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Published in: Journal of Cancer Research and Clinical Oncology 2/2013

01-02-2013 | Original Paper

Biological characteristics of interval cancers: a role for biomarkers in the breast cancer screening

Authors: A. Caldarella, D. Puliti, E. Crocetti, S. Bianchi, V. Vezzosi, P. Apicella, M. Biancalani, A. Giannini, C. Urso, F. Zolfanelli, E. Paci

Published in: Journal of Cancer Research and Clinical Oncology | Issue 2/2013

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Abstract

Introduction

In a population-based screening program, a percentage of tumors remain undetected; these tumors comprise a heterogeneous group, and they are more likely to have adverse prognostic features. The aim of this study was to identify differences in biological characteristics of screen-detected versus interval breast cancers in a population-based screening program according to molecular subtypes.

Materials and methods

We analyzed the population-based data from a long-running screening program in the area of Florence. Data on screening history and on age, T and N status, grade, histotype, hormonal status and Ki-67 and HER2 expression were retrieved. Subtypes of breast cancer were defined on the expression of ER, PR, Ki-67 and HER2: luminal A if ER/PR+, HER2− and Ki67 <14 %, luminal B (HER2 negative) if ER/PR+, HER2− and Ki67 ≥14 %, luminal B (HER2 positive) if ER/PR+ and HER2+, triple negative if ER/PR−and HER2−, HER2 positive if ER/PR− and HER2+. Association between molecular subtypes and mode of detection will be evaluated by a logistic regression model adjusted for the potential confounding variables.

Results

Information about biomarkers was known for 277 cases, 211 screening-detected and 66 interval cancers. Among interval cases, the triple-negative cancers were more represented than luminal A (OR = 3.52; CI, 1.112–11.13; p = 0.0319), while the proportion of HER2+ was quite similar (OR = 1.57; p = 0.4709).

