A Variant Detection Pipeline for Inherited Cardiomyopathy-Associated Genes Using Next-Generation Sequencing

J Mol Diagn. 2015 Jul;17(4):420-30. doi: 10.1016/j.jmoldx.2015.02.003. Epub 2015 Apr 30.

Abstract

In inherited cardiomyopathies, genetic testing is recognized as an enriching procedure in the diagnostic closure of a cardiac condition. Many genetic mutations have been described as pathogenically related to cardiomyopathies, turning next-generation sequencing into an extremely reliable scenario. Here we describe the validation process of a pipeline constructed with a target panel of 74 cardiomyopathy-related genes sequenced using a next-generation sequencing system. Fifty-two samples from a hypertrophic cardiomyopathy casuistic with previous molecular diagnostics (Sanger-sequenced for MYH7, MYBCP3, and TNNT2; 19 positives and 33 negatives) were processed in parallel with a HapMap reference sample (NA12878) applied for a complete panel assessment. Sequencing coverage values were satisfactory, with a mean of 250× (95% CI, 226.03-273.91) and 95.2% of target bases with a coverage of ≥10×. With a total of 567 variants, variant call sensitivity was tested in five scenarios of coverage and variant allele frequency cutoffs. Maximum achieved sensitivity was 96.7% for single-nucleotide variants and 28.5% for indels, and positive predictive values remained above 0.959 during the whole process. Inter- and intra-assay reproducibility values were 89.5% and 87.3%, respectively. After a careful assessment of analytical performance, we infer that the assay presents potential feasibility for application in diagnostic routines, with minimal time requirements and a simple bioinformatics structure.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers / analysis*
  • Biomarkers / metabolism
  • Cardiac Myosins / genetics
  • Cardiomyopathies / diagnosis*
  • Cardiomyopathies / genetics
  • Computational Biology
  • Genetic Testing / methods*
  • High-Throughput Nucleotide Sequencing / methods*
  • Humans
  • Mutation / genetics*
  • Myosin Heavy Chains / genetics
  • Sequence Analysis, DNA / methods*
  • Troponin T / genetics

Substances

  • Biomarkers
  • MYH7 protein, human
  • TNNT2 protein, human
  • Troponin T
  • Cardiac Myosins
  • Myosin Heavy Chains