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Published in: Breast Cancer Research 4/2006

Open Access 01-08-2006 | Research article

Comparison of gene expression profiles in core biopsies and corresponding surgical breast cancer samples

Authors: Rosanna Zanetti-Dällenbach, Vincent Vuaroqueaux, Edward Wight, Martin Labuhn, Gad Singer, Patrick Urban, Urs Eppenberger, Wolfgang Holzgreve, Serenella Eppenberger-Castori

Published in: Breast Cancer Research | Issue 4/2006

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Abstract

Introduction

Gene expression profiling has been successfully used to classify breast cancer into clinically distinct subtypes, and to predict the risk of recurrence and treatment response. The aim of this study was to investigate whether the gene expression profile (GEP) detected in a core biopsy (CB) is representative for the entire tumor, since CB is an important tool in breast cancer diagnosis. Moreover, we investigated whether performing CBs prior to the surgical excision could influence the GEP of the respective tumor.

Methods

We quantified the RNA expression of 60 relevant genes by quantitative real-time PCR in paired CBs and surgical specimens from 22 untreated primary breast cancer patients. Subsequently, expression data were compared with independent GEPs obtained from tumors of 317 patients without preceding CB.

Results

In 82% of the cases the GEP detected in the CB correlated very well with the corresponding profile in the surgical sample (rs ≥ 0.95, p < 0.001). Gene-by-gene analysis revealed four genes significantly elevated in the surgical sample compared to the CB; these comprised genes mainly involved in inflammation and the wound repair process as well as in tumor invasion and metastasis.

