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Accuracy and reproducibility of somatic point mutation calling in clinical-type targeted sequencing data.

Ali KarimnezhadGareth A PalidworKednapa ThavornDavid J StewartPearl A CampbellBryan LoTheodore J Perkins
Published in: BMC medical genomics (2020)
Reproducibility and accuracy of targeted clinical sequencing results depend less on sequencing platform and panel than on variability between replicates and downstream bioinformatics. Differences in variant callers' default parameters are a greater influence on algorithm disagreement than other differences between the algorithms. Contrary to typical clinical practice, we recommend employing multiple variant calling pipelines and/or analyzing replicate samples, as this greatly decreases false positive calls.
Keyphrases
  • single cell
  • machine learning
  • clinical practice
  • deep learning
  • cancer therapy
  • electronic health record
  • high throughput
  • copy number
  • genome wide