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DNA methylation associates with survival in non-metastatic clear cell renal cell carcinoma
BACKGROUND: Clear cell renal cell carcinoma (ccRCC) is the most common subtype among renal cancer and is associated with poor prognosis if metastasized. Up to one third of patients with local disease at diagnosis will develop metastasis after nephrectomy, and there is a need for new molecular marker...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6332661/ https://www.ncbi.nlm.nih.gov/pubmed/30642274 http://dx.doi.org/10.1186/s12885-019-5291-3 |
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author | Evelönn, Emma Andersson Landfors, Mattias Haider, Zahra Köhn, Linda Ljungberg, Börje Roos, Göran Degerman, Sofie |
author_facet | Evelönn, Emma Andersson Landfors, Mattias Haider, Zahra Köhn, Linda Ljungberg, Börje Roos, Göran Degerman, Sofie |
author_sort | Evelönn, Emma Andersson |
collection | PubMed |
description | BACKGROUND: Clear cell renal cell carcinoma (ccRCC) is the most common subtype among renal cancer and is associated with poor prognosis if metastasized. Up to one third of patients with local disease at diagnosis will develop metastasis after nephrectomy, and there is a need for new molecular markers to identify patients with high risk of tumor progression. In the present study, we performed genome-wide promoter DNA methylation analysis at diagnosis to identify DNA methylation profiles associated with risk for progress. METHOD: Diagnostic tissue samples from 115 ccRCC patients were analysed by Illumina HumanMethylation450K arrays and methylation status of 155,931 promoter associated CpGs were related to genetic aberrations, gene expression and clinicopathological parameters. RESULTS: The ccRCC samples separated into two clusters (cluster A/B) based on genome-wide promoter methylation status. The samples in these clusters differed in tumor diameter (p < 0.001), TNM stage (p < 0.001), morphological grade (p < 0.001), and patients outcome (5 year cancer specific survival (pCSS(5yr)) p < 0.001 and cumulative incidence of progress (pCIP(5yr)) p < 0.001. An integrated genomic and epigenomic analysis in the ccRCCs, revealed significant correlations between the total number of genetic aberrations and total number of hypermethylated CpGs (R = 0.435, p < 0.001), and predicted mitotic age (R = 0.407, p < 0.001). We identified a promoter methylation classifier (PMC) panel consisting of 172 differently methylated CpGs accompanying progress of disease. Classifying non-metastatic patients using the PMC panel showed that PMC high tumors had a worse prognosis compared with the PMC low tumors (pCIP(5yr) 38% vs. 8%, p = 0.001), which was confirmed in non-metastatic ccRCCs in the publically available TCGA-KIRC dataset (pCIP(5yr) 39% vs. 16%, p < 0.001). CONCLUSION: DNA methylation analysis at diagnosis in ccRCC has the potential to improve outcome-prediction in non-metastatic patients at diagnosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12885-019-5291-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6332661 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63326612019-01-16 DNA methylation associates with survival in non-metastatic clear cell renal cell carcinoma Evelönn, Emma Andersson Landfors, Mattias Haider, Zahra Köhn, Linda Ljungberg, Börje Roos, Göran Degerman, Sofie BMC Cancer Research Article BACKGROUND: Clear cell renal cell carcinoma (ccRCC) is the most common subtype among renal cancer and is associated with poor prognosis if metastasized. Up to one third of patients with local disease at diagnosis will develop metastasis after nephrectomy, and there is a need for new molecular markers to identify patients with high risk of tumor progression. In the present study, we performed genome-wide promoter DNA methylation analysis at diagnosis to identify DNA methylation profiles associated with risk for progress. METHOD: Diagnostic tissue samples from 115 ccRCC patients were analysed by Illumina HumanMethylation450K arrays and methylation status of 155,931 promoter associated CpGs were related to genetic aberrations, gene expression and clinicopathological parameters. RESULTS: The ccRCC samples separated into two clusters (cluster A/B) based on genome-wide promoter methylation status. The samples in these clusters differed in tumor diameter (p < 0.001), TNM stage (p < 0.001), morphological grade (p < 0.001), and patients outcome (5 year cancer specific survival (pCSS(5yr)) p < 0.001 and cumulative incidence of progress (pCIP(5yr)) p < 0.001. An integrated genomic and epigenomic analysis in the ccRCCs, revealed significant correlations between the total number of genetic aberrations and total number of hypermethylated CpGs (R = 0.435, p < 0.001), and predicted mitotic age (R = 0.407, p < 0.001). We identified a promoter methylation classifier (PMC) panel consisting of 172 differently methylated CpGs accompanying progress of disease. Classifying non-metastatic patients using the PMC panel showed that PMC high tumors had a worse prognosis compared with the PMC low tumors (pCIP(5yr) 38% vs. 8%, p = 0.001), which was confirmed in non-metastatic ccRCCs in the publically available TCGA-KIRC dataset (pCIP(5yr) 39% vs. 16%, p < 0.001). CONCLUSION: DNA methylation analysis at diagnosis in ccRCC has the potential to improve outcome-prediction in non-metastatic patients at diagnosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12885-019-5291-3) contains supplementary material, which is available to authorized users. BioMed Central 2019-01-14 /pmc/articles/PMC6332661/ /pubmed/30642274 http://dx.doi.org/10.1186/s12885-019-5291-3 Text en © The Author(s). 2019 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 Article Evelönn, Emma Andersson Landfors, Mattias Haider, Zahra Köhn, Linda Ljungberg, Börje Roos, Göran Degerman, Sofie DNA methylation associates with survival in non-metastatic clear cell renal cell carcinoma |
title | DNA methylation associates with survival in non-metastatic clear cell renal cell carcinoma |
title_full | DNA methylation associates with survival in non-metastatic clear cell renal cell carcinoma |
title_fullStr | DNA methylation associates with survival in non-metastatic clear cell renal cell carcinoma |
title_full_unstemmed | DNA methylation associates with survival in non-metastatic clear cell renal cell carcinoma |
title_short | DNA methylation associates with survival in non-metastatic clear cell renal cell carcinoma |
title_sort | dna methylation associates with survival in non-metastatic clear cell renal cell carcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6332661/ https://www.ncbi.nlm.nih.gov/pubmed/30642274 http://dx.doi.org/10.1186/s12885-019-5291-3 |
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