An Overview of Key Factors Affecting Genomic Selection for Wheat Quality Traits

Genomic prediction and GWAS of yield, quality and disease-related traits in spring barley and winter wheat

(2020) Hsin-Yuan Tsai et al.   Scientific Reports

Genome‐based prediction of multiple wheat quality traits in multiple years

(2020) Maria Itria Ibba et al.   Plant Genome

Factors Affecting the Accuracy of Genomic Selection for Agricultural Economic Traits in Maize, Cattle, and Pig Populations

(2019) Haohao Zhang et al.   Frontiers in Genetics

Genomic Selection in Cereal Breeding

(2019) Charlotte Robertsen et al.   Agronomy-Basel

Predicting the effect of reference population on the accuracy of within, across, and multibreed genomic prediction

(2019) I. van den Berg et al.   JOURNAL OF DAIRY SCIENCE

Combining grain yield, protein content and protein quality by multi-trait genomic selection in bread wheat

(2019) Sebastian Michel et al.   THEORETICAL AND APPLIED GENETICS

Improving grain yield, stress resilience and quality of bread wheat using large-scale genomics

(2019) Philomin Juliana et al.   NATURE GENETICS

Genomic Prediction and Genome-Wide Association Studies of Flour Yield and Alveograph Quality Traits Using Advanced Winter Wheat Breeding Material

(2019) Peter S. Kristensen et al.   Genes

Genomic prediction with multiple biparental families

(2019) Pedro C. Brauner et al.   THEORETICAL AND APPLIED GENETICS

Effectiveness of Genomic Selection by Response to Selection for Winter Wheat Variety Improvement

(2019) Xiaowei Hu et al.   Plant Genome

Genomic selection for grain yield and quality traits in durum wheat

(2018) Jemanesh K. Haile et al.   MOLECULAR BREEDING

Optimising Genomic Selection in Wheat: Effect of Marker Density, Population Size and Population Structure on Prediction Accuracy

(2018) Adam Norman et al.   G3-Genes Genomes Genetics

Genome-Wide Association Studies and Comparison of Models and Cross-Validation Strategies for Genomic Prediction of Quality Traits in Advanced Winter Wheat Breeding Lines

(2018) Peter S. Kristensen et al.   Frontiers in Plant Science

Resource allocation optimization with multi-trait genomic prediction for bread wheat (Triticum aestivum L.) baking quality

(2018) Bettina Lado et al.   THEORETICAL AND APPLIED GENETICS

Accelerating crop genetic gains with genomic selection

(2018) Kai Peter Voss-Fels et al.   THEORETICAL AND APPLIED GENETICS

Improving the baking quality of bread wheat using rapid tests and genomics: The prediction of dough rheological parameters by gluten peak indices and genomic selection models

(2017) Sebastian Michel et al.   JOURNAL OF CEREAL SCIENCE

Improving the baking quality of bread wheat by genomic selection in early generations

(2017) Sebastian Michel et al.   THEORETICAL AND APPLIED GENETICS

Accelerating wheat breeding for end-use quality with multi-trait genomic predictions incorporating near infrared and nuclear magnetic resonance-derived phenotypes

(2017) B. J. Hayes et al.   THEORETICAL AND APPLIED GENETICS

Breeding schemes for the implementation of genomic selection in wheat ( Triticum spp . )

(2016) Filippo M. Bassi et al.   PLANT SCIENCE

Genomic selection across multiple breeding cycles in applied bread wheat breeding

(2016) Sebastian Michel et al.   THEORETICAL AND APPLIED GENETICS

Genomic selection for wheat traits and trait stability

(2016) Mao Huang et al.   THEORETICAL AND APPLIED GENETICS

Genomic Prediction of Gene Bank Wheat Landraces

(2016) José Crossa et al.   G3-Genes Genomes Genetics

Genomic Selection for Processing and End-Use Quality Traits in the CIMMYT Spring Bread Wheat Breeding Program

(2016) Sarah D. Battenfield et al.   Plant Genome

Predicting Hybrid Performances for Quality Traits through Genomic-Assisted Approaches in Central European Wheat

(2016) Guozheng Liu et al.   PLoS One

Differentially penalized regression to predict agronomic traits from metabolites and markers in wheat

(2015) Jane Ward et al.   BMC GENETICS

Adding Genetically Distant Individuals to Training Populations Reduces Genomic Prediction Accuracy in Barley

(2015) Aaron J. Lorenz et al.   CROP SCIENCE

Perspectives for Genomic Selection Applications and Research in Plants

(2015) Nicolas Heslot et al.   CROP SCIENCE

Efficient Use of Historical Data for Genomic Selection: A Case Study of Stem Rust Resistance in Wheat

(2015) J. Rutkoski et al.   Plant Genome

Genomic Selection for Predicting Head Blight Resistance in a Wheat Breeding Program

(2015) Marcio P. Arruda et al.   Plant Genome

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Genomic prediction in biparental tropical maize populations in water-stressed and well-watered environments using low-density and GBS SNPs

(2014) X Zhang et al.   HEREDITY

Genome-wide prediction of three important traits in bread wheat

(2014) Gilles Charmet et al.   MOLECULAR BREEDING

Training set optimization under population structure in genomic selection

(2014) Julio Isidro et al.   THEORETICAL AND APPLIED GENETICS

Genomic selection: genome-wide prediction in plant improvement

(2014) Zeratsion Abera Desta et al.   TRENDS IN PLANT SCIENCE

Genomic prediction in CIMMYT maize and wheat breeding programs

(2013) J Crossa et al.   HEREDITY

Yield Trends Are Insufficient to Double Global Crop Production by 2050

(2013) Deepak K. Ray et al.   PLoS One

Genomic Prediction in Maize Breeding Populations with Genotyping-by-Sequencing

(2013) José Crossa et al.   G3-Genes Genomes Genetics

Accuracy of Genomewide Selection for Different Traits with Constant Population Size, Heritability, and Number of Markers

(2013) Emily Combs et al.   Plant Genome

Whole-Genome Regression and Prediction Methods Applied to Plant and Animal Breeding

(2012) G. de los Campos et al.   GENETICS

Evaluation of Genomic Prediction Methods for Fusarium Head Blight Resistance in Wheat

(2012) Jessica Rutkoski et al.   Plant Genome

Genomic Selection in Wheat Breeding using Genotyping-by-Sequencing

(2012) Jesse Poland et al.   Plant Genome

Genomic selection in plant breeding: from theory to practice

(2011) J.-L. Jannink et al.   Briefings in Functional Genomics

Genomic Selection Accuracy for Grain Quality Traits in Biparental Wheat Populations

(2011) Elliot L. Heffner et al.   CROP SCIENCE

Genomic Selection in Plant Breeding: A Comparison of Models

(2011) Nicolas Heslot et al.   CROP SCIENCE

Genomic Selection Accuracy using Multifamily Prediction Models in a Wheat Breeding Program

(2011) Elliot L. Heffner et al.   Plant Genome

Prediction of Genetic Values of Quantitative Traits in Plant Breeding Using Pedigree and Molecular Markers

(2010) J. Crossa et al.   GENETICS

Predicting Quantitative Traits With Regression Models for Dense Molecular Markers and Pedigree

(2009) G. de los Campos et al.   GENETICS

Reproducing Kernel Hilbert Spaces Regression Methods for Genomic Assisted Prediction of Quantitative Traits

(2008) D. Gianola et al.   GENETICS

The impact of genetic relationship information on genome-assisted breeding values

(2007) D. Habier et al.   GENETICS