Genomic selection and use of molecular tools in breeding programs for indigenous and crossbred cattle in developing countries: Current status and future prospects

R Mrode, JMK Ojango, AM Okeyo… - Frontiers in genetics, 2019 - frontiersin.org
Genomic selection (GS) has resulted in rapid rates of genetic gains especially in dairy cattle
in developed countries resulting in a higher proportion of genomically proven young bulls …

Applied animal genomics: results from the field

AL Van Eenennaam, KA Weigel… - Annu. Rev. Anim …, 2014 - annualreviews.org
Genomic selection (GS) is the use of statistical methods to estimate the genetic merit of a
genotyped animal based on prediction equations derived from large ancestral populations …

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

P Juliana, J Poland, J Huerta-Espino, S Shrestha… - Nature …, 2019 - nature.com
Bread wheat improvement using genomic tools is essential for accelerating trait genetic
gains. Here we report the genomic predictabilities of 35 key traits and demonstrate the …

[图书][B] Linear models for the prediction of animal breeding values

R Mrode - 2014 - cabidigitallibrary.org
The prediction of producing desirable traits in offspring such as increased growth rate, or
superior meat, milk and wool production is a vital economic tool to the animal scientist …

Genome-based prediction of testcross values in maize

T Albrecht, V Wimmer, HJ Auinger, M Erbe… - Theoretical and Applied …, 2011 - Springer
This is the first large-scale experimental study on genome-based prediction of testcross
values in an advanced cycle breeding population of maize. The study comprised testcross …

Genomic selection for growth and wood quality in Eucalyptus: capturing the missing heritability and accelerating breeding for complex traits in forest trees

MDV Resende, MFR Resende Jr… - New …, 2012 - Wiley Online Library
Genomic selection (GS) is expected to cause a paradigm shift in tree breeding by improving
its speed and efficiency. By fitting all the genome‐wide markers concurrently, GS can …

[HTML][HTML] Limited haplotype diversity underlies polygenic trait architecture across 70 years of wheat breeding

MF Scott, N Fradgley, AR Bentley, T Brabbs, F Corke… - Genome Biology, 2021 - Springer
Background Selection has dramatically shaped genetic and phenotypic variation in bread
wheat. We can assess the genomic basis of historical phenotypic changes, and the potential …

Evaluating the accuracy of genomic prediction of growth and wood traits in two Eucalyptus species and their F1 hybrids

B Tan, D Grattapaglia, GS Martins, KZ Ferreira… - BMC plant biology, 2017 - Springer
Background Genomic prediction is a genomics assisted breeding methodology that can
increase genetic gains by accelerating the breeding cycle and potentially improving the …

Multibreed genome wide association can improve precision of mapping causative variants underlying milk production in dairy cattle

LA Raven, BG Cocks, BJ Hayes - BMC genomics, 2014 - Springer
Background Genome wide association studies (GWAS) in most cattle breeds result in large
genomic intervals of significant associations making it difficult to identify causal mutations …

Estimation of linkage disequilibrium in four US pig breeds

YM Badke, RO Bates, CW Ernst, C Schwab, JP Steibel - BMC genomics, 2012 - Springer
Background The success of marker assisted selection depends on the amount of linkage
disequilibrium (LD) across the genome. To implement marker assisted selection in the swine …