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Animal Trait Correlation Database

 Cattle Traits Genetic Correlations

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Environment Correlations:37
Genetic Correlations:171
Phenotypic Correlations:98
Residual Correlations:1

SpeciesTrait ATrait BCorrelationsTest statisticsCorrelation typeReference
CattleRUMWD CALEST 0.02  Genetic
CattleANG CALEST 0.29  Genetic
CattleBCS CALEST -0.45  Genetic
CattleMY CALEST 0.53  Genetic
CattleFY CALEST 0.42  Genetic
CattlePY CALEST 0.51  Genetic
CattleBCS CALEST -0.59  Genetic
CattleCALINTV CALEST 0.82  Genetic
CattleCALEST UCI 0.08  Genetic
CattleCALEST RANG 0.09  Genetic
CattleCALEST RUMWD -0.05  Genetic
CattleCALEST UC 0.13  Genetic
CattleFTLEG CALEST -0.12  Genetic
CattleCALEST UHT 0.05  Genetic
CattleCALEST NRR 0.24  Genetic
CattleDAYOPEN CALEST 0.70  Genetic
CattleCALEST PL -0.30 p<0.05Genetic
CattleCALEST PREGRATE -0.13  Genetic
CattleCALEST LUTACT 0.52  Genetic
CattleCONCEPT CALEST 0.05  Genetic
CattleCALINTV CALEST 0.95  Genetic
CattleDAYOPEN CALEST 0.82  Genetic
CattleCALEST PREGRATE -0.82  Genetic
CattleFSC CALEST -0.52  Genetic
CattleCALINTV CALEST 0.80  Genetic
CattleINSINT CALEST 0.50  Genetic
CattleCONCEPT CALEST 0.11  Genetic
CattleCALEST LACTYD 0.06  Genetic
CattleCALEST MLC 0.32  Genetic
CattleCALEST MY 0.03  Genetic
CattleCALEST MSOL -0.03  Genetic
CattleCALEST MPFRAT -0.04  Genetic
CattleCALEST PY -0.13  Genetic
CattleCALEST NFMSOLP -0.14  Genetic
CattleCALEST PP 0.01  Genetic
CattleCALEST FY -0.09  Genetic
CattleCALEST MSOLP -0.26  Genetic
CattleCALEST MCLP -0.03  Genetic
CattleCALEST NFMSOL -0.01  Genetic
CattleCALEST FP -0.09  Genetic
CattleCALEST SCS 0.33  Genetic
CattleCALEST MACALK -0.33  Genetic
CattleDAYOPEN CALEST 0.87  Genetic
CattleCALEST FY 0.53  Genetic
CattleCALEST PY 0.58  Genetic
CattleCALEST MY 0.59  Genetic
CattleMY CALEST 0.47  Genetic
CattleCONCEPT CALEST 0.41  Genetic
CattleEOSP CALEST 0.32  Genetic
CattleCD8LP CALEST -0.19  Genetic
CattleCALEST PBMCP 0.24  Genetic
CattleCD4LP CALEST -0.36  Genetic
CattleCALEST MONOP 0.61  Genetic
CattleCALEST NEUTP -0.35  Genetic
CattleCD4CD8R CALEST -0.07  Genetic
CattleCALEST LYMPHP 0.09  Genetic
CattleCALEST NKP46 -0.20  Genetic
CattleCALEST CALEST 0.98  Genetic
CattleCALEST INSINT 0.61  Genetic
CattleCALEST INSINT 0.64  Genetic
CattleCONCRATE CALEST -0.34  Genetic
CattleCONCRATE CALEST -0.59  Genetic
CattleCALEST CALEST 0.98  Genetic
CattleCALEST INSINT 0.47  Genetic
CattleCALEST INSINT 0.65  Genetic
CattleCONCRATE CALEST -0.43  Genetic
CattleCALEST INSINT 0.00  Genetic
CattleCONCRATE CALEST -0.16  Genetic
CattleCONCRATE CALEST -0.04  Genetic
CattleRLEGS CALEST 0.28  Genetic
CattleSTA CALEST 0.05  Genetic
CattleCALEST HORNS -0.029  Genetic
CattleFANG CALEST -0.12  Genetic
CattleFANG CALEST -0.06  Genetic
CattleCHWDT CALEST -0.19  Genetic
CattleBD CALEST -0.07  Genetic
CattleBD CALEST 0.04  Genetic
CattleANG CALEST 0.44  Genetic
CattleBCS CALEST -0.51  Genetic
CattleBQ CALEST 0.17  Genetic
CattleCHWDT CALEST -0.17  Genetic
CattleRLEGS CALEST 0.31  Genetic
CattleRLEGR CALEST -0.006  Genetic
