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Forskningsartikel2007Vetenskapligt granskadÖppen tillgång

Increasing the efficiency of variance component quantitative trait loci analysis by using reduced-rank identity-by-descent matrices

Rönnegård, Lars; Mischenko, Kateryna; Holmgren, Sverker; Carlborg, Örjan

Sammanfattning

Recent technological development in genetics has made large-scale marker genotyping fast and practicable, facilitating studies for detection of QTL in large general pedigrees. We developed a method that speeds up restricted maximum-likelihood (REML) algorithms for QTL analysis by simplifying the inversion of the variance-covariance matrix of the trait vector. The method was tested in an experimental chicken pedigree including 767 phenotyped individuals and 14 genotyped markers on chicken chromosome 1. The computation time in a chromosome scan covering 475 cM was reduced by 43% when the analysis was based on linkage only and by 72% when linkage disequilibrium information was included. The relative advantage of using our method increases with pedigree size, marker density, and linkage disequilibrium, indicating even greater improvements in the future.

Publicerad i

Genetics
2007, Volym: 176, nummer: 3, sidor: 1935-1938
Utgivare: GENETICS

      UKÄ forskningsämne

      Annan veterinärmedicin

      Publikationens identifierare

      DOI: https://doi.org/10.1534/genetics.107.071977

      Permanent länk till denna sida (URI)

      https://res.slu.se/id/publ/57916