Concordance Study of a 520-Gene Next-Generation Sequencing-Based Genomic Profiling Assay of Tissue and Plasma Samples

被引:26
作者
Wang, Minghui [1 ]
Chen, Xianshan [2 ]
Dai, Yongmei [3 ,4 ]
Wu, Duoguang [1 ]
Liu, Fang [5 ]
Yang, Zheng [6 ]
Song, Baozhi [4 ,7 ]
Xie, Li [3 ,4 ]
Yang, Liangwei [8 ]
Zhao, Weidi [8 ]
Zhang, Chenxu [8 ]
Shen, Weixi [9 ]
Fan, Chengjuan [9 ]
Teng, Chong [9 ]
Zhao, Xue [9 ]
Gao, Naisheng [9 ]
Shang, Di [9 ]
Zhao, Guofang [8 ]
Xin, Tao [9 ]
机构
[1] Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Dept Thorac Surg, Guangzhou 510220, Peoples R China
[2] Hainan Gen Hosp, Dept Thorac Surg, Haikou 570311, Hainan, Peoples R China
[3] Fujian Med Univ, Dept Oncol, Shengli Clin Med Coll, Fuzhou 350001, Peoples R China
[4] Fujian Prov Hosp, Fuzhou 350001, Peoples R China
[5] First Peoples Hosp Foshan, Dept Pathol, Foshan 528000, Peoples R China
[6] Sun Yat Sen Univ, Affiliated Hosp 7, Dept Pathol, Shenzhen 518107, Peoples R China
[7] Fujian Med Univ, Dept Gynecol, Shengli Clin Med Coll, Fuzhou 350001, Peoples R China
[8] Univ Chinese Acad Sci, Hwa Mei Hosp, Dept Cardiothorac Surg, Ningbo Hosp 2, 41 Xibei Rd, Ningbo 315010, Zhejiang, Peoples R China
[9] Harbin Med Univ, Dept Oncol, Affiliated Hosp 2, 246 Xuefu Rd, Harbin 150081, Heilongjiang, Peoples R China
基金
中国国家自然科学基金;
关键词
TUMOR MUTATIONAL BURDEN; MICROSATELLITE INSTABILITY; CANCER; DISCOVERY; VARIANTS; DNA;
D O I
10.1007/s40291-022-00579-1
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Introduction Next-generation sequencing (NGS) enables simultaneous detection of actionable somatic variants and estimation of genomic signatures such as tumor mutational burden (TMB) or microsatellite instability (MSI) status, which empowers therapeutic decisions in clinical oncology. Objective Our retrospective study investigated the clinical performance of somatic variant detection in paired tissue and blood samples using a large targeted gene panel, the OncoScreen Plus, which interrogates 520 cancer-related genes. Methods We analyzed sequencing data derived from paired tissue and blood samples of 3005 patients spanning 20 solid tumor types, including lung (n = 1971), gastrointestinal (n = 625), breast (n = 120) and gynecological (n = 110), genitourinary (n = 38), and other cancers (n = 141). Results Across tumor types, the OncoScreen Plus panel achieved a high tissue detection rate, with an average of 97.9%. The average plasma detection rate was 72.2%, with an average tissue concordance rate of 36.6%. Considering all variant types, the plasma assay yielded an average sensitivity/true positive rate of 45.7%, with a positive predictive value of 64.7% relative to tissue assay. Pearson correlation analysis revealed a strong correlation in TMB estimated from blood and tissue samples (correlation coefficient 0.845, R-2 = 0.756). MSI-high status was identified in five tumor types, including endometrial cancer (28.6%), colorectal cancer (2.5%), ovarian cancer (2.0%), gastric cancer (1.5%), and lung adenocarcinoma (0.2%). Conclusion Paired tumor and blood samples from a large cohort of patients spanning 20 tumor types demonstrated that the OncoScreen Plus is a reliable pan-cancer panel for the accurate detection of somatic variants and genomic signatures that could guide individualized treatment strategies to improve the care of patients with advanced cancer.
引用
收藏
页码:309 / 322
页数:14
相关论文
共 28 条
[1]   Existing and Emerging Biomarkers for Immune Checkpoint Immunotherapy in Solid Tumors [J].
Arora, Sanjeevani ;
Velichinskii, Rodion ;
Lesh, Randy W. ;
Ali, Usman ;
Kubiak, Michal ;
Bansal, Pranshu ;
Borghaei, Hossein ;
Edelman, Martin J. ;
Boumber, Yanis .
ADVANCES IN THERAPY, 2019, 36 (10) :2638-2678
[2]   Detection of Microsatellite Instability from Circulating Tumor DNA by Targeted Deep Sequencing [J].
