The extent of linkage disequilibrium in a large cattle population of western Africa and its consequences for association studies
Open Access
- 24 April 2007
- journal article
- research article
- Published by Wiley in Animal Genetics
- Vol. 38 (3), 277-286
- https://doi.org/10.1111/j.1365-2052.2007.01601.x
Abstract
Several previous studies concluded that linkage disequilibrium (LD) in livestock populations from developed countries originated from the impact of strong selection. Here, we assessed the extent of LD in a cattle population from western Africa that was bred in an extensive farming system. The analyses were performed on 363 individuals in a Bos indicus x Bos taurus population using 42 microsatellite markers on BTA04, BTA07 and BTA13. A high level of expected heterozygosity (0.71), a high mean number of alleles per locus (9.7) and a mild shift in Hardy-Weinberg equilibrium were found. Linkage disequilibrium extended over shorter distances than what has been observed in cattle from developed countries. Effective population size was assessed using two methods; both methods produced large values: 1388 when considering heterozygosity (assuming a mutation rate of 10(-3)) and 2344 when considering LD on whole linkage groups (assuming a constant population size over generations). However, analysing the decay of LD as a function of marker spacing indicated a decreasing trend in effective population size over generations. This decrease could be explained by increasing selective pressure and/or by an admixture process. Finally, LD extended over small distances, which suggested that whole-genome scans will require a large number of markers. However, association studies using such populations will be effective.Keywords
This publication has 60 references indexed in Scilit:
- Assessing the Relative Ages of Admixture in the Bovine Hybrid Zones of Africa and the Near East Using X Chromosome Haplotype MosaicismGenetics, 2006
- Extent and Consistency Across Generations of Linkage Disequilibrium in Commercial Layer Chicken Breeding PopulationsGenetics, 2005
- CARHTA GENE: multipopulation integrated genetic and radiation hybrid mappingBioinformatics, 2004
- FAST‐TRACK: Integrating QTL mapping and genome scans towards the characterization of candidate loci under parallel selection in the lake whitefish (Coregonus clupeaformis)Molecular Ecology, 2004
- Linkage disequilibrium between microsatellite markers in the Swedish Sami relative to a worldwide selection of populationsHuman Genetics, 2004
- A Comparison of Bayesian Methods for Haplotype Reconstruction from Population Genotype DataAmerican Journal of Human Genetics, 2003
- Novel Multilocus Measure of Linkage Disequilibrium to Estimate Past Effective Population SizeGenome Research, 2003
- Patterns of linkage disequilibrium in the human genomeNature Reviews Genetics, 2002
- Gapped BLAST and PSI-BLAST: a new generation of protein database search programsNucleic Acids Research, 1997
- Estimating F-Statistics for the Analysis of Population StructureEvolution, 1984