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全基因组扫描寻找选择性清除区域,鉴定出与德国荷斯坦奶牛乳腺炎抗性相关的新基因座。

Genome-wide scan for selective sweeps identifies novel loci associated with resistance to mastitis in German Holstein cattle.

作者信息

Abbasi-Moshaii Bita, Moradi Mohammad Hossein, Yin Tong, Rahimi-Mianji Ghodratollah, Nejati-Javaremi Ardeshir, König Sven

机构信息

Institute of Animal Breeding and Genetics, Justus-Liebig University Giessen, Giessen, Germany.

Department of Animal Science and Fisheries, Sari Agricultural Science and Natural Resources University, Sari, Iran.

出版信息

J Anim Breed Genet. 2023 Jan;140(1):92-105. doi: 10.1111/jbg.12737. Epub 2022 Aug 20.

Abstract

Domestication and selection significantly changed phenotypic and behavioural traits in modern domestic animals. In this study, to identify the genomic regions associated with mastitis, genomic data of German Holstein dairy cattle were analysed. The samples were genotyped using the Bovine 50 K SNP chip. For each defined healthy and sick group, 133 samples from 13,276 genotyped dairy cows were selected based on mastitis random residual effects. Grouping was done to infer selection signatures based on XP-EHH statistic. The results revealed that for the top 0.01 percentile of the obtained XP-EHH values, five genomic regions on chromosomes 8, 11, 12, 14 and 26 of the control group, and four regions on chromosomes 3, 4 (two regions) and 22 of the case group, have been under selection. Also, consideration of the top 0.1 percentile of the XP-EHH values, clarified 21 and 15 selective sweeps in the control and case group, respectively. This study identified some genomic regions containing potential candidate genes associated with resistance and susceptibility to mastitis, immune system and inflammation, milk traits, udder morphology and different types of cancers. In addition, these regions overlap with some quantitative trait loci linked to clinical mastitis, immunoglobulin levels, somatic cell score, udder traits, milk fat and protein, milk yield, milking speed and veterinary treatments. It is noteworthy that we found two regions in the healthy group (on chromosomes 12 and 14) with strong signals, which were not described previously. It is likely that future research could link these identified genomic regions to mastitis. The results of the current study contribute to the identification of causal mutations, genomic regions and genes affecting mastitis incidence in dairy cows.

摘要

驯化和选择显著改变了现代家畜的表型和行为特征。在本研究中,为了鉴定与乳腺炎相关的基因组区域,对德国荷斯坦奶牛的基因组数据进行了分析。使用牛50K SNP芯片对样本进行基因分型。对于每个定义的健康组和患病组,基于乳腺炎随机残差效应,从13276头基因分型奶牛中选择了133个样本。基于XP-EHH统计量进行分组以推断选择信号。结果显示,对于获得的XP-EHH值的前0.01百分位数,对照组的8号、11号、12号、14号和26号染色体上的五个基因组区域,以及病例组的3号、4号(两个区域)和22号染色体上的四个区域,受到了选择。此外,考虑XP-EHH值的前0.1百分位数,分别在对照组和病例组中明确了21次和15次选择性清除。本研究鉴定了一些基因组区域,其中包含与乳腺炎的抗性和易感性、免疫系统和炎症、乳性状、乳房形态以及不同类型癌症相关的潜在候选基因。此外,这些区域与一些与临床乳腺炎、免疫球蛋白水平、体细胞评分、乳房性状、乳脂肪和蛋白质、产奶量、挤奶速度和兽医治疗相关的数量性状位点重叠。值得注意的是,我们在健康组中发现了两个具有强信号的区域(位于12号和14号染色体上),此前未被描述过。未来的研究很可能会将这些鉴定出的基因组区域与乳腺炎联系起来。本研究结果有助于鉴定影响奶牛乳腺炎发病率的因果突变、基因组区域和基因。

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