Running...
Animal Trait Correlation Database

 Cattle Traits Genetic Correlations

Filters
Search: Species:
Value: Format:
Check if traits have QTL: Yes No
Correlation type:
Extended information: data overview by all trait types: 
(Refer to Filter box on the top right for what's
displayed and options for what's to view)
Environment Correlations:15
Genetic Correlations:128
Phenotypic Correlations:193
Residual Correlations:1

SpeciesTrait ATrait BCorrelationsTest statisticsCorrelation typeReference
CattleMLC SCS -0.44  Genetic
CattleFP MLC -0.18  Genetic
CattleMLC MUNC -0.09  Genetic
CattleMEC MLC -0.14  Genetic
CattleMLC PP -0.35  Genetic
CattleMLC MACALK -0.48  Genetic
CattleMLC MY 0.68  Genetic
CattleMCLP MLC -0.17  Genetic
CattleCALEST MLC 0.32  Genetic
CattleFY MLC 0.56  Genetic
CattleMLC SCS -0.18  Genetic
CattleMLC PY 0.37  Genetic
CattleMLC NFMSOL 0.65  Genetic
CattleFP MLC -0.20  Genetic
CattleMLC LACTYD 0.75  Genetic
CattleMLC MSOL 0.59  Genetic
CattleMLC MPFRAT -0.47  Genetic
CattleMLC PP -0.74  Genetic
CattleMLC NFMSOLP -0.16  Genetic
CattleMLC MSOLP -0.53  Genetic
CattleMLC SCS -0.22  Genetic
CattleMLC PY 0.01  Genetic
CattleFP MLC 0.01  Genetic
CattleFY MLC 0.00  Genetic
CattleMLC MY -0.02  Genetic
CattleMLC LACTYD 0.28  Genetic
CattleMLC PP -0.01  Genetic
CattleMILKFP MLC -0.46  Genetic
CattleMLC MPFRAT 0.47  Genetic
CattleMLC SCS 0.16  Genetic
CattleMLC PY -0.09  Genetic
CattleFP MLC -0.17  Genetic
CattleFY MLC -0.31  Genetic
CattleMLC LACTYD 0.02  Genetic
CattleMLC PP 0.02  Genetic
CattleMLC MSOL -0.28  Genetic
CattleMFEV MLC -0.094  Genetic
CattleMLTP RETPL -0.056  Genetic
CattleCYSOV MLC 0.071  Genetic
CattleMLTS RETPL -0.041  Genetic
CattleKETO MLTF 0.077  Genetic
CattleKETO MLC -0.158  Genetic
CattleMFEV MLTP 0.098  Genetic
CattleCYSOV MLTF -0.084  Genetic
CattleCYSOV MLTP 0.036  Genetic
CattleKETO MLTS 0.056  Genetic
CattleCM MLTP 0.073  Genetic
CattleMFEV MLTS 0.001  Genetic
CattleMFEV MLTF 0.054  Genetic
CattleCM MLC -0.175  Genetic
CattleMLC RETPL -0.037  Genetic
CattleKETO MLTP 0.198  Genetic
CattleMLTF RETPL -0.038  Genetic
CattleCM MLTS -0.008  Genetic
CattleCM MLTF -0.013  Genetic
CattleCYSOV MLTS -0.001  Genetic
CattleMLC UFAM 0.26  Genetic
CattleMLC SCS -0.22  Genetic
CattleMLC MFA-C16:0 0.15  Genetic
CattleMLC MFA-C18:1 0.15  Genetic
CattleMLC MMUFA 0.26  Genetic
CattleMLC MFA-C18:0 0.12  Genetic
CattleMLC PP 0.39  Genetic
CattleMLC MY -0.21  Genetic
CattleMLC MSFA 0.13  Genetic
CattleFP MLC 0.14  Genetic
CattleMLC MPUFA 0.25  Genetic
CattleMLC UFAM 0.22  Genetic
CattleMLC SCS -0.27  Genetic
CattleMLC MFA-C16:0 0.13  Genetic
CattleMLC MFA-C18:1 0.12  Genetic
CattleMLC MMUFA 0.22  Genetic
CattleMLC MFA-C18:0 0.11  Genetic
CattleMLC PP 0.35  Genetic
CattleMLC MY -0.20  Genetic
CattleMLC MSFA 0.12  Genetic
CattleFP MLC 0.12  Genetic
CattleMLC MPUFA 0.23  Genetic
CattleMLC MMCFA -0.08  Genetic
CattleMLC MFA-C18:0 -0.06  Genetic
CattleMLC MSFA -0.06  Genetic
CattleMLC MSCFA -0.04  Genetic
CattleMLC MLCFA -0.05  Genetic
CattleMLC MFA-C16:0 -0.03  Genetic
CattleMLC MFA-C18:1 -0.11  Genetic
CattleMLC MMUFA -0.05  Genetic
CattleMLC MTRANSFA -0.11  Genetic
CattleMLC MFA-C14:0 0.02  Genetic
CattleMLC MPUFA 0.02  Genetic
CattleMLC MY -0.12  Genetic
CattleMLC MRCT -0.020  Genetic
CattleMCASP MLC 0.047  Genetic
CattleMLC MPH -0.042  Genetic
CattleMLC MK -0.432  Genetic
CattleMCA MLC -0.020  Genetic
CattleMLC SCS -0.172  Genetic
CattleMLC MMG -0.275  Genetic
CattleMLC MNA -0.783  Genetic
CattleMLC MY -0.113  Genetic
CattleMLC PP -0.031  Genetic
CattleMILKFP MLC -0.411  Genetic
CattleCURDF MLC 0.032  Genetic
CattleFP MLC -0.008  Genetic
CattleMLC TCURDF -0.118  Genetic
CattleMLC LACTYD 0.189  Genetic
CattleCFRT MLC -0.19  Genetic
CattleMLC NCMILK -0.05  Genetic
CattleMLC MRCT 0.12  Genetic
