BioGPS
  • Home
  • Help
  • Plugins
  • Datasets
  • Sign Up
  • Login
Examples: Gene Symbol(s), Gene Ontology, Splicing plugins, Melanoma datasets
advanced
Home › Dataset Library › Epigenetic portraits of human breast cancers (expression data)

Dataset: Epigenetic portraits of human breast cancers (expression data)

Breast cancer is a molecularly, biologically and clinically heterogeneous group of disorders. Understanding this diversity is essential...

Registered by ArrayExpress Uploader
View Dataset

Breast cancer is a molecularly, biologically and clinically heterogeneous group of disorders. Understanding this diversity is essential to improving diagnosis and optimising treatment. Both genetic and acquired epigenetic abnormalities participate in cancer, but information is scant on the involvement of the epigenome in breast cancer and its contribution to the complexity of the disease. Here we used the Infinium Methylation Platform to profile at single-CpG resolution (over 14,000 genes interrogated) the methylomes of 119 breast tumours. It emerges that many genes whose expression is linked to the ER status are epigenetically controlled (or/ we show that the two major phenotypes of breast cancers determined by ER status are widely involving epigenetic regulatory mechanisms), offering the prospect of a novel approach to treating ER-positive tumours. We have distinguished methylation-profile-based tumour clusters, some coinciding with known “expression subtypes” but also new entities that may provide a meaningful basis for refining breast tumour typology. We show that methylation patterns may reflect the cellular origins of tumours. Having highlighted an unexpectedly strong epigenetic component in the regulation of key immune pathways, we show that a set of immune genes have high prognostic value in specific tumour categories. By laying the ground for better understanding of breast cancer heterogeneity and improved tumour taxonomy, the precise epigenetic portraits drawn here should contribute to better management of breast cancer patients. 92 bgene expression profiling reast cancer patients. Study of epigenetic variation (methylation) linked to gene expression. No replicate, no reference sample. Two samples (Breast tumor from patient P_64 and Normal breast tissue N6) were of poor quality and were not processed for a final of 90 gene expression Samples.

