Abstract

Mass spectrometry-based methods have been widely applied – often as the sole method – to detect mutations in human cancer specimens. We applied this approach to 52 childhood soft tissue sarcoma specimens in an attempt to identify potentially actionable mutations. This analysis revealed that 25% of the specimens harbored high-confidence calls for mutated alleles, including a mutation encoding FLT3I836M that was called in four cases. Given the surprisingly high frequency and unusual nature of some of the mutant alleles, we carried out ultra-deep next generation sequencing to confirm them. We confirmed only three mutations, which encoded NRASA18T, JAK3V722I and METR970C in three specimens. Beyond highlighting those mutations, our findings demonstrate potential pitfalls of primarily utilizing a mass spectrometry-based approach to broadly screen for DNA sequence variants in archived, clinical-grade tumor specimens. Duplicate mass spectrometric analyses and confirmatory next generation sequencing can help diminish false positive calls, but this does not ameliorate potential false negatives due in part to evaluating a limited panel of sequence variants.

Highlights

  • Sequenom MassARRAY (Sequenom, San Diego, CA) is one of most popular high-throughput technologies to detect mutations in DNA samples

  • Mass spectrometric detection of this panel of variants in DNA extracted from FFPE material was associated with a high rate of false positives (FDR = 79%)

  • We point out that the false discovery rate (FDR) appeared worse when the mutant allele frequency was 30% or less (FDR = 92%), the small number of cases limits our ability to conclude that the high FDR might be due to specific factors like low DNA concentration or chemical contaminants that might interfere with mass spectrometry

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Summary

Methods

All 52 cases were assayed using the Sequenom MassARRAY OncoCarta v1.0 and v3.0 panels (Sequenom, San Diego, CA), according to manufacturer’s specifications, to examine 365 unique mutations in 33 cancer-related genes. DNA and RNA were extracted from RD and JR1 human rhabdomyosarcoma cell lines using the Blood & Cell Culture DNA Mini Kit (Qiagen) and Trizol (Life Technologies), respectively, according to manufacturer’s specifications. Whole exome and transcriptome sequencing were carried out at the McDermott Generation Sequencing Core as described above, with the exception of library preparation, which was performed using the Nextera Rapid Capture Kit (Illumina) for whole exome and the TruSeq Stranded Total RNA LT Sample Prep Kit (Illumina) for whole transcriptome sequencing, according manufacturer’s specifications. Variant calling was done by directly measuring the number of supporting reads for A, T, G and C on the genomic loci containing MassARRAY-identified mutations. P < 0.05 was considered to be statistically significant in this study

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