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通过共表达网络分析鉴定人嗜T淋巴细胞病毒1型相关脊髓病/热带痉挛性截瘫潜在的失调通路

Identification of dysregulated pathways underlying HTLV-1-associated myelopathy/tropical spastic paraparesis through co-expression network analysis.

作者信息

Zarei Ghobadi Mohadeseh, Mozhgani Sayed-Hamidreza, Erfani Yousef

机构信息

Department of Virology, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran.

Institute of Biochemistry and Biophysics, University of Tehran, Tehran, Iran.

出版信息

J Neurovirol. 2021 Dec;27(6):820-830. doi: 10.1007/s13365-020-00919-z. Epub 2021 Jan 6.

Abstract

Human T cell lymphotropic virus-1-associated myelopathy/tropical spastic paraparesis (HAM/TSP) is a pathogen-caused disease which is associated with the progressive neurological disorder. HAM/TSP affects the expression level of several proteins and dysregulates some biological pathways. To identify the interaction patterns among expressed genes in HAM/TSP patients, weighted gene co-expression network analysis (WGCNA) was applied. Three microarray datasets regarding HAM/TSP were merged, and the co-expression network was constructed among genes. A total of 38 modules were identified. Three preserved modules in HAM/TSP in comparison to the healthy subjects which also had the most connected proteins and enriched in the biological pathways were selected. These modules were enriched in pathways related to immune systems, cell cycle, viral infection, and neuronal systems. Moreover, the involvement of novel immunological-related proteins including C1QB, GBP5, PSME1, SERPING1, and UBE2C; neurological-related proteins including TUBA4A, TUBB8, and TP63; and also proteins including TRPC6, PRKG2, OPRD1, PRKACA, and TUBB4A involved in the cGMP-PKG signaling pathway, thyroid hormone synthesis, and recruitment of mitotic centrosome proteins and complexes were found. Therefore, tracing these proteins and the identified modules can shed light on the pathogenesis mechanism of HAM/TSP and help to find potential therapeutic targets. However, further experimental validation should be performed to confirm the proposed functional players.

摘要

人类嗜T细胞病毒1型相关脊髓病/热带痉挛性截瘫(HAM/TSP)是一种由病原体引起的疾病,与进行性神经障碍有关。HAM/TSP会影响多种蛋白质的表达水平,并使一些生物途径失调。为了确定HAM/TSP患者中表达基因之间的相互作用模式,应用了加权基因共表达网络分析(WGCNA)。合并了三个关于HAM/TSP的微阵列数据集,并在基因之间构建了共表达网络。共识别出38个模块。选择了与健康受试者相比在HAM/TSP中保留的三个模块,这些模块也具有最多的连接蛋白并且在生物途径中富集。这些模块在与免疫系统、细胞周期、病毒感染和神经系统相关的途径中富集。此外,还发现了新的免疫相关蛋白,包括C1QB、GBP5、PSME1、SERPING1和UBE2C;神经相关蛋白,包括TUBA4A、TUBB8和TP63;以及参与cGMP-PKG信号通路、甲状腺激素合成以及有丝分裂中心体蛋白和复合物募集的蛋白,包括TRPC6、PRKG2、OPRD1、PRKACA和TUBB4A。因此,追踪这些蛋白和已识别的模块可以揭示HAM/TSP的发病机制,并有助于找到潜在的治疗靶点。然而,需要进行进一步的实验验证以确认所提出的功能参与者。

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