Computational Biology Center, IBM Thomas J. Watson Research Center, Yorktown Heights, NY 10598, USA.
Department of Oncology, The Affiliated Hospital of Nanjing Medical University, Changzhou No.2 People's Hospital, Changzhou, 213003, China.
Nanoscale. 2018 Mar 28;10(12):5667-5677. doi: 10.1039/c8nr00127h. Epub 2018 Mar 12.
Unlike most matrix metalloproteinase (MMP) inhibitors, which target the conserved catalytic zinc site, Gd@C(OH) indirectly inhibits MMP-9 activity by binding at the ligand specificity S1' loop. The allosteric binding makes Gd@C(OH) a promising inhibitor selective for MMP-9. However, the hydrophobic nature of the aromatic carbon cage may cause Gd@C(OH) to self-aggregate in aqueous solutions, hence weakening the binding. In this study, we designed Gd@C(OH) derivatives aiming at improving the binding affinity for MMP-9. Upon a mutation that substitutes a new functional group (-PO, -CHCO, -CO, -NH, or -CONH) for a hydroxyl group on the fullerenol surface, we calculated the changes in the binding free energy to the catalytic domain of human MMP-9 using the free energy perturbation (FEP) method. We found that the higher the net charge of the functional group, the stronger the binding. Compared with Gd@C(OH), Gd@C(OH)(PO) binds at least 1.5 to 2.5 kcal mol more strongly to MMP-9. The binding is specifically controlled by electrostatic interactions between the phosphate group and the charged residues at the binding site. In addition to the net charge, the binding free energy can be delicately adjusted by other factors, such as the functionalization site on Gd@C(OH), the local environment of the putative binding site of MMP-9, and the presence of ions near the charged functional group. The results of our study shed light on the potential of developing Gd@C(OH) derivatives as nanodrugs for treating the pathological diseases associated with unregulated MMP-9 activity.
与大多数靶向保守催化锌位点的基质金属蛋白酶 (MMP) 抑制剂不同,Gd@C(OH) 通过结合配体特异性 S1' 环间接抑制 MMP-9 活性。变构结合使 Gd@C(OH) 成为一种有前途的 MMP-9 选择性抑制剂。然而,芳香碳笼的疏水性可能导致 Gd@C(OH) 在水溶液中自聚集,从而削弱结合。在这项研究中,我们设计了 Gd@C(OH) 的衍生物,旨在提高对 MMP-9 的结合亲和力。在全酚表面的一个羟基被新的官能团(-PO、-CHCO、-CO、-NH 或 -CONH)取代的突变中,我们使用自由能微扰(FEP)方法计算了结合自由能对人 MMP-9 催化结构域的变化。我们发现,官能团的净电荷越高,结合越强。与 Gd@C(OH) 相比,Gd@C(OH)(PO) 与 MMP-9 的结合至少强 1.5 到 2.5 kcal/mol。这种结合是由磷酸基团和结合部位带电残基之间的静电相互作用特异性控制的。除了净电荷外,其他因素也可以精细调节结合自由能,例如 Gd@C(OH) 的官能化位点、MMP-9 假定结合部位的局部环境以及带电官能团附近离子的存在。我们的研究结果为开发 Gd@C(OH) 衍生物作为治疗与 MMP-9 活性失调相关的病理疾病的纳米药物提供了新的思路。