多发性硬化症中靶向MAPK3的分子生物标志物和候选药物的系统鉴定

IF 0.5 Q4 GENETICS & HEREDITY
Bilal Khan, Ruqia Sartaj, Muhammad Rahiyab, Syed Shujait Ali, Zahid Hussain, Ishaq Khan, Arshad Iqbal
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引用次数: 0

摘要

多发性硬化症(MS)是一种影响中枢神经系统的持续性自身免疫性疾病,除了引起中枢神经系统炎症外,还会导致脱髓鞘和轴突损伤。对多发性硬化症病理生理学的研究进展并没有解决治疗这种疾病的复杂性。该研究通过计算方法检查了重要的ms相关分子生物标志物以及治疗可能性。GEO2R分析了基因表达数据集GSE17393,该数据报告了MS患者与健康对照组的基因表达差异。在功能富集分析的帮助下,MS所涉及的生物学过程变得更加清晰,其中包括GO和KEGG途径分析。STRING数据库可以构建PPI网络,然后通过CytoHubba应用程序进行枢纽基因鉴定。该研究表明,MAPK3是MS病理生理过程中最重要的枢纽基因。科学家们使用Robetta服务器来预测MAPK3的3D结构,然后在进行结构质量测试之前,他们在Galaxy Refine中对其进行了优化。PyRx的实验室模拟显示,潜在的药物如金丝桃素(Hypericin)、益贝素(Yibeissine)和Physalin F可以有效地与MAPK3蛋白结合。其中,金丝桃素对MAPK3的结合亲合力为−10.7 kcal/mol,而益贝素和Physalin F的结合亲合力为−10.0 kcal/mol。MD模拟测试了所有mapk3配体复合物结构的稳定性。结合ADME测试表明,依贝斯辛具有理想的药物吸收特性,具有较强的血脑屏障穿透性和良好的胃肠道吸收,而金丝桃素的口服利用度较差。ProTox-II分析显示,虽然Physalin F显著损害人体免疫系统,但Hypericin物质具有突变和癌症发展的主要风险。目前的研究表明,抑制MAPK3是一种很有前途的治疗MS的方法,因为依贝昔因具有理想的ADME特征和低毒性风险,因此成为最佳候选药物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Systematic identification of molecular biomarkers and drug candidates targeting MAPK3 in multiple sclerosis
Multiple sclerosis (MS) exists as a persistent autoimmune illness affecting the central nervous system because it produces demyelination and injures axons, besides causing CNS neuroinflammation. Research advances into MS pathophysiology have not solved the complexity of treating this condition. The research examined both vital MS-related molecular biomarkers as well as therapeutic possibilities through computational methods. GEO2R analyzed the gene expression dataset GSE17393, which reported that MS patients had differentially expressed genes than healthy controls. The biological processes involved in MS became clearer with the help of functional enrichment analyses, which contained both GO and KEGG pathway analysis. The STRING database enabled the construction of a PPI network, followed by hub gene identification through the CytoHubba application. The study revealed MAPK3 as the most influential hub gene essential for MS pathophysiological processes. Scientists used the Robetta server to forecast MAPK3's 3D structure, which they then optimized in Galaxy Refine before carrying out structural quality tests. Lab simulation using PyRx showed that potential medications such as Hypericin, Yibeissine, and Physalin F effectively bind with the MAPK3 protein. Among the compounds, Hypericin achieved the best binding affinity of −10.7 kcal/mol toward MAPK3, as Yibeissine and Physalin F reached −10.0 kcal/mol binding levels. MD simulations tested the stability of all MAPK3-ligand complex structures. The combination of ADME testing demonstrated that Yibeissine possessed ideal drug absorption features with strong blood-brain barrier penetration alongside good gastrointestinal absorption, yet Hypericin showed poor oral availability. The ProTox-II analysis revealed that the substance Hypericin presented major risks for mutation and cancer development, although Physalin F significantly damaged the human immune system. Current research indicates MAPK3 inhibition represents a promising treatment approach for MS, since Yibeissine stands out as the best drug candidate because it possesses an ideal ADME profile and low toxicity risks.
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来源期刊
Human Gene
Human Gene Biochemistry, Genetics and Molecular Biology (General), Genetics
CiteScore
1.60
自引率
0.00%
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0
审稿时长
54 days
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