Integration of ATAC-seq and RNA-seq analysis identifies host genes related with PRRSV infection.

IF 3.8 1区 农林科学 Q1 VETERINARY SCIENCES
Houchun Liu, Zhong Xu, Hongbo Chen, Xianwen Peng, Liangyu Shi, Cheng Wang, Ao Zhou, Shuqi Mei, Junjing Wu
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Abstract

The porcine reproductive and respiratory syndrome virus (PRRSV) is a highly contagious pathogen. Viral infections often enhance their replication by modulating the structure and expression of host genes. However, it remains unclear whether PRRSV employs a similar mechanism to achieve self-replication. To address this question, the current study combined assay for transposase accessible chromatin sequencing (ATAC-seq) and ribonucleic acid (RNA) sequencing (RNA-seq) to identify accessible chromatin regions and key host genes associated with PRRSV infection. By comparing the PRRSV-infected group with the control group, we initially detected 8664 differentially accessible chromatin regions and 4037 differentially expressed genes. Motif analysis of these differential chromatin regions revealed several potential cis-regulatory elements containing binding sites for transcription factors. Further integration of ATAC-seq and RNA-seq results identified 1352 overlapping genes between the PRRSV-infected and control groups. A significant positive correlation between differential gene expression and chromatin accessibility signals suggests that chromatin remodeling may drive transcriptional changes during infection. Protein-protein interaction (PPI) network analysis highlighted candidate genes potentially associated with PRRSV infection in hosts, such as IL1B, CCL20, CXCL10, CSF3, etc. Given their potential association with the infection mechanism, these genes could serve as candidate targets for the future development of prophylactic vaccines and therapeutic strategies. Additionally, several signaling pathways that may regulate immune and inflammatory responses were significantly enriched in our ATAC-seq and RNA-seq analyses. These findings provide valuable insights into the molecular mechanisms underlying PRRSV infection and pave the way for developing more effective preventive and treatment measures.

整合ATAC-seq和RNA-seq分析鉴定与PRRSV感染相关的宿主基因。
猪繁殖与呼吸综合征病毒(PRRSV)是一种高传染性病原体。病毒感染通常通过调节宿主基因的结构和表达来增强其复制。然而,目前尚不清楚PRRSV是否采用类似的机制来实现自我复制。为了解决这个问题,目前的研究结合了转座酶可及染色质测序(ATAC-seq)和核糖核酸(RNA)测序(RNA-seq)来鉴定与PRRSV感染相关的可及染色质区域和关键宿主基因。通过将prrsv感染组与对照组进行比较,我们初步检测到8664个差异可及的染色质区域和4037个差异表达基因。对这些差异染色质区域的基序分析揭示了几个含有转录因子结合位点的潜在顺式调控元件。进一步整合ATAC-seq和RNA-seq结果,发现prrsv感染者和对照组之间有1352个重叠基因。差异基因表达与染色质可及性信号之间的显著正相关表明,染色质重塑可能驱动感染期间的转录变化。蛋白-蛋白相互作用(PPI)网络分析突出了与宿主PRRSV感染可能相关的候选基因,如IL1B、CCL20、CXCL10、CSF3等。鉴于它们与感染机制的潜在关联,这些基因可以作为未来开发预防性疫苗和治疗策略的候选靶点。此外,在我们的ATAC-seq和RNA-seq分析中,一些可能调节免疫和炎症反应的信号通路显着富集。这些发现为PRRSV感染的分子机制提供了有价值的见解,并为制定更有效的预防和治疗措施铺平了道路。
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
Veterinary Research
Veterinary Research 农林科学-兽医学
CiteScore
7.00
自引率
4.50%
发文量
92
审稿时长
3 months
期刊介绍: Veterinary Research is an open access journal that publishes high quality and novel research and review articles focusing on all aspects of infectious diseases and host-pathogen interaction in animals.
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