Kandoussi Ilham, El Haddoumi Ghyzlane, Mansouri Mariam, Belyamani Lahcen, Ibrahimi Azeddine, Eljaoudi Rachid
Biotechnology Lab (MedBiotech), Bioinova Research Center, Rabat Medical & Pharmacy School, Mohammed V University in Rabat, Rabat, Morocco.
Mohammed VI University of Health Sciences (UM6SS), Casablanca, Morocco.
Bioinform Biol Insights. 2024 Aug 19;18:11779322241269386. doi: 10.1177/11779322241269386. eCollection 2024.
Phosphoinositide-3-kinases (PI3 K) are pivotal regulators of cell signaling implicated in various cancers. Particularly, mutations in the PIK3CA gene encoding the p110α catalytic subunit drive oncogenic signaling, making it an attractive therapeutic target. Our study conducted in silico exploration of 31 PIK3CA mutations across breast, endometrial, colon, and ovarian cancers, assessing their impacts on response to PI3Kα inhibitors and identifying potential non-toxic inhibitors and also elucidating their effects on protein stability and flexibility. Specifically, we observed significant alterations in the stability and flexibility of the PI3 K protein induced by these mutations. Through molecular docking analysis, we evaluated the binding interactions between the selected inhibitors and the PI3 K protein. The filtration of ligands involved calculating chemical descriptors, incorporating Veber and Lipinski rules, as well as IC50 values and toxicity predictions. This process reduced the initial dataset of 1394 ligands to 12 potential non-toxic inhibitors, and four reference inhibitors with significant biological activity in clinical trials were then chosen based on their physico-chemical properties. This analysis revealed Lig5's exceptional performance, exhibiting superior affinity and specificity compared to established reference inhibitors such as pictilisib. Lig5 formed robust binding interactions with the PI3 K protein, suggesting its potential as a highly effective therapeutic agent against PI3 K-driven cancers. Furthermore, molecular dynamics simulations provided valuable insights into Lig5's stability and its interactions with PI3 K over 100 ns. These simulations supported Lig5's potential as a versatile inhibitor capable of effectively targeting various mutational profiles of PI3 K, thereby mitigating issues related to resistance and toxicity commonly associated with current inhibitors.
磷酸肌醇-3-激酶(PI3K)是参与多种癌症的细胞信号传导的关键调节因子。特别是,编码p110α催化亚基的PIK3CA基因突变驱动致癌信号传导,使其成为一个有吸引力的治疗靶点。我们的研究对乳腺癌、子宫内膜癌、结肠癌和卵巢癌中的31种PIK3CA突变进行了计算机模拟探索,评估它们对PI3Kα抑制剂反应的影响,识别潜在的无毒抑制剂,并阐明它们对蛋白质稳定性和灵活性的影响。具体而言,我们观察到这些突变诱导的PI3K蛋白的稳定性和灵活性发生了显著变化。通过分子对接分析,我们评估了所选抑制剂与PI3K蛋白之间的结合相互作用。配体的筛选涉及计算化学描述符,纳入Veber和Lipinski规则,以及IC50值和毒性预测。这个过程将1394种配体的初始数据集减少到12种潜在的无毒抑制剂,然后根据它们的物理化学性质选择了四种在临床试验中具有显著生物活性的参考抑制剂。该分析揭示了Lig5的卓越性能,与已确立的参考抑制剂如pictilisib相比,表现出更高的亲和力和特异性。Lig5与PI3K蛋白形成了强大的结合相互作用,表明其作为针对PIK3驱动癌症的高效治疗剂的潜力。此外,分子动力学模拟为Lig5在100纳秒以上的稳定性及其与PI3K的相互作用提供了有价值的见解。这些模拟支持Lig5作为一种通用抑制剂的潜力,能够有效靶向PI3K的各种突变谱,从而缓解与当前抑制剂通常相关的耐药性和毒性问题。