Conclusion

A GEP detected in a CB are representative for the entire tumor and is, therefore, of clinical relevance. The observed alterations of individual genes after performance of CB deserve attention since they might impact the clinical interpretation with respect to prognosis and therapy prediction of the GEP as detected in the surgical specimen following CB performance.
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Literature
1.
go back to reference Sorlie T, Perou CM, Tibshirani R, Aas T, Geisler S, Johnsen H, Hastie T, Eisen MB, van de Rijn M, Jeffrey SS, et al: Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci USA. 2001, 98: 10869-10874. 10.1073/pnas.191367098.CrossRefPubMedPubMedCentral Sorlie T, Perou CM, Tibshirani R, Aas T, Geisler S, Johnsen H, Hastie T, Eisen MB, van de Rijn M, Jeffrey SS, et al: Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proc Natl Acad Sci USA. 2001, 98: 10869-10874. 10.1073/pnas.191367098.CrossRefPubMedPubMedCentral
2.
go back to reference Chang JC, Wooten EC, Tsimelzon A, Hilsenbeck SG, Gutierrez MC, Elledge R, Mohsin S, Osborne CK, Chamness GC, Allred DC, et al: Gene expression profiling for the prediction of therapeutic response to docetaxel in patients with breast cancer. Lancet. 2003, 362: 362-369. 10.1016/S0140-6736(03)14023-8.CrossRefPubMed Chang JC, Wooten EC, Tsimelzon A, Hilsenbeck SG, Gutierrez MC, Elledge R, Mohsin S, Osborne CK, Chamness GC, Allred DC, et al: Gene expression profiling for the prediction of therapeutic response to docetaxel in patients with breast cancer. Lancet. 2003, 362: 362-369. 10.1016/S0140-6736(03)14023-8.CrossRefPubMed
3.
go back to reference Chang JC, Weiss H, Mohsin S: Apoptosis induction by the core biopsy procedure. J Clin Oncol. 2005, 23: 7240-10.1200/JCO.2005.02.5197.CrossRefPubMed Chang JC, Weiss H, Mohsin S: Apoptosis induction by the core biopsy procedure. J Clin Oncol. 2005, 23: 7240-10.1200/JCO.2005.02.5197.CrossRefPubMed
4.
go back to reference van de Vijver MJ, He YD, van't Veer LJ, Dai H, Hart AA, Voskuil DW, Schreiber GJ, Peterse JL, Roberts C, Marton MJ, et al: A gene-expression signature as a predictor of survival in breast cancer. N Engl J Med. 2002, 347: 1999-2009. 10.1056/NEJMoa021967.CrossRefPubMed van de Vijver MJ, He YD, van't Veer LJ, Dai H, Hart AA, Voskuil DW, Schreiber GJ, Peterse JL, Roberts C, Marton MJ, et al: A gene-expression signature as a predictor of survival in breast cancer. N Engl J Med. 2002, 347: 1999-2009. 10.1056/NEJMoa021967.CrossRefPubMed
5.
go back to reference van 't Veer LJ, Dai H, van de Vijver MJ, He YD, Hart AA, Mao M, Peterse HL, van der Kooy K, Marton MJ, Witteveen AT, et al: Gene expression profiling predicts clinical outcome of breast cancer. Nature. 2002, 415: 530-536. 10.1038/415530a.CrossRefPubMed van 't Veer LJ, Dai H, van de Vijver MJ, He YD, Hart AA, Mao M, Peterse HL, van der Kooy K, Marton MJ, Witteveen AT, et al: Gene expression profiling predicts clinical outcome of breast cancer. Nature. 2002, 415: 530-536. 10.1038/415530a.CrossRefPubMed
6.
go back to reference Fornage BD, Sneige N, Edeiken BS: Interventional breast sonography. Eur J Radiol. 2002, 42: 17-31. 10.1016/S0720-048X(01)00481-8.CrossRefPubMed Fornage BD, Sneige N, Edeiken BS: Interventional breast sonography. Eur J Radiol. 2002, 42: 17-31. 10.1016/S0720-048X(01)00481-8.CrossRefPubMed
7.
go back to reference Liberman L: Percutaneous image-guided core breast biopsy. Radiol Clin North Am. 2002, 40: 483-500. 10.1016/S0033-8389(01)00011-2. viCrossRefPubMed Liberman L: Percutaneous image-guided core breast biopsy. Radiol Clin North Am. 2002, 40: 483-500. 10.1016/S0033-8389(01)00011-2. viCrossRefPubMed
8.
go back to reference Parker SH, Burbank F, Jackman RJ, Aucreman CJ, Cardenosa G, Cink TM, Coscia JL, Eklund GW, Evans WP, Garver PR, et al: Percutaneous large-core breast biopsy: a multi-institutional study. Radiology. 1994, 193: 359-364.CrossRefPubMed Parker SH, Burbank F, Jackman RJ, Aucreman CJ, Cardenosa G, Cink TM, Coscia JL, Eklund GW, Evans WP, Garver PR, et al: Percutaneous large-core breast biopsy: a multi-institutional study. Radiology. 1994, 193: 359-364.CrossRefPubMed
9.
