Skip to main content

Advertisement

Log in

Differences in the mutational landscape of triple-negative breast cancer in African Americans and Caucasians

  • Epidemiology
  • Published:
Breast Cancer Research and Treatment Aims and scope Submit manuscript

Abstract

Background

Triple-negative breast cancer (TNBC) occurs at higher frequency in African Americans compared with Caucasians. It is unclear if the biology of TNBC is different in African American versus Caucasians. In this study, we sought to evaluate racial differences in the molecular pathology of TNBC.

Methods

Using data from The Cancer Genome Atlas, we identified TNBC patients with information on race. We analyzed differences in clinical characteristics, tumor somatic mutations, and gene expression patterns by race from whole exome and microarray data.

Results

1104 patients were identified, of which 178 had TNBC. TNBC was more frequent in African Americans than Caucasians (33.3 vs 14.9%). Although more African Americans than Caucasians overall were classified as basal-like from PAM50 gene expression (34.8 vs 16.1%), no differences in the TNBC cohort were observed. Median tumor somatic mutation counts were higher in African Americans versus Caucasians (39.5 vs 34), but no racial differences in the mutation counts in TNBC were observed. Somatic mutation analysis revealed racial differences in specific high prevalence genes in all patients (TP53 46% in African Americans vs 27% in Caucasians; PIK3CA 23% in African Americans vs 34% in Caucasians; and MLL3 12% in African Americans vs 6% in Caucasians). TNBC patients did not have any specific high prevalence genes associated with racial differences. There were no racial differences in gene expression patterns in selected genes involved in breast cancer biology. Overall, African Americans had shorter TTP and worse DFS. Racial differences in clinical outcomes were not observed in TNBC.

Conclusion

The mutational landscape of TNBC is similar between African Americans and Caucasians. The higher frequency of TNBC in African Americans is therefore not associated with a different genomic profile of commonly established tumor regulatory pathway genes. Other modifiable factors may exist that contribute to the racial disparity in TNBC.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  1. Smigal C, Jemal A, Ward E, Cokkinides V, Smith R, Howe HL, Thun M (2006) Trends in breast cancer by race and ethnicity: update 2006. CA 56:168–183

    PubMed  Google Scholar 

  2. Warner ET, Tamimi RM, Hughes ME, Ottesen RA, Wong YN, Edge SB, Theriault RL, Blayney DW, Niland JC, Winer EP, Weeks JC, Partridge AH (2015) Racial and ethnic differences in breast cancer survival: mediating effect of tumor characteristics and sociodemographic and treatment factors. J Clin Oncol 33:2254–2261. doi:10.1200/JCO.2014.57.1349

    Article  PubMed  PubMed Central  Google Scholar 

  3. Chlebowski RT, Chen Z, Anderson GL, Rohan T, Aragaki A, Lane D, Dolan NC, Paskett ED, McTiernan A, Hubbell FA, Adams-Campbell LL, Prentice R (2005) Ethnicity and breast cancer: factors influencing differences in incidence and outcome. J Natl Cancer Inst 97:439–448. doi:10.1093/jnci/dji064

    Article  PubMed  Google Scholar 

  4. Newman LA, Griffith KA, Jatoi I, Simon MS, Crowe JP, Colditz GA (2006) Meta-analysis of survival in African American and white American patients with breast cancer: ethnicity compared with socioeconomic status. J Clin Oncol 24:1342–1349. doi:10.1200/JCO.2005.03.3472

    Article  PubMed  Google Scholar 

  5. Bauer KR, Brown M, Cress RD, Parise CA, Caggiano V (2007) 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 109:1721–1728. doi:10.1002/cncr.22618

    Article  PubMed  Google Scholar 

  6. Chen VW, Correa P, Kurman RJ, Wu XC, Eley JW, Austin D, Muss H, Hunter CP, Redmond C, Sobhan M et al (1994) Histological characteristics of breast carcinoma in blacks and whites. Cancer Epidemiol Biomark Prev 3:127–135