CattleRLEGR CALEST -0.04  Genetic
CattleSTA CALEST 0.21  Genetic
CattleLOCO CALEST -0.34  Genetic
CattleRANG CALEST 0.01  Genetic
CattleRANG CALEST 0.02  Genetic
CattleRUMWD CALEST -0.004  Genetic
CattleCALEST CONCEPT 0.90  Genetic
CattleCALEST CALEST 0.89  Genetic
CattleCALEST CALEST 0.91  Genetic
CattleCALEST INSINT 0.24  Genetic
CattleCALEST INSINT 0.65  Genetic
CattleCALEST INSINT 0.13  Genetic
CattleCALEST INSINT 0.45  Genetic
CattleCALEST INSINT 0.11  Genetic
CattleCALEST INSINT 0.46  Genetic
CattleCALEST INSINT 0.62  Genetic
CattleCALEST INSINT 0.61  Genetic
CattleCALEST INSINT 0.65  Genetic
CattleCONCRATE CALEST -0.09  Genetic
CattleCONCRATE CALEST -0.26  Genetic
CattleCONCRATE CALEST -0.29  Genetic
CattleCONCRATE CALEST -0.21  Genetic
CattleCONCRATE CALEST -0.34  Genetic
CattleCALEST INSINT 0.51  Genetic
CattleCONCRATE CALEST -0.19  Genetic
CattleCONCRATE CALEST -0.37  Genetic
CattleCONCRATE CALEST -0.20  Genetic
CattleCALEST CALEST 0.89  Genetic
CattleCALEST CALEST 0.85  Genetic
CattleCALEST INSINT 0.82  Genetic
CattleCALEST INSINT 0.17  Genetic
CattleCALEST INSINT 0.55  Genetic
CattleCALEST INSINT 0.25  Genetic
CattleCALEST INSINT 0.65  Genetic
CattleCALEST INSINT 0.56  Genetic
CattleCALEST INSINT 0.71  Genetic
CattleCONCRATE CALEST -0.39  Genetic
CattleCONCRATE CALEST 0.09  Genetic
CattleCONCRATE CALEST -0.19  Genetic
CattleCONCRATE CALEST -0.42  Genetic
CattleCALEST INSINT 0.43  Genetic
CattleCONCRATE CALEST -0.48  Genetic
CattleCONCRATE CALEST -0.22  Genetic
CattleCONCRATE CALEST -0.46  Genetic
CattleCALEST INSINT 0.59  Genetic
CattleCONCRATE CALEST -0.29  Genetic
CattleLOCO CALEST -0.34  Genetic
CattleBQ CALEST 0.16  Genetic
CattleCONCRATE CALEST 0.02  Genetic
CattleCONCRATE CALEST 0.03  Genetic
CattleCONCRATE CALEST -0.35  Genetic
CattlePUBAGE CALEST 0.36  Genetic
CattleAGEFC CALEST 0.73  Genetic
CattleCALEST CONCEPT 0.73  Genetic
CattleDIGDERM CALEST 0.12  Genetic
CattleIDH CALEST 0.17  Genetic
CattleCALEST SULC 0.31  Genetic
CattleDROOL CALEST -0.02  Genetic
CattleBTEMP CALEST 0.30  Genetic
CattleCALEST RESRATE 0.09  Genetic
CattleCALEST PBMCP 0.86  Genetic
CattleGRANP CALEST 0.72  Genetic
CattleHCT CALEST -0.67  Genetic
CattleCALEST PLDWID 0.55  Genetic
CattleGRAN CALEST 0.92  Genetic
CattleCALEST LYMPHP -0.86  Genetic
CattleCALINTV CALEST 0.650  Genetic
CattleDAYOPEN CALEST 0.732  Genetic
CattleCONCEPT CALEST 0.090  Genetic
CattleCALINTV CALEST 0.785  Genetic
CattleDAYOPEN CALEST 0.780  Genetic
CattleCONCEPT CALEST -0.065  Genetic
CattleCALEST CM 0.141  Genetic
CattleCALEST SCC 0.315  Genetic
CattleCM CALEST 0.172  Genetic
CattleCALEST SCC 0.195  Genetic
CattleCALEST SCC 0.283  Genetic
CattleCALEST MFPRAT 0.130  Genetic
CattleCALEST CM 0.215  Genetic
CattleCM CALEST 0.151  Genetic
CattleCALEST CM 0.134  Genetic
CattleCALEST SCC 0.432  Genetic
CattleCM CALEST 0.077  Genetic
CattleCALEST SCC 0.241  Genetic
CattleCALEST SCC 0.317  Genetic
CattleCALEST MFPRAT 0.215  Genetic
CattleCALEST CM 0.143  Genetic
CattleCM CALEST -0.124  Genetic
Query notes References
González-Recio, O; Alenda, R (2005), Genetic parameters for female fertility traits and a fertility index in Spanish dairy cattle, Journal of dairy science, 88 (9): 3282-9.
