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Published in: Breast Cancer Research 1/2017

Open Access 01-12-2017 | Research Article

Race-associated biological differences among luminal A and basal-like breast cancers in the Carolina Breast Cancer Study

Authors: Humberto Parada Jr, Xuezheng Sun, Jodie M. Fleming, ClarLynda R. Williams-DeVane, Erin L. Kirk, Linnea T. Olsson, Charles M. Perou, Andrew F. Olshan, Melissa A. Troester

Published in: Breast Cancer Research | Issue 1/2017

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Abstract

Background

We examined racial differences in the expression of eight genes and their associations with risk of recurrence among 478 white and 495 black women who participated in the Carolina Breast Cancer Study Phase 3.

Methods

Breast tumor samples were analyzed for PAM50 subtype and for eight genes previously found to be differentially expressed by race and associated with breast cancer survival: ACOX2, MUC1, FAM177A1, GSTT2, PSPH, PSPHL, SQLE, and TYMS. The expression of these genes according to race was assessed using linear regression and each gene was evaluated in association with recurrence using Cox regression.

Results

Compared to white women, black women had lower expression of MUC1, a suspected good prognosis gene, and higher expression of GSTT2, PSPHL, SQLE, and TYMS, suspected poor prognosis genes, after adjustment for age and PAM50 subtype. High expression (greater than median versus less than or equal to median) of FAM177A1 and PSPH was associated with a 63% increase (hazard ratio (HR) = 1.63, 95% confidence interval (CI) = 1.09–2.46) and 76% increase (HR = 1.76, 95% CI = 1.15–2.68), respectively, in risk of recurrence after adjustment for age, race, PAM50 subtype, and ROR-PT score. Log2-transformed SQLE expression was associated with a 20% increase (HR = 1.20, 95% CI = 1.03–1.41) in recurrence risk after adjustment. A continuous multi-gene score comprised of eight genes was also associated with increased risk of recurrence among all women (HR = 1.11, 95% CI = 1.04–1.19) and among white (HR = 1.14, 95% CI = 1.03–1.27) and black (HR = 1.11, 95% CI = 1.02–1.20) women.

