Skip to main content
Top
Published in: Familial Cancer 3/2015

Open Access 01-09-2015 | Original Article

Timing of risk reducing mastectomy in breast cancer patients carrying a BRCA1/2 mutation: retrospective data from the Dutch HEBON study

Authors: M. R. Wevers, M. K. Schmidt, E. G. Engelhardt, S. Verhoef, M. J. Hooning, M. Kriege, C. Seynaeve, M. Collée, C. J. van Asperen, R. A. E. M. Tollenaar, L. B. Koppert, A. J. Witkamp, E. J. T. Rutgers, N. K. Aaronson, M. A. Rookus, M. G. E. M. Ausems

Published in: Familial Cancer | Issue 3/2015

Login to get access

Abstract

It is expected that rapid genetic counseling and testing (RGCT) will lead to increasing numbers of breast cancer (BC) patients knowing their BRCA1/2 carrier status before primary surgery. Considering the potential impact of knowing one’s status on uptake and timing of risk-reducing contralateral mastectomy (RRCM), we aimed to evaluate trends over time in RRCM, and differences between carriers identified either before (predictively) or after (diagnostically) diagnosis. We collected data from female BRCA1/2 mutation carriers diagnosed with BC between 1995 and 2009 from four Dutch university hospitals. We compared the timing of genetic testing and RRCM in relation to diagnosis in 1995–2000 versus 2001–2009 for all patients, and predictively and diagnostically tested patients separately. Of 287 patients, 219 (76 %) had a diagnostic BRCA1/2 test. In this cohort, the median time from diagnosis to DNA testing decreased from 28 months for those diagnosed between 1995 and 2000 to 14 months for those diagnosed between 2001 and 2009 (p < 0.001). Similarly, over time women in this cohort underwent RRCM sooner after diagnosis (median of 77 vs. 27 months, p = 0.05). Predictively tested women who subsequently developed BC underwent an immediate RRCM significantly more often than women who had a diagnostic test (21/61, 34 %, vs. 13/170, 7.6 %, p < 0.001). Knowledge of carrying a BRCA1/2 mutation when diagnosed with BC influenced decisions concerning primary surgery. Additionally, in more recent years, women who had not undergone predictive testing were more likely to undergo diagnostic DNA testing and RRCM sooner after diagnosis. This suggests the need for RGCT to guide treatment decisions.
Appendix
Available only for authorised users
Literature
1.
go back to reference van der Kolk DM, de Bock GH, Leegte BK, Schaapveld M, Mourits MJ, de Vries J, van der Hout AH, Oosterwijk JC (2010) Penetrance of breast cancer, ovarian cancer and contralateral breast cancer in BRCA1 and BRCA2 families: high cancer incidence at older age. Breast Cancer Res Treat 124(3):643–651CrossRefPubMed van der Kolk DM, de Bock GH, Leegte BK, Schaapveld M, Mourits MJ, de Vries J, van der Hout AH, Oosterwijk JC (2010) Penetrance of breast cancer, ovarian cancer and contralateral breast cancer in BRCA1 and BRCA2 families: high cancer incidence at older age. Breast Cancer Res Treat 124(3):643–651CrossRefPubMed
2.
go back to reference Brohet RM, Velthuizen ME, Hogervorst FB, Ej Meijers-Heijboer H, Seynaeve C, Collee MJ, Verhoef S, Ausems MG, Hoogerbrugge N, van Asperen CJ, Gomez GE, Menko F, Oosterwijk JC, Devilee P, Veer LJ, van Leeuwen FE, Easton DF, Rookus MA, Antoniou AC (2014) Breast and ovarian cancer risks in a large series of clinically ascertained families with a high proportion of BRCA1 and BRCA2 Dutch founder mutations. J Med Genet 51(2):98–107CrossRefPubMed Brohet RM, Velthuizen ME, Hogervorst FB, Ej Meijers-Heijboer H, Seynaeve C, Collee MJ, Verhoef S, Ausems MG, Hoogerbrugge N, van Asperen CJ, Gomez GE, Menko F, Oosterwijk JC, Devilee P, Veer LJ, van Leeuwen FE, Easton DF, Rookus MA, Antoniou AC (2014) Breast and ovarian cancer risks in a large series of clinically ascertained families with a high proportion of BRCA1 and BRCA2 Dutch founder mutations. J Med Genet 51(2):98–107CrossRefPubMed
3.
