Genetic Dissection of Grain Yield of Maize and Yield-Related Traits Through Association Mapping and Genomic Prediction

Association Mapping and Transcriptome Analysis Reveal the Genetic Architecture of Maize Kernel Size

(2021) Juan Ma et al.   Frontiers in Plant Science

Genomic Prediction for Grain Yield and Yield-Related Traits in Chinese Winter Wheat

(2020) Mohsin Ali et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

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

(2020) Deepmala Sehgal et al.   Frontiers in Plant Science

A combination of linkage mapping and GWAS brings new elements on the genetic basis of yield-related traits in maize across multiple environments

(2020) Xiaoxiang Zhang et al.   THEORETICAL AND APPLIED GENETICS

Optimal Designs for Genomic Selection in Hybrid Crops

(2019) Tingting Guo et al.   Molecular Plant

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

Editorial: The Applications of New Multi-Locus GWAS Methodologies in the Genetic Dissection of Complex Traits

(2019) Yuan-Ming Zhang et al.   Frontiers in Plant Science

Genome-Wide Association Mapping and Genomic Prediction Analyses Reveal the Genetic Architecture of Grain Yield and Flowering Time Under Drought and Heat Stress Conditions in Maize

(2019) Yibing Yuan et al.   Frontiers in Plant Science

Evaluation of genomic selection methods for predicting fiber quality traits in Upland cotton

(2019) Md Sariful Islam et al.   MOLECULAR GENETICS AND GENOMICS

Improving Genomic Selection With Quantitative Trait Loci and Nonadditive Effects Revealed by Empirical Evidence in Maize

(2019) Xiaogang Liu et al.   Frontiers in Plant Science

Accuracy of genomic selection for grain yield and agronomic traits in soft red winter wheat

(2019) Dennis N. Lozada et al.   BMC GENETICS

Machine Learning Approach for Prescriptive Plant Breeding

(2019) Kyle A. Parmley et al.   Scientific Reports

Empirical Comparison of Tropical Maize Hybrids Selected Through Genomic and Phenotypic Selections

(2019) Yoseph Beyene et al.   Frontiers in Plant Science

GWAS-Assisted Genomic Prediction to Predict Resistance to Septoria Tritici Blotch in Nordic Winter Wheat at Seedling Stage

(2019) Firuz Odilbekov et al.   Frontiers in Genetics

Genomic Selection Outperforms Marker Assisted Selection for Grain Yield and Physiological Traits in a Maize Doubled Haploid Population Across Water Treatments

(2018) Diego Cerrudo et al.   Frontiers in Plant Science

Genomic selection efficiency and a priori estimation of accuracy in a structured dent maize panel

(2018) Simon Rio et al.   THEORETICAL AND APPLIED GENETICS

Accuracy of within- and among-family genomic prediction for Fusarium head blight and Septoria tritici blotch in winter wheat

(2018) Cathérine Pauline Herter et al.   THEORETICAL AND APPLIED GENETICS

Across-years prediction of hybrid performance in maize using genomics

(2018) Tobias A. Schrag et al.   THEORETICAL AND APPLIED GENETICS

Enhancing genomic prediction with genome-wide association studies in multiparental maize populations

(2017) Y Bian et al.   HEREDITY

Molecular mapping of quantitative trait loci for three kernel-related traits in maize using a double haploid population

(2017) Zi Shi et al.   MOLECULAR BREEDING

Advantages and limitations of multiple-trait genomic prediction for Fusarium head blight severity in hybrid wheat (Triticum aestivum L.)