go back to reference Philpotts LE: Controversies in core-needle breast biopsy. Semin Roentgenol. 2001, 36: 270-283. 10.1053/sroe.2001.25121.CrossRefPubMed Philpotts LE: Controversies in core-needle breast biopsy. Semin Roentgenol. 2001, 36: 270-283. 10.1053/sroe.2001.25121.CrossRefPubMed
10.
go back to reference Symmans WF, Ayers M, Clark EA, Stec J, Hess KR, Sneige N, Buchholz TA, Krishnamurthy S, Ibrahim NK, Buzdar AU, et al: Total RNA yield and microarray gene expression profiles from fine-needle aspiration biopsy and core-needle biopsy samples of breast carcinoma. Cancer. 2003, 97: 2960-2971. 10.1002/cncr.11435.CrossRefPubMed Symmans WF, Ayers M, Clark EA, Stec J, Hess KR, Sneige N, Buchholz TA, Krishnamurthy S, Ibrahim NK, Buzdar AU, et al: Total RNA yield and microarray gene expression profiles from fine-needle aspiration biopsy and core-needle biopsy samples of breast carcinoma. Cancer. 2003, 97: 2960-2971. 10.1002/cncr.11435.CrossRefPubMed
11.
go back to reference Menard S, Pupa SM, Campiglio M, Taglibue E, Balsari A, Fagnoni F, Costa A: Apoptosis induction by trastuzumab: possible role of the core biopsy intervention. J Clin Oncol. 2005, 23: 7238-7240. 10.1200/JCO.2005.02.4679.CrossRefPubMed Menard S, Pupa SM, Campiglio M, Taglibue E, Balsari A, Fagnoni F, Costa A: Apoptosis induction by trastuzumab: possible role of the core biopsy intervention. J Clin Oncol. 2005, 23: 7238-7240. 10.1200/JCO.2005.02.4679.CrossRefPubMed
12.
go back to reference Chang HY, Sneddon JB, Alizadeh AA, Sood R, West RB, Montgomery K, Chi JT, van de Rijn M, Botstein D, Brown PO: Gene expression signature of fibroblast serum response predicts human cancer progression: similarities between tumors and wounds. PLoS Biol. 2004, 2: E7-10.1371/journal.pbio.0020007.CrossRefPubMedPubMedCentral Chang HY, Sneddon JB, Alizadeh AA, Sood R, West RB, Montgomery K, Chi JT, van de Rijn M, Botstein D, Brown PO: Gene expression signature of fibroblast serum response predicts human cancer progression: similarities between tumors and wounds. PLoS Biol. 2004, 2: E7-10.1371/journal.pbio.0020007.CrossRefPubMedPubMedCentral
13.
go back to reference Chang HY, Nuyten DS, Sneddon JB, Hastie T, Tibshirani R, Sorlie T, Dai H, He YD, van't Veer LJ, Bartelink H, et al: Robustness, scalability, and integration of a wound-response gene expression signature in predicting breast cancer survival. Proc Natl Acad Sci USA. 2005, 102: 3738-3743. 10.1073/pnas.0409462102.CrossRefPubMedPubMedCentral Chang HY, Nuyten DS, Sneddon JB, Hastie T, Tibshirani R, Sorlie T, Dai H, He YD, van't Veer LJ, Bartelink H, et al: Robustness, scalability, and integration of a wound-response gene expression signature in predicting breast cancer survival. Proc Natl Acad Sci USA. 2005, 102: 3738-3743. 10.1073/pnas.0409462102.CrossRefPubMedPubMedCentral
14.
go back to reference Hanahan D, Weinberg RA: The hallmarks of cancer. Cell. 2000, 100: 57-70. 10.1016/S0092-8674(00)81683-9.CrossRefPubMed Hanahan D, Weinberg RA: The hallmarks of cancer. Cell. 2000, 100: 57-70. 10.1016/S0092-8674(00)81683-9.CrossRefPubMed
15.
go back to reference Urban P, Vuaroqueaux V, Labuhn M, Delorenzi M, Wirapati P, Wight E, Senn H-J, Benz C, Eppenberger U, Eppenberger-Castori S: Increased expression of urokinase-type plasminogen activator (uPA) mRNA determines adverse prognosis in ErbB2-positive primary breast cancer. J Clin Oncol. Urban P, Vuaroqueaux V, Labuhn M, Delorenzi M, Wirapati P, Wight E, Senn H-J, Benz C, Eppenberger U, Eppenberger-Castori S: Increased expression of urokinase-type plasminogen activator (uPA) mRNA determines adverse prognosis in ErbB2-positive primary breast cancer. J Clin Oncol.
16.
go back to reference Labuhn M, Vuaroqueaux V, Fina F, Schaller A, Nanni-Metellus I, Küng W, Eppenberger-Castori S, Martin PM, Eppenberger U: Simultaneous quantitative detection of relevant biomarkers in breast cancer by quantitative real-time PCR. Int J Biol Markers. 2006, 21: 30-39.PubMed Labuhn M, Vuaroqueaux V, Fina F, Schaller A, Nanni-Metellus I, Küng W, Eppenberger-Castori S, Martin PM, Eppenberger U: Simultaneous quantitative detection of relevant biomarkers in breast cancer by quantitative real-time PCR. Int J Biol Markers. 2006, 21: 30-39.PubMed
17.
