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Genome wide association studies (GWAS) allow high resolution exploration of rice genetic diversity for quantitative and qualitative resistance alleles that can be combined in breeding programs to achieve durability.
Results from such studies should enable breeding programs to achieve the desired results.
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Low to moderately sized training populations could be used in a soybean breeding program to achieve adequate prediction accuracies.
Our results provide reliable information for designing wheat breeding programs to improve biscuit quality.
GNS4 can be targeted in breeding programs to increase yields.
Captive breeding programs have often achieved limited success because in many cases the species of conservation concern already shows reduced genetic diversity and/or small population size.
Thus, optimizing developmental plasticity would benefit the breeding programs to control the GxE interaction.
QTL mapping has been implemented in many breeding programs to discover genes underlying quantitative traits.
Plant breeding systems have entered a molecular breeding era, where the process of molecular marker-assisted selection is used in plant breeding programs to combine phenotype and genotype.
This non-genomic reference scenario was compared to two genomic breeding programs to determine the best strategy for implementing genomic information in layer breeding programs.
The simulated GS breeding program required much smaller numbers of selection candidates (500 males and 500 females per year for GS compared to 1080 males and 2880 females per year for the conventional program) to achieve rates of genetic gain per generation that approached those of the conventional program.
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