Register      Login
Animal Production Science Animal Production Science Society
Food, fibre and pharmaceuticals from animals
RESEARCH ARTICLE

Genetic parameters for milk production and body-conformation traits in Dairy Gir cattle

P. Dominguez-Castaño https://orcid.org/0000-0002-5675-7702 A B C * , M. Fortes https://orcid.org/0000-0002-7254-1960 C , A. M. Toro-Ospina D and J. A. II. V. Silva A E
+ Author Affiliations
- Author Affiliations

A Faculdade de Ciências Agrárias e Veterinárias (FCAV), Universidade Estadual Paulista, Jaboticabal, São Paulo, Brazil.

B Facultad de Ciencias Agrarias, Fundación Universitaria Agraria de Colombia-UNIAGRARIA, Bogotá, Colombia.

C The University of Queensland, School of Chemistry and Molecular Biosciences, St Lucia, Brisbane, Qld, Australia.

D Science and Humanities Faculty, Digital University Institute of Antioquia, IUDigital, Medellin, Colombia.

E Faculdade de Medicina Veterinária e Zootecnia (FMVZ), Universidade Estadual Paulista, Botucatu, São Paulo, Brazil.

* Correspondence to: pd.castano@unesp.br

Handling Editor: Kim Bunter

Animal Production Science 64, AN23207 https://doi.org/10.1071/AN23207
Submitted: 5 June 2023  Accepted: 18 January 2024  Published: 16 February 2024

© 2024 The Author(s) (or their employer(s)). Published by CSIRO Publishing

Abstract

Context

Gir is a tropically adapted breed of Bos taurus indicus cattle that has been intensively selected for milk production in Brazil. Selection programs also consider body-conformation traits because these have been associated with health, welfare, and cow longevity, thus affecting productivity.

Aims

This study focused on Gir cattle to estimate genetic and phenotypic parameters for body-conformation traits, as well as their correlations with milk production traits.

Methods

Body-conformation traits were classified as ‘frame’, ‘foot and leg’, or ‘mammary system’ traits. The dataset contained 1105 cows recorded with body-conformation traits and 38 996 records of 305-day cumulative milk yield, from 24 489 Gir cows. The pedigree file included 38 571 animals, of which 1593 were genotyped using six different single-nucleotide polymorphism panels. After genotyping imputation, and quality control, 42 105 polymorphisms were available for analyses. Univariate and bivariate animal models, using Bayesian approach via the Gibbs sampling algorithm, were used to estimate genetic parameters, benefiting from both genotypes and pedigree data.

Key results

The heritabilities for body-conformation traits ranged from a low of 0.08 ± 0.04 to a medium value of 0.35 ± 0.07, and the heritability for milk production was 0.23 ± 0.01. We identified unfavourable genetic correlations between milk yield and udder depth (0.63 ± 0.11) as well as body height (0.31 ± 0.13). In contrast, there was a favourable genetic correlation between milk yield and rear udder width (0.61 ± 0.14).

Conclusion

The heritability estimates confirmed the possibility of selecting animals for milk yield and body conformation traits related to the frame and mammary system categories. Based on the estimated genetic correlations, considerable importance should be given to the emphasis on selection for increased milk yield, because in the long term, this may promote undesirable changes in some type traits as body height and udder depth.

Implications

This information is relevant to selective breeding of Gir to enhance tropical milk production.

Keywords: body conformation traits, bovine, genetic correlation, heritability, milk yield, phenotypic correlation, selection, tropical dairy cattle.

References

Abo-Ismail MK, Brito LF, Miller SP, Sargolzaei M, Grossi DA, Moore SS, Plastow G, Stothard P, Nayeri S, Schenkel FS (2017) Genome-wide association studies and genomic prediction of breeding values for calving performance and body conformation traits in Holstein cattle. Genetics, Selection, Evolution 49, 82.
| Crossref | Google Scholar | PubMed |

Aguilar I, Misztal I, Johnson DL, Legarra A, Tsuruta S, Lawlor TJ (2010) Hot topic: a unified approach to utilize phenotypic, full pedigree, and genomic information for genetic evaluation of Holstein final score. Journal of Dairy Science 93, 743-52.
| Google Scholar | PubMed |

Ahlborn G, Dempfle L (1992) Genetic parameters for milk production and body size in New Zealand Holstein–Friesian and Jersey. Livestock Production Science 31, 205-219.
| Google Scholar |

Bharti P, Bhakat C, Pankaj PK, Bhat SA, Prakash MA, Thul MR, Japheth KP (2015) Relationship of udder and teat conformation with intra-mammary infection in crossbred cows under hot-humid climate. Veterinary World 8, 898-901.
| Google Scholar | PubMed |

Campos RV, Cobuci JA, Costa CN, Braccini Neto J (2012) Genetic parameters for type traits in Holstein cows in Brazil. Revista Brasileira de Zootecnia 41, 2150-2161.
| Crossref | Google Scholar |

