Abstract
Purpose
Mortality reduction attributable to organized breast screening is modest. Screening may be less effective at detecting more aggressive cancers at an earlier stage. This study was conducted to determine the relative efficacy of screening mammography to detect cancers at an earlier stage by molecular phenotype.
Methods
We identified 2882 women with primary invasive breast cancer diagnosed between January 1, 2008 and December 31, 2012 and who had a mammogram through the Ontario Breast Screening Program in the 28 months before diagnosis. Five tumor phenotypes were defined by expression of estrogen (ER) and progesterone (PR) receptors and HER2/neu oncogene. We conducted univariable and multivariable analyses to describe the predictors of detection as an interval cancer. Additional analyses identified predictors of detection at stages II, III, or IV compared with stage I, by phenotype. Analyses were adjusted for the effects of age, grade, and breast density.
Results
ER negative and HER2 positive tumors were over-represented among interval cancers, and triple negative cancers were more likely than ER +/HER2 − cancers to be detected as interval cancers OR 2.5 (95% CI 2.0–3.2, p < 0.0001). Method of detection (interval vs. screen) and molecular phenotype were independently associated with stage at diagnosis (p < 0.0001), but there was no interaction between method of detection and phenotype (p = 0.44).
Conclusion
In a screened population, triple negative and HER2 + breast cancers are diagnosed at a higher stage but this appears to be due to higher growth rates of these tumors rather than a relative inability of screening to detect them.
Similar content being viewed by others
References
Baum M (2004) Breast cancer screening comes full circle. JNCI J Natl Cancer Inst 96(20):1490–1491
Berry DA, Cronin KA, Plevritis SK et al (2005) Effect of screening and adjuvant therapy on mortality from breast cancer. N Engl J Med 353(17):1784–1792
Bleyer A, Welch HG (2012) Effect of three decades of screening mammography on breast-cancer incidence. N Engl J Med 367(21):1998–2005
Bleyer A, Baines C, Miller AB (2016) Impact of screening mammography on breast cancer mortality. Int J Cancer 138(8):2003–2012
Buist DS, Porter PL, Lehman C et al (2004) Factors contributing to mammography failure in women aged 40–49 years. 96(19):1432–1440
Coburn NG, Cady B, Fulton JP et al (2012) Improving size, lymph node metastatic rate, breast conservation, and mortality of invasive breast cancer in Rhode Island women, a well-screened population. Breast Cancer Res Treat 135(3):831–837
Collett K, Stefansson IM, Eide J et al (2005) A basal epithelial phenotype is more frequent in interval breast cancers compared with screen detected tumors. Cancer Epidemiol Biomark Prev 14(5):1108–1112
Dawood S, Hu R, Homes MD et al (2011) Defining breast cancer prognosis based on molecular phenotypes: results from a large cohort study. Breast Cancer Res Treat 126(1):185–192
Day N, Warren R (2000) Mammographic screening and mammographic patterns. Breast Cancer Res 2(4):247–251
de Roos M, van der Vegt B, de Vries J et al (2007) Pathological and biological differences between screen-detected and interval ductal carcinoma in situ of the breast. Ann Surg Oncol 14(7):2097–2104
DeSantis CE, Fedewa SA, Goding Sauer A et al (2016) Breast cancer statistics, 2015: convergence of incidence rates between black and white women. CA Cancer J Clin 66(1):31–42
Dogan BE, Turnbull LW (2012) Imaging of triple-negative breast cancer. Ann Oncol 23(Suppl 6):23–29
Dogan BE, Gonzalez-Angulo AM, Gilcrease M et al (2010) Multimodality imaging of triple receptor-negative tumors with mammography, ultrasound, and MRI. AJR Am J Roentgenol 194(4):1160–1166
Domingo L, Blanch J, Servitja S et al (2013) Aggressiveness features and outcomes of true interval cancers: comparison between screen-detected and symptom-detected cancers. Eur J Cancer Prev 22(1):21–28
Ernst MF, Roukema JA, Coebergh JW et al (2002) Breast cancers found by screening: earlier detection, lower malignant potential or both? Breast Cancer Res Treat 76(1):19–25
Huynh PT, Jarolimek AM, Daye S (1998) The false-negative mammogram. Radiographics 18(5):1137–1154
Jatoi I, Anderson WF (2017) Breast-cancer tumor size and screening effectiveness. N Engl J Med 376(1):93
