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

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.

Documentation