Clinical Validation of a Next-Generation Sequencing Genomic Oncology Panel via Cross-Platform Benchmarking against Established Amplicon Sequencing Assays

被引:116
作者
Kadri, Sabah [1 ]
Long, Bradley C. [1 ]
Mujacic, Ibro [1 ]
Zhen, Chao J. [1 ]
Wurst, Michelle N. [1 ]
Sharma, Shruti [1 ]
McDonald, Nadia [1 ]
Niu, Nifang [1 ]
Benhamed, Sonia [1 ]
Tuteja, Jigyasa H. [2 ]
Seiwert, Tanguy Y. [3 ]
White, Kevin P. [2 ]
McNerney, Megan E. [1 ]
Fitzpatrick, Carrie [1 ]
Wang, Y. Lynn [1 ]
Furtado, Larissa V. [1 ]
Segal, Jeremy P. [1 ]
机构
[1] Univ Chicago, Dept Pathol, Div Genom & Mol Pathol, 5841 S Maryland Ave,MC 1089,Room N-339, Chicago, IL 60637 USA
[2] Univ Chicago, Inst Genom & Syst Biol, Chicago, IL 60637 USA
[3] Univ Chicago, Dept Med, 5841 S Maryland Ave, Chicago, IL 60637 USA
关键词
INTERNAL TANDEM DUPLICATION; HYBRIDIZATION-CAPTURE; FLT3; MUTATION; IMPLEMENTATION;
D O I
10.1016/j.jmoldx.2016.07.012
中图分类号
R36 [病理学];
学科分类号
100104 ;
摘要
Next-generation sequencing (NGS) genomic oncology profiling assays have emerged as key drivers of personalized cancer care and translational research. However, validation of these assays to meet strict clinical standards has been historically problematic because of both significant assay complexity and a scarcity of optimal validation samples. Herein, we present the clinical validation of 76 genes from a novel 1212-gene large-scale hybrid capture cancer sequencing assay (University of Chicago Medicine OncoPlus) using full-data comparisons against multiple clinical NGS amplicon-based assays to yield dramatic increases in per-sample data comparison efficiency compared with previously published validations. Using a sample set of 104 normal, solid tumor, and hematopoietic malignancy specimens, head-to-head NGS data analyses allowed for 6.8 million individual clinical base call comparisons, including 2729 previously confirmed variants, with 100% sensitivity and specificity. University of Chicago Medicine OncoPlus showed excellent performance for detection of single-nucleotide variants, insertions/deletions up to 52 bp, and FLT3 internal tandem duplications of up to 102 bp or larger. Highly concordant copy number variant and ALK/RET/R051 gene fusion detection were also observed. In addition to underlining the efficiency of NGS validation via full-data benchmarking against existing clinical NGS assays, this study also highlights the degree of performance similarity between hybrid capture and amplicon assays that is attainable with the application of strict quality control parameters and optimized computational analytics.
引用
收藏
页码:43 / 56
页数:14
相关论文
共 29 条
[1]   Genomic structure of human FLT3:: Implications for mutational analysis [J].
Abu-Duhier, FM ;
Goodeve, AC ;
Wilson, GA ;
Care, RS ;
Peake, IR ;
Reilly, JT .
BRITISH JOURNAL OF HAEMATOLOGY, 2001, 113 (04) :1076-1077
[2]   An integrated map of genetic variation from 1,092 human genomes [J].
Altshuler, David M. ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Donnelly, Peter ;
Eichler, Evan E. ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Green, Eric D. ;
Hurles, Matthew E. ;
Knoppers, Bartha M. ;
Korbel, Jan O. ;
Lander, Eric S. ;
Lee, Charles ;
Lehrach, Hans ;
Mardis, Elaine R. ;
Marth, Gabor T. ;
McVean, Gil A. ;
Nickerson, Deborah A. ;
Schmidt, Jeanette P. ;
Sherry, Stephen T. ;
Wang, Jun ;
Wilson, Richard K. ;
Gibbs, Richard A. ;
Dinh, Huyen ;
Kovar, Christie ;
Lee, Sandra ;
Lewis, Lora ;
Muzny, Donna ;
Reid, Jeff ;
Wang, Min ;
Wang, Jun ;
Fang, Xiaodong ;
Guo, Xiaosen ;
Jian, Min ;
Jiang, Hui ;
Jin, Xin ;
Li, Guoqing ;
Li, Jingxiang ;
Li, Yingrui ;
Li, Zhuo ;
Liu, Xiao ;
Lu, Yao ;
Ma, Xuedi ;
Su, Zhe ;
Tai, Shuaishuai ;
Tang, Meifang .
NATURE, 2012, 491 (7422) :56-65
[3]   Next-Generation Sequencing in Clinical Oncology: Next Steps Towards Clinical Validation [J].
Bennett, Nigel C. ;
Farah, Camile S. .
CANCERS, 2014, 6 (04) :2296-2312
[4]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[5]   Memorial Sloan Kettering-Integrated Mutation Profiling of Actionable Cancer Targets (MSK-IMPACT) A Hybridization Capture-Based Next-Generation Sequencing Clinical Assay for Solid Tumor Molecular Oncology [J].
Cheng, Donavan T. ;
Mitchell, Talia N. ;
Zehir, Ahmet ;
Shah, Ronak H. ;
Benayed, Ryma ;
Syed, Aijazuddin ;
Chandramohan, Raghu ;
Liu, Zhen Yu ;
Won, Helen H. ;
Scott, Sasinya N. ;
Brannon, A. Rose ;
O'Reilly, Catherine ;
Sadowska, Justyna ;
Casanova, Jacklyn ;
Yannes, Angela ;
Hechtman, Jaclyn F. ;
Yao, Jinjuan ;
Song, Wei ;
Ross, Dara S. ;
Oultache, Alifya ;
Dogan, Snjezana ;
Borsu, Laetitia ;
Hameed, Meera ;
Nafa, Khedoudja ;
Arcila, Maria E. ;
Ladanyi, Marc ;
Berger, Michael F. .
