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Animal Trait Correlation Database

 Cattle Traits Phenotypic Correlations

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Phenotypic Correlations:6,670

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  Species      Trait A       Trait B   Correlations   StdErr   p-values   Corr.Type    PubMed
  cattle         ANG           BW          -0.12        .         .       Phenotypic   26547641
  cattle          BD           MBW          0.26        .         .       Phenotypic   26547641
  cattle        CHWDT          RFI         -0.03        .         .       Phenotypic   26547641
  cattle        CHWDT          MBW          0.46        .         .       Phenotypic   26547641
  cattle         ANG           RFI          0.05        .         .       Phenotypic   26547641
  cattle         BCS           RFI         -0.09        .         .       Phenotypic   26547641
  cattle        CHWDT          DMI          0.15        .         .       Phenotypic   26547641
  cattle         ANG           MBW         -0.21        .         .       Phenotypic   26547641
  cattle         BCS           MY          -0.10        .         .       Phenotypic   26547641
  cattle         RFI          RANG         -0.01        .         .       Phenotypic   26547641
  cattle          BD           BW           0.26        .         .       Phenotypic   26547641
  cattle         BCS           MBW          0.46        .         .       Phenotypic   26547641
  cattle         DMI           MBW          0.45        .         .       Phenotypic   26547641
  cattle          BW           DMI          0.45        .         .       Phenotypic   26547641
  cattle          EY           MY           0.86        .         .       Phenotypic   26547641
  cattle         DMI           EY           0.57        .         .       Phenotypic   26547641
  cattle         ANG           DMI          0.04        .         .       Phenotypic   26547641
  cattle          BW          RUMWD         0.22        .         .       Phenotypic   26547641
  cattle         DMI           STA          0.20        .         .       Phenotypic   26547641
  cattle         ANG           MY           0.17        .         .       Phenotypic   26547641
  cattle         MBW           MY           0.09        .         .       Phenotypic   26547641
  cattle          BW           MBW          0.99        .         .       Phenotypic   26547641
  cattle          MY          RUMWD         0.09        .         .       Phenotypic   26547641
  cattle          EY          RANG          0.06        .         .       Phenotypic   26547641
  cattle          BD           RFI          0.06        .         .       Phenotypic   26547641
  cattle          EY           RFI          0.02        .         .       Phenotypic   26547641
  cattle          EY          RUMWD         0.08        .         .       Phenotypic   26547641
  cattle          BD           DMI          0.18        .         .       Phenotypic   26547641
  cattle         BCS           DMI          0.06        .         .       Phenotypic   26547641
  cattle          EY           STA          0.08        .         .       Phenotypic   26547641
  cattle         ANG           EY           0.17        .         .       Phenotypic   26547641
  cattle          BW           RFI          0.02        .         .       Phenotypic   26547641
  cattle          BW          RANG         -0.03        .         .       Phenotypic   26547641
  cattle         DMI           MY           0.44        .         .       Phenotypic   26547641
  cattle         RFI           STA          0.03        .         .       Phenotypic   26547641
  cattle         MBW          RANG         -0.03        .         .       Phenotypic   26547641
  cattle        CHWDT          EY           0.02        .         .       Phenotypic   26547641
  cattle          MY           STA          0.08        .         .       Phenotypic   26547641
  cattle         BCS           BW           0.45        .         .       Phenotypic   26547641
  cattle        CHWDT          MY          -0.03        .         .       Phenotypic   26547641
  cattle          BD           MY           0.08        .         .       Phenotypic   26547641
  cattle          MY          RANG          0.04        .         .       Phenotypic   26547641
  cattle         RFI          RUMWD        -0.05        .         .       Phenotypic   26547641
  cattle         DMI          RUMWD         0.06        .         .       Phenotypic   26547641
