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Flavor Intrinsic Character

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Red Meat Science and Production

Abstract

People prefer one meat over another, not in terms of its superiority in terms of aroma, visual appearance, tenderness, or juiciness but primarily on how it tastes. Savoriness or flavor is often the characteristic that draws a consumer to a meat product. Flavor is a complex sensory trait. This chapter presents a review of the scientific literature concerning the factors contributing to the complexity of flavor. These factors include the following: (1) flavor is possibly the most subjectively sensed trait; (2) flavor can be viewed as a two-sided sensory event, represented on the good side as robustness of meaty flavor and alternatively on the dark side as an array of off-flavors; (3) people vary in their ability to detect flavor and in their perception of what flavor is desirable; (4) the flavor of red meat is created during the cooking process, and all the chemistry inherent in the raw meat contribute to this sensory characteristic; and (5) the intrinsic flavor of cooked meat can be enhanced or masked by the spices and flavor amendments used during cooking and preparation. This chapter presents the state of the science concerning the complex trait of red meat flavor and draws inferences concerning means to create flavors distinctive to the palates of an array of consumer preferences.

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References

  • Acheson, R.J., D.R. Woerner, and J.D. Tatum. 2014. Effects of USDA carcass maturity on sensory attributes of beef produced by greain finished steers and heifers classified as less than 30 months old using dentition. Journal of Animal Science 92: 1792–1799.

    Article  CAS  PubMed  Google Scholar 

  • Adams, N.J., G.C. Smith, and Z.L. Carpenter. 1982. Performance, carcass and palatability characteristics of Longhorn and other types of cattle. Meat Science 7: 67–79.

    Article  CAS  PubMed  Google Scholar 

  • Adams, T.H., R.L. Walzem, D.R. Smith, S. Tseng, and S.B. Smith. 2010. Hamburger high in total saturated and trans-fatty acids decreases HDL cholesterol and LDL particle diameter, and increases plasma TAG, in mildly hypercholesterolaemic men. British Journal of Nutrition 103: 91–98.

    CAS  Google Scholar 

  • Adhikari, K., E.I.V. Chambers, R. Miller, R.L. Vázquez-Araújo, N. Bhumiratana, and C. Philip. 2011. Development of a lexicon for beef flavor in intact muscle. Journal of Sensory Studies 26: 413–420.

    Article  Google Scholar 

  • Akinwunmi, I., L. Thompson, and C. Ramsey. 1993. Marbling, fat trim and doneness effects on sensory attributes, cooking loss and composition of cooked beef steaks. Journal of Food Science 58: 242–244.

    Article  Google Scholar 

  • Aloia, L., B. Di stefano, and L. Di Croce. 2013. Polycomb complexes in stem cells and embryonic development. Development 140: 2525–2534.

    Article  CAS  PubMed  Google Scholar 

  • Amengual, J., J. Ribot, M.L. Bonet, and A. Palou. 2008. Retinoic acid treatment increases lipid oxidation capacity in skeletal muscle of mice. Obesity 16: 585–591.

    Article  CAS  PubMed  Google Scholar 

  • Amengual, J., P. Petrov, M.L. Bonet, J. Ribot, and A. Palou. 2012. Induction of carnitine palmitoyl transferases 1 and fatty acid oxidation by retinoic acid in HepG2 cells. Internaltional Journal of Biochemistry and Cell Biology 44: 2019–2027.

    Article  CAS  Google Scholar 

  • Ames, J.M., R.C.E. Guy, and G.J. Kipping. 2001. Effect of pH and temperature on the formation of volatile compounds in cysteine/reducing sugar/starch mixtures during extrusion cooking. Journal of Agricultural and Food Chemistry 49: 1885–1894.

    Article  CAS  PubMed  Google Scholar 

  • Anderson, P., and J. Gleghorn. 2007. Non-genetic factors that affect quality grade of fed cattle. In Proceedings of Beef Improvement Federation 39th Annual Research Symposium Annual Meeting, Fort Collins. 31–43.

    Google Scholar 

  • Arnett, A.M., M.E. Dikeman, M.J. Daniel, K.C. Olson, J. Jaeger, and J. Perrett. 2009. Effects of vitamin A supplementation and weaning age on serum and liver retinol concentrations, carcass traits, and lipid composition in market beef cattle. Meat Science 81: 596–606.

    Article  CAS  PubMed  Google Scholar 

  • Aruoma, O.I., B. Halliwell, R. Aeschbach, and J. Löligers. 1992. Antioxidant and prooxidant properties of active rosemary constituents: Carnosol and carnosic acid. Xenobiotica 22: 257–268.

    Article  CAS  PubMed  Google Scholar 

  • Avram, M.M., A.S. Avram, and W.D. James. 2007. Subcutaneous fat in normal and diseased states 3 Adipogenesis: From stem cell to fat cell. Journal- American Academy of Dermatology 56: 472–492.

    Article  Google Scholar 

  • Azain, M.J. 2004. Role of fatty acids in adipocyte growth and development. Journal of Animal Science 82: 916–924.

    Article  CAS  PubMed  Google Scholar 

  • Ba, H.V., K.S. Ryu, N.T.K. Lan, and I. Hwang. 2013. Influence of particular breed on meat quality parameters, sensory characteristics, and volatile components. Food Science and Biotechnology 22: 651–658.

    Article  CAS  Google Scholar 

  • Bailey, M.E., J. Suzuki, L.N. Fernando, H.A. Swartz, and R.W. Purchas. 1994. Influence of finishing diets on lamb flavor. Lipids in food flavors. ACS Symposium Series 558. 12:170–185. Washington DC: American Chemistry Society.

    Google Scholar 

  • Barendse, W., R.J. Bunch, and B.E. Harrison. 2010. The effect of variation at the retinoic acid receptor-related orphan receptor C gene on intramuscular fat percent and marbling score in Australian cattle. Journal of Animal Science 88: 47–51.

    Article  CAS  PubMed  Google Scholar 

  • Barker, D.J. 1995. Intrauterine programming of adult disease. Molecular Medicine Today 1: 418–423.

    Article  CAS  PubMed  Google Scholar 

  • Barreto, G., A. Schafer, J. Marhold, D. Stach, S.K. Swaminathan, V. Handa, et al. 2007. Gadd45a promotes epigenetic gene activation by repair-mediated DNA demethylation. Nature 445: 671–675.

    Article  CAS  PubMed  Google Scholar 

  • Behrends, J.M., K.J. Goodson, M. Koohmaraie, S.D. Shackleford, T.L. Wheeler, W.W. Morgan, and J.W. Savell. 2005a. Beef customer satisfaction: USDA quality grade and marination effects on consumer evaluations of top round steaks. Journal of Animal Science 83: 662–670.

    Article  CAS  PubMed  Google Scholar 

  • Behrends, J.M., K.J. Goodson, M. Koohmaraie, S.D. Shackleford, T.L. Wheeler, W.W. Morgan, J.O. Reagan, B.L. Gwartney, J.W. Wise, and J.W. Savell. 2005b. Beef customer satisfaction: Factors affecting consumer evaluations of calcium chloride-injected top sirloin steaks when given instructions for preparation. Journal of Animal Science 83: 2869–2875.

    Article  CAS  PubMed  Google Scholar 

  • Belitz, H.D., W. Grosch, and P. Schieberle. 2009. Food Chem. Berlin: Springer.PG.

    Google Scholar 

  • Bender, A.E., and P.E. Ballance. 1961. A preliminary examination of the flavour of meat extract. Journal of the Science of Food and Agriculture 12: 683–687.

    Article  CAS  Google Scholar 

  • Berg, R.T. and R.M. Butterfield. 1976. New concepts of cattle growth. Sydney University Press, University of Sydney Australia. p 29.

    Google Scholar 

  • Bernstein, B.E., T.S. Mikkelsen, X. Xie, M. Kamal, D.J. Huebert, J. Cuff, and E.S. Lander. 2006. A bivalent chromatin structure marks key developmental genes in embryonic stem cells. Cell 125: 315–326.

    Article  CAS  PubMed  Google Scholar 

  • Berry, D.C., and N. Noy. 2009. All-trans-retinoic acid represses obesity and insulin resistance by activating both peroxisome proliferation-activated receptor β/δ and retinoic acid receptor. Molecular and Cellular Biology 29: 3286–3296.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Berry, B.W., K.F. Leddy, J. Bond, T.S. Rumsey, and A.C. Hammond. 1988. Effects of silage diets and electrical stimulation on the palatability, cooking and pH characteristics of beef loin steaks. Journal of Animal Science 66: 882–890.

    Article  Google Scholar 

  • Berry, D.C., H. Soltanian, and N. Noy. 2010. Repression of cellular retinoic acid-binding protein II during adipocyte differentiation. The Journal of Biological Chemistry 285: 15324–15332.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Berry, D.C., D. DeSantis, H. Soltanian, C.M. Croniger, and N. Noy. 2012. Retinoic acid upregulates preadipocyte genes to block adipogenesis and suppress diet-induced obesity. Diabetes 61: 1112–1121.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Bidner, T.D., N.R. Schupp, A.B. Mohamad, N.C. Rumore, R.E. Montgomery, C.P. Bagley, and K.W. Mc Millin. 1986. Acceptability of beef from Angus-Hereford or Angus-Hereford-Brahman steers finished on all forage or a high energy diet. Journal of Animal Science 62: 381–387.

    Google Scholar 

  • Blackmon, T., R.K. Miller, C. Kerth, and S.B. Smith. 2015. Ground beef patties prepared from brisket, flank and plate have unique fatty acid and sensory characteristics. Meat Science 103: 46–53.

    Article  CAS  PubMed  Google Scholar 

  • Blumberg, J.M., I. Tzameli, I. Astapova, F.S. Lam, J.S. Flier, and A.N. Hollenberg. 2006. Complex role of the vitamin D receptor and its ligand in adipogenesis in 3T3-L1 cells. The Journal of Biological Chemistry 281: 11205–11213.

    Article  CAS  PubMed  Google Scholar 

  • Bognar, A. 1998. Comparative study of frying to other cooking techniques influence on the nutritive value. Grasas y Aceites 49: 250–260.

    Article  Google Scholar 

  • Boles, J.A., and J.E. Swan. 2002. Processing and sensory characteristics of cooked roast beef:effect of breed, age, gender and storage conditions. Meat Science 62: 419–427.

    Article  CAS  PubMed  Google Scholar 

  • Bonnet, M., I. Cassar-Malek, Y. Chillard, and B. Picard. 2010. Ontogenesis of muscle and adipose tissues and their interaction in ruminants and other species. Animals 4: 1093–1109.

    CAS  Google Scholar 

  • Borengasser, S.J., Y. Zhong, P. Kang, F. Lindsey, M.J. Ronis, T.M. Badger, et al. 2013. Maternal obesity enhances white adipose tissue differentiation and alters genome-scale DNA methylation in male rat offspring. Endocrinology 154: 4113–4125.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Bost, F., L. Caron, I. Marchetti, C. Dani, Y. Le Marchand-Brustel, and B. Binétruy. 2002. Retinoic acid activation of the ERK pathway is required for embryonic stem cell commitment into the adipocyte lineage. The Biochemical Journal 361: 621–627.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Bowling, R.A., G.C. Smith, Z.L. Carpenter, T.R. Dutson, and W.M. Oliver. 1977. Comparison of forage finished and grain-finished beef carcasses. Journal of Animal Science 45: 209.

    Article  Google Scholar 

  • Bowling, R.A., J.K. Riggs, G.C. Smith, Z.L. Carpenter, R.L. Reddish, and O.D. Butler. 1978. Production, carcass and palatability characteristics of steers produced by different management systems. Journal of Animal Science 46: 333–340.

    Article  Google Scholar 

  • Braghieri, A., C. Pacelli, N. Piazzolla, A. Girolami, and F. Napolitano. 2013. Eating quality of beef from free-range and confined Podolian young bulls. Journal of Animal Science 91: 5885–5893.

    Article  CAS  PubMed  Google Scholar 

  • Brennand, C.P., and R.C. Lindsay. 1992. Distribution of volatile branched-chain fatty-acids in various lamb tissues. Meat Science 31: 411–421.

    Article  CAS  PubMed  Google Scholar 

  • Bressan, M.C., L.V. Rossato, E.C. Rodrigues, S.P. Alves, R.J.B. Bessa, E.M. Ramos, and L.T. Gama. 2011. Genotype × environment interactions for fatty acid profiles in Bos indicus and Bos taurus finished on pasture or grain. Journal of Animal Science 89: 221–232.

    Article  CAS  PubMed  Google Scholar 

  • Brewer, M.S. 2011. Natural antioxidants: Sources, compounds, mechanisms of action, and potential applications. Comprehensive Reviews in Food Science and Food Safety 10: 221–247.

    Article  CAS  Google Scholar 

  • Brickler, J.E. 2000. The effect of carcass weight, yield grade, quality grade, and cooking method on physical attributes, Warner Bratzler Shear Force, and sensory panel characteristics on muscles of the beef chuck and round. Masters Thesis, University of Florida, Gainesville, FL.

    Google Scholar 

  • Broncano, J.M., M.J. Petrón, V. Parra, and M.L. Timón. 2009. Effect of different cooking methods on lipid oxidation and formation of free cholesterol oxidation products (COPs) in Latissimus dorsi muscle of Iberian pigs. Meat Science 83: 431–437.

    Article  CAS  PubMed  Google Scholar 

  • Brooks, M.A., C.W. Choi, D.K. Lunt, H. Kawachi, and S.B. Smith. 2011. Subcutaneous and intramuscular adipose tissue stearoil-coenzyme A desaturase gene expression and fatty acid composition in calf- and yearling-fed Angus steers. Journal of Animal Science 89: 2556–2570.

    CAS  PubMed  Google Scholar 

  • Brown, H.G., S.L. Mlton, M.J. Riemann, and W.R. Backus. 1979. Effects of energy intake and food source on chemical changes and flavor of ground beef during frozen storage. Journal of Animal Science 48: 338–347.

    CAS  Google Scholar 

  • Brugiapaglia, A., and G. Destefanis. 2012. Effect of cookingmethod on the nutritional value of Piedmontese beef. Meat Science 92: 165–301.

    Article  Google Scholar 

  • Bruns, K.W., R.H. Pritchard, and D.L. Boggs. 2004. The relationships among body weight, body composition, and intramuscular fat content in steers. Journal of Animal Science 82: 1315–1322.

    Article  CAS  PubMed  Google Scholar 

  • Bryant, T.C., J.J. Wagner, J.D. Tatum, M.L. Galyean, R.V. Anthony, and T.E. Engle. 2010. Effect of dietary supplemental vitamin A concentration on performance, carcass merit, serum metabolites, and lipogenic enzyme activity in yearling beef steers. Journal of Animal Science 88: 1463–1478.

    Article  CAS  PubMed  Google Scholar 

  • Buettner, A., C. Beer, M. Hannig, M. Settles, and P. Schieberle. 2002. Physiological and analytical studies on flavor perception dynamics as induced by eating and swallowing process. Food Quality and Preference 13: 497–504.

    Article  Google Scholar 

  • Bumpus, E.K., J.E. Sawyer, T.D.A. Forbes, B.G. Warrington, and J.W. Holloway. 2005. Influence of acetagenic versus propiogenic supplements on adipose tissue accretion in stocker steers grazing ryegrass pastures. Beef Cattle Research in Texas, Department of Animal Science, TAMU, ge Sta. TX 2005:31–34.

    Google Scholar 

  • Butterfield, D.A., and E.R. Stadtman. 1997. Protein oxidation processes in aging brain. Advances Cell Aging and Gerontology 2: 161–191.

    Article  CAS  Google Scholar 

  • Byrnea, D.V., W.L.P. Brediea, D.S. Mottram, and M. Martens. 2002. Sensory and chemical investigations on the effect of oven cooking on warmed-over flavour development in chicken meat. Meat Science 61: 127–139.

    Article  Google Scholar 

  • Calkins, C.R., and J.M. Hodgen. 2007. A fresh look atmeat flavour. Meat Science 77: 63–80.

    Article  CAS  PubMed  Google Scholar 

  • Calkins, C.R., T.R. Duston, G.C. Smith, Z.L. Carpenter, and G.W. Davis. 1981. Relationship of fiber type composition to marbling and tenderness of bovine muscle. Journal of Food Science 46: 708–715.

    Article  Google Scholar 

  • Camfield, P.K., A. Brown Jr., P.K. Lewis, L.Y. Rakes, and Z.B. Johnson. 1997. Effects of frame size and time on feed on carcass characteristics, sensory attributes, and fatty acid profiles of steers. Journal of Animal Science 75: 1837–1844.

    Article  CAS  PubMed  Google Scholar 

  • Campo, M.M., C. Sanudo, B. Panea, P. Albert, and P. Santolaria. 1999. Breed type and aging time effects on sensory characteristics of beef strip loin steaks. Meat Science 51: 383–390.

    Article  CAS  PubMed  Google Scholar 

  • Campo, M.M., G.R. Nute, J.D. Wood, S.J. Elmore, D.S. Mottram, and M. Enser. 2003. Modeling the effect of fatty acids in odour development of cooked meat in vitro: Part I—sensory perception. Meat Science 63: 367–375.

    Article  CAS  PubMed  Google Scholar 

  • Campo, M.M., G.R. Nute, S.I. Hughes, M. Enser, J.D. Wood, and R.I. Richardson. 2006. Flavour perception of oxidation in beef. Meat Science 72: 303–311.

    Article  CAS  PubMed  Google Scholar 

  • Candek-Potokar, M., B. Zlender, L. Lefaucheur, and M. Bonneau. 1998. Effects of age and/ or weight at slaughter on longissimus dorsi muscle: Biochemical traits and sensory quality in pigs. Meat Science 48: 287–300.

    Article  CAS  PubMed  Google Scholar 

  • Carmack, C.F., C.T. Kastner, M.E. Dikeman, J.R. Schwerke, and C.M. Garcia-Zepeda. 1993. Sensory evaluation of beef flavor intensity, tenderness, and juiciness among major muscles. Meat Science 39: 143–147.

    Article  Google Scholar 

  • Carrapiso, A.I. 2007. Effect of fat content on flavour release from sausages. Food Chemistry 103: 396–403.

