Optimizing Training Population Data and Validation of Genomic Selection for Economic Traits in Soft Winter Wheat

  title={Optimizing Training Population Data and Validation of Genomic Selection for Economic Traits in Soft Winter Wheat},
  author={A. Hoffstetter and A. Cabrera and M. Huang and C. Sneller},
  journal={G3: Genes|Genomes|Genetics},
  pages={2919 - 2928}
  • A. Hoffstetter, A. Cabrera, +1 author C. Sneller
  • Published 2016
  • Biology, Medicine
  • G3: Genes|Genomes|Genetics
  • Genomic selection (GS) is a breeding tool that estimates breeding values (GEBVs) of individuals based solely on marker data by using a model built using phenotypic and marker data from a training population (TP). The effectiveness of GS increases as the correlation of GEBVs and phenotypes (accuracy) increases. Using phenotypic and genotypic data from a TP of 470 soft winter wheat lines, we assessed the accuracy of GS for grain yield, Fusarium Head Blight (FHB) resistance, softness equivalence… CONTINUE READING
    Breeding strategies and advances in line selection for Fusarium head blight resistance in wheat
    • 57
    • Highly Influenced
    • PDF
    Rapid Cycling Genomic Selection in a Multiparental Tropical Maize Population
    • 31
    • PDF


    Publications referenced by this paper.
    Prediction of Genetic Values of Quantitative Traits in Plant Breeding Using Pedigree and Molecular Markers
    • 496
    • Highly Influential
    • PDF
    Genomic Selection Accuracy using Multifamily Prediction Models in a Wheat Breeding Program
    • 263
    • Highly Influential
    Genomic Selection Accuracy for Grain Quality Traits in Biparental Wheat Populations
    • 182
    • Highly Influential
    • PDF
    Genomic Selection in Plant Breeding: A Comparison of Models
    • 398
    • Highly Influential
    • PDF
    Ridge Regression and Other Kernels for Genomic Selection with R Package rrBLUP
    • 813
    • Highly Influential
    Genomic Selection for Crop Improvement
    • 286
    • PDF
    Genomic Selection in Wheat Breeding using Genotyping‐by‐Sequencing
    • 425
    • Highly Influential
    • PDF
    Genomic selection in plant breeding: from theory to practice.
    • 738
    • PDF
    Prospects for genomewide selection for quantitative traits in maize
    • 604
    • PDF