go back to reference Eisen M, Spellman P, Brown P, Botstein D: Cluster analysis and display of genome-wide expression patterns. Proc Natl Acad Sci USA. 1998, 95: 14863-14868. 10.1073/pnas.95.25.14863.CrossRefPubMedPubMedCentral Eisen M, Spellman P, Brown P, Botstein D: Cluster analysis and display of genome-wide expression patterns. Proc Natl Acad Sci USA. 1998, 95: 14863-14868. 10.1073/pnas.95.25.14863.CrossRefPubMedPubMedCentral
18.
go back to reference Goldhirsch A, Glick JH, Gelber RD, Coates AS, Thurlimann B, Senn HJ: Meeting highlights: international expert consensus on the primary therapy of early breast cancer 2005. Ann Oncol. 2005, 16: 1569-1583. 10.1093/annonc/mdi326.CrossRefPubMed Goldhirsch A, Glick JH, Gelber RD, Coates AS, Thurlimann B, Senn HJ: Meeting highlights: international expert consensus on the primary therapy of early breast cancer 2005. Ann Oncol. 2005, 16: 1569-1583. 10.1093/annonc/mdi326.CrossRefPubMed
19.
go back to reference Cavaliere A, Sidoni A, Scheibel M, Bellezza G, Brachelente G, Vitali R, Bucciarelli E: Biopathologic profile of breast cancer core biopsy: is it always a valid method?. Cancer Lett. 2005, 218: 117-121. 10.1016/j.canlet.2004.07.041.CrossRefPubMed Cavaliere A, Sidoni A, Scheibel M, Bellezza G, Brachelente G, Vitali R, Bucciarelli E: Biopathologic profile of breast cancer core biopsy: is it always a valid method?. Cancer Lett. 2005, 218: 117-121. 10.1016/j.canlet.2004.07.041.CrossRefPubMed
20.
go back to reference Badoual C, Maruani A, Ghorra C, Lebas P, Avigdor S, Michenet P: Pathological prognostic factors of invasive breast carcinoma in ultrasound-guided large core biopsies-correlation with subsequent surgical excisions. Breast. 2005, 14: 22-27. 10.1016/j.breast.2004.07.005.CrossRefPubMed Badoual C, Maruani A, Ghorra C, Lebas P, Avigdor S, Michenet P: Pathological prognostic factors of invasive breast carcinoma in ultrasound-guided large core biopsies-correlation with subsequent surgical excisions. Breast. 2005, 14: 22-27. 10.1016/j.breast.2004.07.005.CrossRefPubMed
21.
go back to reference Pohlodek K, Galbavy S, Bartosova M, Mucha V, Holoman K, Pastorek J, Pastorekova S: Semi-quantitative RT-PCR assessment of molecular markers in breast large-core needle biopsies. Neoplasma. 2004, 51: 415-421.PubMed Pohlodek K, Galbavy S, Bartosova M, Mucha V, Holoman K, Pastorek J, Pastorekova S: Semi-quantitative RT-PCR assessment of molecular markers in breast large-core needle biopsies. Neoplasma. 2004, 51: 415-421.PubMed
22.
go back to reference Baker EA, Leaper DJ: Proteinases, their inhibitors, and cytokine profiles in acute wound fluid. Wound Repair Regen. 2000, 8: 392-398.CrossRefPubMed Baker EA, Leaper DJ: Proteinases, their inhibitors, and cytokine profiles in acute wound fluid. Wound Repair Regen. 2000, 8: 392-398.CrossRefPubMed
23.
go back to reference Stadelmann WK, Digenis AG, Tobin GR: Physiology and healing dynamics of chronic cutaneous wounds. Am J Surg. 1998, 176: 26S-38S. 10.1016/S0002-9610(98)00183-4.CrossRefPubMed Stadelmann WK, Digenis AG, Tobin GR: Physiology and healing dynamics of chronic cutaneous wounds. Am J Surg. 1998, 176: 26S-38S. 10.1016/S0002-9610(98)00183-4.CrossRefPubMed
24.
go back to reference Williams CS, Mann M, DuBois RN: The role of cyclooxygenases in inflammation, cancer, and development. Oncogene. 1999, 18: 7908-7916. 10.1038/sj.onc.1203286.CrossRefPubMed Williams CS, Mann M, DuBois RN: The role of cyclooxygenases in inflammation, cancer, and development. Oncogene. 1999, 18: 7908-7916. 10.1038/sj.onc.1203286.CrossRefPubMed
25.
go back to reference Howe LR, Dannenberg AJ: COX-2 inhibitors for the prevention of breast cancer. J Mammary Gland Biol Neoplasia. 2003, 8: 31-43. 10.1023/A:1025731204719.CrossRefPubMed Howe LR, Dannenberg AJ: COX-2 inhibitors for the prevention of breast cancer. J Mammary Gland Biol Neoplasia. 2003, 8: 31-43. 10.1023/A:1025731204719.CrossRefPubMed
26.
go back to reference Corcoran CA, He Q, Huang Y, Sheikh MS: Cyclooxygenase-2 interacts with p53 and interferes with p53-dependent transcription and apoptosis. Oncogene. 2005, 24: 1634-1640. 10.1038/sj.onc.1208353.CrossRefPubMed Corcoran CA, He Q, Huang Y, Sheikh MS: Cyclooxygenase-2 interacts with p53 and interferes with p53-dependent transcription and apoptosis. Oncogene. 2005, 24: 1634-1640. 10.1038/sj.onc.1208353.CrossRefPubMed
27.
