논문투고
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논문명(한글), 논문명(영문), 성과주관부서, 품목코드, 학술지명, 주저자, 연도, 성과적용일, 첨부파일, 내용으로 구성된 글 상세입니다.
논문명(한글) |
한우집단의 Imputation 기준 칩 플랫폼과 보정계수에 따른 육종가 및 정확도 비교 |
논문명(영문) |
Comparison of the estimated breeding value and accuracy by imputation reference Beadchip platform and scaling factor of the genomic relationship matrix in Hanwoo cattle |
성과주관부서 |
농촌진흥청 국립축산과학원 축산자원개발부 가축개량평가과 |
품목코드 |
축산 / 대가축 / 한우 / 기타 |
학술지명 |
Korean Journal of Agricultural Science |
주저자 |
이수현 |
성과년도 |
2022 |
성과적용일 |
2022년09월 |
Hanwoo cattle are a unique and historical breed in Korea that have been genetically improved and maintained by the national evaluation and selection system. The aim of this study was to provide information that can help improve the accuracy of the estimated breeding values in Hanwoo cattle by showing the difference between the imputation reference chip platforms of genomic data and the scaling factor of the genetic relationship matrix (GRM). In this study, nine sets of data were compared that consisted of 3 reference platforms each with 3 different scaling factors (-0.5, 0 and 0.5). The evaluation was performed using MTG2.0 with nine different GRMs for the same number of genotyped animals, pedigree, and phenotype data. A five multi-trait model was used for the evaluation in this study which is the same model used in the national evaluation system. Our results show that the Hanwoo custom v1 platform is the best option for all traits, providing a mean accuracy improvement by 0.1 - 0.3%. In the case of the scaling factor, regardless of the imputation chip platform, a setting of -1 resulted in a better accuracy increased by 0.5 to 1.6% compared to the other scaling factors. In conclusion, this study revealed that Hanwoo custom v1 used as the imputation reference chip platform and a scaling factor of -0.5 can improve the accuracy of the estimated breeding value in the Hanwoo population. This information could help to improve the current evaluation system.