Faculty of Agriculture, Department of Animal Reproduction, Suez Canal University, Ismailia, 41522, Egypt.
Ministry of Agriculture, Animal Production Research Institute, Dokki, Egypt.
Trop Anim Health Prod. 2024 Oct 15;56(8):344. doi: 10.1007/s11250-024-04153-1.
This study utilized a dataset comprising 3023 lactation records for Friesian cows, 596 records for Native cows (Baladi), and 1189 records for Crossbred cows spanning from 1994 to 2015. The objective was to estimate and assess genetic and phenotypic parameters and breeding values for 305-day milk yield (305-DMY), lactation period (LP), calving interval (CI), and days open (DO) within the Egyptian dairy context. The motivation for this research stemmed from the need to understand the genetic potential of different cattle genotypes in Egypt and identify opportunities for enhancing dairy production. Data were analyzed using the linear mixed model least squares and maximum likelihood (LSMLMW) and multiple-trait derivative-free restricted maximum likelihood (MTDFREML) programs. The analytical model included fixed effects such as season and year of calving, parity, and genotype groups, while random effects included animal and error. Unadjusted means for 305-DMY, LP, CI, and DO were calculated for each genotype group. Genotype groups significantly impacted all studied traits. Heritability estimates varied across genotype groups, with higher estimates observed in Crossbred (0.32, 0.26, 0.25, 0.23) and Native cows (0.26, 0.28, 0.28) compared to Friesian cows (0.24, 0.22, 0.16, 0.17) for productive and reproductive traits, respectively. Genetic correlations among traits ranged from 0.10 to 0.86 for the three genotype groups, while corresponding phenotypic correlations were generally small to moderate and positive. Regarding breeding values, the accuracy estimates suggested that both sires and cows could contribute to genetic improvement. This indicates the potential for enhancing dairy production through selective breeding strategies.
本研究利用了一个数据集,其中包含了 1994 年至 2015 年间的 3023 头弗里斯兰奶牛、596 头本地奶牛(Baladi)和 1189 头杂交奶牛的泌乳记录。目的是在埃及奶牛背景下,估计和评估 305 天产奶量(305-DMY)、泌乳期(LP)、产犊间隔(CI)和开产天数(DO)的遗传和表型参数和育种值。这项研究的动机是为了了解埃及不同牛基因型的遗传潜力,并确定提高奶牛生产的机会。数据使用线性混合模型最小二乘法和最大似然(LSMLMW)和多性状无导数约束最大似然(MTDFREML)程序进行分析。分析模型包括季节和产犊年份、胎次和基因型组等固定效应,而随机效应包括动物和误差。为每个基因型组计算了未经调整的 305-DMY、LP、CI 和 DO 的平均值。基因型组对所有研究性状均有显著影响。不同基因型组的遗传力估计值不同,杂交牛(0.32、0.26、0.25、0.23)和本地牛(0.26、0.28、0.28)的估计值高于弗里斯兰牛(0.24、0.22、0.16、0.17)分别为生产和繁殖性状。三个基因型组之间性状的遗传相关系数范围为 0.10 至 0.86,而相应的表型相关系数通常较小且为正。关于育种值,准确性估计表明,公畜和母畜都可以为遗传改良做出贡献。这表明通过选择性育种策略提高奶牛生产的潜力。