Abstract
The objective of this study was to estimate the genetic–quantitative relationships between the beef fatty acid profile with the carcass and meat traits of Nellore cattle. A total of 1826 bulls finished in feedlot conditions and slaughtered at 24 months of age on average were used. The following carcass and meat traits were analysed: subcutaneous fat thickness (BF), shear force (SF) and total intramuscular fat (IMF). The fatty acid (FA) profile of the Longissimus thoracis samples was determined. Twenty-five FAs (18 individuals and seven groups of FAs) were selected due to their importance for human health. The animals were genotyped with the BovineHD BeadChip and, after quality control for single nucleotide polymorphisms (SNPs), only 470,007 SNPs from 1556 samples remained. The model included the random genetic additive direct effect, the fixed effect of the contemporary group and the animal’s slaughter age as a covariable. The (co)variances and genetic parameters were estimated using the REML method, considering an animal model (single-step GBLUP). A total of 25 multi-trait analyses, with four traits, were performed considering SF, BF and IMF plus each individual FA. The heritability estimates for individual saturated fatty acids (SFA) varied from 0.06 to 0.65, for monounsaturated fatty acids (MUFA) it varied from 0.02 to 0.14 and for polyunsaturated fatty acids (PUFA) it ranged from 0.05 to 0.68. The heritability estimates for Omega 3, Omega 6, SFA, MUFA and PUFA sum were low to moderate, varying from 0.09 to 0.20. The carcass and meat traits, SF (0.06) and IMF (0.07), had low heritability estimates, while BF (0.17) was moderate. The genetic correlation estimates between SFA sum, MUFA sum and PUFA sum with BF were 0.04, 0.64 and −0.41, respectively. The genetic correlation estimates between SFA sum, MUFA sum and PUFA sum with SF were 0.29, −0.06 and −0.04, respectively. The genetic correlation estimates between SFA sum, MUFA sum and PUFA sum with IMF were 0.24, 0.90 and −0.67, respectively. The selection to improve meat tenderness in Nellore cattle should not change the fatty acid composition in beef, so it is possible to improve this attribute without affecting the nutritional beef quality in zebu breeds. However, selection for increased deposition of subcutaneous fat thickness and especially the percentage of intramuscular fat should lead to changes in the fat composition, highlighting a genetic antagonism between meat nutritional value and acceptability by the consumer.
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References
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. J Dairy Sci 93(2):743–752
Becker N, Illingworth DR, Alaupovic P, Connor WE, Sundberg EE (1983) Effects of saturated, monounsaturated, and omega-6 polyunsaturated fatty acids on plasma lipids, lipoproteins, and apoproteins in humans. Am J Clin Nutr 37:355–360
Bligh EG, Dyer WJ (1959) A rapid method of total lipid extraction and purification. Can J Biochem Physiol 37:911–917
Brooks MA, Choi CW, Lunt DK, Kawachi H, Smith SB (2011) Subcutaneous and intramuscular adipose tissue stearoyl-coenzyme A desaturase gene expression and fatty acid composition in calf- and yearling-fed Angus steers. J Anim Sci 89:2556–2570
Burrow HM, Moore SS, Johnston DJ, Barendse W, Bindon BM (2001) Quantitative and molecular genetic influences on properties of beef: a review. Aust J Exp Agric 41:893–919
Cesar ASM, Regitano LCA, Mourão GB, Tullio RR, Lanna DPD, Nassu RT et al (2014) Genome-wide association study for intramuscular fat deposition and composition in Nellore cattle. BMC Genet 15:39
Charles DD, Johnson ER (1976) Breed differences in amount and distribution of bovine carcass dissectible fat. J Anim Sci 42:332–341
Chung KY, Lunt DK, Kawachi H, Yano H, Smith SB (2007) Lipogenesis and stearoyl-CoA desaturase gene expression and enzyme activity in adipose tissue of short- and long-fed Angus and Wagyu steers fed corn- or hay-based diets. J Anim Sci 85:380–387
Crouse JD, Cundiff LV, Koch RM, Koohmaraie M, Seideman SC (1989) Comparisons of and inheritance for carcass beef characteristics and meat palatability. J Anim Sci 67:2661–2668
Cundiff LV (2004) Beef cattle: breeds and genetics. In: Pond WG, Bell AW (eds) Encyclopedia of animal science. Cornell University, Ithaca, pp 800–830
De Smet S, Raes K, Demeyer D (2004) Meat fatty acid composition as affected by fatness and genetic factors: a review. Anim Res EDP Sci 53(2):81–98