  cattle         MBW           STA          0.41        .         .       Phenotypic   26547641
  cattle         DMI           RFI          0.72        .         .       Phenotypic   26547641
  cattle          BW           EY           0.21        .         .       Phenotypic   26547641
  cattle          BW           MY           0.09        .         .       Phenotypic   26547641
  cattle          BD           EY           0.11        .         .       Phenotypic   26547641
  cattle          BW           STA          0.40        .         .       Phenotypic   26547641
  cattle         MBW           RFI          0.02        .         .       Phenotypic   26547641
  cattle         MBW           EY           0.21        .         .       Phenotypic   26547641
  cattle         BCS           EY          -0.05        .         .       Phenotypic   26547641
  cattle         DMI          RANG          0.01        .         .       Phenotypic   26547641
  cattle         MBW          RUMWD         0.22        .         .       Phenotypic   26547641
  cattle          MY           RFI         -0.01        .         .       Phenotypic   26547641
  cattle          BW          CHWDT         0.45        .         .       Phenotypic   26547641
  cattle         BCS           RFI          0.02        .         .       Phenotypic   26547641
  cattle        CHWDT          DMI          0.25        .         .       Phenotypic   26547641
  cattle         ANG           MBW         -0.07        .         .       Phenotypic   26547641
  cattle         BCS           MY          -0.07        .         .       Phenotypic   26547641
  cattle         RFI          RANG          0.00        .         .       Phenotypic   26547641
  cattle        CHWDT          RFI          0.08        .         .       Phenotypic   26547641
  cattle        CHWDT          MBW          0.45        .         .       Phenotypic   26547641
  cattle         ANG           BW          -0.07        .         .       Phenotypic   26547641
  cattle          BD           MBW          0.36        .         .       Phenotypic   26547641
  cattle          BW           DMI          0.42        .         .       Phenotypic   26547641
  cattle          EY           MY           0.85        .         .       Phenotypic   26547641
  cattle         DMI           EY           0.63        .         .       Phenotypic   26547641
  cattle         ANG           DMI          0.13        .         .       Phenotypic   26547641
  cattle          BW          RUMWD         0.20        .         .       Phenotypic   26547641
  cattle         DMI           STA          0.22        .         .       Phenotypic   26547641
  cattle         ANG           MY           0.17        .         .       Phenotypic   26547641
  cattle         MBW           MY           0.10        .         .       Phenotypic   26547641
  cattle          MY          RUMWD         0.04        .         .       Phenotypic   26547641
  cattle          EY          RANG          0.04        .         .       Phenotypic   26547641
  cattle          BD           RFI          0.10        .         .       Phenotypic   26547641
  cattle          EY           RFI          0.02        .         .       Phenotypic   26547641
  cattle          EY          RUMWD         0.03        .         .       Phenotypic   26547641
  cattle          BD           DMI          0.28        .         .       Phenotypic   26547641
  cattle         BCS           DMI          0.08        .         .       Phenotypic   26547641
  cattle          EY           STA          0.04        .         .       Phenotypic   26547641
  cattle         ANG           EY           0.19        .         .       Phenotypic   26547641
  cattle          BW           RFI          0.01        .         .       Phenotypic   26547641
  cattle          BW          RANG          0.00        .         .       Phenotypic   26547641
  cattle          BD           BW           0.36        .         .       Phenotypic   26547641
  cattle         BCS           MBW          0.31        .         .       Phenotypic   26547641
  cattle         DMI           MBW          0.42        .         .       Phenotypic   26547641
  cattle         ANG           RFI          0.06        .         .       Phenotypic   26547641
  cattle         DMI           MY           0.52        .         .       Phenotypic   26547641
  cattle         RFI           STA          0.06        .         .       Phenotypic   26547641
  cattle         MBW          RANG          0.00        .         .       Phenotypic   26547641