    Article  CAS  Google Scholar 

  • Carter, J.N., P.A. Ludden, M.S. Kerley, M. Ellersieck, W.O. Herring, and E. Berg. 2002. Intramuscular fat deposition in steers is accelerated at a set body weight. The Professional Animal Scientists 18: 135–140.

    Article  Google Scholar 

  • Cerny, C., and W. Grosch. 1992. Evaluation of potent odorants in roasted beef by aromaextract dilution analysis. Zeitschrift für Lebensmittel-Untersuchung und -Forschung 194: 322–325.

    Article  CAS  Google Scholar 

  • Chambaz, A., M.R.L. Scheeder, M. Kreuzerb, and P.A. Dufey. 2003. Meat quality of Angus, Simmental, Charolais and Limousin steers compared at the same intramuscular fat content. Meat Science 63: 491–500.

    Article  CAS  PubMed  Google Scholar 

  • Chang, M.L., P.J. Artymiuk, X. Wu, S. Hollán, A. Lammi, and L.E. Maquat. 1993. Human triosephosphate isomerase deficiency resulting from mutation of Phe-240. American Journal of Human Genetics 52: 1260–1269.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Chen, J., and C.T. Ho. 1998. The flavour of pork. In Flavor of meat, meat products and seafoods, ed. F. Shahidi, 62–83. London: Blackie Academic Professional.

    Google Scholar 

  • Chevance, F.F.V., and L.J. Farmer. 1999. Release of volatile odor compounds from full and low-fat frankfurters. Journal of Agricultural and Food Chemistry 47: 5161–5168.

    Article  CAS  PubMed  Google Scholar 

  • Chevance, F.F.V., L.J. Farmer, E.M. Desmond, E. Novelli, D.J. Troy, and R. Chizzolini. 2000. Effects of some fat replacers on the release of volatile aroma compounds from low-fat meat products. Journal of Agricultural and Food Chemistry 48: 3476–3484.

    Article  CAS  PubMed  Google Scholar 

  • Childs, K.D., D.W. Goad, M.F. Allan, D. Pomp, C. Krehbiel, R.D. Geisert, and J.R. Malayer. 2002. Differential expression of NAT1 translational repressor during development of bovine intramuscular adipocytes. Physiological Genomics 10: 49–56.

    Article  CAS  PubMed  Google Scholar 

  • Choat, W.T., C.R. Krehbiel, G.C. Duff, R.E. Kirksey, L.M. Lauriault, J.D. Rivera, B.M. Capitan, D.A. Walker, G.B. Donart, and C.L. Goad. 2003. Infl uence of grazing dormant native range or winter wheat pasture on subsequent fi nishing cattle performance, carcass characteristic, and ruminal metabolism. Journal of Animal Science 81: 3191–3201.

    Article  CAS  PubMed  Google Scholar 

  • Choi, S.H., G.O. Gang, J.E. Sawyer, B.J. Johnson, K.H. Kim, C.W. Choi, and S.B. Smith. 2013. Fatty acid biosynthesis and lipogenic enzyme activities in subcutaneous adipose tissue of feedyard steers fed supplementary palm oil or soybean oil. Journal of Animal Science 91: 2091–2098.

    Article  CAS  PubMed  Google Scholar 

  • Chriki, S., G.E. Gardner, C. Jurie, B. Picard, D. Micol, J.P. Brun, L. Journaux, and J.F. Hocquette. 2012b. Cluster analysis application in search ofmuscle biochemical determinants for beef tenderness. BMC Biochemistry 13: 29.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Christensen, S., and P.P. Purslow. 2016. The role of matrix metalloproteinases in muscle and adipose tissue development and meat quality: A review. Meat Science 119: 138–146.

    Article  CAS  PubMed  Google Scholar 

  • Church, D.C. 1988. The ruminant animal. Digestive physiology and nutrition, 401–420. Englewood Cliffs: Prentice Hall.

    Google Scholar 

  • Cianzio, D.S., D.G. Topel, G.B. Whitehurst, D.C. Beitz, and H.L. Self. 1985. Adipose tissue growth and cellularity: Changes in bovine adipocyte size and number. Journal of Animal Science 60: 970–976.

    Article  CAS  PubMed  Google Scholar 

  • Clarke, N.F., B. Ilkovski, S. Cooper, V.A. Valova, P.J. Robinson, I. Nonaka, and K. North. 2007. The pathogenesis of ACTA1-related congenital fiber type disproportion. Annals of Neurology 61: 552–561.

    Article  CAS  PubMed  Google Scholar 

  • Coleman, S.W., R.H. Gallavan, C.B. Williams, W.A. Phillips, J.D. Volesky, S. Rodriguez, and G.L. Bennett. 1995. Silage or limitfed grain growing diets for steers: I. Growth and carcass quality. Journal of Animal Science 73: 2609–2620.

    Article  CAS  PubMed  Google Scholar 

  • Colle, M.J., R.P. Richard, K.M. Killinger, J.C. Bohlscheid, A.R. Gray, W.I. Loucks, R.N. Day, A.S. Cochran, J.A. Nasados, and M.E. Doumit. 2015. Influence of extended aging on beef quality characteristics and sensory perception of steaks from the gluteus medius and longissimus lumborum. Meat Science 110: 32–39.

    CAS  PubMed  Google Scholar 

  • ———. 2016. Influence of extended aging on beef quality characteristics and sensory perception of steaks from the biceps femoris and semimembranosus. Meat Science 119: 110–117.

    CAS  PubMed  Google Scholar 

  • Cook, W.S., A.V. Yeldandi, M.S. Rao, T. Hashimoto, and J.K. Reddy. 2000. Less extrahepatic induction of fatty acid beta-oxidation enzymes by PPAR alpha. Biochemical and Biophysical Research Communications 278: 250–257.

    Article  CAS  PubMed  Google Scholar 

  • Corbin, C.H., T.G. O’Quinn, A.J. Garmyn, J.F. Legak, M.R. Hunt, T.T.N. Dinh, R.J. Rathmann, J.C. Brooks, and M.F. Miller. 2015. Sensory evaluation of tender beef strip loin steaks of varying marbling levels and quality treatments. Meat Science 100: 24–31.

    Article  CAS  PubMed  Google Scholar 

  • Cornu, A., N. Kondjoyan, J.P. Frencia, and J.L. Berdague. 2001. Deciphering the message from volatile components of fat tissues. Viandes Product Carnes 22: 35–38.

    Google Scholar 

  • Cosentino, E., A. Girolatni, A. Pelosi, and D. Matassino. 1980. Qualitative characteristics of meat in lamb born from ewes subjected to hormonal synchronization of oestrus. Proceedings of Europ Mtg. meat res. wkrs, 286–289.

    Google Scholar 

  • Crocker, E.C. 1948. Flavor of meat. Food Research 13: 179–183.

    Article  CAS  PubMed  Google Scholar 

  • Cross, H.R., B.W. Berry, and L.H. Wells. 1980. Effects of fat level and source on the chemical, sensory, and cooking properties of ground beef patties. Journal of Food Science 45: 791–794.

    Article  Google Scholar 

  • Crouse, J.D., J.R. Busboom, R.A. Field, and C.L. Ferrell. 1981. The effects of breed, diet, sex, location and slaughter weight on lamb growth, carcass composition and meat flavor. Journal of Animal Science 57: 1146–1153.

    Article  Google Scholar 

  • Crouse, J.D., H.R. Cross, and S.C. Seideman. 1984. Effects of a grass or grain diet on the quality of three beef muscles. Journal of Animal Science 58: 619–625.

    Google Scholar 

  • Dani, C., A.G. Smith, S. Dessolin, P. Leroy, L. Staccini, P. Villageois, et al. 1997. Differentiation of embryonic stem cells into adipocytes in vitro. Journal of Cell Science 110: 1279–1285.

    CAS  PubMed  Google Scholar 

  • Dannenberger, D., G. Nuernberg, N. Scollan, W. Schabbel, H. Steinhart, K. Ender, and K. Nuernberg. 2004. Effect of diet on the deposition of n3fatty acids, conjugated linoleic acid and C18:1trans fatty acid isomers in muscle lipids of German Holstein bulls. Journal of Agricultural and Food Chemistry 52: 6607–6615.

    CAS  PubMed  Google Scholar 

  • Dannenberger, D., K. Nuernberg, G. Nuernberg, N. Scollan, H. Steinhart, and K. Ender. 2005. Effect of pasture vs. concentrate diet on CLA isomer distribution in different tissue lipids of beef cattle. Lipids 40: 589–598.

    CAS  PubMed  Google Scholar 

  • Davenport, R.C., P.A. Bash, B.A. Seaton, M. Karplus, G.A. Petsko And, and D. Ringe. 1991. Structure of the triosephosphate isomerase-phosphoglycolohydroxamate complex: An analogue of the intermediate on the reaction pathway. The Biochemist 30: 5821–5826.

    Article  CAS  Google Scholar 

  • Davis, G.W., A.B. Cole, W.R. Backus, and S.L. Melton. 1981. Effect of electrical stimulation on carcass quality and meat palatability of beef from forage and grain finished steers. Journal of Animal Science 53: 651–657.

    Article  Google Scholar 

  • De Smet, S., K. Raes, and D. Demeyer. 2004. Meat fatty acid composition as affected by fatness and genetic factors: A review. Animal Research 53: 81–98.

    Article  CAS  Google Scholar 

  • de The, H., M.M. Vivanco-Ruiz, P. Tiollais, H. Stunnenberg, and A. Dejean. 1990. Identification of a retinoic acid responsive element in the retinoic acid receptor beta gene. Nature 343: 177–180.

    Article  PubMed  Google Scholar 

  • Descalzo, A.M., E.M. Insani, A. Biolatte, A.M. Sancho, P.T. Garcia, N.A. Pensel, and J.A. Josifovich. 2005. Influence of pasture or grain based diets supplemented with vitamin E on antioxidant/oxidative balance of Argentine beef. Meat Science 70: 35–44.

    Article  CAS  PubMed  Google Scholar 

  • Dikeman, M.E., E.J. Pollak, Z. Zhang, D.W. Moser, C.A. Gill, and E.A. Dressler. 2005. Phenotypic ranges and relationships among carcass and meat palatability traits for fourteen cattle breeds, and heritabilities and expected progeny differences for Warner-Bratzler shear force in three beef cattle breeds. Journal of Animal Science 83: 2461–2467.

    Article  CAS  PubMed  Google Scholar 

  • Dinh, T.T.N., J.R. Blanton Jr., D.G. Riley, C.C. Chase Jr., S.W. Coleman, W.A. Phillips, J.C. Brooks, M.F. Miller, and L.D. Thompson. 2010. Intramuscular fat and fatty acid composition of longissimus muscle from divergent pure breeds of cattle. Journal of Animal Science 88: 756–766.

    Article  CAS  PubMed  Google Scholar 

  • Drey, L.N., L.L. Prill, B.A. Olson, E.A. Rice, J.M. Gonzalez, J.L. Vipham, T.A. Houser, E.A.E. Boyle, and T.G. O’Quinn. 2019. Evaluation of marbling and enhancement’s abilities to compensate for reduced beef palatability at elevated degrees of doneness. Journal of Animal Science 97: 669–686.

    Article  PubMed  Google Scholar 

  • Drumm, T.D., and A.M. Spanier. 1991. Changes in the content of lipid autoxidation and Sulfurcontaining compounds in cooked beef during storage. Journal of Agricultural and Food Chemistry 39: 336–343.

    Article  CAS  Google Scholar 

  • Du, M., and M.J. Zhu. 2009. Fetal programming of skeletal muscle development. In Applied muscle biology and meat science, ed. M. Du and R.J. McCormick, 81–96. Boca Raton: CRC Press.

    Chapter  Google Scholar 

  • Du, M., J. Yin, and M.J. Zhu. 2010. Cellular signaling pathways regulating the initial stage of adipogenesis and marbling of skeletal muscle. Meat Science 86: 103–109.

    Article  CAS  PubMed  Google Scholar 

  • Du, M., J. Tong, J.F. Zhao, J. Zhao, K.R. Underwood, M. Zhu, S.P. Ford, and W. Nathanielsz. 2010a. Fetal programming of skeletal muscle development in ruminant animals. Journal of Animal Science 88: E51–E60.

    Article  CAS  PubMed  Google Scholar 

  • Du, M., Y. Huang, A.K. Das, Q. Yang, M.S. Duarte, M.V. Dodson, and M.J. Zhu. 2010b. Meat Science and Muscle Biology Symposium: Manipulating mesenchymal progenitor cell differentiation to optimize performance and carcass value of beef cattle. Journal of Animal Science 91: 1419–1427.

    Article  Google Scholar 

  • ———. 2013. Manipulating mesenchymal progenitor cell differentiation to optimize performance and carcass value of beef cattle. Journal of Animal Science 91: 1419–1427.

    Article  CAS  PubMed  Google Scholar 

  • Du, M., B. Wang, X. Fu, Q. Yang, and M.J. Zhu. 2015. Fetal programming in meat production. Meat Science 109: 40–47.

    Article  PubMed  Google Scholar 

  • Duarte, M.S., P.V.R. Paulino, A.K. Das, S. Wei, N.V.L. Serao, X. Fu, et al. 2013. Enhancement of adipogenesis and fibrogenesis in skeletal muscle of Wagyu compared with Angus cattle. Journal of Animal Science 91: 2938–2946.

    Article  CAS  PubMed  Google Scholar 

  • Dube, G., V.D. Bramblett, R.D. Howard, B.E. Homler, H.R. Johnson, R.B. Harrington, and M.D. Judge. 1971. Dietary effects on beef composition. 4. Processing and palatability attributes. Journal of Food Science 36: 147–154.

    Article  Google Scholar 

  • Dubost, A., D. Micol, B. Meunier, C. Lethias, and A. Listrat. 2013a. Relationships between structural characteristics of bovine intramuscular connective tissue assessed by image analysis and collagen and proteoglycan content. Meat Science 93: 378–386.

    Article  CAS  PubMed  Google Scholar 

  • Dubost, A., D. Micol, B. Picard, C. Lethias, D. Andueza, D. Bauchart, and A. Listrat. 2013b. Structural and biochemical characteristics of bovine intramuscular connective tissue and beef quality. Meat Science 95: 555–561.

    Article  CAS  PubMed  Google Scholar 

  • Duckett, S.K., and J.G. Andrae. 2001. Implant strategies in an integrated beef production system. Journal of Animal Science 79: E110–E117.

    Article  Google Scholar 

  • Duckett, S.K., and S.L. Pratt. 2014. Meat science and muscle biology symposium—Anabolic implants and meat quality. Journal of Animal Science 92: 3–9.

    Article  CAS  PubMed  Google Scholar 

  • Duckett, S.K., D.G. Wagner, L.D. Yates, H.G. Dolezal, and S.G. May. 1993. Effects of time on feed on beef nutrient composition. Journal of Animal Science 71: 2079–2088.

    Article  CAS  PubMed  Google Scholar 

  • Duckett, S.K., D.G. Wagner, F.N. Owens, H.G. Dolezal, and D.R. Gill. 1999. Effect of anabolic implants on beef intramuscular lipid content. Journal of Animal Science 77: 1100–1104.

    Article  CAS  PubMed  Google Scholar 

  • Duckett, S.K., J.P.S. Neel, J.P. Fontenot, and W.M. Clapham. 2009. Effects of winter stocker growth rate and finishing system on: III. Tissue proximate, fatty acid, vitamin, and cholesterol content. Journal of Animal Science 87: 2961–2970.

    Article  CAS  PubMed  Google Scholar 

  • Duckett, S.K., S. L. Pratt, and J. W. Long. 2011. Effect of anabolic implant and quality grade on lipogenic gene expression in subcutaneous adipose tissue. Journal of Animal Science 89(E-Suppl. 1):557. (Abstr.).

    Google Scholar 

  • Duckett, S.K., J.W. Long, M.D. Owens, S.E. Ellis, and S. L. Pratt. 2012. Adipocyte location and anabolic implant alter adipocyte transcriptome in steers. Journal of Animal Science 90:297. Abstr.

    Google Scholar 

  • Duckett, S.K., J.P.S. Neel, R.M. Lewis, J.P. Fontenot, and W.M. Clapham. 2013. Effects of forage species or concentrate finishing on animal performance, carcass and meat quality. Journal of Animal Science 91: 1454–1467.

    CAS  PubMed  Google Scholar 

  • Dwivedi, A., M.N. Vasavada, and D. Cornforth. 2006. Evaluation of antioxidant effects and sensory attributes of Chinese 5-spice ingredients in cooked ground beef. Journal of Food Science 71: 12–17.

    Google Scholar 

  • Eissenberg, J.C., and A. Shilatifard. 2010. Histone H3 lysine 4 (H3K4)methylation in development and differentiation. Developmental Biology 339: 240–249.

    Article  CAS  PubMed  Google Scholar 

  • Elizalde, J.C., J.D. Cremin Jr., D.B. Faulkner, and N.R. Merchen. 1998. Performance and digestion by steers grazing tall fescue and supplemented with energy and protein. Journal of Animal Science 76: 1691–1701.

    Article  CAS  PubMed  Google Scholar 

  • Ellis, M., G.M. Webster, B.G. Merrell, and I. Brown. 1997. The influence of terminal sire breed on carcass composition and eating quality of crossbred lambs. Animal Science 64: 77–86.

    Article  Google Scholar 

  • Elmore, J.S., and D.S. Mottram. 2000. Formation of 2-alkyl-(2H)-thiapyrans and 2 alkylthiophenes in cooked beef and lamb. Journal of Food Agriculture Chemistry 48: 2420–2424.

    Article  CAS  Google Scholar 

  • Elmore, J.S., D.S. Mottram, M. Enser, and J.D. Wood. 1997. Novel thiazoles and 3-thiazolines in cooked beef aroma. Journal of Agricultural and Food Chemistry 45: 3603–3607.

    Article  CAS  Google Scholar 

  • ———. 1999. Effect of the polyunsaturated fatty acid composition of beef muscle on the profile of aroma volatiles. Journal of Agricultural and Food Chemistry 47: 1619–1625.

