Incorporating Genome-Wide Association Mapping Results Into Genomic Prediction Models for Grain Yield and Yield Stability in CIMMYT Spring Bread Wheat.

For Pi although a clear trend was not observed, two scenarios were noteworthy; when across environment heritability of GY was high (>0.55) for instance in EYT2011-12 and EYT2014-15 ( Table 1 ), no variation was observed among models 2, 3, and 4 and they performed equally well over the base model in EYTs ( Figure 4 and Supplementary Table S12 ).

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We conclude that the utility of GS incorporating GWAS results is noteworthy for GY when GWAS results identify highly significant and robust genomic regions.

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