Network analysis of Dengue NS1 interacting core human proteins driving dengue pathogenesis

E. Elumalai, S. Muthuvel
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Abstract

We aimed to identify critical human proteins involved in cathepsin L regulation It has been shown that Dengue Virus (DENV) NS1 activates cathepsin L (CTSL). The CTSL activates heparanase, which cleaves heparan sulfate proteoglycans and causes dengue pathogenesis. NS1 directly interacts with PTBP1 and Gab proteins. Gab protein activates the Ras signaling pathway. Still, no known direct interaction partners are linking GAB1 to cathepsin L. Our objective includes three main points.1-Network analysis of NS1 interacting human proteins 2- Identification of protein-drug and protein-disease interactions 3- Identification of core proteins involved in cathepsin L regulation. We collected NS1 interacting Human proteins from DenHunt, Int-Act Molecular Interaction Database, Virus Mentha, Virus Pathogen Database and Analysis Resource (ViPR), and Virus MINT. We employed Pesca, cytohubba, and centiscape as the significant plug-ins in Cytoscape for network analysis. To study protein-diseases and protein-drugs interaction, we used NetworkAnalyst. Based on the prior knowledge on the interaction of NS1 with GAB1 and PTBP1 human proteins, we found several core proteins that drive dengue pathogenesis. The proteins EED, NXF1, and MOV10, are the mediators between PTBP1 and CTSL. Similarly, DNM2, GRB2, PXN, PTPRC, and NTRK1 mediate GAB1 and PTBP1. The common first neighbors of MOV10, NXF1, and EED were identified, and the common primary pathways in all three subnetworks were mRNA processing and protein translation. The common interaction partners were considered for drug and disease network analysis. These proteins were; PARP1, NFKB2, HDAC2, SLC25A4, ATP5A1, EPN1, CTSL, UBR4, CLK3, and ARPC4. PARP1 was the highly connected node in the protein-drug network. The highest degree protein, LMNA, was associated with many diseases. The NXF1 is connected with LMNA. Here, we reported one essential protein, namely, NXF1 protein, which links PTBP1 with CTSL. The NXF1 is also connected with TPM3, which is connected to CTSL. We listed functionally important proteins which are involved in cathepsin L activation. Based on network properties, we proposed, NXF1 and TPM3 are the important high centrality proteins in dengue infection.
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登革热NS1相互作用核心人蛋白驱动登革热发病机制的网络分析
我们的目的是鉴定参与组织蛋白酶L调控的关键人蛋白。研究表明登革热病毒(DENV) NS1激活组织蛋白酶L (CTSL)。CTSL激活肝素酶,肝素酶裂解硫酸肝素蛋白多糖,导致登革热发病。NS1直接与PTBP1和Gab蛋白相互作用。Gab蛋白激活Ras信号通路。尽管如此,还没有已知的直接相互作用伙伴将GAB1与组织蛋白酶l连接起来。1- NS1与人类蛋白相互作用的网络分析2-蛋白质与药物和蛋白质与疾病相互作用的鉴定3-组织蛋白酶L调控核心蛋白的鉴定我们从DenHunt、Int-Act分子相互作用数据库、病毒Mentha、病毒病原体数据库和分析资源(ViPR)和病毒MINT中收集NS1相互作用的人蛋白。我们使用Pesca, cytohubba和centiscape作为Cytoscape中重要的插件进行网络分析。为了研究蛋白质-疾病和蛋白质-药物相互作用,我们使用了NetworkAnalyst。基于对NS1与GAB1和PTBP1蛋白相互作用的先验知识,我们发现了几个驱动登革热发病机制的核心蛋白。蛋白EED、NXF1和MOV10是PTBP1和CTSL之间的介质。同样,DNM2、GRB2、PXN、PTPRC和NTRK1介导GAB1和PTBP1。我们发现了MOV10、NXF1和EED的共同第一邻居,这三个子网络的共同主要通路是mRNA加工和蛋白质翻译。考虑共同的相互作用伙伴进行药物和疾病网络分析。这些蛋白质是;PARP1、NFKB2、HDAC2、SLC25A4、ATP5A1、EPN1、CTSL、UBR4、CLK3、ARPC4。PARP1是蛋白-药物网络中高度连接的节点。最高级蛋白LMNA与许多疾病有关。NXF1与LMNA连接。在这里,我们报道了一个必需蛋白,即NXF1蛋白,它将PTBP1与CTSL连接起来。NXF1还与TPM3相连,TPM3与CTSL相连。我们列出了参与组织蛋白酶L活化的功能重要的蛋白质。基于网络特性,我们提出NXF1和TPM3是登革热感染中重要的高中心性蛋白。
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来源期刊
Current Chemical Biology
Current Chemical Biology Medicine-Biochemistry (medical)
CiteScore
1.40
自引率
0.00%
发文量
16
期刊介绍: Current Chemical Biology aims to publish full-length and mini reviews on exciting new developments at the chemistry-biology interface, covering topics relating to Chemical Synthesis, Science at Chemistry-Biology Interface and Chemical Mechanisms of Biological Systems. Current Chemical Biology covers the following areas: Chemical Synthesis (Syntheses of biologically important macromolecules including proteins, polypeptides, oligonucleotides, oligosaccharides etc.; Asymmetric synthesis; Combinatorial synthesis; Diversity-oriented synthesis; Template-directed synthesis; Biomimetic synthesis; Solid phase biomolecular synthesis; Synthesis of small biomolecules: amino acids, peptides, lipids, carbohydrates and nucleosides; and Natural product synthesis).
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