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Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomas

Bibliographic Details
Main Author: Beltrami, Caroline Moraes
Publication Date: 2017
Other Authors: dos Reis, Mariana Bisarro [UNESP], Barros-Filho, Mateus Camargo, Marchi, Fabio Albuquerque, Kuasne, Hellen [UNESP], Pinto, Clóvis Antônio Lopes, Ambatipudi, Srikant, Herceg, Zdenko, Kowalski, Luiz Paulo, Rogatto, Silvia Regina [UNESP]
Format: Article
Language: eng
Source: Repositório Institucional da UNESP
Download full: http://dx.doi.org/10.1186/s13148-017-0346-2
http://hdl.handle.net/11449/174554
Summary: Background: Papillary thyroid carcinoma (PTC) is a common endocrine neoplasm with a recent increase in incidence in many countries. Although PTC has been explored by gene expression and DNA methylation studies, the regulatory mechanisms of the methylation on the gene expression was poorly clarified. In this study, DNA methylation profile (Illumina HumanMethylation 450K) of 41 PTC paired with non-neoplastic adjacent tissues (NT) was carried out to identify and contribute to the elucidation of the role of novel genic and intergenic regions beyond those described in the promoter and CpG islands (CGI). An integrative and cross-validation analysis were performed aiming to identify molecular drivers and pathways that are PTC-related. Results: The comparisons between PTC and NT revealed 4995 methylated probes (88% hypomethylated in PTC) and 1446 differentially expressed transcripts cross-validated by the The Cancer Genome Atlas data. The majority of these probes was found in non-promoters regions, distant from CGI and enriched by enhancers. The integrative analysis between gene expression and DNA methylation revealed 185 and 38 genes (mainly in the promoter and body regions, respectively) with negative and positive correlation, respectively. Genes showing negative correlation underlined FGF and retinoic acid signaling as critical canonical pathways disrupted by DNA methylation in PTC. BRAF mutation was detected in 68% (28 of 41) of the tumors, which presented a higher level of demethylation (95% hypomethylated probes) compared with BRAF wild-type tumors. A similar integrative analysis uncovered 40 of 254 differentially expressed genes, which are potentially regulated by DNA methylation in BRAFV600E-positive tumors. The methylation and expression pattern of six selected genes (ERBB3, FGF1, FGFR2, GABRB2, HMGA2, and RDH5) were confirmed as altered by pyrosequencing and RT-qPCR. Conclusions: DNA methylation loss in non-promoter, poor CGI and enhancer-enriched regions was a significant event in PTC, especially in tumors harboring BRAFV600E. In addition to the promoter region, gene body and 3’UTR methylation have also the potential to influence the gene expression levels (both, repressing and inducing). The integrative analysis revealed genes potentially regulated by DNA methylation pointing out potential drivers and biomarkers related to PTC development.
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spelling Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomasBRAFV600E mutationDNA methylationFGF signaling pathwayIntegrative analysisPapillary thyroid cancerRetinoic acid pathwayBackground: Papillary thyroid carcinoma (PTC) is a common endocrine neoplasm with a recent increase in incidence in many countries. Although PTC has been explored by gene expression and DNA methylation studies, the regulatory mechanisms of the methylation on the gene expression was poorly clarified. In this study, DNA methylation profile (Illumina HumanMethylation 450K) of 41 PTC paired with non-neoplastic adjacent tissues (NT) was carried out to identify and contribute to the elucidation of the role of novel genic and intergenic regions beyond those described in the promoter and CpG islands (CGI). An integrative and cross-validation analysis were performed aiming to identify molecular drivers and pathways that are PTC-related. Results: The comparisons between PTC and NT revealed 4995 methylated probes (88% hypomethylated in PTC) and 1446 differentially expressed transcripts cross-validated by the The Cancer Genome Atlas data. The majority of these probes was found in non-promoters regions, distant from CGI and enriched by enhancers. The