JOURNAL OF MOLECULAR DIAGNOSTICS, 2015, 17 (03) :251-264
[6]   Validation of a Next-Generation Sequencing Assay for Clinical Molecular Oncology [J].
Cottrell, Catherine E. ;
Al-Kateb, Hussam ;
Bredemeyer, Andrew J. ;
Duncavage, Eric J. ;
Spencer, David H. ;
Abel, Haley J. ;
Lockwood, Christina M. ;
Hagemann, Ian S. ;
O'Guin, Stephanie M. ;
Burcea, Lauren C. ;
Sawyer, Christopher S. ;
Oschwald, Dayna M. ;
Stratman, Jennifer L. ;
Sher, Done A. ;
Johnson, Mark R. ;
Brown, Justin T. ;
Cliften, Paul F. ;
George, Bijoy ;
McIntosh, Leslie D. ;
Shrivastava, Savita ;
Nguyen, TuDung T. ;
Payton, Jacqueline E. ;
Watson, Mark A. ;
Crosby, Seth D. ;
Head, Richard D. ;
Mitra, Robi D. ;
Nagarajan, Rakesh ;
Kulkarni, Shashikant ;
Seibert, Karen ;
Virgin, Herbert W. ;
Milbrandt, Jeffrey ;
Pfeifer, John D. .
JOURNAL OF MOLECULAR DIAGNOSTICS, 2014, 16 (01) :89-105
[7]   Understanding the limitations of next generation sequencing informatics, an approach to clinical pipeline validation using artificial data sets [J].
Daber, Robert ;
Sukhadia, Shrey ;
Morrissette, Jennifer J. D. .
CANCER GENETICS, 2013, 206 (12) :441-448
[8]   Targeted Next Generation Sequencing as a Reliable Diagnostic Assay for the Detection of Somatic Mutations in Tumours Using Minimal DNA Amounts from Formalin Fixed Paraffin Embedded Material [J].
de Leng, Wendy W. J. ;
Gadellaa-van Hooijdonk, Christa G. ;
Barendregt-Smouter, Francoise A. S. ;
Koudijs, Marco J. ;
Nijman, Ies ;
Hinrichs, John W. J. ;
Cuppen, Edwin ;
van Lieshout, Stef ;
Loberg, Robert D. ;
de Jonge, Maja ;
Voest, Emile E. ;
de Weger, Roel A. ;
Steeghs, Neeltje ;
Langenberg, Marlies H. G. ;
Sleijfer, Stefan ;
Willems, Stefan M. ;
Lolkema, Martijn P. .
PLOS ONE, 2016, 11 (02)
[9]   Clinical Validation and Implementation of a Targeted Next-Generation Sequencing Assay to Detect Somatic Variants in Non-Small Cell Lung, Melanoma, and Gastrointestinal Malignancies [J].
Fisher, Kevin E. ;
Zhang, Linsheng ;
Wang, Jason ;
Smith, Geoffrey H. ;
Newman, Scott ;
Schneider, Thomas M. ;
Pillai, Rathi N. ;
Kudchadkar, Ragini R. ;
Owonikoko, Taofeek K. ;
Ramalingam, Suresh S. ;
Lawson, David H. ;
Delman, Keith A. ;
El-Rayes, Bassel F. ;
Wilson, Malania M. ;
Sullivan, H. Clifford ;
Morrison, Annie S. ;
Balci, Serdar ;
Adsay, N. Volkan ;
Gal, Anthony A. ;
Sica, Gabriel L. ;
Saxe, Debra F. ;
Mann, Karen P. ;
Hill, Charles E. ;
Khuri, Fadlo R. ;
Rossi, Michael R. .
JOURNAL OF MOLECULAR DIAGNOSTICS, 2016, 18 (02) :299-315
[10]   Development and validation of a clinical cancer genomic profiling test based on massively parallel DNA sequencing [J].
Frampton, Garrett M. ;
Fichtenholtz, Alex ;
Otto, Geoff A. ;
Wang, Kai ;
Downing, Sean R. ;
He, Jie ;
Schnall-Levin, Michael ;
White, Jared ;
Sanford, Eric M. ;
An, Peter ;
Sun, James ;
Juhn, Frank ;
Brennan, Kristina ;
Iwanik, Kiel ;
Maillet, Ashley ;
Buell, Jamie ;
White, Emily ;
Zhao, Mandy ;
Balasubramanian, Sohail ;
Terzic, Selmira ;
Richards, Tina ;
Banning, Vera ;
Garcia, Lazaro ;
Mahoney, Kristen ;
Zwirko, Zac ;
Donahue, Amy ;
Beltran, Himisha ;
Mosquera, Juan Miguel ;
Rubin, Mark A. ;
Dogan, Snjezana ;
Hedvat, Cyrus V. ;
Berger, Michael F. ;
Pusztai, Lajos ;
Lechner, Matthias ;
Boshoff, Chris ;
Jarosz, Mirna ;
Vietz, Christine ;
Parker, Alex ;
Miller, Vincent A. ;
Ross, Jeffrey S. ;
Curran, John ;
Cronin, Maureen T. ;
Stephens, Philip J. ;
Lipson, Doron ;
Yelensky, Roman .
NATURE BIOTECHNOLOGY, 2013, 31 (11) :1023-+