Skip to main content
Top
Published in: Breast Cancer Research and Treatment 2/2013

01-04-2013 | Epidemiology

Variation in tumor natural history contributes to racial disparities in breast cancer stage at diagnosis

Published in: Breast Cancer Research and Treatment | Issue 2/2013

Login to get access

Abstract

Black women tend to be diagnosed with breast cancer at a more advanced stage than whites and subsequently experience elevated breast cancer mortality. We sought to determine whether there are racial differences in tumor natural history that contribute to these disparities. We used the University of Wisconsin Breast Cancer Simulation Model, a validated member of the National Cancer Institute’s Cancer Intervention and Surveillance Modeling Network, to evaluate the contribution of racial differences in tumor natural history to observed disparities in breast cancer incidence. We fit eight natural history parameters in race-specific models by calibrating to the observed race- and stage-specific 1975–2000 U.S. incidence rates, while accounting for known racial variation in population structure, underlying risk of breast cancer, screening mammography utilization, and mortality from other causes. The best fit models indicated that a number of natural history parameters must vary between blacks and whites to reproduce the observed stage-specific incidence patterns. The mean of the tumor growth rate parameter was 63.6 % higher for blacks than whites (0.18, SE 0.04 vs. 0.11, SE 0.02). The fraction of tumors considered highly aggressive based on their tendency to metastasize at a small size was 2.2 times greater among blacks than whites (0.41, SE 0.009 vs. 0.019, SE 0.008). Based on our simulation model, breast tumors in blacks grow faster and are more likely to metastasize earlier than tumors in whites. These differences suggest that targeted prevention and detection strategies that go beyond equalizing access to mammography may be needed to eliminate breast cancer disparities.
Literature
1.
go back to reference Smigal C, Jemal A, Ward E, Cokkinides V, Smith R, Howe HL, Thun M (2006) Trends in breast cancer by race and ethnicity: update. CA Cancer J Clin 56(3):168–183PubMedCrossRef Smigal C, Jemal A, Ward E, Cokkinides V, Smith R, Howe HL, Thun M (2006) Trends in breast cancer by race and ethnicity: update. CA Cancer J Clin 56(3):168–183PubMedCrossRef
2.
go back to reference Ghafoor A, Jemal A, Cokkinides V, Cardinez C, Murray T, Samuels A, Thun MJ (2002) Cancer statistics for African Americans. CA Cancer J Clin 52(6):326–341PubMedCrossRef Ghafoor A, Jemal A, Cokkinides V, Cardinez C, Murray T, Samuels A, Thun MJ (2002) Cancer statistics for African Americans. CA Cancer J Clin 52(6):326–341PubMedCrossRef
3.
go back to reference Howlader N, Noone AM, Krapcho M, Neyman N, Aminou R, Waldron W, et al. (2011) SEER Cancer Statistics Review, 1975–2008, based on November 2010 SEER data submission, posted to the SEER web site (2011) National Cancer Institute. Bethesda, http://seer.cancer.gov/csr/1975_2008/. Accessed November 24, 2011 Howlader N, Noone AM, Krapcho M, Neyman N, Aminou R, Waldron W, et al. (2011) SEER Cancer Statistics Review, 1975–2008, based on November 2010 SEER data submission, posted to the SEER web site (2011) National Cancer Institute. Bethesda, http://​seer.​cancer.​gov/​csr/​1975_​2008/​. Accessed November 24, 2011
4.
go back to reference Miller BA, Hankey BF, Thomas TL (2002) Impact of sociodemographic factors, hormone receptor status, and tumor grade on ethnic differences in tumor stage and size for breast cancer in US women. Am J Epidemiol 155(6):534–545PubMedCrossRef Miller BA, Hankey BF, Thomas TL (2002) Impact of sociodemographic factors, hormone receptor status, and tumor grade on ethnic differences in tumor stage and size for breast cancer in US women. Am J Epidemiol 155(6):534–545PubMedCrossRef
6.
go back to reference Li CI, Malone KE, Daling JR (2003) Differences in breast cancer stage, treatment, and survival by race and ethnicity. Arch Intern Med 163(1):49–56PubMedCrossRef Li CI, Malone KE, Daling JR (2003) Differences in breast cancer stage, treatment, and survival by race and ethnicity. Arch Intern Med 163(1):49–56PubMedCrossRef
7.
