Department of Animal Science, South Dakota State University, Brookings, South Dakota, United States of America.
Meat Animal Research Center, United States Department of Agriculture, Clay Center, Nebraska, United States of America.
PLoS One. 2018 May 14;13(5):e0197347. doi: 10.1371/journal.pone.0197347. eCollection 2018.
Individuals often respond differently to the same vaccine; some of this variation may be caused by genetic differences among animals. Our objective was to estimate heritability and identify genomic regions associated with humoral response to an Escherichia coli O157:H7 vaccine in beef cattle. Crossbred beef cattle (n = 651) were vaccinated with a commercially available E. coli O157:H7 vaccine. Serum was collected at time of initial vaccination (d 0), booster (d 21), and d 56 after initial vaccination. Total antibodies specific to siderophore receptor and porin proteins in the vaccine were quantified by enzyme-linked immunosorbent assay. Genomic DNA was isolated from whole blood and genotyped with the bovine GeneSeek Genomic Profiler-High Density 78K or 26K Single Nucleotide Polymorphism BeadChip and imputed to 777,000 SNP genotypes. Heritability was estimated by restricted maximum likelihood (REML) using both 1) pedigree and 2) genomic relationships among individuals. Fixed effects were contemporary group, calf age, sex, principal components from SNP genotype data, and pedigree-derived heterozygosity effects. Additive and dominance effects of SNPs were estimated individually while accounting for contemporary group, sex, and the top 20 principal components calculated from the genomic relationship matrix. Heritability of initial response to vaccination (d 21 -d 0) was 0.10 ± 0.175 using pedigree relationships and 0.14 ± 0.149 using genomic relationships, but neither estimate was statistically different from zero. Heritability of booster (d 56 -d 21) and overall (d 56 -d 0) responses were low and not statistically significant from zero. There were no clusters of linked SNP associated with vaccine response, but eight regionally isolated SNPs were significantly associated with initial or overall response to vaccination. Regional genetic variation for initial response to an E. coli O157:H7 vaccine was observed, although overall heritability of this response was not statistically significant from zero.
个体对同一疫苗的反应往往不同;这种差异的部分原因可能是动物之间的遗传差异。我们的目标是估计遗传性,并确定与牛对大肠杆菌 O157:H7 疫苗的体液反应相关的基因组区域。杂交肉牛(n = 651)接种市售大肠杆菌 O157:H7 疫苗。在初次接种(d0)、加强针(d21)和初次接种后 d56 时采集血清。通过酶联免疫吸附试验定量测定疫苗中铁载体受体和孔蛋白的特异性总抗体。从全血中提取基因组 DNA,并用牛基因Seek 基因组分析器-高密度 78K 或 26K 单核苷酸多态性珠芯片进行基因分型,并导入 777,000 个 SNP 基因型。使用系谱和个体之间的基因组关系来估计遗传力。固定效应为当代群体、牛犊年龄、性别、SNP 基因型数据的主成分和系谱来源的杂合度效应。在考虑当代群体、性别和从基因组关系矩阵计算的前 20 个主成分的情况下,单独估计 SNP 的加性和显性效应。使用系谱关系,初次接种(d21-d0)的遗传力为 0.10±0.175,使用基因组关系为 0.14±0.149,但这两个估计值均与零无统计学差异。加强针(d56-d21)和总反应(d56-d0)的遗传力较低,与零无统计学差异。没有与疫苗反应相关的连锁 SNP 簇,但有 8 个区域性孤立 SNP 与初次或总反应接种显著相关。观察到大肠杆菌 O157:H7 疫苗初次接种反应的区域遗传变异,尽管总体遗传力与零无统计学差异。