Clinical Actionability Enhanced through Deep Targeted Sequencing of Solid Tumors

被引:87
作者
Chen, Ken [1 ]
Meric-Bernstam, Funda [2 ,3 ,4 ]
Zhao, Hao [1 ]
Zhang, Qingxiu [3 ]
Ezzeddine, Nader [3 ]
Tang, Lin-ya [3 ]
Qi, Yuan [1 ]
Mao, Yong [1 ]
Chen, Tenghui [1 ]
Chong, Zechen [1 ]
Zhou, Wanding [1 ]
Zheng, Xiaofeng [1 ]
Johnson, Amber [3 ]
Aldape, Kenneth D. [5 ]
Routbort, Mark J. [6 ]
Luthra, Rajyalakshmi [6 ]
Kopetz, Scott [7 ]
Davies, Michael A. [8 ]
de Groot, John [9 ]
Moulder, Stacy [10 ]
Vinod, Ravi [11 ]
Farhangfar, Carol J. [12 ]
Shaw, Kenna Mills [3 ]
Mendelsohn, John [3 ]
Mills, Gordon B. [3 ,13 ]
Eterovic, Agda Karina [3 ,13 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Bioinformat & Computat Biol, Houston, TX 77054 USA
[2] Univ Texas MD Anderson Canc Ctr, Dept Invest Canc Therapeut, Houston, TX 77054 USA
[3] Univ Texas MD Anderson Canc Ctr, Inst Personalized Canc Therapy, Houston, TX 77054 USA
[4] Univ Texas MD Anderson Canc Ctr, Dept Surg Oncol, Houston, TX 77054 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77054 USA
[6] Univ Texas MD Anderson Canc Ctr, Dept Hematopathol, Houston, TX 77054 USA
[7] Univ Texas MD Anderson Canc Ctr, Dept GI Med Oncol, Houston, TX 77054 USA
[8] Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77054 USA
[9] Univ Texas MD Anderson Canc Ctr, Dept Neuro Oncol, Houston, TX 77054 USA
[10] Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77054 USA
[11] Univ Texas MD Anderson Canc Ctr, Dept Sarcoma Med Oncol, Houston, TX 77054 USA
[12] Carolinas HealthCare Syst, Levine Canc Inst, Charlotte, NC USA
[13] Univ Texas Houston, MD Anderson Canc Ctr, Dept Syst Biol, Houston, TX 77030 USA
关键词
CANCER; MUTATIONS; EVOLUTION;
D O I
10.1373/clinchem.2014.231100
中图分类号
R446 [实验室诊断]; R-33 [实验医学、医学实验];
学科分类号
1001 ;
摘要
BACKGROUND: Further advances of targeted cancer therapy require comprehensive in-depth profiling of somatic mutations that are present in subpopulations of tumor cells in a clinical tumor sample. However, it is unclear to what extent such intratumor heterogeneity is present and whether it may affect clinical decision-making. To study this question, we established a deep targeted sequencing platform to identify potentially actionable DNA alterations in tumor samples. METHODS: We assayed 515 formalin-fixed paraffin-embedded (FFPE) tumor samples and matched germline DNA (475 patients) from 11 disease sites by capturing and sequencing all the exons in 201 cancer-related genes. Mutations, indels, and copy number data were reported. RESULTS: We obtained a 1000-fold mean sequencing depth and identified 4794 nonsynonymous mutations in the samples analyzed, of which 15.2% were present at <10% allele frequency. Most of these low level mutations occurred at known oncogenic hotspots and are likely functional. Identifying low level mutations improved identification of mutations in actionable genes in 118 (24.84%) patients, among which 47 (9.8%) otherwise would have been unactionable. In addition, acquiring ultrahigh depth also ensured a low false discovery rate (<2.2%) from FFPE samples. CONCLUSIONS: Our results were as accurate as a commercially available CLIA-compliant hotspot panel but allowed the detection of a higher number of mutations in actionable genes. Our study reveals the critical importance of acquiring and utilizing high sequencing depth in profiling clinical tumor samples and presents a very useful platform for implementing routine sequencing in a cancer care institution. (C) 2014 American Association for Clinical Chemistry
引用
收藏
页码:544 / 553
页数:10
相关论文
共 22 条
[1]  
Bailey AM, 2014, DISCOV MED, V17, P101
[2]   The COSMIC (Catalogue of Somatic Mutations in Cancer) database and website [J].
Bamford, S ;
Dawson, E ;
Forbes, S ;
Clements, J ;
Pettett, R ;
Dogan, A ;
Flanagan, A ;
Teague, J ;
Futreal, PA ;
Stratton, MR ;
Wooster, R .
BRITISH JOURNAL OF CANCER, 2004, 91 (02) :355-358
[3]   The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity [J].
