Estimation of Genetic Parameters for Early Growth Traits in Luzhong Mutton Sheep
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
3. Results
3.1. Fixed Effects Analysis
3.2. Variance Components and Genetic Parameter Estimation
3.3. Correlation Analysis of Early Growth Traits
3.4. Correlation Analysis of Early Growth Traits
4. Discussion
4.1. Comparison of Different Animal Models
4.2. Estimation of Heritability
4.3. Genetic and Phenotypic Correlations
4.4. Genetic and Phenotypic Trends
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Traits | BWT (kg) | WWT (kg) | 6WT (kg) | ADG1 (kg) | ADG2 (kg) |
---|---|---|---|---|---|
N | 2464 | 2923 | 2428 | 2424 | 1836 |
Mean ± Standard error | 3.589 ± 0.009 | 27.395 ± 0.101 | 41.231 ± 0.114 | 0.276 ± 0.001 | 0.152 ± 0.001 |
Standard Deviation | 0.435 | 5.472 | 5.593 | 0.049 | 0.027 |
Min | 2.500 | 11.200 | 28.500 | 0.120 | 0.050 |
Max | 4.400 | 37.500 | 54.000 | 0.372 | 0.259 |
Traits | Birth Year | Birth Season | Sex | ||||||
---|---|---|---|---|---|---|---|---|---|
Mean Square | F | p | Mean Square | F | p | Mean Square | F | p | |
BWT | 0.934 ** | 5.37 | 0.0003 | 0.707 ** | 407.00 | 0.0068 | 33.107 ** | 190.44 | <0.0001 |
WWT | 5746.681 ** | 292.03 | <0.0001 | 649.839 ** | 33.02 | <0.0001 | 1933.506 ** | 98.25 | <0.0001 |
6WT | 3770.473 ** | 181.93 | <0.0001 | 1193.097 ** | 57.57 | <0.0001 | 461.788 ** | 22.28 | <0.0001 |
ADG1 | 0.282 ** | 165.42 | <0.0001 | 0.040 ** | 23.49 | <0.0001 | 0.122 ** | 71.44 | <0.0001 |
ADG2 | 0.007 ** | 6.42 | <0.0001 | 0.005 ** | 4.20 | 0.0057 | 0.008 ** | 7.07 | 0.0079 |
Traits | Model | σa2 | σm2 | σa,m | σc2 | σe2 | σp2 | σa2/σp2 | σm2/σp2 | σc2/σp2 | σe2/σp2 | hT2 | −2lnL | AIC |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
BWT | 1 | 0.036 | 0.138 | 0.174 | 0.209 ± 0.035 | 0.791 | 0.209 | −1834.122 | −1830.12 | |||||
2 | 0.034 | 0.003 | 0.134 | 0.171 | 0.200 ± 0.059 | 0.015 ± 0.042 | 0.785 | 0.200 | −1813.992 | −1807.99 | ||||
3 | 0.031 | 0.032 | 0.122 | 0.185 | 0.168 ± 0.062 | 0.170 ± 0.055 | 0.661 | 0.253 | −1813.832 | −1807.83 | ||||
4 | 0.028 | 0.036 | −0.014 | 0.128 | 0.177 | 0.156 ± 0.057 | 0.201 ± 0.100 | 0.723 | 0.136 | −1839.796 | −1831.80 | |||
5 | 0.027 | 0.017 | 0.005 | 0.128 | 0.176 | 0.152 ± 0.094 | 0.096 ± 0.047 | 0.026 ± 0.147 | 0.726 | 0.200 | −1811.112 | −1803.11 | ||
6 | 0.025 | 0.031 | −0.012 | 0.003 | 0.128 | 0.176 | 0.143 ± 0.078 | 0.177 ± 0.209 | 0.020 ± 0.160 | 0.727 | 0.132 | −1830.646 | −1820.65 | |
WWT | 1 | 7.599 | 8.309 | 15.907 | 0.478 ± 0.027 | 0.522 | 0.478 | 10,801.161 | 10,805.16 | |||||
