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Animal Trait Correlation Database

 Cattle Traits Genetic Correlations

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Genetic Correlations:171
Phenotypic Correlations:95
Residual Correlations:5

SpeciesTrait ATrait BCorrelationsTest statisticsCorrelation typeReference
CattleCHWDT DMI 0.45  Genetic
CattleDMI MBW 0.56  Genetic
CattleBW DMI 0.55  Genetic
CattleDMI EY 0.63  Genetic
CattleANG DMI -0.02  Genetic
CattleDMI STA 0.33  Genetic
CattleBD DMI 0.26  Genetic
CattleBCS DMI 0.24  Genetic
CattleDMI MY 0.44  Genetic
CattleDMI RUMWD 0.04  Genetic
CattleDMI RFI 0.70  Genetic
CattleDMI RANG 0.10  Genetic
CattleDMI RANG 0.21  Genetic
CattleDMI MY 0.36  Genetic
CattleDMI RUMWD 0.13  Genetic
CattleDMI RFI 0.89  Genetic
CattleBW DMI 0.46  Genetic
CattleDMI EY 0.63  Genetic
CattleANG DMI 0.15  Genetic
CattleDMI STA 0.57  Genetic
CattleBD DMI 0.49  Genetic
CattleBCS DMI 0.46  Genetic
CattleDMI MBW 0.46  Genetic
CattleCHWDT DMI 0.61  Genetic
CattleMY DMI 0.75  Genetic
CattleBW DMI 0.74  Genetic
CattleBCS DMI 0.32  Genetic
CattleMY DMI 0.75  Genetic
CattleBW DMI 0.50  Genetic
CattleBCS DMI -0.13  Genetic
CattleMY DMI 0.83  Genetic
CattleBW DMI 0.48  Genetic
CattleBCS DMI -0.06  Genetic
CattleMY DMI 0.87  Genetic
CattleBW DMI 0.80  Genetic
CattleBCS DMI 0.14  Genetic
CattleMY DMI 0.78  Genetic
CattleBW DMI 0.91  Genetic
CattleBCS DMI 0.15  Genetic
CattleDMI FEEDEFF -0.07  Genetic
CattleDMI FEEDEFF -0.05  Genetic
CattleDMI FEEDEFF -0.06  Genetic
CattleDMI FEEDEFF -0.22  Genetic
CattleBW DMI 0.76 p<0.05Genetic
CattleDMI ENBAL 0.60  Genetic
CattleBCS DMI 0.11  Genetic
CattleBW DMI 0.95 p<0.05Genetic
CattleDMI MY 0.69  Genetic
CattleDMI ENBAL 0.55  Genetic
CattleBCS DMI 0.33  Genetic
CattleBW DMI 1.00 p<0.05Genetic
CattleDMI MY 0.75  Genetic
CattleDMI ENBAL 0.52  Genetic
CattleBCS DMI 0.37  Genetic
CattleBW DMI 1.00 p<0.05Genetic
CattleDMI ENBAL 0.51  Genetic
CattleBCS DMI 0.40  Genetic
CattleBW DMI 0.99 p<0.05Genetic
CattleDMI ENBAL 0.48  Genetic
CattleBCS DMI 0.45  Genetic
CattleBW DMI 0.54  Genetic
CattleDMI ENBAL 0.74  Genetic
CattleBCS DMI 0.21  Genetic
CattleDMI MY 0.41  Genetic
CattleBW DMI 0.68  Genetic
CattleBCS DMI 0.39  Genetic
CattleADG DMI 0.72  Genetic
CattleDMI RFI 0.79  Genetic
CattleDMI BW 0.31  Genetic
CattleDMI MBW 0.65  Genetic
CattleDYF DMI 0.01  Genetic
CattleBD DMI -0.03  Genetic
CattleDMI STR 0.03  Genetic
CattleDMI STA 0.55  Genetic
CattleDMI RUMWD 0.18  Genetic
CattleDMI MUNC 0.44  Genetic
CattleDMI MY 0.51  Genetic
CattleDMI FY 0.53  Genetic
CattleDMI SCS -0.15  Genetic
CattleDMI PY 0.53  Genetic
CattleBW DMI 0.52  Genetic
CattleBCS DMI 0.37  Genetic
CattleCPRI DMI 0.99  Genetic
CattleBW DMI 0.54  Genetic
CattleBCS DMI 0.29  Genetic
CattleDMI NELI 0.99  Genetic
CattleBW DMI 0.45  Genetic
CattleDMI MY 0.86  Genetic
CattleDMI NKP46 0.29  Genetic
CattleDMI NEUTP 0.09  Genetic
CattleCD4CD8R DMI -0.02  Genetic
CattleDMI MONOP 0.01  Genetic
CattleCD4LP DMI -0.23  Genetic
CattleDMI EOSP 0.25  Genetic
CattleDMI PBMCP -0.18  Genetic
CattleCD8LP DMI -0.15  Genetic
CattleDMI LYMPHP -0.19  Genetic
CattleADG DMI 0.38  Genetic
