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In order to avoid that this approach causes the frequencies of migrant alleles to increase, the set of breeding individuals could be enlarged with individuals of the migrant breeds.
MADCE is currently in use for the genotyping of an extensive set of breeding germplasm in strawberries.
Major attention will therefore be given to choosing animals adapted to harsh environments and using a set of breeding practices that favor animal adaptations and strengthen their immune systems.
The software STUCTURE was run for K (number of fixed subgroups or clusters) ranging from 1 to 10 on the entire set of breeding lines using all SNPs scored as biallelic markers.
Diversity was characterized in a broad set of breeding lines and exotic lines representing a standard germplasm panel indicating that G. barbadense is much more diverse than G. hirsutum.
Determining an optimal set of breeding pairs (toll #22) is an instance of a classic computational problem known in the Operations Research literature as the "assignment problem", and called "weighted optimal bipartite matching" by computer scientists; it can be solved efficiently [ 76].
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An additional file presents the data set comprised of breeding data, isotope signatures and feather colour scores used in analyses [see Additional file 2].
These resources can contribute to gene discovery and development of expanded molecular marker sets for breeding.
In order to further investigate this issue, QTL and association mapping methods were implemented to study rust resistance in three bi-parental populations and an association mapping set of elite breeding lines in different environments.
In this study, a combination of conventional QTL analysis and genome wide association analysis (GWAS) was used to determine the genetic architecture of leaf rust resistance in sorghum using three bi-parental mapping populations and a set of elite breeding lines phenotyped in hybrid combination with multiple testers.
Therefore, the identification of novel Pst resistance genes in this GWAS represents a valuable addition to the set of tools available to wheat breeding programs to fight this devastating pathogen.
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