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Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomas
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....
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5414166/ https://www.ncbi.nlm.nih.gov/pubmed/28469731 http://dx.doi.org/10.1186/s13148-017-0346-2 |
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author | Beltrami, Caroline Moraes dos Reis, Mariana Bisarro Barros-Filho, Mateus Camargo Marchi, Fabio Albuquerque Kuasne, Hellen Pinto, Clóvis Antônio Lopes Ambatipudi, Srikant Herceg, Zdenko Kowalski, Luiz Paulo Rogatto, Silvia Regina |
author_facet | Beltrami, Caroline Moraes dos Reis, Mariana Bisarro Barros-Filho, Mateus Camargo Marchi, Fabio Albuquerque Kuasne, Hellen Pinto, Clóvis Antônio Lopes Ambatipudi, Srikant Herceg, Zdenko Kowalski, Luiz Paulo Rogatto, Silvia Regina |
author_sort | Beltrami, Caroline Moraes |
collection | PubMed |
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. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13148-017-0346-2) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5414166 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-54141662017-05-03 Integrated data analysis reveals potential drivers and pathways disrupted by DNA methylation in papillary thyroid carcinomas Beltrami, Caroline Moraes dos Reis, Mariana Bisarro Barros-Filho, Mateus Camargo Marchi, Fabio Albuquerque Kuasne, Hellen Pinto, Clóvis Antônio Lopes Ambatipudi, Srikant Herceg, Zdenko Kowalski, Luiz Paulo Rogatto, Silvia Regina Clin Epigenetics Research 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. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13148-017-0346-2) contains supplementary material, which is available to authorized users. BioMed Central 2017-05-02 /pmc/articles/PMC5414166/ /pubmed/28469731 http://dx.doi.org/10.1186/s13148-017-0346-2 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Beltrami, Caroline Moraes dos Reis, Mariana Bisarro Barros-Filho, Mateus Camargo Marchi, Fabio Albuquerque Kuasne, Hellen Pinto, Clóvis Antônio Lopes Ambatipudi, Srikant Herceg, Zdenko Kowalski, Luiz Paulo Rogatto, Silvia Regina 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 |
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_short | 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 |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5414166/ https://www.ncbi.nlm.nih.gov/pubmed/28469731 http://dx.doi.org/10.1186/s13148-017-0346-2 |
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