    CAS  Google Scholar 

  7. Carey LA, Perou CM, Livasy CA, Dressler LG, Cowan D, Conway K, Karaca G, Troester MA, Tse CK, Edmiston S, Deming SL, Geradts J, Cheang MC, Nielsen TO, Moorman PG, Earp HS, Millikan RC (2006) Race, breast cancer subtypes, and survival in the Carolina Breast Cancer Study. JAMA 295:2492–2502. doi:10.1001/jama.295.21.2492

    Article  CAS  PubMed  Google Scholar 

  8. Gapstur SM, Dupuis J, Gann P, Collila S, Winchester DP (1996) Hormone receptor status of breast tumors in black, Hispanic, and non-Hispanic white women. An analysis of 13,239 cases. Cancer 77:1465–1471. doi:10.1002/(SICI)1097-0142(19960415)77:8<1465:AID-CNCR7>3.0.CO;2-B

    Article  CAS  PubMed  Google Scholar 

  9. Kroenke CH, Sweeney C, Kwan ML, Quesenberry CP, Weltzien EK, Habel LA, Castillo A, Bernard PS, Factor RE, Kushi LH, Caan BJ (2014) Race and breast cancer survival by intrinsic subtype based on PAM50 gene expression. Breast Cancer Res Treat 144:689–699. doi:10.1007/s10549-014-2899-5

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Lund MJ, Trivers KF, Porter PL, Coates RJ, Leyland-Jones B, Brawley OW, Flagg EW, O’Regan RM, Gabram SG, Eley JW (2009) Race and triple negative threats to breast cancer survival: a population-based study in Atlanta, GA. Breast Cancer Res Treat 113:357–370. doi:10.1007/s10549-008-9926-3

    Article  PubMed  Google Scholar 

  11. Ma H, Lu Y, Malone KE, Marchbanks PA, Deapen DM, Spirtas R, Burkman RT, Strom BL, McDonald JA, Folger SG, Simon MS, Sullivan-Halley J, Press MF, Bernstein L (2013) Mortality risk of black women and white women with invasive breast cancer by hormone receptors, HER2, and p53 status. BMC Cancer 13:225. doi:10.1186/1471-2407-13-225

    Article  PubMed  PubMed Central  Google Scholar 

  12. Pacheco JM, Gao F, Bumb C, Ellis MJ, Ma CX (2013) Racial differences in outcomes of triple-negative breast cancer. Breast Cancer Res Treat 138:281–289. doi:10.1007/s10549-012-2397-6

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Perez CA, Zumsteg ZS, Gupta G, Morrow M, Arnold B, Patil SM, Traina TA, Robson ME, Wen YH, McCormick B, Powell SN, Ho AY (2013) Black race as a prognostic factor in triple-negative breast cancer patients treated with breast-conserving therapy: a large, single-institution retrospective analysis. Breast Cancer Res Treat 139:497–506. doi:10.1007/s10549-013-2550-x

    Article  CAS  PubMed  Google Scholar 

  14. Sachdev JC, Ahmed S, Mirza MM, Farooq A, Kronish L, Jahanzeb M (2010) Does race affect outcomes in triple negative breast cancer? Breast Cancer 4:23–33

    PubMed  PubMed Central  Google Scholar 

  15. Tao L, Gomez SL, Keegan TH, Kurian AW, Clarke CA (2015) Breast cancer mortality in African-American and non-Hispanic white women by molecular subtype and stage at diagnosis: a population-based study. Cancer Epidemiol Biomark Prev 24:1039–1045. doi:10.1158/1055-9965.EPI-15-0243

    Article  CAS  Google Scholar 

  16. Field LA, Love B, Deyarmin B, Hooke JA, Shriver CD, Ellsworth RE (2012) Identification of differentially expressed genes in breast tumors from African American compared with Caucasian women. Cancer 118:1334–1344. doi:10.1002/cncr.26405

