Department of Medicinal Chemistry, Maj Institute of Pharmacology, Polish Academy of Sciences, Smetna 12, 31-343 Krakow, Poland.
Celon Pharma S.A., ul. Marymoncka 15, 05-152 Kazuń Nowy, Poland.
Molecules. 2023 Apr 17;28(8):3531. doi: 10.3390/molecules28083531.
As a member of the class I PI3K family, phosphoinositide 3-kinase (PI3K) is an important signaling biomolecule that controls immune cell differentiation, proliferation, migration, and survival. It also represents a potential and promising therapeutic approach for the management of numerous inflammatory and autoimmune diseases. We designed and assessed the biological activity of new fluorinated analogues of CPL302415, taking into account the therapeutic potential of our selective PI3K inhibitor and fluorine introduction as one of the most frequently used modifications of a lead compound to further improve its biological activity. In this paper, we compare and evaluate the accuracy of our previously described and validated in silico workflow with that of the standard (rigid) molecular docking approach. The findings demonstrated that a properly fitted catalytic (binding) pocket for our chemical cores at the induced-fit docking (IFD) and molecular dynamics (MD) stages, along with QM-derived atomic charges, can be used for activity prediction to better distinguish between active and inactive molecules. Moreover, the standard approach seems to be insufficient to score the halogenated derivatives due to the fixed atomic charges, which do not consider the response and indictive effects caused by fluorine. The proposed computational workflow provides a computational tool for the rational design of novel halogenated drugs.
作为 PI3K 家族的一员,磷酸肌醇 3-激酶(PI3K)是一种重要的信号生物分子,它控制着免疫细胞的分化、增殖、迁移和存活。它也代表了一种有潜力和有前途的治疗方法,可以用于治疗许多炎症和自身免疫性疾病。我们设计并评估了 CPL302415 的新型氟化类似物的生物学活性,考虑了我们选择性 PI3K 抑制剂的治疗潜力以及氟的引入,因为氟是一种最常用于先导化合物的修饰方法之一,以进一步提高其生物学活性。在本文中,我们比较和评估了我们之前描述和验证的基于计算机的工作流程与标准(刚性)分子对接方法的准确性。研究结果表明,在诱导契合对接(IFD)和分子动力学(MD)阶段,为我们的化学核心拟合一个合适的催化(结合)口袋,以及 QM 衍生的原子电荷,可以用于活性预测,以更好地区分活性和非活性分子。此外,由于固定的原子电荷不考虑氟引起的响应和指示效应,标准方法似乎不足以对卤化衍生物进行评分。所提出的计算工作流程为新型卤化药物的合理设计提供了一种计算工具。