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PMID: 24324792 Published · epublish English Journal Article Research Support, Non-U.S. Gov't

Differentially expressed transcripts and dysregulated signaling pathways and networks in African American breast cancer.

PloS one ·Vol. 8 ·No. 12 ·2013-00-00 ·Pages e82460

Stewart PA, Luks J, Roycik MD, Sang QX, Zhang J

Abstract

African Americans (AAs) have higher mortality rate from breast cancer than that of Caucasian Americans (CAs) even when socioeconomic factors are accounted for. To better understand the driving biological factors of this health disparity, we performed a comprehensive differential gene expression analysis, including subtype- and stage-specific analysis, using the breast cancer data in the Cancer Genome Atlas (TCGA). In total, 674 unique genes and other transcripts were found differentially expressed between these two populations. The numbers of differentially expressed genes between AA and CA patients increased in each stage of tumor progression: there were 26 in stage I, 161 in stage II, and 223 in stage III. Resistin, a gene that is linked to obesity, insulin resistance, and breast cancer, was expressed more than four times higher in AA tumors. An uncharacterized, long, non-coding RNA, LOC90784, was down-regulated in AA tumors, and its expression was inversely related to cancer stage and was the lowest in triple negative AA breast tumors. Network analysis showed increased expression of a majority of components in p53 and BRCA1 subnetworks in AA breast tumor samples, and members of the aurora B and polo-like kinase signaling pathways were also highly expressed. Higher gene expression diversity was observed in more advanced stage breast tumors suggesting increased genomic instability during tumor progression. Amplified resistin expression may indicate insulin-resistant type II diabetes and obesity are associated with AA breast cancer. Expression of LOC90784 may have a protective effect on breast cancer patients, and its loss, particularly in triple negative breast cancer, could be having detrimental effects. This work helps elucidate molecular mechanisms of breast cancer health disparity and identifies putative biomarkers and therapeutic targets such as resistin, and the aurora B and polo-like kinase signaling pathways for treating AA breast cancer patients.

MeSH Terms
Adult African Americans/genetics Aged Aged, 80 and over Breast Neoplasms/genetics,metabolism,pathology Female Gene Expression Profiling Gene Expression Regulation, Neoplastic Gene Regulatory Networks Humans Middle Aged RNA, Long Noncoding/genetics Signal Transduction Whites
Chemicals
RNA, Long Noncoding long non-coding RNA LOC90784, human
Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Stewart Paul A
Department of Chemistry and Biochemistry, Florida State University, Tallahassee, Florida, United States of America.
Luks Jennifer
Roycik Mark D
Sang Qing-Xiang Amy
Zhang Jinfeng
References (82)
82 references, click to expand
  1. Overexpression of the wild type p73 gene in breast cancer tissues and cell lines.
    Cancer Res. 1999 Jul 1;59(13):3257-63 PMID: 10397274
  2. Genomic instability--an evolving hallmark of cancer.
    Nat Rev Mol Cell Biol. 2010 Mar;11(3):220-8 PMID: 20177397
  3. Descriptive analysis of estrogen receptor (ER)-negative, progesterone receptor (PR)-negative, and HER2-negative invasive breast cancer, the so-called triple-negative phenotype: a population-based study from the California cancer Registry.
    Cancer. 2007 May 1;109(9):1721-8 PMID: 17387718
  4. Gene expression network analysis and applications to immunology.
    Bioinformatics. 2007 Apr 1;23(7):850-8 PMID: 17267429
  5. Regulation of BRCC, a holoenzyme complex containing BRCA1 and BRCA2, by a signalosome-like subunit and its role in DNA repair.
    Mol Cell. 2003 Nov;12(5):1087-99 PMID: 14636569
  6. GSEA-P: a desktop application for Gene Set Enrichment Analysis.
    Bioinformatics. 2007 Dec 1;23(23):3251-3 PMID: 17644558
  7. The emergence of lncRNAs in cancer biology.
    Cancer Discov. 2011 Oct;1(5):391-407 PMID: 22096659
  8. Differences in the tumor microenvironment between African-American and European-American breast cancer patients.
    PLoS One. 2009;4(2):e4531 PMID: 19225562
  9. Molecular subtypes of breast cancer in relation to paclitaxel response and outcomes in women with metastatic disease: results from CALGB 9342.
    Breast Cancer Res. 2006;8(6):R66 PMID: 17129383
  10. Directed therapy of subtypes of triple-negative breast cancer.
    Oncologist. 2011;16 Suppl 1:71-8 PMID: 21278443
  11. Multinuclearity and increased ploidy caused by overexpression of the aurora- and Ipl1-like midbody-associated protein mitotic kinase in human cancer cells.