    Article  CAS  PubMed  Google Scholar 

  • ———. 2000. The effects of diet and breed on the volatile compounds of cooked lamb. Meat Science 55: 149–159.

    Article  CAS  PubMed  Google Scholar 

  • Elmore, J.S., M.M. Campo, M. Enser, and D.S. Mottram. 2002. Effect of lipid composition on meat like model systems containing cysteine, ribose, and polyunsaturated fatty acids. Journal of Agricultural and Food Chemistry 50: 1126–1132.

    Article  CAS  PubMed  Google Scholar 

  • Elmore, J.S., H.E. Warren, D.S. Mottram, N.D. Scollan, M. Enser, R.I. Richardson, and J.D. Wood. 2004. A comparison of the aroma volatiles and fatty acid compositions of grilled beef muscle from Aberdeen Angus and HolsteinFriesian steers fed diets based on silage or concentrates. Meat Science 68: 27–33.

    Article  CAS  PubMed  Google Scholar 

  • Elmore, J.S., S.L. Cooper, M. Enser, D.S. Mottram, L.A. Sinclair, and R.G. Wilkinson. 2005. Dietary manipulation of fatty acid composition in lamb meat and its effect on the volatile aroma compounds of grilled lamb. Meat Science 69: 233–242.

    Article  CAS  PubMed  Google Scholar 

  • Emerson, M.R., D.R. Woerner, K.E. Belk, and J.D. Tatum. 2013. Effectiveness of USDA instrument-based marbling measurements for categorizing beef carcasses according to differences in longissimus muscle sensory attributes. Journal of Animal Science 91: 1024–1034.

    Article  CAS  PubMed  Google Scholar 

  • Etherington, D.J. 1987. Collagen and meat quality: Effects of conditioning and growth rate. In Advances in meat research, ed. A.M. Pearson, T.R. Dutson, and A.J. Bailey, 351–360. New York: Van Nostrand Reinhold.

    Google Scholar 

  • Fajas, L., M.B. Debril, and J. Auwerx. 2001. Peroxisome proliferator-activated receptorgamma: From adipogenesis to carcinogenesis. Journal of Molecular Endocrinology 27: 1–9.

    Article  CAS  PubMed  Google Scholar 

  • Farmer, L.J. 1992. In Meat flavor in the chemistry of muscle-based foods. ed. D.E. Johnston, M.K. Knight, and D.A. Ledward, 169–182. London: Royal Society of Chemistry.

    Google Scholar 

  • Farmer, J.J., and D.S. Mottram. 1990. Recent study on the formation of meat-like aroma compounds. In Flavor science and technology, ed. Y. Bessere and A.F. Thomas, 113–116. Chichester: Wiley.

    Google Scholar 

  • Farmer, L.J., and R.L.S. Patterson. 1991. Compounds contributing to meat flavour. Food Chemistry 40: 201–205.

    Article  CAS  Google Scholar 

  • Farmer, L.J., T.D.J. Hagan, and O. Paraskevas. 1999. Role of selected precursors in meat flavour formation. In Quality attributes of muscle foods, ed. Y.L. Xiong, C.-T. Ho, and F. Shahidi, 159–172. New York: Plenum Publisher Corp.

    Chapter  Google Scholar 

  • Farmer, L.J., D.J. Devlin, N.F.S. Gault, A. Gee, A.W. Gordon, B.W. Moss, R. Polkinghorne, J. Thompson, E.L.C. Tolland, and I.J. Tollerton. 2009a. Effect of type and extent of cooking on the eating quality of Northern Ireland beef. Proceedings of 55th International Congress Meat Science Technology, PE7 33, Copenhagen, August 2009.

    Google Scholar 

  • Faulkner, D.B., D.F. Hummel, D.D. Buskirk, L.L. Berger, D.F. Parrett, and G.F. Cmarik. 1994. Performance and nutrient metabolism by nursing calves supplemented with limited or unlimited corn or soyhulls. Journal of Animal Science 72: 470–477.

    Article  CAS  PubMed  Google Scholar 

  • Feeney, R.E., G. Blankenhorn, and H.B. Dixon. 1975. Carbonyl-amine reactions in protein chemistry. Advances in Protein Chemistry 29: 135–203.

    Article  CAS  PubMed  Google Scholar 

  • Fernyhough, M.E., D.L. Helterline, J.L. Vierck, G.J. Hausman, R.A. Hill, and M.V. Dodson. 2005. Differentiation of mature adipocytes to form adipofibroblasts: More than just a possibility. Adipocytes 1: 17–24.

    Google Scholar 

  • Fernyhough, M.E., E. Okine, G. Hausman, J.L. Vierck, and M.V. Dodson. 2007. PPARγ and GLUT-4 expression as developmental regulators/markers for preadipocyte differentiation into an adipocyte. Domestic Animal Endocrinology 33: 367–378.

    Article  CAS  PubMed  Google Scholar 

  • Feve, B. 2005. Adipogenesis: Cellular and molecular aspects. Best Practice & Research. Clinical Endocrinology & Metabolism 19: 483–499.

    Article  CAS  Google Scholar 

  • Ficz, G., M.R. Branco, S. Seisenberger, F. Santos, F. Krueger, T.A. Hore, et al. 2011. Dynamic regulation of 5-hydroxymethylcytosine in mouse ES cells and during differentiation. Nature 473: 398–402.

    Article  CAS  PubMed  Google Scholar 

  • Field, R.A., G.E. Nelms, and C.O. Schoonover. 1966. Effects of age, marbling, and sex on palatability of beef. Journal of Animal Science 25: 360–366.

    Article  Google Scholar 

  • Fink, S., S. Mömke, A. Wöhlke, and O. Distl. 2008. Genes on bovine chromosome 18 associated with bilateral convergent strabismus with exophthalmos in German Brown cattle. Molecular Vision 14: 1737–1751.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Fisher, A.V., M. Enser, R.I. Richardson, J.D. Wood, G.R. Nute, E. Kurt, L.A. Sinclair, and R.G. Wilkinson. 2000. Fatty acid composition and eating quality of lamb types derived from four diverse breed x production systems. Meat Science 55: 141–147.

    Article  CAS  PubMed  Google Scholar 

  • Forrest, R.J. 1975. Effects of castration, sire and hormone treatments on the quality of rib roasts from Holstein-Friesian males. Canadian Journal of Animal Science 55: 287.

    Article  Google Scholar 

  • Fortin, A., D.M. Viera, D.A. Froelich, G. Butler, and J.G. Proulx. 1985. Carcass characteristics and sensory properties of Hereford X Shorthorn bulls and steers fed different levels of grass silage and high moisture barley. Journal of Animal Science 60: 1403–1411.

    Article  Google Scholar 

  • Francis, J.J., J.R. Romans, and H.W. Norton. 1977. Consumer rating of two beef marbling levels. Journal of Animal Science 45: 67–70.

    Article  CAS  Google Scholar 

  • Franco, D., E. Rodríguez, L. Purriños, R. Bermúdez, S. Crecente, and J.M. Lorenzo. 2011. Meat quality of “Galician mountain” foals breed. Effect of sex, slaughtered age and livestock production system. Meat Science 88: 292–298.

    Article  PubMed  Google Scholar 

  • Franco, D., S. Crecente, J.A. Vázquez, M. Gómez, and J.M. Lorenzo. 2013. Effect of cross breeding and amount of finishing diet on growth parameters, carcass and meat composition of foals slaughtered at 15 months. Meat Science 93: 547–556.

    Article  PubMed  Google Scholar 

  • Franz, C., K.H.C. Baser, and W. Windisch. 2010. Essential oils and aromatic plants in animal feeding—a European perspective. A review. Flavour and Fragance Journal 25: 327–340.

    Article  CAS  Google Scholar 

  • French, P., E.G. O’Riordan, F.J. Monahan, P.J. Caffrey, M. Vidal, M.T. Mooney, D.J. Troy, and A.P. Moloney. 2000. Meat quality of steers finished on autumn grass, grass silage or concentrate-based diets. Meat Science 56: 173–180.

    CAS  PubMed  Google Scholar 

  • French, P., E.G. O’Riordan, F.J. Monahan, P.J. Caffrey, M.T. Mooney, D.J. Troy, and A.P. Moloney. 2001a. The eating quality of meat of steers fed grass and/or concentrates. Meat Science 57: 379–386.

    Article  CAS  PubMed  Google Scholar 

  • Fumika Iida, Y., R. Tsuyuki, K. Kato, A. Egusa, H. Ogoshi, and T. Nishimura. 2016. Changes in taste compounds, breaking properties, and sensory attributes during dry aging of beef from Japanese black cattle. Meat Science 112: 46–51.

    Article  CAS  Google Scholar 

  • Gandemer, G. 1997. Muscle lipids and meat quality. Phospholipids and flavor. Oléagineux, Corps Gras, Lipides 4: 19–25.

    CAS  Google Scholar 

  • ———. 2002. Lipids in muscles and adipose tissues, changes during processing and sensory properties of meat products. Meat Science 62: 309–321.

    Article  CAS  PubMed  Google Scholar 

  • Ganhão, R., D. Morcuende, and M. Estévez. 2010. Protein oxidation in emulsified cooked burger patties with added fruit extracts: Influence on color and texture deterioration during chill storage. Meat Science 85: 402–409.

    Article  PubMed  CAS  Google Scholar 

  • Garmyn, A.J., and M.F. Miller. 2014. Meat Science and Muscle Biology Symposium—Implant and beta agonist impacts on beef palatability. Journal of Animal Science 92: 10–20.

    Article  CAS  PubMed  Google Scholar 

  • Garmyn, A.J., G.G. Hilton, R.G. Mateescu, and D.L. Van Overbeke. 2010. Effects of concentrate- versus forage-based finishing diet on carcass traits, beef palatability, and color stability in longissimus muscle from Angus Heifers. The Professional Animal Scientists 26: 579–586.

    Google Scholar 

  • Garmyn, A.J., G.G. Hilton, R.G. Mateescu, J.B. Morgan, J.M. Reecy, R.G. Tait Jr., D.C. Beitz, Q. Duan, J.P. Schoonmaker, M.S. Mayes, M.E. Drewnoski, Q. Liu, and D.L. Van Overbeke. 2011a. Estimation of relationships between mineral concentration and fatty acid composition of longissimus muscle and beef palatability traits. Journal of Animal Science 89: 2849–2858.

    Article  CAS  PubMed  Google Scholar 

  • Gasser, U., and W. Grosch. 1988. Identification of volatile flavour compounds with high aroma values from cooked beef. Zeitschrift für Lebensmittel-Untersuchung und -Forschung 186: 489–494.

    CAS  Google Scholar 

  • Geesink, G.H., R.G. Taylor, A.E.D. Bekhit, and R. Bickerstaffe. 2001b. Evidence against the non-enzymatic calcium theory of tenderization. Meat Science 59: 417–422.

    Article  CAS  PubMed  Google Scholar 

  • Gibson, D.M., J.J. Kennelly, and G.W. Mathison. 1988. The performance of dairy and feedyard cattle fed sulfur dioxide-treated high-moisture barley. Canadian Journal of Animal Science 68: 471–482.

    Article  Google Scholar 

  • Gilmore, L.A., R.L. Walzem, S.F. Crouse, D.R. Smith, T.H. Adams, V. Vaidyanathan, X. Cao, and S.B. Smith. 2011. Consumption of high-oleic acid ground beef increases HDL-cholesterol concentration but both high- and low-oleic acid ground beef decrease HDL particle diameter in normocholesterolemic men. The Journal of Nutrition 141: 1188–1194.

    Article  CAS  PubMed  Google Scholar 

  • Gnanalingham, M.G., A. Mostyn, M.E. Symonds, and T. Stephenson. 2005. Ontogeny and nutritional programming of adiposity in sheep: Potential role of glucocorticoid action and uncoupling protein. American Journal of Physiology Regulatory, Integrative and Comparative Physiology 289: R1407–R1415.

    Article  CAS  PubMed  Google Scholar 

  • Goodson, K.J., W.W. Morgan, J.O. Reagan, B.L. Gwartney, S.M. Courington, J.W. Wise, and J.W. Savell. 2002. Beef customer satisfaction: Factors affecting consumer evaluations of clod steaks. Journal of Animal Science 80: 401–408.

    Article  CAS  PubMed  Google Scholar 

  • Gorocica-Buenfil, M.A., F.L. Fluharty, C.K. Reynolds, and S.C. Loerch. 2007a. Effect of dietary vitamin A restriction on marbling and conjugated linoleic acid content in Holstein steers. Journal of Animal Science 85: 2243–2255.

    Article  CAS  PubMed  Google Scholar 

  • Gorocica-Buenfil, M.A., F.L. Fluharty, T. Bohn, S.J. Schwartz, and S.C. Loerch. 2007b. Effect of low vitamin A diets with high-moisture or dry corn on marbling and adipose tissue fatty acid composition of beef steers. Journal of Animal Science 85: 3355–3366.

    Article  CAS  PubMed  Google Scholar 

  • Gorocica-Buenfil, M.A., F.L. Fluharty, and S.C. Loerch. 2008. Effect of vitamin A restriction on carcass characteristics and immune status of beef steers. Journal of Animal Science 86: 1609–1616.

    Article  CAS  PubMed  Google Scholar 

  • Gorraiz, C., M.J. Beriain, J. Chasco, and K. Insausti. 2006. Effect of aging time on volatile compounds, odor, and flavor of cooked beef from Pirenaica and Friesian bulls and heifers. Journal of Food Science 67: 916–922.

    Article  Google Scholar 

  • Gotoh, T., E. Albrecht, F. Teuscher, K. Kawabata, K. Sakashita, H. Iwamoto, et al. 2009. Differences in muscle and fat accretion in Japanese Black and European cattle. Meat Science 82: 300–308.

    Article  CAS  PubMed  Google Scholar 

  • Gray, J.I., E.A. Gomoa, and D.J. Buckley. 1996. Oxidative quality and shelf life of meats. Meat Science 43: S111–S123.

    Article  CAS  Google Scholar 

  • Grayson, L., S.D. Shackleford, D.A. King, R.O. McKeith, R.K. Miller, and T.L. Wheeler. 2016. The effects of degree of dark cutting on tenderness and sensory attributes of beef. Journal of Animal Science 94: 2583–2591.

    CAS  PubMed  Google Scholar 

  • Green, D.A., D.R. Brink, M.L. Bauer, and T.J. Wester. 1992. Estradiol-17β effects on lipid metabolism of adipose tissue in nutritionally induced lean and obese ovariectomized ewes. Journal of Animal Science 70: 2120–2129.

    Article  CAS  PubMed  Google Scholar 

  • Greenquist, M.A., T.J. Klopfenstein, W.H. Schacht, G.E. Erickson, K.J. Vander Pol, M.K. Luebbe, K.R. Brink, A.K. Schwarz, and L.B. Baleseng. 2009. Effects of nitrogen fertilization and dried distillers grains supplementation: Forage use and performance of yearling steers. Journal of Animal Science 87: 3639–3646.

    Article  CAS  PubMed  Google Scholar 

  • Greenwood, P.L., R.M. Slepetis, J.W. Hermanson, and A.W. Bell. 1999. Intrauterine growth retardation is associated with reduced cell cycle activity, but not myofiber number, in ovine fetal muscle. Reproduction, Fertility, and Development 11: 281–291.

    Article  CAS  PubMed  Google Scholar 

  • Griffin, W.A., T.J. Klopfenstein, G.E. Erickson, D.M. Feuz, J.C. MacDonald, and D.J. Jordon. 2010. Comparison of performance and economics of a long-yearling and calf-fed system.

    Google Scholar 

  • Grosch, W. 2001. Evaluation of the key odorants of foods by dilution experiments, aroma models and omission. Chemical Senses 26: 533–545.

    Article  CAS  PubMed  Google Scholar 

  • Guelker, M.R., A.N. Haneklaus, J.C. Brooks, C.C. Carr, R.J. Delmore, D.B. Griffin, et al. 2013. National Beef Tenderness Survey—2010: Warner–Bratzler shear-force values and sensory-panel ratings for beef steaks from United States retail and foodservice establishments. Journal of Animal Science 92: 1005–1014.

    Article  Google Scholar 

  • Gunn, M., P. Allen, M. Bonneau, D.V. Byrne, S. Cinotti, B. Fredriksen. et al. 2004. Aspects of the castration of piglets. Scientific report on the scientific panel for animal health and welfare on a request from the Commission related to welfare aspects of the castration of piglets, Question No EFSA-Q-2003-091, EFSA J. 91.

    Google Scholar 

  • Gunter, S.A., and J.M. Phillips. 2001. Season-long vs. intensiveearly stocking with growing cattle grazing bermudagrass pasture. The Professional Animal Scientists 17: 27–32.

    Google Scholar 

  • Gupta, R.K., Z. Arany, P. Seale, R.J. Mepani, L. Ye, H.M. Conroe, et al. 2010. Transcriptional control of preadipocyte determination by Zfp423. Nature 464: 619–623.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gupta, R.K., R.J. Mepani, S. Kleiner, J.C. Lo, M.J. Khandekar, P. Cohen, et al. 2012. Zfp423 expression identifies committed preadipocytes and localizes to adipose endothelial and perivascular cells. Cell Metabolism 15: 230–239.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ha, J.K., and R.C. Lindsay. 1991. Volatile alkylphenols and thiophenol in species-related characterizing flavors of red meats. Journal of Food Science 56: 1197–1202.

    Article  CAS  Google Scholar 

  • Hammond, J. 1943. Physiological factors affecting birth weight. The Proceedings of the Nutrition Society 2: 8–12.

    Google Scholar 

  • Hansen, S., M. Therkildsen, and D.V. Byrne. 2006. Effects of a compensatory growth strategy on sensory and physical properties of meat from young bulls. Meat Science 74: 628–643.

    PubMed  Google Scholar 

  • Harper, G.S., and D.W. Pethick. 2004. How might marbling begin? Australian Journal of Experimental Agriculture 44: 653–662.

