Novel findings with reassessment of exome data: implications for validation testing and interpretation of genomic data

Genet Med. 2018 Mar;20(3):329-336. doi: 10.1038/gim.2017.153. Epub 2017 Oct 12.

Abstract

PurposeThe objective of this study was to assess the ability of our laboratory's exome-sequencing test to detect known and novel sequence variants and identify the critical factors influencing the interpretation of a clinical exome test.MethodsWe developed a two-tiered validation strategy: (i) a method-based approach that assessed the ability of our exome test to detect known variants using a reference HapMap sample, and (ii) an interpretation-based approach that assessed our relative ability to identify and interpret disease-causing variants, by analyzing and comparing the results of 19 randomly selected patients previously tested by external laboratories.ResultsWe demonstrate that this approach is reproducible with >99% analytical sensitivity and specificity for single-nucleotide variants and indels <10 bp. Our findings were concordant with the reference laboratories in 84% of cases. A new molecular diagnosis was applied to three cases, including discovery of two novel candidate genes.ConclusionWe provide an assessment of critical areas that influence interpretation of an exome test, including comprehensive phenotype capture, assessment of clinical overlap, availability of parental data, and the addressing of limitations in database updates. These results can be used to inform improvements in phenotype-driven interpretation of medical exomes in clinical and research settings.

MeSH terms

  • Computational Biology / methods
  • Data Accuracy*
  • Exome*
  • Genetic Association Studies
  • Genetic Predisposition to Disease
  • Genetic Testing* / methods
  • Genetic Testing* / standards
  • Genomics / methods
  • Genomics / standards
  • High-Throughput Nucleotide Sequencing*
  • Humans
  • INDEL Mutation
  • Polymorphism, Single Nucleotide
  • Reproducibility of Results
  • Sensitivity and Specificity
  • Sequence Analysis, DNA*