CattleDMI FCR 0.34  Genetic
CattleDMI RFI 0.67  Genetic
CattleDMI MBW 0.36  Genetic
CattleDMI RFI 0.25  Genetic
CattleDMI RGAIN 0.0  Genetic
CattleDMI NVIS -0.21  Genetic
CattleDMI FEEDT 0.54  Genetic
CattleBW DMI 0.50  Genetic
CattleFCR DMI -0.12  Genetic
CattleDMI FEEDT 0.56  Genetic
CattleRGAIN DMI 0.30  Genetic
CattleDMI DMI 0.56  Genetic
CattleDMI FEEDIN 0.66  Genetic
CattleBW DMI 0.47  Genetic
CattleRGAIN DMI 0.15  Genetic
CattleDMI BW 0.26  Genetic
CattleADG DMI 0.86  Genetic
CattleDMI DMI 0.84  Genetic
CattleDMI RFI 0.52  Genetic
CattleDMI RFI 0.54  Genetic
CattleDMI RGAIN 0.0  Genetic
CattleADG DMI 0.86  Genetic
CattleDMI RFI 0.50  Genetic
CattleDMI RGAIN -0.13  Genetic
CattleADG DMI 0.83  Genetic
CattleDMI RGAIN 0.20  Genetic
CattleADG DMI 0.66  Genetic
CattleDMI DMI 0.49  Genetic
CattleAFR DMI 0.01  Genetic
CattleRFI DMI 0.41  Genetic
CattleFCR DMI 0.01  Genetic
CattleAFR DMI -0.06  Genetic
CattleDMI FEEDT 0.22  Genetic
CattleDMI FEEDT 0.34  Genetic
CattleDMI AFR 0.71  Genetic
CattleDMI NVIS -0.01  Genetic
CattleDMI AFR 0.69  Genetic
CattleDMI NVIS -0.01  Genetic
CattleDMI FEEDT 0.2  Genetic
CattleDMI FEEDT 0.29  Genetic
CattleDMI FEEDIN 0.63  Genetic
CattleIMF MAINEF -0.5521  Genetic
CattleMAINEF RFI 0.2854  Genetic
CattleDMI MY 0.61  Genetic
CattleDMI MY 0.72  Genetic
CattleDMI MY 0.73  Genetic
CattleDMI MY 0.73  Genetic
CattleDMI MY 0.62  Genetic
CattleDMI FEEDEFF -0.20  Genetic
CattleDMI MY -0.10  Genetic
CattleDMI MY 0.27  Genetic
CattleDMI MY 0.64  Genetic
CattleDMI MY 0.62  Genetic
CattleDMI RFI 0.73  Genetic
CattleFCR DMI 0.28  Genetic
CattleDMI SCRCIR 0.45  Genetic
CattleDMI RFI 0.65  Genetic
CattlePEG DMI -0.51  Genetic
CattleDMI BW 0.55  Genetic
CattleDMI BW 0.55  Genetic
CattleDMI BW 0.56  Genetic
CattleDMI BW 0.55  Genetic
CattleDMI RFI 0.26  Genetic
CattleDMI SCRCIR 0.36  Genetic
CattleDMI SUBFAT 0.29  Genetic
CattleDMI SUBFAT 0.05  Genetic
CattleDMI LMA 0.31  Genetic
CattleRFI DMI 0.42  Genetic
CattleADG DMI 0.62  Genetic
CattleDMI NVIS -0.23  Genetic
CattleDMI FEEDT 0.56  Genetic
CattleDMI FEEDT 0.49  Genetic
CattleADG DMI 0.39  Genetic
Query notes References
Diaz IPDS, Crews Jr DH, Enns RM (2014), Cluster and Meta-Analyses of Genetic Parameters for Feed Intake Traits in Growing Beef Cattle, J Anim Breed Genet, 131(3):217-26.
Pereira LS, Brunes LC, Baldi F, do Carmo AS, Soares BB, Magnabosco V, da Costa Eifert E, Magnabosco CU (2023), Genetic association between feed efficiency, growth, scrotal circumference, and carcass traits in Guzerat cattle, Tropical animal health and production, 55(2): 132.
Cavani L, Brown WE, Parker Gaddis KL, Tempelman RJ, VandeHaar MJ, White HM, Peñagaricano F, Weigel KA (2022), Estimates of genetic parameters for feeding behavior traits and their associations with feed efficiency in Holstein cows, Journal of dairy science, S0022-0302(22)00399-X2).
Veerkamp R F, Coffey M P, Berry D P, de Haas Y, Strandberg E, Bovenhuis H, Calus M P L, Wall E (2012), Genome-wide associations for feed utilisation complex in primiparous Holstein-Friesian dairy cows from experimental research herds in four European countries, Animal : an international journal of animal bioscience, 6 (11): 1738-49.
