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通过 RNA-seq 数据的生物信息学分析鉴定颈动脉粥样硬化中的关键途径和基因。

Identification of key pathways and genes in carotid atherosclerosis through bioinformatics analysis of RNA-seq data.

机构信息

Department of Neurosurgery, Liaocheng People's Hospital, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Liaocheng 252000, Shandong Province, P.R. China.

School of Pharmacy, Minzu University of China, Zhongguancun, Beijing 100081, P.R. China.

出版信息

Aging (Albany NY). 2021 May 11;13(9):12733-12747. doi: 10.18632/aging.202943.

Abstract

While acknowledging carotid atherosclerosis (CAS) as a risk factor for ischemic stroke, reports on its pathogenesis are scarce. This study aimed to explore the potential mechanism of CAS through RNA-seq data analysis. Carotid intima tissue samples from CAS patients and healthy subjects were subjected to RNA-seq analysis, which yielded, 1,427 differentially expressed genes (DEGs) related to CAS. Further, enrichment analysis (Gene Ontology, KEGG pathway, and MOCDE analysis) was performed on the DEGs. Hub genes identified via the protein-protein interaction network (PPI) were then analyzed using TRRUST, DisGeNET, PaGenBase, and CMAP databases. Results implicated inflammation and immunity in the pathogenesis of CAS. Also, lung disease was associated with CAS. Hub genes were expressed in multiple diseases, mainly regulated by RELA and NFKB1. Moreover, three small-molecule compounds were found via the CMAP database for management of CAS; hub genes served as potential targets. Collectively, inflammation and immunity are the potential pathological mechanisms of CAS. This study implicates CeForanide, Chenodeoxycholic acid, and 0317956-0000 as potential drug candidates for CAS treatment.

摘要

虽然颈动脉粥样硬化 (CAS) 被认为是缺血性中风的一个危险因素,但关于其发病机制的报道很少。本研究旨在通过 RNA-seq 数据分析探讨 CAS 的潜在机制。对 CAS 患者和健康受试者的颈动脉内膜组织样本进行 RNA-seq 分析,得到与 CAS 相关的 1,427 个差异表达基因 (DEGs)。进一步对 DEGs 进行了富集分析(GO 分析、KEGG 通路分析和 MOCDE 分析)。然后,通过 TRRUST、DisGeNET、PaGenBase 和 CMAP 数据库对蛋白质-蛋白质相互作用网络(PPI)中鉴定出的枢纽基因进行了分析。结果表明,炎症和免疫反应参与了 CAS 的发病机制,此外,肺部疾病与 CAS 相关。枢纽基因在多种疾病中表达,主要受 RELA 和 NFKB1 调控。此外,还通过 CMAP 数据库发现了三种用于 CAS 管理的小分子化合物;枢纽基因可能是潜在的治疗靶点。综上所述,炎症和免疫反应是 CAS 的潜在病理机制。本研究提示 CeForanide、Chenodeoxycholic acid 和 0317956-0000 可能是 CAS 治疗的潜在药物候选物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d17/8148499/aede95682973/aging-13-202943-g001.jpg

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