Singh Rahul, Purohit Rituraj
Structural Bioinformatics Lab, CSIR-Institute of Himalayan Bioresource Technology (CSIR-IHBT), Palampur, HP 176061, India; Biotechnology Division, CSIR-IHBT, Palampur, HP 176061, India; Academy of Scientific & Innovative Research (AcSIR), Ghaziabad 201002, India.
Structural Bioinformatics Lab, CSIR-Institute of Himalayan Bioresource Technology (CSIR-IHBT), Palampur, HP 176061, India; Biotechnology Division, CSIR-IHBT, Palampur, HP 176061, India; Academy of Scientific & Innovative Research (AcSIR), Ghaziabad 201002, India.
Comput Methods Programs Biomed. 2023 Apr;231:107367. doi: 10.1016/j.cmpb.2023.107367. Epub 2023 Jan 24.
The cyclin-dependent kinases 4/6 (CDK4/6) are among the most crucial controllers of the cell cycle, and their abnormal activity may induce uncontrolled cell multiplication, leading to cancers. The FDA currently approved three CDK4/6 inhibitors, however, they are associated with a variety of side effects. Thus it is required to design/develop novel potent and safe CDK4/6 inhibitors.
In the present work, we furnished an integrated in-silico approach followed by steered molecular dynamics (SMD) simulations to identify molecules that can be developed into novel CDK4/6 inhibitors.
Out of thirty-two 3-methyleneisoindolin-1-one molecules we selected top three M18, M24, and M32 molecules as potential drug candidates based on their respective interaction energies. According to the robust 250 ns MD simulations and thermodynamic free energy, M24 was the best molecule in comparison to palbociclib. In SMD, M24 required ∼205.587 kJ/mol/nm external pulling force, while palbociclib needed ∼160.97 kJ/mol/nm to dissociate from the binding pocket of the CDK4.
The high pulling force required for M24 dissociation from the binding site denotes stronger binding with CDK4. Therefore, M24 offers the possibility of a critical starting structure in developing effective CDK4 inhibitors.
细胞周期蛋白依赖性激酶4/6(CDK4/6)是细胞周期最关键的调控因子之一,其异常活性可能导致细胞不受控制地增殖,进而引发癌症。美国食品药品监督管理局(FDA)目前已批准了三种CDK4/6抑制剂,然而,它们都伴有多种副作用。因此,需要设计/开发新型高效且安全的CDK4/6抑制剂。
在本研究中,我们采用了一种集成的计算机辅助方法,随后进行引导分子动力学(SMD)模拟,以识别可开发为新型CDK4/6抑制剂的分子。
在32个3-亚甲基异吲哚啉-1-酮分子中,我们根据它们各自的相互作用能,选出了排名前三的M18、M24和M32分子作为潜在的候选药物。根据稳健的250纳秒分子动力学模拟和热力学自由能,与帕博西尼相比,M24是最佳分子。在SMD中,M24从CDK4的结合口袋解离需要约205.587千焦/摩尔/纳米的外部拉力,而帕博西尼则需要约160.97千焦/摩尔/纳米。
M24从结合位点解离所需的高拉力表明其与CDK4的结合更强。因此,M24为开发有效的CDK4抑制剂提供了一个关键起始结构的可能性。