8.
go back to reference Ghafoor A, Jemal A, Ward E, Cokkinides V, Smith R, Thun M (2003) Trends in breast cancer by race and ethnicity. CA Cancer J Clin 53(6):342–355PubMedCrossRef Ghafoor A, Jemal A, Ward E, Cokkinides V, Smith R, Thun M (2003) Trends in breast cancer by race and ethnicity. CA Cancer J Clin 53(6):342–355PubMedCrossRef
10.
go back to reference 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(6):439–448. doi:10.1093/jnci/dji064 PubMedCrossRef 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(6):439–448. doi:10.​1093/​jnci/​dji064 PubMedCrossRef
12.
go back to reference Smith-Bindman R, Miglioretti DL, Lurie N, Abraham L, Barbash RB, Strzelczyk J, Dignan M, Barlow WE, Beasley CM, Kerlikowske K (2006) Does utilization of screening mammography explain racial and ethnic differences in breast cancer? Ann Intern Med 144(8):541–553PubMed Smith-Bindman R, Miglioretti DL, Lurie N, Abraham L, Barbash RB, Strzelczyk J, Dignan M, Barlow WE, Beasley CM, Kerlikowske K (2006) Does utilization of screening mammography explain racial and ethnic differences in breast cancer? Ann Intern Med 144(8):541–553PubMed
13.
go back to reference 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. J Am Med Assoc 295(21):2492–2502. doi:10.1001/jama.295.21.2492 CrossRef 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. J Am Med Assoc 295(21):2492–2502. doi:10.​1001/​jama.​295.​21.​2492 CrossRef
14.
go back to reference Vicini F, Jones P, Rivers A, Wallace M, Mitchell C, Kestin L, Jaiyesimi I, Dekhne N, Martinez A (2010) Differences in disease presentation, management techniques, treatment outcome, and toxicities in African-American women with early stage breast cancer treated with breast-conserving therapy. Cancer 116(14):3485–3492. doi:10.1002/cncr.25088 PubMedCrossRef Vicini F, Jones P, Rivers A, Wallace M, Mitchell C, Kestin L, Jaiyesimi I, Dekhne N, Martinez A (2010) Differences in disease presentation, management techniques, treatment outcome, and toxicities in African-American women with early stage breast cancer treated with breast-conserving therapy. Cancer 116(14):3485–3492. doi:10.​1002/​cncr.​25088 PubMedCrossRef
16.
go back to reference Jazieh AR, Buncher CR (2002) Racial and age-related disparities in obtaining screening mammography: results of a statewide database. South Med J 95(10):1145–1148PubMed Jazieh AR, Buncher CR (2002) Racial and age-related disparities in obtaining screening mammography: results of a statewide database. South Med J 95(10):1145–1148PubMed
17.
go back to reference Elmore JG, Nakano CY, Linden HM, Reisch LM, Ayanian JZ, Larson EB (2005) Racial inequities in the timing of breast cancer detection, diagnosis, and initiation of treatment. Med Care 43(2):141–148PubMedCrossRef Elmore JG, Nakano CY, Linden HM, Reisch LM, Ayanian JZ, Larson EB (2005) Racial inequities in the timing of breast cancer detection, diagnosis, and initiation of treatment. Med Care 43(2):141–148PubMedCrossRef
18.
go back to reference Peek ME, Han JH (2004) Disparities in screening mammography. Current status, interventions and implications. J Gen Intern Med 19(2):184–194PubMedCrossRef Peek ME, Han JH (2004) Disparities in screening mammography. Current status, interventions and implications. J Gen Intern Med 19(2):184–194PubMedCrossRef
21.
go back to reference Mandelblatt JS, Cronin KA, Bailey S, Berry DA, de Koning HJ, Draisma G, Huang H, Lee SJ, Munsell M, Plevritis SK, Ravdin P, Schechter CB, Sigal B, Stoto MA, Stout NK, van Ravesteyn NT, Venier J, Zelen M, Feuer EJ (2009) Effects of mammography screening under different screening schedules: model estimates of potential benefits and harms. Ann Intern Med 151(10):738–747. doi:10.1059/0003-4819-151-10-200911170-00010 PubMed Mandelblatt JS, Cronin KA, Bailey S, Berry DA, de Koning HJ, Draisma G, Huang H, Lee SJ, Munsell M, Plevritis SK, Ravdin P, Schechter CB, Sigal B, Stoto MA, Stout NK, van Ravesteyn NT, Venier J, Zelen M, Feuer EJ (2009) Effects of mammography screening under different screening schedules: model estimates of potential benefits and harms. Ann Intern Med 151(10):738–747. doi:10.​1059/​0003-4819-151-10-200911170-00010 PubMed
22.
