Detecting SNPs and estimating allele frequencies in clonal bacterial populations by sequencing pooled DNA.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 19497932.
- Also identified by DOI 10.1093/bioinformatics/btp344 and PMC identifier 2722999.
- Licence recorded as CC BY-NC.
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Abstract
Here, we present a method for estimating the frequencies of SNP alleles present within pooled samples of DNA using high-throughput short-read sequencing. The method was tested on real data from six strains of the highly monomorphic pathogen Salmonella Paratyphi A, sequenced individually and in a pool. A variety of read mapping and quality-weighting procedures were tested to determine the optimal parameters, which afforded > or =80% sensitivity of SNP detection and strong correlation with true SNP frequency at poolwide read depth of 40x, declining only slightly at read depths 20-40x. The method was implemented in Perl and relies on the opensource software Maq for read mapping and SNP calling. The Perl script is freely available from ftp://ftp.sanger.ac.uk/pub/pathogens/pools/.
Medical subject headings
- DNA
- Gene Frequency
- Polymorphism, Single Nucleotide
- Salmonella paratyphi A
- Sequence Analysis, DNA