Campos RV, Cobuci JA, Kern EL, Costa CN, McManus CM (2015) Genetic parameters for linear type traits and milk, fat, and protein production in Holstein cows in Brazil. Asian–Australasian Journal of Animal Sciences 28, 476-484.
| Crossref | Google Scholar | PubMed |

Carvalho NS, Daltro DS, Machado JD, Camargo EV, Panetto JCdC, Cobuci JA (2021) Genetic parameters and genetic trends of conformation and management traits in Dairy Gir cattle. Arquivo Brasileiro de Medicina Veterinária e Zootecnia 73, 938-948.
| Crossref | Google Scholar |

Chapinal N, Koeck A, Sewalem A, Kelton DF, Mason S, Cramer G, Miglior F (2013) Genetic parameters for hoof lesions and their relationship with feet and leg traits in Canadian Holstein cows. Journal of Dairy Science 96, 2596-2604 10.3168/jds.2012-6071.
| Google Scholar | PubMed |

Čítek J, Brzáková M, Bauer J, Tichý L, Sztankóová Z, Vostrý L, Steyn Y (2022) Genome-wide association study for body conformation traits and fitness in Czech Holsteins. Animals 12, 3522.
| Crossref | Google Scholar | PubMed |

DeGroot BJ, Keown JF, Van Vleck LD, Marotz EL (2002) Genetic parameters and responses of linear type, yield traits, and somatic cell scores to divergent selection for predicted transmitting ability for type in holsteins1. Journal of Dairy Science 85, 1578-1585.
| Crossref | Google Scholar | PubMed |

De Haas Y, Janss LLG, Kadarmideen HN (2007) Genetic and phenotypic parameters for conformation and yield traits in three Swiss dairy cattle breeds. Journal of Animal Breeding and Genetics 124, 12-19.
| Google Scholar | PubMed |

Djedović R, Vukasinovic N, Stanojević D, Bogdanović V, Ismael H, Janković D, Gligović N, Brka M, Štrbac L (2023) Genetic parameters for functional longevity, type traits, and production in the Serbian Holstein. Animals 13, 534.
| Crossref | Google Scholar | PubMed |

Dominguez-Castaño P, Toro Ospina AM, El Faro L, de Vasconcelos Silva JAII (2021) Genetic principal components for reproductive and productive traits in Holstein cows reared under tropical conditions. Tropical Animal Health and Production 53, 193.
| Crossref | Google Scholar |

Dube B, Dzama K, Banga CB, Norris D (2009) An analysis of the genetic relationship between udder health and udder conformation traits in South African Jersey cows. Animal 3, 494-500.
| Crossref | Google Scholar | PubMed |

Fatehi J, Stella A, Shannon JJ, Boettcher PJ (2003) Genetic parameters for feet and leg traits evaluated in different environments. Journal of Dairy Science 86, 661-666.
| Crossref | Google Scholar | PubMed |

Fernandes AR, Faro LE, Vercesi Filho AE, Machado CHC, Barbero LM, Bittar ER, Igarasi MS (2019) Genetic evolution of milk yield, udder morphology and behavior in Gir dairy cattle. Revista Brasileira de Zootecnia 48, e20180056.
| Crossref | Google Scholar |

Gianola D, Fernando RL (1986) Bayesian methods in animal breeding theory. Journal of Animal Science 63, 217-244.
| Google Scholar |

Heinrichs AJ, Rogers GW, Cooper JB (1992) Predicting body weight and wither height in Holstein heifers using body measurements. Journal of Dairy Science 75, 3576-3581.
| Crossref | Google Scholar | PubMed |

Hortolani B, Bernardes PA, Filho AEV, do Carmo Panetto JC, El Faro L (2022) Genetic parameters for body weight and milk production of dairy Gyr herds. Tropical Animal Health and Production 54, 84.
| Crossref | Google Scholar |

Kamprasert N, Duijvesteijn N, Van der Werf JHJ (2019) Estimation of genetic parameters for BW and body measurements in Brahman cattle. Animal 13, 1576-1582.
| Crossref | Google Scholar | PubMed |

Kern EL, Cobuci JA, Costa CN, McManus CM, Braccini Neto J (2015) Genetic association between longevity and linear type traits of Holstein cows. Scientia Agricola 72, 203-209.
| Crossref | Google Scholar |

Koenen EPC, Groen AF (1998) Genetic evaluation of body weight of lactating Holstein heifers using body measurements and conformation traits. Journal of Dairy Science 81, 1709-1713.
| Crossref | Google Scholar | PubMed |

Lagrotta MR, Euclydes RF, Verneque RdS, Santana Júnior ML, Pereira RJ, Torres RdA (2010) Relação entre características morfológicas e produção de leite em vacas da raça Gir. Pesquisa Agropecuária Brasileira 45, 423-429.
| Crossref | Google Scholar |

Laursen M, Boelling D, Mark T (2009) Genetic parameters for claw and leg health, foot and leg conformation, and locomotion in Danish Holsteins. Journal of Dairy Science 92, 1770-1777.
| Google Scholar | PubMed |

Mäntysaari P (1996) Predicting body weight from body measurements of pre-pubertal Ayrshire heifers. Agricultural and Food Science 5, 17-23.
| Crossref | Google Scholar |

Misztal I, Tsuruta S, Lourenco DAL, Masuda Y, Aguilar I, Legarra A, Vitezica Z (2018) ‘Manual for BLUPF90 family programs.’ (University of Georgia.

