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100+ datasets found
  1. e

    Genome-wide DNA methylation analysis of breast cancer

    • ebi.ac.uk
    Updated Feb 28, 2016
  2. f

    Data from: Integrative analysis identifies potential DNA methylation...

    • tandf.figshare.com
    docx
    Updated Feb 16, 2024
  3. o

    Data from: DNA methylation screening identifies driver epigenetic events of...

    • omicsdi.org
    xml
    Updated Mar 16, 2012
    + more versions
  4. Data from: Partially methylated domains are hypervariable in breast cancer...

    • zenodo.org
    • lifesciences.datastations.nl
    • +1more
    zip
    Updated Jan 24, 2020
    + more versions
  5. N

    DNA methylation landscape and transcriptome of tumor-associated macrophages...

    • data.niaid.nih.gov
    Updated Feb 3, 2023
  6. s

    Data from: DNA methylation signatures predict cytogenetic subtype and...

    • figshare.scilifelab.se
    xlsx
    Updated Jan 15, 2025
  7. Data from: Distinct chromatin signatures of DNA hypomethylation in aging and...

    • zenodo.org
    bin, pdf, xls
    Updated Aug 2, 2024
  8. f

    Table_5_Co-occurrence and Mutual Exclusivity Analysis of DNA Methylation...

    • frontiersin.figshare.com
    xlsx
    Updated Jun 10, 2023
    + more versions
  9. s

    MethyCancer

    • scicrunch.org
    • dknet.org
    • +2more
    Updated Jan 15, 2008
  10. o

    Data from: Array-based DNA methylation profiling for breast cancer subtype...

    • omicsdi.org
    • figshare.com
    Updated Jul 10, 2021
  11. o

    DNA methylation profiling in the Carolina Breast Cancer Study

    • omicsdi.org
    xml
    Updated Jan 1, 2017
    + more versions
  12. Data from: DNA methylation combinations in adjacent normal colon tissue...

    • data.niaid.nih.gov
    • datadryad.org
    • +2more
    zip
    Updated Mar 4, 2016
  13. e

    DNA methylation analysis of pancreatic cancer and non-malignant pancreas...

    • ebi.ac.uk
    • omicsdi.org
    Updated Oct 31, 2012
    + more versions
  14. E

    Data from: DNA methylation database for gynecological cancer detection,...

    • ega-archive.org
  15. Data from: Conservation of aging and cancer epigenetic signatures across...

    • zenodo.org
    bin, zip
    Updated Mar 17, 2021
  16. e

    DNA methylation profiling of glioblastoma cancer stem cells

    • ebi.ac.uk
    • omicsdi.org
    Updated May 27, 2013
    + more versions
  17. f

    Table1_Pan-Cancer DNA Methylation Analysis and Tumor Origin Identification...

    • frontiersin.figshare.com
    xlsx
    Updated May 31, 2023
    + more versions
  18. f

    DataSheet1_A Novel Gene Prognostic Signature Based on Differential DNA...

    • frontiersin.figshare.com
    zip
    Updated Jun 8, 2023
  19. Data from: Comprehensive analysis of gene expression and DNA methylation...

    • scielo.figshare.com
    jpeg
    Updated Feb 12, 2024
  20. f

    Table2_Discovered Key CpG Sites by Analyzing DNA Methylation and Gene...

    • figshare.com
    xlsx
    Updated Jun 8, 2023
    + more versions
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Markus Ringner; Markus Ringnér; Karolina Holm; Johan Staaf; Göran Jönsson (2016). Genome-wide DNA methylation analysis of breast cancer [Dataset]. https://www.ebi.ac.uk/arrayexpress/experiments/E-GEOD-75067

Genome-wide DNA methylation analysis of breast cancer

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12 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Feb 28, 2016
Authors
Markus Ringner; Markus Ringnér; Karolina Holm; Johan Staaf; Göran Jönsson
Description

Aberrant DNA methylation is frequently observed in breast cancer. However, the relationship between methylation patterns and the heterogeneity of breast cancer has not been comprehensively characterized. Whole-genome DNA methylation analysis using 450K Illumina BeadArrays was performed on 188 human breast tumors. Unsupervised bootstrap consensus clustering was performed to identify DNA methylation epigenetic subgroups (epitypes). The Cancer Genome Atlas data, incluing methylation profiles of 669 human breast tumors, was utilized for validation. The identified epitypes were characterized by integration with publicly available genome-wide data, including gene expression levels, DNA copy numbers, whole-exome sequencing data, and chromatin states. We identified seven breast cancer epitypes. One epitype was distinctly associated with basal-like tumors and with BRCA1 mutations, one epitype contained a subset of ERBB2-amplified tumors characterized by multiple additional amplifications and the most complex genomes, and one epitype displayed a methylation profile similar to normal epithelial cells. Luminal tumors were stratified into the remaining four epitypes, with differences in promoter hypermethylation, global hypomethylation, proliferative rates and genomic instability. We observed two dominant patterns of aberrant methylation in breast cancer. One pattern, constitutively methylated in both basal-like and luminal breast cancer, was linked to genes with promoters in a Polycomb-repressed state in normal epithelial cells and displayed no correlation to gene expression levels. The second pattern correlated with gene expression levels and was associated with methylation in luminal tumors and genes with active promoters in normal epithelial cells. Our results suggest that hypermethylation patterns in basal-like breast cancer may have limited influence on tumor progression and instead reflects the repressed chromatin state of the tissue of origin. On the contrary, hypermethylation patterns specific to luminal breast cancer influence gene expression, may contribute to tumor progression, and may present an actionable epigenetic alteration in some luminal breast cancers. Genome-wide DNA methylation analysis of 188 breast cancers using Illumina Human Methylation 450K Beadchips.

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