Genome-wide regression models considering general and specific combining ability predict hybrid performance in oilseed rape with similar accuracy regardless of trait architecture

A user guide to the Brassica 60K Illumina Infinium™ SNP genotyping array

(2017) Annaliese S. Mason et al.   THEORETICAL AND APPLIED GENETICS

Targeted deep sequencing of flowering regulators in Brassica napus reveals extensive copy number variation

(2017) Sarah Schiessl et al.   Scientific Data

Post-polyploidisation morphotype diversification associates with gene copy number variation

(2017) Sarah Schiessl et al.   Scientific Reports

Prediction of hybrid performance in maize with a ridge regression model employed to DNA markers and mRNA transcription profiles

(2016) Carola Zenke-Philippi et al.   BMC GENOMICS

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

Genomic Prediction of Testcross Performance in Canola (Brassica napus)

(2016) Habib U. Jan et al.   PLoS One

Optimum breeding strategies using genomic selection for hybrid breeding in wheat, maize, rye, barley, rice and triticale

(2016) Jose J. Marulanda et al.   THEORETICAL AND APPLIED GENETICS

A high-density SNP genotyping array for Brassica napus and its ancestral diploid species based on optimised selection of single-locus markers in the allotetraploid genome

(2016) Wayne E. Clarke et al.   THEORETICAL AND APPLIED GENETICS

Genomic Prediction of Barley Hybrid Performance

(2016) Norman Philipp et al.   Plant Genome

Agronomic and Seed Quality Traits Dissected by Genome-Wide Association Mapping in Brassica napus

(2016) Niklas Körber et al.   Frontiers in Plant Science

Genome-Assisted Prediction of Quantitative Traits Using the R Package sommer

(2016) Giovanny Covarrubias-Pazaran   PLoS One

Diverse regulatory factors associate with flowering time and yield responses in winter-type Brassica napus

(2015) Sarah Schiessl et al.   BMC GENOMICS

Heterotic Haplotype Capture: precision breeding for hybrid performance

(2015) Rod J. Snowdon et al.   TRENDS IN PLANT SCIENCE

Genomic Heritability: What Is It?

(2015) Gustavo de los Campos et al.   PLoS Genetics

Genome-wide association mapping unravels the genetic control of seed germination and vigor in Brassica napus

(2015) Sarah V. Hatzig et al.   Frontiers in Plant Science

Species-wide genome sequence and nucleotide polymorphisms from the model allopolyploid plant Brassica napus

(2015) Thomas Schmutzer et al.   Scientific Data

Sub-genomic selection patterns as a signature of breeding in the allopolyploid Brassica napus genome

(2015) Lunwen Qian et al.   BMC GENOMICS

Genomic Selection for Quantitative Adult Plant Stem Rust Resistance in Wheat

(2015) Jessica E. Rutkoski et al.   Plant Genome

The accuracy of prediction of genomic selection in elite hybrid rye populations surpasses the accuracy of marker-assisted selection and is equally augmented by multiple field evaluation locations and test years

(2014) Yu Wang et al.   BMC GENOMICS

A Foundation for Provitamin A Biofortification of Maize: Genome-Wide Association and Genomic Prediction Models of Carotenoid Levels

(2014) Brenda F. Owens et al.   GENETICS

Genome Properties and Prospects of Genomic Prediction of Hybrid Performance in a Breeding Program of Maize

(2014) Frank Technow et al.   GENETICS

Genome-Wide Regression and Prediction with the BGLR Statistical Package

(2014) P. Perez et al.   GENETICS

Bridging the gap between marker-assisted and genomic selection of heading time and plant height in hybrid wheat

(2014) Y Zhao et al.   HEREDITY

Genomic selection in hybrid breeding

(2014) Yusheng Zhao et al.   PLANT BREEDING

Improving the Accuracy of Whole Genome Prediction for Complex Traits Using the Results of Genome Wide Association Studies

(2014) Zhe Zhang et al.   PLoS One

Predicting hybrid performance in rice using genomic best linear unbiased prediction

(2014) S. Xu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Early allopolyploid evolution in the post-Neolithic Brassica napus oilseed genome

(2014) B. Chalhoub et al.   SCIENCE

Applying association mapping and genomic selection to the dissection of key traits in elite European wheat

(2014) Alison R. Bentley et al.   THEORETICAL AND APPLIED GENETICS

Genome-based prediction of maize hybrid performance across genetic groups, testers, locations, and years

