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Abstract 1699: Accurate detection of low AF variants relevant to AML by Anchored Multiplex PCR and next generation sequencing

Introduction: Acute Myeloid Leukemia (AML) is clinically and biologically heterogeneous, requiring the detection of multiple mutations for characterization. For instance, FLT3-ITDs and CEBPA mutations represent important markers in AML, however they are difficult to detect by NGS due to the highly v...

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Bibliographic Details
Published in:Cancer research (Chicago, Ill.) Ill.), 2019-07, Vol.79 (13_Supplement), p.1699-1699
Main Authors: Johnson, Verity, Moore, Kaitlyn E., Griffin, Laura M., Berlin, Aaron, Licon, Abel, Walters, Ryan
Format: Article
Language:English
Online Access:Get full text
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Summary:Introduction: Acute Myeloid Leukemia (AML) is clinically and biologically heterogeneous, requiring the detection of multiple mutations for characterization. For instance, FLT3-ITDs and CEBPA mutations represent important markers in AML, however they are difficult to detect by NGS due to the highly variable nature of ITDs, the high GC content of CEBPA, and the difficulty in mapping repeated sequences to a wild-type reference. Tracking low frequency mutations is also of growing importance. The ability to accurately detect variants at low allele fractions (AFs) using a single test can be used to assess treatment efficacy and potential relapse. Methods: We developed Archer® VariantPlex® myeloid assays based on Anchored Multiplex PCR (AMP™) to detect important mutations in myeloid malignancies. AMP is a target enrichment strategy that uses molecular-barcoded adapters and gene-specific primers for amplification, permitting open-ended capture of DNA fragments from a single end. This approach enables flexible and strand-specific primer design to provide better coverage of ITD-containing and GC-rich regions. We also developed a method to assess SNV sensitivity taking into account both unique coverage depth and noise for single base substitutions. This strategy enables utilization of position-specific detection thresholds and maximizes sensitivity and specificity. We tested this approach using the VariantPlex® Core Myeloid panel, by titrating reference inputs into background normal samples to examine detection of low AF variants. Results: Our assay enables calling of a 30bp FLT3-ITD down to sub-0.05% allele frequencies. Using optimized low AF conditions improves coverage depth, consistency of low AF FLT3-ITD detection, and sensitivity (98.5% of bases are powered to call a true variant at an allele frequency of 3.0% with 1M reads and 200ng of input). We show >1000X unique molecule coverage across the coding region of CEBPA and use this challenging region to visualize the minimum detectable AF (MDAF) at which a variant has a >95% probability of being detected above the noise (95MDAF). Finally, we show consistent single nucleotide variant (SNV), insertion and deletion (indel), and ITD calling at sub-0.5% allele frequencies, and demonstrate the utility of reporting variant-specific MDAFs and normal dataset P-values when analyzing low AF variants. Conclusion: AMP provides NGS-based detection of complex mutation types that are relevant in AML. We demonstrate robust callin
ISSN:0008-5472
1538-7445
DOI:10.1158/1538-7445.AM2019-1699