    Article  Google Scholar 

  • Hausman, G.J., M.V. Dodson, K. Ajuwon, M. Azain, K.M. Barnes, L.L. Guan, Z. Jiang, S.P. Poulos, R.D. Sainz, S. Smith, M. Spurlock, J. Novakofski, M.E. Fernyhough, and W.G. Bergen. 2009. Board Invited Review: The biology and regulation of preadipocytes and adipocytes in meat animals. Journal of Animal Science 87: 1218–1246.

    Article  CAS  PubMed  Google Scholar 

  • Hausman, G.J., U. Basu, M. Du, M. Fernyhough-Culver, and M.J. Dodson. 2014. Intermuscular and intramuscular adipose tissues: Bad vs. good adipose tissues. Adipocytes 3: 242–255.

    Article  CAS  Google Scholar 

  • Hercberg, S., P. Preziosi, S. Briançon, P. Galan, I. Triol, D. Malvy, et al. 1998. A primary prevention trial using nutritional doses of antioxidant vitamins and minerals in cardiovascular diseases and cancers in a general population: The SU.VI.MAX study—Design, methods, and participant characteristics. Control Clinical Trials 19: 336–351.

    Article  CAS  Google Scholar 

  • Hersom, M.J., C.R. Krehbiel, and G.W. Horn. 2004a. Effect of live weight gain of steers during winter grazing: II. Visceral organ mass, cellularity, and oxygen consumption. Journal of Animal Science 82: 184–197.

    Article  CAS  PubMed  Google Scholar 

  • Hersom, M.J., G.W. Horn, C.R. Krehbiel, and W.A. Phillips. 2004b. Effect of live weight gain of steers during winter grazing: I. Feedyard performance, carcass characteristics, and body composition of beef steers. Journal of Animal Science 82: 262–272.

    Article  CAS  PubMed  Google Scholar 

  • Hida, Y., T. Kawada, S. Kayahashi, T. Ishihara, and T. Fushiki. 1998. Counteraction of retinoic acid and 1,25-dihydroxyvitamin D3 on up-regulation of adipocyte differentiation with PPAR gamma ligand, an antidiabetic thiazolidinedione, in 3T3-L1 cells. Life Sciences 62: PL205–PL211.

    Article  CAS  PubMed  Google Scholar 

  • Hirooka, H. 2014. Marbled Japanese Black cattle. Journal of Animal Breeding and Genetics 131: 1–2.

    Article  CAS  PubMed  Google Scholar 

  • Hocquette, J.F., F. Gondret, E. Baeza, F. Medale, C. Jurie, and D.W. Pethick. 2010. Intramuscular fat content in meat-producing animals: Development, genetic and nutritional control, and identification of putative markers. Animals 4: 303–319.

    CAS  Google Scholar 

  • Hocquette, J.F., P. Meurice, J.P. Brun, C. Jurie, C. Denoyelle, D. Bauchart, G. Renand, G.R. Nute, and B. Picard. 2011b. The challenge and limitations of combining data: A case study examining the relationship between intramuscular fat content and flavor intensity based on the BIF-BEEF database. Animal Production Science 51: 975–981.

    Article  CAS  Google Scholar 

  • Hodgen, J.M.J. 2006. Factors influencing off flavor in beef. Ph.D. Dissertation. University of Nebraska, Lincoln.

    Google Scholar 

  • Hodges, J.H., V.R. Cahill, and H.W. Ockerman. 1974. Effect of vacuum packaging on weight loss, microbial growth and palatability of fresh beef wholesale cuts. Journal of Food Science 39: 143–146.

    Google Scholar 

  • Holloway, J.W., R.K. Miller, P.E. Strydom, B.G. Warrington, and G.E. Carstens. 2004. Influence of postweaning cattle growth systems on carcass characteristics, retain product yield, and tenderness. Beef Cattle Research in Texas, Dept. Anim. Sci. Texas A&M, College Station, TX. August, 2004. pp. 121–128.

    Google Scholar 

  • Hood, R.L., and C.E. Allen. 1978. Lipogenesis in isolated intramuscular adipose tissue from four bovine muscles. Journal of Animal Science 46: 1626–1633.

    Article  CAS  PubMed  Google Scholar 

  • Hopkins, D.L., and J.M. Thompson. 2001a. Inhibition of protease activity. Part 1. The effect on tenderness and indicators of proteolysis in ovine muscle. Meat Science 59: 175–185.

    Article  CAS  PubMed  Google Scholar 

  • ———. 2001b. The relationship between tenderness, proteolysis, muscle contraction and dissociation of actomyosin. Meat Science 57: 1–12.

    Article  CAS  PubMed  Google Scholar 

  • Horn, G.W., M.D. Cravey, F.T. McCollum, C.A. Strasia, E.G. Krenzer Jr., and P.L. Claypool. 1995. Infl uence of high-starch vs. high-fi ber energy supplements on performance of stocker cattle grazing wheat pasture and subsequent feedyard performance. Journal of Animal Science 73: 45–54.

    Article  CAS  PubMed  Google Scholar 

  • Hornstein, I., and P.F. Crowe. 1960. Flavor studies on beef and pork. Journal of Agricultural and Food Chemistry 8: 494–498.

    Article  CAS  Google Scholar 

  • Houseknecht, K.L., C.A. Baile, R.L. Matteri, and M.E. Spurlock. 1998. The biology of leptin: A review. Journal of Animal Science 76: 1405–1420.

    Article  CAS  PubMed  Google Scholar 

  • Huang, Y., A.K. Das, Q.Y. Yang, M.J. Zhu, and M. Du. 2012. Zfp423 promotes adipogenic differentiation of bovine stromal vascular cells. PLoS One 7: e47496.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Huffman, K.L., M.F. Miller, L.C. Hoover, C.K. Wu, H.C. Brittin, and C.B. Ramsey. 1996. Effect of beef tenderness on consumer satisfaction with steaks consumed in the home and restaurant. Journal of Animal Science 74: 91–97.

    Article  CAS  PubMed  Google Scholar 

  • Hunt, M.R., A.J. Garmyn, T.G. O’Quinn, C.H. Corbin, C.H. Legako, R.J. Rathmann, et al. 2014. Consumer assessment of beef palatability fromfour beefmuscles from USDA choice and select graded carcasses. Meat Science 98: 1–8.

    Article  CAS  PubMed  Google Scholar 

  • Hunt, M.R., J.F. Legakob, T.T.N. Dinh, A.J. Garmyn, T.G. O’Quinn, C.H. Corbin, R.J. Rathmann, J.C. Brooks, and M.F. Miller. 2016. Assessment of volatile compounds, neutral and polar lipid fatty acids of four beef muscles from USDA Choice and Select graded carcasses and their relationships with consumer palatability scores and intramuscular fat content. Meat Science 116: 91–101.

    Article  CAS  PubMed  Google Scholar 

  • Hwang, Y.H., G.D. Kim, J.Y. Jeong, S.J. Hur, and S.T. Joo. 2010. The relationship between muscle fiber characteristics and meat quality traits of highly marbled Hanwoo (Korean native cattle) steers. Meat Science 86: 456–461.

    PubMed  Google Scholar 

  • Igo, J.L., D.L. Van Overbeke, D.R. Woerner, J.D. Tatum, D.L. Pendell, L.L. Vedral, G.G. Mafi, M.C. Moore, R.O. McKeith, G.D. Gray, D.B. Griffin, D.S. Hale, J.W. Savell, and K.E. Belk. 2013. Phase I of The National Beef Quality Audit-2011: Quantifying willingness-to-pay, best-worst scaling, and current status of quality characteristics in different beef industry marketing sectors. Journal of Animal Science 91: 1907–1919.

    Article  CAS  PubMed  Google Scholar 

  • Imafidon, G.I., and A.M. Spanier. 1994. Unraveling the secret ofmeat flavor. Trends in Food Science and Technology 5: 315–321.

    Article  CAS  Google Scholar 

  • Inoue, K., S. Hirabara, T. Nade, K. Hujita, and K. Yamauchi. 2002. Effects of sire on ether extract and fatty acid composition of the M. longissimus dorsi in crossbred between Japanese black bulls and Holstein cows. Nihon Chikusan Gakkaiho 73: 381–387.

    Article  Google Scholar 

  • Irie, M., A. Oka, and F. Iwaki. 2003. Fiber-optic method for estimation of bovine fat quality. Journal of Science and Food Agriculture 83: 483–486.

    Article  CAS  Google Scholar 

  • Ishida, Y., H. Taniguchi, and S. Baba. 1988. Possible involvement of 1 alpha,25- dihydroxyvitamin D3 in proliferation and differentiation of 3T3-L1 cells. Biochemical and Biophysical Research Communications 151: 1122–1127.

    Article  CAS  PubMed  Google Scholar 

  • Islas, A., T. Edwards, and S.A. Soto-Navarro. 2010. Effects of digestible fiber and yellow grease supplementation to steers grazing small-grain pastures on grazing and feedyard finishing performance. The Professional Animal Scientists 26: 498–503.

    Article  Google Scholar 

  • Ito, S., A.C. D’Alessio, O.V. Taranova, K. Hong, L.C. Sowers, and Y. Zhang. 2010. Role of Tet proteins in 5mC to 5hmC conversion, ES-cell self-renewal and inner cell mass specification. Nature 466: 1129–1133.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Jacobi, S.K., N.K. Gabler, K.M. Ajuwon, J.E. Davis, and M.E. Spurlock. 2006. Adipocytes, myofibers, and cytokine biology: New horizons in the regulation of growth and body composition. Journal of Animal Science 84 (Suppl): E140–E149.

    Article  PubMed  Google Scholar 

  • Jacobson, M., and F. Fenton. 1956. Effects of three levels of nutrition and age of animals on quality of beef. I. Palatability, cooking data, moisture, fat, and nitrogen. Food Research 21: 415–426.

    Article  Google Scholar 

  • Jayathilakan, K., G.K. Sharma, K. Radhakrishna, and A.S. Bawa. 2007. Antioxidant potential of synthetic and natural antioxidants and its effect on warmed-over-flavour in different species of meat. Food Chemistry 105: 908–916.

    Article  CAS  Google Scholar 

  • Jenschke, B.E., J.M. Hodgen, and C.R. Calkins. 2006. Fatty acids and minerals affect the liver like off-flavor in cooked beef. In Proceedings of the 52 nd International Congress of Meat Science and Technology, 1318, August 2006, Dublin, Ireland.

    Google Scholar 

  • Jeremiah, L.E., and L.L. Gibson. 1999. The influence of genotype on beef palatability and cooking properties. An evaluation of Wagyu F1 crosses and other genotypes under North American feedyard conditions. Journal of Muscle Foods 10: 177–194.

    Article  Google Scholar 

  • ———. 2003a. Cooking influences on palatability of roasts from the beef hip. Food Research International 36: 1–9.

    Article  Google Scholar 

  • ———. 2003b. The effects of postmortem product handling and aging time on beef palatability. Food Research International 36: 929–941.

    Article  Google Scholar 

  • Jeremiah, L.E., K.A. Beauchemin, S.D.M. Jones, L.L. Gibson, and L.M. Rode. 1998. The influence of dietary cereal grain source and feed enzymes on the cooking properties and palatability attributes of beef. Canadian Journal of Animal Science 78: 271–275.

    Article  Google Scholar 

  • Jeremiah, L.E., M.E.R. Dugan, J.L. Aalhus, and L.L. Gibson. 2003a. Assessment of the chemical and cooking properties of the major beef muscles and muscle groups. Meat Science 65: 985–992.

    Article  CAS  PubMed  Google Scholar 

  • ———. 2003b. Assessment of the relationship between chemical components and palatability of the major beef muscles and muscle groups. Meat Science 65: 1013–1019.

    Article  CAS  PubMed  Google Scholar 

  • Jeremiah, L.E., L.L. Gibson, J.L. Aalhus, and M.E.R. Dugan. 2003c. Assessment of palatability attributes of the major beef muscles. Meat Science 65: 949–958.

    Article  CAS  PubMed  Google Scholar 

  • Jerónimo, E., C.M.M. Alfaia, S.P. Alves, M.T.P. Dentinho, J.A.M. Prates, V. Vasta, et al. 2012. Effect of dietary grape seed extract and Cistus ladanifer L. In combination with vegetable oil supplementation on lamb meat quality. Meat Science 92: 841–847.

    Article  PubMed  CAS  Google Scholar 

  • Jiang, J., and Y.L. Xiong. 2016. Natural antioxidants as food and feed additives to promote health benefits and quality of meat products: A review. Meat Science 120: 107–117.

    Article  CAS  PubMed  Google Scholar 

  • Jiang, H., D.H. Xiong, Y.F. Guo, H. Shen, P. Xiao, F. Yang, et al. 2007. Association analysis of vitamin D-binding protein gene polymorphisms with variations of obesity-related traits in Caucasian nuclear families. International Journal of Obesity 31: 1319–1324.

    Article  CAS  PubMed  Google Scholar 

  • Johnson, P.B., and G.V. Civille. 1986. A standardized lexicon of meat WOF descriptors. Journal of Sensory Studies 1: 99–104.

    Article  Google Scholar 

  • Kamstra, J.H., E. Hruba, B. Blumberg, A. Janesick, S. Mandrup, T. Hamers, and J. Legler. 2014. Transcriptional and epigeneticmechanisms underlying enhanced in vitro adipocyte differentiation by the brominated flame retardant BDE-47. Environmental Science & Technology 48: 4110–4119.

    Article  CAS  Google Scholar 

  • Kanner, J., S. Harel, and A.M. Salan. 1988. The generation of ferryl or hydroxyl radicals during interaction of hemeproteins with hydrogen peroxide. In Oxygen radicals in biology and medicine, ed. M.G. Simic, K.A. Taylor, J.F. Ward, and C. von Sonntag, 145–148. New York: Springer.

    Chapter  Google Scholar 

  • Karamichou, E., R.I. Richardson, G.R. Nute, J.D. Wood, and S.C. Bishop. 2007. Genetic analyses of sensory characteristics and relationships with fatty acid composition in the meat from Scottish Blackface lambs. Animals 1: 1524–1531.

    CAS  Google Scholar 

  • Kasapidou, E., J.D. Wood, R.I. Richardson, L.A. Sinclair, R.G. Wilkinson, and M.E. Enser. 2012. Effect of vitamin E supplementation and diet on fatty acid composition and on meat color and lipid oxidation of lamb leg steaks displayed in modified atmosphere packs. Meat Science 90: 908–916.

    Article  CAS  PubMed  Google Scholar 

  • Kashyap, V., and L.J. Gudas. 2010. Epigenetic regulatory mechanisms distinguish retinoic acid-mediated transcriptional responses in stem cells and fibroblasts. The Journal of Biological Chemistry 285: 14534–14548.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kauffman, R.G., Z.L. Carpenter, R.W. Bray, and W.G. Hoekstra. 1964. Biochemical properties of pork and their relationship to quality II. Intramuscular fat. Journal of Food Science 29: 70–74.

    Article  CAS  Google Scholar 

  • Kawada, T., Y. Kamei, and E. Sugimoto. 1996. The possibility of active form of vitamins A and D as suppressors on adipocyte development via ligand-dependent transcriptional regulators. International Journal of Obesity and Related Metabolic Disorders 20: S52–S57.

    CAS  PubMed  Google Scholar 

  • Kerscher, R., and W. Grosch. 1998. Quantification of 2-methyl-3-furanthiol, 2-furfurylthiol, 3-mercapto-2-pentanone, and 2-mercapto-3-pentanone in heated meat. Journal of Agricultural and Food Chemistry 46: 1954–1958.

    Article  CAS  Google Scholar 

  • Khan, M.I., C. Jo, and M.R. Tariq. 2015. Meat flavor precursors and factors influencing flavor precursors—A systematic review. Meat Science 110: 278–284.

    Article  CAS  PubMed  Google Scholar 

  • Killinger, K.M., C.R. Calkins, W.J. Umberger, D.M. Feuz, and K.M. Eskridge. 2004a. Consumer visual preference and value for beef steaks differing in marbling level and color. Journal of Animal Science 82: 3288–3293.

    Article  CAS  PubMed  Google Scholar 

  • ———. 2004b. Consumer sensory acceptance and value for beef steaks of similar tenderness, but differing in marbling level. Journal of Animal Science 82: 3294–3301.

    Article  CAS  PubMed  Google Scholar 

  • Kim, S.Y., J.Y. Je, and S.K. Kim. 2007. Purification and characterization of antioxidant peptide from hoki (Johnius belengerii) frame protein by gastrointestinal digestion. The Journal of Nutritional Biochemistry 18: 31–38.

    Article  CAS  PubMed  Google Scholar 

  • Kinsella, J.E. 1990. Flavor perception and binding. International News on Fats, Oils and Related Materials 1: 215–226.

    Google Scholar 

  • Ko, C.Y., H.C. Hsu, M.R. Shen, W.C. Chang, and J.M. Wang. 2008. Epigenetic silencing of CCAAT/enhancer-binding protein delta activity by YY1/polycomb group/DNA methyltransferase complex. The Journal of Biological Chemistry 283: 30919–30932.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kokta, T.A., M.V. Dodson, A. Gertler, and R.A. Hill. 2004. Intercellular signaling between adipose tissue and muscle tissue. Domestic Animal Endocrinology 27: 303–331.

    Article  CAS  PubMed  Google Scholar 

  • Kong, J., and Y.C. Li. 2006. Molecular mechanism of 1,25-dihydroxyvitamin D3 inhibition of adipogenesis in 3T3-L1 cells. American Journal of Physiology-Endocrinology and Metabolism 290: E916–E924.

    Article  CAS  PubMed  Google Scholar 

  • Kong, B., H. Zhang, and Y.L. Xiong. 2010. Antioxidant activity of spice extracts in a liposome system and in cooked pork patties and the possible mode of action. Meat Science 85: 772–778.

    Article  CAS  PubMed  Google Scholar 

  • Koohmaraie, M. 1988. The role of endogenous proteases in meat tenderness. Proceedings of 41st Annual Reciprocal Meat Conference 41: 89–100.

    Google Scholar 

  • Kosulwat, S., H. Greenfiel, and A. Buckle. 2003. True retention of nutrients on cooking of Australian retail lamb cuts of differing carcass classification characteristics. Meat Science 65: 1407–1412.