go back to reference Metcalfe K, Gershman S, Lynch HT, Ghadirian P, Tung N, Kim-Sing C, Olopade OI, Domchek S, McLennan J, Eisen A, Foulkes WD, Rosen B, Sun P, Narod SA (2011) Predictors of contralateral breast cancer in BRCA1 and BRCA2 mutation carriers. Br J Cancer 104(9):1384–1392PubMedCentralCrossRefPubMed Metcalfe K, Gershman S, Lynch HT, Ghadirian P, Tung N, Kim-Sing C, Olopade OI, Domchek S, McLennan J, Eisen A, Foulkes WD, Rosen B, Sun P, Narod SA (2011) Predictors of contralateral breast cancer in BRCA1 and BRCA2 mutation carriers. Br J Cancer 104(9):1384–1392PubMedCentralCrossRefPubMed
4.
go back to reference Rhiem K, Engel C, Graeser M, Zachariae S, Kast K, Kiechle M, Ditsch N, Janni W, Mundhenke C, Golatta M, Varga D, Preisler-Adams S, Heinrich T, Bick U, Gadzicki D, Briest S, Meindl A, Schmutzler RK (2012) The risk of contralateral breast cancer in patients from BRCA1/2 negative high risk families as compared to patients from BRCA1 or BRCA2 positive families: a retrospective cohort study. Breast Cancer Res 14(6):R156PubMedCentralCrossRefPubMed Rhiem K, Engel C, Graeser M, Zachariae S, Kast K, Kiechle M, Ditsch N, Janni W, Mundhenke C, Golatta M, Varga D, Preisler-Adams S, Heinrich T, Bick U, Gadzicki D, Briest S, Meindl A, Schmutzler RK (2012) The risk of contralateral breast cancer in patients from BRCA1/2 negative high risk families as compared to patients from BRCA1 or BRCA2 positive families: a retrospective cohort study. Breast Cancer Res 14(6):R156PubMedCentralCrossRefPubMed
5.
go back to reference van Sprundel TC, Schmidt MK, Rookus MA, Brohet R, van Asperen CJ, Rutgers EJ, Van’t Veer LJ, Tollenaar RA (2005) Risk reduction of contralateral breast cancer and survival after contralateral prophylactic mastectomy in BRCA1 or BRCA2 mutation carriers. Br J Cancer 93(3):287–292PubMedCentralCrossRefPubMed van Sprundel TC, Schmidt MK, Rookus MA, Brohet R, van Asperen CJ, Rutgers EJ, Van’t Veer LJ, Tollenaar RA (2005) Risk reduction of contralateral breast cancer and survival after contralateral prophylactic mastectomy in BRCA1 or BRCA2 mutation carriers. Br J Cancer 93(3):287–292PubMedCentralCrossRefPubMed
6.
go back to reference Lostumbo L, Carbine NE, and Wallace J (2010) Prophylactic mastectomy for the prevention of breast cancer. Cochrane Database Syst Rev 11:CD002748 Lostumbo L, Carbine NE, and Wallace J (2010) Prophylactic mastectomy for the prevention of breast cancer. Cochrane Database Syst Rev 11:CD002748
7.
go back to reference Domchek SM, Friebel TM, Singer CF, Evans DG, Lynch HT, Isaacs C, Garber JE, Neuhausen SL, Matloff E, Eeles R, Pichert G, Van t’veer L, Tung N, Weitzel JN, Couch FJ, Rubinstein WS, Ganz PA, Daly MB, Olopade OI, Tomlinson G, Schildkraut J, Blum JL, Rebbeck TR (2010) Association of risk-reducing surgery in BRCA1 or BRCA2 mutation carriers with cancer risk and mortality. JAMA 304(9):967–975PubMedCentralCrossRefPubMed Domchek SM, Friebel TM, Singer CF, Evans DG, Lynch HT, Isaacs C, Garber JE, Neuhausen SL, Matloff E, Eeles R, Pichert G, Van t’veer L, Tung N, Weitzel JN, Couch FJ, Rubinstein WS, Ganz PA, Daly MB, Olopade OI, Tomlinson G, Schildkraut J, Blum JL, Rebbeck TR (2010) Association of risk-reducing surgery in BRCA1 or BRCA2 mutation carriers with cancer risk and mortality. JAMA 304(9):967–975PubMedCentralCrossRefPubMed
8.