  cattle        CHWDT          EY           0.02        .         .       Phenotypic   26547641
  cattle          MY           STA          0.04        .         .       Phenotypic   26547641
  cattle         BCS           BW           0.31        .         .       Phenotypic   26547641
  cattle        CHWDT          MY           0.00        .         .       Phenotypic   26547641
  cattle          BD           MY           0.07        .         .       Phenotypic   26547641
  cattle          MY          RANG          0.05        .         .       Phenotypic   26547641
  cattle         RFI          RUMWD         0.03        .         .       Phenotypic   26547641
  cattle         DMI          RUMWD         0.12        .         .       Phenotypic   26547641
  cattle         MBW           STA          0.40        .         .       Phenotypic   26547641
  cattle         DMI           RFI          0.69        .         .       Phenotypic   26547641
  cattle          BW           EY           0.16        .         .       Phenotypic   26547641
  cattle          BW           MY           0.09        .         .       Phenotypic   26547641
  cattle          BD           EY           0.11        .         .       Phenotypic   26547641
  cattle          BW           STA          0.40        .         .       Phenotypic   26547641
  cattle         MBW           RFI          0.01        .         .       Phenotypic   26547641
  cattle         MBW           EY           0.16        .         .       Phenotypic   26547641
  cattle         BCS           EY          -0.08        .         .       Phenotypic   26547641
  cattle         DMI          RANG          0.03        .         .       Phenotypic   26547641
  cattle         MBW          RUMWD         0.20        .         .       Phenotypic   26547641
  cattle          MY           RFI          0.00        .         .       Phenotypic   26547641
  cattle          BW          CHWDT         0.45        .         .       Phenotypic   26547641
  cattle         BCS           PP          0.113        .         .       Phenotypic   23726426
  cattle         LOCO          MY          0.132        .         .       Phenotypic   23726426
  cattle         ANG           BCS         -0.241       .         .       Phenotypic   23726426
  cattle         BCS           FP          0.043        .         .       Phenotypic   23726426
  cattle         LOCO          FP          0.015        .         .       Phenotypic   23726426
  cattle         ANG          LOCO         0.245        .         .       Phenotypic   23726426
  cattle         LOCO          PP          0.042        .         .       Phenotypic   23726426
  cattle         LOCO        MFPRAT        -0.004       .         .       Phenotypic   23726426
  cattle         BCS         MFPRAT        -0.016       .         .       Phenotypic   23726426
  cattle          PP           MY          -0.511       .      <0.001     Phenotypic   26067182
  cattle         BCS          LOCO         0.093        .         .       Phenotypic   23726426
  cattle         BCS           MY          0.043        .         .       Phenotypic   23726426
  cattle         BCS           STR          0.11        .         .       Phenotypic   14672199
  cattle         BCS          RUMWD        -0.04        .         .       Phenotypic   14672199
  cattle         BCS          RANG          0.02        .         .       Phenotypic   14672199
  cattle         BCS           PY          -0.04        .         .       Phenotypic   14672199
  cattle         BCS         BODYCIR        0.17        .         .       Phenotypic   14672199
  cattle         BCS           UC          -0.08        .         .       Phenotypic   14672199
  cattle         BCS           FY          -0.05        .         .       Phenotypic   14672199
  cattle         BCS          UWDT         -0.00        .         .       Phenotypic   14672199
  cattle         BCS           UHT         -0.02        .         .       Phenotypic   14672199
  cattle         BCS           MY          -0.05        .         .       Phenotypic   14672199
  cattle         BCS          HDPTH         0.10        .         .       Phenotypic   14672199
  cattle         BCS           STA          0.16        .         .       Phenotypic   14672199
  cattle         BCS           BD           0.06        .         .       Phenotypic   14672199
  cattle       BODYCAP         BCS          0.11        .         .       Phenotypic   14672199
  cattle         BCS           UA          -0.09        .         .       Phenotypic   14672199
