Department of Animal Science, Universidade Federal de Viçosa, Viçosa, MG, 36570-977 Brazil.
EMBRAPA, Dairy Cattle Research Center, Juiz de Fora, MG, 36038-330 Brazil.
J Dairy Sci. 2018 Dec;101(12):11020-11032. doi: 10.3168/jds.2017-14223. Epub 2018 Sep 20.
Rhipicephalus (Boophilus) microplus is the main cattle ectoparasite in tropical areas. Gir × Holstein crossbred cows are well adapted to different production systems in Brazil. In this context, we performed genome-wide association study (GWAS) and post-GWAS analyses for R. microplus resistance in an experimental Gir × Holstein F population. Single nucleotide polymorphisms (SNP) identified in GWAS were used to build gene networks and to investigate the breed of origin for its alleles. Tick artificial infestations were performed during the dry and rainy seasons. Illumina BovineSNP50 BeadChip (Illumina Inc., San Diego, CA) and single-step BLUP procedure was used for GWAS. Post-GWAS analyses were performed by gene ontology terms enrichment and gene transcription factors networks, generated from enriched transcription factors, identified from the promoter sequences of selected gene sets. The genetic origin of marker alleles in the F population was assigned using the breed of origin of alleles approach. Heritability estimates for tick counts were 0.40 ± 0.11 in the rainy season and 0.54 ± 0.11 in the dry season. The top ten 0.5-Mbp windows with the highest percentage of genetic variance explained by SNP markers were found in chromosomes 10 and 23 for both the dry and rainy seasons. Gene network analyses allowed the identification of genes involved with biological processes relevant to immune system functions (TREM1, TREM2, and CD83). Gene-transcription factors network allowed the identification of genes involved with immune functions (MYO5A, TREML1, and PRSS16). In resistant animals, the average proportion of animals showing significant SNPs with paternal and maternal alleles originated from Gir breed was 44.8% whereas the proportion of animals with both paternal and maternal alleles originated from Holstein breed was 11.3%. Susceptible animals showing both paternal and maternal alleles originated from Holstein breed represented 44.6% on average, whereas both paternal and maternal alleles originated from Gir breed animals represented 9.3%. This study allowed us to identify candidate genes for tick resistance in Gir × Holstein crossbreds in both rainy and dry seasons. According to the origin of alleles analysis, we found that most animals classified as resistant showed 2 alleles from Gir breed, while the susceptible ones showed alleles from Holstein. Based on these results, the identified genes may be thoroughly investigated in additional experiments aiming to validate their effects on tick resistance phenotype in cattle.
牛皮蝇(Boophilus)微幼虫是热带地区主要的牛体外寄生虫。Gir×荷斯坦杂交奶牛很好地适应了巴西不同的生产系统。在这种情况下,我们对实验性 Gir×荷斯坦 F 种群中的抗牛皮蝇(Rhipicephalus)微幼虫进行了全基因组关联研究(GWAS)和 GWAS 后分析。GWAS 中鉴定的单核苷酸多态性(SNP)用于构建基因网络,并研究其等位基因的起源品种。在旱季和雨季进行了蜱人工感染。使用 Illumina BovineSNP50 BeadChip(Illumina Inc.,圣地亚哥,CA)和单步 BLUP 程序进行 GWAS。GWAS 后分析通过基因本体术语富集和基因转录因子网络进行,这些网络是从选定基因集的启动子序列中鉴定出的富集转录因子生成的。F 群体中标记等位基因的遗传起源是通过等位基因起源品种的方法来确定的。在雨季和旱季,蜱计数的遗传力估计值分别为 0.40±0.11 和 0.54±0.11。在雨季和旱季,解释 SNP 标记遗传方差最高的前 10 个 0.5-Mbp 窗口位于染色体 10 和 23 上。基因网络分析允许鉴定与免疫系统功能相关的生物过程的相关基因(TREM1、TREM2 和 CD83)。基因转录因子网络允许鉴定与免疫功能相关的基因(MYO5A、TREML1 和 PRSS16)。在抗性动物中,显示与父本和母本等位基因显著 SNP 的动物的平均比例来自 Gir 品种为 44.8%,而同时具有父本和母本等位基因来自荷斯坦品种的动物比例为 11.3%。在雨季和旱季,表现出与荷斯坦品种的父本和母本等位基因都显著的易感动物的平均比例分别为 44.6%,而同时具有父本和母本等位基因来自 Gir 品种的动物比例分别为 9.3%。这项研究使我们能够在雨季和旱季的 Gir×荷斯坦杂交牛中鉴定出抗蜱候选基因。根据等位基因起源分析,我们发现大多数被归类为抗性的动物显示来自 Gir 品种的 2 个等位基因,而敏感的动物则显示来自荷斯坦的等位基因。基于这些结果,所鉴定的基因可以在额外的实验中进行深入研究,以验证它们对牛抗蜱表型的影响。