Species:
human

Samples:
90

Source:
E-GEOD-20711

PubMed:
21910250

Updated:
Dec.12, 2014

Registered:
Sep.15, 2014


Factors: (via ArrayExpress)
Sample NODE METHYLATION BARCODE AGE (BIN) T.OS E.OS T.RFS SUBTYPEIHC SUBTYPEGE GRADE E.RFS SIZE (BIN) ER STATUS HER2 STATUS
GSM519722 1.0 4690141010_D 1.0 8.28 0.0 0.93 HER2 HER2+ 3.0 1.0 1.0 0.0 1.0
GSM519723 1.0 4690141010_J 1.0 3.39 1.0 1.22 HER2 HER2+ 3.0 1.0 1.0 0.0 1.0
GSM519724 0.0 4690141011_A 1.0 8.64 0.0 8.64 HER2 HER2+ 3.0 0.0 1.0 0.0 1.0
GSM519725 1.0 4690141010_I 0.0 8.4 0.0 8.4 LumB LumB 3.0 0.0 1.0 1.0 0.0
GSM519726 0.0 4690141011_E 0.0 7.21 0.0 7.21 HER2 basal 3.0 0.0 0.0 0.0 1.0
GSM519727 1.0 4690141010_K 1.0 8.19 0.0 7.01 basal basal 3.0 1.0 0.0 0.0 0.0
GSM519728 1.0 4690141013_D 1.0 2.52 1.0 2.12 HER2 HER2+ 3.0 0.0 1.0 0.0 1.0
GSM519729 1.0 4690141010_E 1.0 8.32 0.0 8.32 basal basal 3.0 0.0 0.0 0.0 0.0
GSM519730 1.0 4690141010_L 0.0 8.82 0.0 8.82 LumB LumB 3.0 0.0 1.0 1.0 0.0
GSM51973 0.0 4690141011_B 1.0 9.03 0.0 9.03 LumB LumB 3.0 0.0 0.0 1.0 0.0
GSM519732 0.0 4690141011_F 0.0 8.98 0.0 8.98 LumB LumB 3.0 0.0 0.0 1.0 0.0
GSM519733 0.0 4690141013_C 1.0 7.61 0.0 7.61 LumB LumB 3.0 0.0 1.0 1.0 0.0
GSM519734 1.0 4690141011_D 1.0 9.45 0.0 9.45 basal basal 3.0 0.0 0.0 0.0 0.0
GSM519735 1.0 4690141013_J 1.0 9.32 0.0 4.28 LumB LumA 3.0 1.0 1.0 1.0 0.0
GSM519736 1.0 4690141010_H 1.0 6.07 0.0 6.07 LumA LumA 1.0 0.0 1.0 1.0 0.0
GSM519737 0.0 4690141011_H 1.0 4.07 1.0 2.56 basal LumB 3.0 1.0 0.0 0.0 0.0
GSM519738 1.0 4690141024_E 1.0 8.84 0.0 8.84 LumB basal 3.0 0.0 0.0 1.0 0.0
GSM519739 0.0 4690141024_J 0.0 8.03 0.0 8.03 LumB LumA 3.0 0.0 0.0 1.0 0.0
GSM519740 1.0 4690141013_H 1.0 1.85 0.0 1.85 HER2 HER2+ 3.0 0.0 1.0 1.0 1.0
GSM51974 1.0 4690141011_J 0.0 4.99 1.0 0.51 basal basal 3.0 1.0 0.0 0.0 0.0
GSM519742 1.0 4690141047_D 1.0 5.72 0.0 5.72 LumB LumB 3.0 0.0 1.0 1.0 0.0
GSM519743 0.0 4690141047_H 1.0 7.44 0.0 7.44 LumB LumB 3.0 0.0 0.0 1.0 0.0
GSM519744 1.0 4690141047_J 1.0 4.48 0.0 4.48 LumB LumA 3.0 0.0 0.0 1.0 0.0
GSM519745 0.0 4690141013_E 0.0 7.37 0.0 3.34 basal basal 3.0 1.0 0.0 0.0 0.0
GSM519746 1.0 4690141013_I 1.0 7.81 0.0 0.0 basal basal 3.0 1.0 1.0 0.0 0.0
GSM519747 1.0 4690141013_L 1.0 7.84 0.0 7.84 basal basal 3.0 0.0 0.0 0.0 0.0
GSM519748 1.0 4690141048_K 1.0 3.77 1.0 2.05 LumB LumB 3.0 1.0 1.0 1.0 0.0
GSM519749 1.0 4690141013_K 1.0 5.28 1.0 3.38 HER2 HER2+ 3.0 1.0 1.0 1.0 1.0
GSM519750 1.0 4690141049_B 1.0 8.39 0.0 8.39 LumB LumB 3.0 0.0 0.0 1.0 0.0
