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Animal Trait Correlation Database

 Cattle Traits Genetic Correlations

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Environment Correlations:69
Genetic Correlations:215
Phenotypic Correlations:162
Residual Correlations:4

SpeciesTrait ATrait BCorrelationsTest statisticsCorrelation typeReference
CattleCWT FA-C16:0 0.10  Genetic
CattleFA-C20:4 CWT -0.03  Genetic
CattleCWT FA-C18:1 0.03  Genetic
CattleCWT FA-C18:2 0.17  Genetic
CattleCWT MUFA 0.05  Genetic
CattleCWT FA-C18:3 0.01  Genetic
CattleCWT FA-C18:0 -0.35  Genetic
CattleCWT FA-C14:0 -0.01  Genetic
CattleCWT FA-C16:1 0.10  Genetic
CattleCWT ELIND -0.12  Genetic
CattleCWT PUFA 0.16  Genetic
CattleCWT DSIND 0.05  Genetic
CattleCWT SFA -0.04  Genetic
CattleKPHCWT LMA -0.31  Genetic
CattleCWT LMA 0.70  Genetic
CattleCWT SUBFAT -0.22  Genetic
CattleKPHCWT SUBFAT -0.21  Genetic
CattleCWT YGRADE -0.39  Genetic
CattleKPHCWT MARBL 0.10  Genetic
CattleCWT DRESSPERC 0.65  Genetic
CattleCWT KPHCWT -0.30  Genetic
CattleDRESSPERC KPHCWT -0.10  Genetic
CattleCWT MARBL -0.10  Genetic
CattleKPHCWT YGRADE 0.22  Genetic
CattleCWT BW 0.90  Genetic
CattleADG KPHCWT 0.33  Genetic
CattleKPHCWT HEIGHT -0.35  Genetic
CattleCWT HEIGHT 0.10  Genetic
CattleKPHCWT SUBFAT 0.63  Genetic
CattleCWT SUBFAT 0.60  Genetic
CattleADG CWT 0.84  Genetic
CattleCWT LMA 0.52  Genetic
CattleCWT YGRADE 0.56  Genetic
CattleCWT KPHCWT 0.27  Genetic
CattleCWT YIELD 0.92  Genetic
CattleCWT DRESSPERC 0.47  Genetic
CattleDRESSPERC KPHCWT 0.24  Genetic
CattleCWT CUT -0.55  Genetic
CattleCWT MARBL 0.39  Genetic
CattleCWT QUALG 0.37  Genetic
CattleKPHCWT QUALG 0.23  Genetic
CattleCUT KPHCWT -0.67  Genetic
CattleKPHCWT LMA 0.18  Genetic
CattleKPHCWT MARBL 0.27  Genetic
CattleKPHCWT YIELD 0.04  Genetic
CattleKPHCWT YGRADE 0.60  Genetic
CattleSUBFAT CWT 0.38  Genetic
CattleCWT LMA 0.47  Genetic
CattleCWT MARBL -0.06  Genetic
CattleKPHCWT ADG 0.49  Genetic
CattleCWT BW 0.98  Genetic
CattleCWT LMA 0.80  Genetic
CattleCWT DRESSPERC 0.32  Genetic
CattleCWT KPHCWT 0.21  Genetic
CattleKPHCWT LMA 0.36  Genetic
CattleKPHCWT MARBL 0.59  Genetic
CattleDRESSPERC KPHCWT -0.06  Genetic
CattleCWT MARBL 0.38  Genetic
CattleCWT LMA 0.32  Genetic
CattleCWT YGRADE 0.42  Genetic
CattleCWT KPHCWT 0.35  Genetic
CattleCWT YIELD -0.25  Genetic
CattleBONEP CWT -0.10  Genetic
CattleCWT DRESSPERC 0.03  Genetic
CattleBONEWT CWT 0.78  Genetic
CattleCWT FATWT 0.60  Genetic
CattleCWT FATP 0.25  Genetic
CattleDRESSPERC KPHCWT 0.26  Genetic
CattleCWT MARBL 0.39  Genetic
CattleCWT SUBFAT 0.27  Genetic
CattleKPHCWT LMA -0.01  Genetic
CattleKPHCWT SUBFAT 0.37  Genetic
CattleFATWT KPHCWT 0.45  Genetic
CattleBONEP KPHCWT -0.37  Genetic
CattleBONEWT KPHCWT -0.08  Genetic
CattleFATP KPHCWT 0.40  Genetic
CattleKPHCWT MARBL 0.27  Genetic
CattleKPHCWT YGRADE 0.44  Genetic
CattleKPHCWT YIELD -0.30  Genetic
CattleCWT LMA 0.51  Genetic
CattleCWT YGRADE 0.31  Genetic
CattleCWT KPHCWT 0.34  Genetic
CattleCWT YIELD -0.18  Genetic
CattleBONEP CWT -0.22  Genetic
CattleCWT DRESSPERC 0.06  Genetic
CattleKPHCWT LMA 0.25  Genetic
CattleBONEWT CWT 0.81  Genetic
CattleCWT FATWT 0.68  Genetic
CattleCWT FATP 0.25  Genetic
CattleDRESSPERC KPHCWT 0.28  Genetic
CattleCWT MARBL 0.24  Genetic
CattleFATWT KPHCWT 0.31  Genetic