Conclusion

Although made on a small number of cases, our results suggest a difference in distribution of molecular subtypes according to mode detection, confirming the results of earlier studies.
Literature
go back to reference Anttinen J, Kuopio T, Nykanen M, Torkkeli H, Saari U, Juhola M (2003) Her-2/Neu oncogene amplification and protein over-expression in interval and screen-detected breast cancers. Anticancer Res 23(5b):4213–4218PubMed Anttinen J, Kuopio T, Nykanen M, Torkkeli H, Saari U, Juhola M (2003) Her-2/Neu oncogene amplification and protein over-expression in interval and screen-detected breast cancers. Anticancer Res 23(5b):4213–4218PubMed
go back to reference Bernstein L, Lacey JV Jr (2011) Receptors, associations, and risk factor differences by breast cancer subtypes: positive or negative? JNCI 103(6):2–4CrossRef Bernstein L, Lacey JV Jr (2011) Receptors, associations, and risk factor differences by breast cancer subtypes: positive or negative? JNCI 103(6):2–4CrossRef
go back to reference Caldarella A, Crocetti E, Bianchi S, Vezzosi V, Urso C, Biancalani M, Zappa M (2011) Female breast cancer status according to ER, PR and HER2 expression: a population based analysis. Pathol Oncol Res 17(3):753–758PubMedCrossRef Caldarella A, Crocetti E, Bianchi S, Vezzosi V, Urso C, Biancalani M, Zappa M (2011) Female breast cancer status according to ER, PR and HER2 expression: a population based analysis. Pathol Oncol Res 17(3):753–758PubMedCrossRef
go back to reference Collett K, Stefansonn IM, Eide J, Braaten A, Wang H, Eide GE, Thoresen SO, Foulkes WD, Akslen LA (2005) A basal epithelial phenotype is more frequent in interval breast cancer compared with screen detected tumors. Cancer Epidemiol Biomarkers Prev 14(5):1108–1112PubMedCrossRef Collett K, Stefansonn IM, Eide J, Braaten A, Wang H, Eide GE, Thoresen SO, Foulkes WD, Akslen LA (2005) A basal epithelial phenotype is more frequent in interval breast cancer compared with screen detected tumors. Cancer Epidemiol Biomarkers Prev 14(5):1108–1112PubMedCrossRef
go back to reference Conroy SM, Pagano I, Kolonel LN, Maskarinec G (2011) Mammographic density and hormone receptor expression in breast cancer: the multiethnic cohort study. Cancer Epidemiol 35(5):448–452PubMedCrossRef Conroy SM, Pagano I, Kolonel LN, Maskarinec G (2011) Mammographic density and hormone receptor expression in breast cancer: the multiethnic cohort study. Cancer Epidemiol 35(5):448–452PubMedCrossRef
go back to reference Dawson SJ, Duffy SW, Blows FM, Driver KE, Provenzano E, LeQuesne J, Greenberg DC, Pharoah P, Caldas C, Wishart GC (2009) Molecular characteristics of screen detected vs symptomatic breast cancers and their impact on survival. Br J Cancer 101:1338–1344PubMedCrossRef Dawson SJ, Duffy SW, Blows FM, Driver KE, Provenzano E, LeQuesne J, Greenberg DC, Pharoah P, Caldas C, Wishart GC (2009) Molecular characteristics of screen detected vs symptomatic breast cancers and their impact on survival. Br J Cancer 101:1338–1344PubMedCrossRef
go back to reference Ding J, Warren R, Girling A, Thompson D, Easton D (2010) Mammographic density, estrogen receptor status and other breast cancer tumor characteristics. Breast J 16(3):279–289PubMedCrossRef Ding J, Warren R, Girling A, Thompson D, Easton D (2010) Mammographic density, estrogen receptor status and other breast cancer tumor characteristics. Breast J 16(3):279–289PubMedCrossRef
go back to reference Domingo L, Sala M, Servitja S, Corominas JM, Ferrer F, Martinez J, Macia F, Quintana MJ, Albanell J, Castells X (2010) Phenotypic characterizations and risk factors for interval breast cancers in a population based breast cancer screening program in Barcelona, Spain. Cancer Causes Control 21:1155–1164PubMedCrossRef Domingo L, Sala M, Servitja S, Corominas JM, Ferrer F, Martinez J, Macia F, Quintana MJ, Albanell J, Castells X (2010) Phenotypic characterizations and risk factors for interval breast cancers in a population based breast cancer screening program in Barcelona, Spain. Cancer Causes Control 21:1155–1164PubMedCrossRef
go back to reference Elston CW, Ellis IO (1991) Pathological prognostic factors in breast cancer. I. The value of histological grade in breast cancer: experience from a large study with long-term follow up. Histopathology 19:403–410PubMedCrossRef Elston CW, Ellis IO (1991) Pathological prognostic factors in breast cancer. I. The value of histological grade in breast cancer: experience from a large study with long-term follow up. Histopathology 19:403–410PubMedCrossRef