go back to reference Metcalfe K, Gershman S, Ghadirian P, Lynch HT, Snyder C, Tung N, Kim-Sing C, Eisen A, Foulkes WD, Rosen B, Sun P, Narod SA (2014) Contralateral mastectomy and survival after breast cancer in carriers of BRCA1 and BRCA2 mutations: retrospective analysis. BMJ 348:g226PubMedCentralCrossRefPubMed Metcalfe K, Gershman S, Ghadirian P, Lynch HT, Snyder C, Tung N, Kim-Sing C, Eisen A, Foulkes WD, Rosen B, Sun P, Narod SA (2014) Contralateral mastectomy and survival after breast cancer in carriers of BRCA1 and BRCA2 mutations: retrospective analysis. BMJ 348:g226PubMedCentralCrossRefPubMed
9.
go back to reference Evans DG, Ingham SL, Baildam A, Ross GL, Lalloo F, Buchan I, Howell A (2013) Contralateral mastectomy improves survival in women with BRCA1/2-associated breast cancer. Breast Cancer Res Treat 140(1):135–142CrossRefPubMed Evans DG, Ingham SL, Baildam A, Ross GL, Lalloo F, Buchan I, Howell A (2013) Contralateral mastectomy improves survival in women with BRCA1/2-associated breast cancer. Breast Cancer Res Treat 140(1):135–142CrossRefPubMed
10.
go back to reference Metcalfe KA, Lubinski J, Ghadirian P, Lynch H, Kim-Sing C, Friedman E, Foulkes WD, Domchek S, Ainsworth P, Isaacs C, Tung N, Gronwald J, Cummings S, Wagner T, Manoukian S, Moller P, Weitzel J, Sun P, Narod SA (2008) Predictors of contralateral prophylactic mastectomy in women with a BRCA1 or BRCA2 mutation: the Hereditary Breast Cancer Clinical Study Group. J Clin Oncol 26(7):1093–1097CrossRefPubMed Metcalfe KA, Lubinski J, Ghadirian P, Lynch H, Kim-Sing C, Friedman E, Foulkes WD, Domchek S, Ainsworth P, Isaacs C, Tung N, Gronwald J, Cummings S, Wagner T, Manoukian S, Moller P, Weitzel J, Sun P, Narod SA (2008) Predictors of contralateral prophylactic mastectomy in women with a BRCA1 or BRCA2 mutation: the Hereditary Breast Cancer Clinical Study Group. J Clin Oncol 26(7):1093–1097CrossRefPubMed
11.
go back to reference Graves KD, Peshkin BN, Halbert CH, DeMarco TA, Isaacs C, Schwartz MD (2007) Predictors and outcomes of contralateral prophylactic mastectomy among breast cancer survivors. Breast Cancer Res Treat 104(3):321–329PubMedCentralCrossRefPubMed Graves KD, Peshkin BN, Halbert CH, DeMarco TA, Isaacs C, Schwartz MD (2007) Predictors and outcomes of contralateral prophylactic mastectomy among breast cancer survivors. Breast Cancer Res Treat 104(3):321–329PubMedCentralCrossRefPubMed
12.
go back to reference Evans DG, Lalloo F, Hopwood P, Maurice A, Baildam A, Brain A, Barr L, Howell A (2005) Surgical decisions made by 158 women with hereditary breast cancer aged < 50 years. Eur J Surg Oncol 31(10):1112–1118CrossRefPubMed Evans DG, Lalloo F, Hopwood P, Maurice A, Baildam A, Brain A, Barr L, Howell A (2005) Surgical decisions made by 158 women with hereditary breast cancer aged < 50 years. Eur J Surg Oncol 31(10):1112–1118CrossRefPubMed
13.
go back to reference Howard AF, Bottorff JL, Balneaves LG, Kim-Sing C (2010) Women’s constructions of the ‘right time’ to consider decisions about risk-reducing mastectomy and risk-reducing oophorectomy. BMC Womens Health 10:24PubMedCentralCrossRefPubMed Howard AF, Bottorff JL, Balneaves LG, Kim-Sing C (2010) Women’s constructions of the ‘right time’ to consider decisions about risk-reducing mastectomy and risk-reducing oophorectomy. BMC Womens Health 10:24PubMedCentralCrossRefPubMed
15.
go back to reference The Netherlands Foundation for the Detection of Hereditary Tumours (STOET) and the Dutch Society of Clinical Genetics (VKGN) (2010) Erfelijke tumoren: richtijnen voor diagnostiek en preventie, 4 edn The Netherlands Foundation for the Detection of Hereditary Tumours (STOET) and the Dutch Society of Clinical Genetics (VKGN) (2010) Erfelijke tumoren: richtijnen voor diagnostiek en preventie, 4 edn
17.
go back to reference van Riel E, Warlam-Rodenhuis CC, Verhoef S, Rutgers EJ, Ausems MG (2010) BRCA testing of breast cancer patients: medical specialists’ referral patterns, knowledge and attitudes to genetic testing. Eur J Cancer Care (Engl) 19(3):369–376CrossRef van Riel E, Warlam-Rodenhuis CC, Verhoef S, Rutgers EJ, Ausems MG (2010) BRCA testing of breast cancer patients: medical specialists’ referral patterns, knowledge and attitudes to genetic testing. Eur J Cancer Care (Engl) 19(3):369–376CrossRef
18.
go back to reference Watts KJ, Meiser B, Mitchell G, Kirk J, Saunders C, Peate M, Duffy J, Kelly PJ, Gleeson M, Barlow-Stewart K, Rahman B, Friedlander M, Tucker K (2012) How should we discuss genetic testing with women newly diagnosed with breast cancer? Design and implementation of a randomized controlled trial of two models of delivering education about treatment-focused genetic testing to younger women newly diagnosed with breast cancer. BMC Cancer 12:320PubMedCentralCrossRefPubMed Watts KJ, Meiser B, Mitchell G, Kirk J, Saunders C, Peate M, Duffy J, Kelly PJ, Gleeson M, Barlow-Stewart K, Rahman B, Friedlander M, Tucker K (2012) How should we discuss genetic testing with women newly diagnosed with breast cancer? Design and implementation of a randomized controlled trial of two models of delivering education about treatment-focused genetic testing to younger women newly diagnosed with breast cancer. BMC Cancer 12:320PubMedCentralCrossRefPubMed
19.
go back to reference Cortesi L, Razzaboni E, Toss A, De ME, Marchi I, Medici V, Tazzioli G, Andreotti A, De SG, Pignatti M, Federico M (2014) A rapid genetic counselling and testing in newly diagnosed breast cancer is associated with high rate of risk-reducing mastectomy in BRCA1/2-positive Italian women. Ann Oncol 25(1):57–63CrossRefPubMed Cortesi L, Razzaboni E, Toss A, De ME, Marchi I, Medici V, Tazzioli G, Andreotti A, De SG, Pignatti M, Federico M (2014) A rapid genetic counselling and testing in newly diagnosed breast cancer is associated with high rate of risk-reducing mastectomy in BRCA1/2-positive Italian women. Ann Oncol 25(1):57–63CrossRefPubMed
20.
go back to reference Meiser B, Tucker K, Friedlander M, Barlow-Stewart K, Lobb E, Saunders C, Mitchell G (2008) Genetic counselling and testing for inherited gene mutations in newly diagnosed patients with breast cancer: a review of the existing literature and a proposed research agenda. Breast Cancer Res 10(6):216PubMedCentralCrossRefPubMed Meiser B, Tucker K, Friedlander M, Barlow-Stewart K, Lobb E, Saunders C, Mitchell G (2008) Genetic counselling and testing for inherited gene mutations in newly diagnosed patients with breast cancer: a review of the existing literature and a proposed research agenda. Breast Cancer Res 10(6):216PubMedCentralCrossRefPubMed
21.
go back to reference Wevers MR, Ausems MG, Verhoef S, Bleiker EM, Hahn DE, Hogervorst FB, van der Luijt RB, Valdimarsdottir HB, van Hillegersberg R, Rutgers EJ, Aaronson NK (2011) Behavioral and psychosocial effects of rapid genetic counseling and testing in newly diagnosed breast cancer patients: design of a multicenter randomized clinical trial. BMC Cancer 11:6PubMedCentralCrossRefPubMed Wevers MR, Ausems MG, Verhoef S, Bleiker EM, Hahn DE, Hogervorst FB, van der Luijt RB, Valdimarsdottir HB, van Hillegersberg R, Rutgers EJ, Aaronson NK (2011) Behavioral and psychosocial effects of rapid genetic counseling and testing in newly diagnosed breast cancer patients: design of a multicenter randomized clinical trial. BMC Cancer 11:6PubMedCentralCrossRefPubMed
22.
go back to reference Mai PL, Lagos VI, Palomares MR, Weitzel JN (2008) Contralateral risk-reducing mastectomy in young breast cancer patients with and without genetic cancer risk assessment. Ann Surg Oncol 15(12):3415–3421PubMedCentralCrossRefPubMed Mai PL, Lagos VI, Palomares MR, Weitzel JN (2008) Contralateral risk-reducing mastectomy in young breast cancer patients with and without genetic cancer risk assessment. Ann Surg Oncol 15(12):3415–3421PubMedCentralCrossRefPubMed
23.
go back to reference Reiner AS, John EM, Brooks JD, Lynch CF, Bernstein L, Mellemkjaer L, Malone KE, Knight JA, Capanu M, Teraoka SN, Concannon P, Liang X, Figueiredo JC, Smith SA, Stovall M, Pike MC, Haile RW, Thomas DC, Begg CB, Bernstein JL (2013) Risk of asynchronous contralateral breast cancer in noncarriers of BRCA1 and BRCA2 mutations with a family history of breast cancer: a report from the Women’s Environmental Cancer and Radiation Epidemiology Study. J Clin Oncol 31(4):433–439PubMedCentralCrossRefPubMed Reiner AS, John EM, Brooks JD, Lynch CF, Bernstein L, Mellemkjaer L, Malone KE, Knight JA, Capanu M, Teraoka SN, Concannon P, Liang X, Figueiredo JC, Smith SA, Stovall M, Pike MC, Haile RW, Thomas DC, Begg CB, Bernstein JL (2013) Risk of asynchronous contralateral breast cancer in noncarriers of BRCA1 and BRCA2 mutations with a family history of breast cancer: a report from the Women’s Environmental Cancer and Radiation Epidemiology Study. J Clin Oncol 31(4):433–439PubMedCentralCrossRefPubMed
24.
go back to reference Beattie MS, Crawford B, Lin F, Vittinghoff E, Ziegler J (2009) Uptake, time course, and predictors of risk-reducing surgeries in BRCA carriers. Genet Test Mol Biomarkers 13(1):51–56PubMedCentralCrossRefPubMed Beattie MS, Crawford B, Lin F, Vittinghoff E, Ziegler J (2009) Uptake, time course, and predictors of risk-reducing surgeries in BRCA carriers. Genet Test Mol Biomarkers 13(1):51–56PubMedCentralCrossRefPubMed
25.
go back to reference Pijpe A, Manders P, Brohet RM, Collee JM, Verhoef S, Vasen HF, Hoogerbrugge N, van Asperen CJ, Dommering C, Ausems MG, Aalfs CM, Gomez-Garcia EB, Van’t Veer LJ, van Leeuwen FE, Rookus MA (2010) Physical activity and the risk of breast cancer in BRCA1/2 mutation carriers. Breast Cancer Res Treat 120(1):235–244CrossRefPubMed Pijpe A, Manders P, Brohet RM, Collee JM, Verhoef S, Vasen HF, Hoogerbrugge N, van Asperen CJ, Dommering C, Ausems MG, Aalfs CM, Gomez-Garcia EB, Van’t Veer LJ, van Leeuwen FE, Rookus MA (2010) Physical activity and the risk of breast cancer in BRCA1/2 mutation carriers. Breast Cancer Res Treat 120(1):235–244CrossRefPubMed
26.