    Article  CAS  PubMed  Google Scholar 

  • Koutsidis, G., J.S. Elmore, M.J. Oruna-Concha, M.M. Campo, J.D. Wood, and D.S. Mottram. 2008a. Water-soluble precursors of beef flavour: I. Effect of diet and breed. Meat Science 79: 124–130.

    Article  CAS  PubMed  Google Scholar 

  • ———. 2008b. Water-soluble precursors of beef flavour. Part II: Effect of post-mortem conditioning. Meat Science 79: 270–277.

    Article  CAS  PubMed  Google Scholar 

  • Kukowski, A.C., R.J. Maddock, and D.M. Wulf. 2004. Evaluating consumer acceptability of various muscles from the beef chuck and rib. Journal of Animal Science 82: 521–525.

    Article  CAS  PubMed  Google Scholar 

  • Kwiatkowski, J.R., A.J. McAloon, F. Taylor, and D.B. Johnston. 2006. Modeling the process and costs of fuel ethanol production by the corn grinding process. Industrial Crops and Products 23: 288–296.

    Article  CAS  Google Scholar 

  • Lake, R.P., R.L. Hildebrand, D.C. Clanton, and L.E. Jones. 1974. Limited energy supplementation of yearling steers grazing irrigated pasture and subsequent feedyard performance. Journal of Animal Science 39: 827–833.

    Article  Google Scholar 

  • Landy, P., J.L. Courthaudon, C. Dubois, and A. Voilley. 1996. Effect of interface in model food emulsions on the volatility of aroma compounds. Journal of Agricultural and Food Chemistry 44: 526–530.

    Article  CAS  Google Scholar 

  • Larick, D.K., and B.E. Turner. 1989. Infl uence of finishing diet on the phospholipid composition and fatty acid profile of individual phospholipids in lean muscle of beef cattle. Journal of Animal Science 67: 2282–2293.

    Article  CAS  Google Scholar 

  • Larick, D.K., H.B. Hedrick, M.E. Bailey, J.E. Williams, D.L. Hancock, G.B. Garner, and R.E. Morrow. 1987. Flavor constituents of beef as influenced by forage and grain feeding. Journal of Food Science 52: 245–251.

    Article  CAS  Google Scholar 

  • Lee, H.J., S.C. Lee, Y.K. Oh, and I.K. Han. 2000. Effects of vitamins on the differentiation of preadipocytes from Hanwoo cattle adipose tissues. Asian-Australasian Journal of Animal Sciences 13: 446–450.

    Article  CAS  Google Scholar 

  • Lee, D.H., L.M. Steffen, and D.R. Jacobs. 2004a. Association between serum glutamyl transferase and dietary factors: the Coronary Artery Risk Development inYoungAdults (CARDIA) Study. American Journal of Clinical Nutrition 79: 600–605.

    Article  CAS  Google Scholar 

  • Lee, M.R.F., A.L. Winters, N. Scollan, R.J. Dewhurst, M.K. Theodorou, and F.R. Minchin. 2004b. Plant mediated lipolysis and proteolysis in red clover with different polyphenol oxidase activities. Journal of Science and Food Agriculture 84: 1639–1645.

    CAS  Google Scholar 

  • Legako, J.F., J.C. Brooks, T.G. O’Quinnc, T.D.J. Hagand, R. Polkinghorne, L.J. Farmer, and M.F. Miller. 2015. Consumer palatability scores and volatile beef flavor compounds of five USDA quality grades and four muscles. Meat Science 100: 291–300.

    Article  CAS  PubMed  Google Scholar 

  • Lehnert, S.A., A. Reverter, K.A. Byrne, Y. Wang, G.S. Nattrass, N.J. Hudson, and P.L. Greenwood. 2007. Gene expression studies of developing bovine longissimus muscle from two different beef cattle breeds. BMC Developmental Biology 7: 95.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Lewis, R., G. Emmans, and G. Simm. 2002. Effects of index selection on the carcass composition of sheep given either ad libitum or controlled amounts of food. Journal of Animal Science 75: 185–195.

    Article  Google Scholar 

  • Li, C., N. Aldai, M. Vinsky, M.E. Dugan, and T.A. McAllister. 2012a. Association analyses of single nucleotide polymorphisms in bovine stearoyl-CoA desaturase and fatty acid synthase genes with fatty acid composition in commercial cross-bred beef steers. Animal Genetics 43: 93–97.

    Article  CAS  PubMed  Google Scholar 

  • Li, L., Y. Zhu, X. Wang, Y. He, and B. Cao. 2014. Effects of different dietary energy and protein levels and sex on growth performance, carcass characteristics and meat quality of F1 Angus × Chinese Xiangxi yellowcattle. Journal of Animal Science Biotechnology 5: 21.

    Article  PubMed  PubMed Central  Google Scholar 

  • Lin, K.C., H.R. Cross, and S.B. Smith. 1992. Esterification of fatty acids by bovine intramuscular and subcutaneous adipose tissues. Lipids 27: 111–116.

    Article  CAS  PubMed  Google Scholar 

  • Lindemann, B. 2001. Receptors and transduction in taste. Nature 413: 219–225.

    Article  CAS  PubMed  Google Scholar 

  • Liu, G., and Y.L. Xiong. 2000. Electrophoretic pattern, thermal denaturation, and in vitro digestibility of oxidized myosin. Journal of Agricultural and Food Chemistry 48: 624–630.

    Article  CAS  PubMed  Google Scholar 

  • Loizzo, M.R., R. Tundis, F. Menichini, and G. Duthie. 2015. Anti-rancidity effect of essential oils, application in the lipid stability of cooked turkey meat patties and potential implications for health. International Journal of Food Sciences and Nutrition 66: 50–57.

    Article  CAS  PubMed  Google Scholar 

  • Lomas, L.W., J.L. Moyer, and G.A. Milliken. 2009. Effect of energy supplementation of stocker cattle grazing smooth bromegrass pastures on grazing and subsequent fi nishing performance and carcass traits. The Professional Animal Scientists 25: 65–73.

    Article  Google Scholar 

  • Lorente, M., C. Perez, C. Sanchez, M. Donohoe, Y. Shi, and M. Vidal. 2006. Homeotic transformations of the axial skeleton of YY1 mutant mice and genetic interaction with the polycomb group gene Ring1/Ring1A. Mechanisms of Development 123: 312–320.

    Article  CAS  PubMed  Google Scholar 

  • Lorenzen, C.L., V.K. Davuluri, K. Adhikari, and I.U. Grün. 2005. Effect of end point temperature and degree of doneness on sensory and instrumental flavor profile of beefsteaks. Journal of Food Science 70: 113–118.

    Article  Google Scholar 

  • Lorenzo, J.M., and R. Domínguez. 2014. Cooking losses, lipid oxidation and formation of volatile compounds in foal meat as affected by cooking procedure. Flavour and Fragrance Journal 29: 240–248.

    Article  CAS  Google Scholar 

  • Lorenzo, J.M., M.V. Sarriés, and D. Franco. 2013. Sex effect on meat quality and carcass traits of foal slaughtered at 15 months of age. Animals 7: 1199–1207.

    CAS  Google Scholar 

  • Lough, D.S., M.B. Solomon, T.S. Rumsey, S. Kahl, and L.L. Slyter. 1993. Effects of highforage diets with added palm oil on performance, plasma lipids, and carcass characteristics of ram and ewe lambs. Journal of Animal Science 71: 1171–1176.

    Article  CAS  PubMed  Google Scholar 

  • Luchsinger, S.E., D.H. Kropf, E. Chambers IV, C.M. Garcia Zepeda, M.C. Hunt, S.L. Stroda, et al. 1997. Sensory analysis of irradiated ground beef patties and whole muscle beef. Journal of Sensory Studies 12: 105–126.

    Article  Google Scholar 

  • Lynch, M.P., J.P. Kerry, D.J. Buckley, C. Faustman, and P.A. Morrissey. 1999. Effect of dietary vitamin E supplementation on the color and lipid stability of fresh, frozen and vacuum-packaged beef. Meat Science 52: 95–99.

    CAS  PubMed  Google Scholar 

  • Ma, D.K., J.U. Guo, G.L. Ming, and H. Song. 2009a. DNA excision repair proteins and Gadd45 as molecular players for active DNA demethylation. Cell Cycle 8: 1526–1531.

    Article  CAS  PubMed  Google Scholar 

  • Ma, H.J., D.A. Ledward, A.I. Zamri, R.A. Frazier, and G.H. Zhou. 2009b. Effects of high pressure/thermal treatment on lipid oxidation in beef and chicken muscle. Food Chemistry 104: 1575–1579.

    Article  CAS  Google Scholar 

  • MacDougald, O.A., and S. Mandrup. 2002. Adipogenesis: Forces that tip the acales. Trends in Endocrinology and Metabolism 13: 5–11.

    Article  CAS  PubMed  Google Scholar 

  • Machiels, D., L. Istasse, and S.M. van Ruth. 2004. Gas chromatography-olfactometry analysis of beef meat originating from differently fed Belgian Blue, Limousin and Aberdeen Angus bulls. Food Chemistry 86: 377.

    Article  CAS  Google Scholar 

  • MacLeod, G. 1994. The flavour of beef. In Flavour ofmeat and meat products, ed. F. Shahidi, 4–37. Glasgow: Blackie Academy Profess.

    Chapter  Google Scholar 

  • Maga, J.A. 1987. Organoleptic properties of umami substances. In Umami: A basic taste, ed. Y. Kawamura and M.R. Kare, 255–269. New York: Marcel Dekker Inc.

    Google Scholar 

  • Malau-Aduli, A.E.O., B.D. Siebert, C.D.K. Bottema, and W.S.A. Pitchford. 1997. Comparison of the fatty acid composition of triacylglycerols in adipose tissue from Limousin and Jersey cattle. New Zealand Journal of Agricultural Research 48: 715–722.

    CAS  Google Scholar 

  • Maltin, C.A., K.D. Sinclair, P.D. Warriss, C.M. Grant, A.D. Porter, and M.I. Delday. 1998. The effects of age at slaughter, genotype and finishing system on the biochemical properties, muscle fiber type characteristics and eating quality of bull beef from suckled calves. Animal Science 66: 341–348.

    Google Scholar 

  • Mandell, I.B., J.G. Buchanan-Smith, and C.P. Campbell. 1998. Effects of forage vs grain feeding on carcass characteristics, fatty acid composition, and beef quality in Limousin cross steers when time on feed is controlled. Journal of Animal Science 76: 2619.

    Article  CAS  PubMed  Google Scholar 

  • Margueron, R., and D. Reinberg. 2011. The polycomb complex PRC2 and its mark in life. Nature 469: 343–349.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Maruri, J.L., and D.K. Larick. 1992. Volatile concentration and flavor of beef as influenced by diet. Journal of Food Science 57: 1275–1281.

    Article  CAS  Google Scholar 

  • Maughan, C., R. Tansawat, D. Cornforth, R. Ward, and S. Martini. 2012. Development of a beef flavor lexicon and its application to compare the flavor profile and consumer acceptance of rib steaks from grass- or grain-fed cattle. Meat Science 90: 116–121.

    Article  PubMed  Google Scholar 

  • McBride, T.M., S.A. Hogan, and J.P. Kerry. 2007. Comparative addition of rosemary extract and additives on sensory and antioxidant properties of retail packaged beef. International Journal of Food Science and Technology 42: 1201–1207.

    CAS  Google Scholar 

  • McCabe, M.T., H.M. Ott, G. Ganji, S. Korenchuk, C. Thompson, G.S. Van Aller, and C.L. Creasy. 2012. EZH2 inhibition as a therapeutic strategy for lymphoma with EZH2-activating mutations. Nature 492: 108–112.

    Article  CAS  PubMed  Google Scholar 

  • McCurdy, M.P., C.R. Krehbiel, G.W. Horn, P.A. Lancaster, and J.J. Wagner. 2010a. Effects of winter growing program on visceral organ mass, composition, and oxygen consumption of beef steers during growing and fi nishing. Journal of Animal Science 88: 1554–1563.

    Article  CAS  PubMed  Google Scholar 

  • McCurdy, M.P., G.W. Horn, J.J. Wagner, P.A. Lancaster, and C.R. Krehbiel. 2010b. Effects of winter growing programs on subsequent feedyard performance, carcass characteristics, body composition, and energy requirements of beef steers. Journal of Animal Science 88: 1564–1576.

    Article  CAS  PubMed  Google Scholar 

  • McKeith, F.K., D.L. De Vol, R.S. Miles, P.J. Bechtel, and T.C. Carr. 1985. Chemical and sensory properties of thirteen major beef muscles. Journal of Food Science 50: 869–872.

    Article  CAS  Google Scholar 

  • McKenna, D.R., P.D. Mies, B.E. Baird, K.D. Pfeiffer, J.W. Ellebracht, and J.W. Savell. 2005. Biochemical and physical factors affecting discoloration characteristics of 19 bovine muscles. Meat Science 70: 665–682.

    CAS  PubMed  Google Scholar 

  • McPhee, M.J., J.W. Oltjen, J.G. Fadel, D. Perry, and R.D. Sainz. 2008. Development and evaluation of empirical equations to interconvert between twelfth-rib fat and kidney, pelvic, and heart fat respective fat weights and to predict initial conditions of fat deposition models for beef cattle. Journal of Animal Science 86: 1984–1995.

    Article  CAS  PubMed  Google Scholar 

  • Meinert, L., A. Schafer, C. Bjergegaard, M.D. Aaslyng, and W.L.P. Bredie. 2009. Comparison of glucose, glucose 6-phosphate, ribose, and mannose as flavour precursors in pork: The effect of monosaccharide addition on flavour generation. Meat Science 81: 419–425.

    Article  CAS  PubMed  Google Scholar 

  • Meissner, A., T.S. Mikkelsen, H. Gu, M. Wernig, J. Hanna, A. Sivachenko, and E.S. Lander. 2008. Genome-scale DNA methylation maps of pluripotent and differentiated cells. Nature 454: 766–770.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Melton, S.L. 1983. Effect of forage feeding on beef flavor. Food Technology 37: 239–248.

    Google Scholar 

  • ———. 1990. Effects of feeds on flavor of red meat: A review. Journal of Animal Science 68: 4421–4435.

    Article  CAS  PubMed  Google Scholar 

  • Melton, S.L., M. Amiri, G.W. Davis, and W.R. Backus. 1982a. Flavor and chemical characteristics of ground beef from grass-, forage-grain-, and grain-finished steers. Journal of Animal Science 55: 77–87.

    Article  CAS  Google Scholar 

  • Melton, S.L., J.M. Black, G.W. Davis, and W.R. Backus. 1982b. Flavor and selected chemical characteristics of ground beef from steers backgrounded on pasture and fed corn up to 140 days. Journal of Food Science 47: 699–704.

    Article  CAS  Google Scholar 

  • Mendenhall, E.M., R.P. Koche, T. Truong, V.W. Zhou, B. Issac, A.S. Chi, et al. 2010. GC-rich sequence elements recruit PRC2 in mammalian ES cells. PLoS Genetics 6: e1001244.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Mikami, M., M. Nagao, M. Sekikawa, and H. Miura. 1995. Changes in peptide and free amino acid contents of different bovine muscle homogenate during storage. Japanese Animal Science and Technology 66: 630–638.

    CAS  Google Scholar 

  • Mikkelsen, T.S., M. Ku, D.B. Jaffe, B. Issac, E. Lieberman, G. Giannoukos, et al. 2007. Genome-wide maps of chromatin state in pluripotent and lineage-committed cells. Nature 448: 553–560.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Miller, R.K. 2001. Beef flavor: a white paper. National Cattlemens’ Beef Association. Centennial, CO.

    Google Scholar 

  • Miller, M.F., L.C. Rockwell, D.K. Lunt, and G.E. Carstens. 1996. Determination of the flavor attributes of cooked beef from crossbred Angus steers fed corn or barley based diets. Meat Science 44: 235–243.

    Article  CAS  PubMed  Google Scholar 

  • Miller, M.F., C.R. Kerth, J.W. Wise, J.L. Lansdell, J.E. Stowell, and C.B. Ramsey. 1997. Slaughter plant location, USDA quality grade, external fat thickness, and aging time effects on sensory characteristics of beef loin strip steak. Journal of Animal Science 75: 662–667.

    Article  CAS  PubMed  Google Scholar 

  • Miller, R.K., S.J. Moeller, R.N. Goodwin, C.L. Lorenzen, and J.W. Savell. 2000. Consistency in meat quality. Proceedings 46th Interntional Congress Meat Science and Technology, 566–580. Buenos Aires: ICOMST Organizer.

    Google Scholar 

  • Mohn, F., M. Weber, M. Rebhan, T.C. Roloff, J. Richter, M.B. Stadler, et al. 2008. Lineage-specific polycomb targets and de novo DNA methylation define restriction and potential of neuronal progenitors. Molecular Cell 30: 755–766.

    Article  CAS  PubMed  Google Scholar 

  • Molina, M.E., D.D. Johnson, R.L. West, R. L, and B.L. Gwartney. 2005. Enhancing palatability traits in beef chuck muscles. Meat Science 71: 52–61.

    Article  CAS  PubMed  Google Scholar 

  • Monson, F., C. Sanudo, and I. Sierra. 2005. Influence of breed and aging time on the sensory meat quality and consumer acceptability in intensively reared beef. Meat Science 71: 471–479.

    Article  CAS  PubMed  Google Scholar 

  • Monteiro, A.C.G., J. SantosSilva, R.J.B. Bessa, D.R. Navas, and J.P.C. Lemos. 2006. Fatty acid composition of intramuscular fat of bulls and steers. Livestock Science 99: 13–19.

    Article  Google Scholar 

  • Moody, W.G. 1983. Beef flavor, a review. Food Technology 37: 227–232.

    CAS  Google Scholar 

  • Moody, W.B., and R.G. Cassens. 1968. A quantitative and morphological study of bovine longissimus fat cells. Journal of Food Science 33: 47–55.

    Article  Google Scholar 

  • Moore, M.C., G.D. Gray, D.S. Hale, C.R. Kerth, D.B. Griffin, J.W. Savell., .et. al. 2012. National Beef Quality Audit-2011. In-plant survey of targeted carcass characteristics related to quality, quantity, value, and marketing of fed steers and heifers. Journal of Animal Science 90:5143–5151.

