全部文献期刊学位论文会议报纸专利标准年鉴图书|学者科研项目
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作者:Lingzhao Fang , Goutam Sahana , Peipei Ma ...
来源:[J].BMC Genomics(IF 4.397), 2017, Vol.18 (1)Springer
摘要:..., the distribution of causal variants and their effects) may aid in the genomic prediction. Here, we hypothesized that the genomic variants of complex traits might be enriched in a subset of genomic regions defined by genes grouped on the basis of “Gene Ontology” (GO)...
作者:Johannes W. R. Martini , Ning Gao , Diercles F. Cardoso ...
来源:[J].BMC Bioinformatics(IF 3.024), 2017, Vol.18 (1)Springer
摘要:Epistasis marker effect models incorporating products of marker values as predictor variables in a linear regression approach (extended GBLUP, EGBLUP) have been assessed as potentially beneficial for genomic prediction, but their performance depends on marker coding. Although thi...
作者:Angela-Maria Bernal-Vasquez , Andres Gordillo , Malthe Schmidt ...
来源:[J].BMC Genetics(IF 2.808), 2017, Vol.18 (1)Springer
摘要:The use of multiple genetic backgrounds across years is appealing for genomic prediction (GP) because past years’ data provide valuable information on marker effects. Nonetheless, single-year GP models are less complex and computationally less demanding than multi-year GP ...
作者:Bo Zhu , Hong Niu , Wengang Zhang ...
来源:[J].BMC Genomics(IF 4.397), 2017, Vol.18 (1)Springer
摘要:... In this study, we performed GWAS using high density SNP array to analyze the association between SNPs and fatty acids and evaluated the accuracy of genomic prediction for fatty acids in Chinese Simmental cattle.
作者:Biyue Tan , Dario Grattapaglia , Gustavo Salgado Martins ...
来源:[J].BMC Plant Biology(IF 4.354), 2017, Vol.17 (1)Springer
摘要:Genomic prediction is a genomics assisted breeding methodology that can increase genetic gains by accelerating the breeding cycle and potentially improving the accuracy of breeding values. In this study, we use 41,304 informative SNPs genotyped in a Eucalyptus breeding population...
作者:S. van den Berg , M. P. L. Calus , T. H. E. Meuwissen ...
来源:[J].BMC Genetics(IF 2.808), 2015, Vol.16 (1)Springer
摘要:Abstract(#br) Background(#br)The use of information across populations is an attractive approach to increase the accuracy of genomic prediction for numerically small populations. However, accuracies of across population genomic prediction, in which reference and selection individ...
作者:Jesse L. Hoff , Jared E. Decker , Robert D. Schnabel ...
来源:[J].BMC Genomics(IF 4.397), 2019, Vol.20 (1), pp.1-15DOAJ
摘要:... We imputed BovineHD genotypes to whole genome sequence for 2703 Holsteins that were cases or controls for Bovine Respiratory Disease and sampled from either California or New Mexico to construct and compare genomic prediction models. The sequence variation reference dataset ...
作者:Liuhong Chen , Chinyere Ekine-Dzivenu , Michael Vinsky ...
来源:[J].BMC Genetics(IF 2.808), 2015, Vol.16 (1)Springer
摘要:Abstract(#br) Background(#br)Identification of genetic variants that are associated with fatty acid composition in beef will enhance our understanding of host genetic influence on the trait and also allow for more effective improvement of beef fatty acid profiles through genomic ...
作者:Hsin-Yuan Tsai , Alastair Hamilton , Alan E. Tinch ...
来源:[J].BMC Genomics(IF 4.397), 2015, Vol.16 (1)Springer
摘要:... Recently, high density SNP arrays have become available for Atlantic salmon, which facilitates genomic prediction and association studies using genome-wide markers and economically important traits. The aims of this study were (i) to use a high density SNP array to investigat...
作者:Alencar Xavier , Shizhong Xu , William Muir ...
来源:[J].BMC Bioinformatics(IF 3.024), 2017, Vol.18 (1)Springer
摘要:... Whole-genome regression models in Bayesian framework represent the main family of prediction methods. Fitting such models with a large number of observations involves a prohibitive computational burden. We propose the use of subsampling bootstrap Markov chain in genomic prediction...

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