Ekine-Dzivenu C, Chen L, Vinsky M, Aldai N, Dugan MER, Mcallister TA et al (2014) Estimates of genetic parameters for fatty acids in brisket adipose tissue of Canadian commercial crossbred beef steers. Meat Sci 96:1517–1526
Folch J, Lees M, Sloane-Stanley GH (1957) A simple method for the isolation and purification of total lipids from animal tissues. J Biol Chem 226:497–509
French P, O’Riordan EG, Monahan FJ, Caffrey PJ, Vidal M, Mooney MT et al (2000) Meat quality of steers finished on autumn grass, grass silage or concentrate-based diets. Meat Sci 56:173–180
Givens DI (2005) The role of animal nutrition in improving the nutritive value of animal-derived foods in relation to chronic disease. Proc Nutr Soc 64:395–402
Hirata MH, Hirata RDC (2002) Transporte de ácidos graxos no plasma. In: Curi R, Pompéia C, Miyasaka CK, Procópio J (eds) Entendendo a gordura: ácidos graxos. Barueri, São Paulo, pp 61–72
Holloway JW, Savell JW, Hamby PL, Baker JF, Stouffer JR (1990) Relationships of empty-body composition and fat distribution to live animal and carcass measurements in Bos indicus–Bos taurus crossbred cows. J Anim Sci 68(7):1818–1826
Huerta-Leidenz NO, Cross HR, Savell JW, Lunt DK, Baker JF, Pelton LS et al (1993) Comparison of the fatty acid composition of subcutaneous adipose tissue from mature Brahman and Hereford cows. J Anim Sci 71:625–630
Huerta-Leidenz NO, Cross HR, Savell JW, Lunt DK, Baker JF, Smith SB (1996) Fatty acid composition of subcutaneous adipose tissue from male calves at different stages of growth. J Anim Sci 74:1256–1264
Inoue K, Kobayashi M, Shoji N, Kato K (2011) Genetic parameters for fatty acid composition and feed efficiency traits in Japanese Black cattle. Animal 5:987–994
Ip C (1997) Review of the effects of trans fatty acids, oleic acid, n-3 polyunsaturated fatty acids, and conjugated linoleic acid on mammary carcinogenesis in animals. Am J Clin Nutr 66:1523S–1529S
Katan MB, Zock PL, Mensink RP (1994) Effects of fats and fatty acids on blood lipids in humans: an overview. Am J Clin Nutr 60:1017S–1022S
Kelly MJ, Tume RK, Newman S, Thompson JM (2013) Genetic variation in fatty acid composition of subcutaneous fat in cattle. Anim Prod Sci 53:129–133
Kramer JKG, Fellner V, Dugan MER, Sauer FD, Mossoba MM, Yurawecz MP (1997) Evaluating acid and base catalysts in the methylation of milk and rumen fatty acids with special emphasis on conjugated dienes and total trans fatty acids. Lipids 32:1219–1228
Malau-Aduli AEO, Siebert BD, Bottema CDL, Pitchford WS (1997) A comparison of the fatty acid composition of triacylglycerols in adipose tissue from Limousin and Jersey cattle. Aust J Agric Res 48:715–722
Malau-Aduli AEO, Siebert BD, Bottema CDK, Pitchford WS (1998) Breed comparison of the fatty acid composition of muscle phospholipids in Jersey and Limousin cattle. J Anim Sci 76:766–773
Mensink RP, Katan MB (1992) Effect of dietary fatty acids on serum lipids and lipoproteins. A meta-analysis of 27 trials. Arterioscler Thromb 12:911–919
Metz PAM, Menezes LFG, Santos AP, Brondani IL, Restle J, Lanna DPD (2009) Perfil de ácidos graxos na carne de novilhos de diferentes idades e grupos genéticos terminados em confinamento. Rev Bras Zootec 38(3):523–531
Meyer K, Houle D (2013) Sampling based approximation of confidence intervals for functions of genetic covariance matrices. Proc Assoc Adv Anim Breed Genet 20:523–526
Mills EW, Comerford JW, Hollender R, Harpster HW, House B, Henning WR (1992) Meat composition and palatability of Holstein and beef steers as influenced by forage type and protein source. J Anim Sci 70:2446–2451
Misztal I, Tsuruta S, Strabel T, Auvray B, Druet T, Lee DH (2002) BLUPF90 and related programs (BGF90). In: Proceedings of the 7th World Congress on Genetics Applied to Livestock Production; August 19–23, 2002, Montpellier, France. Communication No 28-07
Newman RE, Bryden WL, Fleck E, Ashes JR, Storlien LH, Downing JA (2002) Dietary n-3 and n-6 fatty acids alter avian metabolism: molecular-species composition of breast-muscle phospholipids. Br J Nutr 88:19–28
Nogi T, Honda T, Mukai F, Okagaki T, Oyama K (2011) Heritabilities and genetic correlations of fatty acid compositions in longissimus muscle lipid with carcass traits in Japanese Black cattle. J Anim Sci 89:615–621
Pensel N (1998) The future of red meat in human diets. Nutr Abstr Rev (Series A) 68:1–4
Pereira ASC, Baldi F, Sainz RD, Utembergue BL, Chiaia HLJ, Magnabosco CU et al (2014) Growth performance, and carcass and meat quality traits in progeny of Poll Nellore, Angus and Brahman sires under tropical conditions. Anim Prod Sci 55(10):1295–1302. doi:10.1071/AN13505
