Department of Biotechnology, School of Sciences (SOS), Federal University of Technology Akure, Akure, Nigeria.
Department of Biochemistry, School of Sciences (SOS), Federal University of Technology Akure, Akure, Nigeria.
J Biomol Struct Dyn. 2022 Nov;40(18):8518-8537. doi: 10.1080/07391102.2021.1913231. Epub 2021 Apr 23.
The dysregulation of cyclin-CDK6 interactions has been implicated in human breast cancer, providing a rationale for more therapeutic options. Recently, ATP-competitive inhibitors have been employed for managing breast cancer. These molecules, like most natural CDKs inhibitors, potently bind in the ATP-binding site of CDK6 to regulate trans-activation. Nonetheless, only a few numbers of these molecules are approved to mitigate breast cancer, thus, ensuring that the search for more selective inhibitors continues. In this study, we attempted to establish the selective predictive models for identifying potent CDK6 inhibitors against a human breast cancer cell-line using a dataset of fifty-two 1,3,4-thiadiazole derivatives. The significant eight descriptor hybrid QSAR models generated exhibited encouraging statistical attributes including > 0.70, Q > 0.70, Q > 0.60, > 0.6. Furthermore, the study designed new compounds based on the activity and structural basis for selectivity of compounds for CDK6. While demonstrating good potency and modest selectivity, the compound C16, which showed significantly high activity of 5.5607 µM and binding energy value of -9.0 Kcal/mol, was used as template for compounds design to generate 10 novel series of 1,3,4-thiadiazole analogues containing benzisoselenazolone scaffolds, with significant pharmacological activity and better selectivity for CDK6. By our rationale, four of the designed compounds (C16b, C16h, C16i, and C16j) with activity values of 6.2584 µM, 6.7812 µM, 6.4717 µM, and 6.2666 µM respectively, and binding affinities of -10.0 kcal/mol, -9.9 kcal/mol, -9.9 kcal/mol, and -9.9 kcal/mol respectively, may emerge as therapeutic options for breast cancer treatment after extensive in vitro and in vivo studies.Communicated by Ramaswamy H. Sarma.
环细胞周期蛋白-CDK6 相互作用的失调与人类乳腺癌有关,为提供更多治疗选择提供了依据。最近,已采用 ATP 竞争性抑制剂来治疗乳腺癌。这些分子,与大多数天然 CDK 抑制剂一样,能够强有力地结合 CDK6 的 ATP 结合位点,从而调节反式激活。然而,只有少数此类分子被批准用于缓解乳腺癌,因此,确保继续寻找更具选择性的抑制剂。在这项研究中,我们试图使用 52 种 1,3,4-噻二唑衍生物的数据集,为鉴定针对人类乳腺癌细胞系的有效 CDK6 抑制剂建立选择性预测模型。生成的八个有意义的描述符混合 QSAR 模型表现出令人鼓舞的统计属性,包括 > 0.70、Q > 0.70、Q > 0.60、 > 0.6。此外,该研究还根据化合物对 CDK6 的活性和结构基础进行了选择性设计新化合物。化合物 C16 的活性为 5.5607μM,结合能值为-9.0 Kcal/mol,表现出良好的活性和适度的选择性,被用作模板化合物设计,生成了包含苯并硒唑酮支架的 10 种新型 1,3,4-噻二唑类似物系列,具有显著的药理活性和更好的 CDK6 选择性。根据我们的原理,设计的四种化合物(C16b、C16h、C16i 和 C16j)的活性值分别为 6.2584μM、6.7812μM、6.4717μM 和 6.2666μM,结合亲和力分别为-10.0 kcal/mol、-9.9 kcal/mol、-9.9 kcal/mol 和-9.9 kcal/mol,可能成为经过广泛的体外和体内研究后治疗乳腺癌的治疗选择。由 Ramaswamy H. Sarma 传达。