npj Precision OncologyGenetic & Genomic MedicinePeer-reviewed journal article
EXaCT-2: An augmented and customizable oncology-focused whole exome sequencing platform
Peter WaltmaniD, Pooja ChandraiD, Ken W. Eng, David C. WilkesiD, Hyeon Hwan ParkiD, Carlos Pabón-Peña, Princesca DelpeiD, Bhavneet BhinderiD, Jyothi ManohariD, Troy KaneiD, Evan M. FernandeziD, Kathryn GorskiiD, Noah Greco, Manuele SimiiD, Jeffrey M. Tang, Pantelis ZisimopoulosiD, Abigail S. KingiD, Majd Al AssaadiD, Theresa A Ten Eyck, Douglas N. Roberts, Jorge MongeiD, Francesca DemichelisiD, Wayne TamiD, Madhu Micheal OusephiD, Alexandros SigarasiD, , Andrea SboneriD
Abstract
With the rapid advances in cancer research, the list of variants and genes that drive human diseases is constantly expanding. Moreover, the FDA has approved more cancer therapies that incorporate a broader set of genomic features than simple gene variants such as Tumor Mutation Burden (TMB), microsatellite instability status (MSI), and fusion events in gene families such as the NTRK receptors. These features currently require multiple testing methods (IHC/FISH/etc.). With the cost of NGS testing dropping, it is now possible to envision an NGS assay capable of reliably detecting these features without the need for additional testing. The EIPM multidisciplinary team has developed EXaCT-2: a whole exome sequencing (WES) assay that gives the coverage of a targeted assay on cancer genes and the breadth to detect copy number events, cancer-related fusions, and viruses, which can facilitate diagnostic and therapeutic decisions for cancer patients. We evaluated EXaCT-2 on 250 matched tumor/normal pairs and compared its performance with orthogonally validated results. We show the assay achieves the expected coverage of critical cancer genes, provides a better characterization of somatic copy number alterations, detects common cancer rearrangements and viruses, and enables the accurate estimation of global molecular metrics, such as tumor mutational burden and microsatellite instability. Further, we demonstrate the sensitivity of the assay to identify sub-clonal mutations that standard whole-exome assays are incapable of detecting, including the presence of KRAS mutations in samples previously believed to only contain wild-type KRAS, as well aging-related, somatic mosaicism in a phenotypically benign sample that is proximal to endometrial cancer.
- organism: human
- assay: whole-exome sequencing
- research focus: variant calling
- research focus: differential expression
- research focus: variant effect prediction
- approach: experimental assay
- Citations
- 5
- FWCI
- 12.90
- Field percentile
- top 2%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Whole-exome sequencing of plasma cell-free DNA portrays the somatic mutation landscape of refractory metastatic colorectal cancer and enables the discovery of mutated KDR/VEGFR2 receptors as modulators of anti-angiogenic therapies.
Rodrigo Almeida Toledo, Elena Garralda, … Manuel M. Hidalgo·bioRxiv·Aug 28, 2017
- Discovery and reporting of clinically-relevant germline variants in advanced cancer patients assessed using whole-exome sequencing
Tuo Zhang, Alessandro Romanel, … Olivier Elemento·bioRxiv·Mar 1, 2017
- Whole Genome and Exome Sequencing Reference Datasets from A Multi-center and Cross-platform Benchmark Study
Yongmei Zhao, Li Tai Fang, … Wenming Xiao·Scientific DataPeer-reviewed·Nov 9, 2021
- Targeted mutation detection in breast cancer using MammaSeqTM
N. G. Smith, R. Gyanchandani, … A. V. Lee·bioRxiv·Feb 13, 2018
- Bioinformatic Methods and Bridging of Assay Results for Reliable Tumor Mutational Burden Assessment in Non-Small Cell Lung Cancer
Chang Han, Ariella Sasson, … Joseph D. Szustakowski·Molecular Diagnosis & TherapyPeer-reviewed·Jun 27, 2019
- Reliability of Whole-Exome Sequencing for Assessing Intratumor Genetic Heterogeneity
Weiwei Shi, Charlotte K.Y. Ng, … Christos Hatzis·Cell ReportsPeer-reviewed·Nov 1, 2018