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1.
Semin Intervent Radiol ; 38(4): 425-431, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34629709

ABSTRACT

Radiation segmentectomy is an yttrium-90 transarterial radioembolization treatment where a high radiation dose is administered to a small volume of liver to achieve a high tumoricidal dose to a target with anatomic surgical precision while sparing surrounding parenchyma. This therapeutic modality is often used to treat hepatocellular carcinoma, and recent studies have demonstrated that radiation segmentectomy is an effective treatment as a neoadjuvant to transplant, resection, or as a standalone treatment. This article provides a review of radiation segmentectomy, indications for treatment, recent outcome data, and guidelines for postprocedural management.

2.
Chem Rev ; 121(6): 3238-3270, 2021 03 24.
Article in English | MEDLINE | ID: mdl-33410674

ABSTRACT

Drug resistance is prevalent across many diseases, rendering therapies ineffective with severe financial and health consequences. Rather than accepting resistance after the fact, proactive strategies need to be incorporated into the drug design and development process to minimize the impact of drug resistance. These strategies can be derived from our experience with viral disease targets where multiple generations of drugs had to be developed to combat resistance and avoid antiviral failure. Significant efforts including experimental and computational structural biology, medicinal chemistry, and machine learning have focused on understanding the mechanisms and structural basis of resistance against direct-acting antiviral (DAA) drugs. Integrated methods show promise for being predictive of resistance and potency. In this review, we give an overview of this research for human immunodeficiency virus type 1, hepatitis C virus, and influenza virus and the lessons learned from resistance mechanisms of DAAs. These lessons translate into rational strategies to avoid resistance in drug design, which can be generalized and applied beyond viral targets. While resistance may not be completely avoidable, rational drug design can and should incorporate strategies at the outset of drug development to decrease the prevalence of drug resistance.


Subject(s)
Antiviral Agents/chemistry , Enzyme Inhibitors/chemistry , Pharmaceutical Preparations/chemistry , Viral Proteins/chemistry , Virus Diseases/drug therapy , Antiviral Agents/metabolism , Antiviral Agents/pharmacology , Computational Biology , Drug Design , Drug Resistance, Viral , Enzyme Inhibitors/metabolism , Enzyme Inhibitors/pharmacology , HIV-1/drug effects , Hepacivirus/drug effects , Humans , Machine Learning , Mutation , Orthomyxoviridae/drug effects , Pharmaceutical Preparations/metabolism , Protein Binding , Signal Transduction , Structure-Activity Relationship
3.
Crit Rev Biochem Mol Biol ; 54(1): 11-26, 2019 02.
Article in English | MEDLINE | ID: mdl-30821513

ABSTRACT

Direct acting antivirals have dramatically increased the efficacy and tolerability of hepatitis C treatment, but drug resistance has emerged with some of these inhibitors, including nonstructural protein 3/4 A protease inhibitors (PIs). Although many co-crystal structures of PIs with the NS3/4A protease have been reported, a systematic review of these crystal structures in the context of the rapidly emerging drug resistance especially for early PIs has not been performed. To provide a framework for designing better inhibitors with higher barriers to resistance, we performed a quantitative structural analysis using co-crystal structures and models of HCV NS3/4A protease in complex with natural substrates and inhibitors. By comparing substrate structural motifs and active site interactions with inhibitor recognition, we observed that the selection of drug resistance mutations correlates with how inhibitors deviate from viral substrates in molecular recognition. Based on this observation, we conclude that guiding the design process with native substrate recognition features is likely to lead to more robust small molecule inhibitors with decreased susceptibility to resistance.


Subject(s)
Drug Resistance, Viral , Hepacivirus/drug effects , Hepatitis C/drug therapy , Protease Inhibitors/pharmacology , Viral Nonstructural Proteins/antagonists & inhibitors , Animals , Catalytic Domain/drug effects , Hepacivirus/metabolism , Hepatitis C/virology , Humans , Protease Inhibitors/chemistry , Protein Conformation/drug effects , Serine Proteases/chemistry , Serine Proteases/metabolism , Viral Nonstructural Proteins/chemistry , Viral Nonstructural Proteins/metabolism
4.
J Virol ; 93(2)2019 01 15.
Article in English | MEDLINE | ID: mdl-30381484

