Ndagi Umar, Mhlongo Ndumiso N, Soliman Mahmoud E
Molecular Modelling and Drug Design Research Group, School of Health Sciences, University of KwaZulu-Natal, Westville, Durban 4000, South Africa.
Mol Biosyst. 2017 May 30;13(6):1157-1171. doi: 10.1039/c6mb00848h.
The emergence of a drug resistant non-receptor tyrosine kinase (c-Src) in triple-negative breast cancer (TNBC) remains a prime concern in relation to the burden of TNBC among people living with breast cancer and drug development. Thr91 mutation was found to induce a complete loss of protein conformation required for drug fitness. Herein, we provide the first account of the molecular impact of the Thr91 mutation on c-Src resistance to experimental drug UM-164 using various computational approaches, namely molecular dynamics simulation, principal component analysis (PCA), dynamic cross-correlation matrices (DCCM) analysis, hydrogen bond occupancy, thermodynamics calculation, ligand-residue interaction and residue interaction networks (RINs). Findings from this study revealed that Thr91 mutation leads to a steric conflict between UM-164 and the side chain of methionine (Met91); this mutation distorts the UM-164 optimum orientation on the conformational space of mutant c-Src compared to the wild-type; decreases hydrogen bond formation between the residues in the mutant protein structure; decreases the UM-164 binding energy in the mutant by -13.416 kcal mol; reduces the residue correlation in the mutant protein structure; induces a change in the overall protein structure conformation from an inactive to active conformation; and distorts the ligand atomic interaction network and the residue interaction network. This report provides important insights that will assist in the further design of novel dual kinase inhibitors to minimise the chances of drug resistance in triple negative breast cancer.
在三阴性乳腺癌(TNBC)中出现的耐药性非受体酪氨酸激酶(c-Src),仍是乳腺癌患者TNBC负担及药物研发方面的主要关注点。研究发现,Thr91突变会导致药物适应性所需的蛋白质构象完全丧失。在此,我们首次使用多种计算方法,即分子动力学模拟、主成分分析(PCA)、动态交叉相关矩阵(DCCM)分析、氢键占有率、热力学计算、配体-残基相互作用和残基相互作用网络(RINs),阐述了Thr91突变对c-Src抵抗实验性药物UM-164的分子影响。本研究结果表明,Thr91突变导致UM-164与甲硫氨酸(Met91)侧链之间产生空间冲突;与野生型相比,该突变使UM-164在突变型c-Src构象空间上的最佳取向发生扭曲;减少了突变蛋白结构中残基之间的氢键形成;使突变体中UM-164的结合能降低了-13.416千卡/摩尔;降低了突变蛋白结构中的残基相关性;诱导整体蛋白结构构象从无活性转变为有活性的构象;并扭曲了配体原子相互作用网络和残基相互作用网络。本报告提供了重要见解,将有助于进一步设计新型双激酶抑制剂,以降低三阴性乳腺癌产生耐药性的可能性。