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Genomic prediction accuracy for switchgrass traits related to bioenergy within differentiated populations.

Jason D FiedlerChristina LanzatellaSerge J EdméNathan A PalmerGautam SarathRob MitchellChristian M Tobias
Published in: BMC plant biology (2018)
Accuracy was significantly affected by both cross-validation strategy and trait. Accounting for population structure with a cross-validation strategy constrained by accession resulted in accuracies that were 69% lower than apparent accuracies using unconstrained cross-validation. Less accurate genomic selection is anticipated when most of the phenotypic variation exists between populations such as with spring regreening and yield phenotypes.
Keyphrases
  • genome wide
  • copy number
  • high resolution
  • magnetic resonance imaging
  • gene expression
  • dna methylation
  • computed tomography
  • magnetic resonance
  • contrast enhanced