Czech J. Anim. Sci., 2014, 59(12):539-547 | DOI: 10.17221/7793-CJAS

Analyses of genetic relationships between linear type traits, fat-to-protein ratio, milk production traits, and somatic cell count in first-parity Czech Holstein cowsOriginal Paper

V. Zink1, L. Zavadilová1, J. Lassen2, M. ©típková1, M. Vacek1,3, L. ©tolc3
1 Institute of Animal Science, Prague-Uhøínìves, Czech Republic
2 Department of Genetics and Biotechnology, Danish Institute of Agricultural Sciences, Aarhus University, Tjele, Denmark
3 Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Prague, Czech Republic

Genetic and phenotypic correlations between production traits, selected linear type traits, and somatic cell score were estimated. The results could be useful for breeding programs involving Czech Holstein dairy cows or other populations. A series of bivariate analyses was applied whereby (co)variance components were estimated using average information (AI-REML) implemented via the DMU statistical package. Chosen phenotypic data included average somatic cell score per a 305-day standard first lactation as well as the production traits milk yield, fat yield, protein yield, fat percentage, and protein percentage per the standard first lactation. Fifteen classified linear type traits were added, as they were measured at first lactation in the Czech Holstein population. All phenotypic data were collected within the progeny testing program of the Czech-Moravian Breeders Corporation from 2005 to 2009. The number of animals for each linear type trait was 59 454, except for locomotion, for which 53 424 animals were recorded. The numbers of animals with records of milk production data were 43 992 for milk yield, fat percentage, protein percentage, and fat-to-protein percentage ratio and 43 978 for fat yield and protein yield. In total, 27 098 somatic cell score records were available. The strongest positive genetic correlation between production traits and linear type traits was estimated between udder width and fat yield (0.51 ± 0.04), while the strongest negative correlation estimated was between body condition score and fat yield (-0.45 ± 0.03). Other estimated correlations were between those two extremes but generally they were close to zero or positive. The strongest negative phenotypic correlations were estimated between udder depth and milk yield and protein yield (both -0.17), while the strongest positive phenotypic correlations were estimated between milk yield, protein yield, and udder width (both 0.32).

Keywords: Holstein cattle; genetic parameters; milk yield; somatic cell score

Published: December 31, 2014  Show citation

ACS AIP APA ASA Harvard Chicago Chicago Notes IEEE ISO690 MLA NLM Turabian Vancouver
Zink V, Zavadilová L, Lassen J, ©típková M, Vacek M, ©tolc L. Analyses of genetic relationships between linear type traits, fat-to-protein ratio, milk production traits, and somatic cell count in first-parity Czech Holstein cows. Czech J. Anim. Sci. 2014;59(12):539-547. doi: 10.17221/7793-CJAS.
Download citation