  cattle         BCS           DYF         -0.13        .         .       Phenotypic   14672199
  cattle         BCS          FTLEG         0.07        .         .       Phenotypic   14672199
  cattle         BCS          TLGTH         0.02        .         .       Phenotypic   14672199
  cattle         BCS          RUMPC         0.03        .         .       Phenotypic   14672199
  cattle         BCS          UDPTH         0.01        .         .       Phenotypic   14672199
  cattle         BCS          UQUAL        -0.18        .         .       Phenotypic   14672199
  cattle         BCS           TPL         -0.02        .         .       Phenotypic   14672199
  cattle         BCS           TPL         -0.09        .         .       Phenotypic   14672199
  cattle       FA-C20:4     FA-C18:0        0.03        .         .       Phenotypic   28793941
  cattle         MUFA       FA-C18:1        0.95        .         .       Phenotypic   28793941
  cattle       FA-C18:2       MUFA          0.03        .         .       Phenotypic   28793941
  cattle       FA-C18:3       MUFA         -0.05        .         .       Phenotypic   28793941
  cattle       FA-C18:2     FA-C16:1       -0.21        .         .       Phenotypic   28793941
  cattle        ELIND       FA-C18:3        0.17        .         .       Phenotypic   28793941
  cattle         MUFA       FA-C16:0       -0.83        .         .       Phenotypic   28793941
  cattle       FA-C18:1       PUFA          0.06        .         .       Phenotypic   28793941
  cattle       FA-C20:4     FA-C14:0       -0.12        .         .       Phenotypic   28793941
  cattle         MUFA          SFA         -0.97        .         .       Phenotypic   28793941
  cattle        ELIND       FA-C16:1       -0.53        .         .       Phenotypic   28793941
  cattle        DSIND       FA-C18:2        0.11        .         .       Phenotypic   28793941
  cattle        ELIND         PUFA          0.21        .         .       Phenotypic   28793941
  cattle         SFA        FA-C18:0        0.42        .         .       Phenotypic   28793941
  cattle       FA-C16:0     FA-C18:0       -0.06        .         .       Phenotypic   28793941
  cattle        DSIND       FA-C16:0       -0.82        .         .       Phenotypic   28793941
  cattle       FA-C14:0     FA-C18:0       -0.21        .         .       Phenotypic   28793941
  cattle       FA-C16:1     FA-C18:0       -0.64        .         .       Phenotypic   28793941
  cattle       FA-C14:0     FA-C16:0        0.67        .         .       Phenotypic   28793941
  cattle       FA-C14:0     FA-C16:1        0.52        .         .       Phenotypic   28793941
  cattle         PUFA          SFA         -0.17        .         .       Phenotypic   28793941
  cattle       FA-C16:0        SFA          0.86        .         .       Phenotypic   28793941
  cattle        ELIND         MUFA          0.69        .         .       Phenotypic   28793941
  cattle         MUFA       FA-C18:0       -0.44        .         .       Phenotypic   28793941
  cattle       FA-C14:0       PUFA         -0.23        .         .       Phenotypic   28793941
  cattle       FA-C18:1     FA-C16:0       -0.87        .         .       Phenotypic   28793941
  cattle       FA-C18:2     FA-C14:0       -0.24        .         .       Phenotypic   28793941
  cattle       FA-C20:4       PUFA          0.42        .         .       Phenotypic   28793941
  cattle        ELIND       FA-C14:0       -0.80        .         .       Phenotypic   28793941
  cattle        ELIND       FA-C18:0        0.29        .         .       Phenotypic   28793941
  cattle       FA-C18:3     FA-C14:0       -0.14        .         .       Phenotypic   28793941
  cattle         MUFA       FA-C16:1        0.11        .         .       Phenotypic   28793941
Query notes References
Battagin M, Sartori C, Biffani S, Penasa M, Cassandro M (2013), Genetic parameters for body condition score, locomotion, angularity, and production traits in Italian Holstein cattle, Journal of dairy science, 96 (8): 5344-51.
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, .
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.
Kadarmideen H N, Wegmann S (2003), Genetic parameters for body condition score and its relationship with type and production traits in Swiss Holsteins, Journal of dairy science, 86 (11): 3685-93.
Zhou H, Cheng L, Azimu W, Hodge S, Edwards G R, Hickford J G H (2015), Variation in the bovine FABP4 gene affects milk yield and milk protein content in dairy cows, Scientific reports, 5: 10023.

 

 

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