integrative analysis between gene expression and DNA methylation revealed 185 and 38 genes (mainly in the promoter and body regions, respectively) with negative and positive correlation, respectively. Genes showing negative correlation underlined FGF and retinoic acid signaling as critical canonical pathways disrupted by DNA methylation in PTC. BRAF mutation was detected in 68% (28 of 41) of the tumors, which presented a higher level of demethylation (95% hypomethylated probes) compared with BRAF wild-type tumors. A similar integrative analysis uncovered 40 of 254 differentially expressed genes, which are potentially regulated by DNA methylation in BRAFV600E-positive tumors. The methylation and expression pattern of six selected genes (ERBB3, FGF1, FGFR2, GABRB2, HMGA2, and RDH5) were confirmed as altered by pyrosequencing and RT-qPCR. Conclusions: DNA methylation loss in non-promoter, poor CGI and enhancer-enriched regions was a significant event in PTC, especially in tumors harboring BRAFV600E. In addition to the promoter region, gene body and 3’UTR methylation have also the potential to influence the gene expression levels (both, repressing and inducing). The integrative analysis revealed genes potentially regulated by DNA methylation pointing out potential drivers and biomarkers related to PTC development.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)International Research Center-CIPE–A.C. Camargo Cancer Center and National Institute of Science and Technology in Oncogenomics (INCiTO)Department of Urology Faculty of Medicine UNESP Sao Paulo State UniversityDepartment of Pathology A.C. Camargo Cancer CenterEpigenetics Group; International Agency for Research on Cancer (IARC)Department of Head and Neck Surgery and Otorhinolaryngology A. C. Camargo Cancer CenterDepartment of Clinical Genetics Vejle Hospital and Institute of Regional Health Research University of Southern Denmark, Kabbeltoft 25Department of Urology Faculty of Medicine UNESP Sao Paulo State UniversityFAPESP: 2008/57887FAPESP: 2015/20748-5CNPq: 371497/2013-2CNPq: 573589/08–9International Research Center-CIPE–A.C. Camargo Cancer Center and National Institute of Science and Technology in Oncogenomics (INCiTO)Universidade Estadual Paulista (Unesp)A.C. Camargo Cancer CenterEpigenetics Group; International Agency for Research on Cancer (IARC)A. C. Camargo Cancer CenterUniversity of Southern DenmarkBeltrami, Caroline Moraesdos Reis, Mariana Bisarro [UNESP]Barros-Filho, Mateus CamargoMarchi, Fabio AlbuquerqueKuasne, Hellen [UNESP]Pinto, Clóvis Antônio LopesAmbatipudi, SrikantHerceg, ZdenkoKowalski, Luiz PauloRogatto, Silvia Regina [UNESP]2018-12-11T17:11:41Z2018-12-11T17:11:41Z2017-05-02info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://dx.doi.org/10.1186/s13148-017-0346-2Clinical Epigenetics, v. 9, n. 1, 2017.1868-70831868-7075http://hdl.handle.net/11449/17455410.1186/s13148-017-0346-22-s2.0-850190449162-s2.0-85019044916.pdfScopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengClinical Epigenetics2,4352,435info:eu-repo/semantics/openAccess2024-09-03T14:30:24Zoai:repositorio.unesp.br:11449/174554Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462024-09-03T14:30:24Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomas
title Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomas
spellingShingle Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomas
Beltrami, Caroline Moraes
BRAFV600E mutation
DNA methylation
FGF signaling pathway
Integrative analysis
Papillary thyroid cancer
Retinoic acid pathway
title_short Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomas
title_full Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomas
title_fullStr Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomas
title_full_unstemmed Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomas
title_sort Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomas
author Beltrami, Caroline Moraes
author_facet Beltrami, Caroline Moraes
dos Reis, Mariana Bisarro [UNESP]
Barros-Filho, Mateus Camargo
Marchi, Fabio Albuquerque
Kuasne, Hellen [UNESP]
Pinto, Clóvis Antônio Lopes
Ambatipudi, Srikant
Herceg, Zdenko
Kowalski, Luiz Paulo
Rogatto, Silvia Regina [UNESP]
author_role author
author2 dos Reis, Mariana Bisarro [UNESP]
Barros-Filho, Mateus Camargo