ABSTRACT

Influenza A virus (IAV), a major cause of human morbidity and mortality, continuously evolves in response to selective pressures. Stem-directed, broadly neutralizing antibodies (sBnAbs) targeting the influenza virus hemagglutinin (HA) are a promising therapeutic strategy, but neutralization escape mutants can develop. We used an integrated approach combining viral passaging, deep sequencing, and protein structural analyses to define escape mutations and mechanisms of neutralization escape in vitro for the F10 sBnAb. IAV was propagated with escalating concentrations of F10 over serial passages in cultured cells to select for escape mutations. Viral sequence analysis revealed three mutations in HA and one in neuraminidase (NA). Introduction of these specific mutations into IAV through reverse genetics confirmed their roles in resistance to F10. Structural analyses revealed that the selected HA mutations (S123G, N460S, and N203V) are away from the F10 epitope but may indirectly impact influenza virus receptor binding, endosomal fusion, or budding. The NA mutation E329K, which was previously identified to be associated with antibody escape, affects the active site of NA, highlighting the importance of the balance between HA and NA function for viral survival. Thus, whole-genome population sequencing enables the identification of viral resistance mutations responding to antibody-induced selective pressure.IMPORTANCE Influenza A virus is a public health threat for which currently available vaccines are not always effective. Broadly neutralizing antibodies that bind to the highly conserved stem region of the influenza virus hemagglutinin (HA) can neutralize many influenza virus strains. To understand how influenza virus can become resistant or escape such antibodies, we propagated influenza A virus in vitro with escalating concentrations of antibody and analyzed viral populations by whole-genome sequencing. We identified HA mutations near and distal to the antibody binding epitope that conferred resistance to antibody neutralization. Additionally, we identified a neuraminidase (NA) mutation that allowed the virus to grow in the presence of high concentrations of the antibody. Virus carrying dual mutations in HA and NA also grew under high antibody concentrations. We show that NA mutations mediate the escape of neutralization by antibodies against HA, highlighting the importance of a balance between HA and NA for optimal virus function.


Subject(s)
Drug Resistance, Viral , Hemagglutinin Glycoproteins, Influenza Virus/genetics , Influenza A Virus, H1N1 Subtype/genetics , Mutation , Neuraminidase/genetics , Animals , Antibodies, Neutralizing/pharmacology , Antibodies, Viral/pharmacology , Dogs , Hemagglutinin Glycoproteins, Influenza Virus/chemistry , Influenza A Virus, H1N1 Subtype/drug effects , Influenza Vaccines , Madin Darby Canine Kidney Cells , Models, Molecular , Neuraminidase/chemistry , Neutralization Tests , Reverse Genetics , Sequence Analysis, RNA , Viral Proteins/chemistry , Viral Proteins/genetics
5.
Cell Rep ; 21(11): 3243-3255, 2017 Dec 12.
Article in English | MEDLINE | ID: mdl-29241550

ABSTRACT

The heavy chain IGHV1-69 germline gene exhibits a high level of polymorphism and shows biased use in protective antibody (Ab) responses to infections and vaccines. It is also highly expressed in several B cell malignancies and autoimmune diseases. G6 is an anti-idiotypic monoclonal Ab that selectively binds to IGHV1-69 heavy chain germline gene 51p1 alleles that have been implicated in these Ab responses and disease processes. Here, we determine the co-crystal structure of humanized G6 (hG6.3) in complex with anti-influenza hemagglutinin stem-directed broadly neutralizing Ab D80. The core of the hG6.3 idiotope is a continuous string of CDR-H2 residues starting with M53 and ending with N58. G6 binding studies demonstrate the remarkable breadth of binding to 51p1 IGHV1-69 Abs with diverse CDR-H3, light chain, and antigen binding specificities. These studies detail the broad expression of the G6 cross-reactive idiotype (CRI) that further define its potential role in precision medicine.


Subject(s)
Antibodies, Anti-Idiotypic/chemistry , Antibodies, Monoclonal, Humanized/chemistry , Antibodies, Neutralizing/chemistry , Antibodies, Viral/chemistry , Hemagglutinin Glycoproteins, Influenza Virus/chemistry , Receptors, Antigen, B-Cell/chemistry , Amino Acid Sequence , Antibodies, Anti-Idiotypic/genetics , Antibodies, Anti-Idiotypic/immunology , Antibodies, Monoclonal, Humanized/genetics , Antibodies, Monoclonal, Humanized/immunology , Antibodies, Neutralizing/genetics , Antibodies, Neutralizing/immunology , Antibodies, Viral/genetics , Antibodies, Viral/immunology , Antibody Specificity , Binding Sites , Cloning, Molecular , Crystallography, X-Ray , Gene Expression , Hemagglutinin Glycoproteins, Influenza Virus/genetics , Hemagglutinin Glycoproteins, Influenza Virus/immunology , Humans , Models, Molecular , Orthomyxoviridae/chemistry , Protein Binding , Protein Interaction Domains and Motifs , Protein Structure, Secondary , Receptors, Antigen, B-Cell/genetics , Receptors, Antigen, B-Cell/immunology , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/immunology , Sequence Alignment , Sequence Homology, Amino Acid
6.
J Chem Theory Comput ; 12(12): 6098-6108, 2016 Dec 13.
Article in English | MEDLINE | ID: mdl-27951676

