Drug target screening for Rheumatoid Arthritis by Curcuma caesia through computational approach

IF 4.5 Q1 PLANT SCIENCES
Ankita Pati , Mahendra Gaur , Atmaja Sahu , Bharat Bhusan Subudhi , Dattatreya Kar , Jyoti Ranjan Parida , Ananya Kuanar
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引用次数: 0

Abstract

Curcuma caesia has been a subject of inflammatory and autoimmune disease research, showing promising anti-inflammatory properties. The present research aims to investigate the anti-rheumatic potential of the rhizome through network pharmacology, molecular docking and molecular dynamic simulations approaches. Phytocompounds were retrieved from PubChem, and their targets were predicted using Swiss target prediction, SEA, SuperPred, and BindingDB. The 13 phytocompounds overlapping with its 41 predicted proteins and its related pathways generated a Cytoscape interaction network revealing that C. caesia may inhibit rheumatoid arthritis through different metabolic pathways. NFKB1, PRKCA, RAC1, STAT3, and TLR4 were identified as potential core targets while 13 compounds α-Terpineol, Ar-tumerone, 3,3,8,8-tetramethyl-tricyclo[5.1.0.0(2,4)] oct-5-ene-5-propanoic acid (TPA), Rosifoliol, 2-Nonanone, Terpinen-4-ol, Dihydrocarveol, 5-Nonanone, Camphene, Linalool, Bornyl acetate, Camphor were identified as potential core compounds. Molecular docking and Induced Fit Docking (IFD) analysis revealed that NFKB1, PRKCA, and RAC1, along with the newly discovered TPA compound, are the most significant targets and bioactive compounds, respectively. Furthermore, in interactions such as TPA-RAC1, TPA might be a potential "chelating ligand" and may play a role in lowering concentrations of metal in blood. In addition, the molecular dynamics simulation (MDS) studies for 200 ns elucidated the binding mechanism of TPA with NFKB1, PRKCA and RAC1. In conclusion, TPA has a promising inhibiting potential against Rheumatoid Arthritis and thus necessitates further validation through in vitro and in vivo experiments.Therefore, the present study revealed the main mechanisms behind the anti-rheumatic effects of C. caesia, paving the path for further research on these compounds.
基于计算方法的莪术类风湿性关节炎药物靶点筛选
姜黄一直是炎症和自身免疫性疾病研究的主题,显示出有希望的抗炎特性。本研究旨在通过网络药理学、分子对接和分子动力学模拟等方法研究黄芩的抗风湿潜能。从PubChem中检索植物化合物,并使用Swiss target prediction、SEA、SuperPred和BindingDB预测它们的靶标。13种植物化合物与其41种预测蛋白及其相关通路重叠,形成了一个细胞景观相互作用网络,表明茜草可能通过不同的代谢途径抑制类风湿关节炎。鉴定出NFKB1、PRKCA、RAC1、STAT3和TLR4为潜在核心靶点,鉴定出α-松油醇、Ar-tumerone、3,3,8,8-四甲基三环[5.1.0.0(2,4)]辛-5-烯-5-丙酸(TPA)、rossifoliol、2- nonanone、Terpinen-4-ol、二氢香芹醇、5-Nonanone、Camphene、Linalool、Bornyl acetate、Camphor等13个化合物为潜在核心靶点。分子对接和诱导匹配对接(IFD)分析显示,NFKB1、PRKCA和RAC1以及新发现的TPA化合物分别是最重要的靶点和生物活性化合物。此外,在诸如TPA- rac1的相互作用中,TPA可能是一种潜在的“螯合配体”,可能在降低血液中金属浓度方面发挥作用。此外,通过200 ns的分子动力学模拟(MDS)研究,阐明了TPA与NFKB1、PRKCA和RAC1的结合机制。综上所述,TPA对类风湿关节炎具有良好的抑制潜力,因此需要进一步通过体外和体内实验进行验证。因此,本研究揭示了茜草抗风湿作用的主要机制,为进一步研究这些化合物铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Current Plant Biology
Current Plant Biology Agricultural and Biological Sciences-Plant Science
CiteScore
10.90
自引率
1.90%
发文量
32
审稿时长
50 days
期刊介绍: Current Plant Biology aims to acknowledge and encourage interdisciplinary research in fundamental plant sciences with scope to address crop improvement, biodiversity, nutrition and human health. It publishes review articles, original research papers, method papers and short articles in plant research fields, such as systems biology, cell biology, genetics, epigenetics, mathematical modeling, signal transduction, plant-microbe interactions, synthetic biology, developmental biology, biochemistry, molecular biology, physiology, biotechnologies, bioinformatics and plant genomic resources.
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