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RESEARCH ARTICLE

Impact of conformation traits on functional longevity in South African Holstein cattle

V. E. Imbayarwo-Chikosi A C F , V. Ducrocq E , C. B. Banga B , T. E. Halimani C , J. B. Van Wyk D , A. Maiwashe B and K. Dzama A
+ Author Affiliations
- Author Affiliations

A Department of Animal Sciences, University of Stellenbosch, Private Bag X1, Matieland 7602, South Africa.

B Agricultural Research Council, Animal Breeding and Genetics Institute, Private Bag X2, Irene 0062, South Africa.

C Department of Animal Science, University of Zimbabwe, PO Box MP167, Mt Pleasant, Harare, Zimbabwe.

D Department of Animal, Wildlife and Grassland Sciences, University of The Free State, PO Box 339, Bloemfontein 9300, South Africa.

E GABI, INRA, AgroParisTech, Université Paris-Saclay, 78350 Jouy-en-Josas, France.

F Corresponding author. Email: vichikosi@gmail.com

Animal Production Science 58(3) 481-488 https://doi.org/10.1071/AN16387
Submitted: 15 June 2016  Accepted: 15 September 2016   Published: 6 December 2016

Abstract

A proportional hazards model with a piecewise Weibull baseline hazard was used to determine the impact of observed scores for rump, udder, feet and leg traits on longevity. Conformation data of a total of 15 704 cows with either of or all 13 type traits for the period 1995–2013 were obtained from the Holstein Society of South Africa. Functional longevity was defined as the number of days from first calving to culling or censoring, adjusted for production. Type traits were fitted to the reference model one at a time. The model included the fixed time-dependent effect of region by year of calving, within-herd milk production class by year-season, number of lactations by stage of lactation by within-herd milk production class, protein and fat percent production class by year of calving, herd size by annual herd size change, fixed time-independent effect of age at first calving and presence of type record. Cows without type scores were 7–26% more likely to be culled than those with scores. Udder traits had the greatest impact on functional longevity. Fore teat placement had the strongest influence on functional longevity followed by udder depth, fore udder attachment, median ligament and rear treat placement. Rump and udder width had the least Chi-square contributions. Risk of culling was significantly higher for cows with very narrow chest, weak median ligament, extremely towed out teats and short rump height. There is potential for indirectly selecting animals for longevity based on udder type trait information.

Additional keywords: culling risk, survival analysis, type traits.


References

Berry DP, Harris BL, Winkelman AM, Montgomerie W (2005) Phenotypic associations between traits other than production and longevity in New Zealand dairy cattle. Journal of Dairy Science 88, 2962–2974.
Phenotypic associations between traits other than production and longevity in New Zealand dairy cattle.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2MXmsFejsbc%3D&md5=88148bfa858f682b68375b44b90cfe90CAS |

Boettcher PJ, Jairath LK, Koots KR, Dekkers JCM (1997) Effects of interactions between type and milk production on survival traits of Canadian Holsteins. Journal of Dairy Science 80, 2984–2995.
Effects of interactions between type and milk production on survival traits of Canadian Holsteins.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK2sXnsFWit7o%3D&md5=d1c0c88fa96e2ddd57fd1b8f3f4176fcCAS |

Boldman KG, Freeman AE, Harris BL, Kuck AL (1992) Prediction of sire transmitting abilities for herd life from transmitting abilities for linear type traits. Journal of Dairy Science 75, 552–563.
Prediction of sire transmitting abilities for herd life from transmitting abilities for linear type traits.Crossref | GoogleScholarGoogle Scholar |

Buenger A, Ducrocq V, Swalve HH (2001) Analysis of survival in dairy cows with supplementary data on type scores and housing systems from a region of Northwest Germany. Journal of Dairy Science 84, 1531–1541.
Analysis of survival in dairy cows with supplementary data on type scores and housing systems from a region of Northwest Germany.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3MXktlKgsLk%3D&md5=2369c9eb7007722c2a1afc6f8c972c79CAS |

Bünger A, Swalve HH (1999) Analysis of survival in dairy cows using supplementary data on type scores and housing systems. Interbull Bulletin No. 21, Uppsala, Sweden.