ABSTRACT

Neuraminidase (NA) inhibitors are used for the prevention and treatment of influenza A virus infections. Two subtypes of NA, N1 and N2, predominate in viruses that infect humans, but differential patterns of drug resistance have emerged in each subtype despite highly homologous active sites. To understand the molecular basis for the selection of these drug resistance mutations, structural and dynamic analyses on complexes of N1 and N2 NA with substrates and inhibitors were performed. Comparison of dynamic substrate and inhibitor envelopes and interactions at the active site revealed how differential patterns of drug resistance have emerged for specific drug resistance mutations, at residues I222, S246, and H274 in N1 and E119 in N2. Our results show that the differences in intermolecular interactions, especially van der Waals contacts, of the inhibitors versus substrates at the NA active site effectively explain the selection of resistance mutations in the two subtypes. Avoiding such contacts that render inhibitors vulnerable to resistance by better mimicking the dynamics and intermolecular interactions of substrates can lead to the development of novel inhibitors that avoid drug resistance in both subtypes.


Subject(s)
Enzyme Inhibitors/chemistry , Influenza A virus/enzymology , Neuraminidase/antagonists & inhibitors , Antiviral Agents/chemistry , Antiviral Agents/metabolism , Antiviral Agents/pharmacology , Binding Sites , Drug Resistance, Viral/drug effects , Enzyme Inhibitors/metabolism , Enzyme Inhibitors/pharmacology , Humans , Hydrogen Bonding , Influenza, Human/pathology , Influenza, Human/virology , Molecular Dynamics Simulation , Mutagenesis, Site-Directed , Neuraminidase/genetics , Neuraminidase/metabolism , Oseltamivir/chemistry , Oseltamivir/metabolism , Oseltamivir/pharmacology , Protein Binding , Protein Structure, Quaternary , Static Electricity , Substrate Specificity , Thermodynamics , Zanamivir/chemistry , Zanamivir/metabolism , Zanamivir/pharmacology
7.
ACS Infect Dis ; 2(10): 734-743, 2016 10 14.
Article in English | MEDLINE | ID: mdl-27657335

ABSTRACT

Dengue virus (DENV), transmitted predominantly in tropical and subtropical regions by the mosquito Aedes aegypti, infects millions of people and leads to dengue fever and thousands of deaths each year. There are no direct-acting antivirals to combat DENV, and molecular and structural knowledge is required to develop such compounds. The dengue NS2B/NS3 protease is a promising target for direct-acting antivirals, as viral polyprotein cleavage during replication is required for the maturation of the viral particle. The NS2B/NS3 protease processes 8 of the 13 viral polyprotein cleavage sites to allow viral maturation. Although these sites share little sequence homology beyond the P1 and P2 positions, most are well conserved among the serotypes. How the other substrate residues, especially at the P' side, affect substrate recognition remains unclear. We exploited the tight-binding general serine protease inhibitor aprotinin to investigate protease-substrate interactions at the molecular level. We engineered aprotinin's binding loop with sequences mimicking the P' side of DENV substrates. P' residues significantly modulate substrate affinity to protease, with inhibition constants varying from nanomolar to sub-millimolar. Structural and dynamic analysis revealed the molecular basis of this modulation and allowed identifying optimal residues for each of the P' positions. In addition, isothermal titration calorimetry showed binding to be solely entropy driven for all constructs. Potential flaviviral P' side inhibitors could benefit from mimicking the optimal residues at P' positions and incorporate hydrophobicity and rigidity to maintain entropic advantage for potency.


