Genomic selection in cereal breeding
CD Robertsen, RL Hjortshøj, LL Janss - Agronomy, 2019 - mdpi.com
Genomic Selection (GS) is a method in plant breeding to predict the genetic value of
untested lines based on genome-wide marker data. The method has been widely explored …
untested lines based on genome-wide marker data. The method has been widely explored …
[HTML][HTML] Underlying genetic architecture of resistance to mastitis in dairy cattle: A systematic review and gene prioritization analysis of genome-wide association …
Mastitis, the most frequent disease in dairy cattle. Resistance to mastitis is a complex,
polygenic trait controlled by several genes, each with small effects. Genome-wide …
polygenic trait controlled by several genes, each with small effects. Genome-wide …
Genetic evaluation using single-step genomic best linear unbiased predictor in American Angus
Predictive ability of genomic EBV when using single-step genomic BLUP (ssGBLUP) in
Angus cattle was investigated. Over 6 million records were available on birth weight (BiW) …
Angus cattle was investigated. Over 6 million records were available on birth weight (BiW) …
[HTML][HTML] Quantitative trait loci markers derived from whole genome sequence data increases the reliability of genomic prediction
This study investigated the effect on the reliability of genomic prediction when a small
number of significant variants from single marker analysis based on whole genome …
number of significant variants from single marker analysis based on whole genome …
Weighting strategies for single-step genomic BLUP: an iterative approach for accurate calculation of GEBV and GWAS
Genomic Best Linear Unbiased Predictor (GBLUP) assumes equal variance for all single
nucleotide polymorphisms (SNP). When traits are influenced by major SNP, Bayesian …
nucleotide polymorphisms (SNP). When traits are influenced by major SNP, Bayesian …
Incorporating genome-wide association mapping results into genomic prediction models for grain yield and yield stability in CIMMYT spring bread wheat
Untangling the genetic architecture of grain yield (GY) and yield stability is an important
determining factor to optimize genomics-assisted selection strategies in wheat. We …
determining factor to optimize genomics-assisted selection strategies in wheat. We …
AGHmatrix: genetic relationship matrices in R
Motivation The resemble between relatives computed from pedigree and genomic data is an
important resource for geneticists and ecologists, who are interested in understanding how …
important resource for geneticists and ecologists, who are interested in understanding how …
KAML: improving genomic prediction accuracy of complex traits using machine learning determined parameters
Advances in high-throughput sequencing technologies have reduced the cost of genotyping
dramatically and led to genomic prediction being widely used in animal and plant breeding …
dramatically and led to genomic prediction being widely used in animal and plant breeding …
Prospects for genomic selection in cassava breeding
MD Wolfe, DP Del Carpio, O Alabi… - The Plant …, 2017 - Wiley Online Library
Cassava (Manihot esculenta Crantz) is a clonally propagated staple food crop in the tropics.
Genomic selection (GS) has been implemented at three breeding institutions in Africa to …
Genomic selection (GS) has been implemented at three breeding institutions in Africa to …
Incorporation of causative quantitative trait nucleotides in single-step GBLUP
Background Much effort is put into identifying causative quantitative trait nucleotides (QTN)
in animal breeding, empowered by the availability of dense single nucleotide polymorphism …
in animal breeding, empowered by the availability of dense single nucleotide polymorphism …