Development and validation of a whole-exome sequencing test for simultaneous detection of point mutations, indels and copy-number alterations for precision cancer care

被引:63
作者
Rennert, Hanna [1 ,2 ]
Eng, Kenneth [1 ,3 ]
Zhang, Tuo [1 ,4 ]
Tan, Adrian [1 ,4 ]
Xiang, Jenny [1 ,4 ]
Romanel, Alessandro [5 ]
Kim, Robert [1 ,2 ]
Tam, Wayne [2 ]
Liu, Yen-Chun [2 ]
Bhinder, Bhavneet [1 ]
Cyrta, Joanna [1 ]
Beltran, Himisha [1 ,6 ]
Robinson, Brian [1 ,2 ]
Mosquera, Juan Miguel [1 ,2 ]
Fernandes, Helen [1 ,2 ]
Demichelis, Francesca [5 ]
Sboner, Andrea [1 ,2 ,3 ]
Kluk, Michael [1 ,2 ]
Rubin, Mark A. [1 ,2 ]
Elemento, Olivier [1 ,3 ]
机构
[1] Weill Cornell Med, Caryl & Israel Englander Inst Precis Med, New York Presbyterian Hosp, New York, NY 10065 USA
[2] Weill Cornell Med, Dept Pathol & Lab Med, New York, NY 10065 USA
[3] Weill Cornell Med, Inst Computat Biomed, New York, NY 10065 USA
[4] Weill Cornell Med, Genom Core Facil, New York, NY USA
[5] Univ Trento, Ctr Integrat Biol CIBIO, Trento, Italy
[6] Weill Cornell Med, Div Hematol & Med Oncol, Dept Med, New York, NY USA
关键词
CTLA-4; BLOCKADE; MEDICINE; DISORDERS; GENOMICS; MELANOMA;
D O I
10.1038/npjgenmed.2016.19
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
We describe Exome Cancer Test v1.0 (EXaCT-1), the first New York State-Department of Health-approved whole-exome sequencing (WES)-based test for precision cancer care. EXaCT-1 uses HaloPlex (Agilent) target enrichment followed by next-generation sequencing (Illumina) of tumour and matched constitutional control DNA. We present a detailed clinical development and validation pipeline suitable for simultaneous detection of somatic point/indel mutations and copy-number alterations (CNAs). A computational framework for data analysis, reporting and sign-out is also presented. For the validation, we tested EXaCT-1 on 57 tumours covering five distinct clinically relevant mutations. Results demonstrated elevated and uniform coverage compatible with clinical testing as well as complete concordance in variant quality metrics between formalin-fixed paraffin embedded and fresh-frozen tumours. Extensive sensitivity studies identified limits of detection threshold for point/indel mutations and CNAs. Prospective analysis of 337 cancer cases revealed mutations in clinically relevant genes in 82% of tumours, demonstrating that EXaCT-1 is an accurate and sensitive method for identifying actionable mutations, with reasonable costs and time, greatly expanding its utility for advanced cancer care.
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页数:11
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