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Genes Controlled by DNA Methylation Are Involved in Wilms Tumor Progression
To identify underlying mechanisms involved with metastasis formation in Wilms tumors (WTs), we performed comprehensive DNA methylation and gene expression analyses of matched normal kidney (NK), WT blastemal component, and metastatic tissues (MT) from patients treated under SIOP 2001 protocol. A lin...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6721649/ https://www.ncbi.nlm.nih.gov/pubmed/31426508 http://dx.doi.org/10.3390/cells8080921 |
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author | Guerra, João Victor da Silva Pereira, Bruna Maria de Sá da Cruz, Jéssica Gonçalves Vieira Scherer, Nicole de Miranda Furtado, Carolina Montalvão de Azevedo, Rafaela de Oliveira, Paulo Sergio Lopes Faria, Paulo Boroni, Mariana de Camargo, Beatriz Maschietto, Mariana |
author_facet | Guerra, João Victor da Silva Pereira, Bruna Maria de Sá da Cruz, Jéssica Gonçalves Vieira Scherer, Nicole de Miranda Furtado, Carolina Montalvão de Azevedo, Rafaela de Oliveira, Paulo Sergio Lopes Faria, Paulo Boroni, Mariana de Camargo, Beatriz Maschietto, Mariana |
author_sort | Guerra, João Victor da Silva |
collection | PubMed |
description | To identify underlying mechanisms involved with metastasis formation in Wilms tumors (WTs), we performed comprehensive DNA methylation and gene expression analyses of matched normal kidney (NK), WT blastemal component, and metastatic tissues (MT) from patients treated under SIOP 2001 protocol. A linear Bayesian framework model identified 497 differentially methylated positions (DMPs) between groups that discriminated NK from WT, but MT samples were divided in two groups. Accordingly, methylation variance grouped NK and three MT samples tightly together and all WT with four MT samples that showed high variability. WT were hypomethylated compared to NK, and MT had a hypermethylated pattern compared to both groups. The methylation patterns were in agreement with methylases and demethylases expression. Methylation data pointed to the existence of two groups of metastases. While hierarchical clustering analysis based on the expression of all 2569 differentially expressed genes (DEGs) discriminated WT and MT from all NK samples, the hierarchical clustering based on the expression of 44 genes with a differentially methylated region (DMR) located in their promoter region revealed two groups: one containing all NKs and three MTs and one containing all WT and four MTs. Methylation changes might be controlling expression of genes associated with WT progression. The 44 genes are candidates to be further explored as a signature for metastasis formation in WT. |
format | Online Article Text |
id | pubmed-6721649 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-67216492019-09-10 Genes Controlled by DNA Methylation Are Involved in Wilms Tumor Progression Guerra, João Victor da Silva Pereira, Bruna Maria de Sá da Cruz, Jéssica Gonçalves Vieira Scherer, Nicole de Miranda Furtado, Carolina Montalvão de Azevedo, Rafaela de Oliveira, Paulo Sergio Lopes Faria, Paulo Boroni, Mariana de Camargo, Beatriz Maschietto, Mariana Cells Article To identify underlying mechanisms involved with metastasis formation in Wilms tumors (WTs), we performed comprehensive DNA methylation and gene expression analyses of matched normal kidney (NK), WT blastemal component, and metastatic tissues (MT) from patients treated under SIOP 2001 protocol. A linear Bayesian framework model identified 497 differentially methylated positions (DMPs) between groups that discriminated NK from WT, but MT samples were divided in two groups. Accordingly, methylation variance grouped NK and three MT samples tightly together and all WT with four MT samples that showed high variability. WT were hypomethylated compared to NK, and MT had a hypermethylated pattern compared to both groups. The methylation patterns were in agreement with methylases and demethylases expression. Methylation data pointed to the existence of two groups of metastases. While hierarchical clustering analysis based on the expression of all 2569 differentially expressed genes (DEGs) discriminated WT and MT from all NK samples, the hierarchical clustering based on the expression of 44 genes with a differentially methylated region (DMR) located in their promoter region revealed two groups: one containing all NKs and three MTs and one containing all WT and four MTs. Methylation changes might be controlling expression of genes associated with WT progression. The 44 genes are candidates to be further explored as a signature for metastasis formation in WT. MDPI 2019-08-17 /pmc/articles/PMC6721649/ /pubmed/31426508 http://dx.doi.org/10.3390/cells8080921 Text en © 2019 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 Guerra, João Victor da Silva Pereira, Bruna Maria de Sá da Cruz, Jéssica Gonçalves Vieira Scherer, Nicole de Miranda Furtado, Carolina Montalvão de Azevedo, Rafaela de Oliveira, Paulo Sergio Lopes Faria, Paulo Boroni, Mariana de Camargo, Beatriz Maschietto, Mariana Genes Controlled by DNA Methylation Are Involved in Wilms Tumor Progression |
title | Genes Controlled by DNA Methylation Are Involved in Wilms Tumor Progression |
title_full | Genes Controlled by DNA Methylation Are Involved in Wilms Tumor Progression |
title_fullStr | Genes Controlled by DNA Methylation Are Involved in Wilms Tumor Progression |
title_full_unstemmed | Genes Controlled by DNA Methylation Are Involved in Wilms Tumor Progression |
title_short | Genes Controlled by DNA Methylation Are Involved in Wilms Tumor Progression |
title_sort | genes controlled by dna methylation are involved in wilms tumor progression |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6721649/ https://www.ncbi.nlm.nih.gov/pubmed/31426508 http://dx.doi.org/10.3390/cells8080921 |
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