Genetic analysis of groups of mid-infrared predicted fatty acids in milk

Journal of Dairy Science

Volumn 100, Issue 6, 2017, Pages 4731-4744

  Narayana, S G ^a   Schenkel, F S ^a   Fleming, A ^a   Koeck, A ^a   Malchiodi, F ^a   Jamrozik, J ^a,b   Johnston, J ^b   Sargolzaei, M ^a,c   Miglior, F ^a,b  

^a UNIVERSITY OF GUELPH   (Canada)

^b CANADIAN DAIRY NETWORK   (Canada)

^c Semex Alliance Inc   (Canada)

Author keywords

heritability; mid infrared; milk fatty acid; random regression model

Indexed keywords

FATTY ACID; UNSATURATED FATTY ACID;

AGE; ANIMAL; BOVINE; CANADA; CHEMISTRY; FEMALE; GENETIC VARIATION; GENETICS; GENOTYPE ENVIRONMENT INTERACTION; LACTATION; MILK; REGRESSION ANALYSIS;

AGE FACTORS; ANIMALS; CANADA; CATTLE; FATTY ACIDS; FATTY ACIDS, UNSATURATED; FEMALE; GENE-ENVIRONMENT INTERACTION; GENETIC VARIATION; LACTATION; MILK; REGRESSION ANALYSIS;

EID: 85016003164     PISSN: 00220302     EISSN: 15253198     Source Type: Journal    
DOI: 10.3168/jds.2016-12244     Document Type: Article

References (49)

