Stripes
Stripes reconstructs founder mosaic genotypes in intercross offspring from outbred founder populations using low-coverage whole-genome sequencing of intercross individuals and high-coverage founder sequences to enable high-resolution QTL mapping of complex traits.
Key Features:
- Low-coverage sequencing reconstruction: Reconstructs genome-wide genotypes from very low-coverage (< 0.5×) sequencing data of intercross individuals.
- High-resolution genotyping: Identifies founder-line informative markers fixed for alternative alleles in divergent founder lines, enabling precise inference of recombination breakpoints with 50% localized to regions shorter than 10 kb.
- Consistency and accuracy: Genotypes inferred from low-coverage data show over 95% agreement with individual SNP genotyping.
- Optimized imputation algorithm: Incorporates an optimized imputation algorithm tailored for founder-mosaic genotype reconstruction across large pedigrees.
- Tn5-based library preparation: Utilizes a Tn5-based library preparation protocol to enable whole-genome genotyping in hundreds of individuals.
Scientific Applications:
- QTL mapping: Enables high-resolution mapping of quantitative trait loci contributing to complex traits using reconstructed founder mosaics.
- Experimental pedigrees and F2 studies: Supports analyses of large F2 pedigrees derived from divergently selected lines, including intercrosses between chicken populations.
Methodology:
Selects founder-line informative markers within each full-sib family and markers fixed for alternative alleles in divergent founder lines, reconstructs mosaic genotypes and infers recombination breakpoints using high-coverage (~30×) founder whole-genome sequencing and very low-coverage (< 0.5×) intercross sequencing, and applies an optimized imputation algorithm.
Topics
Details
- License:
- GPL-3.0
- Programming Languages:
- R, Perl, Python
- Added:
- 11/14/2019
- Last Updated:
- 12/27/2020
Operations
Publications
Zan Y, Payen T, Lillie M, Honaker CF, Siegel PB, Carlborg Ö. Genotyping by low-coverage whole-genome sequencing in intercross pedigrees from outbred founders: a cost-efficient approach. Genetics Selection Evolution. 2019;51(1). doi:10.1186/s12711-019-0487-1. PMID:31412777. PMCID:PMC6694510.