Subject(s)
Dengue Virus/enzymology , Dengue/virology , Polyproteins/metabolism , Serine Endopeptidases/chemistry , Viral Nonstructural Proteins/chemistry , Viral Nonstructural Proteins/metabolism , Binding Sites , Dengue Virus/chemistry , Dengue Virus/genetics , Humans , Polyproteins/chemistry , Polyproteins/genetics , Serine Endopeptidases/genetics , Serine Endopeptidases/metabolism , Substrate Specificity , Viral Nonstructural Proteins/genetics
8.
J Am Chem Soc ; 138(36): 11850-9, 2016 09 14.
Article in English | MEDLINE | ID: mdl-27512818

ABSTRACT

Hepatitis C virus (HCV), affecting an estimated 150 million people worldwide, is the leading cause of viral hepatitis, cirrhosis and hepatocellular carcinoma. HCV is genetically diverse with six genotypes (GTs) and multiple subtypes of different global distribution and prevalence. Recent development of direct-acting antivirals against HCV including NS3/4A protease inhibitors (PIs) has greatly improved treatment outcomes for GT-1. However, all current PIs exhibit significantly lower potency against GT-3. Lack of structural data on GT-3 protease has limited our ability to understand PI failure in GT-3. In this study the molecular basis for reduced potency of current inhibitors against GT-3 NS3/4A protease is elucidated with structure determination, molecular dynamics simulations and inhibition assays. A chimeric GT-1a3a NS3/4A protease amenable to crystallization was engineered to recapitulate decreased sensitivity of GT-3 protease to PIs. High-resolution crystal structures of this GT-1a3a bound to 3 PIs, asunaprevir, danoprevir and vaniprevir, had only subtle differences relative to GT-1 despite orders of magnitude loss in affinity. In contrast, hydrogen-bonding interactions within and with the protease active site and dynamic fluctuations of the PIs were drastically altered. The correlation between loss of intermolecular dynamics and inhibitor potency suggests a mechanism where polymorphisms between genotypes (or selected mutations) in the drug target confer resistance through altering the intermolecular dynamics of the protein-inhibitor complex.


Subject(s)
Drug Resistance, Viral/genetics , Genotype , Hepacivirus/drug effects , Hepacivirus/genetics , Viral Nonstructural Proteins/genetics , Catalytic Domain , Hepacivirus/enzymology , Molecular Dynamics Simulation , Protease Inhibitors/metabolism , Protease Inhibitors/pharmacology , Static Electricity , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Nonstructural Proteins/chemistry , Viral Nonstructural Proteins/metabolism
9.
ACS Chem Biol ; 11(4): 900-9, 2016 Apr 15.
Article in English | MEDLINE | ID: mdl-26682473

ABSTRACT

Recent advances in direct-acting antivirals against Hepatitis C Virus (HCV) have led to the development of potent inhibitors, including MK-5172, that target the viral NS3/4A protease with relatively low susceptibility to resistance. MK-5172 has a P2-P4 macrocycle and a unique binding mode among current protease inhibitors where the P2 quinoxaline packs against the catalytic residues H57 and D81. However, the effect of macrocyclization on this binding mode is not clear, as is the relation between macrocyclization, thermodynamic stabilization, and susceptibility to the resistance mutation A156T. We have determined high-resolution crystal structures of linear and P1-P3 macrocyclic analogs of MK-5172 bound to WT and A156T protease and compared these structures, their molecular dynamics, and experimental binding thermodynamics to the parent compound. We find that the "unique" binding mode of MK-5172 is conserved even when the P2-P4 macrocycle is removed or replaced with a P1-P3 macrocycle. While beneficial to decreasing the entropic penalty associated with binding, the constraint exerted by the P2-P4 macrocycle prevents efficient rearrangement to accommodate the A156T mutation, a deficit alleviated in the linear and P1-P3 analogs. Design of macrocyclic inhibitors against NS3/4A needs to achieve the best balance between exerting optimal conformational constraint for enhancing potency, fitting within the substrate envelope and allowing adaptability to be robust against resistance mutations.


Subject(s)
Antiviral Agents/pharmacology , Quinoxalines/pharmacology , Viral Nonstructural Proteins/antagonists & inhibitors , Amides , Antiviral Agents/chemistry , Carbamates , Cyclopropanes , Quinoxalines/chemistry , Sulfonamides , Thermodynamics
10.
J Mol Biol ; 428(3): 538-553, 2016 Feb 13.
Article in English | MEDLINE | ID: mdl-26656922

