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A Quantitative High-Resolution Genetic Profile Rapidly Identifies Sequence Determinants of Hepatitis C Viral Fitness and Drug Sensitivity

Widely used chemical genetic screens have greatly facilitated the identification of many antiviral agents. However, the regions of interaction and inhibitory mechanisms of many therapeutic candidates have yet to be elucidated. Previous chemical screens identified Daclatasvir (BMS-790052) as a potent...

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Autores principales: Qi, Hangfei, Olson, C. Anders, Wu, Nicholas C., Ke, Ruian, Loverdo, Claude, Chu, Virginia, Truong, Shawna, Remenyi, Roland, Chen, Zugen, Du, Yushen, Su, Sheng-Yao, Al-Mawsawi, Laith Q., Wu, Ting-Ting, Chen, Shu-Hua, Lin, Chung-Yen, Zhong, Weidong, Lloyd-Smith, James O., Sun, Ren
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3983061/
https://www.ncbi.nlm.nih.gov/pubmed/24722365
http://dx.doi.org/10.1371/journal.ppat.1004064
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author Qi, Hangfei
Olson, C. Anders
Wu, Nicholas C.
Ke, Ruian
Loverdo, Claude
Chu, Virginia
Truong, Shawna
Remenyi, Roland
Chen, Zugen
Du, Yushen
Su, Sheng-Yao
Al-Mawsawi, Laith Q.
Wu, Ting-Ting
Chen, Shu-Hua
Lin, Chung-Yen
Zhong, Weidong
Lloyd-Smith, James O.
Sun, Ren
author_facet Qi, Hangfei
Olson, C. Anders
Wu, Nicholas C.
Ke, Ruian
Loverdo, Claude
Chu, Virginia
Truong, Shawna
Remenyi, Roland
Chen, Zugen
Du, Yushen
Su, Sheng-Yao
Al-Mawsawi, Laith Q.
Wu, Ting-Ting
Chen, Shu-Hua
Lin, Chung-Yen
Zhong, Weidong
Lloyd-Smith, James O.
Sun, Ren
author_sort Qi, Hangfei
collection PubMed
description Widely used chemical genetic screens have greatly facilitated the identification of many antiviral agents. However, the regions of interaction and inhibitory mechanisms of many therapeutic candidates have yet to be elucidated. Previous chemical screens identified Daclatasvir (BMS-790052) as a potent nonstructural protein 5A (NS5A) inhibitor for Hepatitis C virus (HCV) infection with an unclear inhibitory mechanism. Here we have developed a quantitative high-resolution genetic (qHRG) approach to systematically map the drug-protein interactions between Daclatasvir and NS5A and profile genetic barriers to Daclatasvir resistance. We implemented saturation mutagenesis in combination with next-generation sequencing technology to systematically quantify the effect of every possible amino acid substitution in the drug-targeted region (domain IA of NS5A) on replication fitness and sensitivity to Daclatasvir. This enabled determination of the residues governing drug-protein interactions. The relative fitness and drug sensitivity profiles also provide a comprehensive reference of the genetic barriers for all possible single amino acid changes during viral evolution, which we utilized to predict clinical outcomes using mathematical models. We envision that this high-resolution profiling methodology will be useful for next-generation drug development to select drugs with higher fitness costs to resistance, and also for informing the rational use of drugs based on viral variant spectra from patients.
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spelling pubmed-39830612014-04-15 A Quantitative High-Resolution Genetic Profile Rapidly Identifies Sequence Determinants of Hepatitis C Viral Fitness and Drug Sensitivity Qi, Hangfei Olson, C. Anders Wu, Nicholas C. Ke, Ruian Loverdo, Claude Chu, Virginia Truong, Shawna Remenyi, Roland Chen, Zugen Du, Yushen Su, Sheng-Yao Al-Mawsawi, Laith Q. Wu, Ting-Ting Chen, Shu-Hua Lin, Chung-Yen Zhong, Weidong Lloyd-Smith, James O. Sun, Ren PLoS Pathog Research Article Widely used chemical genetic screens have greatly facilitated the identification of many antiviral agents. However, the regions of interaction and inhibitory mechanisms of many therapeutic candidates have yet to be elucidated. Previous chemical screens identified Daclatasvir (BMS-790052) as a potent nonstructural protein 5A (NS5A) inhibitor for Hepatitis C virus (HCV) infection with an unclear inhibitory mechanism. Here we have developed a quantitative high-resolution genetic (qHRG) approach to systematically map the drug-protein interactions between Daclatasvir and NS5A and profile genetic barriers to Daclatasvir resistance. We implemented saturation mutagenesis in combination with next-generation sequencing technology to systematically quantify the effect of every possible amino acid substitution in the drug-targeted region (domain IA of NS5A) on replication fitness and sensitivity to Daclatasvir. This enabled determination of the residues governing drug-protein interactions. The relative fitness and drug sensitivity profiles also provide a comprehensive reference of the genetic barriers for all possible single amino acid changes during viral evolution, which we utilized to predict clinical outcomes using mathematical models. We envision that this high-resolution profiling methodology will be useful for next-generation drug development to select drugs with higher fitness costs to resistance, and also for informing the rational use of drugs based on viral variant spectra from patients. Public Library of Science 2014-04-10 /pmc/articles/PMC3983061/ /pubmed/24722365 http://dx.doi.org/10.1371/journal.ppat.1004064 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
spellingShingle Research Article
Qi, Hangfei
Olson, C. Anders
Wu, Nicholas C.
Ke, Ruian
Loverdo, Claude
Chu, Virginia
Truong, Shawna
Remenyi, Roland
Chen, Zugen
Du, Yushen
Su, Sheng-Yao
Al-Mawsawi, Laith Q.
Wu, Ting-Ting
Chen, Shu-Hua
Lin, Chung-Yen
Zhong, Weidong
Lloyd-Smith, James O.
Sun, Ren
A Quantitative High-Resolution Genetic Profile Rapidly Identifies Sequence Determinants of Hepatitis C Viral Fitness and Drug Sensitivity
title A Quantitative High-Resolution Genetic Profile Rapidly Identifies Sequence Determinants of Hepatitis C Viral Fitness and Drug Sensitivity
title_full A Quantitative High-Resolution Genetic Profile Rapidly Identifies Sequence Determinants of Hepatitis C Viral Fitness and Drug Sensitivity
title_fullStr A Quantitative High-Resolution Genetic Profile Rapidly Identifies Sequence Determinants of Hepatitis C Viral Fitness and Drug Sensitivity
title_full_unstemmed A Quantitative High-Resolution Genetic Profile Rapidly Identifies Sequence Determinants of Hepatitis C Viral Fitness and Drug Sensitivity
title_short A Quantitative High-Resolution Genetic Profile Rapidly Identifies Sequence Determinants of Hepatitis C Viral Fitness and Drug Sensitivity
title_sort quantitative high-resolution genetic profile rapidly identifies sequence determinants of hepatitis c viral fitness and drug sensitivity
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3983061/
https://www.ncbi.nlm.nih.gov/pubmed/24722365
http://dx.doi.org/10.1371/journal.ppat.1004064
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