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PMID: 17925008 Published · ppublish English Comparative Study Journal Article Research Support, Non-U.S. Gov't

High-resolution aCGH and expression profiling identifies a novel genomic subtype of ER negative breast cancer.

Genome biology ·Vol. 8 ·No. 10 ·2007-00-00 ·Pages R215

Chin SF, Teschendorff AE, Marioni JC, Wang Y, Barbosa-Morais NL, Thorne NP, Costa JL, Pinder SE, van de Wiel MA, Green AR, Ellis IO, Porter PL, Tavaré S, Brenton JD, Ylstra B, Caldas C

Abstract

The characterization of copy number alteration patterns in breast cancer requires high-resolution genome-wide profiling of a large panel of tumor specimens. To date, most genome-wide array comparative genomic hybridization studies have used tumor panels of relatively large tumor size and high Nottingham Prognostic Index (NPI) that are not as representative of breast cancer demographics. We performed an oligo-array-based high-resolution analysis of copy number alterations in 171 primary breast tumors of relatively small size and low NPI, which was therefore more representative of breast cancer demographics. Hierarchical clustering over the common regions of alteration identified a novel subtype of high-grade estrogen receptor (ER)-negative breast cancer, characterized by a low genomic instability index. We were able to validate the existence of this genomic subtype in one external breast cancer cohort. Using matched array expression data we also identified the genomic regions showing the strongest coordinate expression changes ('hotspots'). We show that several of these hotspots are located in the phosphatome, kinome and chromatinome, and harbor members of the 122-breast cancer CAN-list. Furthermore, we identify frequently amplified hotspots on 8q22.3 (EDD1, WDSOF1), 8q24.11-13 (THRAP6, DCC1, SQLE, SPG8) and 11q14.1 (NDUFC2, ALG8, USP35) associated with significantly worse prognosis. Amplification of any of these regions identified 37 samples with significantly worse overall survival (hazard ratio (HR) = 2.3 (1.3-1.4) p = 0.003) and time to distant metastasis (HR = 2.6 (1.4-5.1) p = 0.004) independently of NPI. We present strong evidence for the existence of a novel subtype of high-grade ER-negative tumors that is characterized by a low genomic instability index. We also provide a genome-wide list of common copy number alteration regions in breast cancer that show strong coordinate aberrant expression, and further identify novel frequently amplified regions that correlate with poor prognosis. Many of the genes associated with these regions represent likely novel oncogenes or tumor suppressors.

