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|Title:||'hsphase': an R package for pedigree reconstruction, detection of recombination events, phasing and imputation of half-sib family groups||Contributor(s):||Ferdosi, Mohammad (author) ; Kinghorn, Brian (author); Van Der Werf, Julius H (author) ; Lee, Seung Hwan (author); Gondro, Cedric (author)||Publication Date:||2014||Open Access:||Yes||DOI:||10.1186/1471-2105-15-172||Handle Link:||https://hdl.handle.net/1959.11/17682||Abstract:||Background: Identification of recombination events and which chromosomal segments contributed to an individual is useful for a number of applications in genomic analyses including haplotyping, imputation, signatures of selection, and improved estimates of relationship and probability of identity by descent. Genotypic data on half-sib family groups are widely available in livestock genomics. This structure makes it possible to identify recombination events accurately even with only a few individuals and it lends itself well to a range of applications such as parentage assignment and pedigree verification.Results: Here we present hsphase, an R package that exploits the genetic structure found in half-sib livestock data to identify and count recombination events, impute and phase un-genotyped sires and phase its offspring. The package also allows reconstruction of family groups (pedigree inference), identification of pedigree errors and parentage assignment. Additional functions in the package allow identification of genomic mapping errors, imputation of paternal high density genotypes from low density genotypes, evaluation of phasing results either from hsphase or from other phasing programs. Various diagnostic plotting functions permit rapid visual inspection of results and evaluation of datasets.Conclusion: The hsphase package provides a suite of functions for analysis and visualization of genomic structures in half-sib family groups implemented in the widely used R programming environment. Low level functions were implemented in C++ and parallelized to improve performance. hsphase was primarily designed for use with high density SNP array data but it is fast enough to run directly on sequence data once they become more widely available. The package is available (GPL 3) from the Comprehensive R Archive Network (CRAN) or from http://www-personal.une.edu.au/~cgondro2/hsphase.htm.||Publication Type:||Journal Article||Source of Publication:||BMC Bioinformatics, v.15, p. 1-10||Publisher:||BioMed Central Ltd||Place of Publication:||United Kingdom||ISSN:||1471-2105||Field of Research (FOR):||070201 Animal Breeding||Peer Reviewed:||Yes||HERDC Category Description:||C1 Refereed Article in a Scholarly Journal||Statistics to Oct 2018:||Visitors: 533
|Appears in Collections:||Animal Genetics and Breeding Unit (AGBU)|
School of Environmental and Rural Science
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