1. Arnould, V.M., Soyeurt, H., Genetic variability of milk fatty acids. J. Appl. Genet. 50 (2009), 29–39 19193980.
2. Barber, M.C., Clegg, R.A., Travers, M.T., Vernon, R.G., Lipid metabolism in the lactating mammary gland. Biochim. Biophys. Acta 1347 (1997), 101–126 9295156.
3. Bastin, C., Gengler, N., Soyeurt, H., Phenotypic and genetic variability of production traits and milk fatty acid contents across days in milk for Walloon Holstein first-parity cows. J. Dairy Sci. 94 (2011), 4152–4163 21787950.
4. Bastin, C., Soyeurt, H., Gengler, N., Genetic parameters of milk production traits and fatty acid contents in milk for Holstein cows in parity 1–3. J. Anim. Breed. Genet. 130 (2013), 118–127 23496012.
5. Bauman, D.E., Davis, C.L., Biosynthesis of milk fat. Larson, B.L., Smith, V.R., (eds.) Lactation: A Comprehensive Treatise, 1973, Academic Press, New York, NY, 31–75.
6. Bauman, D.E., Griinari, J.M., Nutritional regulation of milk fat synthesis. Annu. Rev. Nutr. 23 (2003), 203–227 12626693.
7. Bauman, D.E., Lock, A.L., Milk fatty acid composition: Challenges and opportunities related to human health. Proc. 26th World Buiatrics Congr, 2010, Chilean Buiatric Society, Santiago, Chile, 278–289.
8. Bilal, G., Cue, R.I., Mustafa, A.F., Hayes, J.F., Short communication: Genetic parameters of individual fatty acids in milk of Canadian Holsteins. J. Dairy Sci. 97 (2014), 1150–1156 24290819.
9. Bobe, G., Minick Bormann, J.A., Lindberg, G.L., Freeman, A.E., Beitz, D.C., Short communication: Estimates of genetic variation of milk fatty acids in US Holstein cows. J. Dairy Sci. 91 (2008), 1209–1213 18292278.
10. Bonfatti, V., Fleming, A., Koeck, A., Miglior, F., Standardization of milk infrared spectra for the retroactive application of calibration models. J. Dairy Sci. 100 (2017), 2032–2041 28088411.
11. Calo, L.L., McDowell, R.E., VanVleck, L.D., Miller, P.D., Genetic aspects of beef production among Holstein-Friesians pedigree selected for milk production. J. Anim. Sci. 37 (1973), 676–682.
12. Chilliard, Y., Ferlay, A., Doreau, M., Effect of different types of forages, animal fat or marine oils in cow's diet on milk fat secretion and composition, especially conjugated linoleic acid (CLA) and polyunsaturated fatty acids. Livest. Prod. Sci. 70 (2001), 31–48.
13. Chilliard, Y., Ferlay, A., Mansbridge, R.M., Doreau, M., Ruminant milk plasticity: Nutritional control of saturated, polyunsaturated, trans and conjugated fatty acids. Ann. Zootech. 49 (2000), 181–205.
14. Christie, W.W., The composition, structure and function of lipids in the tissues of ruminant animals. Christie, W.W., (eds.) Lipid Metabolism in Ruminant Animals, 1981, Pergamon Press, Oxford, UK, 95–191.
15. Denke, M.A., Grundy, S.M., Comparison of effects of lauric acid and palmitic acid on plasma lipids and lipoproteins. Am. J. Clin. Nutr. 56 (1992), 895–898 1415008.
16. DePeters, E.J., Medrano, J.F., Reed, B.A., Fatty acid composition of milk fat from three breeds of dairy cattle. Can. J. Anim. Sci. 75 (1995), 267–269.
17. Fleming, A., Phenotypic and genetic variation of milk fat components incorporating mid-infrared technology. PhD Thesis, 2016, Department of Animal Biosciences, University of Guelph, Guelph, Canada.
18. Garnsworthy, P.C., Feng, S., Lock, A.L., Royal, M.D., Short communication: Heritability of milk fatty acid composition and stearoyl-CoA desaturase indices in dairy cows. J. Dairy Sci. 93 (2010), 1743–1748 20338453.
19. Garnsworthy, P.C., Masson, L.L., Lock, A.L., Mottram, T.T., Variation of milk citrate with stage of lactation and de novo fatty acid synthesis in dairy cows. J. Dairy Sci. 89 (2006), 1604–1612 16606730.
20. Garnsworthy, P.C., Topps, J.H., The effect of body condition score at calving on their feed intake and performance when given complete diets. Anim. Prod. 35 (1982), 113–119.
21. Gibson, J.P., The potential for genetic change in milk fat composition. J. Dairy Sci. 74 (1991), 3258–3266 1779074.
22. Gilmour, A.R., Gogel, B.J., Cullis, B.R., Thompson, R., Butler, D., ASReml User Guide Release 3.0, 2009, VSN International Ltd., Hemel Hempstead, UK.
23. Gion, A., Larroque, H., Brochard, M., Lahalle, F., Boichard, D., Genetic parameter estimation for milk fatty acids in three French dairy cattle breeds. Interbull Bull. 44 (2011), 185–189.
24. Grummer, R.R., Effect of feed on the composition of milk fat. J. Dairy Sci. 74 (1991), 3244–3257 1779073.
25. Jamrozik, J., Schaeffer, L.R., Weigel, K.A., Estimates of genetic parameters for single-and multiple-country test-day models. J. Dairy Sci. 85 (2002), 3131–3141 12487481.
26. Jensen, R.G., The composition of bovine milk lipids: January 1995 to December 2000. J. Dairy Sci. 85 (2002), 295–350 11913692.
