Animal and Bioscience Research Department, Animal & Grassland Research and Innovation Centre, Teagasc, Grange, Co. Meath, Ireland.
Division of Animal Sciences, University of Missouri, Columbia, MO, USA.
BMC Genomics. 2021 Jan 6;22(1):14. doi: 10.1186/s12864-020-07268-5.
Bovine Respiratory Syncytial Virus (BRSV) is a cause of Bovine Respiratory Disease (BRD). DNA-based biomarkers contributing to BRD resistance are potentially present in non-protein-coding regulatory regions of the genome, which can be determined using ATAC-Seq. The objectives of this study were to: (i) identify regions of open chromatin in DNA extracted from bronchial lymph nodes (BLN) of healthy dairy calves experimentally challenged with BRSV and compare them with those from non-challenged healthy control calves, (ii) elucidate the chromatin regions that were differentially or uniquely open in the BRSV challenged relative to control calves, and (iii) compare the genes found in regions proximal to the differentially open regions to the genes previously found to be differentially expressed in the BLN in response to BRSV and to previously identified BRD susceptibility loci. This was achieved by challenging clinically healthy Holstein-Friesian calves (mean age 143 ± 14 days) with either BRSV inoculum (n = 12) or with sterile phosphate buffered saline (PBS) (n = 6) and preparing and sequencing ATAC-Seq libraries from fresh BLN tissues.
Using Diffbind, 9,144 and 5,096 differentially accessible regions (P < 0.05, FDR < 0.05) were identified between BRSV challenged and control calves employing DeSeq2 and EdgeR, respectively. Additionally, 8,791 chromatin regions were found to be uniquely open in BRSV challenged calves. Seventy-six and 150 of the genes that were previously found to be differentially expressed using RNA-Seq, were located within 2 kb downstream of the differentially accessible regions, and of the regions uniquely open in BRSV challenged calves, respectively. Pathway analyses within ClusterProfiler indicated that these genes were involved in immune responses to infection and participated in the Th1 and Th2 pathways, pathogen recognition and the anti-viral response. There were 237 differentially accessible regions positioned within 40 previously identified BRD susceptibility loci.
The identified open chromatin regions are likely to be involved in the regulatory response of gene transcription induced by infection with BRSV. Consequently, they may contain variants which impact resistance to BRD that could be used in breeding programmes to select healthier, more robust cattle.
牛呼吸道合胞体病毒(BRSV)是牛呼吸道疾病(BRD)的一个病因。有助于 BRD 抗性的 DNA 生物标志物可能存在于基因组的非蛋白编码调控区域中,可以使用 ATAC-Seq 来确定。本研究的目的是:(i)鉴定从实验性感染 BRSV 的健康奶牛支气管淋巴结(BLN)中提取的 DNA 中开放染色质区域,并将其与未感染的健康对照牛进行比较,(ii)阐明在 BRSV 挑战牛中与对照牛相比开放程度不同或独特的染色质区域,(iii)将在差异开放区域附近发现的基因与以前在 BLN 中因 BRSV 而差异表达的基因以及以前确定的 BRD 易感性基因座进行比较。这是通过用 BRSV 接种物(n=12)或无菌磷酸盐缓冲盐水(PBS)(n=6)感染临床健康的荷斯坦-弗里生牛犊(平均年龄 143±14 天),然后从新鲜的 BLN 组织中制备和测序 ATAC-Seq 文库来实现的。
使用 Diffbind,分别使用 DeSeq2 和 EdgeR 在 BRSV 挑战牛和对照牛之间鉴定出 9144 个和 5096 个差异可及区域(P<0.05,FDR<0.05)。此外,还发现 8791 个染色质区域在 BRSV 挑战牛中是独特开放的。先前使用 RNA-Seq 发现的 76 个和 150 个基因分别位于差异可及区域下游 2kb 内和 BRSV 挑战牛中独特开放的区域内。ClusterProfiler 中的通路分析表明,这些基因参与了对感染的免疫反应,并参与了 Th1 和 Th2 途径、病原体识别和抗病毒反应。在 40 个先前确定的 BRD 易感性基因座内定位了 237 个差异可及区域。
鉴定出的开放染色质区域可能参与了感染 BRSV 诱导的基因转录的调控反应。因此,它们可能包含影响 BRD 抗性的变异,可以在育种计划中用于选择更健康、更强壮的牛。