Němcová E, Štípková M, Zavadilová L (2011) Genetic parameters for linear type traits in Czech Holstein cattle. Czech Journal of Animal Science 56, 157-162.
| Crossref | Google Scholar |

Nogalski Z, Mordas W (2012) Pelvic parameters in Holstein–Friesian and Jersey heifers in relation to their calving. Pakistan Veterinary Journal 32, 507-510.
| Google Scholar |

Olasege BS, Zhang S, Zhao Q, Liu D, Sun H, Wang Q, Ma P, Pan Y (2019) Genetic parameter estimates for body conformation traits using composite index, principal component, and factor analysis. Journal of Dairy Science 102, 5219-5229.
| Google Scholar | PubMed |

Olasege BS, Porto-Neto LR, Tahir MS, Gouveia GC, Cánovas A, Hayes BJ, Fortes MRS (2022) Correlation scan: identifying genomic regions that affect genetic correlations applied to fertility traits. BMC Genomics 23, 684.
| Crossref | Google Scholar |

Panetto JCdC, Silva MVGB, Verneque RdS, Machado MA, Fernandes AR, Machado CHC, Martins MF, Reis DRdL, Borges CAV, Oliveira JCd, Ventura HT, Pereira MA, Garcia AO, Leandro FD (2022) Programa Nacional de Melhoramento do Gir Leiteiro – Sumário Brasileiro de Touros – 5ª Avaliação Genômica de Touros – Resultado do Teste de Progênie – junio/2022. Juiz de Fora, Embrapa Gado de Leite, documento 265. Available at https://www.embrapa.br/busca-de-publicacoes/-/publicacao/1144060/programa-nacional-de-melhoramento-do-gir-leiteiro---sumario-brasileiro-de-touros---5-avaliacao-genomica-de-touros---resultado-do-teste-de-progenie---junho-2022

R Core Team (2022) ‘R: a language and environment for statistical computing.’ (R Foundation for Statistical Computing: Vienna, Austria)

Sargolzaei M, Chesnais JP, Schenkel FS (2014) A new approach for efficient genotype imputation using information from relatives. BMC Genomics 15, 478.
| Crossref | Google Scholar | PubMed |

Sawa A, Bogucki M, Krężel-Czopek S, Neja W (2013) Association between rump score and course of parturition in cows. Archives Animal Breeding 56, 816-822.
| Crossref | Google 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.
| Crossref | Google Scholar | PubMed |

Short T, Lawlor T (1992) Genetic parameters of conformation traits, milk yield, and herd life in Holsteins. Journal of Dairy Science 75, 1987-1998.
| Google Scholar | PubMed |

Silva RMO, Boligon AA, Fernandes AR, Vercesi Filho AE, El Faro L, Tonhati H, Albuquerque LG, Fraga AB (2016) Estimates of genetic parameters for stayability and their associations with traits of economic interest in Gir dairy cows. Genetics and Molecular Research 15, gmr.15016958.
| Crossref | Google Scholar |

Snijders TAB, Bosker RJ (1993) Standard errors and sample sizes for two-level research. Journal of Educational Statistics 18, 237-259.
| Crossref | Google Scholar |

Søndergaard E, Sørensen MK, Mao IL, Jensen J (2002) Genetic parameters of production, feed intake, body weight, body composition, and udder health in lactating dairy cows. Livestock Production Science 77, 23-34.
| Crossref | Google Scholar |

Veerkamp RF, Mulder HA, Thompson R, Calus MPL (2011) Genomic and pedigree-based genetic parameters for scarcely recorded traits when some animals are genotyped. Journal of Dairy Science 94, 4189-4197.
| Crossref | Google Scholar | PubMed |

Wiggans GR, Gengler N, Wright JR (2004) Type trait (co)variance components for five dairy breeds. Journal of Dairy Science 87, 2324-2330.
| Crossref | Google Scholar | PubMed |

Wu X, Fang M, Liu L, Wang S, Liu J, Ding X, Zhang S, Zhang Q, Zhang Y, Qiao L, Lund MS, Su G, Sun D (2013) Genome wide association studies for body conformation traits in the Chinese Holstein cattle population. BMC Genomics 14, 897.
| Crossref | Google Scholar | PubMed |

Yadav N, Mukherjee S, Mukherjee A (2023) Comparative genetic analysis of frequentist and Bayesian approach for reproduction, production and life time traits showing favourable association of age at first calving in Tharparkar cattle. Animal Bioscience 36, 1806-1820.
| Crossref | Google Scholar |

Zhang X, Chu Q, Guo G, Dong G, Li X, Zhang Q, Zhang S, Zhang Z, Wang Y (2017) Genome-wide association studies identified multiple genetic loci for body size at four growth stages in Chinese Holstein cattle. PLoS ONE 12, e0175971.
| Crossref | Google Scholar | PubMed |