27. Jensen, R.G., Ferris, A.M., Lammi-Keefe, C.J., The composition of milk fat. J. Dairy Sci. 74 (1991), 3228–3243 1779072.
28. Karijord, Ø., Standal, N., Syrstad, O., Sources of variation in composition of milk fat. J. Anim. Breeding Genet. 99 (1982), 81–93.
29. Kay, J.K., Weber, W.J., Moore, C.E., Bauman, D.E., Hansen, L.B., Chester-Jones, H., Crooker, B.A., Baumgard, L.H., Effects of week of lactation and genetic selection for milk yield on milk fatty acid composition in Holstein cows. J. Dairy Sci. 88 (2005), 3886–3893 16230694.
30. Kgwatalala, P.M., Ibeagha-Awemu, E.M., Mustafa, A.F., Zhao, X., Stearoyl-CoA desaturase 1 genotype and stage of lactation influences milk fatty acid composition of Canadian Holstein cows. Anim. Genet. 40 (2009), 609–615 19397511.
31. Lopez-Villalobos, N., Spelman, R.J., Melis, J., Davis, S.R., Berry, S.D., Lehnert, K., Holroyda, S.E., MacGibbon, A.K.H., Snell, R.G., Estimation of genetic and crossbreeding parameters of fatty acid concentrations in milk fat predicted by mid-infrared spectroscopy in New Zealand dairy cattle. J. Dairy Res. 81 (2014), 340–349 25052435.
32. Månsson, H.L., Fatty acids in bovine milk fat. Food Nutr. Res., 52, 2008 10.3402/fnr.v52i0.1821 19109654.
33. Mele, M., Dal Zotto, R., Cassandro, M., Conte, G., Serra, A., Buccioni, A., Bittante, G., Secchiari, P., Genetic parameters for conjugated linoleic acid, selected milk fatty acids, and milk fatty acid unsaturation of Italian Holstein-Friesian cows. J. Dairy Sci. 92 (2009), 392–400 19109297.
34. Mensink, R.P., Zock, P.L., Kester, A.D., Katan, M.B., Effects of dietary fatty acids and carbohydrates on the ratio of serum total to HDL cholesterol and on serum lipids and apolipoproteins: A meta-analysis of 60 controlled trials. Am. J. Clin. Nutr. 77 (2003), 1146–1155 12716665.
35. Micha, R., Mozaffarian, D., Saturated fat and cardiometabolic risk factors, coronary heart disease, stroke, and diabetes: A fresh look at the evidence. Lipids 45 (2010), 893–905 20354806.
36. Palmquist, D.L., Beaulieu, A.D., Barbano, D.M., Feed and animal factors influencing milk fat composition. J. Dairy Sci. 76 (1993), 1753–1771 8326036.
37. Penasa, M., Tiezzi, F., Gottardo, P., Cassandro, M., De Marchi, M., Short communication: Genetics of milk fatty acid groups predicted during routine data recording in Holstein dairy cattle. Livest. Sci. 173 (2015), 9–13.
38. Renner, E., Kosmack, U., Genetic aspects concerning fatty acid composition of milk fat. 2. Fatty acid pattern of milk from progeny groups. Zuchtungskunde 46 (1974), 217–226.
39. Sauer, F.D., Fellner, V., Kinsman, R., Kramer, J.K.G., Jackson, H.A., Lee, A.J., Chen, S., Methane output and lactation response in Holstein cattle with monensin or unsaturated fat added to the diet. J. Anim. Sci. 76 (1998), 906–914 9535354.
40. Soyeurt, H., Dardenne, P., Dehareng, F., Bastin, C., Gengler, N., Genetic parameters of saturated and monounsaturated fatty acid content and the ratio of saturated to unsaturated fatty acids in bovine milk. J. Dairy Sci. 91 (2008), 3611–3626 18765620.
41. Soyeurt, H., Dardenne, P., Dehareng, F., Lognay, G., Veselko, D., Marlier, M., Bertozzi, C., Mayeres, P., Gengler, N., Estimating fatty acid content in cow milk using mid-infrared spectrometry. J. Dairy Sci. 89 (2006), 3690–3695 16899705.
42. Soyeurt, H., Dardenne, P., Gillon, A., Croquet, C., Vanderick, S., Mayeres, P., Bertozzi, N., Gengler, N., Variation in fatty acid contents of milk and milk fat within and across breeds. J. Dairy Sci. 89 (2006), 4858–4865 17106116.
43. Soyeurt, H., Dehareng, F., Bertozzi, C., Gengler, N., Genetic parameters of butter hardness estimated by test-day model. Interbull Bull. 37 (2007), 49–53.
44. 9-desaturase activity in dairy cattle. J. Dairy Sci. 91 (2008), 3211–3224 18650299.
45. Soyeurt, H., Gillon, A., Vanderick, S., Mayeres, P., Bertozzi, C., Gengler, N., Estimation of heritability and genetic correlations for the major fatty acids in bovine milk. J. Dairy Sci. 90 (2007), 4435–4442 17699064.
46. Spiegelhalter, D.J., Best, N.G., Carlin, B.P., Van Der Linde, A., Bayesian measures of model complexity and fit. J. R. Stat. Soc. B 64 (2002), 583–639.
47. Stoop, W.M., Van Arendonk, J.A.M., Heck, J.M.L., Van Valenberg, H.J.F., Bovenhuis, H., Genetic parameters for major milk fatty acids and milk production traits of Dutch Holstein-Friesians. J. Dairy Sci. 91 (2008), 385–394 18096963.
48. Temme, E.H., Mensink, R.P., Hornstra, G., Comparison of the effects of diets enriched in lauric, palmitic, or oleic acids on serum lipids and lipoproteins in healthy women and men. Am. J. Clin. Nutr. 63 (1996), 897–903 8644684.
49. Zock, P.L., De Vries, J.H., Katan, M.B., Impact of myristic acid versus palmitic acid on serum lipid and lipoprotein levels in healthy women and men. Arterioscler. Thromb. 14 (1994), 567–575 8148355.