    Cancer Res. 1998 Nov 1;58(21):4811-6 PMID: 9809983
  12. Polo-like kinase 1: a potential therapeutic option in combination with conventional chemotherapy for the management of patients with triple-negative breast cancer.
    Cancer Res. 2013 Jan 15;73(2):813-23 PMID: 23144294
  13. Tumor immunobiological differences in prostate cancer between African-American and European-American men.
    Cancer Res. 2008 Feb 1;68(3):927-36 PMID: 18245496
  14. Epigenetic mapping and functional analysis in a breast cancer metastasis model using whole-genome promoter tiling microarrays.
    Breast Cancer Res. 2008;10(4):R62 PMID: 18638373
  15. Genetics of crystallins: cataract and beyond.
    Exp Eye Res. 2009 Feb;88(2):173-89 PMID: 19007775
  16. Breast cancer in African-American women: differences in tumor biology from European-American women.
    Cancer Res. 2006 Sep 1;66(17):8327-30 PMID: 16951137
  17. Gene expression profiles of poor-prognosis primary breast cancer correlate with survival.
    Hum Mol Genet. 2002 Apr 15;11(8):863-72 PMID: 11971868
  18. Tumor microenvironment-derived proteins dominate the plasma proteome response during breast cancer induction and progression.
    Cancer Res. 2011 Aug 1;71(15):5090-100 PMID: 21653680
  19. Tumor biologic factors and breast cancer prognosis among white, Hispanic, and black women in the United States.
    J Natl Cancer Inst. 1994 May 4;86(9):705-12 PMID: 7908990
  20. p53 in health and disease.
    Nat Rev Mol Cell Biol. 2007 Apr;8(4):275-83 PMID: 17380161
  21. Aurora kinases as anticancer drug targets.
    Clin Cancer Res. 2008 Mar 15;14(6):1639-48 PMID: 18347165
  22. Characterization of the phosphoproteome in androgen-repressed human prostate cancer cells by Fourier transform ion cyclotron resonance mass spectrometry.
    J Proteome Res. 2011 Sep 2;10(9):3920-8 PMID: 21786837
  23. Prevention of breast cancer in women who carry BRCA1 or BRCA2 mutations: a critical review of the literature.
    Int J Cancer. 2004 Nov 10;112(3):357-64 PMID: 15382059
  24. The hallmarks of cancer: a long non-coding RNA point of view.
    RNA Biol. 2012 Jun;9(6):703-19 PMID: 22664915
  25. The consensus coding sequences of human breast and colorectal cancers.
    Science. 2006 Oct 13;314(5797):268-74 PMID: 16959974
  26. Aurora B couples chromosome alignment with anaphase by targeting BubR1, Mad2, and Cenp-E to kinetochores.
    J Cell Biol. 2003 Apr 28;161(2):267-80 PMID: 12719470
  27. STRING v9.1: protein-protein interaction networks, with increased coverage and integration.
    Nucleic Acids Res. 2013 Jan;41(Database issue):D808-15 PMID: 23203871
  28. Overweight, obesity and cancer: epidemiological evidence and proposed mechanisms.
    Nat Rev Cancer. 2004 Aug;4(8):579-91 PMID: 15286738
  29. FOXA1 expression in breast cancer--correlation with luminal subtype A and survival.
    Clin Cancer Res. 2007 Aug 1;13(15 Pt 1):4415-21 PMID: 17671124
  30. Poverty or income inequality as predictor of mortality: longitudinal cohort study.
    BMJ. 1997 Jun 14;314(7096):1724-7 PMID: 9185498
  31. Hormone receptor status of breast tumors in black, Hispanic, and non-Hispanic white women. An analysis of 13,239 cases.
    Cancer. 1996 Apr 15;77(8):1465-71 PMID: 8608530
  32. Long non-coding RNA HOTAIR reprograms chromatin state to promote cancer metastasis.
    Nature. 2010 Apr 15;464(7291):1071-6 PMID: 20393566
  33. Differences in breast carcinoma characteristics in newly diagnosed African-American and Caucasian patients: a single-institution compilation compared with the National Cancer Institute's Surveillance, Epidemiology, and End Results database.
    Cancer. 2007 Aug 15;110(4):876-84 PMID: 17620276
  34. African-American ethnicity, socioeconomic status, and breast cancer survival: a meta-analysis of 14 studies involving over 10,000 African-American and 40,000 White American patients with carcinoma of the breast.