MeSH Terms
Breast Neoplasms/classification,genetics Chromosomes, Human, Pair 11/genetics Chromosomes, Human, Pair 8/genetics Female Gene Dosage/genetics Gene Expression Profiling/methods Gene Expression Regulation, Neoplastic Genomic Instability Genomics/methods Humans Nucleic Acid Hybridization/methods Oncogenes/genetics Receptors, Estrogen/metabolism
Chemicals
Receptors, Estrogen
Authors & Affiliations
16 authors, click to expand affiliations / ORCID
Chin Suet F
Breast Cancer Functional Genomics, Cancer Research UK Cambridge Research Institute and Department of Oncology University of Cambridge, Li Ka-Shing Centre, Robinson Way, Cambridge CB2 0RE, UK. sc10021@cam.ac.uk
Teschendorff Andrew E
Marioni John C
Wang Yanzhong
Barbosa-Morais Nuno L
Thorne Natalie P
Costa Jose L
Pinder Sarah E
van de Wiel Mark A
Green Andrew R
Ellis Ian O
Porter Peggy L
Tavaré Simon
Brenton James D
Ylstra Bauke
Caldas Carlos
References (52)
52 references, click to expand
  1. Human and mouse oligonucleotide-based array CGH.
    Nucleic Acids Res. 2005 Dec 16;33(22):e192 PMID: 16361265
  2. Mutation analysis of CBP and PCAF reveals rare inactivating mutations in cancer cell lines but not in primary tumours.
    Br J Cancer. 2002 Nov 4;87(10):1162-5 PMID: 12402157
  3. Breast tumor copy number aberration phenotypes and genomic instability.
    BMC Cancer. 2006 Apr 18;6:96 PMID: 16620391
  4. Molecular portraits of human breast tumours.
    Nature. 2000 Aug 17;406(6797):747-52 PMID: 10963602
  5. Differential expression of selected histone modifier genes in human solid cancers.
    BMC Genomics. 2006 Apr 25;7:90 PMID: 16638127
  6. GOTree Machine (GOTM): a web-based platform for interpreting sets of interesting genes using Gene Ontology hierarchies.
    BMC Bioinformatics. 2004 Feb 18;5:16 PMID: 14975175
  7. Gene-expression profiles to predict distant metastasis of lymph-node-negative primary breast cancer.
    Lancet. 2005 Feb 19-25;365(9460):671-9 PMID: 15721472
  8. Computation of recurrent minimal genomic alterations from array-CGH data.
    Bioinformatics. 2006 Apr 1;22(7):849-56 PMID: 16434445
  9. High-resolution genomic profiles of human lung cancer.
    Proc Natl Acad Sci U S A. 2005 Jul 5;102(27):9625-30 PMID: 15983384
  10. Pvclust: an R package for assessing the uncertainty in hierarchical clustering.
    Bioinformatics. 2006 Jun 15;22(12):1540-2 PMID: 16595560
  11. EMSY links the BRCA2 pathway to sporadic breast and ovarian cancer.
    Cell. 2003 Nov 26;115(5):523-35 PMID: 14651845
  12. The protein kinase complement of the human genome.
    Science. 2002 Dec 6;298(5600):1912-34 PMID: 12471243
  13. Alterations in pancreatic, biliary, and breast carcinomas support MKK4 as a genetically targeted tumor suppressor gene.
    Cancer Res. 1998 Jun 1;58(11):2339-42 PMID: 9622070
  14. Gene expression profiling in breast cancer: understanding the molecular basis of histologic grade to improve prognosis.
    J Natl Cancer Inst. 2006 Feb 15;98(4):262-72 PMID: 16478745
  15. Mutations truncating the EP300 acetylase in human cancers.
    Nat Genet. 2000 Mar;24(3):300-3 PMID: 10700188
  16. Breast cancer classification and prognosis based on gene expression profiles from a population-based study.
    Proc Natl Acad Sci U S A. 2003 Sep 2;100(18):10393-8 PMID: 12917485
  17. Distinct patterns of DNA copy number alteration are associated with different clinicopathological features and gene-expression subtypes of breast cancer.
    Genes Chromosomes Cancer. 2006 Nov;45(11):1033-40 PMID: 16897746
  18. A gene-expression signature to predict survival in breast cancer across independent data sets.
    Oncogene. 2007 Mar 1;26(10):1507-16 PMID: 16936776
  19. Gene Expression Omnibus: NCBI gene expression and hybridization array data repository.
    Nucleic Acids Res. 2002 Jan 1;30(1):207-10 PMID: 11752295
  20. Protein-tyrosine phosphatases and cancer.
    Nat Rev Cancer. 2006 Apr;6(4):307-20 PMID: 16557282
  21. Repeated observation of breast tumor subtypes in independent gene expression data sets.
    Proc Natl Acad Sci U S A. 2003 Jul 8;100(14):8418-23 PMID: 12829800
  22. Gene expression profiling predicts clinical outcome of breast cancer.
    Nature. 2002 Jan 31;415(6871):530-6 PMID: 11823860
  23. High-resolution characterization of the pancreatic adenocarcinoma genome.
    Proc Natl Acad Sci U S A. 2004 Jun 15;101(24):9067-72 PMID: 15199222
  24. Protein tyrosine phosphatases in the human genome.
    Cell. 2004 Jun 11;117(6):699-711 PMID: 15186772
