Genomic diversity study of highly crossbred cattle population in a Low and Middle Tropical environment

IF 1.7 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Tropical animal health and production Pub Date : 2024-09-18 DOI:10.1007/s11250-024-04011-0
Luisa Fernanda Naranjo Guerrero, Andrés Rogberg-Muñoz, Nancy Rodríguez, Luis Gabriel González Herrera
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Abstract

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.

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中低热带环境中高度杂交牛群的基因组多样性研究
热带地区的牛奶生产在经济和社会方面都发挥着至关重要的作用。通常情况下,牲畜具有双重用途,其基因是通过斑马和/或当地适应性品种与专门用于奶牛生产的品种之间的密集杂交获得的。然而,不加控制的交配和杂交可能会影响有效动物育种计划的建立。本研究旨在评估中低热带环境中高度杂交牛群的基因组多样性。使用 Genessek GGP Bovine 100 芯片对所有采样动物进行基因分型(n = 859),并以八个品种的公开基因组信息作为参考。利用主成分分析、贝叶斯聚类分析和连锁不平衡分析估算了种群的遗传结构。PCA 结果显示,PC1 解释了 44.39% 的变异,这与籼稻/太稻的分化有关;PC2 解释了 14.6% 的变异,这归因于克里奥尔种和欧洲种的分化。该分析表明,种群结构较低,这是由于缺乏系谱追踪和实施非定向杂交造成的。聚类结果显示,斑马、克里奥尔和欧洲牛磺酸成分在种群中的平均贡献率分别为 53.26%、27.60% 和 19.13%。在最大距离为 400 kb 时,平均 LD 值为 0.096。该群体的 LD 值较低,这可能是由于在其发展过程中几乎没有进行选择和发生重组事件。这些发现强调了杂交育种在热带奶牛生产中的价值,但同时也强调了指导育种的重要性。
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来源期刊
Tropical animal health and production
Tropical animal health and production 农林科学-兽医学
CiteScore
3.40
自引率
11.80%
发文量
361
审稿时长
6-12 weeks
期刊介绍: Tropical Animal Health and Production is an international journal publishing the results of original research in any field of animal health, welfare, and production with the aim of improving health and productivity of livestock, and better utilisation of animal resources, including wildlife in tropical, subtropical and similar agro-ecological environments.
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