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.
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.
Sölzer N, May K, Yin T, König S (2022), Genomic analyses of claw disorders in Holstein cows: Genetic parameters, trait associations, and genome-wide associations considering interactions of SNP and heat stress, Journal of dairy science, 105(10): 8218-8236.
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.
Scheper C, Emmerling R, Götz KU, König S (2021), A variance component estimation approach to infer associations between Mendelian polledness and quantitative production and female fertility traits in German Simmental cattle, Genetics, selection, evolution : GSE, 53(1): 60.
Veerkamp, RF; Koenen, EP; De Jong, G; (2001), Genetic correlations among body condition score, yield, and fertility in first-parity cows estimated by random regression models., Journal of dairy science, 84 (10): 2327-35.
Wall, E; White, IM; Coffey, MP; Brotherstone, S (2005), The relationship between fertility, rump angle, and selected type information in Holstein-Friesian cows., Journal of dairy science, 88 (4): 1521-8.
Chegini A, Ghavi Hossein-Zadeh N, Hosseini Moghaddam SH, Shadparvar AA (2019), Genetic aspects of some reproductive, udder health and energy status traits in Holstein cows, Theriogenology, 130: 1-7.
Pritchard T, Coffey M, Mrode R, Wall E (2013), Understanding the genetics of survival in dairy cows, Journal of dairy science, 96 (5): 3296-309.
González-Recio O, Alenda R, Chang YM, Weigel KA, Gianola D (2006), Selection for female fertility using censored fertility traits and investigation of the relationship with milk production, Journal of dairy science, 89 (11): 4438-44.
Zink V, Štípková M, Lassen J (2011), Genetic parameters for female fertility, locomotion, body condition score, and linear type traits in Czech Holstein cattle, Journal of dairy science, 94 (10): 5176-82.
Berry D P, Bastiaansen J W M, Veerkamp R F, Wijga S, Wall E, Berglund B, Calus M P L (2012), Genome-wide associations for fertility traits in Holstein-Friesian dairy cows using data from experimental research herds in four European countries, Animal : an international journal of animal bioscience, 6 (8): 1206-15.
Kgari RD, Muller C, Dzama K, Makgahlela ML (2022), Estimation of Genetic Parameters for Heifer and Cow Fertility Traits Derived from On-Farm AI Service Records of South African Holstein Cattle, Animals : an open access journal from MDPI, 12(16):2023.
Muuttoranta K, Tyrisevä AM, Mäntysaari EA, Pösö J, Pedersen Aamand G, Lidauer MH (2019), Genetic Parameters for Female Fertility in Nordic Holstein and Red Cattle Dairy Breeds, J Dairy Sci, 102(9):8184-8196.
Luo H, Brito Luiz F, Li X, Su G, Dou J, Xu W, Yan X, Zhang H, Guo G, Liu L, Wang Y (2021), Genetic parameters for rectal temperature, respiration rate, and drooling score in Holstein cattle and their relationships with various fertility, production, body conformation, and health traits, Journal of dairy science, 104(4): 4390-4403.

 

 

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