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.

PMID: 31412777
PMCID: PMC6694510
Funding: - Svenska Forskningsrådet Formas: 2010-643, 2013-450 - Vetenskapsrådet: 2012-4634