Genomic analysis of bovine respiratory disease resistance in preweaned dairy calves diagnosed by a combination of clinical signs and thoracic ultrasonography.

IF 2.6 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
PLoS ONE Pub Date : 2025-03-21 eCollection Date: 2025-01-01 DOI:10.1371/journal.pone.0318520
Maria G Strillacci, Vincenzo Ferrulli, Francesca Bernini, Davide Pravettoni, Alessandro Bagnato, Ilaria Martucci, Antonio Boccardo
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Abstract

Bovine respiratory disease (BRD) poses a significant risk of morbidity and mortality in preweaned dairy calves. Research indicates that this multifactorial disorder can be attributed to the involvement of various pathogens. Currently, there is little information from genome-wide association studies (GWAS) for BRD resistance in young calves based on objective measures and classification of the disease. In this study, we moved forward in phenotyping BRD by coupling two diagnostic tests, the thoracic ultrasonography (TUS) and Wisconsin respiratory score (WISC), in order to assess susceptible and resistant animals to BRD. A total of 240 individuals were scored for BRD using TUS and WISC. A GWAS was performed using a selective genotyping approach to identify Quantitative Trait Loci (QTL) for BRD resistance. A total of 47 calves classified as BRD resistant (TUS ≤  1/ WISC ≤  4) and 47 as BRD susceptible (TUS =  5/ any WISC) were genotyped with the NEOGEN's GGP Bovine 100K SNP chip. QTL were then identified comparing the SNPs allelic frequencies between the two groups. A total of 28 QTL regions (QTLRs) were defined according to significative SNPs, 141 genes were annotated in the defined QTLRs. The genes were functionally classified into 4 main categories, i.e., i) regulation of systemic arterial blood pressure, ii) fertility, iii) immune function, and iv) filament cytoskeleton. Furthermore, 61 out of 141 genes identified here can be considered promising candidate genes since they were already associated with BRD resistance in published GWAS studies in dairy cattle. The ASB9, BMX, EPSTI1, and OLFM4 genes were identified in 4 of the 6 considered studies. This study paves the way for further research to mine the genome for resistance to respiratory diseases, utilizing an accurate classification process.

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结合临床体征和胸部超声检查诊断的未断奶犊牛呼吸道疾病抗性的基因组分析。
牛呼吸道疾病(BRD)对断奶前小牛的发病率和死亡率具有重要的风险。研究表明,这种多因素疾病可归因于各种病原体的参与。目前,基于客观测量和疾病分类的全基因组关联研究(GWAS)中关于小牛BRD耐药性的信息很少。在这项研究中,我们通过结合两种诊断测试,胸部超声检查(TUS)和威斯康星呼吸评分(WISC),进一步对BRD进行表型分型,以评估BRD易感和耐药动物。使用TUS和WISC对240个个体进行BRD评分。采用选择性基因分型方法进行GWAS鉴定BRD抗性的数量性状位点(QTL)。用NEOGEN的GGP牛100K SNP芯片对47头BRD耐药犊牛(TUS≤1/ WISC≤4)和47头BRD易感犊牛(TUS = 5/任意WISC)进行基因分型。然后比较两组之间的snp等位基因频率来确定QTL。共有28个QTL区域(QTLRs)根据显著snp被定义,141个基因在定义的QTLRs中被注释。这些基因在功能上可分为4大类,即i)调节全身动脉血压,ii)生育功能,iii)免疫功能和iv)丝细胞骨架。此外,这里鉴定的141个基因中有61个可以被认为是有希望的候选基因,因为它们已经在已发表的奶牛GWAS研究中与BRD抗性相关。6项研究中有4项发现ASB9、BMX、EPSTI1和OLFM4基因。这项研究为进一步研究利用精确的分类过程来挖掘呼吸系统疾病抗性的基因组铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
PLoS ONE
PLoS ONE 生物-生物学
CiteScore
6.20
自引率
5.40%
发文量
14242
审稿时长
3.7 months
期刊介绍: PLOS ONE is an international, peer-reviewed, open-access, online publication. PLOS ONE welcomes reports on primary research from any scientific discipline. It provides: * Open-access—freely accessible online, authors retain copyright * Fast publication times * Peer review by expert, practicing researchers * Post-publication tools to indicate quality and impact * Community-based dialogue on articles * Worldwide media coverage
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