    Cancer. 2002 Jun 1;94(11):2844-54 PMID: 12115371
  35. Triple-negative breast cancers are increased in black women regardless of age or body mass index.
    Breast Cancer Res. 2009;11(2):R18 PMID: 19320967
  36. Tumoral lymphocytic infiltration and expression of the chemokine CXCL10 in breast cancers from the Ontario Familial Breast Cancer Registry.
    Clin Cancer Res. 2013 Jan 15;19(2):336-46 PMID: 23213058
  37. Moderated statistical tests for assessing differences in tag abundance.
    Bioinformatics. 2007 Nov 1;23(21):2881-7 PMID: 17881408
  38. Aurora-kinase inhibitors as anticancer agents.
    Nat Rev Cancer. 2004 Dec;4(12):927-36 PMID: 15573114
  39. Mieap, a p53-inducible protein, controls mitochondrial quality by repairing or eliminating unhealthy mitochondria.
    PLoS One. 2011 Jan 17;6(1):e16060 PMID: 21264228
  40. RNA-seq: an assessment of technical reproducibility and comparison with gene expression arrays.
    Genome Res. 2008 Sep;18(9):1509-17 PMID: 18550803
  41. Differential expression analysis for sequence count data.
    Genome Biol. 2010;11(10):R106 PMID: 20979621
  42. Basal-like breast cancer: a critical review.
    J Clin Oncol. 2008 May 20;26(15):2568-81 PMID: 18487574
  43. Resistin is expressed in human macrophages and directly regulated by PPAR gamma activators.
    Biochem Biophys Res Commun. 2003 Jan 10;300(2):472-6 PMID: 12504108
  44. The transcriptional landscape of the yeast genome defined by RNA sequencing.
    Science. 2008 Jun 6;320(5881):1344-9 PMID: 18451266
  45. Bioconductor: open software development for computational biology and bioinformatics.
    Genome Biol. 2004;5(10):R80 PMID: 15461798
  46. Distinct roles of BARD1 isoforms in mitosis: full-length BARD1 mediates Aurora B degradation, cancer-associated BARD1beta scaffolds Aurora B and BRCA2.
    Cancer Res. 2009 Feb 1;69(3):1125-34 PMID: 19176389
  47. Identification of a RING protein that can interact in vivo with the BRCA1 gene product.
    Nat Genet. 1996 Dec;14(4):430-40 PMID: 8944023
  48. 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
  49. Breast carcinoma survival analysis for African American and white women in an equal-access health care system.
    Cancer. 1998 Apr 1;82(7):1310-8 PMID: 9529023
  50. UDP-N-acetyl-D-galactosamine: polypeptide N-acetylgalactosaminyltransferase-6 as a new immunohistochemical breast cancer marker.
    J Histochem Cytochem. 2006 Mar;54(3):317-28 PMID: 16260590
  51. PID: the Pathway Interaction Database.
    Nucleic Acids Res. 2009 Jan;37(Database issue):D674-9 PMID: 18832364
  52. Treml4, an Ig superfamily member, mediates presentation of several antigens to T cells in vivo, including protective immunity to HER2 protein.
    J Immunol. 2012 Feb 1;188(3):1147-55 PMID: 22210914
  53. Epigenetic regulation of bone morphogenetic protein-6 gene expression in breast cancer cells.
    J Steroid Biochem Mol Biol. 2007 Jun-Jul;105(1-5):91-7 PMID: 17574840
  54. DEGseq: an R package for identifying differentially expressed genes from RNA-seq data.
    Bioinformatics. 2010 Jan 1;26(1):136-8 PMID: 19855105
  55. p53 as a marker of prognosis in African-American women with breast cancer.