GSM51975 1.0 4690141024_B 0.0 7.63 0.0 0.0 HER2 HER2+ 3.0 1.0 1.0 0.0 1.0
GSM519752 1.0 4690141049_F 1.0 1.52 1.0 1.4 LumB LumB 3.0 0.0 1.0 1.0 0.0
GSM519753 0.0 4690141024_G 1.0 7.16 0.0 7.16 basal basal 3.0 0.0 0.0 0.0 0.0
GSM519754 1.0 4690141074_E 0.0 7.23 0.0 3.9 LumB LumB 3.0 1.0 1.0 1.0 0.0
GSM519755 0.0 4690141074_I 1.0 6.71 0.0 6.71 LumB basal 3.0 0.0 0.0 1.0 0.0
GSM519756 1.0 4690141024_F 1.0 6.36 0.0 6.36 HER2 HER2+ 3.0 0.0 0.0 1.0 1.0
GSM519757 0.0 4690141047_B 1.0 6.55 0.0 5.01 basal basal 3.0 1.0 0.0 0.0 0.0
GSM519758 1.0 4690141024_K 0.0 4.98 1.0 3.37 HER2 LumA 3.0 1.0 0.0 0.0 1.0
GSM519759 1.0 4690141047_F 0.0 6.2 0.0 6.2 basal basal 3.0 0.0 1.0 0.0 0.0
GSM519760 0.0 4690141047_I 0.0 6.21 0.0 6.21 basal basal 3.0 0.0 0.0 0.0 0.0
GSM51976 1.0 4690141048_A 1.0 5.56 1.0 1.47 basal LumA 3.0 1.0 0.0 0.0 0.0
GSM519762 0.0 4690141024_H 0.0 6.83 0.0 6.83 LumA LumA 1.0 0.0 1.0 1.0 0.0
GSM519763 1.0 4690141075_E 1.0 7.08 0.0 4.58 LumB LumA 3.0 1.0 0.0 1.0 0.0
GSM519764 1.0 4690141047_C 0.0 6.45 1.0 2.63 HER2 basal 3.0 1.0 0.0 1.0 1.0
GSM519765 0.0 4690141048_F 1.0 6.22 0.0 6.22 basal LumA 3.0 0.0 0.0 0.0 0.0
GSM519767 1.0 4690141047_K 0.0 1.97 1.0 0.56 HER2 HER2+ 3.0 0.0 1.0 1.0 1.0
GSM519768 0.0 4690141048_J 0.0 14.08 0.0 14.08 basal basal 2.0 0.0 1.0 0.0 0.0
GSM519769 0.0 4690141048_D 1.0 6.17 0.0 6.17 HER2 HER2+ 3.0 0.0 0.0 1.0 1.0
GSM519770 1.0 4690141075_I 1.0 2.97 1.0 0.08 LumB LumA 3.0 1.0 1.0 1.0 0.0
GSM51977 1.0 4690141076_D 0.0 12.8 0.0 7.46 LumB LumB 3.0 1.0 0.0 0.0 0.0
GSM519772 0.0 4690141047_A 0.0 5.95 0.0 5.95 LumA LumB 1.0 0.0 0.0 1.0 0.0
GSM519773 1.0 4690141076_H 1.0 4.58 1.0 1.69 LumB LumB 3.0 1.0 1.0 1.0 0.0
GSM519774 0.0 4690141049_D 1.0 5.74 0.0 5.74 basal basal 3.0 0.0 1.0 0.0 0.0
GSM519775 1.0 4690141049_H 1.0 4.52 0.0 4.43 basal LumB 3.0 1.0 1.0 0.0 0.0
GSM519776 1.0 4690141048_I 0.0 6.12 0.0 6.12 HER2 LumB 3.0 0.0 1.0 1.0 1.0
GSM519777 0.0 4690141048_L 1.0 1.58 1.0 1.08 HER2 HER2+ 3.0 1.0 1.0 0.0 1.0
GSM519778 1.0 4690141049_C 0.0 5.43 0.0 5.43 HER2 HER2+ 3.0 0.0 1.0 0.0 1.0
GSM519779 0.0 4690141049_L 1.0 5.33 1.0 2.05 basal basal 3.0 1.0 0.0 0.0 0.0
GSM519780 0.0 4690141074_C 0.0 7.08 0.0 2.42 basal LumA 2.0 1.0 0.0 0.0 0.0
GSM51978 1.0 4690141074_B 1.0 13.96 0.0 13.96 HER2 HER2+ 2.0 0.0 1.0 nan 1.0
GSM519782 1.0 4690141074_F 0.0 13.39 0.0 13.39 HER2 HER2+ 3.0 0.0 0.0 0.0 1.0
GSM519783 1.0 4690141076_J 1.0 7.93 0.0 5.92 LumB LumB 3.0 1.0 1.0 1.0 0.0
