The Journal of Molecular Diagnostics
Volume 14, Issue 2 , Pages 149-159, March 2012

A Virtual Pyrogram Generator to Resolve Complex Pyrosequencing Results

  • Guoli Chen

      Affiliations

    • Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
  • ,
  • Matthew Theodore Olson

      Affiliations

    • Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
  • ,
  • Alan O'Neill

      Affiliations

    • Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
  • ,
  • Alexis Norris

      Affiliations

    • Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
  • ,
  • Katie Beierl

      Affiliations

    • Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
  • ,
  • Shuko Harada

      Affiliations

    • Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
  • ,
  • Marija Debeljak

      Affiliations

    • Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
  • ,
  • Keila Rivera-Roman

      Affiliations

    • Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
  • ,
  • Samantha Finley

      Affiliations

    • Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
  • ,
  • Amanda Stafford

      Affiliations

    • Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
  • ,
  • Christopher David Gocke

      Affiliations

    • Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
    • Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
  • ,
  • Ming-Tseh Lin

      Affiliations

    • Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
  • ,
  • James Richard Eshleman

      Affiliations

    • Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
    • Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
    • Corresponding Author InformationAddress reprint requests to: James R. Eshleman, M.D., Ph.D., The Sol Goldman Pancreatic Cancer Research Center, Departments of Pathology and Oncology, Johns Hopkins University School of Medicine, CRB II, Room 344, 1550 Orleans Street, Baltimore, MD 21231

Accepted 5 December 2011. published online 10 February 2012.

We report a freely available software program, Pyromaker, which generates simulated traces for pyrosequencing results based on user inputs. Simulated pyrograms can aid in the analysis of complex pyrosequencing results in which various hypothesized mutations can be tested, and the resultant pyrograms can be matched with the actual pyrogram. We validated the software using the actual pyrograms for common KRAS gene mutations as well as several mutations in the BRAF, GNAS, and p53 genes. We demonstrate that all 18 possible single-base mutations within codons 12 and 13 of KRAS generate unique pyrosequencing traces and highlight the distinctions between them. We further show that all reported codon 12 and 13 complex mutations produce unique pyrograms. However, some complex mutations are indistinguishable from single-base mutations. For complicated pyrograms, Pyromaker was used in two modes, one in which hypothesis-based simulated pyrograms were pattern-matched with the actual pyrograms. In a second strategy with only the pyrogram, Pyromaker was used to identify the underlying mutation by iteratively reconstructing the mutant pyrogram. Either strategy was able to successfully identify the complex mutations, which were confirmed by cloning and sequencing. Using two examples of KRAS codon 12 mutations (specifically GGT→TTT, G12F and GGT→GAG, G12E), we report which combinations of five approaches permit unambiguous mutation identification. The most efficient approach was found to be pyrosequencing with Pyromaker.

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 This work was funded in part by the Sol Goldman Pancreatic Cancer Research Center, the Michael Rolfe Foundation, the Dick Knox Foundation, and the NIH (CA130938).

 G.C. and M.T.O. contributed equally to this work.

 Supplemental material for this article can be found at http://jmd.amjapthol.org or at doi: 10.1016/j.jmoldx.2011.12.001.

PII: S1525-1578(11)00315-1

doi:10.1016/j.jmoldx.2011.12.001

The Journal of Molecular Diagnostics
Volume 14, Issue 2 , Pages 149-159, March 2012