23.
go back to reference 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(9):1342–1349. doi:10.1200/JCO.2005.03.3472 PubMedCrossRef 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(9):1342–1349. doi:10.​1200/​JCO.​2005.​03.​3472 PubMedCrossRef
25.
go back to reference Berry DA, Cronin KA, Plevritis SK, Fryback DG, Clarke L, Zelen M, Mandelblatt JS, Yakovlev AY, Habbema JD, Feuer EJ (2005) Effect of screening and adjuvant therapy on mortality from breast cancer. N Engl J Med 353(17):1784–1792. doi:10.1056/NEJMoa050518 PubMedCrossRef Berry DA, Cronin KA, Plevritis SK, Fryback DG, Clarke L, Zelen M, Mandelblatt JS, Yakovlev AY, Habbema JD, Feuer EJ (2005) Effect of screening and adjuvant therapy on mortality from breast cancer. N Engl J Med 353(17):1784–1792. doi:10.​1056/​NEJMoa050518 PubMedCrossRef
26.
go back to reference Stout NK, Rosenberg MA, Trentham-Dietz A, Smith MA, Robinson SM, Fryback DG (2006) Retrospective cost-effectiveness analysis of screening mammography. J Natl Cancer Inst 98(11):774–782. doi:10.1093/jnci/djj210 PubMedCrossRef Stout NK, Rosenberg MA, Trentham-Dietz A, Smith MA, Robinson SM, Fryback DG (2006) Retrospective cost-effectiveness analysis of screening mammography. J Natl Cancer Inst 98(11):774–782. doi:10.​1093/​jnci/​djj210 PubMedCrossRef
27.
go back to reference Tosteson AN, Stout NK, Fryback DG, Acharyya S, Herman BA, Hannah LG, Pisano ED (2008) Cost-effectiveness of digital mammography breast cancer screening. Ann Intern Med 148(1):1–10PubMed Tosteson AN, Stout NK, Fryback DG, Acharyya S, Herman BA, Hannah LG, Pisano ED (2008) Cost-effectiveness of digital mammography breast cancer screening. Ann Intern Med 148(1):1–10PubMed
29.
go back to reference Spratt JS, Spratt JA (2002) Growth rates. In: Donegan WL (ed) Cancer of the breast, 5th edn. Saunders, Philadelphia, pp 443–476 Spratt JS, Spratt JA (2002) Growth rates. In: Donegan WL (ed) Cancer of the breast, 5th edn. Saunders, Philadelphia, pp 443–476
30.
go back to reference Cronin KA, Yu B, Krapcho M, Miglioretti DL, Fay MP, Izmirlian G, Ballard-Barbash R, Geller BM, Feuer EJ (2005) Modeling the dissemination of mammography in the United States. Cancer Causes Control 16(6):701–712. doi:10.1007/s10552-005-0693-8 PubMedCrossRef Cronin KA, Yu B, Krapcho M, Miglioretti DL, Fay MP, Izmirlian G, Ballard-Barbash R, Geller BM, Feuer EJ (2005) Modeling the dissemination of mammography in the United States. Cancer Causes Control 16(6):701–712. doi:10.​1007/​s10552-005-0693-8 PubMedCrossRef
32.
go back to reference Mariotto AB, Feuer EJ, Harlan LC, Abrams J (2006) Dissemination of adjuvant multiagent chemotherapy and tamoxifen for breast cancer in the United States using estrogen receptor information: 1975–1999. J Natl Cancer Inst Monogr 36:7–15. doi:10.1093/jncimonographs/lgj003 PubMedCrossRef Mariotto AB, Feuer EJ, Harlan LC, Abrams J (2006) Dissemination of adjuvant multiagent chemotherapy and tamoxifen for breast cancer in the United States using estrogen receptor information: 1975–1999. J Natl Cancer Inst Monogr 36:7–15. doi:10.​1093/​jncimonographs/​lgj003 PubMedCrossRef
36.
