Department of Pathogenic Biology, College of Basic Medical Sciences, Chongqing Medical University, Chongqing, 400016, China.
Virol J. 2021 Nov 7;18(1):216. doi: 10.1186/s12985-021-01686-x.
With the advancement of sequencing technologies, a plethora of noncoding RNA (ncRNA) species have been widely discovered, including microRNAs (miRNAs), circular RNAs (circRNAs), and long ncRNAs (lncRNAs). However, the mechanism of these non-coding RNAs in diseases caused by enterovirus d68 (EV-D68) remains unclear. The goal of this research was to identify significantly altered circRNAs, lncRNAs, miRNAs, and mRNAs pathways in RD cells infected with EV-D68, analyze their target relationships, demonstrate the competing endogenous RNA (ceRNA) regulatory network, and evaluate their biological functions.
The total RNAs were sequenced by high-throughput sequencing technology, and differentially expressed genes between control and infection groups were screened using bioinformatics method. We discovered the targeting relationship between three ncRNAs and mRNA using bioinformatics methods, and then built a ceRNA regulatory network centered on miRNA. The biological functions of differentially expressed mRNAs (DEmRNAs) were discovered through GO and KEGG enrichment analysis. Create a protein interaction network (PPI) to seek for hub mRNAs and learn more about protein-protein interactions. The relative expression was verified using RT-qPCR. The effects of Fos and ARRDC3 on virus replication were confirmed using RT-qPCR, virus titer (TCID/ml), Western blotting.
375 lncRNAs (154 upregulated and 221 downregulated), 33 circRNAs (32 upregulated and 1 downregulated), 96 miRNAs (49 upregulated and 47 downregulated), and 239 mRNAs (135 upregulated and 104 downregulated) were identified as differently in infected group compare to no-infected group. A single lncRNA or circRNA can be connected with numerous miRNAs, which subsequently coregulate additional mRNAs, according to the ceRNA regulatory network. The majority of DEmRNAs were shown to be connected to DNA binding, transcription regulation by RNA polymerase II, transcription factor, MAPK signaling pathways, Hippo signal pathway, and apoptosis pathway, according to GO and KEGG pathway enrichment analysis. The hub mRNAs with EGR1, Fos and Jun as the core were screened through PPI interaction network. We preliminarily demonstrated that the Fos and ARRDC3 genes can suppress EV-D68 viral replication in order to further verify the results of full transcriptome sequencing.
The results of whole transcriptome analysis after EV-D68 infection of RD cells were first reported in this study, and for the first time, a ceRNA regulation network containing miRNA at its center was established for the first time. The Fos and ARRDC3 genes were found to hinder viral in RD cells. This study establishes a novel insight host response during EV-D68 infection and further investigated potential drug targets.
随着测序技术的进步,大量非编码 RNA(ncRNA)种类被广泛发现,包括 microRNAs(miRNAs)、circRNAs 和长 ncRNAs(lncRNAs)。然而,这些非编码 RNA 在肠道病毒 D68(EV-D68)引起的疾病中的机制尚不清楚。本研究的目的是鉴定 RD 细胞感染 EV-D68 后差异表达的 circRNAs、lncRNAs、miRNAs 和 mRNAs 通路,分析其靶基因关系,展示竞争性内源性 RNA(ceRNA)调控网络,并评估其生物学功能。
采用高通量测序技术对总 RNA 进行测序,采用生物信息学方法筛选对照组和感染组之间差异表达的基因。我们通过生物信息学方法发现了三种 ncRNA 与 mRNA 之间的靶向关系,然后以 miRNA 为中心构建了 ceRNA 调控网络。通过 GO 和 KEGG 富集分析发现差异表达 mRNA(DEmRNAs)的生物学功能。构建蛋白质相互作用网络(PPI),寻找枢纽 mRNAs,了解更多蛋白质-蛋白质相互作用。通过 RT-qPCR 验证相对表达水平。通过 RT-qPCR、病毒滴度(TCID/ml)、Western blot 验证 Fos 和 ARRDC3 对病毒复制的影响。
与未感染组相比,感染组中有 375 个 lncRNA(154 个上调,221 个下调)、33 个 circRNA(32 个上调,1 个下调)、96 个 miRNA(49 个上调,47 个下调)和 239 个 mRNAs(135 个上调,104 个下调)被鉴定为差异表达。根据 ceRNA 调控网络,单个 lncRNA 或 circRNA 可以与多个 miRNAs 相连,进而共同调控其他 mRNAs。GO 和 KEGG 通路富集分析表明,大多数 DEmRNAs 与 DNA 结合、RNA 聚合酶 II 转录调控、转录因子、MAPK 信号通路、Hippo 信号通路和细胞凋亡通路有关。通过 PPI 互作网络筛选出以 EGR1、Fos 和 Jun 为核心的枢纽 mRNAs。我们初步证明 Fos 和 ARRDC3 基因可以抑制 EV-D68 病毒在 RD 细胞中的复制,以进一步验证全转录组测序的结果。
本研究首次报道了 EV-D68 感染 RD 细胞后的全转录组分析结果,首次建立了以 miRNA 为中心的 ceRNA 调控网络。发现 Fos 和 ARRDC3 基因可抑制病毒在 RD 细胞中的复制。该研究建立了肠道病毒 D68 感染过程中宿主反应的新视角,并进一步探讨了潜在的药物靶点。