Ghosh Suparna, Cho Seung Joo
Department of Biomedical Sciences, College of Medicine, Chosun University, Gwangju 501-759, Korea.
Department of Cellular and Molecular Medicine, College of Medicine, Chosun University, Gwangju 501-759, Korea.
Biomedicines. 2022 Mar 30;10(4):813. doi: 10.3390/biomedicines10040813.
The upregulation of phosphoinositol-3-kinase γ (PI3Kγ) is deemed to be positively correlated with tumor-associated-macrophage (TAM)-mediated gastric carcinoma (GC). PI3Kγ suppresses tumor necrosis factor-alpha (TNF-α) and interleukin-12 (IL-12) through activation of the AKT/mTOR pathway, which promotes the immunosuppressant phenotype of TAM. Unlike α and β isoforms, δ and γ isoforms are primarily distributed in leucocytes and macrophages. Dual inhibitors against PI3Kδ and PI3Kγ have been proven to have merits in targeting solid tumors. Furthermore, it has been found that PI3Kδ is activated by cytokines, while PI3Kγ is activated by G-protein-coupled receptors (GPCRs). This facilitates determining the functional difference between these two isoforms. For this goal, selective inhibitors would be immensely helpful. In the current manuscript, we conducted various molecular modeling studies with a series of isoindolin-1-one derivatives as potent PI3Kγ inhibitors by combining molecular docking, molecular dynamics (MD), molecular mechanics, Poisson-Boltzmann/generalized Born surface area (MM-PB/GBSA) binding free energy calculation, and three-dimensional structure-activity relationship (3D-QSAR) study. To evaluate the selectivity of γ isoform over δ, the molecular modeling studies of idelalisib analogs reported as PI3Kδ inhibitors were also investigated. The contour polyhedrons were generated from the comparative molecular field analysis (CoMFA) and comparative molecular similarity index analysis (CoMSIA) around the ligand-bound active site for both isoforms, which could emphasize plausible explanations for the physicochemical factors that affect selective ligand recognition. The binding modalities of the two isoforms using CoMFA and MD models were compared, which suggested some key differences in the molecular interactions with the ligands and could be summarized as three subsites (one affinity subsite near the C-helix and DFG and two hydrophobic subsites). In the context of the structure-activity relationship (SAR), several new compounds were designed using a fragment-substitution strategy with the aim of selectively targeting PI3Kγ. The pIC values of the designed compounds were predicted by the 3D-QSAR models, followed by the MM-PB/GBSA binding energy estimation. The overall findings suggest that the designed compounds have the potential to be used as PI3Kγ inhibitors with a higher binding affinity and selectivity.
磷酸肌醇-3-激酶γ(PI3Kγ)的上调被认为与肿瘤相关巨噬细胞(TAM)介导的胃癌(GC)呈正相关。PI3Kγ通过激活AKT/mTOR途径抑制肿瘤坏死因子-α(TNF-α)和白细胞介素-12(IL-12),从而促进TAM的免疫抑制表型。与α和β亚型不同,δ和γ亚型主要分布在白细胞和巨噬细胞中。已证明针对PI3Kδ和PI3Kγ的双重抑制剂在靶向实体瘤方面具有优势。此外,还发现PI3Kδ由细胞因子激活,而PI3Kγ由G蛋白偶联受体(GPCR)激活。这有助于确定这两种亚型之间的功能差异。为了实现这一目标,选择性抑制剂将非常有帮助。在当前的手稿中,我们通过结合分子对接、分子动力学(MD)、分子力学、泊松-玻尔兹曼/广义玻恩表面积(MM-PB/GBSA)结合自由能计算和三维构效关系(3D-QSAR)研究,对一系列异吲哚啉-1-酮衍生物作为有效的PI3Kγ抑制剂进行了各种分子建模研究。为了评估γ亚型相对于δ亚型的选择性,还研究了作为PI3Kδ抑制剂报道的idelalisib类似物的分子建模研究。通过比较分子场分析(CoMFA)和比较分子相似性指数分析(CoMSIA)在两种亚型的配体结合活性位点周围生成等高线多面体,这可以强调影响选择性配体识别的物理化学因素的合理原因。使用CoMFA和MD模型比较了两种亚型的结合模式,这表明在与配体的分子相互作用中存在一些关键差异,可以总结为三个亚位点(一个靠近C螺旋和DFG的亲和力亚位点和两个疏水亚位点)。在构效关系(SAR)的背景下,使用片段取代策略设计了几种新化合物,旨在选择性靶向PI3Kγ。通过3D-QSAR模型预测设计化合物的pIC值,然后进行MM-PB/GBSA结合能估计。总体研究结果表明,设计的化合物有可能用作具有更高结合亲和力和选择性的PI3Kγ抑制剂。