go back to reference Esserman LJ, Shieh Y, Park JW, Ozanne EM (2007) A role for biomarkers in the screening and diagnosis of breast cancer in younger women. Expert Rev Mol Diagn 7(5):533–544PubMedCrossRef Esserman LJ, Shieh Y, Park JW, Ozanne EM (2007) A role for biomarkers in the screening and diagnosis of breast cancer in younger women. Expert Rev Mol Diagn 7(5):533–544PubMedCrossRef
go back to reference Esserman LJ, Shieh Y, Rutgers EJT, Knauer M, Retel VP, Mook S, Glas AM, Moore DH, Linn S, van Leeuwen FE, van’t Veer LJ (2011) Impact of mammographic screening on the detection of good and poor prognosis breast cancers. Breast Cancer Res Treat 130(3):725–734PubMedCrossRef Esserman LJ, Shieh Y, Rutgers EJT, Knauer M, Retel VP, Mook S, Glas AM, Moore DH, Linn S, van Leeuwen FE, van’t Veer LJ (2011) Impact of mammographic screening on the detection of good and poor prognosis breast cancers. Breast Cancer Res Treat 130(3):725–734PubMedCrossRef
go back to reference Goldhirsch A, Wood WC, Coates AS, Gelber RD, Thurlimann Senn H-J, Panel members (2011) Strategies for subtypes-dealing with the diversity of breast cancer: highlights of the St Gallen International Expert Consensus on the primary therapy of early breast cancer 2011. Ann Oncol 22:1736–1747PubMedCrossRef Goldhirsch A, Wood WC, Coates AS, Gelber RD, Thurlimann Senn H-J, Panel members (2011) Strategies for subtypes-dealing with the diversity of breast cancer: highlights of the St Gallen International Expert Consensus on the primary therapy of early breast cancer 2011. Ann Oncol 22:1736–1747PubMedCrossRef
go back to reference Heusinger K, Jud SM, Haberle L, Hack C, Adamietz BR, Meier-Meitinger M, Lux MP, Wittenberg T, Wagner F, Loehberg CR, Uder M, Hartmann A, Schulz-Wendtland RS, Beckmann MW, Fasching PA (2012) Association of mammographic density with hormone receptors in invasive breast cancers-results from a case-only study. Int J Cancer. doi:10.1002/ijc.27515 Heusinger K, Jud SM, Haberle L, Hack C, Adamietz BR, Meier-Meitinger M, Lux MP, Wittenberg T, Wagner F, Loehberg CR, Uder M, Hartmann A, Schulz-Wendtland RS, Beckmann MW, Fasching PA (2012) Association of mammographic density with hormone receptors in invasive breast cancers-results from a case-only study. Int J Cancer. doi:10.​1002/​ijc.​27515
go back to reference Kerlikowske K, Phipps AI (2011) Breast density influences tumor subtypes and tumor aggressiveness. JNCI 103(15):1143–1145PubMedCrossRef Kerlikowske K, Phipps AI (2011) Breast density influences tumor subtypes and tumor aggressiveness. JNCI 103(15):1143–1145PubMedCrossRef
go back to reference Kirsh VA, Chairelli AM, Edwards SA, O’Malley FP, Shumak RS, Yaffe MJ, Boyd NF (2011) Tumor characteristics associated with mammographic detection of breast cancer in the Ontario breast screening program. JNCI 103:1–9CrossRef Kirsh VA, Chairelli AM, Edwards SA, O’Malley FP, Shumak RS, Yaffe MJ, Boyd NF (2011) Tumor characteristics associated with mammographic detection of breast cancer in the Ontario breast screening program. JNCI 103:1–9CrossRef
go back to reference Ko ES, Lee BH, Kim HA, Noh WC, Kim MS, Lee SA (2010) Triple negative breast cancer: correlation between imaging and pathological findings. Eur Radiol 20:1111–1117PubMedCrossRef Ko ES, Lee BH, Kim HA, Noh WC, Kim MS, Lee SA (2010) Triple negative breast cancer: correlation between imaging and pathological findings. Eur Radiol 20:1111–1117PubMedCrossRef
go back to reference Kojima Y, Tsunoda H (2011) Mammography and ultrasound features of triple negative breast cancer. Breast Cancer 18(3):146–151PubMedCrossRef Kojima Y, Tsunoda H (2011) Mammography and ultrasound features of triple negative breast cancer. Breast Cancer 18(3):146–151PubMedCrossRef
go back to reference Lehtimaki T, Lundin M, Linder N, Sihto H, Turpeenniemi-Hujanen T, Kataja V, Isola J, Joensuu H, Lundin J (2011) Long-term prognosis of breast cancer detected by mammography screening or other methods. Breats Cancer Res 13(6):R134CrossRef Lehtimaki T, Lundin M, Linder N, Sihto H, Turpeenniemi-Hujanen T, Kataja V, Isola J, Joensuu H, Lundin J (2011) Long-term prognosis of breast cancer detected by mammography screening or other methods. Breats Cancer Res 13(6):R134CrossRef
go back to reference Lowery JT, Byers T, Kittelson J, Hokanson JE, Mouchawar J, Lewin J, Merrick D, Hines L, Singh M (2011) Differential expression of prognostic biomarkers between interval and screen-detected breast cancers: does age or family history matter? Breast Cancer Res Treat 129:211–219PubMedCrossRef Lowery JT, Byers T, Kittelson J, Hokanson JE, Mouchawar J, Lewin J, Merrick D, Hines L, Singh M (2011) Differential expression of prognostic biomarkers between interval and screen-detected breast cancers: does age or family history matter? Breast Cancer Res Treat 129:211–219PubMedCrossRef
