| 潘荣杨，张 哲，高 宁，陈赞谋，李加琪，张 豪.基因组选择一步法理论及应用研究进展[J].广东农业科学,2016,43(9):124-131 |
| Research progress in Single step procedure theory and application in genomic selection |
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| DOI：10.16968/j.issn.1004-894X.2016.09.019 |
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| Abstract: |
| Genomic selection is an emerging technology of genetic evaluation in livestock and poultry. Studies
have reported that genomic selection has more advantages than traditional methods，which make it a hot topic in
the field of animal genetic evaluation. However，for species with lower economic importance such as poultry and
swine，it is difficult to genotype all individuals. Single-step procedure integrates not only phenotypes and genetic
markers of genotyped individuals into genomic evaluation，but also field records of non-genotyped individuals
through the pedigree of the population，which is an ideal alternative for genomic evaluation. The application of single
step procedure in pig（ or poultry） genomic selection has attracted much attention，but there are some key issues
to be discussed in practical application. In this paper，the principle of single step procedure，the current status of
implementation and related issues of single step method in livestock were reviewed. |
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