2 | 7.551 | 0.063 | 8.295 | 15.909 | 0.475 ± 0.046 | 0.004 ± 0.030 | 0.521 | 0.475 | 10,801.139 | 10,807.14 | ||||
3 | 7.560 | 0.051 | 8.298 | 15.909 | 0.475 ± 0.045 | 0.003 ± 0.029 | 0.522 | 0.477 | 10,801.145 | 10,807.15 | ||||
4 | 8.544 | 4.372 | −5.310 | 8.026 | 15.633 | 0.547 ± 0.031 | 0.280 ± 0.047 | 0.513 | 0.177 | 10,750.433 | 10,758.43 | |||
5 | 7.373 | 0.267 | 0.045 | 8.248 | 15.932 | 0.463 ± 0.122 | 0.017 ± 0.081 | 0.003 ± 0.083 | 0.518 | 0.471 | 10,801.139 | 10,809.14 | ||
6 | 8.538 | 4.023 | −5.250 | 0.296 | 8.024 | 15.631 | 0.546 ± 0.127 | 0.257 ± 0.121 | 0.019 ± 0.113 | 0.513 | 0.171 | 10,750.416 | 10,760.42 | |
6WT | 1 | 8.944 | 8.861 | 17.805 | 0.502 ± 0.031 | 0.498 | 0.502 | 9257.474 | 9261.47 | |||||
2 | 8.977 | 0.003 | 8.833 | 17.813 | 0.504 ± 0.054 | 0.0002 ± 0.034 | 0.496 | 0.504 | 9257.733 | 9263.73 | ||||
3 | 8.969 | 0.009 | 8.834 | 17.812 | 0.504 ± 0.052 | 0.0005 ± 0.032 | 0.496 | 0.504 | 9257.622 | 9263.62 | ||||
4 | 11.434 | 3.442 | −5.857 | 8.483 | 17.502 | 0.653 ± 0.031 | 0.197 ± 0.053 | 0.485 | 0.250 | 9208.665 | 9216.66 | |||
5 | 8.926 | 0.032 | 0.002 | 8.852 | 17.811 | 0.501 ± 0.126 | 0.002 ± 0.078 | 0.0001 ± 0.081 | 0.497 | 0.502 | 9257.994 | 9265.99 | ||
6 | 11.409 | 3.441 | −5.817 | 0.034 | 8.458 | 17.524 | 0.651 ± 0.139 | 0.196 ± 0.114 | 0.002 ± 0.106 | 0.483 | 0.251 | 9208.734 | 9218.73 | |
ADG1 | 1 | 6.13 × 10−4 | 7.89 × 10−4 | 1.40 × 10−3 | 0.437 ± 0.028 | 0.563 | 0.437 | −13,536.32079 | −13,532.32 | |||||
2 | 6.06 × 10−4 | 6.700 × 10−6 | 7.89 × 10−4 | 1.40 × 10−3 | 0.432 ± 0.051 | 0.005 ± 0.035 | 0.563 | 0.432 | −13,534.7641 | −13,528.76 | ||||
3 | 5.93 × 10−4 | 3.22 × 10−5 | 7.82 × 10−4 | 1.41 × 10−3 | 0.421 ± 0.052 | 0.023 ± 0.036 | 0.556 | 0.433 | −13,532.18564 | −13,526.19 | ||||
4 | 7.28 × 10−4 | 3.77 × 10−4 | −5.10 × 10−4 | 7.76 × 10−4 | 1.371 × 10−3 | 0.531 ± 0.035 | 0.275 ± 0.052 | 0.565 | 0.111 | −13,586.49552 | −13,578.50 | |||
5 | 6.04 × 10−4 | 1.47 × 10−5 | 8.000 × 10−7 | 7.85 × 10−4 | 1.405 × 10−3 | 0.430 ± 0.140 | 0.010 ± 0.100 | 0.001 ± 0.103 | 0.559 | 0.435 | −13,534.12069 | −13,526.12 | ||
6 | 7.20 × 10−4 | 3.74 × 10−4 | −5.02 × 10−4 | 1.300 × 10−6 | 7.78 × 10−4 | 1.371 × 10−3 | 0.525 ± 0.141 | 0.273 ± 0.136 | 0.001 ± 0.133 | 0.567 | 0.112 | −13,586.32817 | −13,576.33 | |
ADG2 | 1 | 1.16 × 10−5 | 7.25 × 10−4 | 7.36 × 10−4 | 0.016 ± 0.039 | 0.984 | 0.016 | −11,269.75683 | −11,265.76 | |||||
2 | 2.19 × 10−5 | 4.92 × 10−5 | 6.75 × 10−4 | 7.46 × 10−4 | 0.029 ± 0.049 | 0.066 ± 0.041 | 0.905 | 0.029 | −11,277.21275 | −11,271.21 | ||||
3 | 1.20 × 10−5 | 3.76 × 10−5 | 6.93 × 10−4 | 7.43 × 10−4 | 0.016 ± 0.056 | 0.051 ± 0.049 | 0.933 | 0.041 | −11,275.12621 | −11,269.13 | ||||
