Predictive Biomarkers of Sensitivity to the Phosphatidylinositol 3′ Kinase Inhibitor GDC-0941 in Breast Cancer Preclinical Models

被引:209
作者
O'Brien, Carol [1 ]
Wallin, Jeffrey J. [2 ]
Sampath, Deepak [2 ]
GuhaThakurta, Debraj [3 ]
Savage, Heidi [1 ]
Punnoose, Elizabeth A. [1 ]
Guan, Jane [2 ]
Berry, Leanne [2 ]
Prior, Wei Wei [2 ]
Amler, Lukas C. [1 ]
Belvin, Marcia [2 ]
Friedman, Lori S. [2 ]
Lackner, Mark R. [1 ]
机构
[1] Genentech Inc, Dept Dev Oncol Diagnost, San Francisco, CA 94080 USA
[2] Genentech Inc, Dept Canc Signaling & Translat Oncol, San Francisco, CA 94080 USA
[3] Genentech Inc, Dept Bioinformat, San Francisco, CA 94080 USA
关键词
VIVO ANTITUMOR-ACTIVITY; EXPRESSION PATTERNS; HISTOLOGIC GRADE; PIK3CA MUTATIONS; HIGH-FREQUENCY; GENE; PI3K; AKT; PATHWAY; MEK;
D O I
10.1158/1078-0432.CCR-09-2828
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: The class I phosphatidylinositol 3' kinase (PI3K) plays a major role in proliferation and survival in a wide variety of human cancers. A key factor in successful development of drugs targeting this pathway is likely to be the identification of responsive patient populations with predictive diagnostic biomarkers. This study sought to identify candidate biomarkers of response to the selective PI3K inhibitor GDC-0941. Experimental Design: We used a large panel of breast cancer cell lines and in vivo xenograft models to identify candidate predictive biomarkers for a selective inhibitor of class I PI3K that is currently in clinical development. The approach involved pharmacogenomic profiling as well as analysis of gene expression data sets from cells profiled at baseline or after GDC-0941 treatment. Results: We found that models harboring mutations in PIK3CA, amplification of human epidermal growth factor receptor 2, or dual alterations in two pathway components were exquisitely sensitive to the antitumor effects of GDC-0941. We found that several models that do not harbor these alterations also showed sensitivity, suggesting a need for additional diagnostic markers. Gene expression studies identified a collection of genes whose expression was associated with in vitro sensitivity to GDC-0941, and expression of a subset of these genes was found to be intimately linked to signaling through the pathway. Conclusion: Pathway focused biomarkers and the gene expression signature described in this study may have utility in the identification of patients likely to benefit from therapy with a selective PI3K inhibitor. Clin Cancer Res; 16(14); 3670-83. (c) 2010 AACR.
引用
收藏
页码:3670 / 3683
页数:14
相关论文
共 50 条
[1]   HER pathway gene expression analysis in a phase II study of pertuzumab plus gemcitabine vs. gemcitabine plus placebo in patients with platinum-resistant epithelial ovarian cancer [J].
Amler, L. ;
Makhija, S. ;
Januario, T. ;
Matulonis, U. A. ;
Strauss, A. ;
Dizon, D. S. ;
Sliwkowski, M. X. ;
Dolezal, M. ;
Tong, B. ;
Paton, V. .
JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (15)
[2]   The PIK3CA gene is mutated with high frequency in human breast cancers [J].
Bachman, KE ;
Argani, P ;
Samuels, Y ;
Silliman, N ;
Ptak, J ;
Szabo, S ;
Konishi, H ;
Karakas, B ;
Blair, BG ;
Lin, C ;
Peters, BA ;
Velculescu, VE ;
Park, BH .
CANCER BIOLOGY & THERAPY, 2004, 3 (08) :772-775
[3]   A Bayesian framework for the analysis of microarray expression data: regularized t-test and statistical inferences of gene changes [J].
Baldi, P ;
Long, AD .
BIOINFORMATICS, 2001, 17 (06) :509-519
[4]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[5]   Can molecular biomarker-based patient selection in Phase I trials accelerate anticancer drug development? [J].
Carden, Craig P. ;
Sarker, Debashis ;
Postel-Vinay, Sophie ;
Yap, Timothy A. ;
Attard, Gerthardt ;
Banerji, Udai ;
Garrett, Michelle D. ;
Thomas, George V. ;
Workman, Paul ;
Kaye, Stan B. ;
de Bono, Johann S. .
DRUG DISCOVERY TODAY, 2010, 15 (3-4) :88-97
[6]   A transforming mutation in the pleckstrin homology domain of AKT1 in cancer [J].
Carpten, John D. ;
Faber, Andrew L. ;
Horn, Candice ;
Donoho, Gregory P. ;
Briggs, Stephen L. ;
Robbins, Christiane M. ;
Hostetter, Galen ;
Boguslawski, Sophie ;
Moses, Tracy Y. ;
Savage, Stephanie ;
Uhlik, Mark ;
Lin, Aimin ;
Du, Jian ;
Qian, Yue-Wei ;
Zeckner, Douglas J. ;
Tucker-Kellogg, Greg ;
Touchman, Jeffrey ;
Patel, Ketan ;
Mousses, Spyro ;
Bittner, Michael ;
Schevitz, Richard ;
Lai, Mei-Huei T. ;
Blanchard, Kerry L. ;
Thomas, James E. .
NATURE, 2007, 448 (7152) :439-U1
[7]  
Carracedo A, 2008, J CLIN INVEST, V118, P3065, DOI [10.1172/JCI34739, 10.1172/jCI34739]
[8]   Genomic and transcriptional aberrations linked to breast cancer pathophysiologies [J].
Chin, Koei ;
DeVries, Sandy ;
Fridlyand, Jane ;
Spellman, Paul T. ;
Roydasgupta, Ritu ;
Kuo, Wen-Lin ;
Lapuk, Anna ;
Neve, Richard M. ;
Qian, Zuwei ;
Ryder, Tom ;
Chen, Fanqing ;
Feiler, Heidi ;
Tokuyasu, Taku ;
Kingsley, Chris ;
Dairkee, Shanaz ;
Meng, Zhenhang ;
Chew, Karen ;
Pinkel, Daniel ;
Jain, Ajay ;
Ljung, Britt Marie ;
Esserman, Laura ;
Albertson, Donna G. ;
Waldman, Frederic M. ;
Gray, Joe W. .
CANCER CELL, 2006, 10 (06) :529-541
[9]   Cluster analysis and display of genome-wide expression patterns [J].
Eisen, MB ;
Spellman, PT ;
Brown, PO ;
Botstein, D .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (25) :14863-14868
[10]   A dual PI3 kinase/mTOR inhibitor reveals emergent efficacy in glioma [J].
Fan, Qi-Wen ;
Knight, Zachary A. ;
Goldenberg, David D. ;
Yu, Wei ;
Mostov, Keith E. ;
Stokoe, David ;
Shokat, Kevan M. ;
Weiss, William A. .
CANCER CELL, 2006, 9 (05) :341-349