Development and Analytical Validation of a Targeted Next-Generation Sequencing Panel to Detect Actionable Mutations for Targeted Therapy

被引:2
作者
Wang, Dandan [1 ,2 ]
Ma, Kai [3 ]
Deng, Wei [4 ,5 ]
Li, Jingyu [1 ]
Xiang, Shaohua [1 ]
Zhang, Yang [2 ]
Fu, Ying [2 ]
Dai, Heng [2 ]
Huang, Bingding [1 ,2 ]
机构
[1] Shenzhen Technol Univ, Coll Big Data & Internet, Shenzhen 518118, Guangdong, Peoples R China
[2] Sinotech Genom Inc, Dept Res & Dev, Shanghai 230001, Peoples R China
[3] Chinese Acad Med Sci & Peking Union Med Coll, Canc Hosp & Shenzhen Hosp, Natl Canc Ctr, Dept Thorac Surg, Shenzhen 518116, Guangdong, Peoples R China
[4] Capital Med Univ, Beijing Friendship Hosp, Dept Gen Surg, Beijing 100050, Peoples R China
[5] Natl Clin Res Ctr Digest Dis, Beijing 100050, Peoples R China
来源
ONCOTARGETS AND THERAPY | 2021年 / 14卷
关键词
next-generation sequencing; actionable mutations; targeted therapy; LUNG-CANCER; ASSAY; VARIANTS; ACCURATE; CAPTURE; GENOME;
D O I
10.2147/OTT.S299381
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: The ability to rapidly, inexpensively, and accurately identify cancer patients based on actionable genomic mutations in tumour specimens is becoming critically important in routine clinical diagnostics. Targeted panel sequencing is becoming popular because it enables comprehensive and cost-effective diagnosis. However, the implementation of a next-generation sequencing (NGS) assay in clinical settings requires careful analytical validation to demonstrate its ability to detect multiple genomic variants. Materials and Methods: Here, we developed a custom-targeted NGS panel to identify actionable variants, including single nucleotide variants, insertions, and deletions; copy number variants; and gene fusions, across 73 genes for targeted cancer therapy. We implemented a practical validation strategy with diluted samples and reference standard samples that modelled key determinants of accuracy, including mutant allele frequency, insertion/deletion length, amplitude of copy number, and hotspot gene fusions. Results: The analytical validation results demonstrated that our panel can identify different types of genomic alterations in these test samples with high levels of accuracy, sensitivity, and reproducibility. Conclusion: Our panel could be deployed as a routine clinical test to comprehensively detect actionable variants in cancer patients to guide targeted therapy decisions.
引用
收藏
页码:2423 / 2431
页数:9
相关论文
共 34 条
[1]   A global reference for human genetic variation [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. ;
Wang, Jun ;
Wilson, Richard K. ;
Boerwinkle, Eric ;
Doddapaneni, Harsha ;
Han, Yi ;
Korchina, Viktoriya ;
Kovar, Christie ;
Lee, Sandra ;
Muzny, Donna ;
Reid, Jeffrey G. ;
Zhu, Yiming ;
Chang, Yuqi ;
Feng, Qiang ;
Fang, Xiaodong ;
Guo, Xiaosen ;
Jian, Min ;
Jiang, Hui ;
Jin, Xin ;
Lan, Tianming ;
Li, Guoqing ;
Li, Jingxiang ;
Li, Yingrui ;
Liu, Shengmao ;
Liu, Xiao ;
Lu, Yao ;
Ma, Xuedi ;
Tang, Meifang ;
Wang, Bo .
NATURE, 2015, 526 (7571) :68-+
[2]   BAMClipper: removing primers from alignments to minimize false-negative mutations in amplicon next-generation sequencing [J].
Au, Chun Hang ;
Ho, Dona N. ;
Kwong, Ava ;
Chan, Tsun Leung ;
Ma, Edmond S. K. .
SCIENTIFIC REPORTS, 2017, 7
[3]  
Chakravarty Debyani, 2017, JCO Precis Oncol, V2017, DOI 10.1200/PO.17.00011
[4]   fastp: an ultra-fast all-in-one FASTQ preprocessor [J].
Chen, Shifu ;
Zhou, Yanqing ;
Chen, Yaru ;
Gu, Jia .
BIOINFORMATICS, 2018, 34 (17) :884-890
[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]   A program for annotating and predicting the effects of single nucleotide polymorphisms, SnpEff: SNPs in the genome of Drosophila melanogaster strain w1118; iso-2; iso-3 [J].
Cingolani, Pablo ;
Platts, Adrian ;
Wang, Le Lily ;
Coon, Melissa ;
Tung Nguyen ;
Wang, Luan ;
Land, Susan J. ;
Lu, Xiangyi ;
Ruden, Douglas M. .
FLY, 2012, 6 (02) :80-92
[7]   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
[8]   Clinical Validation of Targeted Next Generation Sequencing for Colon and Lung Cancers [J].
D'Haene, Nicky ;
Le Mercier, Marie ;
De Neve, Nancy ;
Blanchard, Oriane ;
Delaunoy, Melanie ;
El Housni, Hakim ;
Dessars, Barbara ;
Heimann, Pierre ;
Remmelink, Myriam ;
Demetter, Pieter ;
Tejpar, Sabine ;
Salmon, Isabelle .
PLOS ONE, 2015, 10 (09)
[9]   NCCN Guidelines® Insights Non- Small Cell Lung Cancer, Version 5.2018 Featured Updates to the NCCN Guidelines [J].
Ettinger, David S. ;
Aisner, Dara L. ;
Wood, Douglas E. ;
Akerley, Wallace ;
Bauman, Jessica ;
Chang, Joe Y. ;
Chirieac, Lucian R. ;
D'Amico, Thomas A. ;
Dilling, Thomas J. ;
Dobelbower, Michael ;
Govindan, Ramaswamy ;
Gubens, Matthew A. ;
Hennon, Mark ;
Horn, Leora ;
Lackner, Rudy P. ;
Lanuti, Michael ;
Leal, Ticiana A. ;
Lilenbaum, Rogerio ;
Lin, Jules ;
Loo, Billy W., Jr. ;
Martins, Renato ;
Otterson, Gregory A. ;
Sandip, P. ;
Reckamp, Karen ;
Riely, Gregory J. ;
Schild, Steven E. ;
Shapiro, Theresa A. ;
Stevenson, James ;
Swanson, Scott J. ;
Tauer, Kurt ;
Yang, Stephen C. ;
Gregory, Kristina ;
Hughes, Miranda .
JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 2018, 16 (07) :807-821
[10]   COSMIC: somatic cancer genetics at high-resolution [J].
Forbes, Simon A. ;
Beare, David ;
Boutselakis, Harry ;
Bamford, Sally ;
Bindal, Nidhi ;
Tate, John ;
Cole, Charlotte G. ;
Ward, Sari ;
Dawson, Elisabeth ;
Ponting, Laura ;
Stefancsik, Raymund ;
Harsha, Bhavana ;
Kok, Chai Yin ;
Jia, Mingming ;
Jubb, Harry ;
Sondka, Zbyslaw ;
Thompson, Sam ;
De, Tisham ;
Campbell, Peter J. .
NUCLEIC ACIDS RESEARCH, 2017, 45 (D1) :D777-D783