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爱尔兰农场中肉牛犊和奶牛犊被动免疫和疾病特征的全基因组关联研究。

Genome wide association study of passive immunity and disease traits in beef-suckler and dairy calves on Irish farms.

机构信息

Animal and Grassland Research and Innovation Centre, Teagasc, Grange, Dunsany, C15 PW93, Co. Meath, Ireland.

The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Edinburgh, EH25 9RG, UK.

出版信息

Sci Rep. 2020 Nov 4;10(1):18998. doi: 10.1038/s41598-020-75870-4.

Abstract

Calves with lower concentrations of immunoglobulin G (IgG) in their blood, have a greater risk of developing diseases. There is a lack of knowledge on genetic markers known to be associated with immunological variability or disease resistance. Therefore, the objective of this study was to identify SNP markers associated with passive immunity measures (serum IgG, serum protein, albumin, globulin and total protein concentrations, total solids Brix percentage, zinc sulphate turbidity units) and disease (pneumonia, diarrhoea, crude illness) traits in Irish commercial beef-suckler and dairy calves through genome wide association studies (GWAS). Genotyping was performed on DNA samples from beef-suckler (n = 698) and dairy (n = 1178) calves, using the IDBv3 chip. Heritability of passive immunity associated traits (range 0.02-0.22) and the disease traits (range 0.03-0.20) were low-to-moderate. Twenty-five and fifteen SNPs approached genome wide significance (P < 5 × 10) for the passive immunity and the disease traits, respectively. One SNP "ARS-BFGL-BAC-27914" reached Bonferroni genome wide significance (P < 1.15 × 10) for an association with serum IgG concentration in beef calves. Further work will evaluate these SNPs in larger cattle populations and assess their contribution to genomic selection breeding strategies, aimed towards producing more disease resistant livestock.

摘要

血液中免疫球蛋白 G(IgG)浓度较低的小牛患疾病的风险更大。目前对于与免疫变异性或疾病抵抗力相关的已知遗传标记物知之甚少。因此,本研究的目的是通过全基因组关联研究(GWAS)鉴定与爱尔兰商业肉牛和奶牛小牛的被动免疫措施(血清 IgG、血清蛋白、白蛋白、球蛋白和总蛋白浓度、总固形物 Brix 百分比、硫酸锌浊度单位)和疾病(肺炎、腹泻、粗病)相关的 SNP 标记物。使用 IDBv3 芯片对肉牛(n = 698)和奶牛(n = 1178)小牛的 DNA 样本进行基因分型。与被动免疫相关的性状(范围 0.02-0.22)和疾病性状(范围 0.03-0.20)的遗传力为低至中度。有 25 个和 15 个 SNP 分别接近被动免疫和疾病性状的全基因组显著水平(P < 5 × 10)。一个 SNP“ARS-BFGL-BAC-27914”在与肉牛血清 IgG 浓度相关方面达到了 Bonferroni 全基因组显著水平(P < 1.15 × 10)。进一步的工作将在更大的牛群中评估这些 SNP,并评估它们对基因组选择育种策略的贡献,旨在生产更具抗病能力的牲畜。

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