Department of Biochemistry, Adekunle Ajasin University, Akungba-Akoko, Ondo State, Nigeria.
Theoretical and Computational Chemistry Unit, Department of Chemical Sciences, Adekunle Ajasin University, Akungba-Akoko, Ondo State, Nigeria.
Curr Drug Discov Technol. 2022;19(2):e021221198480. doi: 10.2174/1570163819666211202092632.
Chronic myelogenous leukaemia (CML) constitutes about 15 % of adult leukaemia and is characterized by the overproduction of immature myeloid cells.
In this study, a virtual high throughput screening (vHTS) technique was employed to screen a library of phytochemicals of reported plants having anticancer activity. A docking score of -10 kcalmol was used as the cut-off for the selection of phyto-compounds for pharmacophore-based virtual screening. Statistically robust and thoroughly validated QSAR model (R = 0.914, R = 0.836, Adjusted R = 0.764, LOO-CV= 0.6680) was derived for the inhibition of BCR-ABL kinase domain.
The virtual screening, pharmacophore screening, QSAR model and molecular docking techniques applied herein revealed ellagic acid, a polyphenolic compound, as a potential competitive inhibitor of the BCR-ABL kinase domain. Ellagic acid binds to the inactive ABL state and forms similar interactions with key residues within the BCR-ABL Kinase domain as obtained in ponatinib (having inhibitory effects on the ABL thr-315I mutant). It forms hydrogen bond interaction with thr-315 residue (the gatekeeper residue). It is not likely to be prone to the various mutations associated with nilotinib because of its small size.
The procedure of VHTs, Pharmacophore, QSAR, and molecular docking applied in this study could help in detecting more anti-CML compounds.
慢性髓性白血病(CML)约占成人白血病的 15%,其特征是不成熟髓样细胞的过度产生。
在这项研究中,采用虚拟高通量筛选(vHTS)技术筛选具有抗癌活性的报道植物的植物化学文库。 -10 kcalmol 的对接分数用作选择基于药效团的虚拟筛选的植物化合物的截止值。得出了用于抑制 BCR-ABL 激酶结构域的统计稳健且经过充分验证的 QSAR 模型(R = 0.914、R = 0.836、调整 R = 0.764、LOO-CV=0.6680)。
应用本文中的虚拟筛选、药效团筛选、QSAR 模型和分子对接技术,揭示了鞣花酸作为 BCR-ABL 激酶结构域的潜在竞争性抑制剂。鞣花酸与无活性的 ABL 状态结合,并与 ponatinib(对 ABL thr-315I 突变体具有抑制作用)中获得的 BCR-ABL 激酶结构域内的关键残基形成相似的相互作用。它与 thr-315 残基(守门员残基)形成氢键相互作用。由于其体积小,它不太可能与与 nilotinib 相关的各种突变有关。
本研究中应用的 vHTS、药效团、QSAR 和分子对接程序有助于检测更多的抗 CML 化合物。