    Article  CAS  PubMed  Google Scholar 

  • Morrissey, P.A., P.J.A. Sheehy, K. Galvin, and J.P. Kerry. 1998. Lipid stability in meat and meat products. Meat Science 49: 73–86.

    Article  Google Scholar 

  • Motoyama, M., K. Sasaki, and A. Watanabe. 2016. Wagyu and the factors contributing to its beef quality: A Japanese industry overview. Meat Science 120: 10–18.

    Article  PubMed  Google Scholar 

  • Mottram, D.S. 1985. The effect of cooking conditions on the formation of volatile heterocyclic compounds in pork. Journal of the Science of Food and Agriculture 36: 377–382.

    Article  CAS  Google Scholar 

  • ———. 1991. Meat. In Volatile compounds in food and beverages, ed. H. Maarse, 107–177. New York: Marcel Dekker, Inc.

    Google Scholar 

  • ———. 1998. Flavour formation in meat and meat products: A review. Food Chemistry 62: 415–424.

    Article  CAS  Google Scholar 

  • Mottram, D.S., and R.A. Edwards. 1983. The role of triglycerides and phospholipids in the aroma of cooked beef. Journal of the Science of Food and Agriculture 34: 517–522.

    Article  CAS  Google Scholar 

  • Mottram, D.S., and I.C.C. Nobrega. 2002. Formation of sulfur aroma compounds in reaction mixtures containing cysteine and three different forms of ribose. Journal of Agricultural and Food Chemistry 50: 4080–4086.

    Article  CAS  PubMed  Google Scholar 

  • Mottram, D.S., R.A. Edwards, and J.H.H. Macfie. 1982. A comparison of the flavour volatiles from cooked beef and pork meat systems. Journal of Science and Food Agriculture 33: 934–944.

    Article  CAS  Google Scholar 

  • Muhlhausler, B.S., J.A. Duffield, and J.C. McMillen. 2006. Increased maternal nutrition stimulates Peroxisome Proliferator Activated Receptor-gamma (PPARgamma), adiponectin and leptinmRNA expression in adipose tissue before birth. Endo 148: 878–885.

    Article  CAS  Google Scholar 

  • Nascimento, M.L., A.R.D.L. Souza, A.S. Chaves, A.S.M. Cesar, R.R. Tullio, S.R. Medeiros, G.B. Mourão, A.N. Rosa, G.L.D. Feijó, M.M. Alencar, and D.P.D. Lanna. 2016. Feed efficiency indexes and their relationships with carcass, non-carcass and meat quality traits in Nellore steers. Meat Science 116: 78–85.

    Article  CAS  PubMed  Google Scholar 

  • Nebbioso, A., C. Dell’Aversana, A. Bugge, R. Sarno, S. Valente, D. Rotili, et al. 2010. HDACs class II-selective inhibition alters nuclear receptor-dependent differentiation. Journal of Molecular Endocrinology 45: 219–228.

    Article  CAS  PubMed  Google Scholar 

  • Neely, T.R., C.L. Lorenzen, R.K. Miller, J.D. Tatum, J.W. Wise, J.F. Taylor, M.J. Buyck, J.O. Reagan, and J.W. Savell. 1998. Beef customer satisfaction: Role of cut, USDA quality grade, and city on in-home consumer ratings. Journal of Animal Science 76: 1027–1033.

    Article  CAS  PubMed  Google Scholar 

  • Nephawe, K.A., L.V. Cundiff, M.E. Dikeman, J.D. Crouse, and L.D. Van Vleck. 2004. Genetic relationships between sex specific traits in beef cattle: mature weight, weight adjusted for body condition score, height and body condition score of cows, and carcass traits of their steer relatives. Journal of Animal Science 82: 647–653.

    Article  CAS  PubMed  Google Scholar 

  • Ngo, S., X. Li, R. O’Neill, C. Bhoothpur, P. Gluckman, and A. Sheppard. 2014. Elevated Sadenosylhomocysteine alters adipocyte functionality with corresponding changes in gene expression and associated epigenetic marks. Diabetes 63: 2273–2283.

    Article  PubMed  Google Scholar 

  • Niehrs, C., and A. Schafer. 2012. Active DNA demethylation by Gadd45 and DNA repair. Trends in Cell Biology 22: 220–227.

    Article  CAS  PubMed  Google Scholar 

  • Nieto, G., M. Estrada, M.J. Jordán, M.D. Garrido, and S. Bañón. 2011. Effects in ewe diet of rosemary by-product on lipid oxidation and the eating quality of cooked lamb under retail display conditions. Food Chemistry 124: 1423–1429.

    Article  CAS  Google Scholar 

  • Nishimura, T., M.R. Rhue, A. Okitani, and H. Kato. 1988. Components contributing to the improvement of meat taste during storage. Agricultural and Biological Chemistry 52: 2323–2330.

    CAS  Google Scholar 

  • Nishimura, T., A. Okitani, M.R. Rhue, and H. Kato. 1990. Survey of neutral aminopeptidases in bovine, porcine, and chicken skeletal muscles. Agricultural and Biological Chemistry 54: 2769–2775.

    CAS  PubMed  Google Scholar 

  • Nishinakagawa, H., M. Matsumoto, and M. Honda. 1991. A study on the time and route the introduction of cattle and horses into Japan, as examined from skeletal remains of archaeological sites. KAKEN data-base of Grants-in-Aid for Scientific Research, no. 01490018. https://kaken.nii.ac.jp/d/p/01490018/1990/6/en.en.html.

  • Nishimura, T., A. Hattori, and K. Takahashi. 1999. Structural changes in intramuscular connective tissue during the fattening of Japanese black cattle: Effect of marbling on beef tenderization. Journal of Animal Science 77:93–104.

    Article  CAS  PubMed  Google Scholar 

  • Nogi, T., T. Honda, F. Mukai, T. Okagaki, and K. Oyama. 2011. Heritabilities and genetic correlations of fatty acid compositions in longissimus muscle lipid with carcass traits in Japanese Black cattle. Journal of Animal Science 89: 615–621.

    CAS  PubMed  Google Scholar 

  • Novakofski, J. 2004. Adipogenesis: Usefulness of in vitro and in vivo experimental models. Journal of Animal Science 82: 905–915.

    Article  CAS  PubMed  Google Scholar 

  • Noy, N. 2013. The one-two punch: Retinoic acid suppresses obesity both by promoting energy expenditure and by inhibiting adipogenesis. Adipocytes 2: 184–187.

    Article  CAS  Google Scholar 

  • NRC. 1996. Nutrient requirements of beef cattle. 7th rev. edn. National Academy Press, Washington, DC.

    Google Scholar 

  • Nuernberg, K., G. Nuernberg, K. Ender, D. Dannenberger, W. Schabbel, S. Grumbach, W. Zupp, and H. Steinhart. 2005a. Effect of grass vs. concentrate feeding on the fatty acid profile of different fat depots in lambs. European Journal of Lipid Science and Technology 107: 737–745.

    CAS  Google Scholar 

  • Nuernberg, K., D. Dannenberger, G. Nuernberg, K. Ender, J. Voigt, N.D. Scollan, J.D. Wood, G.R. Nute, and R.I. Richardson. 2005b. Effect of a grass based and a concentrate feeding system on meat quality characteristics and fatty acid composition of longissmus muscle in different cattle breeds. Livestock Production Science 94: 137–147.

    Google Scholar 

  • O’Quinn, T.G. 2012. Identifying preferences for specific beef flavor characteristics. Ph.D. Dissertation. Fort Collins, CO: Colorado State University.

    Google Scholar 

  • O’Quinn, T.G., J.C. Brooks, R.J. Polkinghorne, A.J. Garmyn, B.J. Johnson, J.D. Starkey, R.J. Rathmann, and M.F. Miller. 2012. Consumer assessment of beef strip loin steaks of varying fat levels. Journal of Animal Science 90: 626–634.

    Article  PubMed  CAS  Google Scholar 

  • Obata, T., H. Takeda, M. Satoh, and Y. Wada. 1996. Progress in breeding techniques for effective beef cattle production in Japan. JARQ 30: 203–211.

    Google Scholar 

  • Oliveira, M.A., S.P. Alves, J. Santos-Silva, and R.J.B. Bessa. 2017. Effect of dietary starch level and its rumen degradability on lamb meat fatty acid composition. Meat Science 123: 166–172.

    Article  CAS  PubMed  Google Scholar 

  • Oltra, O.R. 2010. Strategies to optimize the eating quality of beef and lamb meat. Unpublished PhD, Queens University Belfast.

    Google Scholar 

  • Oltra, O.R., L.J. Farmer, A.W. Gordon, B.W. Moss, J. Birnie, D.J. Devlin, E.L.C. Tolland, I.J. Tollerton, A.M. Beattie, J.T. Kennedy, and D. Farrell. 2015. Identification of sensory attributes, instrumental and chemical measurements important for consumer acceptability of grilled lamb Longissimus lumborum. Meat Science 100: 97–109.

    Article  CAS  PubMed  Google Scholar 

  • Omi Beef Production, Circulation Promotion Conference. 2013. About the Omi cow. http://www.oumiushi.com/english_index.html. Retrieve: 11 January, 2016.

  • Öneç, A., and A. Kaya. 2004. The effects of electrical stunning and percussive captive bolt stunning on meat quality of cattle processed by Turkish slaughter procedures. Meat Science 66: 809–815.

    Article  Google Scholar 

  • Özlütürk, Abdülkadir, Naci Tüzemen, Mete Yanar, Nurinisa Esenbuga, and Ensar Dursun. 2004. Fattening performance, carcass traits and meat quality characteristics of calves sired by Charolais, Simmental and eastern Anatolian red sires mated to eastern Anatolian red dams. Meat Science 67: 463–470.

    Article  PubMed  Google Scholar 

  • Parrish, F.C., Jr., R.E. Rust, G.R. Popenhagen, and B. Miner. 1969. Effect of postmortem aging time and temperature on beef muscle attributes. Journal of Animal Science 29: 398–403.

    Article  PubMed  Google Scholar 

  • Parrish, F.C., Jr., J.A. Boles, R.E. Rust, and D.G. Olson. 1991. Dry and wet aging effects on palatability attributes of beef loin and rib steaks from three quality grades. Journal of Food Science 56: 601–603.

    Article  Google Scholar 

  • Paterson, B.C., and F.C. Parrish Jr. 1986. A sensory panel and chemical analysis of certain beef chuck muscles. Journal of Food Science 51: 876–879, 896.

    Article  CAS  Google Scholar 

  • Perez-Alvarez, J.A., E. Sendra-Nadal, E.J. Sanchez-Zapata, and M. Viuda-Martos. 2010. Poultry flavour: General aspects and applications. In Handbook of poultry science and technology, ed. I. Guerrero-Legarreta and Y.H. Hui, 339–357. New Jersey: Wiley.

    Chapter  Google Scholar 

  • Pham, A.J., M.W. Schilling, W.B. Mikel, J.B. Williams, J.M. Martin, and P.C. Coggins. 2008. Relationships between sensory descriptors, consumer acceptability and volatile flavor compounds of American dry-cured ham. Meat Science 80: 728–737.

    Article  CAS  PubMed  Google Scholar 

  • Phillips, A.L., C. Faustman, M.P. Lynch, K.E. Govoni, T.A. Hoagland, and S.A. Zinn. 2001. Effect of dietary α-tocopherol supplementation on color and lipid stability in pork. Meat Science 58: 389–393.

    Article  CAS  PubMed  Google Scholar 

  • Pickworth, C.L., S.C. Loerch, and F.L. Fluharty. 2012a. Restriction of vitamin A and D in beef cattle finishing diets on feedyard performance and adipose accretion. Journal of Animal Science 90: 1866–1878.

    Article  CAS  PubMed  Google Scholar 

  • ———. 2012b. Effects of timing and duration of dietary vitamin A reduction on carcass quality of finishing beef cattle. Journal of Animal Science 90: 2677–2691.

    Article  CAS  PubMed  Google Scholar 

  • Pitchford, W.S., M.P.B. Deland, B.D. Siebert, A.E.O. Malau-Aduliand, and C.D.K. Bottema. 2002. Genetic variation in fatness and fatty acid composition of crossbred cattle. Journal of Animal Science 80: 2825–2832.

    Article  CAS  PubMed  Google Scholar 

  • Platter, W.J., J.D. Tatum, K.E. Belk, J.A. Scanga, and G.C. Smith. 2003a. Effects of repetitive use of hormonal implants on beef carcass quality tenderness, and consumer ratings of beef palatability. Journal of Animal Science 81: 984–996.

    Article  CAS  PubMed  Google Scholar 

  • Platter, W.J., J.D. Tatum, K.E. Belk, P.L. Chapman, J.A. Scanga, and G.C. Smith. 2003b. Relationships of consumer sensory ratings, marbling score, and shear force value to consumer acceptance of beef strip loin steaks. Journal of Animal Science 81: 2741–2750.

    Article  CAS  PubMed  Google Scholar 

  • Pogge, D.J., and S.L. Hansen. 2013. Supplemental vitamin C improves marbling in feedyard cattle consuming high sulfur diets. Journal of Animal Science 91: 4303–4314.

    Article  CAS  PubMed  Google Scholar 

  • Prado, I.N., F.B. Moreira, M. Matsushita, and N.E. Souza. 2003. Longissimus dorsi fatty acids composition of Bos indicus and Bos indicus × Bos taurus crossbred steers finished in pasture. Brazilian Archives of Biology and Technology 46: 599–606.

    Article  Google Scholar 

  • Prescott, J., O. Young, and L. O’Neill. 2001. The impact of variations in flavour compounds on meat acceptability: A comparison of Japanese and New Zealand consumers. Food Quality and Preference 12: 257–264.

    Article  Google Scholar 

  • Priolo, A., D. Micol, J. Agabriel, S. Prache, and E. Dransfield. 2002. Effect of grass or concentrate feeding systems on lamb carcass and meat quality. Meat Science 62: 179–185.

    Article  CAS  PubMed  Google Scholar 

  • Priolo, A., A. Cornu, S. Prache, M. Krogmann, N. Kondjoyan, D. Micol, and et. al. 2004. Fat volatiles tracers of grass feeding in sheep. Meat Science 66: 475–481.

    Article  CAS  PubMed  Google Scholar 

  • Qi, W., H. Chan, L. Teng, L. Li, S. Chuai, R. Zhang, et al. 2012. Selective inhibition of Ezh2 by a small molecule inhibitor blocks tumor cells proliferation. Proceedings of Naternational Acadamy Science USA 109: 21360–21365.

    Article  CAS  Google Scholar 

  • Rabe, S., U. Krings, and R.G. Berger. 2003. Dynamic flavour release from miglyol/water emulsions: Modelling and validation. Food Chemistry 84: 117–125.

    Article  CAS  Google Scholar 

  • Radecki, S.V., M.R. Juhl, and E.R. Miller. 1988. Fumaric and citric acids as feed additives in starter pig diets: Effect on performance and nutrient Balance1. Journal of Animal Science 66: 2598–2605.

    Article  CAS  PubMed  Google Scholar 

  • Raes, K., S. De Smet, A. Balcaen, E. Claeys, and D. Demeyer. 2003. Effect of diets rich in N−3 polyunsatured fatty acids on muscle lipids and fatty acids in Belgian Blue double-muscled young bulls. Reproduction, Nutrition, Development 43: 331–345.

    Article  CAS  PubMed  Google Scholar 

  • Raes, K., S. De Smet, and D. Demeyer. 2004. Effect of dietary fatty acids on incorporation of long chain polyunsaturated fatty acids and conjugated linoleic acid in lamb, beef and pork meat: A review. Animal Feed Science and Technology 113: 199–221.

    Article  CAS  Google Scholar 

  • Ramírez-Retamal, J., and R. Morales. 2014. Influence of breed and feeding on the main quality characteristics of sheep carcass andmeat: A review. Chile Journal of Agriculture Research 74: 225–233.

    Article  Google Scholar 

  • Ramsey, C.B., J.W. Cole, B.H. Meyer, and R.S. Temple. 1963. Effects of type and breed of British, Zebu and dairy cattle on production, palatability and composition. II. Palatability differences and cooking losses as determined by laboratory and family panels. Journal of Animal Science 22: 1001–1008.

    Article  Google Scholar 

  • Ravnskjaer, K., F. Frigerio, M. Boergesen, T. Nielsen, P. Maechler, and S. Mandrup. 2010. PPARdelta is a fatty acid sensor that enhances mitochondrial oxidation in insulin secreting cells and protects against fatty acid-induced dysfunction. Journal of Lipid Research 51: 1370–1379.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Reagan, J.O., Z.L. Carpenter, G.C. Smith, and G.T. King. 1971. Comparison of palatability traits of beef produced by young bulls and steers. Journal of Animal Science 32: 641–646.

    Article  CAS  PubMed  Google Scholar 

  • Realini, C.E., M. Font i Furnols, L. Guerrero, F. Montossi, M.M. Campo, C. Sañudo, G.R. Nute, I. Alvarez, V. Cañeque, G. Brito, and M.A. Oliver. 2009. Effect of finishing diet on consumer acceptability of Uruguayan beef in the European market. Meat Science 81: 499–506.

    CAS  PubMed  Google Scholar 

  • Rebouche, C.J. 1991. Ascorbic acid and carnitine biosynthesis. The American Journal of Clinical Nutrition 54: 1147S–1152S.

    Article  CAS  PubMed  Google Scholar 

  • Reichert, B., R. Yasmeen, S.M. Jeyakumar, F. Yang, T. Thomou, H. Alder, et al. 2011. Concerted action of aldehyde dehydrogenases influences depot-specific fat formation. Molecular Endocrinology 25: 799–809.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Reik, W. 2007. Stability and flexibility of epigenetic gene regulation in mammalian development. Nature 447: 425–432.

    Article  CAS  PubMed  Google Scholar 

  • Renand, G., A. Havy, and F. Turin. 2002. Beef traits and meat quality characterisation in three French beef production systems with Salers, Aubrac and Gascon bulls. INRA Productions Animales 15: 171–183.