ABSTRACT

The therapeutic benefits of the neuraminidase (NA) inhibitor oseltamivir are dampened by the emergence of drug resistance mutations in influenza A virus (IAV). To investigate the mechanistic features that underlie resistance, we developed an approach to quantify the effects of all possible single-nucleotide substitutions introduced into important regions of NA. We determined the experimental fitness effects of 450 nucleotide mutations encoding positions both surrounding the active site and at more distant sites in an N1 strain of IAV in the presence and absence of oseltamivir. NA mutations previously known to confer oseltamivir resistance in N1 strains, including H275Y and N295S, were adaptive in the presence of drug, indicating that our experimental system captured salient features of real-world selection pressures acting on NA. We identified mutations, including several at position 223, that reduce the apparent affinity for oseltamivir in vitro. Position 223 of NA is located adjacent to a hydrophobic portion of oseltamivir that is chemically distinct from the substrate, making it a hotspot for substitutions that preferentially impact drug binding relative to substrate processing. Furthermore, two NA mutations, K221N and Y276F, each reduce susceptibility to oseltamivir by increasing NA activity without altering drug binding. These results indicate that competitive expansion of IAV in the face of drug pressure is mediated by a balance between inhibitor binding and substrate processing.


Subject(s)
Antiviral Agents/pharmacology , Drug Resistance, Viral , Influenza A virus/drug effects , Influenza, Human/drug therapy , Neuraminidase/genetics , Oseltamivir/pharmacology , Viral Proteins/genetics , Animals , Cell Line , Dogs , Enzyme Inhibitors/pharmacology , Humans , Influenza A virus/enzymology , Influenza A virus/genetics , Influenza, Human/virology , Models, Molecular , Neuraminidase/metabolism , Orthomyxoviridae Infections/drug therapy , Orthomyxoviridae Infections/virology , Point Mutation , Viral Proteins/metabolism
11.
J Am Chem Soc ; 136(34): 11956-63, 2014 Aug 27.
Article in English | MEDLINE | ID: mdl-25091085

ABSTRACT

HIV-1 protease inhibitors are part of the highly active antiretroviral therapy effectively used in the treatment of HIV infection and AIDS. Darunavir (DRV) is the most potent of these inhibitors, soliciting drug resistance only when a complex combination of mutations occur both inside and outside the protease active site. With few exceptions, the role of mutations outside the active site in conferring resistance remains largely elusive. Through a series of DRV-protease complex crystal structures, inhibition assays, and molecular dynamics simulations, we find that single and double site mutations outside the active site often associated with DRV resistance alter the structure and dynamic ensemble of HIV-1 protease active site. These alterations correlate with the observed inhibitor binding affinities for the mutants, and suggest a network hypothesis on how the effect of distal mutations are propagated to pivotal residues at the active site and may contribute to conferring drug resistance.


Subject(s)
Drug Resistance, Viral/genetics , HIV Protease Inhibitors/pharmacology , HIV Protease/chemistry , HIV-1/enzymology , Mutation , Sulfonamides/pharmacology , Binding Sites , Darunavir , HIV Protease/genetics , HIV Protease/metabolism , Models, Molecular , Protein Binding , Protein Conformation
12.
J Mol Diagn ; 10(3): 225-35, 2008 May.
Article in English | MEDLINE | ID: mdl-18403607

ABSTRACT

We describe the development of sequence-specific molecular beacons (dual-labeled DNA probes) for identification of the H5 influenza subtype, cleavage motif, and receptor specificity when hybridized directly with in vitro transcribed viral RNA (vRNA). The cloned hemagglutinin segment from a highly pathogenic H5N1 strain, A/Hanoi/30408/2005(H5N1), isolated from humans was used as template for in vitro transcription of sense-strand vRNA. The hybridization behavior of vRNA and a conserved subtype probe was characterized experimentally by varying conditions of time, temperature, and Mg2+ to optimize detection. Comparison of the hybridization rates of probe to DNA and RNA targets indicates that conformational switching of influenza RNA structure is a rate-limiting step and that the secondary structure of vRNA dominates the binding kinetics. The sensitivity and specificity of probe recognition of other H5 strains was calculated from sequence matches to the National Center for Biotechnology Information influenza database. The hybridization specificity of the subtype probes was experimentally verified with point mutations within the probe loop at five locations corresponding to the other human H5 strains. The abundance frequencies of the hemagglutinin cleavage motif and sialic acid recognition sequences were experimentally tested for H5 in all host viral species. Although the detection assay must be coupled with isothermal amplification on the chip, the new probes form the basis of a portable point-of-care diagnostic device for influenza subtyping.


Subject(s)
DNA Probes , Influenza A Virus, H5N1 Subtype/genetics , RNA, Viral , Animals , Base Sequence , DNA Probes/genetics , DNA Probes/metabolism , Humans , Hybridization, Genetic , Influenza, Human/virology , Molecular Sequence Data , RNA, Viral/genetics , RNA, Viral/metabolism , Thermodynamics
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