Using Australian genomics to predict dairy cattle performance in New Zealand

被引:0
|
作者
Mckimmie, Craig [1 ]
Khansefid, Majid [2 ,3 ]
Amirpour-Najafabadi, Hamed [1 ]
机构
[1] Samen NZ Ltd, Hamilton 3340, New Zealand
[2] Agr Victoria Res, Ctr AgriBiosci, AgriBio, 5 Ring Rd, Bundoora, Vic 3083, Australia
[3] La Trobe Univ, Sch Appl Syst Biol, Bundoora, Vic 3083, Australia
关键词
Australia; balanced performance index; breeding objectives; breeding worth; dairy breeding index; genomic selection; gNZI; New Zealand; BREEDING OBJECTIVES; INDEXES;
D O I
10.1071/AN22448
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Context. The national breeding objective in New Zealand (NZ) was designed with the intention to breed dairy cows that efficiently convert feed into profit. The breeding worth index (BW) is used to rank bulls and cows according to their ability to meet this objective. The Australian equivalent to BW is the balanced performance index (BPI). These selection indexes represent national economic weights for important traits in dairy industry in each country. The introduction of Australian genomics has allowed the selection and ranking of young sires from around the world on BPI. Aims. This study aims to demonstrate the relationship between different traits and selection indexes in Australia (AU) and NZ by comparing sires with daughter proofs in both countries and the validity of predicting BW for NZ sires using Australian genomic predictions and regression equations. Methods. Data files for sires with daughters in both AU and NZ were merged to identify common bulls used in both countries. An analysis was conducted to determine whether Australian breeding values (ABVs) for sires could be used to predict the performance of the sires that have no progeny in NZ. ABVs for nine traits in BW were converted to their equivalent NZ breeding values (NBVs) and used to calculate an index equivalent to BW. Key results. On the basis of a regression equation, a new index called genomic New Zealand index (gNZI) for selecting sires for NZ dairy herds was developed. The correlation coefficients between gNZI and BW in Holstein Friesian (HF), Jersey, and Red breeds were 0.90, 0.91, and 0.88 respectively. Conclusions. The regression equation from genomic ABVs to produce gNZI was a reliable genomic predictor of future BW for sires with insufficient ancestry information in NZ and to enhance the ancestry proofs and increase the reliability of selecting young NZ-born bulls. Implications. The high correlations between traits in AU and NZ and the simple proposed conversion method can build industry confidence when selecting young bulls using gNZI, as genomic prediction of BW through New Zealand Animal Evaluation (NZAEL) is not currently available.
引用
收藏
页码:1068 / 1073
页数:6
相关论文
共 50 条
  • [21] Novel approaches to genetic analysis of fertility traits in New Zealand dairy cattle
    Bowley, F. E.
    Green, R. E.
    Amer, P. R.
    Meier, S.
    JOURNAL OF DAIRY SCIENCE, 2015, 98 (03) : 2005 - 2012
  • [22] Dairy Cattle Density and Temporal Patterns of Human Campylobacteriosis and Cryptosporidiosis in New Zealand
    Grout, Leah
    Marshall, Jonathan
    Hales, Simon
    Baker, Michael G.
    French, Nigel
    ECOHEALTH, 2022, 19 (02) : 273 - 289
  • [23] Genetic studies of carotenoid concentration in the plasma and milk of New Zealand dairy cattle
    Morris, CA
    Knight, TW
    Newman, SAN
    Hickey, SM
    Death, AF
    O'Neill, KT
    Ridland, M
    NEW ZEALAND JOURNAL OF AGRICULTURAL RESEARCH, 2002, 45 (01) : 27 - 33
  • [24] Systems Physiology in Dairy Cattle: Nutritional Genomics and Beyond
    Loor, Juan J.
    Bionaz, Massimo
    Drackley, James K.
    ANNUAL REVIEW OF ANIMAL BIOSCIENCES, VOL 1, 2013, 1 : 365 - +
  • [25] New Australian Genomics Institute
    不详
    OUTLOOK ON AGRICULTURE, 1998, 27 (03) : 140 - 141
  • [26] NEW MILK ANALYSIS TECHNOLOGIES TO IMPROVE DAIRY CATTLE PERFORMANCE
    Barbano, D. M.
    Melilli, C.
    2016 CORNELL NUTRITION CONFERENCE FOR FEED MANUFACTURERS, 2016, : 61 - 74
  • [27] Validation of a portable ultrasound machine for estimating sole thickness in dairy cattle in New Zealand
    Laven, L. J.
    Margerison, J. K.
    Laven, R. A.
    NEW ZEALAND VETERINARY JOURNAL, 2012, 60 (02) : 123 - 128
  • [28] Detection of Fusobacterium necrophorum and Dichelobacter nodosus in lame cattle on dairy farms in New Zealand
    Bennett, G.
    Hickford, J.
    Zhou, H.
    Laporte, J.
    Gibbs, J.
    RESEARCH IN VETERINARY SCIENCE, 2009, 87 (03) : 413 - 415
  • [29] Genetic and crossbreeding parameters for incidence of recorded clinical lameness in New Zealand dairy cattle
    Chawala, A. R.
    Lopez-Villalobos, N.
    Margerison, J. K.
    Spelman, R. J.
    NEW ZEALAND VETERINARY JOURNAL, 2013, 61 (05) : 281 - 285
  • [30] Associations of β-lactoglobulin A, B and C variants with production traits in New Zealand dairy cattle
    Winkelman, AM
    MILK PROTEIN POLYMORPHISM, 1997, : 83 - 86