Random regression analysis of milk yield and milk composition in the first and second lactations of Murciano-Granadina goats

Journal of Dairy Science

Volumn 93, Issue 6, 2010, Pages 2718-2726

  Menendez Buxadera A ^a   Molina, A ^a   Arrebola, F ^b   Gil, M J ^c   Serradilla, J M ^a  

^a UNIVERSITY OF CÓRDOBA   (Spain)

^b IFAPA CENTRO EL TORUÑO   (Spain)

^c Hospital del Valle de los Pedroches Pozoblanco   (Spain)

Author keywords

Dairy goat; Random regression model; Repeatability test day model; Test day record

Indexed keywords

MILK PROTEIN;

ANIMAL; ARTICLE; BIOLOGICAL MODEL; BREEDING; CHEMISTRY; FEMALE; GENETICS; GOAT; LACTATION; MILK; PHYSIOLOGY; QUANTITATIVE TRAIT; REGRESSION ANALYSIS; SECRETION;

ANIMALS; BREEDING; FEMALE; GOATS; LACTATION; MILK; MILK PROTEINS; MODELS, GENETIC; QUANTITATIVE TRAIT, HERITABLE; REGRESSION ANALYSIS;

CAPRA HIRCUS;

EID: 77952960000     PISSN: 00220302     EISSN: 15253198     Source Type: Journal    
DOI: 10.3168/jds.2009-2571     Document Type: Article

References (33)