go back to reference Ma H, Luo J, Press MF, Wang Y, Bernstein L, Ursin G (2009) Is there a difference in the association between percent mammographic density and subtypes of breast cancer? Luminal A and triple negative breast cancer. Cancer Epidemiol Biomarkers Prev 18(2):479–485PubMedCrossRef Ma H, Luo J, Press MF, Wang Y, Bernstein L, Ursin G (2009) Is there a difference in the association between percent mammographic density and subtypes of breast cancer? Luminal A and triple negative breast cancer. Cancer Epidemiol Biomarkers Prev 18(2):479–485PubMedCrossRef
go back to reference Musolino A, Michiara M, Conti GM, Boggiani D, Zatelli M, Palleschi D, Bella MA, Sgargi P, Di Blasio B, Ardizzoni A (2012) Human epidermal growth factor receptor 2 status and interval breast cancer in a population-based cancer registry study. JCO 30(19):2362–2368CrossRef Musolino A, Michiara M, Conti GM, Boggiani D, Zatelli M, Palleschi D, Bella MA, Sgargi P, Di Blasio B, Ardizzoni A (2012) Human epidermal growth factor receptor 2 status and interval breast cancer in a population-based cancer registry study. JCO 30(19):2362–2368CrossRef
go back to reference Palka I, Kelemen G, Ormandi K, Lazar G, Nyari T, Thurzo L, Kahan Z (2008) Tumor characteristics in screen detected and symptomatic breast cancers. Path Oncol Res 14:161–167CrossRef Palka I, Kelemen G, Ormandi K, Lazar G, Nyari T, Thurzo L, Kahan Z (2008) Tumor characteristics in screen detected and symptomatic breast cancers. Path Oncol Res 14:161–167CrossRef
go back to reference Sihto H, Lundin J, Lehtimaki T, Sarlomo-Rikala M, Butzow R, Holli K, Sailas L, Kataja V, Lundin M, Turpeenniemi-Hujanen T, Isola J, Heikkila P, Joensuu H (2008) Molecular subtypes of breast cancers detected in mammography screening and outside of screening. Clin Cancer Res 14(13):4103–4110PubMedCrossRef Sihto H, Lundin J, Lehtimaki T, Sarlomo-Rikala M, Butzow R, Holli K, Sailas L, Kataja V, Lundin M, Turpeenniemi-Hujanen T, Isola J, Heikkila P, Joensuu H (2008) Molecular subtypes of breast cancers detected in mammography screening and outside of screening. Clin Cancer Res 14(13):4103–4110PubMedCrossRef
go back to reference Tamaki K, Ishida T, Miyashita M, Amari M, Ohuchi N, Tamaki N, Sasano H (2011) Correlation between mammographic findings and the corresponding histopathology: a potential predictors for biological characteristics of breast diseases. Cancer Sci 102(12):2179–2185PubMedCrossRef Tamaki K, Ishida T, Miyashita M, Amari M, Ohuchi N, Tamaki N, Sasano H (2011) Correlation between mammographic findings and the corresponding histopathology: a potential predictors for biological characteristics of breast diseases. Cancer Sci 102(12):2179–2185PubMedCrossRef
go back to reference Yaghjyan L, Colditz GA, Collins LC, Schnitt SJ, Rosner B, Vachon C, Tamimi RM (2011) Mammographic breast density and subsequent risk of breast cancer in postmenopausal women according to tumor characteristics. JNCI 103(15):1179–1189PubMedCrossRef Yaghjyan L, Colditz GA, Collins LC, Schnitt SJ, Rosner B, Vachon C, Tamimi RM (2011) Mammographic breast density and subsequent risk of breast cancer in postmenopausal women according to tumor characteristics. JNCI 103(15):1179–1189PubMedCrossRef
go back to reference Yang WT, Dryden M, Broglio K, Gilcrease M, Dawood S, Dempsey PJ, Valero V, Hortobagyi G, Atchley D, Arun B (2008) Mammographic features of triple receptor-negative primary breast cancers in young premenopausal women. Breats Cancer Res Treat 111:405–410CrossRef Yang WT, Dryden M, Broglio K, Gilcrease M, Dawood S, Dempsey PJ, Valero V, Hortobagyi G, Atchley D, Arun B (2008) Mammographic features of triple receptor-negative primary breast cancers in young premenopausal women. Breats Cancer Res Treat 111:405–410CrossRef
Metadata
Title
Biological characteristics of interval cancers: a role for biomarkers in the breast cancer screening
Authors
A. Caldarella
D. Puliti
E. Crocetti
S. Bianchi
V. Vezzosi
P. Apicella
M. Biancalani
A. Giannini
C. Urso
F. Zolfanelli
E. Paci
Publication date
01-02-2013
Publisher
Springer-Verlag
Published in
Journal of Cancer Research and Clinical Oncology / Issue 2/2013
Print ISSN: 0171-5216
Electronic ISSN: 1432-1335
DOI
https://doi.org/10.1007/s00432-012-1304-1

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