SNIP-Seq
SNIP-Seq detects and genotypes single nucleotide polymorphisms (SNPs) from population sequencing data to improve SNP discovery accuracy and reduce false positives in targeted genomic intervals.
Key Features:
- Population-Based Analysis: Utilizes sequence data from multiple individuals within a population to identify SNPs and reduce sequencing-error–driven false positives.
- High Accuracy in SNP Detection: Demonstrated 98.8% concordance of sequencing-based genotype assignments in a 200-kilobase region on chromosome 9p21 sequenced from 48 individuals with duplicate samples for five subjects.
- Low False-Positive Rate: Achieves an approximate false-positive rate of 2% by leveraging population sequence information.
- Validation via Pooled Sequencing and Sanger: Novel SNPs were validated using pooled sequencing from two separate pools containing the same set of individuals and confirmed by Sanger sequencing.
- Focus on Functional Intervals: Targets functionally important genomic intervals to facilitate discovery of DNA sequence variants with potential biological impact.
Scientific Applications:
- Population Genetics: Enables robust SNP discovery and genotype assignment across populations to support analyses of allele frequency and diversity.
- Personalized Medicine: Provides accurate variant calls and genotypes that can inform studies linking genetic variation to disease risk and therapeutic response.
- Functional Genomics: Facilitates comprehensive discovery of variants within functionally important genomic intervals for studies of genotype–phenotype relationships.
Methodology:
Performs population-based SNP detection and sequencing-based genotype assignment, with validation comparisons to pooled sequencing and Sanger sequencing as reported.
Topics
Details
- Tool Type:
- command-line tool
- Programming Languages:
- Python
- Added:
- 1/13/2017
- Last Updated:
- 11/25/2024
Operations
Data Inputs & Outputs
SNP detection
Outputs
Publications
Bansal V, Harismendy O, Tewhey R, Murray SS, Schork NJ, Topol EJ, Frazer KA. Accurate detection and genotyping of SNPs utilizing population sequencing data. Genome Research. 2010;20(4):537-545. doi:10.1101/gr.100040.109. PMID:20150320. PMCID:PMC2847757.