Factors influencing success of clinical genome sequencing across a broad spectrum of disorders

Nat Genet. 2015 Jul;47(7):717-726. doi: 10.1038/ng.3304. Epub 2015 May 18.

Abstract

To assess factors influencing the success of whole-genome sequencing for mainstream clinical diagnosis, we sequenced 217 individuals from 156 independent cases or families across a broad spectrum of disorders in whom previous screening had identified no pathogenic variants. We quantified the number of candidate variants identified using different strategies for variant calling, filtering, annotation and prioritization. We found that jointly calling variants across samples, filtering against both local and external databases, deploying multiple annotation tools and using familial transmission above biological plausibility contributed to accuracy. Overall, we identified disease-causing variants in 21% of cases, with the proportion increasing to 34% (23/68) for mendelian disorders and 57% (8/14) in family trios. We also discovered 32 potentially clinically actionable variants in 18 genes unrelated to the referral disorder, although only 4 were ultimately considered reportable. Our results demonstrate the value of genome sequencing for routine clinical diagnosis but also highlight many outstanding challenges.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Base Sequence
  • DNA Mutational Analysis
  • Genetic Diseases, Inborn / diagnosis*
  • Genetic Diseases, Inborn / genetics
  • Genome, Human
  • High-Throughput Nucleotide Sequencing*
  • Humans
  • Molecular Diagnostic Techniques*
  • Molecular Sequence Annotation
  • Polymorphism, Single Nucleotide
  • Sensitivity and Specificity

Grant support