CattleBONEP KPHCWT -0.32  Genetic
CattleBONEWT KPHCWT -0.04  Genetic
CattleFATP KPHCWT 0.23  Genetic
CattleKPHCWT MARBL 0.16  Genetic
CattleKPHCWT YGRADE 0.29  Genetic
CattleKPHCWT YIELD -0.12  Genetic
CattleKPHCWT SUBFAT 0.42  Genetic
CattleDRESSPERC KPHCWT 0.15  Genetic
CattleFATWT KPHCWT 0.41  Genetic
CattleBONEP KPHCWT -0.44  Genetic
CattleBONEWT KPHCWT -0.55  Genetic
CattleFATP KPHCWT 0.43  Genetic
CattleKPHCWT LMA -0.10  Genetic
CattleKPHCWT MARBL 0.30  Genetic
CattleKPHCWT YGRADE 0.43  Genetic
CattleKPHCWT YIELD -0.31  Genetic
CattleCWT LMA 0.45  Genetic
CattleCWT YGRADE 0.16  Genetic
CattleCWT SUBFAT 0.08  Genetic
CattleADG CWT 0.56  Genetic
CattleCWT MARBL 0.51  Genetic
CattleCWT QUALG 0.23  Genetic
CattleCWT LMA 0.37  Genetic
CattleCWT YGRADE -0.12  Genetic
CattleCWT YIELD 0.33  Genetic
CattleCWT SUBFAT 0.05  Genetic
CattleBW CWT 0.99  Genetic
CattleCWT SF 1.00  Genetic
CattleCWT MARBL -0.98  Genetic
CattleCWT LMA 0.27  Genetic
CattleCWT YGRADE 0.25  Genetic
CattleCWT YIELD -0.30  Genetic
CattleCWT JUICE -0.39  Genetic
CattleCWT SUBFAT 0.24  Genetic
CattleBW CWT 0.95  Genetic
CattleBEEFFLAV CWT -0.53  Genetic
CattleCWT SF 0.88  Genetic
CattleCWT TEND -0.78  Genetic
CattleCWT MARBL 0.18  Genetic
CattleCWT JUICE 0.03  Genetic
CattleCWT IMF 0.26  Genetic
CattleCWT SUBFAT 0.13  Genetic
CattleCWT FATWT 0.51  Genetic
CattleCWT MARBL 0.31  Genetic
CattleCWT LMA 0.66  Genetic
CattleCWT YIELD -0.12  Genetic
CattleBEEFFLAV CWT -0.12  Genetic
CattleCWT SF -0.10  Genetic
CattleBONEP CWT 0.18  Genetic
CattleBONEWT CWT 0.75  Genetic
CattleCWT FATP 0.08  Genetic
CattleCWT TEND 0.15  Genetic
CattleCWT DRESSPERC 0.04  Genetic
CattleCWT BW 0.94  Genetic
CattleCWT LMA 0.89  Genetic
CattleKPHCWT SUBFAT 0.21  Genetic
CattleCWT YGRADE 0.09  Genetic
CattleBONEP KPHCWT -0.06  Genetic
CattleCWT SF 0.21  Genetic
CattleFATP KPHCWT 0.52  Genetic
CattleINTERFP KPHCWT 0.31  Genetic
CattleKPHCWT MEATP -0.14  Genetic
CattleCWT SUBFAT 0.42  Genetic
CattleCWT MARBL -0.16  Genetic
CattleCWT BWG -0.07  Genetic
CattleCWT HEIGHT 0.45  Genetic
CattleCWT ADG 0.94  Genetic
CattleCWT SUBFAT 0.24  Genetic
CattleCWT LMA 0.44  Genetic
CattleCWT MARBL 0.17  Genetic
CattleCWT CHEW -0.07  Genetic
CattleCWT FLAVS 0.04  Genetic
CattleCWT JUICE 0.08  Genetic
CattleCWT TEND 0.01  Genetic
CattleCWT FATCOV 0.26  Genetic
CattleCARCONF CWT 0.11  Genetic
CattleCWT RGR 0.14  Genetic
CattleCWT LMA 0.55  Genetic
CattleCWT MBW 0.85  Genetic
CattleCWT SUBFAT 0.18  Genetic
CattleADG CWT 0.94  Genetic
CattleCWT MARBL 0.16  Genetic
CattleCWT KLEIB 0.47  Genetic
CattleCWT BW 0.92  Genetic
CattleCWT BW 0.18  Genetic
CattleKPHCWT BW -0.59  Genetic
CattleCWT BW 0.97  Genetic
CattleKPHCWT BW 0.25  Genetic
Query notes References
Wheeler, TL; Cundiff, LV; Shackelford, SD; Koohmaraie, (2005), Characterization of biological types of cattle (Cycle VII): Carcass, yield, and longissimus palatability traits., Journal of animal science, 83 (1): 196-207.
Bhuiyan M S A, Lee D H, Kim H J, Lee S H, Cho S H, Yang B S, Kim S D (2017), Estimates of genetic parameters for fatty acid compositions in the longissimus dorsi muscle of Hanwoo cattle, Animal : an international journal of animal bioscience, .
