Development of nutrigenomic based precision management model for Hanwoo steers
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초록
Focusing high marble deposition, Hanwoo feedlot system uses high-energy diet over the prolonged fattening period. However, due to the individual genetic variation, around 40% of them are graded into inferior quality grades (QG), despite they utilized the same resources. Therefore, focusing on development of a nutrigenomic based precision management model, this study was to evaluated the response to the divergent selection on genetic merit for marbling score (MS), under different dietary total digestible nutrient (TDN) levels. Total of 111 calves were genotyped and initially grouped according to estimated breeding value (high and low) for marbling score (MS-EBV). Subsequently, managed under two levels of feed TDN%, over the calf period, early, middle, and final fattening periods following 2 × 2 factorial arrangement. Carcasses were evaluated for MS, Back fat thickness (BFT) and Korean beef quality grading standard. As the direct response to the selection was significant, the results confirmed the importance of initial genetic grouping of Hanwoo steers for MS-EBV. However, dietary TDN level did not show an effect (p > 0.05) on the MS. Furthermore, no genetic-by-nutrition interaction for MS (p > 0.05) was also observed. The present results showed no correlation response on BFT (p > 0.05), which indicates that the selection based on MS-EBV can be used to enhance the MS without undesirable effect on BFT. Ultimate turnover of the Hanwoo feedlot operation is primarily determined by the QGs. The present model shows that the initial grouping for MS-EBV increased the proportion of carcasses graded for higher QGs (QG1++ and QG1+) by approximately 20%. Moreover, there appear to be a potential to increase the proportion of QG 1++ animals among the high-genetic group by further increasing the dietary energy content. Overall, this precision management strategy suggests the importance of adopting an MS based initial genetic grouping system for Hanwoo steers with a subsequent divergent management based on dietary energy level.
Abstract
Focusing high marble deposition, Hanwoo feedlot system uses high-energy diet over the prolonged fattening period. However, due to the individual genetic variation, around 40% of them are graded into inferior quality grades (QG), despite they utilized the same resources. Therefore, focusing on development of a nutrigenomic based precision management model, this study was to evaluated the response to the divergent selection on genetic merit for marbling score (MS), under different dietary total digestible nutrient (TDN) levels. Total of 111 calves were genotyped and initially grouped according to estimated breeding value (high and low) for marbling score (MS-EBV). Subsequently, managed under two levels of feed TDN%, over the calf period, early, middle, and final fattening periods following 2 × 2 factorial arrangement. Carcasses were evaluated for MS, Back fat thickness (BFT) and Korean beef quality grading standard. As the direct response to the selection was significant, the results confirmed the importance of initial genetic grouping of Hanwoo steers for MS-EBV. However, dietary TDN level did not show an effect (p > 0.05) on the MS. Furthermore, no genetic-by-nutrition interaction for MS (p > 0.05) was also observed. The present results showed no correlation response on BFT (p > 0.05), which indicates that the selection based on MS-EBV can be used to enhance the MS without undesirable effect on BFT. Ultimate turnover of the Hanwoo feedlot operation is primarily determined by the QGs. The present model shows that the initial grouping for MS-EBV increased the proportion of carcasses graded for higher QGs (QG1++ and QG1+) by approximately 20%. Moreover, there appear to be a potential to increase the proportion of QG 1++ animals among the high-genetic group by further increasing the dietary energy content. Overall, this precision management strategy suggests the importance of adopting an MS based initial genetic grouping system for Hanwoo steers with a subsequent divergent management based on dietary energy level.
