A Comparison Between Methods for Linkage Disequilibrium Fine Mapping of Quantitative Trait Loci

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Journal Title, Volume, Page: 
Genet. Res., Camb. , 83, pp. 41–47
Year of Publication: 
2004
Authors: 
Jihad M Abdallah
Station d'amélioration génétique des animaux, Institut national de la recherche agronomique, Auzeville BP 27, 31326 Castanet-Tolosan Cedex, France
Current Affiliation: 
Department of Animal Production and Health, Faculty of Agriculture and Veterinary Medicine, An Najah National University, Nablus, Palestine
Brigitte Mangin
Unité de biométrie et intelligence artificielle, Institut national de la recherche agronomique, Auzeville BP 27, 31326 Castanet-Tolosan Cedex, France
Bruno Goffinet
Unité de biométrie et intelligence artificielle, Institut national de la recherche agronomique, Auzeville BP 27, 31326 Castanet-Tolosan Cedex, France
Christine Cierco-Ayrolles
Unité de biométrie et intelligence artificielle, Institut national de la recherche agronomique, Auzeville BP 27, 31326 Castanet-Tolosan Cedex, France
Miguel Pérez-Enciso
Station d'amélioration génétique des animaux, Institut national de la recherche agronomique, Auzeville BP 27, 31326 Castanet-Tolosan Cedex, France
Preferred Abstract (Original): 

We present a maximum likelihood method for mapping quantitative trait loci that uses linkage disequilibrium information from single and multiple markers. We made paired comparisons between analyses using a single marker, two markers and six markers. We also compared the method to single marker regression analysis under several scenarios using simulated data. In general, our method outperformed regression (smaller mean square error and confidence intervals of location estimate) for quantitative trait loci with dominance effects. In addition, the method provides estimates of the frequency and additive and dominance effects of the quantitative trait locus.

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