Wheeler, TL; Cundiff, LV; Shackelford, SD; Koohmaraie, M (2004), Characterization of biological types of cattle (Cycle VI): carcass, yield, and longissimus palatability traits., Journal of animal science, 82 (4): 1177-89.
Srikanth K, Lee SH, Chung KY, Park JE, Jang GW, Park MR, Kim NY, Kim TH, Chai HH, Park WC, Lim D (2020), A Gene-Set Enrichment and Protein-Protein Interaction Network-Based GWAS with Regulatory SNPs Identifies Candidate Genes and Pathways Associated with Carcass Traits in Hanwoo Cattle, Genes, 11 (3):E316.
Tonussi RL, Espigolan R, Gordo DG, Magalhães AF, Venturini GC, Baldi F, de Oliveira HN, Chardulo LA, Tonhati H, de Albuquerque LG (2015), Genetic association of growth traits with carcass and meat traits in Nellore cattle, Genetics and molecular research : GMR, 14 (4): 18713-9.
Riley, DG; Chase, CC; Hammond, AC; West, RL; Johnson, DD; Olson, TA; Coleman, SW (2002), Estimated genetic parameters for carcass traits of Brahman cattle., Journal of animal science, 80 (4): 955-62.
Lu D, Sargolzaei M, Kelly M, Vander Voort G, Wang Z, MI, Moore S, Plastow G, Miller SP (2013), Genome-wide association analyses for carcass quality in crossbred beef cattle, BMC genetics, 14: 80.
Berry D P, Conroy S, Hegarty P J, Evans R D, Pabiou T, Judge M M (2020), Inter-animal genetic variability exist in organoleptic properties of prime beef meat, Meat science, 173: 108401.
Mehrban H, Naserkheil M, Lee DH, Ibáñez-Escriche N (2020), Genetic parameters and correlations of related feed efficiency, growth and carcass traits in Hanwoo beef cattle, Asian-Australasian journal of animal sciences, .
Ríos-Utrera, A; Cundiff, LV; Gregory, KE; Koch, RM; Dikeman, ME; Koohmaraie, M; Van Vleck, LD (2005), Genetic analysis of carcass traits of steers adjusted to age, weight, or fat thickness slaughter endpoints., Journal of animal science, 83 (4): 764-76.
Reynolds, WL; Urick, JJ; Veseth, DA; Kress, DD; Nelsen, TC; Short, RE (1991), Genetic parameters by son-sire covariances for growth and carcass traits of Hereford bulls in a nonselected herd., Journal of animal science, 69 (3): 1000-7.
Wilson, DE; Willham, RL; Northcutt, SL; Rouse, GH (1993), Genetic parameters for carcass traits estimated from Angus field records., Journal of animal science, 71 (9): 2365-70.
Gregory, KE; Cundiff, LV; Koch, RM (1995), Genetic and phenotypic (co)variances for growth and carcass traits of purebred and composite populations of beef cattle., Journal of animal science, 73 (7): 1920-6.
Hickey J M, Keane M G, Kenny D A, Cromie A R, Veerkamp R F (2007), Genetic parameters for EUROP carcass traits within different groups of cattle in Ireland, Journal of animal science, 85 (2): 314-21.
Veseth, DA; Reynolds, WL; Urick, JJ; Nelsen, TC; Short, RE; Kress, DD (1993), Paternal half-sib heritabilities and genetic, environmental, and phenotypic correlation estimates from randomly selected Hereford cattle., Journal of animal science, 71 (7): 1730-6.
Smith, T; Domingue, JD; Paschal, JC; Franke, DE; Bidner, TD; Whipple, G (2007), Genetic parameters for growth and carcass traits of Brahman steers., Journal of animal science, 85 (6): 1377-84.
Pariacote, F; Van Vleck, LD; Hunsley, RE (1998), Genetic and phenotypic parameters for carcass traits of American Shorthorn beef cattle, Journal of animal science, 76 (10): 2584-8.

 

 

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