참고문헌 (79)
- Dekkers JCM, "Application of genomics tools to animal breeding", Curr Genomics, 13, pp.207~212 (2012)[DOI]
- Hill WG, "Is continued genetic improvement of livestock sustainable?", Genetics, 202, pp.877~881 (2016)[DOI]
- Boichard D, "Genomic selection in domestic animals : principles, applications and perspectives", C R Biol, 339, pp.274~277 (2016)[DOI]
- Schefers JM, "Genomic selection in dairy cattle : integration of DNA testing into breeding programs", Anim Front, 2, pp.4~9 (2012)[DOI]
- VandeHaar MJ, "Harnessing the genetics of the modern dairy cow to continue improvements in feed efficiency", J Dairy Sci, 99, pp.4941~4954 (2016)[DOI]
- Asmelash B, "Livestock nutrigenomics applications and prospects", J Vet Sci Technol, 9, pp.1000506~ (2018)[DOI]
- 정찬성, "Effects of feeding system on growth performance, plasma biochemical components and hormones, and carcass characteristics in Hanwoo steers", Animal Bioscience, 30(8), pp.1117~1123 (2017), 아세아·태평양축산학회[DOI]
- Kim TI, "Effect of fermented total mixed rations on the growth performance, carcass and meat quality characteristics of Hanwoo steers", Anim Sci J, 89, pp.606~615 (2018)[DOI]
- Kinghorn BP, "The use of genomics in the management of livestock", Anim Prod Sci, 52, pp.78~91 (2012)[DOI]
- 이승환, "Hanwoo cattle: origin, domestication, breeding strategies and genomic selection", 한국축산학회지, 56(1), pp.1~8 (2014), 한국축산학회
- Kim S, "Breeding initiatives for Hanwoo cattle to thrive as a beef industry – a review study", J Anim Breed Genomics, 1, pp.102~124 (2017)[DOI]
- 최정우, "Whole-Genome Resequencing Analysis of Hanwoo and Yanbian Cattle to Identify Genome-Wide SNPs and Signatures of Selection", Molecules and Cells, 38(5), pp.466~473 (2015), 한국분자세포생물학회[DOI]
- 김효선, "한우보증씨수소 선발지수 개선에 관한 연구", 한국축산학회지, 52(2), pp.83~90 (2010), 한국축산학회
- Wood JD, "Fat deposition, fatty acid composition and meat quality : a review", Meat Sci, 78, pp.343~358 (2008)[DOI]
- Lim D, "Characterization of genes for beef marbling based on applying gene coexpression network", Int J Genomics, 2014, pp.708562~ (2014)[DOI]
- 박혜선, "Identification of Candidate Genes Associated with Beef Marbling Using QTL and Pathway Analysis in Hanwoo (Korean Cattle)", Animal Bioscience, 25(5), pp.613~620 (2012), 아세아·태평양축산학회[DOI]
- Cheng W, "Marbling analysis for evaluating meat quality : methods and techniques", Compr Rev Food Sci Food Saf, 14, pp.523~535 (2015)[DOI]
- Ki Yong Chung, "Current situation and future prospects for beef production in South Korea — A review", Animal Bioscience, 31(7), pp.951~960 (2018), 아세아·태평양축산학회[DOI]
- 정기용, "고에너지 사양이 비육후기 거세한우의 성장, 도체, 및 혈액성상에 미치는 영향", Korean Journal of Agricultural Science, 42(3), pp.261~268 (2015), 농업과학연구소
- Purcell S, "PLINK : a tool set for whole-genome association and population-based linkage analyses", Am J Hum Genet, 81, pp.559~575 (2007)[DOI]
- VanRaden PM, "Efficient methods to compute genomic predictions", J Dairy Sci, 91, pp.4414~4423 (2008)[DOI]
- Goddard M, "Genomic selection : prediction of accuracy and maximisation of long term response", Genetica, 136, pp.245~257 (2009)[DOI]
- "ASReml user guide release 4.1structural specification" (2015)[URL]
- Yang J, "GCTA : a tool for genome-wide complex trait analysis", Am J Hum Genet, 88, pp.76~82 (2011)[DOI]
- Cheong JH, "Animal products grading statistical yearbook" (2018), Korea Institute for Animal Products Quality Evaluation
- Choi CB, "Administration of zilpaterol hydrochloride alters feedlot performance, carcass characteristics, muscle, and fat profiling in finishing Hanwoo steers", Livest Sci, 157, pp.435~441 (2013)[DOI]
- "R: a language and environment for statistical computing" (2014)[URL]
- Yun Ho Choy, "Estimation of Relative Economic Weights of Hanwoo Carcass Traits Based on Carcass Market Price", Animal Bioscience, 25(12), pp.1667~1673 (2012), 아세아·태평양축산학회
- Doeschl-Wilson AB, "Using mechanistic animal growth models to estimate genetic parameters of biological traits", Animal, 1, pp.489~499 (2007)[DOI]
- Mavrogenis AP, "Environmental and genetic causes of variation in production traits of Damascus goats. 1. Pre-weaning and post-weaning growth", Anim Sci, 38, pp.91~97 (1984)[DOI]