    Ann Surg Oncol. 2010 May;17(5):1398-405 PMID: 20049641
  56. Expression of human MRP6, a homologue of the multidrug resistance protein gene MRP1, in tissues and cancer cells.
    Cancer Res. 1999 Jan 1;59(1):175-82 PMID: 9892204
  57. Progression and treatment of HER2-positive breast cancer.
    Cancer Chemother Pharmacol. 2010 Mar;65(4):611-23 PMID: 20087739
  58. Aurora-B overexpression is correlated with aneuploidy and poor prognosis in non-small cell lung cancer.
    Lung Cancer. 2013 Apr;80(1):85-90 PMID: 23313006
  59. APOBEC3B is an enzymatic source of mutation in breast cancer.
    Nature. 2013 Feb 21;494(7437):366-70 PMID: 23389445
  60. Antineoplastic effects of an Aurora B kinase inhibitor in breast cancer.
    Mol Cancer. 2010 Feb 22;9:42 PMID: 20175926
  61. LRIG1 is a triple threat: ERBB negative regulator, intestinal stem cell marker and tumour suppressor.
    Br J Cancer. 2013 May 14;108(9):1765-70 PMID: 23558895
  62. BUB1 immunolocalization in breast carcinoma: its nuclear localization as a potent prognostic factor of the patients.
    Horm Cancer. 2013 Apr;4(2):92-102 PMID: 23288590
  63. Triple-negative breast cancer: distinguishing between basal and nonbasal subtypes.
    Clin Cancer Res. 2009 Apr 1;15(7):2302-10 PMID: 19318481
  64. Adipocytokine resistin and breast cancer risk.
    Breast Cancer Res Treat. 2010 Oct;123(3):869-76 PMID: 20177966
  65. Resistin expression in breast cancer tissue as a marker of prognosis and hormone therapy stratification.
    Gynecol Oncol. 2012 Jun;125(3):742-50 PMID: 22370603
  66. Non-coding RNA.
    Hum Mol Genet. 2006 Apr 15;15 Spec No 1:R17-29 PMID: 16651366
  67. Racial disparities in cancer survival among randomized clinical trials patients of the Southwest Oncology Group.
    J Natl Cancer Inst. 2009 Jul 15;101(14):984-92 PMID: 19584328
  68. BMP-6 promotes E-cadherin expression through repressing deltaEF1 in breast cancer cells.
    BMC Cancer. 2007 Nov 13;7:211 PMID: 17997862
  69. TARP: a nuclear protein expressed in prostate and breast cancer cells derived from an alternate reading frame of the T cell receptor gamma chain locus.
    Proc Natl Acad Sci U S A. 2000 Aug 15;97(17):9437-42 PMID: 10931945
  70. Meta-analysis of survival in African American and white American patients with breast cancer: ethnicity compared with socioeconomic status.
    J Clin Oncol. 2006 Mar 20;24(9):1342-9 PMID: 16549828
  71. Widening disparity in survival between white and African-American patients with breast carcinoma treated in the U. S. Department of Defense Healthcare system.
    Cancer. 2003 Sep 1;98(5):894-9 PMID: 12942554
  72. Overweight, obesity, and mortality from cancer in a prospectively studied cohort of U.S. adults.
    N Engl J Med. 2003 Apr 24;348(17):1625-38 PMID: 12711737
  73. Abdominal obesity and the risk of all-cause, cardiovascular, and cancer mortality: sixteen years of follow-up in US women.
    Circulation. 2008 Apr 1;117(13):1658-67 PMID: 18362231
  74. Differential gene expression between African American and European American colorectal cancer patients.
    PLoS One. 2012;7(1):e30168 PMID: 22276153
  75. miRBase: integrating microRNA annotation and deep-sequencing data.
    Nucleic Acids Res. 2011 Jan;39(Database issue):D152-7 PMID: 21037258
  76. Lrig1 is an estrogen-regulated growth suppressor and correlates with longer relapse-free survival in ERα-positive breast cancer.
    Mol Cancer Res. 2011 Oct;9(10):1406-17 PMID: 21821674
  77. Differential expression of breast cancer-associated genes between stage- and age-matched tumor specimens from African- and Caucasian-American Women diagnosed with breast cancer.
    BMC Res Notes. 2012 May 22;5:248 PMID: 22616718
  78. BRCA1/2 in high-risk African American women with breast cancer: providing genetic testing through various recruitment strategies.
    Genet Test. 2008 Sep;12(3):401-7 PMID: 18752448
  79. Possible role of Pax-6 in promoting breast cancer cell proliferation and tumorigenesis.
    BMB Rep. 2011 Sep;44(9):595-600 PMID: 21944253
  80. Identification of differentially expressed genes in breast tumors from African American compared with Caucasian women.
    Cancer. 2012 Mar 1;118(5):1334-44 PMID: 21800289
  81. Microarray-based survey of CpG islands identifies concurrent hyper- and hypomethylation patterns in tissues derived from patients with breast cancer.
    Genes Chromosomes Cancer. 2006 Jul;45(7):656-67 PMID: 16575877
  82. The hormone resistin links obesity to diabetes.
    Nature. 2001 Jan 18;409(6818):307-12 PMID: 11201732
Article Info
Journal
PloS one
Abbr.
PLoS One
ISSN
1932-6203
Published
2013-00-00
Epub
2013-00-04
Pages
e82460
Language
English
Region
United States
NLM ID
101285081
PMCID
PMC3853650
Subset
IM
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