go back to reference Software: Surveillance Research Program, National Cancer Institute SEER*Stat software version 6.6.2. Available from: www.seer.cancer.gov/seerstat. Data: Surveillance, Epidemiology, and End Results (SEER) Program. Available from: www.seer.cancer.gov. SEER*Stat Database: Incidence—SEER 9 Regs Research Data, Nov 2009 Sub (1973–2007) < single ages to 85+, Katrina/Rita Population Adjustment > - Linked To County Attributes—Total U.S., 1969–2007 Counties, National Cancer Institute, DCCPS, Surveillance Research Program, Cancer Statistics Branch, released April 2010, based on the November 2009 submission Software: Surveillance Research Program, National Cancer Institute SEER*Stat software version 6.6.2. Available from: www.​seer.​cancer.​gov/​seerstat. Data: Surveillance, Epidemiology, and End Results (SEER) Program. Available from: www.​seer.​cancer.​gov. SEER*Stat Database: Incidence—SEER 9 Regs Research Data, Nov 2009 Sub (1973–2007) < single ages to 85+, Katrina/Rita Population Adjustment > - Linked To County Attributes—Total U.S., 1969–2007 Counties, National Cancer Institute, DCCPS, Surveillance Research Program, Cancer Statistics Branch, released April 2010, based on the November 2009 submission
37.
go back to reference Cronin KA, Miglioretti DL, Krapcho M, Yu B, Geller BM, Carney PA, Onega T, Feuer EJ, Breen N, Ballard-Barbash R (2009) Bias associated with self-report of prior screening mammography. Cancer Epidemiol Biomarkers Prev 18(6):1699–1705. doi:10.1158/1055-9965.EPI-09-0020 PubMedCrossRef Cronin KA, Miglioretti DL, Krapcho M, Yu B, Geller BM, Carney PA, Onega T, Feuer EJ, Breen N, Ballard-Barbash R (2009) Bias associated with self-report of prior screening mammography. Cancer Epidemiol Biomarkers Prev 18(6):1699–1705. doi:10.​1158/​1055-9965.​EPI-09-0020 PubMedCrossRef
38.
go back to reference Wasserman LA (2004) All of statistics: a conscise course in statistical inference. Springer texts in statistics, 1st edn. Springer, New York Wasserman LA (2004) All of statistics: a conscise course in statistical inference. Springer texts in statistics, 1st edn. Springer, New York
39.
go back to reference Morris GJ, Naidu S, Topham AK, Guiles F, Xu Y, McCue P, Schwartz GF, Park PK, Rosenberg AL, Brill K, Mitchell EP (2007) 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 110(4):876–884. doi:10.1002/cncr.22836 PubMedCrossRef Morris GJ, Naidu S, Topham AK, Guiles F, Xu Y, McCue P, Schwartz GF, Park PK, Rosenberg AL, Brill K, Mitchell EP (2007) 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 110(4):876–884. doi:10.​1002/​cncr.​22836 PubMedCrossRef
40.
go back to reference van Ravesteyn NT, Schechter CB, Near AM, Heijnsdijk EA, Stoto MA, Draisma G, de Koning HJ, Mandelblatt JS (2011) Race-specific impact of natural history, mammography screening, and adjuvant treatment on breast cancer mortality rates in the United States. Cancer Epidemiol Biomarkers Prev 20(1):112–122. doi:10.1158/1055-9965.EPI-10-0944 PubMedCrossRef van Ravesteyn NT, Schechter CB, Near AM, Heijnsdijk EA, Stoto MA, Draisma G, de Koning HJ, Mandelblatt JS (2011) Race-specific impact of natural history, mammography screening, and adjuvant treatment on breast cancer mortality rates in the United States. Cancer Epidemiol Biomarkers Prev 20(1):112–122. doi:10.​1158/​1055-9965.​EPI-10-0944 PubMedCrossRef
41.
