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采用分子建模和模拟方法来鉴定牛蒡菊糖潜在的分子靶标,以启动针对自身免疫性疾病的保护作用。

Molecular modeling and simulation approaches to characterize potential molecular targets for burdock inulin to instigate protection against autoimmune diseases.

机构信息

School of Life Science and National Glycoengineering Research Center, Shandong University, Qingdao, 266237, China.

State Key Laboratories of Chemical Resources Engineering, Beijing University of Chemical Technology, Beijing, 100029, People's Republic of China.

出版信息

Sci Rep. 2024 May 17;14(1):11291. doi: 10.1038/s41598-024-61387-7.

Abstract

In the current study, we utilized molecular modeling and simulation approaches to define putative potential molecular targets for Burdock Inulin, including inflammatory proteins such as iNOS, COX-2, TNF-alpha, IL-6, and IL-1β. Molecular docking results revealed potential interactions and good binding affinity for these targets; however, IL-1β, COX-2, and iNOS were identified as the best targets for Inulin. Molecular simulation-based stability assessment demonstrated that inulin could primarily target iNOS and may also supplementarily target COX-2 and IL-1β during DSS-induced colitis to reduce the role of these inflammatory mechanisms. Furthermore, residual flexibility, hydrogen bonding, and structural packing were reported with uniform trajectories, showing no significant perturbation throughout the simulation. The protein motions within the simulation trajectories were clustered using principal component analysis (PCA). The IL-1β-Inulin complex, approximately 70% of the total motion was attributed to the first three eigenvectors, while the remaining motion was contributed by the remaining eigenvectors. In contrast, for the COX2-Inulin complex, 75% of the total motion was attributed to the eigenvectors. Furthermore, in the iNOS-Inulin complex, the first three eigenvectors contributed to 60% of the total motion. Furthermore, the iNOS-Inulin complex contributed 60% to the total motion through the first three eigenvectors. To explore thermodynamically favorable changes upon mutation, motion mode analysis was carried out. The Free Energy Landscape (FEL) results demonstrated that the IL-1β-Inulin achieved a single conformation with the lowest energy, while COX2-Inulin and iNOS-Inulin exhibited two lowest-energy conformations each. IL-1β-Inulin and COX2-Inulin displayed total binding free energies of - 27.76 kcal/mol and - 37.78 kcal/mol, respectively, while iNOS-Inulin demonstrated the best binding free energy results at - 45.89 kcal/mol. This indicates a stronger pharmacological potential of iNOS than the other two complexes. Thus, further experiments are needed to use inulin to target iNOS and reduce DSS-induced colitis and other autoimmune diseases.

摘要

在目前的研究中,我们利用分子建模和模拟方法来确定菊糖的潜在分子靶标,包括炎症蛋白,如 iNOS、COX-2、TNF-α、IL-6 和 IL-1β。分子对接结果显示了这些靶标之间的潜在相互作用和良好的结合亲和力;然而,IL-1β、COX-2 和 iNOS 被确定为菊糖的最佳靶标。基于分子模拟的稳定性评估表明,菊糖主要可以靶向 iNOS,并且在 DSS 诱导的结肠炎中也可以补充靶向 COX-2 和 IL-1β,以减少这些炎症机制的作用。此外,报告了在整个模拟过程中没有明显干扰的剩余灵活性、氢键和结构堆积。使用主成分分析(PCA)对模拟轨迹中的蛋白质运动进行聚类。IL-1β-菊糖复合物中,约 70%的总运动归因于前三个特征向量,而其余运动则由其余特征向量贡献。相比之下,对于 COX2-菊糖复合物,75%的总运动归因于特征向量。此外,在 iNOS-菊糖复合物中,前三个特征向量对总运动的贡献为 60%。此外,iNOS-菊糖复合物通过前三个特征向量对总运动的贡献为 60%。为了探索突变后热力学有利的变化,进行了运动模式分析。自由能景观(FEL)结果表明,IL-1β-菊糖达到了具有最低能量的单一构象,而 COX2-菊糖和 iNOS-菊糖各自呈现出两种最低能量构象。IL-1β-菊糖和 COX2-菊糖的总结合自由能分别为-27.76 kcal/mol 和-37.78 kcal/mol,而 iNOS-菊糖的结合自由能结果最佳,为-45.89 kcal/mol。这表明 iNOS 的药理学潜力强于其他两个复合物。因此,需要进一步的实验来使用菊糖靶向 iNOS,以减少 DSS 诱导的结肠炎和其他自身免疫性疾病。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ebb5/11101470/24d66ffc0fd4/41598_2024_61387_Fig1_HTML.jpg

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