Olayiwola Yusuff, Gollahon Lauren
Department of Biological Sciences, Texas Tech University, 2500 Broadway, Lubbock, TX 79409, USA.
Obesity Research Institute, Texas Tech University, 2500 Broadway, Lubbock, TX 79409, USA.
Biomedicines. 2025 Jul 24;13(8):1810. doi: 10.3390/biomedicines13081810.
In the pursuit of identifying novel therapeutic agents against breast cancer, a major priority is finding agents that effectively and safely inhibit the signaling pathways sustaining cancer cells. To better focus research efforts in validating such candidates, this in silico study assessed the pharmacokinetic profiles, thermodynamics, and binding affinity of chlorogenic acid and cinnamaldehyde with the upstream mediators of the Akt pathway implicated in breast cancer cells. Various software and online tools were used to conduct molecular docking of the small molecules with the proteins PI3K, Akt, and PDK1, and to examine their absorption, distribution, metabolism, elimination, and toxicity (ADMET) profile. The results show strong binding energy (all within the range of those of FDA-approved drugs) and thermostability between the compounds and the proteins. The phytochemicals were predicted to have moderate oral bioavailability and tissue distribution, and were identified as substrates of drug metabolizing enzymes, but not deactivated. Although these predictive data warrant confirmation in a biological system, they suggest that the compounds have good pharmacokinetics and are strong inhibitors of the Akt pathway, with great potential to shut down breast cancer cell invasion and migration. These data also inform more efficient experimental designs for our planned in vivo studies.
在寻找新型抗乳腺癌治疗药物的过程中,一个主要的优先事项是找到能够有效且安全地抑制维持癌细胞生长的信号通路的药物。为了更有针对性地开展研究以验证此类候选药物,这项计算机模拟研究评估了绿原酸和肉桂醛与乳腺癌细胞中Akt信号通路上游介质的药代动力学特征、热力学性质及结合亲和力。使用了各种软件和在线工具对小分子与蛋白质PI3K、Akt和PDK1进行分子对接,并研究它们的吸收、分布、代谢、排泄和毒性(ADMET)特征。结果显示化合物与蛋白质之间具有很强的结合能(均在FDA批准药物的范围内)和热稳定性。预测这些植物化学物质具有中等的口服生物利用度和组织分布,并且被确定为药物代谢酶的底物,但不会失活。尽管这些预测数据需要在生物系统中得到证实,但它们表明这些化合物具有良好的药代动力学性质,并且是Akt信号通路的强效抑制剂,具有极大的潜力阻断乳腺癌细胞的侵袭和迁移。这些数据也为我们计划中的体内研究提供了更有效的实验设计依据。