go back to reference Joslyn SA (2002) Hormone receptors in breast cancer: racial differences in distribution and survival. Breast Cancer Res Treat 73(1):45–59PubMedCrossRef Joslyn SA (2002) Hormone receptors in breast cancer: racial differences in distribution and survival. Breast Cancer Res Treat 73(1):45–59PubMedCrossRef
42.
go back to reference McCullough ML, Feigelson HS, Diver WR, Patel AV, Thun MJ, Calle EE (2005) Risk factors for fatal breast cancer in African-American women and White women in a large US prospective cohort. Am J Epidemiol 162(8):734–742. doi:10.1093/aje/kwi278 PubMedCrossRef McCullough ML, Feigelson HS, Diver WR, Patel AV, Thun MJ, Calle EE (2005) Risk factors for fatal breast cancer in African-American women and White women in a large US prospective cohort. Am J Epidemiol 162(8):734–742. doi:10.​1093/​aje/​kwi278 PubMedCrossRef
43.
45.
go back to reference Huo D, Ikpatt F, Khramtsov A, Dangou JM, Nanda R, Dignam J, Zhang B, Grushko T, Zhang C, Oluwasola O, Malaka D, Malami S, Odetunde A, Adeoye AO, Iyare F, Falusi A, Perou CM, Olopade OI (2009) Population differences in breast cancer: survey in indigenous African women reveals over-representation of triple-negative breast cancer. J Clin Oncol 27(27):4515–4521. doi:10.1200/JCO.2008.19.6873 PubMedCrossRef Huo D, Ikpatt F, Khramtsov A, Dangou JM, Nanda R, Dignam J, Zhang B, Grushko T, Zhang C, Oluwasola O, Malaka D, Malami S, Odetunde A, Adeoye AO, Iyare F, Falusi A, Perou CM, Olopade OI (2009) Population differences in breast cancer: survey in indigenous African women reveals over-representation of triple-negative breast cancer. J Clin Oncol 27(27):4515–4521. doi:10.​1200/​JCO.​2008.​19.​6873 PubMedCrossRef
46.
go back to reference Flegal KM, Carroll MD, Ogden CL, Johnson CL (2002) Prevalence and trends in obesity among US adults, 1999–2000. J Am Med Assoc 288(14):1723–1727CrossRef Flegal KM, Carroll MD, Ogden CL, Johnson CL (2002) Prevalence and trends in obesity among US adults, 1999–2000. J Am Med Assoc 288(14):1723–1727CrossRef
47.
go back to reference Cohen SS, Palmieri RT, Nyante SJ, Koralek DO, Kim S, Bradshaw P, Olshan AF (2008) Obesity and screening for breast, cervical, and colorectal cancer in women: a review. Cancer 112(9):1892–1904. doi:10.1002/cncr.23408 PubMedCrossRef Cohen SS, Palmieri RT, Nyante SJ, Koralek DO, Kim S, Bradshaw P, Olshan AF (2008) Obesity and screening for breast, cervical, and colorectal cancer in women: a review. Cancer 112(9):1892–1904. doi:10.​1002/​cncr.​23408 PubMedCrossRef
48.
49.
go back to reference Worthington J, Waterbor JW, Funkhouser E, Falkson C, Cofield S, Fouad M (2008) Receipt of standard breast cancer treatment by African American and White women. Int J Med Sci 5(4):181–188PubMedCrossRef Worthington J, Waterbor JW, Funkhouser E, Falkson C, Cofield S, Fouad M (2008) Receipt of standard breast cancer treatment by African American and White women. Int J Med Sci 5(4):181–188PubMedCrossRef
50.
51.
go back to reference Curtis E, Quale C, Haggstrom D, Smith-Bindman R (2008) Racial and ethnic differences in breast cancer survival: how much is explained by screening, tumor severity, biology, treatment, comorbidities, and demographics? Cancer 112(1):171–180. doi:10.1002/cncr.23131 PubMedCrossRef Curtis E, Quale C, Haggstrom D, Smith-Bindman R (2008) Racial and ethnic differences in breast cancer survival: how much is explained by screening, tumor severity, biology, treatment, comorbidities, and demographics? Cancer 112(1):171–180. doi:10.​1002/​cncr.​23131 PubMedCrossRef
52.
