Grupo de investigación GIPAB, sede Medellín, Colombia.
Universidad Nacional de Colombia, sede Medellín, Colombia.
Trop Anim Health Prod. 2024 Sep 18;56(8):258. doi: 10.1007/s11250-024-04011-0.
Milk production in tropical regions plays a crucial role both economically and socially. Typically, animals are utilized for dual purposes and are genetically obtained by an intense crossbreeding between Zebu and/or locally adapted breeds, alongside specialized breeds for dairy production. However, uncontrolled mating and crossbreeding may affect the establishment of an effective animal breeding program. The objective of this study was to evaluate Genomic diversity of highly crossbred cattle population in a Low and Middle Tropical environment. All sampled animals were genotyped using the Genessek GGP Bovine 100 chip (n = 859) and public genomic information from eight breeds were employed as reference. The genetic structure of the population was estimated using a Principal Component, Bayesian clustering and a linkage disequilibrium analysis. PCA results revealed that PC1 explained 44.39% of the variation, associated with the indicus/taurus differentiation, and PC2 explained 14.6% of the variation, attributed to the differentiation of Creole and European components. This analysis underscored a low population structure, attributed to the absence of genealogical tracking and the implementation of non-directed crossbreeding. The clustering shows an average contribution of Zebu, Creole, and European Taurine components in the population was 53.26%, 27.60%, and 19.13%, respectively. While an average LD of 0.096 was obtained for a maximum distance of 400 kb. The LD value was low in this population, probably due to the almost no selection applied and the recombination events that occurred during its development. These findings underscore the value of crossbreeding in tropical dairy production but emphasize the importance of directing the mattings.
在热带地区,牛奶生产在经济和社会方面都起着至关重要的作用。通常,动物被用于双重目的,通过在热带地区 Zebu 和/或本地适应品种之间进行密集杂交,并结合专门的奶牛品种,从遗传上获得。然而,不受控制的交配和杂交可能会影响有效的动物繁殖计划的建立。本研究的目的是评估低和中热带环境中高度杂交牛群的基因组多样性。所有采样动物均使用 Genessek GGP 牛 100 芯片(n = 859)进行基因分型,并利用来自八个品种的公共基因组信息作为参考。使用主成分分析、贝叶斯聚类和连锁不平衡分析估计群体的遗传结构。PCA 结果表明,PC1 解释了 44.39%的变异,与 indicus/taurus 分化有关,PC2 解释了 14.6%的变异,归因于克里奥尔和欧洲成分的分化。这项分析强调了人口结构的低水平,这归因于缺乏系谱跟踪和实施非定向杂交。聚类分析显示,牛群中 Zebu、克里奥尔和欧洲 Taurine 成分的平均贡献率分别为 53.26%、27.60%和 19.13%。而在 400kb 的最大距离下,平均 LD 为 0.096。该群体的 LD 值较低,可能是由于几乎没有选择和重组事件发生在其发展过程中。这些发现突出了杂交在热带奶牛生产中的价值,但强调了指导交配的重要性。