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Kgari RD, Muller C, Dzama K, Makgahlela ML. Estimation of Genetic Parameters for Heifer and Cow Fertility Traits Derived from On-Farm AI Service Records of South African Holstein Cattle. Animals (Basel) 2022; 12:ani12162023. [PMID: 36009614 PMCID: PMC9404416 DOI: 10.3390/ani12162023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 07/30/2022] [Accepted: 08/03/2022] [Indexed: 11/16/2022] Open
Abstract
This study aimed to derive additional fertility traits from service data and estimate their genetic parameters for their possible inclusion in the South African Holstein cattle breeding programs. Service records (n = 64,464) were collected from 18 South African Holstein herds using on-farm automated milk recording systems. Using a multivariate model, the data were used to estimate heritabilities and correlations among several fertility traits. The pedigree data consisted of information on 18,592 animals born between 1981 and 2013. Heritability estimates observed were low to moderate (0.02 ± 0.00 to 0.24 ± 0.00), indicating that there is some genetic basis for the explored fertility traits to warrant selection. The genetic correlations observed between fertility traits were generally favorable, with some high correlations between age at first service (AFS) and services per conception for heifers (SPCh) (0.73 ± 0.00) and between days from calving to first service (CFS) and services per conception for cows (SPC) (0.90 ± 0.01). Positive genetic correlations indicate that improvement in one trait is coupled with a correlated genetic increase in another trait. The studied fertility traits could be used in addition to AFC and CI to serve as a basis for the selection of reproduction in dairy cattle to minimize selection bias.
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Affiliation(s)
- Ramadimetje Delight Kgari
- Agricultural Research Council, Department of Animal Breeding and Genetics, Private Bag X2, Irene 0062, South Africa
- Department of Animal Sciences, University of Stellenbosch, Stellenbosch 7600, South Africa
- Correspondence:
| | - Carel Muller
- Department of Animal Sciences, University of Stellenbosch, Stellenbosch 7600, South Africa
| | - Kennedy Dzama
- Department of Animal Sciences, University of Stellenbosch, Stellenbosch 7600, South Africa
| | - Mahlako Linah Makgahlela
- Agricultural Research Council, Department of Animal Breeding and Genetics, Private Bag X2, Irene 0062, South Africa
- Department of Animal, Wildlife and Grassland Sciences, University of the Free State, Bloemfontein 9301, South Africa
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Guo G, Guo X, Wang Y, Zhang X, Zhang S, Li X, Liu L, Shi W, Usman T, Wang X, Du L, Zhang Q. Estimation of genetic parameters of fertility traits in Chinese Holstein cattle. CANADIAN JOURNAL OF ANIMAL SCIENCE 2014. [DOI: 10.4141/cjas2013-113] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Guo, G., Guo, X., Wang, Y., Zhang, X., Zhang, S., Li, X., Liu, L., Shi, W., Usman, T., Wang, X., Du, L. and Zhang, Q. 2014. Estimation of genetic parameters of fertility traits in Chinese Holstein cattle. Can. J. Anim. Sci. 94: 281–285. The objective of this study was to estimate genetic parameters for fertility traits in Chinese Holstein heifers and cows. Data of 20169 animals with 42106 records over a period of 10 yr (2001–2010) were collected from Sanyuan Lvhe Dairy Cattle Center in Beijing, China. Traits included age at first service (AFS), number of services (NS), days from calving to first service (CTFS), days open (DO), and calving interval (CI). Genetic parameters were estimated with multiple-trait animal model using the DMU software. Heritability estimates for AFS, NS, CTFS, DO and CI were 0.100±0.012, 0.040±0.017, 0.034±0.011, 0.053±0.019 and 0.056±0.014, respectively. Genetic correlations between traits observed ranged from −0.13 to 0.99. Genetic correlations between AFS with NS, CTFS, DO and CI were −0.31, 0.15, −0.13 and −0.15, respectively. Calving interval was strongly correlated with NS, CTFS and DO (0.49–0.99), and DO showed strong correlation with NS and CTFS (0.49 and 0.58, respectively). The genetic correlation between CTFS and NS was negative moderate (−0.25). Results were in range with previous literature estimates and can be used in Chinese Holstein genetic evaluation for fertility traits.
