Integrated GC-MS Profiling and Multi-Scale Computational Analyses Identify Promising Phytochemicals Leads Targeting MAPK14 in Colorectal Cancer

IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY
J. Jeeva, K. Girija
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引用次数: 0

Abstract

Purpose

Colorectal cancer (CRC) is a major cause of cancer-related mortality worldwide, with MAPK14 (p38 MAPK) playing an important role in tumor progression, immune evasion, cell proliferation, survival, and therapeutic resistance. This study aimed to evaluate the anti-colorectal cancer potential of two GC-MS-identified bioactive molecules against MAPK14 using integrated in silico approaches.

Methodology

The selected bioactive molecules were subjected to molecular docking against MAPK14 (PDB ID: 1OUY) using the GLIDE module of the Schrödinger suite, with a dihydropyrido-pyrimidine inhibitor as the control molecule. MMGBSA binding free-energy calculations were performed to assess binding affinity. Density functional theory (DFT) calculations, including HOMO–LUMO analysis and molecular electrostatic potential (MESP) mapping, were used to investigate electronic properties. In addition, in silico ADMET profiling and 200 ns molecular dynamics simulations were performed to evaluate pharmacokinetic properties, toxicity, structural stability, and dynamic behaviour. Principal component analysis (PCA) and free energy landscape (FEL) analyses were further employed to characterize conformational dynamics and stability.

Results

Both bioactive molecules showed favourable binding within the MAPK14 active site, stabilized by hydrogen-bonding and hydrophobic interactions involving key residues, including Lys53, Glu71, Met109, Gly110, and Asp168. MMGBSA analysis supported strong predicted binding affinities, with binding free-energy values below −30 kcal/mol. DFT and MESP analyses demonstrated favourable electronic characteristics and electrostatic complementarity with the binding site. ADMET profiling indicated favourable predicted oral bioavailability and low toxicity. Furthermore, 200 ns molecular dynamics simulations demonstrated stable phytochemical–MAPK14 complexes. PCA and FEL analyses further supported conformational stability, with dominant energy-favourable cluster basins observed in the FEL plots.

Conclusion

The integrated computational analyses suggest that the selected bioactive molecules possess favourable binding affinity, pharmacokinetic properties, and structural stability against MAPK14. These findings highlight their potential as anti-colorectal cancer leads and provide a basis for further experimental validation.

综合气相色谱-质谱分析和多尺度计算分析鉴定结直肠癌中靶向MAPK14的有前途的植物化学先导物
结直肠癌(CRC)是世界范围内癌症相关死亡的主要原因,MAPK14 (p38 MAPK)在肿瘤进展、免疫逃避、细胞增殖、生存和治疗耐药中发挥重要作用。本研究旨在利用集成的芯片方法评估两种gc - ms鉴定的抗MAPK14生物活性分子的抗结直肠癌潜力。方法选用二氢吡啶嘧啶抑制剂作为对照分子,利用Schrödinger套件的GLIDE模块与MAPK14 (PDB ID: 1OUY)进行分子对接。通过计算MMGBSA结合自由能来评估结合亲和力。密度泛函理论(DFT)计算,包括HOMO-LUMO分析和分子静电势(MESP)映射,用于研究电子性质。此外,还进行了ADMET分析和200 ns分子动力学模拟,以评估其药代动力学性质、毒性、结构稳定性和动力学行为。主成分分析(PCA)和自由能分析(FEL)进一步表征构象动力学和稳定性。结果两种生物活性分子在MAPK14活性位点均表现出良好的结合,并通过涉及Lys53、Glu71、Met109、Gly110和Asp168等关键残基的氢键和疏水相互作用稳定。MMGBSA分析支持较强的预测结合亲和力,结合自由能值低于- 30 kcal/mol。DFT和MESP分析显示了良好的电子特性和与结合位点的静电互补性。ADMET分析显示良好的预测口服生物利用度和低毒性。此外,200 ns分子动力学模拟显示稳定的植物化学- mapk14复合物。主成分分析和FEL分析进一步支持构象稳定性,在FEL图中观察到优势的能量有利簇盆地。结论综合计算分析表明,所选生物活性分子对MAPK14具有良好的结合亲和力、药代动力学性质和结构稳定性。这些发现突出了它们作为抗结直肠癌先导物的潜力,并为进一步的实验验证提供了基础。
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
Journal of Pharmaceutical Innovation
Journal of Pharmaceutical Innovation PHARMACOLOGY & PHARMACY-
CiteScore
3.70
自引率
3.80%
发文量
90
审稿时长
>12 weeks
期刊介绍: The Journal of Pharmaceutical Innovation (JPI), is an international, multidisciplinary peer-reviewed scientific journal dedicated to publishing high quality papers emphasizing innovative research and applied technologies within the pharmaceutical and biotechnology industries. JPI''s goal is to be the premier communication vehicle for the critical body of knowledge that is needed for scientific evolution and technical innovation, from R&D to market. Topics will fall under the following categories: Materials science, Product design, Process design, optimization, automation and control, Facilities; Information management, Regulatory policy and strategy, Supply chain developments , Education and professional development, Journal of Pharmaceutical Innovation publishes four issues a year.
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