    Google Scholar 

  • Resconi, V.C., M.M. Campo, F. Montossi, V. Ferreira, C. Saňudo, and A. Escudero. 2010. Relationship between odour-active compounds and flavour perception in meat from lambs fed different diets. Meat Science 85: 700–706.

    Article  CAS  PubMed  Google Scholar 

  • Resconi, V.C., A. Escudero, and M.M. Campo. 2013. The development of aroma in ruminant meat. Molecules 18: 6748–6781.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Review of the First International Live Stock Exposition Held at Union Stock Yard Chicago, December 1st to 8th, 1900. Published by The Union and Stock Yard and Transit Co. of Chicago Ill. 1901.

    Google Scholar 

  • Rhee, M.S., T.L. Wheeler, S.D. Shackleford, and M. Koohmaraie. 2004. Variation in palatability and biochemical traits within and among eleven beef muscles. Journal of Animal Science 82: 534–550.

    Article  CAS  PubMed  Google Scholar 

  • Richter, E.L., M.E. Drewnoski, and S.L. Hansen. 2012. The effect of dietary sulfur on performance, mineral status, rumen hydrogen sulfide, and rumen microbial populations in yearling beef steers. Journal of Animal Science 90: 3945–3953.

    Article  CAS  PubMed  Google Scholar 

  • Robbins, K., J. Jensen, K.J. Ryan, C. Homco-Ryan, F.K. McKeith, and M.S. Brewer. 2003a. Dietary vitamin E supplementation effects on the color and sensory characteristics of enhanced beef steaks. Meat Science 64: 279–285.

    CAS  PubMed  Google Scholar 

  • ———. 2003b. Effects of dietary vitamin E supplementation on textural and aroma attributes of enhanced beef clod roasts in a cook/hot hold situation. Meat Science 64: 317–322.

    CAS  PubMed  Google Scholar 

  • Rochat, S., and A. Chaintreau. 2005. Carbonyl odorants contributing to the in-oven roast beef top note. Journal of the Science of Food and Agriculture 53: 9578.

    Article  CAS  Google Scholar 

  • Rodríguez-Estrada, M.T., G. Penazzi, M.F. Caboni, G. Bertacco, and G. Lercker. 1997. Effect of different cooking methods on some lipid and protein components of hamburgers. Meat Science 45: 365–375.

    Article  PubMed  Google Scholar 

  • Rosen, E.D., and O.A. MacDougald. 2006. Adipocyte differentiation from the inside out. Nature reviews. Molecular Cell Biology 7: 885–896.

    CAS  PubMed  Google Scholar 

  • Rothschild, M.F., Z.L. Hu, and Z. Jiang. 2007. Advances in QTL mapping in pigs. International Journal of Biological Sciences 3: 192–197.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Russell, R.G., and F.T. Oteruelo. 1981. An ultrastructural study of the differentiation of skeletal muscle in the bovine fetus. Anatomy and Embryology 162: 403–417.

    Article  CAS  PubMed  Google Scholar 

  • Ryan, E.S., A. Aherne, M.N. O’Grady, L. McGovern, J.P. Kerry, and N.M. O’Brian. 2009. Bioactivity of herb enriched beef patties. Journal of Medicinal Foods 12: 893–901.

    Article  CAS  Google Scholar 

  • Sadkowski, T., A. Ciecierska, A. Majewska, J. Oprządek, K. Dasiewicz, M. Ollik, Z. Wicik, and T. Motyl. 2014. Transcriptional background of beefmarbling—Novel genes implicated in intramuscular fat deposition. Meat Science 97: 32–41.

    Article  CAS  PubMed  Google Scholar 

  • Safari, E., N.M. Fogarty, G.R. Ferrier, L.D. Hopkins, and A. Gilmour. 2001. Diverse lamb genotypes. 3. Eating quality and the relationship between its objective measurement and sensory assessment. Meat Science 57: 153–159.

    Article  CAS  PubMed  Google Scholar 

  • Saiga, A., S. Tanabe, and T. Nishimura. 2003. Antioxidant activity of peptides obtained from porcine myofibrillar proteins by protease treatment. Journal of Agricultural and Food Chemistry 51: 3661–3667.

    Article  CAS  PubMed  Google Scholar 

  • Sainz, R.D., F. De la Torre, and J.W. Oltjen. 1995. Compensatory growth and carcass quality in growth-restricted and refed beef steers. Journal of Animal Science 73: 2971–2979.

    Article  CAS  PubMed  Google Scholar 

  • Samuelsson, A.M., P.A. Matthews, M. Argenton, M.R. Christie, J.M. McConnell, E.H. Jansen, and et. al. 2008. Diet-induced obesity in femalemice leads to offspring hyperphagia, adiposity, hypertension, and insulin resistance: A novel murine model of developmental programming. Hypertension 51: 383–392.

    Article  CAS  PubMed  Google Scholar 

  • Sanudo, C., M. Enser, M. Campo, G. Nute, G. Maria, I. Sierra, et al. 2000. Fatty acid composition and sensory characteristics of lamb carcasses from Britain and Spain. Meat Science 54: 339–346.

    Article  CAS  PubMed  Google Scholar 

  • Sasaki, Y., K. Nagai, Y. Nagata, K. Doronbekov, S. Nishimura, S. Yoshioka, and T. Yamada. 2006. Exploration of genes showing intramuscular fat deposition-associated expression changes in musculus longissimus muscle. Animal Genetics 37: 40–46.

    Article  CAS  PubMed  Google Scholar 

  • Sasaki, N., M. Nakamura, and S. Soeta. 2014. Molecular analysis of cytosolic and mitochondrial malate dehydrogenases isolated from domestic cats (Felis catus). Genetics and Molecular Research 13: 6855–6864.

    Article  CAS  PubMed  Google Scholar 

  • Savell, J.W., H.R. Cross, and G.C. Smith. 1986. Percentage ether extractible fat and moisture content of beef longissimus muscle as related to USDA marbling score. Journal of Food Science 51: 838–840.

    Article  Google Scholar 

  • Savell, J.W., R.E. Branson, H.R. Cross, D.M. Stiffler, J.W. Wise, D.B. Griffin, and G.C. Smith. 1987. National consumer retail beef study: Palatability evaluations of beef loin steaks that differed in marbling. Journal of Food Science 52: 517–519.

    Article  Google Scholar 

  • Schafer, A., E. Karaulanov, U. Stapf, G. Doderlein, and C. Niehrs. 2013. Ing1 functions in DNA demethylation by directing Gadd45a to H3K4me3. Genes & Development 27: 261–273.

    Article  CAS  Google Scholar 

  • Scheffler, J.M., M.A. McCann, S.P. Greiner, H. Jiang, M.D. Hanigan, G.A. Bridges, S.L. Lake, and D.E. Gerrard. 2014. Early metabolic imprinting events increase marbling scores in fed cattle. Journal of Animal Science 92: 320–324.

    Article  CAS  PubMed  Google Scholar 

  • Schreurs, N.M., G.A. Lane, M.H. Tavendale, T.N. Barry, and W.C. McNabb. 2008. Pastoral flavor in meat products from ruminants fed fresh forages and its amelioration by forage condensed tannins. Animal Feed Science and Technology 146: 193–221.

    Article  CAS  Google Scholar 

  • Schroeder, J.W., D.A. Cramer, R.A. Bowling, and C.W. Cook. 1980. Palatability, shelf life, and chemical differences between forage- and grain-finished beef. Journal of Animal Science 50: 852.

    CAS  Google Scholar 

  • Schuettengruber, B., and G. Cavalli. 2009. Recruitment of polycomb group complexes and their role in the dynamic regulation of cell fate choice. Development 136: 3531–3542.

    Article  CAS  PubMed  Google Scholar 

  • Schuettengruber, B., A.M. Martinez, N. Iovino, and G. Cavalli. 2011. Trithorax group proteins: Switching genes on and keeping them active. Nature reviews. Molecular Cell Biology 12: 799–814.

    CAS  PubMed  Google Scholar 

  • Schwarz, E.J., M.J. Reginato, D. Shao, S.L. Krakow, and M.A. Lazar. 1997. Retinoic acid blocks adipogenesis by inhibiting C/EBPbeta-mediated transcription. Molecular and Cellular Biology 17: 1552–1561.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Scollan N.D., Hocquette J.F., Nuernberg K., Dannenberger D., Richardson R.I., Moloney A.P. 2006. Innovations in beef production systems that enhance the nutritional and health value of beef lipids and their relationship with meat quality. Meat Science 74:17–33.

    Article  CAS  PubMed  Google Scholar 

  • Seideman, S.C., Z.L. Carpenter, G.C. Smith, and K.E. Hoke. 1976. Effect of degree of vacuum and length of storage on the physical characteristics of vacuum packaged beef wholesale cuts. Journal of Food Science 41: 732–737.

    Article  Google Scholar 

  • Seo, J.B., H.M. Moon, W.S. Kim, Y.S. Lee, H.W. Jeong, E.J. Yoo, and J.B. Kim. 2004. Activated liver X receptors stimulate adipocyte differentiation through induction of peroxisome proliferator-activated receptor gamma expression. Molecular and Cellular Biology 24: 3430–3444.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shackleford, S.D., T.L. Wheeler, and M. Koohmaraie. 1995. Relationship between shear force and trained sensory panel tenderness ratings of 10 major muscles from Bos indicus and Bos taurus cattle. Journal of Animal Science 73: 3333–3340.

    Article  Google Scholar 

  • Shahidi, F., L.J. Rubin, and L.A. D’Souza. 1986. Meat flavor volatiles: A review of the composition, techniques of analysis, and sensory evaluation. Critical Reviews in Food Science and Nutrition 24: 141–243.

    Article  CAS  PubMed  Google Scholar 

  • Shahidi, F., P.K. Janitha, and P.D. Wanasundara. 1992. Phenolic antioxidants. Critical Reviews in Food Science and Nutrition 32: 67–103.

    Article  CAS  PubMed  Google Scholar 

  • Sharafati-Chaleshtori, R., N. Rokni, M. Rafieian-Kopaei, F. Drees, and E. Salehi. 2015. Antioxidant and antibacterial activity of basil (Ocimum basilicum l.) essential oil in beef burger. Journal of Agricultural Science and Technology 17: 817–826.

    Google Scholar 

  • Sharman, E.D., P.A. Lancaster, C.R. Krehbiel, G.G. Hilton, D.R. Stein, U. DeSilva, and G.W. Horn. 2013a. Effects of starch- vs. fiber-based energy supplements during winter grazing on partitioning of fat among depots and adipose tissue gene expression in growing cattle and final carcass characteristics. Journal of Animal Science 91: 2264–2277.

    Article  CAS  PubMed  Google Scholar 

  • Sharman, E.D., P.A. Lancaster, C.P. McMurphy, A.J. Garmyn, B.J. Pye, G.G. Mafi, C.L. Goad, W.A. Phillips, J.D. Starkey, C.R. Krehbiel, and G.W. Horn. 2013b. Effect of rate of body weight gain in steers during the stocker phase. I. Growth, partitioning of fat among depots, and carcass characteristics of growing-finishing beef cattle. Journal of Animal Science 91: 4322–4335.

    Article  CAS  PubMed  Google Scholar 

  • Shaw, N., M. Elholm, and N. Noy. 2003. Retinoic acid is a high affinity selective ligand for the peroxisome proliferator-activated receptor beta/delta. The Journal of Biological Chemistry 278: 41589–41592.

    Article  CAS  PubMed  Google Scholar 

  • Shin, S.C., and E.R. Chung. 2016. Identification of differentially expressed genes between high and low marbling score grades of the longissimus lumborum muscle in Hanwoo (Korean cattle). Meat Science 121: 114–118.

    Article  CAS  PubMed  Google Scholar 

  • Shirouchi, B., E. Albrecht, G. Nuernberg, S. Maak, S. Olavanh, Y. Nakamura, and et. al. 2014. Fatty acid profiles and adipogenic gene expression of various fat depots in Japanese Black and Holstein steers. Meat Science 96: 157–164.

    CAS  PubMed  Google Scholar 

  • Shorland, F.B., Z. Czochanska, M. Moy, R.A. Barton, and A.L. Rae. 1970. Influence of pasture species on the flavour, odour and keeping quality of lamb and mutton. Journal of Science and Food Agriculture 21: 1–4.

    Article  CAS  Google Scholar 

  • Sillence, M.N. 2004. Technologies for the control of fat and lean deposition in livestock. Veterinary Journal 167: 242–257.

    Article  CAS  Google Scholar 

  • Sitz, B.M., C.R. Calkins, D.M. Feuz, W.J. Umberger, and K.M. Eskridge. 2005. Consumer sensory acceptance and value of domestic, Canadian, and Australian grassfed beef steaks. Journal of Animal Science 83: 2863–2868.

    CAS  PubMed  Google Scholar 

  • Sivadier, G., J. Ratel, and E. Engel. 2010. Persistence of pasture feeding volatile biomarkers in lamb fats. Food Chemistry 118: 418–425.

    Article  CAS  Google Scholar 

  • Smith, S.B., and J.D. Crouse. 1984. Relative contributions of acetate, lactate and glucose to lipogenesis in bovine intramuscular and subcutaneous adipose tissue. The Journal of Nutrition 114: 792–800.

    Article  CAS  PubMed  Google Scholar 

  • Smith, G.C., G.R. Culp, and Z.L. Carpenter. 1978. Postmortem aging of beef carcasses. Journal of Food Science 43: 823–826.

    Article  Google Scholar 

  • Smith, G.C., J.W. Savell, H.R. Cross, and Z.L. Carpenter. 1983. The relationship of USDA quality grade to beef flavor. Food Technology 37: 233–238.

    Google Scholar 

  • Smith, G.C., Z.L. Carpenter, H.R. Cross, C.E. Murphey, H.C. Abraham, J.W. Savell, G.W. Davis, B.W. Berry, and F.C. Parrish Jr. 1985. Relationship of USDAmarbling groups to palatability of cooked beef. Journal of Food Quality 7: 289–308.

    Article  Google Scholar 

  • Smith, S.B., A. Yang, T.W, Larsen, and R.K. Tume. 1998a. Positional analysis of triacylglycerols from bovine adipose tissue lipids varying in degree of unsaturation. Lipids 33:197-207.

    Article  CAS  PubMed  Google Scholar 

  • Smith, S.B., D.K. Lunt, K.Y. Chung, C.B. Choi, R.K. Tume, and M. Zembayashi. 2006. Adiposity, fatty acid composition, and delta-9 desaturase activity during growth in beef cattle. Animal Science Journal 77: 478–486.

    Article  CAS  Google Scholar 

  • Smith, K.R., S.K. Duckett, M.J. Azain, R.N. Sonon Jr., and T.D. Pringle. 2007. The effect of anabolic implants on intramuscular lipid deposition in finished beef cattle. Journal of Animal Science 85: 430–440.

    Article  CAS  PubMed  Google Scholar 

  • Smith, R.D., K.L. Nicholson, J.D.W. Nicholson, K.B. Harris, R.K. Miller, D.B. Griffin, and J.W. Savell. 2008c. Dry versus wet aging of beef: Retail cutting yields and consumer palatability evaluations of steaks from US choice and US select short loins. Meat Science 79: 631–639.

    Article  CAS  PubMed  Google Scholar 

  • Smith, S.B., C.A. Gill, D.K. Lunt, and M.A. Brooks. 2009a. Regulation of fat and fatty acid composition in beef cattle. Asian-Australasian Journal of Animal Sciences 22: 1225–1233.

    CAS  Google Scholar 

  • Smith, S.B., H. Kawachi, C.B. Choi, C.W. Choi, G. Wu, and J.E. Sawyer. 2009b. Cellular regulation of bovine intramuscular adipose tissue development and composition. Journal of Animal Science 87: E72–E82.

    Article  CAS  PubMed  Google Scholar 

  • Soladoye, O.P., M.L. Juárez, J.L. Aalhus, P. Shand, and M. Estévez. 2015. Protein oxidation in processed meat: Mechanisms and potential implications on human health. Comprehensive Reviews in Food Science and Food Safety 14: 106–122.

    Article  CAS  PubMed  Google Scholar 

  • Spanier, A.M., K.W. McMillin, and J.A. Miller. 1990. Enzyme activity levels in beef: Effects of postmortem aging and endpoint temperature. Journal of Food Science 55: 318–322.

    Article  Google Scholar 

  • Spanier, A.M., M. Flores, K.W. McMillin, and T.D. Bidner. 1997. The effect of postmortem aging on meat flavour quality in Brangus beef. Correlation of treatments, sensory, instrumental and chemical descriptors. Food Chemistry 59: 531–538.

    Article  CAS  Google Scholar 

  • Spanier, A.M., M. Flores, F. Toldra, M.C. Aristoy, K.L. Bett, P. Bysticky, and et. al. 2004. Meat flavor: contribution of proteins and peptides to the flavor of beef. Advances in Experimental Medicine and Biology 542: 33–49.

    Article  CAS  PubMed  Google Scholar 

  • Specht, K., and W. Baltes. 1994. Identification of volatile flavor compounds with high aroma values from shallow-fried beef. Journal of Agricultural and Food Chemistry 42: 2246–2253.

    Article  CAS  Google Scholar 

  • Spiegelman, B.M., and J.S. Flier. 1996. Adipogenesis and obesity: Rounding out the big picture. Cell 87: 377–389.

    Article  CAS  PubMed  Google Scholar 

  • Srinivasan, S., and H.O. Hultin. 1997. Chemical, physical, and functional properties of cod proteins modified by a nonenzymic free-radical-generating system. Journal of Agricultural and Food Chemistry 45: 310–320.

    Article  CAS  Google Scholar 

  • Stetzer, A.J., K. Cadwallader, T.K. Singh, F.K. McKeith, and M.S. Brewer. 2008. Effect of enhancement and aging on flavor and volatile compounds in various beef muscles. Meat Science 79: 13–19.

    Article  CAS  PubMed  Google Scholar 

  • Suzuki, J., and M.E. Bailey. 1985. Direct sampling capillary GLC analysis of flavor volatiles from ovine. Food Chemistry 33: 343–347.