- Vogt G, "Production of different phenotypes from the same genotype in the same environment by developmental variation", J Exp Biol, 211, pp.510~523 (2008)[DOI]
- Hayes BJ, "Models for genome × environment interaction : examples in livestock", Crop Sci, 56, pp.2251~2259 (2016)[DOI]
- 박승주, "Genetic, management, and nutritional factors affecting intramuscular fat deposition in beef cattle — A review", Animal Bioscience, 31(7), pp.1043~1061 (2018), 아세아·태평양축산학회[DOI]
- Ladeira MM, "Nutrigenomics and beef quality : a review about lipogenesis", Int J Mol Sci, 17, pp.918~ (2016)[DOI]
- Strucken EM, "Finding the marble – the polygenic architecture of intramuscular fat", J Anim Breed Genomics, 1, pp.69~76 (2017)[DOI]
- Lloyd SS, "Genetics of marbling in Wagyu revealed by the melting temperature of intramuscular and subcutaneous lipids", Int J Food Sci, 2017, pp.3948408~ (2017)[DOI]
- Dong Chen, "Sequencing and Characterization of Divergent Marbling Levels in the Beef Cattle (Longissimus dorsi Muscle) Transcriptome", Animal Bioscience, 28(2), pp.158~165 (2015), 아세아·태평양축산학회[DOI]
- Hoyoung Chung, "Confirmation of genotypic effects for the bovine APM1 gene on marbling in Hanwoo cattle", 한국축산학회지, 58(4), pp.1~6 (2016), 한국축산학회
- 신승철, "Effect of Single Nucleotide Polymorphism of Endothelial Differentiation G-Protein Coupled Receptor 1 (EDG1) Gene on Marbling Score in Hanwoo", 한국축산식품학회지, 32(6), pp.776~782 (2012), 한국축산식품학회[DOI]
- Shin SC, "Identification of differentially expressed genes between high and low marbling score grades of the longissimus lumborum muscle in Hanwoo(Korean cattle)", Meat Sci, 121, pp.114~118 (2016)[DOI]
- Watanabe N, "The T allele at the g. 1471620G>T in the EDG1 gene associated with high marbling in Japanese Black cattle is at a low frequency in breeds not selected for marbling", Anim Sci J, 81, pp.142~144 (2010)[DOI]
- Sasaki Y, "Exploration of genes showing intramuscular fat deposition-associated expression changes in musculus longissimus muscle", Anim Genet, 37, pp.40~46 (2006)[DOI]
- Yamada T, "Association of single nucleotide polymorphisms in the endothelial differentiation sphingolipid G-protein-coupled receptor 1 gene with marbling in Japanese Black beef cattle", Anim Genet, 40, pp.209~216 (2009)[DOI]
- Tong B, "No replicated association of the c.-312A > G in EDG1 with marbling in Niigata population of Japanese Black beef cattle", Open J Anim Sci, 3, pp.269~272 (2013)[DOI]
- Sukegawa S, "Replicated association of the single nucleotide polymorphism in EDG1 with marbling in three general populations of Japanese Black beef cattle", BMC Res Notes, 3, pp.66~ (2010)[DOI]
- Sukegawa S, "Multiple marker effects of single nucleotide polymorphisms in three genes, AKIRIN2, EDG1 and RPL27A, for marbling development in Japanese Black cattle", Anim Sci J, 85, pp.193~197 (2014)[DOI]
- 정의룡, "Novel SNP in the coding region of the FTO gene is associated with marbling score in Hanwoo (Korean cattle)", 한국축산학회지, 56(8), pp.1~6 (2014), 한국축산학회[DOI]
- Chung ER, "A novel SNP in the coding region of the akirin2 gene and its association with marbling score in Hanwoo(Korean cattle)", J Anim Sci Adv, 5, pp.1279~1286 (2015)[DOI]
- Kim H, "Association of a single nucleotide polymorphism in the akirin 2 gene with economically important traits in Korean native cattle", Anim Genet, 44, pp.750~753 (2013)[DOI]
- Bijma P, "A general definition of the heritable variation that determines the potential of a population to respond to selection", Genetics, 189, pp.1347~1359 (2011)[DOI]
- Burrow HM, "Quantitative and molecular genetic influences on properties of beef : a review", Aust J Exp Agric, 41, pp.893~919 (2001)[DOI]
- 황정미, "Genetic Analysis of Ultrasound and Carcass Measurement Traits in a Regional Hanwoo Steer Population", Animal Bioscience, 27(4), pp.457~463 (2014), 아세아·태평양축산학회[DOI]
- Yoon HB, "Estimation of genetic parameters for direct genetic effect for carcass traits of Hanwoo (Korean brown cattle) steers", 7th World Congress on Genetics Applied to Livestock Production (2002)
- Vieselmeyer BA, "Use of expected progeny differences for marbling in beef: I. production traits", J Anim Sci, 74, pp.1009~1013 (1996)[DOI]
- Gwartney BL, "Use of expected progeny differences for marbling in beef : II. carcass and palatability traits", J Anim Sci, 74, pp.1014~1022 (1996)[DOI]