1. Analla M., Jiménez-Gamero I., Muñoz-Serrano A., Serradilla J.M., Falagan A. Estimation of genetic parameters for milk yield and fat and protein contents of milk from Murciana-Granadina goats. J. Dairy Sci. 1996, 79:1895-1898.
2. Breda F.C., Albuquerque L.G., Yamaki M., Filho J.C.R., Sarmento J.L.R., Lopes P.S., Rodriguez M.T. Genetic parameters for test day milk yield of Alpine goats. Rev. Brasil. Zootec. 2006, 35:396-404.
3. Cobucci J.A., Euclydes R.F., Pereira C.S., de Almeida Torres R., Costa C.N., Lopes P.S. Persistency in lactation-A review. Arch. Latin. Prod. Anim. 2003, 11:163-173.
4. Delgado, J. V., J. M. León, L. T. Gama, J. Lozano, J. Quiroz, and M. E. Camacho. 2006. Genetic parameters for milk yield traits in Murciano Granadina goats in the high lands. In Proc. 8th World Congress on Genetics Applied to Livestock Production, August 13-18, Belo Horizonte, MG, Brazil. Communication 02-13. CD ROM. Federal University of Minas Gerais, Belo Horizonte, Brazil.
5. Díaz E., Analla M., Muñoz-Serrano A., Alonso-Moraga A., Serradilla J.M. Variation of milk yield and contents of total casein and casein fractions in Murciano-Granadina goats. Small Rumin. Res. 1999, 34:141-147.
6. Druet T., Jaffrézic F., Ducrocq V. Estimation of genetic parameters for test day records of dairy traits in the first 3 lactations. Genet. Sel. Evol. 2005, 37:257-271.
7. FAOSTAT. 2006. Census and milk production data. http://faostat.fao.org/site/569/ Accessed Nov. 2007.
8. Foulley, J. L., and C. Robert-Granié. 2002. Basic tools for the statistical analysis of longitudinal data via mixed model. Course notes of pre-congress workshop. Proc. 7th World Congress on Genetics Applied to Livestock Production, Aug. 18, Montpellier, France. INRA, Castanet-Tolosan, France.
9. Gilmour, A. R., B. R. Cullis, J. Welham, and R. Thompson. 2000. ASREML Reference Manual. NSW Agric. Biom. Bull. NSW Agriculture, Orange, New South Wales, Australia.
10. Gipson T.A., Grossman M. Lactation curves in dairy goats: A review. Small Rumin. Res. 1990, 3:383-396.
11. Ilahi H., Manfredi E., Chastin P., Monod F., Elsen J.M., Le Roy P. Genetic variability in milking speed of dairy goats. Genet. Res. 2000, 75:315-319.
12. Jamrozik J., Schaeffer L.R. Estimates of genetic parameters for a test day model with random regression for production of first lactation. J. Dairy Sci. 1997, 80:762-770.
13. Jamrozik J., Schaeffer L.R., Dekkers J.C.M. Genetic evaluation of dairy cattle using test day yields and random regression model. J. Dairy Sci. 1997, 80:1217-1226.
14. Kirkpatrick M., Hill W.G., Thompson R. Estimating the covariance structure of traits during growth and ageing, illustrated with lactation in dairy cattle. Genet. Res. 1994, 64:57-69.
15. Kirkpatrick M., Lofsvold D., Bulmer M. Analysis of the inheritance, selection and evolution of growth trajectories. Genetics 1990, 124:979-993.
16. Kominakis A., Rogdakis E., Vasiloudis C., Liaskos O. Genetic and environmental sources of variation of milk yield of Skopelos dairy goats. Small Rumin. Res. 2000, 36:1-5.
17. Kominakis A., Volanis M., Rogdakis E. Genetic modeling of test day records in dairy sheep using orthogonal Legendre polynomial. Small Rumin. Res. 2001, 39:209-217.
18. Lopez Romero P., Carabaño M.J. Comparing alternative random regression models to analyze first lactation daily milk yield data in Holstein Friesian cattle. Livest. Prod. Sci. 2003, 82:81-96.
19. Muller, C. J. C., S. W. P. Cloete, and S. J. Schoeman. 2002. Estimation of genetic parameters for milk yield and milk composition of South African Saanen goats. In Proc. 7th World Congress on Genetics Applied to Livestock Production, Montpellier, France. Communication 01-52. CD ROM. INRA, Castanet-Tolosan, France.
20. Olivier J.J., Cloete S.W.P., Schoeman S.J., Muller C.J.C. Performance testing and recording in meat and dairy goats. Small Rumin. Res. 2005, 60:83-93.
21. Ptak E., Schaeffer L.R. Use of test day yields for genetic evaluation in dairy sires and cows. Livest. Prod. Sci. 1993, 34:23-34.
22. Rabasco A., Serradilla J.M., Padilla J.A., Serrano A. Genetic and non-genetic factors of variation and heritability of milk yield and quality in the Verata breed of goats. Small Rumin. Res. 1993, 11:151-161.
23. Rekaya R., Carabaño M.J., Toro M.A. Use of test day yields for the genetic evaluation of production traits in Holstein-Friesian cattle. Livest. Prod. Sci. 1999, 57:203-217.
24. Sarmento J.L.R., Filho J.C.R., de Albuquerque L.G., Lopes P.S., Rodriguez M.T. Genetic evaluation of Alpine goats using test day milk yield. Rev. Brasil. Zootec. 2006, 35:443-451.
25. Schaeffer L.R. Dairy cattle test day model: A case study. Intellectual Property Rights in Animal Breeding 2002, 233-246. CAB International, Wallingford, UK. M. Rothschild, S. Newman (Eds.).
26. Schaeffer L.R. Application of random regression models in animal breeding. Livest. Prod. Sci. 2004, 86:35-45.
27. Schaeffer, L. R., and J. C. M. Dekkers. 1994. Random regressions in animal models for test-day production in dairy cattle. Pages 443-446 in Proc. 5th World Congress of Genetics Applied to Livestock Production, Guelph, Ontario, Canada. Vol. XVIII. University of Guelph, Ontario, Canada.
28. Schaeffer L.R., Jamrozik J. Random regression models: A longitudinal perspective. J. Anim. Breed. Genet. 2008, 125:145-146.
29. Serradilla J.M. Objetivos, organización y factores limitantes de los programas de selección de las razas autóctonas en España. Información Técnica Económica Agraria 2008, 104:117-141.
30. Serrano M., Ugarte E., Jurado J.J., Pérez-Guzmán M.D., Legarra A. Test day models and genetic parameters in Latxa and Manchega dairy ewes. Livest. Prod. Sci. 2001, 67:253-264.
31. Valencia M., Dobler J., Montaldo H.H. Technical note: Genetic and phenotypic parameters for lactation traits in a flock of Saanen goats in Mexico. Small Rumin. Res. 2007, 68:318-322.
32. Zumbach, B., K. J. Peters, R. Emmerling, and J. Solkner. 2004. Development of a test day model for milk sheep and goats under unfavorable structure conditions in Germany. Abstract no. 555 in Proc. 55th Annual Meeting of EAAP, Bled, Slovenia. Wageningen Academic Publishers. Wageningen. the Netherlands.
33. Zumbach B., Tsuruta S., Misztal I., Peters K.J. Use of test day model for dairy goat milk yield across lactation in Germany. J. Anim. Breed. Genet. 2008, 125:160-167.