go back to reference Shavers VL, Brown ML (2002) Racial and ethnic disparities in the receipt of cancer treatment. J Natl Cancer Inst 94(5):334–357PubMedCrossRef Shavers VL, Brown ML (2002) Racial and ethnic disparities in the receipt of cancer treatment. J Natl Cancer Inst 94(5):334–357PubMedCrossRef
54.
go back to reference Fedewa SA, Ward EM, Stewart AK, Edge SB (2010) Delays in adjuvant chemotherapy treatment among patients with breast cancer are more likely in African American and Hispanic populations: a national cohort study 2004–2006. J Clin Oncol 28(27):4135–4141. doi:10.1200/JCO.2009.27.2427 PubMedCrossRef Fedewa SA, Ward EM, Stewart AK, Edge SB (2010) Delays in adjuvant chemotherapy treatment among patients with breast cancer are more likely in African American and Hispanic populations: a national cohort study 2004–2006. J Clin Oncol 28(27):4135–4141. doi:10.​1200/​JCO.​2009.​27.​2427 PubMedCrossRef
57.
58.
go back to reference Hershman DL, Unger JM, Barlow WE, Hutchins LF, Martino S, Osborne CK, Livingston RB, Albain KS (2009) Treatment quality and outcomes of African American versus white breast cancer patients: retrospective analysis of Southwest Oncology studies S8814/S8897. J Clin Oncol 27(13):2157–2162. doi:10.1200/JCO.2008.19.1163 PubMedCrossRef Hershman DL, Unger JM, Barlow WE, Hutchins LF, Martino S, Osborne CK, Livingston RB, Albain KS (2009) Treatment quality and outcomes of African American versus white breast cancer patients: retrospective analysis of Southwest Oncology studies S8814/S8897. J Clin Oncol 27(13):2157–2162. doi:10.​1200/​JCO.​2008.​19.​1163 PubMedCrossRef
61.
go back to reference Griggs JJ, Culakova E, Sorbero ME, van Ryn M, Poniewierski MS, Wolff DA, Crawford J, Dale DC, Lyman GH (2007) Effect of patient socioeconomic status and body mass index on the quality of breast cancer adjuvant chemotherapy. J Clin Oncol 25(3):277–284. doi:10.1200/JCO.2006.08.3063 PubMedCrossRef Griggs JJ, Culakova E, Sorbero ME, van Ryn M, Poniewierski MS, Wolff DA, Crawford J, Dale DC, Lyman GH (2007) Effect of patient socioeconomic status and body mass index on the quality of breast cancer adjuvant chemotherapy. J Clin Oncol 25(3):277–284. doi:10.​1200/​JCO.​2006.​08.​3063 PubMedCrossRef
62.
go back to reference Reding KW, Carlson CS, Kahsai O, Chen CC, McDavid A, Doody DR, Chen C, Ornelas I, Lowe K, Bernstein L, Weiss L, McDonald JA, Simon MS, Strom B, Marchbanks PA, Burkman R, Spirtas R, Liff JM, Malone KE (2012) Examination of ancestral informative markers and self-reported race with tumor characteristics of breast cancer among black and white women. Breast Cancer Res Treat 134(2):801–809. doi:10.1007/s10549-012-2099-0 PubMedCrossRef Reding KW, Carlson CS, Kahsai O, Chen CC, McDavid A, Doody DR, Chen C, Ornelas I, Lowe K, Bernstein L, Weiss L, McDonald JA, Simon MS, Strom B, Marchbanks PA, Burkman R, Spirtas R, Liff JM, Malone KE (2012) Examination of ancestral informative markers and self-reported race with tumor characteristics of breast cancer among black and white women. Breast Cancer Res Treat 134(2):801–809. doi:10.​1007/​s10549-012-2099-0 PubMedCrossRef
Metadata
Title
Variation in tumor natural history contributes to racial disparities in breast cancer stage at diagnosis
Publication date
01-04-2013
Published in
Breast Cancer Research and Treatment / Issue 2/2013
Print ISSN: 0167-6806
Electronic ISSN: 1573-7217
DOI
https://doi.org/10.1007/s10549-013-2435-z

Other articles of this Issue 2/2013

Breast Cancer Research and Treatment 2/2013 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine