Precision medicine for metastatic breast cancer-limitations and solutions

被引:243
作者
Arnedos, Monica [1 ]
Vicier, Cecile [2 ]
Loi, Sherene [4 ]
Lefebvre, Celine [2 ]
Michiels, Stefan [3 ]
Bonnefoi, Herve [5 ,6 ]
Andre, Fabrice [1 ]
机构
[1] Gustave Roussy, Dept Med Oncol, F-94800 Villejuif, France
[2] Gustave Roussy, INSERM, Unit U981, F-94800 Villejuif, France
[3] Gustave Roussy, Dept Biostat & Epidemiol, F-94800 Villejuif, France
[4] Univ Melbourne, Peter MacCallum Canc Ctr, Div Res & Canc Med, East Melbourne, Vic 3002, Australia
[5] Inst Bergonie, Dept Med Oncol, F-33000 Bordeaux, France
[6] Inst Bergonie, INSERM, U916, F-33000 Bordeaux, France
基金
英国医学研究理事会;
关键词
MUTATIONAL PROCESSES; DOMAIN MUTATIONS; PREDICTIVE-VALUE; TUMOR DNA; PHASE-I; RESISTANCE; EXPRESSION; INHIBITOR; EFFICACY; THERAPY;
D O I
10.1038/nrclinonc.2015.123
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The development of precision medicine for the management of metastatic breast cancer is an appealing concept; however, major scientific and logistical challenges hinder its implementation in the clinic. The identification of driver mutational events remains the biggest challenge, because, with the few exceptions of ER, HER2, PIK3CA and AKT1, no validated oncogenic drivers of breast cancer exist. The development of bioinformatic tools to help identify driver mutations, together with assessment of pathway activation and dependency should help resolve this issue in the future. The occurrence of secondary resistance, such as ESR1 mutations, following endocrine therapy poses a further challenge. Ultra-deep sequencing and monitoring of circulating tumour DNA (ctDNA) could permit early detection of the genetic events underlying resistance and inform on combination therapy approaches. Beside these scientific challenges, logistical and operational issues are a major limitation to the development of precision medicine. For example, the low incidence of most candidate genomic alterations hinders randomized trials, as the number of patients to be screened would be too high. We discuss these limitations and the solutions, which include scaling-up the number of patients screened for identifying a genomic alteration, the clustering of genomic alterations into pathways, and the development of personalized medicine trials.
引用
收藏
页码:693 / 704
页数:12
相关论文
共 90 条
[1]   Signatures of mutational processes in human cancer [J].
Alexandrov, Ludmil B. ;
Nik-Zainal, Serena ;
Wedge, David C. ;
Aparicio, Samuel A. J. R. ;
Behjati, Sam ;
Biankin, Andrew V. ;
Bignell, Graham R. ;
Bolli, Niccolo ;
Borg, Ake ;
Borresen-Dale, Anne-Lise ;
Boyault, Sandrine ;
Burkhardt, Birgit ;
Butler, Adam P. ;
Caldas, Carlos ;
Davies, Helen R. ;
Desmedt, Christine ;
Eils, Roland ;
Eyfjord, Jorunn Erla ;
Foekens, John A. ;
Greaves, Mel ;
Hosoda, Fumie ;
Hutter, Barbara ;
Ilicic, Tomislav ;
Imbeaud, Sandrine ;
Imielinsk, Marcin ;
Jaeger, Natalie ;
Jones, David T. W. ;
Jones, David ;
Knappskog, Stian ;
Kool, Marcel ;
Lakhani, Sunil R. ;
Lopez-Otin, Carlos ;
Martin, Sancha ;
Munshi, Nikhil C. ;
Nakamura, Hiromi ;
Northcott, Paul A. ;
Pajic, Marina ;
Papaemmanuil, Elli ;
Paradiso, Angelo ;
Pearson, John V. ;
Puente, Xose S. ;
Raine, Keiran ;
Ramakrishna, Manasa ;
Richardson, Andrea L. ;
Richter, Julia ;
Rosenstiel, Philip ;
Schlesner, Matthias ;
Schumacher, Ton N. ;
Span, Paul N. ;
Teague, Jon W. .
NATURE, 2013, 500 (7463) :415-+
[2]   Prospective Study Evaluating the Impact of Tissue Confirmation of Metastatic Disease in Patients With Breast Cancer [J].
Amir, Eitan ;
Miller, Naomi ;
Geddie, William ;
Freedman, Orit ;
Kassam, Farrah ;
Simmons, Christine ;
Oldfield, Maria ;
Dranitsaris, George ;
Tomlinson, George ;
Laupacis, Andreas ;
Tannock, Ian F. ;
Clemons, Mark .
JOURNAL OF CLINICAL ONCOLOGY, 2012, 30 (06) :587-592
[3]   Expression patterns and predictive value of phosphorylated AKT in early-stage breast cancer [J].
Andre, F. ;
Nahta, R. ;
Conforti, R. ;
Boulet, T. ;
Aziz, M. ;
Yuan, L. X. H. ;
Meslin, F. ;
Spielmann, M. ;
Tomasic, G. ;
Pusztai, L. ;
Hortobagyi, G. N. ;
Michiels, S. ;
Delaloge, S. ;
Esteva, F. J. .
ANNALS OF ONCOLOGY, 2008, 19 (02) :315-320
[4]   Everolimus for women with trastuzumab-resistant, HER2-positive, advanced breast cancer (BOLERO-3): a randomised, double-blind, placebo-controlled phase 3 trial [J].
Andre, Fabrice ;
O'Regan, Ruth ;
Ozguroglu, Mustafa ;
Toi, Masakazu ;
Xu, Binghe ;
Jerusalem, Guy ;
Masuda, Norikazu ;
Wilks, Sharon ;
Arena, Francis ;
Isaacs, Claudine ;
Yap, Yoon-Sim ;
Papai, Zsuzsanna ;
Lang, Istvan ;
Armstrong, Anne ;
Lerzo, Guillermo ;
White, Michelle ;
Shen, Kunwei ;
Litton, Jennifer ;
Chen, David ;
Zhang, Yufen ;
Ali, Shyanne ;
Taran, Tetiana ;
Gianni, Luca .
LANCET ONCOLOGY, 2014, 15 (06) :580-591
[5]   Comparative genomic hybridisation array and DNA sequencing to direct treatment of metastatic breast cancer: a multicentre, prospective trial (SAFIR01/UNICANCER) [J].
Andre, Fabrice ;
Bachelot, Thomas ;
Commo, Frederic ;
Campone, Mario ;
Arnedos, Monica ;
Dieras, Veronique ;
Lacroix-Triki, Magali ;
Lacroix, Ludovic ;
Cohen, Pascale ;
Gentien, David ;
Adelaide, Jose ;
Dalenc, Florence ;
Goncalves, Anthony ;
Levy, Christelle ;
Ferrero, Jean-Marc ;
Bonneterre, Jacques ;
Lefeuvre, Claudia ;
Jimenez, Marta ;
Filleron, Thomas ;
Bonnefoi, Herve .
LANCET ONCOLOGY, 2014, 15 (03) :267-274
[6]   Targeting FGFR with Dovitinib (TKI258): Preclinical and Clinical Data in Breast Cancer [J].
Andre, Fabrice ;
Bachelot, Thomas ;
Campone, Mario ;
Dalenc, Florence ;
Perez-Garcia, Jose M. ;
Hurvitz, Sara A. ;
Turner, Nicholas ;
Rugo, Hope ;
Smith, John W. ;
Deudon, Stephanie ;
Shi, Michael ;
Zhang, Yong ;
Kay, Andrea ;
Porta, Diana Graus ;
Yovine, Alejandro ;
Baselga, Jose .
CLINICAL CANCER RESEARCH, 2013, 19 (13) :3693-3702
[7]   Biomarker changes associated with the development of resistance to aromatase inhibitors (AIs) in estrogen receptor-positive breast cancer [J].
Arnedos, M. ;
Drury, S. ;
Afentakis, M. ;
A'Hern, R. ;
Hills, M. ;
Salter, J. ;
Smith, I. E. ;
Reis-Filho, J. S. ;
Dowsett, M. .
ANNALS OF ONCOLOGY, 2014, 25 (03) :605-610
[8]   Array CGH and PIK3CA/AKT1 mutations to drive patients to specific targeted agents: A clinical experience in 108 patients with metastatic breast cancer [J].
Arnedos, M. ;
Scott, V. ;
Job, B. ;
De La Cruz, J. ;
Commo, F. ;
Mathieu, M. C. ;
Wolp-Diniz, R. ;
Richon, C. ;
Campone, M. ;
Bachelot, T. ;
Dalenc, F. ;
Dessen, P. ;
Lacroix, L. ;
Lazar, V. ;
Soria, J. C. ;
Delaloge, S. ;
Andre, F. .
EUROPEAN JOURNAL OF CANCER, 2012, 48 (15) :2293-2299
[9]   A Phase I Pharmacokinetic and Pharmacodynamic Study of Dalotuzumab (MK-0646), an Anti-Insulin-like Growth Factor-1 Receptor Monoclonal Antibody, in Patients with Advanced Solid Tumors [J].
Atzori, Francesco ;
Tabernero, Josep ;
Cervantes, Andres ;
Prudkin, Ludmila ;
Andreu, Jordi ;
Rodriguez-Braun, Edith ;
Domingo, Amparo ;
Guijarro, Jorge ;
Gamez, Cristina ;
Rodon, Jordi ;
Di Cosimo, Serena ;
Brown, Holly ;
Clark, Jason ;
Hardwick, James S. ;
Beckman, Robert A. ;
Hanley, William D. ;
Hsu, Karl ;
Calvo, Emiliano ;
Rosello, Susana ;
Langdon, Ronald B. ;
Baselga, Jose .
CLINICAL CANCER RESEARCH, 2011, 17 (19) :6304-6312
[10]  
Balko J. M., 2012, J CLIN ONCOL S, V30, pa1024