    Article  CAS  PubMed  Google Scholar 

  17. Grunda JM, Steg AD, He Q, Steciuk MR, Byan-Parker S, Johnson MR, Grizzle WE (2012) 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 5:248. doi:10.1186/1756-0500-5-248

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Cancer Genome Atlas N (2012) Comprehensive molecular portraits of human breast tumours. Nature 490:61–70. doi:10.1038/nature11412

    Article  Google Scholar 

  19. Keenan T, Moy B, Mroz EA, Ross K, Niemierko A, Rocco JW, Isakoff S, Ellisen LW, Bardia A (2015) Comparison of the genomic landscape between primary breast cancer in African American versus white women and the association of racial differences with tumor recurrence. J Clin Oncol 33:3621–3627. doi:10.1200/JCO.2015.62.2126

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Dawood S, Broglio K, Kau SW, Green MC, Giordano SH, Meric-Bernstam F, Buchholz TA, Albarracin C, Yang WT, Hennessy BT, Hortobagyi GN, Gonzalez-Angulo AM (2009) Triple receptor-negative breast cancer: the effect of race on response to primary systemic treatment and survival outcomes. J Clin Oncol 27:220–226. doi:10.1200/JCO.2008.17.9952

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. O’Brien KM, Cole SR, Tse CK, Perou CM, Carey LA, Foulkes WD, Dressler LG, Geradts J, Millikan RC (2010) Intrinsic breast tumor subtypes, race, and long-term survival in the Carolina Breast Cancer Study. Clin Cancer Res 16:6100–6110. doi:10.1158/1078-0432.CCR-10-1533

    Article  PubMed  PubMed Central  Google Scholar 

  22. Sparano JA, Wang M, Zhao F, Stearns V, Martino S, Ligibel JA, Perez EA, Saphner T, Wolff AC, Sledge GW Jr, Wood WC, Davidson NE (2012) Race and hormone receptor-positive breast cancer outcomes in a randomized chemotherapy trial. J Natl Cancer Inst 104:406–414. doi:10.1093/jnci/djr543

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Wright JL, Reis IM, Zhao W, Panoff JE, Takita C, Sujoy V, Gomez CR, Jorda M, Franceschi D, Hurley J (2012) Racial disparity in estrogen receptor positive breast cancer patients receiving trimodality therapy. Breast 21:276–283. doi:10.1016/j.breast.2011.11.003

    Article  CAS  PubMed  Google Scholar 

  24. Paik S, Shak S, Tang G, Kim C, Baker J, Cronin M, Baehner FL, Walker MG, Watson D, Park T, Hiller W, Fisher ER, Wickerham DL, Bryant J, Wolmark N (2004) A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer. N Engl J Med 351:2817–2826. doi:10.1056/NEJMoa041588

    Article  CAS  PubMed  Google Scholar 

  25. Ng CK, Pemberton HN, Reis-Filho JS (2012) Breast cancer intratumor genetic heterogeneity: causes and implications. Expert Rev Anticancer Ther 12:1021–1032. doi:10.1586/era.12.85

    Article  CAS  PubMed  Google Scholar 

  26. Duell EJ, Millikan RC, Pittman GS, Winkel S, Lunn RM, Tse CK, Eaton A, Mohrenweiser HW, Newman B, Bell DA (2001) Polymorphisms in the DNA repair gene XRCC1 and breast cancer. Cancer Epidemiol Biomark Prev 10:217–222

    CAS  Google Scholar 

  27. Kuehl P, Zhang J, Lin Y, Lamba J, Assem M, Schuetz J, Watkins PB, Daly A, Wrighton SA, Hall SD, Maurel P, Relling M, Brimer C, Yasuda K, Venkataramanan R, Strom S, Thummel K, Boguski MS, Schuetz E (2001) Sequence diversity in CYP3A promoters and characterization of the genetic basis of polymorphic CYP3A5 expression. Nat Genet 27:383–391. doi:10.1038/86882

