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Previous studies regarding CHD, based on sample sizes of 150-800 andmals and using microsatellites [ 14, 15] or SNPs [ 16– 19], have shown inconsistent results for QTL position depending on the breeds, density of markers, allele frequencies and statistical methods used.
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In this study it is our objective to estimate and describe genome wide levels of LD in four pig breeds using high density genotypes.
Porto-neto, L. R., Kijas, J. W. & Reverter, A. The extent of linkage disequilibrium in beef cattle breeds using high-density SNP genotypes.
They also remark that in the 1970s and 1980s, the European Union Common Agricultural Programme (CAP) encouraged less hardier but higher-output breeds and higher densities of livestock, which led to land degradation - environmentalists then accused farmers of being 'degraders', rather than focusing on the negative incentives from the policy measures.
Here we genotyped a broad panel of 678 pigs from 5 Tibetan regional populations and 34 lowland breeds using high-density SNP genotyping arrays.
We used two complementary methods (iHS and global FST) to detect selection signatures across the whole bovine genome and across seven diverse cattle breeds using high-density genotypes.
Fadista et al. recently reported 304 CNV regions in 20 animals of 4 cattle breeds using high-density array CGH [ 30].
Development of more complex strategies would benefit from the analysis of native breeds with high-density marker panels that can distinguish between neutral and selected genomic regions.
This implies that accurate predictions of breeding value may persist for several generations, allowing for: 1) a reduced number of phenotypic measurements in each generation [ 1] and; 2) the possibility of accurate predictions across different breeds provided sufficient marker density [ 2].
Thus, as the marker density increases, breed differences of markers effects decreases while the number of extra parameters in BSAM increases.
In this paper, we show that using a large reference population from two breeds, combined with high-density SNP genotypes and a nonlinear method for the analysis (BayesR) increases the accuracy of genomic predictions in a breed that is not included in the reference population.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com