Manzanilla-Pech C I V, Veerkamp R F, Tempelman R J, van Pelt M L, Weigel K A, VandeHaar M, Lawlor T J, Spurlock D M, Armentano L E, Staples C R, Hanigan M, De Haas Y (2016), Genetic parameters between feed-intake-related traits and conformation in 2 separate dairy populations--the Netherlands and United States, Journal of dairy science, 99 (1): 443-57.
Buss CE, Afonso J, de Oliveira PSN, Petrini J, Tizioto PC, Cesar ASM, Gustani-Buss EC, Cardoso TF, Rovadoski GA, da Silva Diniz WJ, de Lima AO, Rocha MIP, Andrade BGN, Wolf JB, Coutinho LL, Mourão GB, de Almeida Regitano LC (2022), Bivariate GWAS reveals pleiotropic regions among feed efficiency and beef quality-related traits in Nelore cattle, Mammalian genome, .
Denholm SJ, McNeilly TN, Banos G, Coffey MP, Russell GC, Bagnall A, Mitchell MC, Wall E (2017), Estimating genetic and phenotypic parameters of cellular immune-associated traits in dairy cows., Journal of dairy science, 100 (4): 2850-2862.
Manzanilla Pech C I V, Veerkamp R F, Calus M P L, Zom R, van Knegsel A, Pryce J E, De Haas Y (2014), Genetic parameters across lactation for feed intake, fat- and protein-corrected milk, and liveweight in first-parity Holstein cattle, Journal of dairy science, 97 (9): 5851-62.
Benfica LF, Sakamoto LS, Magalhães AFB, de Oliveira MHV, de Albuquerque LG, Cavalheiro R, Branco RH, Cyrillo JNDSG, Mercadante MEZ (2020), Genetic association among feeding behavior, feed efficiency, and growth traits in growing indicine cattle, Journal of animal science, 98 (11): skaa350.
Spurlock D M, Dekkers J C M, Fernando R, Koltes D A, Wolc A (2012), Genetic parameters for energy balance, feed efficiency, and related traits in Holstein cattle, Journal of dairy science, 95 (9): 5393-402.
Nkrumah J D, Basarab J A, Wang Z, Li C, Price M A, Okine E K, Crews D H, Moore S S (2007), Genetic and phenotypic relationships of feed intake and measures of efficiency with growth and carcass merit of beef cattle, Journal of animal science, 85(10): 2711-20.
Freetly HC, Kuehn LA, Thallman RM, Snelling WM (2020), Heritability and genetic correlations of feed intake, body weight gain, residual gain, and residual feed intake of beef cattle as heifers and cows., Journal of animal science, 98(1):skz394.
Liinamo A-E, Mäntysaari P, Mäntysaari EA (2012), Short communication: genetic parameters for feed intake, production, and extent of negative energy balance in Nordic Red dairy cattle, Journal of dairy science, 95 (11): 6788-94.
Lu D, Miller S, Sargolzaei M, Kelly M, Vander Voort G, Caldwell T, Wang Z, Plastow G, Moore S (2013), Genome-wide association analyses for growth and feed efficiency traits in beef cattle, Journal of animal science, 91 (8): 3612-33.
Vallimont J E, Dechow C D, Daubert J M, Dekleva M W, Blum J W, Barlieb C M, Liu W, Varga G A, Heinrichs A J, Baumrucker C R (2010), Genetic parameters of feed intake, production, body weight, body condition score, and selected type traits of Holstein cows in commercial tie-stall barns, Journal of dairy science, 93 (10): 4892-901.

 

 

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