生物信息学分析和实验结果揭示了仙鹤草对 2 型糖尿病的治疗作用和靶点

IF 3.6 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM
Journal of Diabetes Research Pub Date : 2024-11-05 eCollection Date: 2024-01-01 DOI:10.1155/2024/5521114
Xi Zhang, Zijin Sun, Wenlong Sun, Yueming Li, Fei Gao, Fei Teng, Zhenxu Han, Yanting Lu, Shuo Zhang, Lingru Li
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引用次数: 0

摘要

研究目的本研究通过生物信息学分析和实验验证,阐明青蒿(CR)在2型糖尿病(T2DM)中的作用机制。研究方法CR的成分和靶点来自中医药系统药理学,T2DM的潜在靶点来自GeneCards和Online Mendelian Inheritance in Man数据库。将这些数据集进行交叉分析,得出了 CR 和 T2DM 的靶基因。差异基因被用于构建蛋白质-蛋白质相互作用网络,然后进行基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析。分别使用 AutoDock 和 GROMACS 进行了分子对接和动力学模拟,体外实验验证了结果。实验评估了 CR 对 T2DM 胰腺 β 细胞的影响。结果生物信息学分析确定了 CR 的 4 个活性化合物、157 个相关基因和 5431 个 T2DM 靶基因,其中 141 个为共享靶基因。通过对 PPI 网络的拓扑分析,确定了 JUN、MAPK1 和 MAPK14 等关键靶点。GO 分析显示了 2663 个条目,而 KEGG 分析则发现了 161 个通路。分子对接结果表明,核心成分与核心蛋白之间具有良好的结合能。其中,JUN-rubrosterone、MAPK1-rubrosterone 和 MAPK14-rubrosterone 值得进一步研究。分子动力学结果表明,它们都能形成稳定的结合相互作用。CR 能抑制 INS-1 细胞中 JUN、MAPK1 和 MAPK14 的表达,促进胰岛素分泌,缓解细胞凋亡,调节自噬。结论这项研究表明,CR 通过多靶点、多途径治疗 T2DM,为进一步研究 CR 的降糖作用提供了科学依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bioinformatics Analysis and Experimental Findings Reveal the Therapeutic Actions and Targets of Cyathulae Radix Against Type 2 Diabetes Mellitus.

Objective: This study elucidated the mechanistic role of Cyathulae Radix (CR) in type 2 diabetes mellitus (T2DM) through bioinformatics analysis and experimental validation. Methods: Components and targets of CR were retrieved from the traditional Chinese medical systems pharmacology, while potential T2DM targets were obtained from GeneCards and Online Mendelian Inheritance in Man databases. Intersecting these datasets yielded target genes between CR and T2DM. Differential genes were used for constructing a protein-protein interaction network, followed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses. Molecular docking and dynamics simulations were performed using AutoDock and GROMACS, respectively, and in vitro experiments validated the results. Experiments evaluated the effect of CR on T2DM pancreatic β-cells. Results: Bioinformatics analysis identified four active compounds of CR, 157 related genes, and 5431 T2DM target genes, with 141 shared targets. Key targets such as JUN, MAPK1, and MAPK14 were identified through topological analysis of the PPI network. GO analysis presented 2663 entries, while KEGG analysis identified 161 pathways. The molecular docking results demonstrated favorable binding energy between the core components and the core proteins. Among them, JUN-rubrosterone, MAPK1-rubrosterone, and MAPK14-rubrosterone deserved further investigation. Molecular dynamics results indicated that all of them can form stable binding interactions. CR could inhibit the expression of JUN, MAPK1, and MAPK14, promote insulin secretion, alleviate apoptosis, and regulate autophagy in INS-1 cells. Conclusion: This study suggests CR approach to T2DM management by multitarget and multipathway provides a scientific basis for further research on the hypoglycemic effect of CR.

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来源期刊
Journal of Diabetes Research
Journal of Diabetes Research ENDOCRINOLOGY & METABOLISM-MEDICINE, RESEARCH & EXPERIMENTAL
CiteScore
8.40
自引率
2.30%
发文量
152
审稿时长
14 weeks
期刊介绍: Journal of Diabetes Research is a peer-reviewed, Open Access journal that publishes research articles, review articles, and clinical studies related to type 1 and type 2 diabetes. The journal welcomes submissions focusing on the epidemiology, etiology, pathogenesis, management, and prevention of diabetes, as well as associated complications, such as diabetic retinopathy, neuropathy and nephropathy.
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