The Structural Basis for the Interdependence of Drug Resistance in the HIV-1 Protease
Authors
Ragland, Debra A.Faculty Advisor
Celia Schiffer, PhDAcademic Program
Interdisciplinary Graduate ProgramUMass Chan Affiliations
Biochemistry and Molecular PharmacologyDocument Type
Doctoral DissertationPublication Date
2016-12-13Keywords
HIV-1Protease
Drug Resistance
Compensatory Mutations
Accessory Mutations
Secondary Mutations
Peripheral Mutations
AIDS
Computational Biology
Statistics
Machine Learning
Molecular Dynamics Simulations
Crystallography
Algebra
Applied Statistics
Biochemistry
Biophysics
Biostatistics
Statistical Theory
Structural Biology
Theory and Algorithms
Metadata
Show full item recordAbstract
The human immunodeficiency virus type 1 (HIV-1) protease (PR) is a critical drug target as it is responsible for virion maturation. Mutations within the active site (1°) of the PR directly interfere with inhibitor binding while mutations distal to the active site (2°) to restore enzymatic fitness. Increasing mutation number is not directly proportional to the severity of resistance, suggesting that resistance is not simply additive but that it is interdependent. The interdependency of both primary and secondary mutations to drive protease inhibitor (PI) resistance is grossly understudied. To structurally and dynamically characterize the direct role of secondary mutations in drug resistance, I selected a panel of single-site mutant protease crystal structures complexed with the PI darunavir (DRV). From these studies, I developed a network hypothesis that explains how mutations outside the active site are able to perpetuate changes to the active site of the protease to disrupt inhibitor binding. I then expanded the panel to include highly mutated multi-drug resistant variants. To elucidate the interdependency between primary and secondary mutations I used statistical and machine-learning techniques to determine which specific mutations underlie the perturbations of key inter-molecular interactions. From these studies, I have determined that mutations distal to the active site are able to perturb the global PR hydrogen bonding patterns, while primary and secondary mutations cooperatively perturb hydrophobic contacts between the PR and DRV. Discerning and exploiting the mechanisms that underlie drug resistance in viral targets could proactively ameliorate both current treatment and inhibitor design for HIV-1 targets.DOI
10.13028/M2VC7BPermanent Link to this Item
http://hdl.handle.net/20.500.14038/32255Rights
Copyright is held by the author, with all rights reserved.ae974a485f413a2113503eed53cd6c53
10.13028/M2VC7B