go back to reference King TA, Sakr R, Patil S, Gurevich I, Stempel M, Sampson M, Morrow M (2011) Clinical management factors contribute to the decision for contralateral prophylactic mastectomy. J Clin Oncol 29(16):2158–2164CrossRefPubMed King TA, Sakr R, Patil S, Gurevich I, Stempel M, Sampson M, Morrow M (2011) Clinical management factors contribute to the decision for contralateral prophylactic mastectomy. J Clin Oncol 29(16):2158–2164CrossRefPubMed
27.
go back to reference Chung A, Huynh K, Lawrence C, Sim MS, Giuliano A (2012) Comparison of patient characteristics and outcomes of contralateral prophylactic mastectomy and unilateral total mastectomy in breast cancer patients. Ann Surg Oncol 19(8):2600–2606CrossRefPubMed Chung A, Huynh K, Lawrence C, Sim MS, Giuliano A (2012) Comparison of patient characteristics and outcomes of contralateral prophylactic mastectomy and unilateral total mastectomy in breast cancer patients. Ann Surg Oncol 19(8):2600–2606CrossRefPubMed
28.
go back to reference Howard-McNatt M, Schroll RW, Hurt GJ, Levine EA (2011) Contralateral prophylactic mastectomy in breast cancer patients who test negative for BRCA mutations. Am J Surg 202(3):298–302CrossRefPubMed Howard-McNatt M, Schroll RW, Hurt GJ, Levine EA (2011) Contralateral prophylactic mastectomy in breast cancer patients who test negative for BRCA mutations. Am J Surg 202(3):298–302CrossRefPubMed
29.
go back to reference Stucky CC, Gray RJ, Wasif N, Dueck AC, Pockaj BA (2010) Increase in contralateral prophylactic mastectomy: echoes of a bygone era? Surgical trends for unilateral breast cancer. Ann Surg Oncol 17(Suppl 3):330–337CrossRefPubMed Stucky CC, Gray RJ, Wasif N, Dueck AC, Pockaj BA (2010) Increase in contralateral prophylactic mastectomy: echoes of a bygone era? Surgical trends for unilateral breast cancer. Ann Surg Oncol 17(Suppl 3):330–337CrossRefPubMed
30.
go back to reference Murphy JA, Milner TD, O’Donoghue JM (2013) Contralateral risk-reducing mastectomy in sporadic breast cancer. Lancet Oncol 14(7):e262–e269CrossRefPubMed Murphy JA, Milner TD, O’Donoghue JM (2013) Contralateral risk-reducing mastectomy in sporadic breast cancer. Lancet Oncol 14(7):e262–e269CrossRefPubMed
31.
go back to reference Kiely BE, Jenkins MA, McKinley JM, Friedlander ML, Weideman P, Milne RL, McLachlan SA, Hopper JL, Phillips KA (2010) Contralateral risk-reducing mastectomy in BRCA1 and BRCA2 mutation carriers and other high-risk women in the Kathleen Cuningham Foundation Consortium for Research into Familial Breast Cancer (kConFab). Breast Cancer Res Treat 120(3):715–723CrossRefPubMed Kiely BE, Jenkins MA, McKinley JM, Friedlander ML, Weideman P, Milne RL, McLachlan SA, Hopper JL, Phillips KA (2010) Contralateral risk-reducing mastectomy in BRCA1 and BRCA2 mutation carriers and other high-risk women in the Kathleen Cuningham Foundation Consortium for Research into Familial Breast Cancer (kConFab). Breast Cancer Res Treat 120(3):715–723CrossRefPubMed
Metadata
Title
Timing of risk reducing mastectomy in breast cancer patients carrying a BRCA1/2 mutation: retrospective data from the Dutch HEBON study
Authors
M. R. Wevers
M. K. Schmidt
E. G. Engelhardt
S. Verhoef
M. J. Hooning
M. Kriege
C. Seynaeve
M. Collée
C. J. van Asperen
R. A. E. M. Tollenaar
L. B. Koppert
A. J. Witkamp
E. J. T. Rutgers
N. K. Aaronson
M. A. Rookus
M. G. E. M. Ausems
Publication date
01-09-2015
Publisher
Springer Netherlands
Published in
Familial Cancer / Issue 3/2015
Print ISSN: 1389-9600
Electronic ISSN: 1573-7292
DOI
https://doi.org/10.1007/s10689-015-9788-x

Other articles of this Issue 3/2015

Familial Cancer 3/2015 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