BisSNPA tool for genotyping in bisulfite treated massively parallel sequencing on Illumina platform | |
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- License:
- Freeware
- Publisher Name:
- USC Epigenome Center
- Publisher web site:
- Operating Systems:
- Mac OS X
- File Size:
- 8.6 MB
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BisSNP Description
BisSNP is a utility based on the Genome Analysis Toolkit (GATK) map-reduce framework for genotyping in bisulfite treated massively parallel sequencing (Bisulfite-seq, RRBS and NOMe-seq) on Illumina platform. BisSNP uses a bayesian inference with either manually specified or automatically estimated methylation probabilities of different cytosine context(not only CpG, CHH, CHG in Bisulfite-seq, but also GCH et.al. in other bisulfite treated sequencing) to determine genotypes and methylation levels simultaneously. Moreover, BisSNP works for both of single-end and paired-end reads.Specificity and sensitivity has been validate by Illumina IM SNP array. In default threshold (Phred scale score > 20), it could detect 92.21% heterozygous SNPs with 0.14% false positive rate (90.88% sensitivity in C/T SNPs with 0.16% false positive rate, 98.51% sensitivity in non C/T SNPs with 0.16% false positive rate). Cytosine calling could detect non-reference cytosine context because it's only based on reference context.
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