Mapping Quantitative Trait Loci Using Distorted Markers
Author(s) -
Shizhong Xu,
Zhiqiu Hu
Publication year - 2009
Publication title -
international journal of plant genomics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.454
H-Index - 30
eISSN - 1687-5370
pISSN - 1687-5389
DOI - 10.1155/2009/410825
Subject(s) - quantitative trait locus , family based qtl mapping , mendelian inheritance , genotyping , locus (genetics) , inclusive composite interval mapping , biology , genetics , computational biology , computer science , gene mapping , gene , genotype , chromosome
Quantitative trait locus (QTL) mapping is usually performed using markers that follow a Mendelian segregation ratio. We developed a new method of QTL mapping that can use markers with segregation distortion (non-Mendelian markers). An EM (expectation-maximization) algorithm is used to estimate QTL and SDL (segregation distortion loci) parameters. The joint analysis of QTL and SDL is particularly useful for selective genotyping. Application of the joint analysis is demonstrated using a real life data from a wheat QTL mapping experiment.
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