Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomas
Autor(a) principal: | |
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Data de Publicação: | 2017 |
Outros Autores: | , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1186/s13148-017-0346-2 http://hdl.handle.net/11449/174554 |
Resumo: | 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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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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1834483891715440640 |