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Clinical validation of KRAS, BRAF, and EGFR mutation detection using next-generation sequencing

  • Ming Tseh Lin
  • , Stacy L. Mosier
  • , Michele Thiess
  • , Katie F. Beierl
  • , Marija Debeljak
  • , Li Hui Tseng
  • , Guoli Chen
  • , Srinivasan Yegnasubramanian
  • , Hao Ho
  • , Leslie Cope
  • , Sarah J. Wheelan
  • , Christopher D. Gocke
  • , James R. Eshleman

Research output: Contribution to journalArticlepeer-review

Abstract

Objectives: To validate next-generation sequencing (NGS) technology for clinical diagnosis and to determine appropriate read depth. Methods: We validated the KRAS, BRAF, and EGFR genes within the Ion AmpliSeq Cancer Hotspot Panel using the Ion Torrent Personal Genome Machine (Life Technologies, Carlsbad, CA). Results: We developed a statistical model to determine the read depth needed for a given percent tumor cellularity and number of functional genomes. Bottlenecking can result from too few input genomes. By using 16 formalin-fixed, paraffin-embedded (FFPE) cancer-free specimens and 118 cancer specimens with known mutation status, we validated the six traditional analytic performance characteristics recommended by the Next-Generation Sequencing: Standardization of Clinical Testing Working Group. Baseline noise is consistent with spontaneous and FFPE-induced C:G→T:A deamination mutations. Conclusions: Redundant bioinformatic pipelines are essential, since a single analysis pipeline gave false-negative and false-positive results. NGS is sufficiently robust for the clinical detection of gene mutations, with attention to potential artifacts.

Original languageEnglish (US)
Pages (from-to)856-866
Number of pages11
JournalAmerican journal of clinical pathology
Volume141
Issue number6
DOIs
StatePublished - Jun 2014

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

All Science Journal Classification (ASJC) codes

  • Pathology and Forensic Medicine

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