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 …
in developed countries resulting in a higher proportion of genomically proven young bulls …
[HTML][HTML] Genome-wide association study on milk production and somatic cell score for Thai dairy cattle using weighted single-step approach with random regression …
S Buaban, K Lengnudum, W Boonkum… - Journal of Dairy …, 2022 - Elsevier
ABSTRACTS Genome-wide association studies are a powerful tool to identify genomic
regions and variants associated with phenotypes. However, only limited mutual confirmation …
regions and variants associated with phenotypes. However, only limited mutual confirmation …
Challenges and opportunities in applying genomic selection to ruminants owned by smallholder farmers
Genomic selection has transformed animal and plant breeding in advanced economies
globally, resulting in economic, social and environmental benefits worth billions of dollars …
globally, resulting in economic, social and environmental benefits worth billions of dollars …
[HTML][HTML] Single-step genomic evaluation improves accuracy of breeding value predictions for resistance to infectious pancreatic necrosis virus in rainbow trout
GM Yoshida, R Carvalheiro, FH Rodríguez… - Genomics, 2019 - Elsevier
The aim of this study was to compare the accuracy of breeding values (EBVs) predicted
using the traditional pedigree based Best Linear Unbiased Prediction (PBLUP) and the …
using the traditional pedigree based Best Linear Unbiased Prediction (PBLUP) and the …
Benchmarking machine learning and parametric methods for genomic prediction of feed efficiency-related traits in Nellore cattle
LFM Mota, LM Arikawa, SWB Santos… - Scientific Reports, 2024 - nature.com
Genomic selection (GS) offers a promising opportunity for selecting more efficient animals to
use consumed energy for maintenance and growth functions, impacting profitability and …
use consumed energy for maintenance and growth functions, impacting profitability and …
Genomic evaluation of feed efficiency component traits in Duroc pigs using 80K, 650K and whole-genome sequence variants
Background Increasing marker density was proposed to have potential to improve the
accuracy of genomic prediction for quantitative traits; whole-sequence data is expected to …
accuracy of genomic prediction for quantitative traits; whole-sequence data is expected to …
Genomic regions associated with feed efficiency indicator traits in an experimental Nellore cattle population
BF Olivieri, MEZ Mercadante, JNSG Cyrillo… - PLoS …, 2016 - journals.plos.org
The objective of this study was to identify genomic regions and metabolic pathways
associated with dry matter intake, average daily gain, feed efficiency and residual feed …
associated with dry matter intake, average daily gain, feed efficiency and residual feed …
Genome-wide association study for carcass traits in a composite beef cattle breed
A Roberts - Livestock Science, 2018 - Elsevier
Improvement of carcass traits is highly emphasized in beef cattle production in order to meet
consumer demands. Discovering and understanding genes and genetic variants that control …
consumer demands. Discovering and understanding genes and genetic variants that control …
Combining information from genome-wide association and multi-tissue gene expression studies to elucidate factors underlying genetic variation for residual feed …
Background Genome-wide association studies (GWAS) are extensively used to identify
single nucleotide polymorphisms (SNP) underlying the genetic variation of complex traits …
single nucleotide polymorphisms (SNP) underlying the genetic variation of complex traits …
Genomic selection for meat quality traits in Nelore cattle
AFB Magalhães, FS Schenkel, DA Garcia, DGM Gordo… - Meat science, 2019 - Elsevier
The objective of this study was to present heritability estimates and accuracy of genomic
prediction using different methods for meat quality traits in Nelore cattle. Approximately 5000 …
prediction using different methods for meat quality traits in Nelore cattle. Approximately 5000 …