• Chinese Core Journal
  • Chinese Science Citation Database (CSCD) Source journal
  • Journal of Citation Report of Chinese S&T Journals (Core Edition)
YE Jian, ZENG Haiyu, CAI Gengyuan, WU Zhenfang. Effects of phenotypic data from different time span on pig genetic evaluation[J]. Journal of South China Agricultural University, 2019, 40(S1): 89-92.
Citation: YE Jian, ZENG Haiyu, CAI Gengyuan, WU Zhenfang. Effects of phenotypic data from different time span on pig genetic evaluation[J]. Journal of South China Agricultural University, 2019, 40(S1): 89-92.

Effects of phenotypic data from different time span on pig genetic evaluation

More Information
  • Received Date: August 27, 2019
  • Available Online: May 17, 2023
  • The accuracy and ranking difference of estimated breeding values(EBV) of the same individuals in different time span were evaluated for the major production traits of Duroc pig. Univariate animal model and DMU software were used to estimate the variances and heritabilities of major production traits. The accuracy of EBV and spearman correlation were compared between data from different periods, including two years, three years, four years, five years and all data. The results also showed that the heritabilities of age at 115 kg live weight (AGE), average daily gain between 30-115 kg (ADG), backfat thickness at 115 kg live weight (BF), loin eye area at 115 kg live weight (LEA) and body conformation score (BCS) were 0.22, 0.16, 0.38, 0.30 and 0.08 respectively. Except BCS, the heritabilities of other traits were medium and high. Furthermore, if the variance components were fixed, the accuracy ranges of AGE, ADG, BF, LEA and BCS were 0.62-0.64, 0.56-0.59, 0.72-0.73, 0.67-0.69 and 0.49-0.53 respectively. If the variance components were not fixed and estimated from the specific time span, the accuracy ranges of AGE, ADG, BF, LEA and BCS were 0.64-0.65, 0.51-0.59, 0.61-0.73, 0.67-0.69 and 0.42-0.53 respectively. For another, the spearman correlations were close for conditions of different time span. The results also showed that the prior variance components calculated from the whole data were better than the phase data, while the rank of EBV were close for different periods, so the time span of data could be reduced appropriately.

  • [1]
    张勤, 丁向东, 陈瑶生.种猪遗传评估技术研发与评估系统应用[J].中国畜牧杂志, 2015, 51(8):61-65. http://d.old.wanfangdata.com.cn/Periodical/zgxmzz201508012
    [2]
    叶健, 胡晓湘, 边成, 等.大白猪主要生长性状的遗传参数估计及育种中存在问题的探讨[J].华南农业大学学报, 2017, 38(1):1-4. http://xuebao.scau.edu.cn/zr/hnny_zr/ch/reader/view_abstract.aspx?flag=1&file_no=201701003&journal_id=hnny_zr
    [3]
    DARFOUR-ODURO K A, NAAZIE A, AHUNU B K, et al. Genetic parameter estimates of growth traits of indigenous pigs in Northern Ghana[J]. Livest Sci, 2009, 125(2):187-191. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=3e9725de17be2475ee161721841368d7
    [4]
    MADSEN P, SØRENSEN P, SU G, et al. DMU: A package for analyzing multivariate mixed models[C]//8th World Congress on Genetics Applied to Livestock Production. Belo Horizonte, MG, Brazil, 2006.
    [5]
    HIDALGO A M, BASTIAANSEN J W, LOPES M S, et al. Accuracy of genomic prediction using deregressed breeding values estimated from purebred and crossbred offspring phenotypes in pigs[J]. J Anim Sci, 2015, 93(7):3313-3321. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=41818c29d452ccf2cb27e3bb50f1c63e
    [6]
    CHEN C Y, KACHMAN S D, JOHNSON R K, et al. Estimation of genetic parameters for average daily gain using models with competition effects[J]. J Anim Sci, 2008, 86(10):2525-2530. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=6821014a80ac73c60780eda19d5aa42b
    [7]
    叶健, 胡晓湘, 屈胜丽, 等.体型评分性状的遗传分析及其在选种中的利用[J].中国畜牧杂志, 2017, 53(2):36-39. http://d.old.wanfangdata.com.cn/Periodical/zgxmzz201702008
    [8]
    GAO H, NIELSEN B, SU G, et al. Use of Repeated Group measurements with drop out animals for variance component estimation and genetic evaluation:A simulation study[J]. G3:Genes, Genomes, Genetics, 2019, 9(9):2935-2940. http://cn.bing.com/academic/profile?id=7494aa9b8b64cb8f2c43cf5614403fc3&encoded=0&v=paper_preview&mkt=zh-cn
    [9]
    BISCARINI F, BOVENHUIS H, van ARENDONK J A. Estimation of variance components and prediction of breeding values using pooled data[J]. J Anim Sci, 2008, 86(11):2845-2852. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=95c93b3f491791aeaa47ecc40ffae15e
    [10]
    SU G, MADSEN P, NIELSEN B, et al. Estimation of variance components and prediction of breeding values based on group records from varying group sizes[J]. Genet Sel Evol, 2018, 50(42). doi: 10.1186/s12711-018-0413-y.

Catalog

    Article views (656) PDF downloads (1101) Cited by()

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return