    Article  CAS  Google Scholar 

  • Taga, H., M. Bonnet, B. Picard, M.C. Zingaretti, I. Cassar-Malek, S. Cinti, and Y. Chilliard. 2011. Adipocytemetabolismand cellularity are related to differences in adipose tissue maturity between Holstein and Charolais or Blond d’Aquitaine fetuses. Journal of Animal Science 89: 711–721.

    Article  CAS  PubMed  Google Scholar 

  • Taga, H., Y. Chilliard, B. Meunier, C. Chambon, B. Picard, M.C. Zingaretti, et al. 2012. Cellular and molecular large-scale features of fetal adipose tissue: Is bovine perirenal adipose tissue brown. Journal of Cellular Physiology 227: 1688–1700.

    Article  CAS  PubMed  Google Scholar 

  • Takakura, Y., T. Sakamoto, S. Hirai, T. Masuzawa, H. Wakabayashi, and T. Nishimura. 2014. Characterization of the key aroma compounds in beef extract using aroma extract dilution analysis. Meat Science 97: 27–31.

    Article  CAS  PubMed  Google Scholar 

  • Tarladgis, B.G., B.M. Watts, N.T. Younathan, and L. Dugan. 1960. A distillation method for the quantitative determination of malonaldehyde in rancid foods. Journal of the American Oil Chemists’ Society 37: 44048.

    Article  Google Scholar 

  • Thiansilakul, Y., S. Benjakul, and F. Shahidi. 2007. Antioxidative activity of protein hydrolysate from round scad muscle using alcalase and flavourzyme. Journal of Food Biochemistry 31: 266–287.

    Article  CAS  Google Scholar 

  • Thompson, J.M. 2004. The effects of marbling on flavour and juiciness scores of cooked beef, after adjusting to a constant tenderness. Australian Journal of Experimental Agriculture 44: 645–652.

    Article  Google Scholar 

  • Toldrá, F., and M. Flores. 2000. The use of muscle enzymes as predictors of porkmeat quality. Food Chemistry 69: 387–395.

    Article  Google Scholar 

  • Tong, J., M.J. Zhu, K.R. Underwood, B.W. Hess, S.P. Ford, and M. Du. 2008. AMP activated protein kinase and adipogenesis in sheep fetal skeletal muscle and 3T3-L1 cells. Journal of Animal Science 86: 1296–1305.

    Article  CAS  PubMed  Google Scholar 

  • Tong, J.F., X. Yan, J.X. Zhao, M.J. Zhu, P.W. Nathanielsz, and M. Du. 2011. Metformin mitigates the impaired development of skeletal muscle in the offspring of obese mice. Nutrition & Diabetes 1: 7.

    Article  CAS  Google Scholar 

  • Torii, S., M. Ohyama, T. Matsui, and H. Yano. 1998. Ascorbic acid-2-phosphate enhances adipocyte differentiation of cultured stromal vascular cells prepared from bovine perirenal adipose tissue. Animal Science Journal 69: 439–444.

    CAS  Google Scholar 

  • Tornberg, E. 2005. Effects of heat on meat proteins. Implications on structure and quality of meat products. Meat Science 70: 493–508.

    Article  CAS  PubMed  Google Scholar 

  • Tume, R.K. 2004. The effect of environmental factors on fatty acid composition and the assessment of marbling in beef cattle: A review. Australian Journal of Experimental Agriculture 44: 663–668.

    Article  CAS  Google Scholar 

  • Van Ba, H., I. Hwang, D. Jeong, and A. Touseef. 2012. Principle of meat aroma flavors and future prospect. In Latest research into quality control, ed. Isin Akyar, 145–176. Rijeka Croatia: InTech.

    Google Scholar 

  • Vasta, V., and A. Priolo. 2006. Ruminant fat volatiles as affected by diet. A review. Meat Science 73: 218–228.

    Article  CAS  PubMed  Google Scholar 

  • Vatansever, L., E.M. Kurt, G.R. Enser, N.D. Nute, J.D. Scollan, J.D. Wood, and R.I. Richardson. 2000. Shelf life and eating quality of beef from cattle of different breeds given diets differing in n-3 polyunsaturated fatty acid composition. British Socity Animal Science 71: 471–482.

    Article  CAS  Google Scholar 

  • Vazquez-Arujo, I., E. Chambers, K. AdhiKari IV, G. Hough, and A.A. Carbonell-Barrachina. 2013. Influence of various traditional seasonings on beef flavor: United States, Spanish and Argentinian practices. Meat Science 93: 61–65.

    Article  Google Scholar 

  • Velioglu, Y.S., G. Mazza, L. Gao, and B.D. Oomah. 1998. Antioxidant activity and total phenolics in selected fruits, vegetables, and grain products. Journal of Agricultural and Food Chemistry 46: 4113–4117.

    Article  CAS  Google Scholar 

  • Vestergaard, M., N. Oksbjerg, and P. Henckel. 2000a. Influence of feeding intensity, grazing and finishing feeding on muscle fiber characteristics and meat color of semitendinosus, longissimus dorsi and supraspinatus muscles of young bulls. Meat Science 54: 177–185.

    CAS  PubMed  Google Scholar 

  • Vestergaard, M., M. Therkildsen, P. Henckel, L.R. Jensen, H.R. Andersen, and K. Sejrsen. 2000b. Influence of feeding intensity, grazing and finishing feeding on meat and eating quality of young bulls and the relationship between muscle fiber characteristics, fiber fragmentation and meat tenderness. Meat Science 54: 187–195.

    Article  CAS  PubMed  Google Scholar 

  • Waldman, R.C., G.G. Suess, and V.H. Brungardt. 1968. Fatty acids of certain bovine tissue and their association with growth, carcass and palatability traits. Journal of Animal Science 27: 632–635.

    Article  CAS  Google Scholar 

  • Wang, Y.H., K.A. Byrne, A. Reverter, G.S. Harper, M. Taniguchi, S.M. McWilliam, and S.A. Lehnert. 2005. Transcriptional profiling of skeletal muscle tissue from two breeds of cattle. Mammalian Genome 16: 201–210.

    Article  CAS  PubMed  Google Scholar 

  • Wang, Y.H., N.I. Bower, A. Reverter, S.H. Tan, N. De Jager, R. Wang, and S.A. Lehnert. 2009. Gene expression patterns during intramuscular fat development in cattle. Journal of Animal Science 87: 119–130.

    Article  CAS  PubMed  Google Scholar 

  • Wang, L., S. Xu, J.E. Lee, A. Baldridge, S. Grullon, W. Peng, and K. Ge. 2013. Histone H3K9 methyltransferase G9a represses PPARgamma expression and adipogenesis. The EMBO Journal 32: 45–59.

    Article  PubMed  CAS  Google Scholar 

  • Wang, B., Q. Yang, C.L. Harris, M.L. Nelson, J.R. Busboom, M.J. Zhu, and M. Du. 2016. Nutrigenomic regulation of adipose tissue development—role of retinoic acid: A review. Meat Science 120: 100–106.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ward, A.K., J.J. McKinnon, S. Hendrick, and F.C. Buchanan. 2012. The impact of vitamin A restriction and ADH1C genotype on marbling in feedyard steers. Journal of Animal Science 90: 2476–2483.

    Article  CAS  PubMed  Google Scholar 

  • Warren H.E., N.D. Scollan, M. Enser, S.I. Hughes, R.I. Richardson, and J.D. Wood. 2008a. Effects of breed and a concentrate or grass silage diet on beef quality in cattle of 3 ages. I: Animal performance, carcass quality and muscle fatty acid composition. Meat Science 78:256–269.

    Article  CAS  PubMed  Google Scholar 

  • Warren, H.E., N.D. Scollan, G.R. Nute, S.I. Hughes, J.D. Wood, and R.I. Richardson. 2008b. Effects of breed and a concentrate or grass silage diet on beef quality in cattle of 3 ages. II: Meat stability and flavour. Meat Science 78: 270–278.

    Article  CAS  PubMed  Google Scholar 

  • Warrington, B.G., J.W. Holloway, T.D.A. Forbes, C.M. Hensarling, P.E. Heinrich and N.C. Tipton. 2008. Evaluation of fatty acid profiles pf Longissimus muscle steaks from Bonsmara crossbred steers as compared with other beef available in retail markets. Beef Cattle Research TX, Department of Animal Science Texas A&M University.

    Google Scholar 

  • Watanabe, A., M. Imanari, M. Yonai, and N. Shiba. 2012. Effect of α-tocopherol n lactone formation in marbled beef and changes in lactone volatility during storage. Journal of Food Science 77: C627–C631.

    Article  CAS  PubMed  Google Scholar 

  • Waterland, R.A., and R.L. Jirtle. 2003. Transposable elements: Targets for early nutritional effects on epigenetic gene regulation. Molecular and Cellular Biology 23: 5293–5300.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Watkins, P.J., G. Kearney, G. Rose, D. Allen, A.J. Ball, D.W. Pethick, and R.D. Warner. 2014. Effect of branched-chain fatty acids, 3-methylindole and 4-methylphenol on consumer sensory scores of grilled lamb meat. Meat Science 96: 1088–1094.

    Article  CAS  PubMed  Google Scholar 

  • Waylan, A.T., J.D. Dunn, B.J. Johnson, J.P. Kayser, and E.K. Sisson. 2004. Effect of flax supplementation and growth promotants on lipoprotein lipase and glycogenin messenger RNA concentrations in finishing cattle. Journal of Animal Science 82: 1868–1875.

    Article  CAS  PubMed  Google Scholar 

  • Wei, L.N. 2012. Chromatin remodeling and epigenetic regulation of the CrabpI gene in adipocyte differentiation. Biochimica et Biophysica Acta 1821: 206–212.

    Article  CAS  PubMed  Google Scholar 

  • Werkhoff, P., J. Brüning, R. Emberger, M. Güntert, M. Köpsel, W. Kuhn, et al. 1990. Isolation and characterization of volatile sulfur-containing meat flavor components in model systems. Journal of the Science of Food and Agriculture 38: 777–791.

    Article  CAS  Google Scholar 

  • Westerling, D.B., and H.B. Hedrick. 1979. Fatty acid composition of bovine lipids as influenced by diet, sex and anatomical location and relationship to sensory characteristics. Journal of Animal Science 48: 1343–1348.

    CAS  Google Scholar 

  • Wheeler, T.L., L.V. Cundiff, S.D. Shackleford, and M. Koohmaraie. 2005. Characterization of biological types of cattle (Cycle VII): Carcass, yield, and longissimus palatability traits. Journal of Animal Science 83: 196–207.

    Article  CAS  PubMed  Google Scholar 

  • Wood, J.D., R.I. Richardson, G.R. Nute, A.V. Fisher, N.M. Campo, E. Kasapidiou, P.R. Sheard, and M. Enser. 2004. Effects of fatty acids on meat quality: A review. Meat Science 66: 21–32.

    CAS  PubMed  Google Scholar 

  • Wood, J.D., M. Enser, A.V. Fisher, G.R. Nute, P.R. Sheard, R.I. Richardson, S.I. Hughes, and F.M. Whittington. 2008. Fat deposition, fatty acid composition and meat quality: A review. Meat Science 78: 343–358.

    CAS  PubMed  Google Scholar 

  • Wu, H., and Y. Zhang. 2014. Reversing DNA methylation: Mechanisms, genomics, and biological functions. Cell 156: 45–68.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Xiong, Y.L., D. Park, and T. Ooizumi. 2009. Variation in the cross-linking pattern of porcine myofibrillar protein exposed to three oxidative environments. Journal of Agricultural and Food Chemistry 57: 153–159.

    Article  CAS  PubMed  Google Scholar 

  • Xiong, Y.L., S.P. Blanchard, T. Ooizumi, and Y. Ma. 2010. Hydroxyl radical and ferryl generating systems promote gel network formation of myofibrillar protein. Journal of Food Science 75: C215–C221.

    Article  CAS  PubMed  Google Scholar 

  • Yamada, T., and N. Nakanishi. 2012. Effects of the roughage/concentrate ratio on the expression of angiogenic growth factors in adipose tissue of fattening Wagyu steers. Meat Science 90: 807–813.

    Article  CAS  PubMed  Google Scholar 

  • Yamaguchi, S., T. Yoshikawa, S. Ikeda, and T. Ninomiya. 1971. Measurement of the relative taste intensity of some L-α-amino acids and 5΄-nucleotides. Journal of Food Science 36: 846–849.

    Article  CAS  Google Scholar 

  • Yan, X., M.J. Zhu, W. Xu, J.F. Tong, S.P. Ford, P.W. Nathanielsz, and M. Du. 2010. Upregulation of Toll-like receptor 4/nuclear factor-kappaB signaling is associated with enhanced adipogenesis and insulin resistance in fetal skeletal muscle of obese sheep at late gestation. Endo 151: 380–387.

    Article  CAS  Google Scholar 

  • Yan, X., Y. Huang, J.X. Zhao, N.M. Long, A.B. Uthlaut, M.J. Zhu, et al. 2011. Maternal obesity-impaired insulin signaling in sheep and induced lipid accumulation and fibrosis in skeletal muscle of offspring. Biology of Reproduction 85: 172–178.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Yanagihara, K., Y. Yano, T. Nakamura, H. Nakai, and R. Tanabe. 1995. Changes in sensory, physical and chemical properties of beef loins during prolonged conditioning at chilled temperature. Japanese Animal Science and Technology 66: 160–168.

    Google Scholar 

  • Yancey, E.J., M.E. Dikeman, K.A. Hachmeister, E. Chambers IV, and G.A. Milliken. 2005. Flavor characterization of top-blade, top-sirloin, and tenderloin steaks as affected by pH, maturity, and marbling. Journal of Animal Science 83: 2618–2623.

    Article  CAS  PubMed  Google Scholar 

  • Yang, A., M.C. Lanari, M. Brewster, and R.K. Tume. 2002. Lipid stability and meat color of beef from pasture- and grain-fed cattle with or without vitamin E supplement. Meat Science 60: 41–50.

    CAS  PubMed  Google Scholar 

  • Yang, H.S., E.J. Lee, S.H. Moon, H.D. Paik, and D.U. Ahn. 2011. Addition of garlic or onion before irradiation on lipid oxidation, volatiles and sensory characteristics of cooked ground beef. Meat Science 88: 286–291.

    Article  CAS  PubMed  Google Scholar 

  • Yang, Q.Y., J.F. Liang, C.J. Rogers, J.X. Zhao, M.J. Zhu, and M. Du. 2013. Maternal obesity induces epigenetic modifications to facilitate zfp423 expression and enhance adipogenic differentiation in fetal mice. Diabetes 62: 3727–3735.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Yano, H. 2001. Improved method for meat quality. Japanese Patent No. 11122, granted 19 January 2001.

    Google Scholar 

  • Yao, Y., L. Zhu, L. He, Y. Duan, W. Liang, Z. Nie, et al. 2015. A meta-analysis of the relationship between vitamin D deficiency and obesity. International Journal of Clinical and Experimental Medicine 8: 14977–14984.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Ye, W.Z., A.F. Reis, D. Dubois-Laforgue, C. Bellanne-Chantelot, J. Timsit, and G. Velho. 2001. Vitamin D receptor gene polymorphisms are associated with obesity in type 2 diabetic subjects with early age of onset. European Journal of Endocrinology 145: 181–186.

    Article  CAS  PubMed  Google Scholar 

  • Yin, C., and W. Cheng. 2003. Antioxidant and antimicrobial effects of four garlic-derived organosulfur compounds in ground beef. Meat Science 63: 23–28.

    PubMed  Google Scholar 

  • Yoo, K.M., C.H. Lee, H. Lee, B. Moon, and C.Y. Lee. 2008. Relative antioxidant and cytoprotective activities of common herbs. Food Chemistry 106: 929–936.

    Article  CAS  Google Scholar 

  • Young, O.A., and T.J. Braggins. 1998. Sheep meat odour and flavour. In Flavor of meat, meat products and seafoods, ed. F. Shahidi, 101–130. London: Blackie Academic and Professional.

    Google Scholar 

  • Young, O.A., J.L. Berdagué, C. Viallon, S. RoussetAkrim, and M. Theriez. 1997. Fat-borne volatiles and sheepmeat odour. Meat Science 45: 183–200.

    Article  CAS  PubMed  Google Scholar 

  • Young, O.A., G.A. Lane, A. Priolo, and K. Fraser. 2003. Pastoral and species flavour in lambs raised on pasture, lucerne or maize. Journal of the Science of Food and Agriculture 83: 93–104.

    Article  CAS  Google Scholar 

  • Zhan, Q., K.A. Lord, I. Alamo Jr., M.C. Hollander, F. Carrier, D. Ron, A. Fornace Jr., et al. 1994. The gadd and MyD genes define a novel set of mammalian genes encoding acidic proteins that synergistically suppress cell growth. Molecular and Cellular Biology 14: 2361–2371.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Zhang, Y.W., H.L. Luo, K. Liu, H.N. Jia, Y. Chen, and Z.Z. Wang. 2015. Antioxidant effects of liquorice (Glycyrrhiza uralensis) extract during aging of longissimus thoracis muscle in tan sheep. Meat Science 105: 38–45.

    Article  PubMed  Google Scholar 

  • Zhao, Q.H., S.G. Wang, S.X. Liu, J.P. Li, Y.X. Zhang, Z.Y. Sun, et al. 2013. PPAR gamma forms a bridge between DNA methylation and histone acetylation at the C/EBPalpha gene promoter to regulate the balance between osteogenesis and adipogenesis of bone marrow stromal cells. The FEBS Journal 280: 5801–5814.

    Article  CAS  PubMed  Google Scholar 

  • Zhu, M.J., B. Han, J. Tong, C. Ma, J.M. Kimzey, K.R. Underwood, and et. al. 2008. AMP activated protein kinase signalling pathways are down regulated and skeletalmuscle development impaired in fetuses of obese, over-nourished sheep. The Journal of Physiology 586: 2651–2664.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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Holloway, J.W., Wu, J. (2019). Flavor Intrinsic Character. In: Red Meat Science and Production. Springer, Singapore. https://doi.org/10.1007/978-981-13-7860-7_7

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