    Article  CAS  PubMed  Google Scholar 

  28. Millikan RC, Newman B, Tse CK, Moorman PG, Conway K, Dressler LG, Smith LV, Labbok MH, Geradts J, Bensen JT, Jackson S, Nyante S, Livasy C, Carey L, Earp HS, Perou CM (2008) Epidemiology of basal-like breast cancer. Breast Cancer Res Treat 109:123–139. doi:10.1007/s10549-007-9632-6

    Article  PubMed  Google Scholar 

  29. Bernards R, Weinberg RA (2002) A progression puzzle. Nature 418:823. doi:10.1038/418823a

    Article  CAS  PubMed  Google Scholar 

  30. Liu Y, Tobias DK, Sturgeon KM, Rosner B, Malik V, Cespedes E, Joshi AD, Eliassen AH, Colditz GA (2016) Physical activity from menarche to first pregnancy and risk of breast cancer. Int J Cancer 139:1223–1230. doi:10.1002/ijc.30167

    Article  CAS  PubMed  Google Scholar 

  31. Centers for Disease C, Prevention (2009) Differences in prevalence of obesity among black, white, and Hispanic adults—United States, 2006–2008. MMWR. Morbidity and mortality weekly report 58:740–744

  32. Jackson CL, Wang NY, Yeh HC, Szklo M, Dray-Spira R, Brancati FL (2014) Body-mass index and mortality risk in U.S. blacks compared to whites. Obesity 22:842–851. doi:10.1002/oby.20471

    Article  PubMed  PubMed Central  Google Scholar 

  33. Griggs JJ, Sorbero ME, Lyman GH (2005) Undertreatment of obese women receiving breast cancer chemotherapy. Arch Intern Med 165:1267–1273. doi:10.1001/archinte.165.11.1267

    Article  PubMed  Google Scholar 

  34. Lyman GH, Dale DC, Crawford J (2003) Incidence and predictors of low dose-intensity in adjuvant breast cancer chemotherapy: a nationwide study of community practices. J Clin Oncol 21:4524–4531. doi:10.1200/JCO.2003.05.002

    Article  PubMed  Google Scholar 

  35. Shayne M, Crawford J, Dale DC, Culakova E, Lyman GH, Group ANCS (2006) Predictors of reduced dose intensity in patients with early-stage breast cancer receiving adjuvant chemotherapy. Breast Cancer Res Treat 100:255–262. doi:10.1007/s10549-006-9254-4

    Article  PubMed  Google Scholar 

Download references

Funding

This study was funded by Grant Number 1K12CA167540 through the National Cancer Institute (NCI) at the National Institutes for Health (NIH) and Grant Number UL1 TR000448 through the Clinical and Translational Science Award (CTSA) program of the National Center for Advancing Translational Sciences (NCATS) at the NIH. The authors also wish to acknowledge the support of the Siteman Cancer Center Biostatistics Core and the NCI Cancer Center Support Grant P30 CA091842. The contents are solely the responsibility of the authors and do not necessarily represent the official view of the NCI, NCATS, or NIH.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Foluso O. Ademuyiwa.

Ethics declarations

Conflict of interest

Foluso Ademuyiwa, Yu Tao, Jingqin Luo, Cynthia Ma, and Katherine Weilbaecher declare no conflicts of interest.

Ethical approval

This article does not directly contain any studies with human participants performed by any of the authors. The results published here are in whole or part based upon data generated by TCGA managed by the NCI and NHGRI. Information about TCGA can be found at http://cancergenome.nih.gov.

Informed consent

Informed consent was obtained from all individual participants included in TCGA.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ademuyiwa, F.O., Tao, Y., Luo, J. et al. Differences in the mutational landscape of triple-negative breast cancer in African Americans and Caucasians. Breast Cancer Res Treat 161, 491–499 (2017). https://doi.org/10.1007/s10549-016-4062-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10549-016-4062-y

Keywords

Navigation