(2017) Albert W. Schulthess et al.   THEORETICAL AND APPLIED GENETICS

Analysis of the genetic architecture of maize ear and grain morphological traits by combined linkage and association mapping

(2017) Chaoshu Zhang et al.   THEORETICAL AND APPLIED GENETICS

Genomic Selection in Plant Breeding: Methods, Models, and Perspectives

(2017) José Crossa et al.   TRENDS IN PLANT SCIENCE

Optimizing Training Population Size and Genotyping Strategy for Genomic Prediction Using Association Study Results and Pedigree Information. A Case of Study in Advanced Wheat Breeding Lines

(2017) Fabio Cericola et al.   PLoS One

Genome-wide prediction models that incorporate de novo GWAS are a powerful new tool for tropical rice improvement

(2016) J E Spindel et al.   HEREDITY

Comparing genomic selection and marker-assisted selection for Fusarium head blight resistance in wheat (Triticum aestivum L.)

(2016) M. P. Arruda et al.   MOLECULAR BREEDING

Genome-wide analysis of yield in Europe: allelic effects as functions of drought and heat scenarios

(2016) Emilie Millet et al.   PLANT PHYSIOLOGY

Genomic Bayesian Prediction Model for Count Data with Genotype × Environment Interaction

(2016) Abelardo Montesinos-López et al.   G3-Genes Genomes Genetics

Iterative Usage of Fixed and Random Effect Models for Powerful and Efficient Genome-Wide Association Studies

(2016) Xiaolei Liu et al.   PLoS Genetics

Genomic Selection and Association Mapping in Rice (Oryza sativa): Effect of Trait Genetic Architecture, Training Population Composition, Marker Number and Statistical Model on Accuracy of Rice Genomic Selection in Elite, Tropical Rice Breeding Lines

(2015) Jennifer Spindel et al.   PLoS Genetics

Genome-Wide Regression and Prediction with the BGLR Statistical Package

(2014) P. Perez et al.   GENETICS

The impact of population structure on genomic prediction in stratified populations

(2014) Zhigang Guo et al.   THEORETICAL AND APPLIED GENETICS

Kernel-based whole-genome prediction of complex traits: a review

(2014) Gota Morota et al.   Frontiers in Genetics

Genomewide Selection when Major Genes Are Known

(2013) Rex Bernardo   CROP SCIENCE

GAPIT: genome association and prediction integrated tool

(2012) Alexander E. Lipka et al.   BIOINFORMATICS

Genomic Prediction of Breeding Values when Modeling Genotype × Environment Interaction using Pedigree and Dense Molecular Markers

(2012) Juan Burgueño et al.   CROP SCIENCE

Genomewide Selection versus Marker-assisted Recurrent Selection to Improve Grain Yield and Stover-quality Traits for Cellulosic Ethanol in Maize

(2012) Jon M. Massman et al.   CROP SCIENCE

Genomic and metabolic prediction of complex heterotic traits in hybrid maize

(2012) Christian Riedelsheimer et al.   NATURE GENETICS

Genome-enabled prediction of genetic values using radial basis function neural networks

(2012) J. M. González-Camacho et al.   THEORETICAL AND APPLIED GENETICS

Comparison Between Linear and Non-parametric Regression Models for Genome-Enabled Prediction in Wheat

(2012) Paulino Pérez-Rodríguez et al.   G3-Genes Genomes Genetics

Predicting complex quantitative traits with Bayesian neural networks: a case study with Jersey cows and wheat

(2011) Daniel Gianola et al.   BMC GENETICS

Genomic Selection in Plant Breeding: A Comparison of Models

(2011) Nicolas Heslot et al.   CROP SCIENCE

Evaluation of genome-wide selection efficiency in maize nested association mapping populations

(2011) Zhigang Guo et al.   THEORETICAL AND APPLIED GENETICS

Accuracy of genomic selection in European maize elite breeding populations

(2011) Yusheng Zhao et al.   THEORETICAL AND APPLIED GENETICS

Mixed linear model approach adapted for genome-wide association studies

(2010) Zhiwu Zhang et al.   NATURE GENETICS

ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data

(2010) K. Wang et al.   NUCLEIC ACIDS RESEARCH

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

(2008) D. Gianola et al.   GENETICS