Evidence map›Paper›PMID 32234812›Full record

ArticlemBio2020

Avoiding Drug Resistance by Substrate Envelope-Guided Design: Toward Potent and Robust HCV NS3/4A Protease Inhibitors.

Ashley N Matthew, Jacqueto Zephyr, Desaboini Nageswara Rao, Mina Henes, Wasih Kamran, Klajdi Kosovrasti, Adam K Hedger, Gordon J Lockbaum, Jennifer Timm, Akbar Ali and 2 more

Open access · goldAbstract read
In one paragraph

Article in mBio, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
1.8field-weighted citation impact, top 14% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 26 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Viral proteases as therapeutic targets.Molecular aspects of medicine · 2022
    Review
  8. Article
  9. Article
  10. Article
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  12. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 1 institution in 1 country.

Ashley N Matthew *Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA.
Jacqueto Zephyr *Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA.
Desaboini Nageswara RaoDepartment of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA.
Mina HenesDepartment of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA.
Wasih KamranDepartment of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA.
Klajdi KosovrastiDepartment of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA.
Adam K HedgerDepartment of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA.
Gordon J LockbaumDepartment of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA.
Jennifer TimmDepartment of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA.
Akbar AliDepartment of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA.
Nese Kurt YilmazDepartment of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA Nese.KurtYilmaz@umassmed.edu Celia.Schiffer@umassmed.edu.
Celia A SchifferDepartment of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts, USA Nese.KurtYilmaz@umassmed.edu Celia.Schiffer@umassmed.edu.
University of Massachusetts Chan Medical School · US

Funding

Drug Resistance in HCV NS3/4A - Inhibitor binding versus substrate recognitionR01AI085051 · NIAID · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI SCHIFFER, CELIA A. · 2010 to 2019
$4.6M
HCV protease: from atomic mechanism for drug resistance to novel drug designF31GM103259 · NIGMS · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI SOUMANA, DJADE IBRAHIM · 2013 to 2015
$86k
Fragment-based drug design and substrate envelope model of the Zika virus proteaseF31GM131635 · NIGMS · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI ZEPHYR, JACQUETO · 2019 to 2021
$80k
Structure-based design of robust cross-genotypic NS3/4A protease inhibitors that avoid resistanceF31GM119345 · NIGMS · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI MATTHEW, ASHLEY NICOLE · 2016 to 2017
$64k
NIAID NIH HHS R01 AI085051NIGMS NIH HHS F31 GM103259NIGMS NIH HHS F31 GM119345NIGMS NIH HHS F31 GM131635
6 · The paper itself

Abstract

Hepatitis C virus (HCV) infects millions of people worldwide, causing chronic liver disease that can lead to cirrhosis, hepatocellular carcinoma, and liver transplant. In the last several years, the advent of direct-acting antivirals, including NS3/4A protease inhibitors (PIs), has remarkably improved treatment outcomes of HCV-infected patients. However, selection of resistance-associated substitutions and polymorphisms among genotypes can lead to drug resistance and in some cases treatment failure. A proactive strategy to combat resistance is to constrain PIs within evolutionarily conserved regions in the protease active site. Designing PIs using the substrate envelope is a rational strategy to decrease the susceptibility to resistance by using the constraints of substrate recognition. We successfully designed two series of HCV NS3/4A PIs to leverage unexploited areas in the substrate envelope to improve potency, specifically against resistance-associated substitutions at D168. Our design strategy achieved better resistance profiles over both the FDA-approved NS3/4A PI grazoprevir and the parent compound against the clinically relevant D168A substitution. Crystallographic structural analysis and inhibition assays confirmed that optimally filling the substrate envelope is critical to improve inhibitor potency while avoiding resistance. Specifically, inhibitors that enhanced hydrophobic packing in the S4 pocket and avoided an energetically frustrated pocket performed the best. Thus, the HCV substrate envelope proved to be a powerful tool to design robust PIs, offering a strategy that can be translated to other targets for rational design of inhibitors with improved potency and resistance profiles.

Indexed as

Drug DesignDrug Resistance, ViralAntiviral AgentsCatalytic DomainDEAD-box RNA HelicasesHumansMolecular Docking SimulationMolecular Dynamics SimulationMolecular StructureMutationNucleoside-TriphosphataseProtease InhibitorsSerine EndopeptidasesStructure-Activity RelationshipViral Nonstructural ProteinsViral ProteasesAntiviral AgentsDEAD-box RNA HelicasesNS3 protein, hepatitis C virusNucleoside-TriphosphataseProtease InhibitorsSerine EndopeptidasesViral Nonstructural ProteinsViral Proteasesdrug designdrug resistance mechanismshepatitis C virusstructural biologyX-ray crystallography

Identifiers

PMID32234812
PMCPMC7157764
OpenAlexW3014308339

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.