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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...

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

Tags

  • breast
  • breast cancer
  • cancer
  • disease

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