Barretina, Jordi ;
Caponigro, Giordano ;
Stransky, Nicolas ;
Venkatesan, Kavitha ;
Margolin, Adam A. ;
Kim, Sungjoon ;
Wilson, Christopher J. ;
Lehar, Joseph ;
Kryukov, Gregory V. ;
Sonkin, Dmitriy ;
Reddy, Anupama ;
Liu, Manway ;
Murray, Lauren ;
Berger, Michael F. ;
Monahan, John E. ;
Morais, Paula ;
Meltzer, Jodi ;
Korejwa, Adam ;
Jane-Valbuena, Judit ;
Mapa, Felipa A. ;
Thibault, Joseph ;
Bric-Furlong, Eva ;
Raman, Pichai ;
Shipway, Aaron ;
Engels, Ingo H. ;
Cheng, Jill ;
Yu, Guoying K. ;
Yu, Jianjun ;
Aspesi, Peter, Jr. ;
de Silva, Melanie ;
Jagtap, Kalpana ;
Jones, Michael D. ;
Wang, Li ;
Hatton, Charles ;
Palescandolo, Emanuele ;
Gupta, Supriya ;
Mahan, Scott ;
Sougnez, Carrie ;
Onofrio, Robert C. ;
Liefeld, Ted ;
MacConaill, Laura ;
Winckler, Wendy ;
Reich, Michael ;
Li, Nanxin ;
Mesirov, Jill P. ;
Gabriel, Stacey B. ;
Getz, Gad ;
Ardlie, Kristin ;
Chan, Vivien ;
Myer, Vic E. .
NATURE, 2012, 483 (7391) :603-607
[4]   Clonal evolution in relapsed acute myeloid leukaemia revealed by whole-genome sequencing [J].
Ding, Li ;
Ley, Timothy J. ;
Larson, David E. ;
Miller, Christopher A. ;
Koboldt, Daniel C. ;
Welch, John S. ;
Ritchey, Julie K. ;
Young, Margaret A. ;
Lamprecht, Tamara ;
McLellan, Michael D. ;
McMichael, Joshua F. ;
Wallis, John W. ;
Lu, Charles ;
Shen, Dong ;
Harris, Christopher C. ;
Dooling, David J. ;
Fulton, Robert S. ;
Fulton, Lucinda L. ;
Chen, Ken ;
Schmidt, Heather ;
Kalicki-Veizer, Joelle ;
Magrini, Vincent J. ;
Cook, Lisa ;
McGrath, Sean D. ;
Vickery, Tammi L. ;
Wendl, Michael C. ;
Heath, Sharon ;
Watson, Mark A. ;
Link, Daniel C. ;
Tomasson, Michael H. ;
Shannon, William D. ;
Payton, Jacqueline E. ;
Kulkarni, Shashikant ;
Westervelt, Peter ;
Walter, Matthew J. ;
Graubert, Timothy A. ;
Mardis, Elaine R. ;
Wilson, Richard K. ;
DiPersio, John F. .
NATURE, 2012, 481 (7382) :506-510
[5]  
Frampton GM, 2013, NAT BIOTECHNOL
[6]   A census of human cancer genes [J].
Futreal, PA ;
Coin, L ;
Marshall, M ;
Down, T ;
Hubbard, T ;
Wooster, R ;
Rahman, N ;
Stratton, MR .
NATURE REVIEWS CANCER, 2004, 4 (03) :177-183
[7]   The Bioethics Commission on Incidental Findings [J].
Gutmann, Amy .
SCIENCE, 2013, 342 (6164) :1321-1323
[8]   Mutational landscape and significance across 12 major cancer types [J].
Kandoth, Cyriac ;
McLellan, Michael D. ;
Vandin, Fabio ;
Ye, Kai ;
Niu, Beifang ;
Lu, Charles ;
Xie, Mingchao ;
Zhang, Qunyuan ;
McMichael, Joshua F. ;
Wyczalkowski, Matthew A. ;
Leiserson, Mark D. M. ;
Miller, Christopher A. ;
Welch, John S. ;
Walter, Matthew J. ;
Wendl, Michael C. ;
Ley, Timothy J. ;
Wilson, Richard K. ;
Raphael, Benjamin J. ;
Ding, Li .
NATURE, 2013, 502 (7471) :333-+
[9]   Targeted high throughput sequencing in clinical cancer Settings: formaldehyde fixed-paraffin embedded (FFPE) tumor tissues, input amount and tumor heterogeneity [J].
Kerick, Martin ;
Isau, Melanie ;
Timmermann, Bernd ;
Sueltmann, Holger ;
Herwig, Ralf ;
Krobitsch, Sylvia ;
Schaefer, Georg ;
Verdorfer, Irmgard ;
Bartsch, Georg ;
Klocker, Helmut ;
Lehrach, Hans ;
Schweiger, Michal R. .
BMC MEDICAL GENOMICS, 2011, 4
[10]   Discovery and saturation analysis of cancer genes across 21 tumour types [J].
Lawrence, Michael S. ;
Stojanov, Petar ;
Mermel, Craig H. ;
Robinson, James T. ;
Garraway, Levi A. ;
Golub, Todd R. ;
Meyerson, Matthew ;
Gabriel, Stacey B. ;
Lander, Eric S. ;
Getz, Gad .
NATURE, 2014, 505 (7484) :495-+