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Published online 31 May 2007
Published in Crop Sci 47:1082-1090 (2007)
© 2007 Crop Science Society of America
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Prospects for Genomewide Selection for Quantitative Traits in Maize

Rex Bernardoa,* and Jianming Yub

a Dep. of Agronomy and Plant Genetics, Univ. of Minnesota, 411 Borlaug Hall, 1991 Upper Buford Cir., St. Paul, MN 55108
b Dep. of Agronomy, Kansas State Univ., 2004 Throckmorton Hall, Manhattan, KS 66506


Figure 1
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Figure 1. Genomewide selection and marker-assisted recurrent selection in maize.

 

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Figure 2. True effects of 40 quantitative trait loci (QTL) and predicted breeding values, for genomewide selection, associated with 128 marker loci at different levels of testcross heritability (H). Predicted breeding values were for a population size of NDH = 144 doubled haploids in cycle 0 and were averaged across 1000 repeats of the simulation experiment. In each repeat, the 128 markers were ranked in descending order of their effects.

 

Figure 3
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Figure 3. Strategic positioning of genomewide selection compared to other methodologies for gene discovery and selection for complex traits.

 





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