Cai, Zhenghao ;
Wang, Zhenxin ;
Liu, Chenglin ;
Shi, Dongtao ;
Li, Dapeng ;
Zheng, Minhua ;
Han-Zhang, Han ;
Lizaso, Analyn ;
Xiang, Jianxing ;
Lv, Juan ;
Wu, Wenjun ;
Zhang, Zhihong ;
Zhang, Zhou ;
Yuan, Fei ;
He, Songbing ;
Sun, Jing .
JOURNAL OF MOLECULAR DIAGNOSTICS, 2020, 22 (07) :860-870
[3]   Analysis of 100,000 human cancer genomes reveals the landscape of tumor mutational burden [J].
Chalmers, Zachary R. ;
Connelly, Caitlin F. ;
Fabrizio, David ;
Gay, Laurie ;
Ali, Siraj M. ;
Ennis, Riley ;
Schrock, Alexa ;
Campbell, Brittany ;
Shlien, Adam ;
Chmielecki, Juliann ;
Huang, Franklin ;
He, Yuting ;
Sun, James ;
Tabori, Uri ;
Kennedy, Mark ;
Lieber, Daniel S. ;
Roels, Steven ;
White, Jared ;
Otto, Geoffrey A. ;
Ross, Jeffrey S. ;
Garraway, Levi ;
Miller, Vincent A. ;
Stephens, Phillip J. ;
Frampton, Garrett M. .
GENOME MEDICINE, 2017, 9
[4]   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
[5]   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
[6]   Microsatellite Instability as a Biomarker for PD-1 Blockade [J].
Dudley, Jonathan C. ;
Lin, Ming-Tseh ;
Le, Dung T. ;
Eshleman, James R. .
CLINICAL CANCER RESEARCH, 2016, 22 (04) :813-820
[7]   Cross-oncopanel study reveals high sensitivity and accuracy with overall analytical performance depending on genomic regions [J].
Gong, Binsheng ;
Li, Dan ;
Kusko, Rebecca ;
Novoradovskaya, Natalia ;
Zhang, Yifan ;
Wang, Shangzi ;
Pabon-Pena, Carlos ;
Zhang, Zhihong ;
Lai, Kevin ;
Cai, Wanshi ;
LoCoco, Jennifer S. ;
Lader, Eric ;
Richmond, Todd A. ;
Mittal, Vinay K. ;
Liu, Liang-Chun ;
Johann, Donald J., Jr. ;
Willey, James C. ;
Bushel, Pierre R. ;
Yu, Ying ;
Xu, Chang ;
Chen, Guangchun ;
Burgess, Daniel ;
Cawley, Simon ;
Giorda, Kristina ;
Haseley, Nathan ;
Qiu, Fujun ;
Wilkins, Katherine ;
Arib, Hanane ;
Attwooll, Claire ;
Babson, Kevin ;
Bao, Longlong ;
Bao, Wenjun ;
Lucas, Anne Bergstrom ;
Best, Hunter ;
Bhandari, Ambica ;
Bisgin, Halil ;
Blackburn, James ;
Blomquist, Thomas M. ;
Boardman, Lisa ;
Burgher, Blake ;
Butler, Daniel J. ;
Chang, Chia-Jung ;
Chaubey, Alka ;
Chen, Tao ;
Chierici, Marco ;
Chin, Christopher R. ;
Close, Devin ;
Conroy, Jeffrey ;
Coleman, Jessica Cooley ;
Craig, Daniel J. .
GENOME BIOLOGY, 2021, 22 (01)
[8]   Tumor Mutational Burden as an Independent Predictor of Response to Immunotherapy in Diverse Cancers [J].
Goodman, Aaron M. ;
Kato, Shumei ;
Bazhenova, Lyudmila ;
Patel, Sandip P. ;
Frampton, Garrett M. ;
Miller, Vincent ;
Stephens, Philip J. ;
Daniels, Gregory A. ;
Kurzrock, Razelle .
MOLECULAR CANCER THERAPEUTICS, 2017, 16 (11) :2598-2608
[9]   VarScan 2: Somatic mutation and copy number alteration discovery in cancer by exome sequencing [J].
Koboldt, Daniel C. ;
Zhang, Qunyuan ;
Larson, David E. ;
Shen, Dong ;
McLellan, Michael D. ;
Lin, Ling ;
Miller, Christopher A. ;
Mardis, Elaine R. ;
Ding, Li ;
Wilson, Richard K. .
GENOME RESEARCH, 2012, 22 (03) :568-576
[10]  
Li H, 2009, BIOINFORMATICS, V25, P1094, DOI [10.1093/bioinformatics/btp100, 10.1093/bioinformatics/btp324]