影响热带适应奶牛产奶量和脂肪量的遗传因素:QTL分析和基因关联的见解。

IF 2.4 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Animal Bioscience Pub Date : 2024-04-01 Epub Date: 2023-11-01 DOI:10.5713/ab.23.0246
Thawee Laodim, Skorn Koonawootrittriron, Mauricio A Elzo, Thanathip Suwanasopee, Danai Jattawa, Mattaneeya Sarakul
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引用次数: 0

摘要

目的:本研究的目的是鉴定与305天产奶量(MY)和脂肪产量(FY)相关的基因,这些基因也影响泰国多品种奶牛种群对热带条件的适应性。方法:使用一步基因组最佳线性无偏预测,使用2661只动物的75776个估算和实际单核苷酸多态性(SNP)来识别与MY和FY相关的基因组区域。固定效应包括群体年季节、品种回归、杂种优势回归和产仔年龄回归效应。随机效应为动物加性遗传效应和残差效应。选择p值小于0.05的单个SNPs进行基因定位、功能分析和数量性状位点(QTL)注释分析。结果:通过整合单核苷酸多态性(SNP)基因型和数量性状位点(QTL)注释,鉴定出大量与MY(9334)和FY(8977)相关的QTL。值得注意的是,我们在健康和外部QTL类别中发现了17个注释QTL,对应于9个独特的基因。在这些基因中,ARHGAP15和CTNNA2以前与各种牛品种的热带适应相关的生理特征有关。有趣的是,这两个基因也显示出阳性选择的迹象,表明它们在赋予对锥虫病(一种流行的热带疾病)耐受性方面的潜在作用。结论:我们的研究结果为泰国多品种奶牛群体产奶量和脂肪量的遗传基础提供了有价值的见解,揭示了热带适应的潜在机制。已鉴定的基因代表了未来育种策略的有希望的目标,旨在提高牛奶和脂肪的产量,同时确保对热带挑战的抵御能力。这项研究有助于我们理解影响奶牛产奶和适应性的遗传因素,促进热带环境下可持续遗传选择策略和育种计划的制定。
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Genetic factors influencing milk and fat yields in tropically adapted dairy cattle: insights from quantitative trait loci analysis and gene associations.

Objective: The objective of this study was to identify genes associated with 305-day milk yield (MY) and fat yield (FY) that also influence the adaptability of the Thai multibreed dairy cattle population to tropical conditions.

Methods: A total of 75,776 imputed and actual single nucleotide polymorphisms (SNPs) from 2,661 animals were used to identify genomic regions associated with MY and FY using the single-step genomic best linear unbiased predictions. Fixed effects included herd-yearseason, breed regression, heterosis regression and calving age regression effects. Random effects were animal additive genetic and residual. Individual SNPs with a p-value smaller than 0.05 were selected for gene mapping, function analysis, and quantitative trait loci (QTL) annotation analysis.

Results: A substantial number of QTLs associated with MY (9,334) and FY (8,977) were identified by integrating SNP genotypes and QTL annotations. Notably, we discovered 17 annotated QTLs within the health and exterior QTL classes, corresponding to nine unique genes. Among these genes, Rho GTPase activating protein 15 (ARHGAP15) and catenin alpha 2 (CTNNA2) have previously been linked to physiological traits associated with tropical adaptation in various cattle breeds. Interestingly, these two genes also showed signs of positive selection, indicating their potential role in conferring tolerance to trypanosomiasis, a prevalent tropical disease.

Conclusion: Our findings provide valuable insights into the genetic basis of MY and FY in the Thai multibreed dairy cattle population, shedding light on the underlying mechanisms of tropical adaptation. The identified genes represent promising targets for future breeding strategies aimed at improving milk and fat production while ensuring resilience to tropical challenges. This study significantly contributes to our understanding of the genetic factors influencing milk production and adaptability in dairy cattle, facilitating the development of sustainable genetic selection strategies and breeding programs in tropical environments.

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来源期刊
Animal Bioscience
Animal Bioscience AGRICULTURE, DAIRY & ANIMAL SCIENCE-
CiteScore
5.00
自引率
0.00%
发文量
223
审稿时长
3 months
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