4 | 3.92 × 10−5 | 6.04 × 10−5 | −2.51 × 10−5 | 6.74 × 10−4 | 7.48 × 10−4 | 0.052 ± 0.046 | 0.081 ± 0.092 | 0.900 | 0.042 | −11,279.22475 | −11,271.22 | |||
5 | 2.42 × 10−5 | 4.06 × 10−5 | 5.50 × 10−6 | 6.77 × 10−4 | 7.48 × 10−4 | 0.032 ± 0.041 | 0.054 ± 0.126 | 0.007 ± 0.132 | 0.906 | 0.060 | −11,278.20752 | −11,270.21 | ||
6 | 3.61 × 10−5 | 6.66 × 10−5 | −1.99 × 10−5 | 5.90 × 10−6 | 6.62 × 10−4 | 7.51 × 10−4 | 0.048 ± 0.050 | 0.089 ± 0.195 | 0.008 ± 0.157 | 0.882 | 0.053 | −11,275.76864 | −11,265.77 |
Model | BWT | WWT | 6WT | ADG1 | ADG2 |
---|---|---|---|---|---|
2:1 | −20.130 ns | 0.022 ns | −0.259 ns | −1.557 ns | 7.456 ** |
3:1 | −20.290 ns | 0.016 ns | −0.148 ns | −4.135 ns | 5.369 * |
4:1 | 5.674 ns | 50.728 ** | 48.809 ** | 50.175 ** | 9.468 ** |
5:1 | −23.010 ns | 0.022 ns | −0.519 ns | −2.200 ns | 8.451 * |
6:1 | −3.4756 ns | 50.745 ** | 48.740 ** | 50.007 ** | 6.012 ns |
4:2 | 25.804 ** | 50.706 ** | 49.068 ** | 51.731 ** | 2.012 ns |
5:2 | −2.880 ns | 0.000 ns | −0.261 ns | −0.643 ns | 0.995 ns |
6:2 | 16.654 ** | 50.723 ** | 48.999 ** | 51.564 ** | −1.444 ns |
4:3 | 25.964 ** | 50.712 ** | 48.957 ** | 54.310 ** | 4.099 * |
5:3 | −2.720 ns | 0.006 ns | −0.372 ns | 1.935 ns | 3.081 ns |
6:3 | 16.815 ** | 50.729 ** | 48.888 ** | 54.143 ** | 0.642 ns |
6:4 | −9.150 ns | 0.017 ns | −0.069 ns | −0.167 ns | −3.456 ns |
6:5 | 19.535 ** | 50.723 ** | 49.260 ** | 52.207 ** | −2.439 ns |
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Ren, Y.; Li, X.; He, J.; Zhang, M.; Liu, G.; Wei, C.; Zhang, G.; Zhang, W.; Nie, F.; Wang, M.; et al. Estimation of Genetic Parameters for Early Growth Traits in Luzhong Mutton Sheep. Animals 2024, 14, 1754. https://doi.org/10.3390/ani14121754
Ren Y, Li X, He J, Zhang M, Liu G, Wei C, Zhang G, Zhang W, Nie F, Wang M, et al. Estimation of Genetic Parameters for Early Growth Traits in Luzhong Mutton Sheep. Animals. 2024; 14(12):1754. https://doi.org/10.3390/ani14121754
Chicago/Turabian StyleRen, Yifan, Xue Li, Junmin He, Menghua Zhang, Guifen Liu, Chen Wei, Guoping Zhang, Wenhao Zhang, Fumei Nie, Ming Wang, and et al. 2024. "Estimation of Genetic Parameters for Early Growth Traits in Luzhong Mutton Sheep" Animals 14, no. 12: 1754. https://doi.org/10.3390/ani14121754
APA StyleRen, Y., Li, X., He, J., Zhang, M., Liu, G., Wei, C., Zhang, G., Zhang, W., Nie, F., Wang, M., Tian, K., & Huang, X. (2024). Estimation of Genetic Parameters for Early Growth Traits in Luzhong Mutton Sheep. Animals, 14(12), 1754. https://doi.org/10.3390/ani14121754