Conclusions

Racial differences in gene expression may contribute to the survival disparity observed between black and white women diagnosed with breast cancer.
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Literature
1.
go back to reference Ravdin PM, Cronin KA, Howlader N, Berg CD, Chlebowski RT, Feuer EJ, et al. The decrease in breast-cancer incidence in 2003 in the United States. N Engl J Med. 2007;356:1670–4.CrossRefPubMed Ravdin PM, Cronin KA, Howlader N, Berg CD, Chlebowski RT, Feuer EJ, et al. The decrease in breast-cancer incidence in 2003 in the United States. N Engl J Med. 2007;356:1670–4.CrossRefPubMed
2.
go back to reference Smigal C, Jemal A, Ward E, Cokkinides V, Smith R, Howe HL, et al. Trends in breast cancer by race and ethnicity: update 2006. CA Cancer J Clin. 2006;56:168–83.CrossRefPubMed Smigal C, Jemal A, Ward E, Cokkinides V, Smith R, Howe HL, et al. Trends in breast cancer by race and ethnicity: update 2006. CA Cancer J Clin. 2006;56:168–83.CrossRefPubMed
3.
go back to reference Daly B, Olopade OI. A perfect storm: how tumor biology, genomics, and health care delivery patterns collide to create a racial survival disparity in breast cancer and proposed interventions for change. CA Cancer J Clin. 2015;65:221–38.CrossRefPubMed Daly B, Olopade OI. A perfect storm: how tumor biology, genomics, and health care delivery patterns collide to create a racial survival disparity in breast cancer and proposed interventions for change. CA Cancer J Clin. 2015;65:221–38.CrossRefPubMed
4.
go back to reference Carey LA, Perou CM, Livasy CA, Dressler LG, Cowan D, Conway K, et al. Race, breast cancer subtypes, and survival in the Carolina Breast Cancer Study. JAMA. 2006;295:2492–502.CrossRefPubMed Carey LA, Perou CM, Livasy CA, Dressler LG, Cowan D, Conway K, et al. Race, breast cancer subtypes, and survival in the Carolina Breast Cancer Study. JAMA. 2006;295:2492–502.CrossRefPubMed
5.
go back to reference O’Brien KM, Cole SR, Tse C-K, Perou CM, Carey LA, Foulkes WD, et al. Intrinsic breast tumor subtypes, race, and long-term survival in the Carolina Breast Cancer Study. Clin Cancer Res. 2010;16:6100–10.CrossRefPubMedPubMedCentral O’Brien KM, Cole SR, Tse C-K, Perou CM, Carey LA, Foulkes WD, et al. Intrinsic breast tumor subtypes, race, and long-term survival in the Carolina Breast Cancer Study. Clin Cancer Res. 2010;16:6100–10.CrossRefPubMedPubMedCentral
6.
go back to reference Troester MA, Sun X, Allott EH, Geradts J, Cohen SM, Tse C-K, et al. Racial differences in PAM50 subtypes in the Carolina Breast Cancer Study. J Natl Cancer Inst. 2018;110:djx135.CrossRef Troester MA, Sun X, Allott EH, Geradts J, Cohen SM, Tse C-K, et al. Racial differences in PAM50 subtypes in the Carolina Breast Cancer Study. J Natl Cancer Inst. 2018;110:djx135.CrossRef
7.
go back to reference Huo D, Hu H, Rhie SK, Gamazon ER, Cherniack AD, Liu J, et al. Comparison of breast cancer molecular features and survival by African and European ancestry in the Cancer Genome Atlas. JAMA Oncol. 2017;144:689–99. Huo D, Hu H, Rhie SK, Gamazon ER, Cherniack AD, Liu J, et al. Comparison of breast cancer molecular features and survival by African and European ancestry in the Cancer Genome Atlas. JAMA Oncol. 2017;144:689–99.
8.
go back to reference Stewart PA, Luks J, Roycik MD, Sang Q-XA, Zhang J. Differentially expressed transcripts and dysregulated signaling pathways and networks in African American breast cancer. PLoS One. 2013;8:e82460.CrossRefPubMedPubMedCentral Stewart PA, Luks J, Roycik MD, Sang Q-XA, Zhang J. Differentially expressed transcripts and dysregulated signaling pathways and networks in African American breast cancer. PLoS One. 2013;8:e82460.CrossRefPubMedPubMedCentral
9.
go back to reference Martin DN, Boersma BJ, Yi M, Reimers M, Howe TM, Yfantis HG, et al. Differences in the tumor microenvironment between African-American and European-American breast cancer patients. PLoS One. 2009;4:e4531.CrossRefPubMedPubMedCentral Martin DN, Boersma BJ, Yi M, Reimers M, Howe TM, Yfantis HG, et al. Differences in the tumor microenvironment between African-American and European-American breast cancer patients. PLoS One. 2009;4:e4531.CrossRefPubMedPubMedCentral
10.
go back to reference Grunda JM, Steg AD, He Q, Steciuk MR, Byan-Parker S, Johnson MR, et al. 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;5:248.CrossRefPubMedPubMedCentral Grunda JM, Steg AD, He Q, Steciuk MR, Byan-Parker S, Johnson MR, et al. 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;5:248.CrossRefPubMedPubMedCentral
11.
go back to reference Field LA, Love B, Deyarmin B, Hooke JA, Shriver CD, Ellsworth RE. Identification of differentially expressed genes in breast tumors from African American compared with Caucasian women. Cancer. 2012;118:1334–44.CrossRefPubMed Field LA, Love B, Deyarmin B, Hooke JA, Shriver CD, Ellsworth RE. Identification of differentially expressed genes in breast tumors from African American compared with Caucasian women. Cancer. 2012;118:1334–44.CrossRefPubMed
12.
go back to reference D’Arcy M, Fleming J, Robinson WR, Kirk EL, Perou CM, Troester MA. Race-associated biological differences among luminal A breast tumors. Breast Cancer Res Treat. 2015;152:437–48.CrossRefPubMedPubMedCentral D’Arcy M, Fleming J, Robinson WR, Kirk EL, Perou CM, Troester MA. Race-associated biological differences among luminal A breast tumors. Breast Cancer Res Treat. 2015;152:437–48.CrossRefPubMedPubMedCentral