Marchi, Fabio Albuquerque
Kuasne, Hellen [UNESP]
Pinto, Clóvis Antônio Lopes
Ambatipudi, Srikant
Herceg, Zdenko
Kowalski, Luiz Paulo
Rogatto, Silvia Regina [UNESP]
author2_role author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv International Research Center-CIPE–A.C. Camargo Cancer Center and National Institute of Science and Technology in Oncogenomics (INCiTO)
Universidade Estadual Paulista (Unesp)
A.C. Camargo Cancer Center
Epigenetics Group; International Agency for Research on Cancer (IARC)
A. C. Camargo Cancer Center
University of Southern Denmark
dc.contributor.author.fl_str_mv Beltrami, Caroline Moraes
dos Reis, Mariana Bisarro [UNESP]
Barros-Filho, Mateus Camargo
Marchi, Fabio Albuquerque
Kuasne, Hellen [UNESP]
Pinto, Clóvis Antônio Lopes
Ambatipudi, Srikant
Herceg, Zdenko
Kowalski, Luiz Paulo
Rogatto, Silvia Regina [UNESP]
dc.subject.por.fl_str_mv BRAFV600E mutation
DNA methylation
FGF signaling pathway
Integrative analysis
Papillary thyroid cancer
Retinoic acid pathway
topic BRAFV600E mutation
DNA methylation
FGF signaling pathway
Integrative analysis
Papillary thyroid cancer
Retinoic acid pathway
description Background: Papillary thyroid carcinoma (PTC) is a common endocrine neoplasm with a recent increase in incidence in many countries. Although PTC has been explored by gene expression and DNA methylation studies, the regulatory mechanisms of the methylation on the gene expression was poorly clarified. In this study, DNA methylation profile (Illumina HumanMethylation 450K) of 41 PTC paired with non-neoplastic adjacent tissues (NT) was carried out to identify and contribute to the elucidation of the role of novel genic and intergenic regions beyond those described in the promoter and CpG islands (CGI). An integrative and cross-validation analysis were performed aiming to identify molecular drivers and pathways that are PTC-related. Results: The comparisons between PTC and NT revealed 4995 methylated probes (88% hypomethylated in PTC) and 1446 differentially expressed transcripts cross-validated by the The Cancer Genome Atlas data. The majority of these probes was found in non-promoters regions, distant from CGI and enriched by enhancers. The integrative analysis between gene expression and DNA methylation revealed 185 and 38 genes (mainly in the promoter and body regions, respectively) with negative and positive correlation, respectively. Genes showing negative correlation underlined FGF and retinoic acid signaling as critical canonical pathways disrupted by DNA methylation in PTC. BRAF mutation was detected in 68% (28 of 41) of the tumors, which presented a higher level of demethylation (95% hypomethylated probes) compared with BRAF wild-type tumors. A similar integrative analysis uncovered 40 of 254 differentially expressed genes, which are potentially regulated by DNA methylation in BRAFV600E-positive tumors. The methylation and expression pattern of six selected genes (ERBB3, FGF1, FGFR2, GABRB2, HMGA2, and RDH5) were confirmed as altered by pyrosequencing and RT-qPCR. Conclusions: DNA methylation loss in non-promoter, poor CGI and enhancer-enriched regions was a significant event in PTC, especially in tumors harboring BRAFV600E. In addition to the promoter region, gene body and 3’UTR methylation have also the potential to influence the gene expression levels (both, repressing and inducing). The integrative analysis revealed genes potentially regulated by DNA methylation pointing out potential drivers and biomarkers related to PTC development.
publishDate 2017
dc.date.none.fl_str_mv 2017-05-02
2018-12-11T17:11:41Z
2018-12-11T17:11:41Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1186/s13148-017-0346-2
Clinical Epigenetics, v. 9, n. 1, 2017.
1868-7083
1868-7075
http://hdl.handle.net/11449/174554
10.1186/s13148-017-0346-2
2-s2.0-85019044916
2-s2.0-85019044916.pdf
url http://dx.doi.org/10.1186/s13148-017-0346-2
http://hdl.handle.net/11449/174554
identifier_str_mv Clinical Epigenetics, v. 9, n. 1, 2017.
1868-7083
1868-7075
10.1186/s13148-017-0346-2
2-s2.0-85019044916
2-s2.0-85019044916.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Clinical Epigenetics
2,435
2,435
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv repositoriounesp@unesp.br
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