Perry D, Nicholls PJ, Thompson JM (1998) The effect of sire breed on the melting point and fatty acid composition of subcutaneous fat in steers. J Anim Sci 76:87–95
Pinto LFB, Ferraz JBS, Meirelles FV, Eler JP, Rezende FM, Carvalho ME et al (2010) Association of SNPs on CAPN1 and CAST genes with tenderness in Nellore cattle. Genet Mol Res 9(3):1431–1442
Pitchford WS, Deland MPB, Siebert BD, Malau-Aduli AEO, Bottema CDK (2002) Genetic variation in fatness and fatty acid composition of crossbred cattle. J Anim Sci 80:2825–2832
Prado IN, Moreira FB, Matsushita M, Souza NE (2003) Longissimus dorsi fatty acids composition of Bos indicus and Bos indicus × Bos taurus crossbred steers finished in pasture. Braz Arch Biol Technol 46:601–608
Riley DG, Chase CC Jr, Hammond AC, West RL, Johnson DD, Olson TA et al (2002) Estimated genetic parameters for carcass traits of Brahman cattle. J Anim Sci 80:955–962
Rossato LV, Bressan MC, Rodrigues EC, Gama LT, Bessa RJB, Alves SPA (2010) Parâmetros físico-químicos e perfil de ácidos graxos da carne de bovinos Angus e Nelore terminados em pastagem. Rev Bras Zootec 39(5):1127–1134
Rubiano GAG, Arrigoni MD, Martins CL, Rodrigues É, Gonçalves HC, Angerami CN (2009) Desempenho, características de carcaça e qualidade da carne de bovinos superprecoces das raças Canchim, Nelore e seus mestiços. Rev Bras Zootec 38(12):2490–2498
Rule DC, Macneil MD, Short RE (1997) Influence of sire growth potential, time on feed, and growing-finishing strategy on cholesterol and fatty acids of the ground carcass and Longissimus muscle of beef steers. J Anim Sci 75:1525–1533
Schutt KM, Arthur PF, Burrow HM (2009) Brahman and Brahman crossbred cattle grown on pasture and in feedlots in subtropical and temperate Australia. 3. Feed efficiency and feeding behaviour of feedlot-finished animals. Anim Prod Sci 49:452–460
Siebert BD, Deland MP, Pitchford WS (1996) Breed differences in the fatty acid composition of subcutaneous and intramuscular lipid of early and late maturing, grain-finished cattle. Aust J Agric Res 47:943–952
Silva SL, Leme PR, Pereira ASC, Putrino SM (2003) Correlations among carcass characteristics taken by ultrasound and after slaughter in Nellore steers fed high concentrate diets. Rev Bras Zootec 32(5):1236–1242
Simopoulos AP (2008) The importance of the omega-6/omega-3 fatty acid ratio in cardiovascular disease and other chronic diseases. Exp Biol Med (Maywood) 233(6):674–688
Smith T, Domingue JD, Paschal JC, Franke DE, Bidner TD, Whipple G (2007) Genetic parameters for growth and carcass traits of Brahman steers. J Anim Sci 85:1377–1384
Tapiero H, Ba GN, Couvreur P, Tew KD (2002) Polyunsaturated fatty acids (PUFA) and eicosanoids in human health and pathologies. Biomed Pharmacother 56:215–222
Tatum JD, Smith GC, Carpenter ZL (1982) Interrelationships between marbling, subcutaneous fat thickness and cooked beef palatability. J Anim Sci 54(4):777–784
VanRaden PM, Van Tassell CP, Wiggans GR, Sonstegard TS, Schnabel RD, Taylor JF et al (2009) Invited review: reliability of genomic predictions for North American Holstein bulls. J Dairy Sci 92:16–24
Vitezica ZG, Aguilar I, Misztal I, Legarra A (2011) Bias in genomic predictions for populations under selection. Genet Res (Camb) 93:357–366
Wheeler TL, Shackelford SD, Koohmaraie M (1995) Standardized Warner–Bratzler shear force procedures for meat tenderness measurement. Roman L. Hruska U.S. Meat Animal Research Center (MARC). Agricultural Research Service (ARS), USDA, Clay Center, NE
Wood JD, Enser M, Fisher AV, Nute GR, Sheard PR, Richardson RI et al (2008) Fat deposition, fatty acid composition and meat quality: A review. Meat Sci 78:343–358
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This research was supported by the Sao Paulo Research Foundation (2009/16118-5, 2011/21241-0 and 2012/23979-0).
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All procedures performed in studies involving animals were in accordance with the ethical standards of the Faculty of Agrarian and Veterinarian Science, Sao Paulo State University (UNESP).
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Communicated by: Maciej Szydlowski
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Feitosa, F.L.B., Olivieri, B.F., Aboujaoude, C. et al. Genetic correlation estimates between beef fatty acid profile with meat and carcass traits in Nellore cattle finished in feedlot. J Appl Genetics 58, 123–132 (2017). https://doi.org/10.1007/s13353-016-0360-7
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DOI: https://doi.org/10.1007/s13353-016-0360-7