- Bhuiyan MSA, "Genetic parameters of carcass and meat quality traits in different muscles(longissimus dorsi and semimembranosus)of Hanwoo(Korean cattle)", J Anim Sci, 95, pp.3359~3369 (2017)[DOI]
- 도창희, "Genetic Parameter Estimates of Carcass Traits under National Scale Breeding Scheme for Beef Cattle", Animal Bioscience, 29(8), pp.1083~1094 (2016), 아세아·태평양축산학회[DOI]
- Rincker CB, "Relationship among GeneSTAR marbling marker, intramuscular fat deposition, and expected progeny differences in early weaned Simmental steers", J Anim Sci, 84, pp.686~693 (2006)[DOI]
- Martínez-Álvaro M, "Divergent selection on intramuscular fat in rabbits : responses to selection and genetic parameters", J Anim Sci, 94, pp.4993~5003 (2016)[DOI]
- Graham JF, "Effect of postweaning growth and bulls selected for extremes in retail beef yield and intramuscular fat on progeny liveweight and carcass traits", Anim Prod Sci, 49, pp.493~503 (2009)[DOI]
- Pethick DW, "Growth, development and nutritional manipulation of marbling in cattle : a review", Aust J Exp Agric, 44, pp.705~715 (2004)[DOI]
- Gil A, "Is adipose tissue metabolically different at different sites?", Int J Pediatr Obes, 6, pp.13~20 (2011)[DOI]
- Yang XJ, "Computer image analysis of intramuscular adipocytes and marbling in the longissimus muscle of cattle", J Anim Sci, 84, pp.3251~3258 (2006)[DOI]
- Schoonmaker JP, "Effect of source and amount of energy and rate of growth in the growing phase on adipocyte cellularity and lipogenic enzyme activity in the intramuscular and subcutaneous fat depots of Holstein steers", J Anim Sci, 82, pp.137~148 (2004)[DOI]
- Gilbert CD, "Carcass, sensory, and adipose tissue traits of Brangus steers fed casein-formaldehyde-protected starch and", or canola lipid, 2003, pp.81, 2457~2468
- Smith SB, "Cellular regulation of bovine intramuscular adipose tissue development and composition", J Anim Sci, 87, pp.E72~E82 (2009)[DOI]
- Williams JE, "Effect of production systems on performance, body composition and lipid and mineral profiles of soft tissue in cattle", J Anim Sci, 57, pp.1020~1028 (1983)[DOI]
- Meteer WT, "Effects of weaning age and source of energy on beef calf performance, carcass characteristics, and economics", Prof Anim Sci, 29, pp.469~481 (2013)[DOI]
- Chung KY, "Lipogenesis and stearoyl-CoA desaturase gene expression and enzyme activity in adipose tissue of short- and long-fed Angus and Wagyu steers fed corn- or hay-based diets", J Anim Sci, 85, pp.380~387 (2007)[DOI]
- Jo C, "Keys to production and processing of Hanwoo beef : a perspective of tradition and science", Anim Front, 2, pp.32~38 (2012)[DOI]
- Li L, "Effects of different dietary energy and protein levels and sex on growth performance, carcass characteristics and meat quality of F1 Angus × Chinese Xiangxi yellow cattle", J Anim Sci Biotechnol, 5, pp.21~ (2014)[DOI]
- Ladeira MM, "Review : nutrigenomics of marbling and fatty acid profile in ruminant meat", Animal, 12, pp.s282~94 (2018)[DOI]
- Herd RM, "Genetic divergence in residual feed intake affects growth, feed efficiency, carcass and meat quality characteristics of Angus steers in a large commercial feedlot", Anim Prod Sci, 58, pp.164~174 (2014)[DOI]
- 박민우, "Comparison of Carcass and Sensory Traits and Free Amino Acid Contents among Quality Grades in Loin and Rump of Korean Cattle Steer", Animal Bioscience, 28(11), pp.1629~1640 (2015), 아세아·태평양축산학회[DOI]
- Cho SH, "Assessment of meat quality properties and development of a palatability prediction model for Korean Hanwoo steer beef", Meat Sci, 86, pp.236~242 (2010)[DOI]
- Moon SS, "The relationship of physiological maturity and marbling judged according to Korean grading system to meat quality traits of Hanwoo beef females", Meat Sci, 74, pp.516~521 (2006)[DOI]
- Panjono, "Relationship of Slaughter Age and Carcass Traits of Hanwoo Cattle", 한국축산식품학회지, 29(5), pp.550~556 (2009), 한국축산식품학회
- Ockerman HW, "Castration and sire effects on carcass traits, meat palatability and muscle fiber characteristics in Angus cattle", J Anim Sci, 59, pp.981~990 (1984)[DOI]
- Park GB, "Influence of slaughter weight and sex on yield and quality grades of Hanwoo(Korean native cattle)carcasses", J Anim Sci, 80, pp.129~136 (2002)[DOI]