CattleMAS2CP MLC 0.08  Genetic
CattleMCA MLC 0.50  Genetic
CattleMBCASP MLC 0.09  Genetic
CattleMLC PP 0.03  Genetic
CattleMLC SCC -0.37  Genetic
CattleMAS1CP MLC 0.27  Genetic
CattleFP MLC -0.46 p<0.05Genetic
CattleMCASP MLC -0.15  Genetic
CattleMLC MWHPP 0.00  Genetic
CattleCMISZ MLC -0.33  Genetic
CattleMBLGP MLC -0.02  Genetic
CattleMALACTP MLC 0.03  Genetic
CattleMKCASP MLC -0.24  Genetic
CattleMLC MACALK 0.12  Genetic
CattleMLC MUNC 0.14  Genetic
CattleCALINTV MLC -0.23  Genetic
CattleMLC PP 0.82  Genetic
CattleMCHC MLC -0.73  Genetic
CattleMLC PLCR 0.41  Genetic
CattleMCHGB MLC -0.72  Genetic
Query notes References
Haile-Mariam M, Pryce J E (2017), Genetic parameters for lactose and its correlation with other milk production traits and fitness traits in pasture-based production systems, Journal of dairy science, 100 (5): 3754-3766.
Ma L, Luo H, Brito LF, Chang Y, Chen Z, Lou W, Zhang F, Wang L, Guo G, Wang Y (2023), Estimation of genetic parameters and single-step genome-wide association studies for milk urea nitrogen in Holstein cattle, Journal of dairy science, 106(1): 352-363.
Bobbo T, Penasa M, Cassandro M (2020), Genetic Parameters of Bovine Milk Fatty Acid Profile, Yield, Composition, Total and Differential Somatic Cell Count, Animals : an open access journal from MDPI, 10(12):2406.
Costa, A; Egger-Danner, C; Mészáros, G; Fuerst, C; Penasa, M; Sölkner, J; Fuerst-Waltl, B (2019), Genetic associations of lactose and its ratios to other milk solids with health traits in Austrian Fleckvieh cows, Journal of Dairy Science, .
Sneddon NW, Lopez-Villalobos N, Hickson RE, Shalloo L (2012), Genetic parameters for lactose and its relationship with concentrations and ratios of other milk components, Proceedings of the New Zealand Society of Animal Production, 72:76-80.
Roman, RM; Wilcox, CJ (2000), Bivariate animal model estimates of genetic, phenotypic, and environmental correlations for production, reproduction, and somatic cells in Jerseys, Journal of dairy science, 83 (4): 829-35.
Duchemin SI, Nilsson K, Fikse WF, Stålhammar H, Buhelt Johansen L, Stenholdt Hansen M, Lindmark-Månsson H, de Koning DJ, Paulsson M, Glantz M (2020), Genetic parameters for noncoagulating milk, milk coagulation properties, and detailed milk composition in Swedish Red Dairy Cattle, Journal of dairy science, 103 (9): 8330-8342.
Petrini J, Iung LHS, Rodriguez MAP, Salvian M, Pértille F Rovadoscki GA, Cassoli LD, Coutinho LL, Machado PF, Wiggans GR, Mourão GB (2016), Genetic Parameters for Milk Fatty Acids, Milk Yield and Quality Traits of a Holstein Cattle Population Reared Under Tropical Conditions, J Anim Breed Genet, 133(5):384-95.
Costa A, Lopez-Villalobos N, Visentin G, De Marchi M, Cassandro M, Penasa M (2018), Heritability and repeatability of milk lactose and its relationships with traditional milk traits, somatic cell score and freezing point in Holstein cows, Animal : an international journal of animal bioscience, .
Costa A, Visentin G, De Marchi M, Cassandro M, Penasa M (2019), Genetic relationships of lactose and freezing point with minerals and coagulation traits predicted from milk mid-infrared spectra in Holstein cows., Journal of dairy science, 102 (8): 7217-7225.
Yang T, Luo H, Lou W, Chang Y, Brito LF, Zhang H, Ma L, Hu L, Wang A, Li S, Guo G, Wang Y (2024), Genetic background of hematological parameters in Holstein cattle based on genome-wide association and RNA sequencing analyses, Journal of dairy science, 107(7): 4772-4792.
Stoop, WM; Bovenhuis, H; van Arendonk, JA (2007), Genetic parameters for milk urea nitrogen in relation to milk production traits, Journal of dairy science, 90 (4): 1981-6.

 

 

© 2003-2025: USA · USDA · NRPSP8 · Program to Accelerate Animal Genomics Applications. Contact: Bioinformatics Team