Ozen Ayşegül, Sherman Woody, Schiffer Celia A
Department of Biochemistry and Molecular Pharmacology, University of Massachusetts, Medical School, 364 Plantation Street, Worcester, MA 01605, USA.
Schrödinger, Inc., 120 West 45th Street, New York, NY 10036, USA.
J Chem Theory Comput. 2013 Dec 10;9(12):5693-5705. doi: 10.1021/ct400603p.
Drug resistance is a principal concern in the treatment of quickly evolving diseases. The viral protease NS3/4A is a primary drug target for the hepatitis C virus (HCV) and is known to evolve resistance mutations in response to drug therapy. At the molecular level, drug resistance reflects a subtle change in the balance of molecular recognition by NS3/4A; the drug resistant protease variants are no longer effectively inhibited by the competitive active site inhibitors but can still process the natural substrates with enough efficiency for viral survival. In previous works we have developed the "substrate envelope" hypothesis, which posits that inhibitors should be less susceptible to drug resistance if they better mimic the natural substrate molecular recognition features. In this work, we perform molecular dynamics simulations on four native substrates bound to NS3/4A and discover a clearly conserved dynamic substrate envelope. We show that the most severe drug resistance mutations in NS3/4A occur at residues that are outside the substrate envelope. Comparative analysis of three NS3/4A inhibitors reveals structural and dynamic characteristics of inhibitors that could lead to resistance. We also suggest inhibitor modifications to improve resistance profiles based on the dynamic substrate envelope. This study provides a general framework for guiding the development of novel inhibitors that will be more robust against resistance by mimicking the static and dynamic binding characteristics of natural substrates.
耐药性是快速演变疾病治疗中的一个主要问题。病毒蛋白酶NS3/4A是丙型肝炎病毒(HCV)的主要药物靶点,已知其会因药物治疗而产生耐药性突变。在分子水平上,耐药性反映了NS3/4A分子识别平衡的细微变化;耐药蛋白酶变体不再被竞争性活性位点抑制剂有效抑制,但仍能以足够的效率处理天然底物以维持病毒存活。在之前的工作中,我们提出了“底物包膜”假说,该假说认为,如果抑制剂能更好地模拟天然底物的分子识别特征,那么它们对耐药性的敏感性应该更低。在这项工作中,我们对与NS3/4A结合的四种天然底物进行了分子动力学模拟,并发现了一个明显保守的动态底物包膜。我们表明,NS3/4A中最严重的耐药性突变发生在底物包膜之外的残基上。对三种NS3/4A抑制剂的比较分析揭示了可能导致耐药性的抑制剂的结构和动态特征。我们还基于动态底物包膜提出了抑制剂修饰方法以改善耐药性谱。这项研究提供了一个通用框架,用于指导新型抑制剂的开发,这些抑制剂通过模拟天然底物的静态和动态结合特征,将对耐药性更具抗性。