Caraviello DZ, Weigel KA, Gianola D (2004) Analysis of the relationship between type traits and functional survival in US Holstein cattle using a Weibull proportional hazards model. Journal of Dairy Science 87, 2677–2686.
Analysis of the relationship between type traits and functional survival in US Holstein cattle using a Weibull proportional hazards model.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXotVynsbc%3D&md5=78c8af467339ef313f5d588cbe894bbdCAS |

Chirinos Z, Carabaňo MJ, Hernández D (2007) Genetic evaluation of length of productive life in the Spanish Holstein-Friesian population. Model validation and genetic parameters estimation. Livestock Science 106, 120–131.
Genetic evaluation of length of productive life in the Spanish Holstein-Friesian population. Model validation and genetic parameters estimation.Crossref | GoogleScholarGoogle Scholar |

Dadpasand M, Mirael-Ashtiani SR, Moradi Shahrebabak M, Vaez Torshizi R (2008) Impact of conformation traits on functional longevity of Holstein cattle of Iran assessed by a Weibull proportional hazards model. Livestock Science 118, 204–211.
Impact of conformation traits on functional longevity of Holstein cattle of Iran assessed by a Weibull proportional hazards model.Crossref | GoogleScholarGoogle Scholar |

del Schneider MP, Durr JW, Cue RI, Monardes HG (2003) Impact of type traits on functional herd life of Quebec Holsteins assessed by survival analysis. Journal of Dairy Science 86, 4083–4089.
Impact of type traits on functional herd life of Quebec Holsteins assessed by survival analysis.Crossref | GoogleScholarGoogle Scholar |

del Schneider MP, Miglior F (1999) A proposal for genetic evaluation for functional herd life in Italian Holsteins. In ‘Proceedings of the 50th Annual Meeting of the European Association for Animal Production (EAAP)’. Zurich, Switzerland. (Abstr.) (Ed. JAM van Arendonk, A Hofer). p11 (Wageningen: Wageningen Pers)

Dentine MR, McDaniel BT, Norman HD (1987) Comparison of culling rates, reasons for disposal, and yields for registered and grade Holstein cattle. Journal of Dairy Science 70, 2616–2622.
Comparison of culling rates, reasons for disposal, and yields for registered and grade Holstein cattle.Crossref | GoogleScholarGoogle Scholar |

Holtsmark M, Heringstad B, Ødegård J (2009) Predictive abilities of different statistical models for analysis of survival in dairy cattle. Journal of Dairy Science 92, 5730–5738.
Predictive abilities of different statistical models for analysis of survival in dairy cattle.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1MXhtlKns7%2FO&md5=16c871babaa8e0a16d7861bc02f772fcCAS |

Jairath L, Dekkers JCM (1994) Genetic parameters of functional and true lactational survival, and relationships with milk production and conformation traits in registered Canadian Holsteins. Journal of Dairy Science 77, 146

Jenko J, Ducrocq V, Kovač M (2013) Comparison of piecewise Weibull baseline survival models for estimation of true and functional longevity in Brown cattle raised in small herds. Animal International Journal Animal Bioscience 7, 1583–1591.
Comparison of piecewise Weibull baseline survival models for estimation of true and functional longevity in Brown cattle raised in small herds.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BC3sjjtFeksw%3D%3D&md5=ae6b409325c16e6004611db387cc411cCAS |

Jovanovac S, Raguz N (2011) Analysis of the relationships between type traits and longevity in Croatian Simmental cattle using survival analysis. Agriculturae Conspectus Scientificus 76, 249–253.

