CD36在类风湿关节炎炎症反应中的作用及其生物活性药物的筛选

IF 2.5 3区 生物学
Dan Xuan, Xiaowan Wang, Dandan Feng, Li Wang, Yonghui Xia
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引用次数: 0

摘要

背景:类风湿性关节炎(RA)是一种慢性炎症性疾病。本研究旨在确定RA的候选治疗靶点和有希望的药物。方法:分别从Gene Expression Omnibus数据库和GeneCards数据库下载ra相关微阵列数据集(GSE77298和GSE206848)和炎症基因(IRGs)。去除批效应后,采用p1筛选标准筛选差异表达基因(DEGs)。然后获得差异表达的IRGs (DE-IRGs)。通过加权基因共表达网络分析(WGCNA)确定关键基因模块,通过蛋白-蛋白相互作用网络分析(PPI)、加权基因共表达网络分析(WGCNA)和DE-IRGs结果确定中心基因,并通过外部数据集GSE93272进行验证。采用受试者工作特征(Receiver operating characteristic, ROC)曲线评价预测中心基因的诊断效果。此外,通过虚拟筛选进行药物预测。采用RT-qPCR和Western blot检测CD36 (cluster of differentiation 36, CD36) mRNA和蛋白的表达。piceanol和表儿茶素处理RA成纤维细胞样滑膜细胞(RA- fls)后,采用CCK-8法检测细胞增殖,流式细胞术检测细胞周期和凋亡,酶联免疫吸附法检测炎症因子分泌。结果:最终鉴定出CD36、periilipin 1和脂蛋白脂肪酶3个枢纽基因。CD36被进一步确定为RA的候选生物标志物和治疗靶点,对RA具有较好的诊断效果。与成纤维细胞样滑膜细胞(FLS)相比,RA-FLS中CD36的mRNA和蛋白表达水平显著上调(P)。结论:CD36是RA滑膜炎症相关的潜在生物标志物和治疗靶点,piceanol和表儿茶素是治疗RA的潜在天然药物。总的来说,这些发现为RA的临床诊断和治疗提供了新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification of CD36 as a contributor in inflammatory response of rheumatoid arthritis and screening of feasible bioactive drugs targeting it.

Background: Rheumatoid arthritis (RA) is a chronic inflammatory disease. This study aims to identify candidate therapeutic targets and promising drugs for RA.

Methods: RA-related microarray datasets (GSE77298 and GSE206848) and inflammatory genes (IRGs) were downloaded from Gene Expression Omnibus database and GeneCards database, respectively. After removing batch effects, differentially expressed genes (DEGs) were screened using filtering criteria of P < 0.05 and |log2(fold change)|> 1. Differentially expressed IRGs (DE-IRGs) were then obtained. Key gene modules were identified by weighted gene co-expression network analysis (WGCNA), and the hub genes were then identified from the results of protein-protein interaction (PPI) network analysis, WGCNA and DE-IRGs, and validated by a external dataset GSE93272. Receiver operating characteristic (ROC) curve was used to evaluate the diagnostic effect of the predicted hub genes. In addition, drug prediction was performed through virtual screening. mRNA and protein expression of cluster of differentiation 36 (CD36) were detected by RT-qPCR and Western blot. After RA fibroblast-like synovial cells (RA-FLS) were treated with piceatannol and epicatechin, cell proliferation was detected by CCK-8 assay, and flow cytometry was used to detect cell cycle and apoptosis, and the secretion of inflammatory cytokines was detected by enzyme-linked immunosorbent assay.

Results: Three hub genes were finally identified, including CD36, perilipin 1 and lipoprotein lipase. CD36 was further identified as a candidate biomarker and therapeutic target for RA, which had relatively good diagnostic efficacy for RA. Compared with fibroblast-like synovial cells (FLS), mRNA and protein expression levels of CD36 in RA-FLS were significantly up-regulated (P < 0.05). Piceatannol and epicatechin had good binding affinity with CD36 (docking score < -5 kcal/mol), and piceatannol treatment or epicatechin treatment inhibited the proliferation and inflammation of RA-FLS and induced cell cycle arrest and apoptosis (P < 0.05).

Conclusion: CD36 is a potential biomarker and therapeutic target associated with synovial inflammation of RA, and piceatannol and epicatechin are potential natural drugs for RA treatment. Overall, these findings provide new insights into the clinical diagnosis and treatment of RA.

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来源期刊
Hereditas
Hereditas Biochemistry, Genetics and Molecular Biology-Genetics
CiteScore
3.80
自引率
3.70%
发文量
0
期刊介绍: For almost a century, Hereditas has published original cutting-edge research and reviews. As the Official journal of the Mendelian Society of Lund, the journal welcomes research from across all areas of genetics and genomics. Topics of interest include human and medical genetics, animal and plant genetics, microbial genetics, agriculture and bioinformatics.
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