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Automated next-generation profiling of genomic alterations in human cancers

Laurel A. Keefer, James R. White, Derrick E. Wood, Kelly Gerding, Kenneth C. Valkenburg, David R. Riley, Christopher Gault, Eniko Papp, Christine M. Vollmer, Amy Greer, James Hernandez, Paul M. McGregor, Adriana Zingone, Bríd M. Ryan, Kristen Deak, Shannon J. McCall, Michael Datto, James L. Prescott, John F. Thompson, Gustavo Cerqueira, Siân Jones, John K. Simmons, Abigail McElhinny, Jennifer S. Dickey, Samuel V. Angiuoli, Luis A. Díaz, Victor E. Velculescu, Mark Sausen

2022Nature Communications23 citationsDOIOpen Access PDF

Abstract

The lack of validated, distributed comprehensive genomic profiling assays for patients with cancer inhibits access to precision oncology treatment. To address this, we describe elio tissue complete, which has been FDA-cleared for examination of 505 cancer-related genes. Independent analyses of clinically and biologically relevant sequence changes across 170 clinical tumor samples using MSK-IMPACT, FoundationOne, and PCR-based methods reveals a positive percent agreement of >97%. We observe high concordance with whole-exome sequencing for evaluation of tumor mutational burden for 307 solid tumors (Pearson r = 0.95) and comparison of the elio tissue complete microsatellite instability detection approach with an independent PCR assay for 223 samples displays a positive percent agreement of 99%. Finally, evaluation of amplifications and translocations against DNA- and RNA-based approaches exhibits >98% negative percent agreement and positive percent agreement of 86% and 82%, respectively. These methods provide an approach for pan-solid tumor comprehensive genomic profiling with high analytical performance.

Topics & Concepts

ConcordanceClearanceMedicineDNA sequencingMicrosatellite instabilityProfiling (computer programming)Computational biologyOncologyGenome instabilityExome sequencingInternal medicineBioinformaticsGeneBiologyDNAGeneticsMicrosatelliteMutationDNA damageOperating systemAlleleComputer scienceUrologyCancer Genomics and DiagnosticsGenetic factors in colorectal cancerGenomics and Phylogenetic Studies
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