GSM519784 1.0 4690141074_J 1.0 7.42 1.0 3.82 basal LumB 3.0 0.0 0.0 0.0 0.0
GSM519785 1.0 4690141074_K 1.0 5.89 1.0 2.09 HER2 HER2+ 2.0 1.0 1.0 0.0 1.0
GSM519786 1.0 4690141075_B 0.0 11.32 1.0 8.67 HER2 HER2+ 3.0 1.0 1.0 0.0 1.0
GSM519787 1.0 4690141075_C 1.0 1.92 1.0 1.48 basal basal 3.0 1.0 1.0 0.0 0.0
GSM519788 0.0 4690141049_A 0.0 6.38 0.0 6.38 LumA LumA 1.0 0.0 0.0 1.0 0.0
GSM519789 0.0 4690141049_E 1.0 5.96 0.0 5.96 LumA LumA 1.0 0.0 0.0 1.0 0.0
GSM519790 0.0 4690141049_I 1.0 13.45 0.0 13.45 LumA LumA 1.0 0.0 0.0 1.0 0.0
GSM51979 0.0 4690141074_D 1.0 7.9 0.0 7.9 LumA LumA 1.0 0.0 0.0 1.0 0.0
GSM519792 1.0 4690141075_F 1.0 13.42 0.0 13.42 HER2 basal 3.0 0.0 1.0 0.0 1.0
GSM519793 1.0 4690141075_G 0.0 13.27 0.0 13.27 basal LumA 2.0 0.0 1.0 0.0 0.0
GSM519794 0.0 4690141076_A 0.0 8.74 0.0 8.74 basal LumB 3.0 0.0 1.0 0.0 0.0
GSM519795 1.0 4690141075_D 1.0 5.36 0.0 5.36 LumA LumA 1.0 0.0 0.0 1.0 0.0
GSM519796 1.0 4690141077_I 1.0 12.41 0.0 9.19 LumB LumA 3.0 1.0 0.0 1.0 0.0
GSM519797 1.0 4690141075_J 1.0 0.87 1.0 0.74 HER2 HER2+ 3.0 1.0 1.0 0.0 1.0
GSM519798 1.0 4690141075_H 1.0 7.92 1.0 6.48 LumA LumA 1.0 1.0 1.0 1.0 0.0
GSM519799 1.0 4690141076_E 0.0 10.82 0.0 10.22 HER2 HER2+ 3.0 1.0 0.0 0.0 1.0
GSM519800 1.0 4690141076_I 1.0 1.21 0.0 3.94 HER2 HER2+ 3.0 1.0 1.0 0.0 1.0
GSM51980 1.0 4690141076_F 1.0 4.89 1.0 2.56 basal LumB 3.0 1.0 0.0 0.0 0.0
GSM519802 1.0 4690141076_L 1.0 9.78 0.0 9.78 basal basal 3.0 0.0 0.0 0.0 0.0
GSM519803 1.0 4690141077_F 1.0 4.69 1.0 4.25 basal LumB 3.0 1.0 0.0 0.0 0.0
GSM519804 1.0 4690141076_B 1.0 9.99 0.0 9.99 LumA LumA 1.0 0.0 1.0 1.0 0.0
GSM519805 1.0 4690141077_A 1.0 5.58 0.0 2.65 HER2 HER2+ 3.0 1.0 1.0 1.0 1.0
GSM519806 1.0 4690141077_E 1.0 3.55 1.0 0.64 HER2 HER2+ 3.0 1.0 0.0 0.0 1.0
GSM519807 0.0 4690141076_G 1.0 5.18 1.0 3.75 LumA LumA 1.0 1.0 0.0 1.0 0.0
GSM519808 0.0 4690141077_J 1.0 6.19 0.0 6.19 basal basal 3.0 0.0 0.0 0.0 0.0
GSM519809 1.0 4690141077_C 1.0 6.11 0.0 6.11 LumA LumA 1.0 0.0 0.0 1.0 0.0
GSM519810 1.0 4690141077_G 1.0 6.1 0.0 0.01 LumA LumA 1.0 1.0 1.0 1.0 0.0
GSM5198 nan 4690141010_F nan nan nan nan normal nan nan nan nan nan nan
GSM519812 nan 4690141011_I nan nan nan nan normal nan nan nan nan nan nan

Tags

  • breast
  • breast cancer
  • cancer
  • disease

Other Formats

JSON    XML
  • About
  • Blog
  • Help
  • FAQ
  • Downloads
  • API
  • iPhone App
  • Email updates
© 2026 The Scripps Research Institute. All rights reserved. (ver 94eefe6 )
  • Terms of Use