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The advantages of using multi-parent populations are that: (1) more targeted traits from each of the parents can be analyzed based on the selection of parents used to make the multi-parent crosses; and (2) increased precision and resolution with which QTLs can be detected due to the increased level of recombination (Cavanagh et al. 2008).
The availability of gene information will facilitate molecular breeding for improving important targeted traits in this important legume crop.
Interestingly, the accuracy of the predicted GEBVs was different in the 25 crosses, although the study used almost the same SNPs, targeted traits and population sizes.
Pig breeding companies constantly focus their efforts on either producing lean or fat animals or specifically targeted traits e.g. intramuscular fat in their products [ 2].
To date only one GWA-based study of variation in eggplant has been performed [ 16] but the present study used a larger number of accessions (191 vs 141 ) and a more densely populated genetic map (384 SNPs (single nucleotide polymorphisms) vs 105 microsatellites) and targeted traits related to anthocyanin accumulation and fruit color.
The reported studies used different materials and statistical methods for GEBV prediction, but many of these studies showed that the accuracy of GEBV was higher than that of traditional EBV and it was increased with a larger population size, larger numbers of genotyped SNPs, and higher heritability of the targeted traits.
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Clustered regularly interspaced palindromic repeats (CRISPR -CRISPR-associated proteins (CRISPR -CRISPR-associatedking genome-engineering tool, has faCRISPR -CRISPR-associatedimproteinst in plants.
The development of useful markers tightly linked to target traits is accomplished by QTL mapping experiments.
Our associations provided candidate target traits for these genes that can be further investigated.
Different MAS approaches have been successfully attempted targeting traits governed by many minor-effect QTL [ 42].
The development of 600 K Affymetrix Chicken SNP array allows more efficient screening of the causal loci and genes in relevance to target traits.
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