Based Biomarkers through Genome-Wide Analysis of Response Patterns to BCG for Bladder Cancer |
title_sort | discovery of molecular dna methylation-based biomarkers through genome-wide analysis of response patterns to bcg for bladder cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7464079/ https://www.ncbi.nlm.nih.gov/pubmed/32764425 http://dx.doi.org/10.3390/cells9081839 |
work_keys_str_mv | AT ilijazidafina discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT pulvererwalter discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT ertlirise discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT lembergerursula discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT kimurashoji discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT abufarajmohammad discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT dandreadavid discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT praderebenjamin discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT bruchbacherandreas discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT grafanna discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT soriafrancesco discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT susanimartin discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT haitelandrea discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT molinaroluca discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT pychaarmin discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT complojevi discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT pabingerstephan discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT weinhauselandreas discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT eggergerda discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT shariatshahrokhf discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer AT hasslermelanier discoveryofmoleculardnamethylationbasedbiomarkersthroughgenomewideanalysisofresponsepatternstobcgforbladdercancer |