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 …

[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 …

Challenges and opportunities in applying genomic selection to ruminants owned by smallholder farmers

HM Burrow, R Mrode, AO Mwai, MP Coffey, BJ Hayes - Agriculture, 2021 - mdpi.com
Genomic selection has transformed animal and plant breeding in advanced economies
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 …

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 …

Genomic evaluation of feed efficiency component traits in Duroc pigs using 80K, 650K and whole-genome sequence variants

C Zhang, RA Kemp, P Stothard, Z Wang… - Genetics Selection …, 2018 - Springer
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 …

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 …

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 …

Combining information from genome-wide association and multi-tissue gene expression studies to elucidate factors underlying genetic variation for residual feed …

S de Las Heras-Saldana, SA Clark, N Duijvesteijn… - BMC genomics, 2019 - Springer
Background Genome-wide association studies (GWAS) are extensively used to identify
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 …