13.
go back to reference Newman B, Moorman PG, Millikan R, Qaqish BF, Geradts J, Aldrich TE, et al. The Carolina Breast Cancer Study: integrating population-based epidemiology and molecular biology. Breast Cancer Res Treat. 1995;35:51–60.CrossRefPubMed Newman B, Moorman PG, Millikan R, Qaqish BF, Geradts J, Aldrich TE, et al. The Carolina Breast Cancer Study: integrating population-based epidemiology and molecular biology. Breast Cancer Res Treat. 1995;35:51–60.CrossRefPubMed
14.
go back to reference Geiss GK, Bumgarner RE, Birditt B, Dahl T, Dowidar N, Dunaway DL, et al. Direct multiplexed measurement of gene expression with color-coded probe pairs. Nat Biotechnol. 2008;26:317–25.CrossRefPubMed Geiss GK, Bumgarner RE, Birditt B, Dahl T, Dowidar N, Dunaway DL, et al. Direct multiplexed measurement of gene expression with color-coded probe pairs. Nat Biotechnol. 2008;26:317–25.CrossRefPubMed
15.
go back to reference Parker JS, Mullins M, Cheang MCU, Leung S, Voduc D, Vickery T, et al. Supervised risk predictor of breast cancer based on intrinsic subtypes. J Clin Oncol. 2009;27:1160–7.CrossRefPubMedPubMedCentral Parker JS, Mullins M, Cheang MCU, Leung S, Voduc D, Vickery T, et al. Supervised risk predictor of breast cancer based on intrinsic subtypes. J Clin Oncol. 2009;27:1160–7.CrossRefPubMedPubMedCentral
16.
go back to reference Rakha EA, Boyce RWG, Abd El-Rehim D, Kurien T, Green AR, Paish EC, et al. Expression of mucins (MUC1, MUC2, MUC3, MUC4, MUC5AC and MUC6) and their prognostic significance in human breast cancer. Mod Pathol. 2005;18:1295–304.CrossRefPubMed Rakha EA, Boyce RWG, Abd El-Rehim D, Kurien T, Green AR, Paish EC, et al. Expression of mucins (MUC1, MUC2, MUC3, MUC4, MUC5AC and MUC6) and their prognostic significance in human breast cancer. Mod Pathol. 2005;18:1295–304.CrossRefPubMed
17.
go back to reference Wesseling J, van der Valk SW, Hilkens J. A mechanism for inhibition of E-cadherin-mediated cell-cell adhesion by the membrane-associated mucin episialin/MUC1. Mol Biol Cell. 1996;7:565–77.CrossRefPubMedPubMedCentral Wesseling J, van der Valk SW, Hilkens J. A mechanism for inhibition of E-cadherin-mediated cell-cell adhesion by the membrane-associated mucin episialin/MUC1. Mol Biol Cell. 1996;7:565–77.CrossRefPubMedPubMedCentral
18.
go back to reference Wei X, Xu H, Kufe D. MUC1 oncoprotein stabilizes and activates estrogen receptor α. Mol Cell. 2006;21:295–305.CrossRefPubMed Wei X, Xu H, Kufe D. MUC1 oncoprotein stabilizes and activates estrogen receptor α. Mol Cell. 2006;21:295–305.CrossRefPubMed
19.
go back to reference Rummel S, Penatzer CE, Shriver CD, Ellsworth RE. PSPHL and breast cancer in African American women: causative gene or population stratification? BMC Genet. 2014;15:1–11.CrossRef Rummel S, Penatzer CE, Shriver CD, Ellsworth RE. PSPHL and breast cancer in African American women: causative gene or population stratification? BMC Genet. 2014;15:1–11.CrossRef
20.
go back to reference Brown DN, Caffa I, Cirmena G, Piras D, Garuti A, Gallo M, et al. Squalene epoxidase is a bona fide oncogene by amplification with clinical relevance in breast cancer. Sci Rep. 2016;6:19435.CrossRefPubMedPubMedCentral Brown DN, Caffa I, Cirmena G, Piras D, Garuti A, Gallo M, et al. Squalene epoxidase is a bona fide oncogene by amplification with clinical relevance in breast cancer. Sci Rep. 2016;6:19435.CrossRefPubMedPubMedCentral
22.
go back to reference Nelson ER, Wardell SE, Jasper JS, Park S, Suchindran S, Howe MK, et al. 27-Hydroxycholesterol links hypercholesterolemia and breast cancer pathophysiology. Science (80-). 2013;342:1094–8.CrossRef Nelson ER, Wardell SE, Jasper JS, Park S, Suchindran S, Howe MK, et al. 27-Hydroxycholesterol links hypercholesterolemia and breast cancer pathophysiology. Science (80-). 2013;342:1094–8.CrossRef
23.
24.
go back to reference Ahern TP, Lash TL, Damkier P, Christiansen PM, Cronin-Fenton DP. Statins and breast cancer prognosis: evidence and opportunities. Lancet Oncol. 2014;15:e461–8.CrossRefPubMedPubMedCentral Ahern TP, Lash TL, Damkier P, Christiansen PM, Cronin-Fenton DP. Statins and breast cancer prognosis: evidence and opportunities. Lancet Oncol. 2014;15:e461–8.CrossRefPubMedPubMedCentral
27.
go back to reference Planitzer SA, Machl AW, Rueckels M, Kubbies M. Identification of a novel c-DNA overexpressed in Fanconi’s anemia fibroblasts partially homologous to a putative L-3-phosphoserine-phosphatase. Gene. 1998;210:297–306.CrossRefPubMed Planitzer SA, Machl AW, Rueckels M, Kubbies M. Identification of a novel c-DNA overexpressed in Fanconi’s anemia fibroblasts partially homologous to a putative L-3-phosphoserine-phosphatase. Gene. 1998;210:297–306.CrossRefPubMed
Metadata
Title
Race-associated biological differences among luminal A and basal-like breast cancers in the Carolina Breast Cancer Study
Authors
Humberto Parada Jr
Xuezheng Sun
Jodie M. Fleming
ClarLynda R. Williams-DeVane
Erin L. Kirk
Linnea T. Olsson
Charles M. Perou
Andrew F. Olshan
Melissa A. Troester
Publication date
01-12-2017
Publisher
BioMed Central
Published in
Breast Cancer Research / Issue 1/2017
Electronic ISSN: 1465-542X
DOI
https://doi.org/10.1186/s13058-017-0914-6

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