Larroque H, Ducrocq V (2001) Relationships between type and longevity in the Holstein breed. Genetics, Selection, Evolution 33, 39–59.
Relationships between type and longevity in the Holstein breed.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BD3MvjsVKnuw%3D%3D&md5=babbc858aea2ab384570c7917c1f1619CAS |

Mészáros G, Sölkner J, Ducrocq V (2013) The Survival Kit: software to analyze survival data including possibly correlated random effects. Computer Methods and Programs in Biomedicine 110, 503–510.
The Survival Kit: software to analyze survival data including possibly correlated random effects.Crossref | GoogleScholarGoogle Scholar |

Morek-Kopeć M, Zarnecki A (2012) Relationship between conformation traits and longevity in Polish Holstein Friesian cattle. Livestock Science 149, 53–61.
Relationship between conformation traits and longevity in Polish Holstein Friesian cattle.Crossref | GoogleScholarGoogle Scholar |

Rogers GW, McDaniel BT, Dentine MR, Johnson LP (1988) Relationships among survival rates, predicted differences for yield, and linear type traits. Journal of Dairy Science 71, 214–222.
Relationships among survival rates, predicted differences for yield, and linear type traits.Crossref | GoogleScholarGoogle Scholar |

Sewalem A, Kistemaker GJ, Miglior F, Van Doormaal BJ (2004) Analysis of the relationship between type traits and functional survival in Canadian Holsteins using a Weibull proportional hazards model. Journal of Dairy Science 87, 3938–3946.
Analysis of the relationship between type traits and functional survival in Canadian Holsteins using a Weibull proportional hazards model.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXptVOktrk%3D&md5=66ef9ed0876c7053d8429904c138f95aCAS |

Sewalem A, Kistemaker GJ, Van Doormaal BJ (2005) Relationship between type traits and longevity in Canadian Jerseys and Ayrshires using a Weibull proportional hazards model. Journal of Dairy Science 88, 1552–1560.
Relationship between type traits and longevity in Canadian Jerseys and Ayrshires using a Weibull proportional hazards model.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2MXivVyku7o%3D&md5=a2325306d47301d08d26bde65eacb522CAS |

Short TH, Lawlor TJ (1992) Genetic parameters of conformation traits, milk yield and herd life in Holsteins. Journal of Dairy Science 75, 1987–1998.
Genetic parameters of conformation traits, milk yield and herd life in Holsteins.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DyaK38zmsVWntw%3D%3D&md5=058b1e14319c0ca7abda1bf3b2918e2cCAS |

Terawaki Y, Ducrocq V (2009) Non-genetic effects and genetic parameters for length of productive life of Holstein cows in Hokkaido, Japan. Journal of Dairy Science 92, 2144–2150.
Non-genetic effects and genetic parameters for length of productive life of Holstein cows in Hokkaido, Japan.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1MXlsFyms70%3D&md5=d1c879e54863a95342afbe6f75c9953dCAS |

VanRaden PM, Wiggans GR (1995) Productive life evaluations: calculations, accuracy, and economic value. Journal of Dairy Science 78, 631–638.
Productive life evaluations: calculations, accuracy, and economic value.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK2MXkslSmtLs%3D&md5=dec75628735a02ada7a22bc37d0d014fCAS |

Visscher PM, Bowman PJ, Goddard ME (1994) Breeding objectives for pasture based dairy production systems. Livestock Production Science 40, 123–137.
Breeding objectives for pasture based dairy production systems.Crossref | GoogleScholarGoogle Scholar |

Weigel KA, Lawlor TJ, Van Raden PM, Wiggans GR (1998) Use of linear type and production data to supplement early predicted transmitting abilities for productive life. Journal of Dairy Science 81, 2040–2044.
Use of linear type and production data to supplement early predicted transmitting abilities for productive life.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaK1cXlt1erurg%3D&md5=3d95f65d92aa22c7766a6de4c75b12ceCAS |

Zavadilová L, Štípková M (2012) Genetic correlations between longevity and conformation traits in the Czech Holstein population. Czech Journal of Animal Science 57, 125–136.

Zavadilová L, Němcova E, Štípková M (2011) Effect of type traits on functional longevity of Czech Holstein cows estimated from a Cox proportional hazards model. Journal of Dairy Science 94, 4090–4099.
Effect of type traits on functional longevity of Czech Holstein cows estimated from a Cox proportional hazards model.Crossref | GoogleScholarGoogle Scholar |