Department of Pharmaceutical Sciences, Dr. Harisingh Gour University (A Central University), Sagar, MP, India.
J Biomol Struct Dyn. 2021 Apr;39(6):1975-1989. doi: 10.1080/07391102.2020.1743757. Epub 2020 Mar 25.
In the current study, we investigated the role of PAK1 (P21 (RAC1) Activated Kinase 1) gene in breast cancer and to this end, we performed differential gene expression analysis of PAK1 in breast cancer tissues compared to the normal adjacent tissue. We also studied its significance in protein-protein interaction (PPI) network, and analysed biological pathways, cellular processes, and role of PAK1 in different diseases. We found PAK1 to have significant role in breast cancer pathways such as integrin signaling, axonal guidance signaling, signaling by Rho family GTPases, ERK5 signaling. Additionally, it has been found as hub gene in PPI network, suggesting its possible regulatory role in breast carcinogenesis. Moreover, PAK1 had role in progression of various diseases as neoplasia, tumorigenesis, lymphatic neoplasia. Thereby, PAK1 can be used as a therapeutic target in breast cancer. Further, we put our efforts in identification of potential small molecules inhibitors against PAK1 by developing a composite virtual screening protocol involving molecular dynamics (MD) and molecular docking. The chemical library of compounds from NCI diversity sets, Pubchem and eMolecules were screened against PAK1 protein and hits which showed good binding affinity were considered for MD simulation study. Moreover, to assess binding of selected hits, MMGBSA (Molecular Mechanics-Generalized Born Surface Area) analysis was performed using AMBER (Assisted Model Building with Energy Refinement) package. MMGBSA calculations exhibited that the identified ligands showed good binding affinity with PAK1. HighlightsThe PAK1 has been found to be upregulated in breast cancer samples and is a potential oncogene playing role in different cellular functions and processes.The molecular docking studies revealed ligands showed good binding affinity towards PAK1 protein.The residues Glu345, Leu347, Thr406, Asp299, Asp393 and Gly350 were found to make H-bond interactions with small molecule inhibitors.The residues Ile276, Val284, Ala297, Tyr346, Leu396 and Asp407 were found to make hydrophobic interactions.The RMSD analysis confirmed stability of complexes throughout 40 ns production period.The MD simulations studies revealed the binding site flexibility, binding free energy of complexes and per-residue contribution in ligand binding.Communicated by Ramaswamy H. Sarma.
在本研究中,我们研究了 PAK1(P21(RAC1)激活激酶 1)基因在乳腺癌中的作用,为此,我们比较了乳腺癌组织和正常相邻组织中 PAK1 的差异基因表达分析。我们还研究了它在蛋白质-蛋白质相互作用(PPI)网络中的意义,并分析了生物学途径、细胞过程以及 PAK1 在不同疾病中的作用。我们发现 PAK1 在乳腺癌途径中具有重要作用,如整合素信号、轴突导向信号、Rho 家族 GTPase 信号、ERK5 信号。此外,它在 PPI 网络中被发现是一个枢纽基因,表明其在乳腺癌发生中可能具有调节作用。此外,PAK1 在各种疾病的进展中发挥作用,如肿瘤形成、肿瘤发生、淋巴肿瘤。因此,PAK1 可以作为乳腺癌的治疗靶点。此外,我们通过开发一种涉及分子动力学(MD)和分子对接的组合虚拟筛选方案,努力确定针对 PAK1 的潜在小分子抑制剂。从 NCI 多样性集、Pubchem 和 eMolecules 的化合物化学库中筛选针对 PAK1 蛋白的化合物,选择具有良好结合亲和力的化合物进行 MD 模拟研究。此外,为了评估所选命中的结合,使用 AMBER(辅助建模与能量精炼)包进行 MMGBSA(分子力学-广义 Born 表面积)分析。MMGBSA 计算表明,鉴定出的配体与 PAK1 具有良好的结合亲和力。亮点PAK1 在乳腺癌样本中发现上调,是一种潜在的癌基因,在不同的细胞功能和过程中发挥作用。分子对接研究表明,配体与 PAK1 蛋白具有良好的结合亲和力。残基 Glu345、Leu347、Thr406、Asp299、Asp393 和 Gly350 与小分子抑制剂形成氢键相互作用。残基 Ile276、Val284、Ala297、Tyr346、Leu396 和 Asp407 形成疏水相互作用。RMSD 分析证实复合物在 40ns 生产期内的稳定性。MD 模拟研究揭示了结合位点的灵活性、复合物的结合自由能以及配体结合中的每个残基的贡献。由 Ramaswamy H. Sarma 传达。