go back to reference Ma X, Yang Q, Wilson KT, Kundu N, Meltzer SJ, Fulton AM: Promoter methylation regulates cyclooxygenase expression in breast cancer. Breast Cancer Res. 2004, 6: R316-321. 10.1186/bcr793.CrossRefPubMedPubMedCentral Ma X, Yang Q, Wilson KT, Kundu N, Meltzer SJ, Fulton AM: Promoter methylation regulates cyclooxygenase expression in breast cancer. Breast Cancer Res. 2004, 6: R316-321. 10.1186/bcr793.CrossRefPubMedPubMedCentral
29.
go back to reference Dvorak HF: Tumors: wounds that do not heal. Similarities between tumor stroma generation and wound healing. N Engl J Med. 1986, 315: 1650-1659.CrossRefPubMed Dvorak HF: Tumors: wounds that do not heal. Similarities between tumor stroma generation and wound healing. N Engl J Med. 1986, 315: 1650-1659.CrossRefPubMed
30.
go back to reference Balkwill F, Mantovani A: Inflammation and cancer: back to Virchow?. Lancet. 2001, 357: 539-545. 10.1016/S0140-6736(00)04046-0.CrossRefPubMed Balkwill F, Mantovani A: Inflammation and cancer: back to Virchow?. Lancet. 2001, 357: 539-545. 10.1016/S0140-6736(00)04046-0.CrossRefPubMed
31.
go back to reference Harbeck N, Kates RE, Gauger K, Willems A, Kiechle M, Magdolen V, Schmitt M: Urokinase-type plasminogen activator (uPA) and its inhibitor PAI-I: novel tumor-derived factors with a high prognostic and predictive impact in breast cancer. Thromb Haemost. 2004, 91: 450-456.PubMed Harbeck N, Kates RE, Gauger K, Willems A, Kiechle M, Magdolen V, Schmitt M: Urokinase-type plasminogen activator (uPA) and its inhibitor PAI-I: novel tumor-derived factors with a high prognostic and predictive impact in breast cancer. Thromb Haemost. 2004, 91: 450-456.PubMed
32.
go back to reference Duffy MJ, Duggan C: The urokinase plasminogen activator system: a rich source of tumour markers for the individualised management of patients with cancer. Clin Biochem. 2004, 37: 541-548. 10.1016/j.clinbiochem.2004.05.013.CrossRefPubMed Duffy MJ, Duggan C: The urokinase plasminogen activator system: a rich source of tumour markers for the individualised management of patients with cancer. Clin Biochem. 2004, 37: 541-548. 10.1016/j.clinbiochem.2004.05.013.CrossRefPubMed
33.
go back to reference Decock J, Paridaens R, Cufer T: Proteases and metastasis: clinical relevance nowadays?. Curr Opin Oncol. 2005, 17: 545-550. 10.1097/01.cco.0000180435.39614.63.CrossRefPubMed Decock J, Paridaens R, Cufer T: Proteases and metastasis: clinical relevance nowadays?. Curr Opin Oncol. 2005, 17: 545-550. 10.1097/01.cco.0000180435.39614.63.CrossRefPubMed
34.
go back to reference Cianfrocca M, Goldstein LJ: Prognostic and predictive factors in early-stage breast cancer. Oncologist. 2004, 9: 606-616. 10.1634/theoncologist.9-6-606.CrossRefPubMed Cianfrocca M, Goldstein LJ: Prognostic and predictive factors in early-stage breast cancer. Oncologist. 2004, 9: 606-616. 10.1634/theoncologist.9-6-606.CrossRefPubMed
35.
go back to reference Look M, van Putten W, Duffy M, Harbeck N, Christensen IJ, Thomssen C, Kates R, Spyratos F, Ferno M, Eppenberger-Castori S, et al: Pooled analysis of prognostic impact of uPA and PAI-1 in breast cancer patients. Thromb Haemost. 2003, 90: 538-548.PubMed Look M, van Putten W, Duffy M, Harbeck N, Christensen IJ, Thomssen C, Kates R, Spyratos F, Ferno M, Eppenberger-Castori S, et al: Pooled analysis of prognostic impact of uPA and PAI-1 in breast cancer patients. Thromb Haemost. 2003, 90: 538-548.PubMed
36.
go back to reference Singh B, Berry JA, Shoher A, Ramakrishnan V, Lucci A: COX-2 overexpression increases motility and invasion of breast cancer cells. Int J Oncol. 2005, 26: 1393-1399.PubMed Singh B, Berry JA, Shoher A, Ramakrishnan V, Lucci A: COX-2 overexpression increases motility and invasion of breast cancer cells. Int J Oncol. 2005, 26: 1393-1399.PubMed
Metadata
Title
Comparison of gene expression profiles in core biopsies and corresponding surgical breast cancer samples
Authors
Rosanna Zanetti-Dällenbach
Vincent Vuaroqueaux
Edward Wight
Martin Labuhn
Gad Singer
Patrick Urban
Urs Eppenberger
Wolfgang Holzgreve
Serenella Eppenberger-Castori
Publication date
01-08-2006
Publisher
BioMed Central
Published in
Breast Cancer Research / Issue 4/2006
Electronic ISSN: 1465-542X
DOI
https://doi.org/10.1186/bcr1542

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