Cross-oncopanel study reveals high sensitivity and accuracy with overall analytical performance depending on genomic regions

Genome Biol. 2021 Apr 16;22(1):109. doi: 10.1186/s13059-021-02315-0.

Abstract

Background: Targeted sequencing using oncopanels requires comprehensive assessments of accuracy and detection sensitivity to ensure analytical validity. By employing reference materials characterized by the U.S. Food and Drug Administration-led SEquence Quality Control project phase2 (SEQC2) effort, we perform a cross-platform multi-lab evaluation of eight Pan-Cancer panels to assess best practices for oncopanel sequencing.

Results: All panels demonstrate high sensitivity across targeted high-confidence coding regions and variant types for the variants previously verified to have variant allele frequency (VAF) in the 5-20% range. Sensitivity is reduced by utilizing VAF thresholds due to inherent variability in VAF measurements. Enforcing a VAF threshold for reporting has a positive impact on reducing false positive calls. Importantly, the false positive rate is found to be significantly higher outside the high-confidence coding regions, resulting in lower reproducibility. Thus, region restriction and VAF thresholds lead to low relative technical variability in estimating promising biomarkers and tumor mutational burden.

Conclusion: This comprehensive study provides actionable guidelines for oncopanel sequencing and clear evidence that supports a simplified approach to assess the analytical performance of oncopanels. It will facilitate the rapid implementation, validation, and quality control of oncopanels in clinical use.

Keywords: Analytical performance; Molecular diagnostics; Oncopanel sequencing; Precision medicine; Reproducibility; Target enrichment.

Publication types

  • Research Support, N.I.H., Intramural
  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, P.H.S.

MeSH terms

  • Biomarkers, Tumor*
  • DNA Copy Number Variations
  • Genetic Testing / methods*
  • Genetic Testing / standards
  • Genomics / methods*
  • Genomics / standards
  • Humans
  • Molecular Diagnostic Techniques / methods
  • Molecular Diagnostic Techniques / standards
  • Mutation
  • Neoplasms / diagnosis
  • Neoplasms / genetics*
  • Oncogenes*
  • Polymorphism, Single Nucleotide
  • Reproducibility of Results
  • Sensitivity and Specificity

Substances

  • Biomarkers, Tumor