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Affiliation(s)
- Gang Guo
- College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
- National Center for Molecular Genetics and Breeding of Animal, Institute of Animal Science, Chinese academy of Agricultural Sciences, Beijing 100193, China
- Beijing Sanyuan Lvhe Dairy Cattle Breeding Center, Beijing 100029, China
- These authors contributed equally to this manuscript
| | - Xiangyu Guo
- College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
- Center for Quantitative Genetics and Genomics, Department of Molecular Biology and Genetics, Aarhus University, Tjele 8830 Denmark
- These authors contributed equally to this manuscript
| | - Yachun Wang
- College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Xu Zhang
- College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Shengli Zhang
- College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Xizhi Li
- Beijing Sanyuan Lvhe Dairy Cattle Breeding Center, Beijing 100029, China
| | - Lin Liu
- Beijing Dairy Cattle Center, Beijing 100085, China
| | - Wanhai Shi
- Beijing Dairy Cattle Center, Beijing 100085, China
| | - Tahir Usman
- College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Xinyu Wang
- Beijing Sanyuan Lvhe Dairy Cattle Breeding Center, Beijing 100029, China
| | - Lixin Du
- National Center for Molecular Genetics and Breeding of Animal, Institute of Animal Science, Chinese academy of Agricultural Sciences, Beijing 100193, China
| | - Qin Zhang
- College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
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Montaldo H, Castillo-Juárez H, Valencia-Posadas M, Cienfuegos-Rivas E, Ruiz-López F. Genetic and environmental parameters for milk production, udder health, and fertility traits in Mexican Holstein cows. J Dairy Sci 2010; 93:2168-75. [DOI: 10.3168/jds.2009-2050] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2009] [Accepted: 01/18/2010] [Indexed: 11/19/2022]
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Ruiz-Sánchez R, Blake RW, Castro-Gámez HMA, Sánchez F, Montaldo HH, Castillo-Juárez H. Short Communication: Changes in the Association Between Milk Yield and Age at First Calving in Holstein Cows with Herd Environment Level for Milk Yield. J Dairy Sci 2007; 90:4830-4. [PMID: 17881706 DOI: 10.3168/jds.2007-0156] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The aim of this study was to evaluate the effect of herd environment class on the genetic and phenotypic relationships of mature equivalent milk yield (MY) on age at first calving (AFC). Data analyzed were 248,230 first parity records of Holstein cows, daughters of 588 sires in 3,042 herds in the United States. Heritability for AFC was 0.33 +/- 0.01 and 0.20 +/- 0.01 in high and low environment herds, respectively, and 0.47 +/- 0.01 in the complete data set. The correlation between AFC sires' predicted breeding values of low and high classes was 0.69. Genetic correlations between MY and AFC were -0.52 +/- 0.02 and -0.31 +/- 0.03 in high and low environment herds, respectively, and -0.44 +/- 0.02 in the complete data set representing intermediate environments. If selection is based on the whole data set, expected correlated responses for AFC estimated as a result of 1,000 kg of genetic gain in MY, for high and low herd environment herds were -26.1 and -15.3 d, respectively, and -32.6 for the complete data set; hence the highest reduction in AFC occurs in intermediate environment herds. Different estimates of the heritability of AFC, the correlation between AFC breeding values of low and high classes as well as changes in the genetic correlation between MY and AFC across environments indicate genotype x environment interaction. Caution in interpretation is warranted because genetic relationships are dynamic, especially in populations undergoing selection. Current relationships may differ from those during the time period of the present study (1987-1994). Notwithstanding this possibility, methods and findings from the present study provide insight about the complexity of genetic association and genotype x environment interactions between AFC and MY.
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Affiliation(s)
- R Ruiz-Sánchez
- Departamento de Producción Agrícola y Animal, Universidad Autónoma Metropolitana, Unidad Xochimilco, Calzada del Hueso 1100, Coyoacán, D. F., C. P. 04960, México.
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