Prioritization of driver mutations in pancreatic cancer using cancer-specific high-throughput annotation of somatic mutations (CHASM)

被引:70
作者
Carter, Hannah [1 ,2 ]
Samayoa, Josue [1 ,2 ]
Hruban, Ralph H. [3 ,4 ]
Karchin, Rachel [1 ,2 ]
机构
[1] Johns Hopkins Kimmel Canc Ctr, Dept Biomed Engn, Baltimore, MD USA
[2] Johns Hopkins Kimmel Canc Ctr, Inst Computat Med, Baltimore, MD USA
[3] Johns Hopkins Kimmel Canc Ctr, Dept Oncol, Baltimore, MD USA
[4] Johns Hopkins Kimmel Canc Ctr, Sol Goldman Pancreat Canc Res Ctr, Dept Pathol, Baltimore, MD USA
基金
美国国家科学基金会;
关键词
pancreatic cancer; cancer drivers; CHASM; missense mutations; somatic mutations; DIACYLGLYCEROL-KINASE-ALPHA; CATALYTIC SUBUNIT; INDUCED APOPTOSIS; KIDNEY-DISEASE; HUMAN BREAST; PROTEIN; LOCALIZATION; ACTIVATION; EXPRESSION; MICE;
D O I
10.4161/cbt.10.6.12537
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Over 20,000 genes were recently sequenced in a series of 24 pancreatic cancers. We applied CHASM (Cancer-specific High-throughput Annotation of Somatic Mutations) to 963 of the missense somatic missense mutations discovered in these 24 cancers. CHASM identified putative driver mutations (false discovery rate <= 0.3) in three known pancreatic cancer driver genes (P53, SMAD4, CDKN2A). An additional 15 genes with putative driver mutations include genes coding for kinases (PIK3CG, DGKA, STK33, TTK and PRKCG), for cell cycle related proteins (NEK8), and for proteins involved in cell adhesion (CMAS, PCDHB2). These and other mutations identified by CHA SM point to potential "driver genes" in pancreatic cancer that should be prioritized for additional follow-up.
引用
收藏
页码:582 / 587
页数:6
相关论文
共 47 条
[1]   Shape quantization and recognition with randomized trees [J].
Amit, Y ;
Geman, D .
NEURAL COMPUTATION, 1997, 9 (07) :1545-1588
[2]   Microtubule-associated protein-tau is a bifunctional predictor of endocrine sensitivity and chemotherapy resistance in estrogen receptor-positive breast cancer [J].
Andre, Fabrice ;
Hatzis, Christos ;
Anderson, Keith ;
Sotiriou, Christos ;
Mazouni, Chafika ;
Mejia, Jaime ;
Wang, Bailang ;
Hortobagyi, Gabriel N. ;
Symmans, W. Fraser ;
Pusztai, Lajos .
CLINICAL CANCER RESEARCH, 2007, 13 (07) :2061-2067
[3]  
[Anonymous], 2009, Cancer Facts and Figures 2009
[4]  
[Anonymous], 1984, OLSHEN STONE CLASSIF, DOI 10.2307/2530946
[5]   Activation of α-diacylglycerol kinase is critical for the mitogenic properties of anaplastic lymphoma kinase [J].
Bacchiocchi, R ;
Baldanzi, G ;
Carbonari, D ;
Capomagi, C ;
Colombo, E ;
van Blitterswijk, WJ ;
Graziani, A ;
Fazioli, F .
BLOOD, 2005, 106 (06) :2175-2182
[6]   Activation of diacylglycerol kinase α is required for VEGF-induced angiogenic signaling in vitro [J].
Baldanzi, G ;
Mitola, S ;
Cutrupi, S ;
Filigheddu, N ;
van Blitterswijk, WJ ;
Sinigaglia, F ;
Bussolino, F ;
Graziani, A .
ONCOGENE, 2004, 23 (28) :4828-4838
[7]   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
[8]   Nek8, a NIMA family kinase member, is overexpressed in primary human breast tumors [J].
Bowers, AJ ;
Boylan, JF .
GENE, 2004, 328 :135-142
[9]  
CAZET A, 2010, CARBOHYDR RES
[10]   B-RafV600E signaling deregulates the mitotic spindle checkpoint through stabilizing Mps1 levels in melanoma cells [J].
Cui, Y. ;
Guadagno, T. M. .
ONCOGENE, 2008, 27 (22) :3122-3133