Detecting very low allele fraction variants using targeted DNA sequencing and a novel molecular barcode-aware variant caller

BMC Genomics
Chang XuYexun Wang

Abstract

Detection of DNA mutations at very low allele fractions with high accuracy will significantly improve the effectiveness of precision medicine for cancer patients. To achieve this goal through next generation sequencing, researchers need a detection method that 1) captures rare mutation-containing DNA fragments efficiently in the mix of abundant wild-type DNA; 2) sequences the DNA library extensively to deep coverage; and 3) distinguishes low level true variants from amplification and sequencing errors with high accuracy. Targeted enrichment using PCR primers provides researchers with a convenient way to achieve deep sequencing for a small, yet most relevant region using benchtop sequencers. Molecular barcoding (or indexing) provides a unique solution for reducing sequencing artifacts analytically. Although different molecular barcoding schemes have been reported in recent literature, most variant calling has been done on limited targets, using simple custom scripts. The analytical performance of barcode-aware variant calling can be significantly improved by incorporating advanced statistical models. We present here a highly efficient, simple and scalable enrichment protocol that integrates molecular barcodes in multiplex PCR am...Continue Reading

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Aug 18, 2018·Journal of Computational Biology : a Journal of Computational Molecular Cell Biology·Michael TaWenbo Xu
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Related Concepts

Alleles
DNA Sequence
Genetic Equilibrium
Statistical Sensitivity
Variation (Genetics)
Reproducibility of Results
Two-Parameter Models
Computational Molecular Biology
DNA Barcode, Taxonomic
Multiplex Ligation-Dependent Probe Amplification

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