Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1782311252101431296 |
---|---|
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. |
format | Online Article Text |
id | pubmed-3983061 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT qihangfei aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT olsoncanders aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT wunicholasc aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT keruian aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT loverdoclaude aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT chuvirginia aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT truongshawna aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT remenyiroland aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT chenzugen aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT duyushen aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT sushengyao aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT almawsawilaithq aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT wutingting aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT chenshuhua aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT linchungyen aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT zhongweidong aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT lloydsmithjameso aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT sunren aquantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT qihangfei quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT olsoncanders quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT wunicholasc quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT keruian quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT loverdoclaude quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT chuvirginia quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT truongshawna quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT remenyiroland quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT chenzugen quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT duyushen quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT sushengyao quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT almawsawilaithq quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT wutingting quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT chenshuhua quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT linchungyen quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT zhongweidong quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT lloydsmithjameso quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity AT sunren quantitativehighresolutiongeneticprofilerapidlyidentifiessequencedeterminantsofhepatitiscviralfitnessanddrugsensitivity |