  25. A consensus prognostic gene expression classifier for ER positive breast cancer.
    Genome Biol. 2006;7(10):R101 PMID: 17076897
  26. A 1 Mb minimal amplicon at 8p11-12 in breast cancer identifies new candidate oncogenes.
    Oncogene. 2005 Aug 4;24(33):5235-45 PMID: 15897872
  27. The consensus coding sequences of human breast and colorectal cancers.
    Science. 2006 Oct 13;314(5797):268-74 PMID: 16959974
  28. Array comparative genomic hybridization analysis of genomic alterations in breast cancer subtypes.
    Cancer Res. 2004 Dec 1;64(23):8541-9 PMID: 15574760
  29. Genomic alterations identified by array comparative genomic hybridization as prognostic markers in tamoxifen-treated estrogen receptor-positive breast cancer.
    BMC Cancer. 2006 Apr 12;6:92 PMID: 16608533
  30. GAB2 is a novel target of 11q amplification in AML/MDS.
    Genes Chromosomes Cancer. 2006 Sep;45(9):798-807 PMID: 16736498
  31. High resolution genomic analysis of sporadic breast cancer using array-based comparative genomic hybridization.
    Breast Cancer Res. 2005;7(6):R1186-98 PMID: 16457699
  32. Using array-comparative genomic hybridization to define molecular portraits of primary breast cancers.
    Oncogene. 2007 Mar 22;26(13):1959-70 PMID: 17001317
  33. Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles.
    Proc Natl Acad Sci U S A. 2005 Oct 25;102(43):15545-50 PMID: 16199517
  34. Integrated array-comparative genomic hybridization and expression array profiles identify clinically relevant molecular subtypes of glioblastoma.
    Cancer Res. 2005 Mar 1;65(5):1678-86 PMID: 15753362
  35. Circular binary segmentation for the analysis of array-based DNA copy number data.
    Biostatistics. 2004 Oct;5(4):557-72 PMID: 15475419
  36. Microarray analysis reveals a major direct role of DNA copy number alteration in the transcriptional program of human breast tumors.
    Proc Natl Acad Sci U S A. 2002 Oct 1;99(20):12963-8 PMID: 12297621
  37. Relationship of gene expression and chromosomal abnormalities in colorectal cancer.
    Cancer Res. 2006 Feb 15;66(4):2129-37 PMID: 16489013
  38. Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications.
    Proc Natl Acad Sci U S A. 2001 Sep 11;98(19):10869-74 PMID: 11553815
  39. NCBI GEO: mining tens of millions of expression profiles--database and tools update.
    Nucleic Acids Res. 2007 Jan;35(Database issue):D760-5 PMID: 17099226
  40. A signature of chromosomal instability inferred from gene expression profiles predicts clinical outcome in multiple human cancers.
    Nat Genet. 2006 Sep;38(9):1043-8 PMID: 16921376
  41. An immune response gene expression module identifies a good prognosis subtype in estrogen receptor negative breast cancer.
    Genome Biol. 2007;8(8):R157 PMID: 17683518
  42. A comparison study: applying segmentation to array CGH data for downstream analyses.
    Bioinformatics. 2005 Nov 15;21(22):4084-91 PMID: 16159913
  43. Statistical significance for genomewide studies.
    Proc Natl Acad Sci U S A. 2003 Aug 5;100(16):9440-5 PMID: 12883005
  44. Genomic and transcriptional aberrations linked to breast cancer pathophysiologies.
    Cancer Cell. 2006 Dec;10(6):529-41 PMID: 17157792
  45. A new look towards BAC-based array CGH through a comprehensive comparison with oligo-based array CGH.
    BMC Genomics. 2007 Mar 29;8:84 PMID: 17394638
  46. A gene-expression signature as a predictor of survival in breast cancer.
    N Engl J Med. 2002 Dec 19;347(25):1999-2009 PMID: 12490681
  47. Gene expression predictors of breast cancer outcomes.
    Lancet. 2003 May 10;361(9369):1590-6 PMID: 12747878
  48. High-resolution genomic profiles define distinct clinico-pathogenetic subgroups of multiple myeloma patients.
    Cancer Cell. 2006 Apr;9(4):313-25 PMID: 16616336
  49. The molecular portraits of breast tumors are conserved across microarray platforms.
    BMC Genomics. 2006 Apr 27;7:96 PMID: 16643655
  50. Global variation in copy number in the human genome.
    Nature. 2006 Nov 23;444(7118):444-54 PMID: 17122850
  51. ACE-it: a tool for genome-wide integration of gene dosage and RNA expression data.
    Bioinformatics. 2006 Aug 1;22(15):1919-20 PMID: 16731696
  52. Novel patterns of genome rearrangement and their association with survival in breast cancer.
    Genome Res. 2006 Dec;16(12):1465-79 PMID: 17142309
Article Info
Journal
Genome biology
Abbr.
Genome Biol
ISSN
1474-760X
Published
2007-00-00
Pages
R215
Language
English
Region
England
NLM ID
100960660
PMCID
PMC2246289
Subset
IM
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