Jose Bento M, Goncalves G, Aguiar A et al (2014) Clinicopathological differences between interval and screen-detected breast cancers diagnosed within a screening programme in northern Portugal. J Med Screen 21(2):104–109
Kim J, Lee S, Bae S et al (2012) Comparison between screen-detected and symptomatic breast cancers according to molecular subtypes. Breast Cancer Res Treat 131(2):527–540
Kirsh VA, Chiarelli AM, Edwards SA et al (2011) Tumor characteristics associated with mammographic detection of breast cancer in the ontario breast screening program. J Natl Cancer Inst 103(12):942–950
Lehtimaki T, Lundin M, Linder N et al (2011) Long-term prognosis of breast cancer detected by mammography screening or other methods. Breast Cancer Res 13(6):R134
Mandelson MT, Oestreicher N, Porter PL et al (2000) Breast density as a predictor of mammographic detection: comparison of interval- and screen-detected cancers. J Natl Cancer Inst 92(13):1081–1087
Munoz D, Near AM, van Ravesteyn NT et al (2014) Effects of screening and systemic adjuvant therapy on ER-specific US breast cancer mortality. J Natl Cancer Inst. https://doi.org/10.1093/jnci/dju289
Palka I, Kelemen G, Ormandi K et al (2008) Tumor characteristics in screen-detected and symptomatic breast cancers. Pathol Oncol Res 14(2):161–167
Parise CA, Caggiano V (2014) Breast cancer survival defined by the ER/PR/HER2 subtypes and a surrogate classification according to tumor grade and immunohistochemical biomarkers. J Cancer Epidemiol. https://doi.org/10.1155/2014/469251
Patani N, Martin L, Dowsett M (2013) Biomarkers for the clinical management of breast cancer: International perspective. Int J Cancer 133(1):1–13
Porter PL, ElBastawissi AY, Mandelson MT et al (1999) Breast tumor characteristics as predictors of mammographic detection: comparison of interval- and screen-detected cancers. JNCI J Natl Cancer Inst 91(23):2020–2028
Porter GJ, Evans AJ, Burrell HC et al (2007) NHSBSP type 1 interval cancers: a scientifically valid grouping? Clin Radiol 62(3):262–267
Sihto H, Lundin J, Lehtimaki T et al (2008) Molecular subtypes of breast cancers detected in mammography screening and outside of screening. Clin Cancer Res 14(13):4103–4110
The Canadian Task Force on Preventive Health Care (2011) Recommendations on screening for average risk women age 40–74. CMAJ Can Med Assoc J 183(17):1991–2000
Wang Y, Ikeda DM, Narasimhan B et al (2008) Estrogen receptor-negative invasive breast cancer: imaging features of tumors with and without human epidermal growth factor receptor type 2 overexpression. Radiology 246(2):367–375
Weber RJP, van Bommel RMG, Louwman MW et al (2016) Characteristics and prognosis of interval cancers after biennial screen-film or full-field digital screening mammography. Breast Cancer Res Treat 158(3):471–483
Welch HG, Prorok PC, O’Malley AJ et al (2016) Breast-cancer tumor size, overdiagnosis, and mammography screening effectiveness. N Engl J Med 375(15):1438–1447
Weller DP, Patnick J, McIntosh HM et al (2009) Uptake in cancer screening programmes. Lancet Oncol 10(7):693–699
Acknowledgements
The opinions, results, and conclusions reported in this paper are those of the authors and are independent from the funding sources. No endorsement by the Institute for Clinical Evaluative Sciences or the Ontario Ministry of Health and Long-Term Care is intended or should be inferred. Parts of this material are based on data and information provided by Cancer Care Ontario (CCO). The opinions, results, views, and conclusions reported in this paper are those of the authors and do not necessarily reflect those of CCO. No endorsement by CCO is intended or should be inferred.
Funding
This study is supported by the Institute for Clinical Evaluative Sciences, which is funded by an annual Grant from the Ontario Ministry of Health and Long-Term Care.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors have no conflicts of interest to disclose. The study was conducted in accordance with Ontario and Canadian law.
Ethical approval
This article does not contain any studies with human participants or animals performed by any of the authors.
Rights and permissions
About this article
Cite this article
Holloway, C.M.B., Jiang, L., Whitehead, M. et al. Organized screening detects breast cancer at earlier stage regardless of molecular phenotype. J Cancer Res Clin Oncol 144, 1769–1775 (2018). https://doi.org/10.1007/s00432-018-2687-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00432-018-2687-4