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Application of ensemble learning to genomic selection in chinese simmental beef cattle [PDF]

Journal of Animal Breeding and Genetics, 2020
AbstractGenomic selection (GS) using the whole‐genome molecular makers to predict genomic estimated breeding values (GEBVs) is revolutionizing the livestock and plant breeding. Seeking out novel strategies with higher prediction accuracy for GS has been the ultimate goal of breeders.
Mang Liang, Jian Miao, Xiaoqiao Wang, Tianpeng Chang, Bingxing An, Xinghai Duan, Lingyang Xu, Xue Gao, Lupei Zhang, Junya Li, Huijiang Gao   +10 more
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Estimation of linkage disequilibrium levels and haplotype block structure in Chinese Simmental and Wagyu beef cattle using high-density genotypes

Livestock Science, 2016
Abstract With the advance of high-throughput genotyping technologies, it is possible to estimate the pattern of linkage disequilibrium (LD) and haplotype block structure at genome wide level in farm animals. Understanding LD characteristics and haplotype blocks can provide useful information to guide genome wide association study (GWAS) and genomic ...
Bo Zhu, Lupei Zhang
exaly   +2 more sources

A genome‐wide association study suggests several novel candidate genes for carcass traits in Chinese Simmental beef cattle

Animal Genetics, 2018
SummaryA genome‐wide association study (GWAS) was conducted for two carcass traits in Chinese Simmental beef cattle. The experimental population consisted of 1301 individuals genotyped with the Illumina BovineHD SNP BeadChip (770K). After quality control, 671 990 SNPs and 1217 individuals were retained for the GWAS.
T, Chang, J, Xia, L, Xu, X, Wang, B, Zhu, L, Zhang, X, Gao, Y, Chen, J, Li, H, Gao   +9 more
openaire   +2 more sources

Detection of candidate genes for growth and carcass traits using genome-wide association strategy in Chinese Simmental beef cattle

Animal Production Science, 2016
In Chinese beef cattle industry, there are more than 60 million livestock, nearly half of which are Chinese Simmental beef cattle or Simmental crossbreds. Over the past decades, numerous quantitative trait loci for economic traits in cattle have been identified, while few studies for growth and carcass traits have been reported in Simmental beef cattle.
Zhang, Wengang, Xu, Lingyang, Gao, Huijiang, Wu, Yang, Gao, Xue, Zhang, Lupei, Zhu, Bo, Song, Yuxin, Bao, Jinshan, Li, Junya, Chen, Yan   +10 more
openaire   +4 more sources

Identification of Candidate Genes Regulating Carcass Depth and Hind Leg Circumference in Simmental Beef Cattle Using Illumina Bovine Beadchip and Next-Generation Sequencing Analyses

Animals, 2022
Lupei Zhang, Mohammadreza Mohammadabadi, Farhad Bordbar   +2 more
exaly  

Metagenomic and Transcriptomic Analyses Reveal the Differences and Associations Between the Gut Microbiome and Muscular Genes in Angus and Chinese Simmental Cattle

Frontiers in Microbiology, 2022
Yayuan Yang, Qunli Yu, Juanjuan Chen
exaly  

Genome-wide association study identifies loci and candidate genes for internal organ weights in Simmental beef cattle

Physiological Genomics, 2018
Lupei Zhang, , Bingxing An
exaly  

Maternal protective behaviour of German Angus and Simmental beef cattle after parturition and its relation to production traits

Applied Animal Behaviour Science, 2008
Matthias Gauly
exaly