(2014) Theresa Albrecht et al.   THEORETICAL AND APPLIED GENETICS

Genomic selection in crops, trees and forages: a review

(2014) Z. Lin et al.   Crop & Pasture Science

Genomic selection in sugar beet breeding populations

(2013) Tobias Würschum et al.   BMC GENETICS

Genetic architecture of resistance to Septoria tritici blotch in European wheat

(2013) Thomas Miedaner et al.   BMC GENOMICS

Genomic Prediction of Hybrid Wheat Performance

(2013) Yusheng Zhao et al.   CROP SCIENCE

Genomewide Selection when Major Genes Are Known

(2013) Rex Bernardo   CROP SCIENCE

Genomic BLUP Decoded: A Look into the Black Box of Genomic Prediction

(2013) D. Habier et al.   GENETICS

Dissecting the genetic architecture of frost tolerance in Central European winter wheat

(2013) Yusheng Zhao et al.   JOURNAL OF EXPERIMENTAL BOTANY

Potential of genomic selection in rapeseed (Brassica napusL.) breeding

(2013) Tobias Würschum et al.   PLANT BREEDING

Deciphering the Diploid Ancestral Genome of the MesohexaploidBrassica rapa

(2013) Feng Cheng et al.   PLANT CELL

Hybrid wheat: quantitative genetic parameters and consequences for the design of breeding programs

(2013) Carl Friedrich Horst Longin et al.   THEORETICAL AND APPLIED GENETICS

Mapping of QTL for seed dormancy in a winter oilseed rape doubled haploid population

(2013) Jörg Schatzki et al.   THEORETICAL AND APPLIED GENETICS

Association mapping of six yield-related traits in rapeseed (Brassica napus L.)

(2013) Dongfang Cai et al.   THEORETICAL AND APPLIED GENETICS

Improved Heritability Estimation from Genome-wide SNPs

(2012) Doug Speed et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Best linear unbiased prediction of triticale hybrid performance

(2012) Manje Gowda et al.   EUPHYTICA

Genomic and metabolic prediction of complex heterotic traits in hybrid maize

(2012) Christian Riedelsheimer et al.   NATURE GENETICS

Genomic prediction of sunflower hybrid performance

(2012) Jochen C. Reif et al.   PLANT BREEDING

Estimating Additive and Non-Additive Genetic Variances and Predicting Genetic Merits Using Genome-Wide Dense Single Nucleotide Polymorphism Markers

(2012) Guosheng Su et al.   PLoS One

Genome-based prediction of test cross performance in two subsequent breeding cycles

(2012) Nina Hofheinz et al.   THEORETICAL AND APPLIED GENETICS

Genomewide predictions from maize single-cross data

(2012) Jon M. Massman et al.   THEORETICAL AND APPLIED GENETICS

Genomic prediction of hybrid performance in maize with models incorporating dominance and population specific marker effects

(2012) Frank Technow et al.   THEORETICAL AND APPLIED GENETICS

Effectiveness of Genomic Prediction of Maize Hybrid Performance in Different Breeding Populations and Environments

(2012) Vanessa S. Windhausen et al.   G3-Genes Genomes Genetics

Genomic selection in plant breeding: from theory to practice

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

Genomic Selection in Plant Breeding: A Comparison of Models

(2011) Nicolas Heslot et al.   CROP SCIENCE

Genome-based prediction of testcross values in maize

(2011) Theresa Albrecht 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

Analysis of variance with unbalanced data: an update for ecology & evolution

(2009) Andy Hector et al.   JOURNAL OF ANIMAL ECOLOGY

Invited review: Genomic selection in dairy cattle: Progress and challenges

(2009) B.J. Hayes et al.   JOURNAL OF DAIRY SCIENCE

Genomic selection: prediction of accuracy and maximisation of long term response

(2008) Mike Goddard   GENETICA

Accuracy of Genomic Selection Using Different Methods to Define Haplotypes

(2008) M. P. L. Calus et al.   GENETICS

Efficient Methods to Compute Genomic Predictions

(2008) P.M. VanRaden   JOURNAL OF DAIRY SCIENCE

Heritability in the genomics era — concepts and misconceptions

(2008) Peter M. Visscher et al.   NATURE REVIEWS GENETICS

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

(2007) D. Habier et al.   GENETICS