References

  1. Ali A.K.A., Shook G.E. (1980): An optimum transformation for somatic cell concentration in milk. Journal of Dairy Science, 63, 487-490. Go to original source...
  2. Berry D.P., Buckley F., Dillon P., Evans R.D., Veerkamp R.F. (2004): Genetic relationships among linear type traits, milk yield, body weight, fertility and somatic cell count in primiparous dairy cows. Irish Journal of Agricultural and Food Research, 43, 161-176.
  3. Buttchereit N., Stamer E., Junge W., Thaller G. (2012): Genetic parameters for energy balance, fat/protein ratio, body condition score and disease traits in German Holstein cows. Journal of Animal Breeding and Genetics, 129, 280-288. Go to original source... Go to PubMed...
  4. de Haas Y., Janss L.L.G., Kadarmideen H.N. (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. Go to original source... Go to PubMed...
  5. Harris B.L., Freeman A.E., Metzger E. (1992): Genetic and phenotypic parameters for type and production in Guernsey dairy cows. Journal of Dairy Science, 75, 1147-1153. Go to original source... Go to PubMed...
  6. Jamrozik J., Schaeffer L.R. (2012): Test-day somatic cell score, fat-to-protein ratio and milk yield as indicator traits for sub-clinical mastitis in dairy cattle. Journal of Animal Breeding and Genetics, 129, 11-19. Go to original source... Go to PubMed...
  7. Jensen J., Mantysaari E.A., Madsen P., Thompson R. (1997): Residual maximum likelihood estimation of (co)variance components in multivariate mixed linear models using average information. Journal of the Indian Society of Agricultural Statistics, 49, 215-236.
  8. Kadarmideen H.N. (2004): Genetic correlations among body condition score, somatic cell score, milk production, fertility and conformation traits in dairy cows. Animal Science, 79, 191-201. Go to original source...
  9. Koeck A., Heringstad B., Egger-Danner C., Fuerst C., Winter P., Fuerst-Waltl B. (2010): Genetic analysis of clinical mastitis and somatic cell count traits in Austrian Fleckvieh cows. Journal of Dairy Science, 93, 5987-5995. Go to original source... Go to PubMed...
  10. Koeck A., Miglior F., Jamrozik J., Kelton D.F., Schenkel F.S. (2013): Genetic associations of ketosis and displaced abomasum with milk production traits in early first lactation of Canadian Holsteins. Journal of Dairy Science, 96, 4688-4696. Go to original source... Go to PubMed...
  11. Olson K.M., Cassell B.G., Hanigan M.D. (2010): Energy balance in first-lactation Holstein, Jersey, and reciprocal F1 crossbred cows in a planned crossbreeding experiment. Journal of Dairy Science, 93, 4374-4385. Go to original source... Go to PubMed...
  12. Ptak E., Jagusiak W., Zarnecki A., Otwinowska-Mindur A. (2011): Heritabilities and genetic correlations of lactational and daily somatic cell score with conformation traits in Polish Holstein cattle. Czech Journal of Animal Science, 56, 193-200. Go to original source...
  13. Roche J.R., Friggens N.C., Kay J.K., Fisher M.W., Stafford K.J., Berry D.P. (2009): Invited review: Body condition score and its association with dairy cow productivity, health, and welfare. Journal of Dairy Science, 92, 5769-5801. Go to original source... Go to PubMed...
  14. Rupp R., Boichard D. (1999): Genetic parameters for clinical mastitis, somatic cell score, production, udder type traits, and milking ease in first lactation Holsteins. Journal of Dairy Science, 82, 2198-2204. Go to original source... Go to PubMed...
  15. Samore A.B., Rizzi R., Rossoni A., Bagnato A. (2010): Genetic parameters for functional longevity, type traits, somatic cell scores, milk flow and production in the Italian Brown Swiss. Italian Journal of Animal Science, 9, 145-152. Go to original source...
  16. Sewalem A., Miglior F., Kistemaker G.J., Von Doormaal B.J. (2006): Analysis of the relationship between somatic cell score and functional longevity in Canadian dairy cattle. Journal of Dairy Science, 89, 3609-3614. Go to original source... Go to PubMed...
  17. Zink V., Lassen J., Stipkova M. (2010): Genetic parameters of female fertility and udder conformation traits in the Czech Holstein cattle population. In: Proc. 9 th World Congress on Genetics Applied to Livestock Production, Leipzig, Germany, 193.
  18. Zink V., Stipkova M., Lassen J. (2011): Genetic parameters for female fertility, locomotion, body condition score, and linear type traits in Czech Holstein cattle. Journal of Dairy Science, 94, 5176-5182. Go to original source... Go to PubMed...
  19. Zink V., Lassen J., Stipkova M. (2012): Genetic parameters for female fertility and milk production traits in firstparity Czech Holstein cows. Czech Journal of Animal Science, 57, 108-114. Go to original source...

This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International (CC BY NC 4.0), which permits non-comercial use, distribution, and reproduction in any medium, provided the original publication is properly cited. No use, distribution or reproduction is permitted which does not comply with these terms.