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 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.

[1]  Alan S. Perelson,et al.  Hepatitis C Viral Dynamics in Vivo and the Antiviral Efficacy of Interferon-α Therapy , 1998 .

[2]  J. Silver,et al.  Replication of Subgenomic Hepatitis C Virus Rnas in a Hepatoma Cell Line , 1999 .

[3]  S. Elena,et al.  The evolution of RNA viruses: A population genetics view. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[4]  C. Rice,et al.  Efficient initiation of HCV RNA replication in cell culture. , 2000, Science.

[5]  M. Sudol,et al.  The importance of being proline: the interaction of proline‐rich motifs in signaling proteins with their cognate domains , 2000, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[6]  H. Hotta,et al.  Nuclear localization and intramolecular cleavage of N-terminally deleted NS5A protein of hepatitis C virus. , 2000, Virus research.

[7]  F. Penin,et al.  An Aminoterminal Amphipathic-Helix Mediates Membrane Association of the Hepatitis C Virus Nonstructural Protein 5 A , 2001 .

[8]  C. Rice,et al.  Amphipathic Helix-Dependent Localization of NS5A Mediates Hepatitis C Virus RNA Replication , 2003, Journal of Virology.

[9]  D. Andersson,et al.  Adaptation to the deleterious effects of antimicrobial drug resistance mutations by compensatory evolution. , 2004, Research in microbiology.

[10]  Volker Brass,et al.  Structure and Function of the Membrane Anchor Domain of Hepatitis C Virus Nonstructural Protein 5A* , 2004, Journal of Biological Chemistry.

[11]  D. Burton,et al.  Robust hepatitis C virus infection in vitro. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[12]  J. Hoofnagle,et al.  Mechanism of action of interferon and ribavirin in treatment of hepatitis C , 2005, Nature.

[13]  C. Rice,et al.  Structure of the zinc-binding domain of an essential component of the hepatitis C virus replicase , 2005, Nature.

[14]  J. Arnold,et al.  Hepatitis C Virus Nonstructural Protein 5A (NS5A) Is an RNA-binding Protein* , 2005, Journal of Biological Chemistry.

[15]  R. Bartenschlager,et al.  Production of infectious hepatitis C virus in tissue culture from a cloned viral genome , 2005, Nature Medicine.

[16]  Toshiaki Maruyama,et al.  Complete Replication of Hepatitis C Virus in Cell Culture , 2005, Science.

[17]  Christopher T. Jones,et al.  Hepatitis C Virus p7 and NS2 Proteins Are Essential for Production of Infectious Virus , 2007, Journal of Virology.

[18]  Curtis W. Frank,et al.  Binding Dynamics of Hepatitis C Virus' NS5A Amphipathic Peptide to Cell and Model Membranes , 2007, Journal of Virology.

[19]  C. Rice,et al.  Studying Hepatitis C Virus: Making the Best of a Bad Virus , 2007, Journal of Virology.

[20]  M. Ghany,et al.  Diagnosis, management, and treatment of hepatitis C: An update , 2009, Hepatology.

[21]  N. Meanwell,et al.  Identification of Hepatitis C Virus NS5A Inhibitors , 2009, Journal of Virology.

[22]  N. Heaton,et al.  Roles for endocytic trafficking and phosphatidylinositol 4-kinase III alpha in hepatitis C virus replication , 2009, Proceedings of the National Academy of Sciences.

[23]  M. Hickey,et al.  Crystal Structure of a Novel Dimeric Form of NS5A Domain I Protein from Hepatitis C Virus , 2009, Journal of Virology.

[24]  D. Baker,et al.  High Resolution Mapping of Protein Sequence–Function Relationships , 2010, Nature Methods.

[25]  Alan S. Perelson,et al.  Rapid Emergence of Protease Inhibitor Resistance in Hepatitis C Virus , 2010, Science Translational Medicine.

[26]  Min Gao,et al.  Resistance Analysis of the Hepatitis C Virus NS5A Inhibitor BMS-790052 in an In Vitro Replicon System , 2010, Antimicrobial Agents and Chemotherapy.

[27]  C. Cameron,et al.  Hepatitis C Virus Nonstructural Protein 5A: Biochemical Characterization of a Novel Structural Class of RNA-Binding Proteins , 2010, Journal of Virology.

[28]  Min Gao,et al.  Chemical genetics strategy identifies an HCV NS5A inhibitor with a potent clinical effect , 2010, Nature.

[29]  N. Stonehouse,et al.  All Three Domains of the Hepatitis C Virus Nonstructural NS5A Protein Contribute to RNA Binding , 2010, Journal of Virology.

[30]  S. Locarnini,et al.  Resistance to anti-HCV protease inhibitors. , 2011, Current opinion in virology.

[31]  Y. Lim,et al.  Hepatitis C Virus NS5A Protein Interacts with Phosphatidylinositol 4-Kinase Type IIIα and Regulates Viral Propagation* , 2011, The Journal of Biological Chemistry.

[32]  Xin Huang,et al.  Genotypic and phenotypic analysis of variants resistant to hepatitis C virus nonstructural protein 5A replication complex inhibitor BMS‐790052 in Humans: In Vitro and In Vivo Correlations , 2011, Hepatology.

[33]  Thomas Lengauer,et al.  Recruitment and activation of a lipid kinase by hepatitis C virus NS5A is essential for integrity of the membranous replication compartment. , 2011, Cell host & microbe.

[34]  M. Elazar,et al.  The hepatitis C virus NS5A inhibitor (BMS-790052) alters the subcellular localization of the NS5A non-structural viral protein. , 2011, Virology.

[35]  A. Sharma Antimicrobial resistance: no action today, no cure tomorrow. , 2011, Indian journal of medical microbiology.

[36]  Margaret Robinson,et al.  Preexisting drug-resistance mutations reveal unique barriers to resistance for distinct antivirals , 2011, Proceedings of the National Academy of Sciences.

[37]  Geoffrey Dusheiko,et al.  Telaprevir for previously untreated chronic hepatitis C virus infection. , 2011, The New England journal of medicine.

[38]  Lingling Jia,et al.  In Vitro Activity of BMS-790052 on Hepatitis C Virus Genotype 4 NS5A , 2011, Antimicrobial Agents and Chemotherapy.

[39]  A. Tai,et al.  The Role of the Phosphatidylinositol 4-Kinase PI4KA in Hepatitis C Virus-Induced Host Membrane Rearrangement , 2011, PloS one.

[40]  Sprint Investigators,et al.  Boceprevir for Untreated Chronic HCV Genotype 1 Infection , 2011 .

[41]  G. Randall,et al.  Hepatitis C Virus Stimulates the Phosphatidylinositol 4-Kinase III Alpha-Dependent Phosphatidylinositol 4-Phosphate Production That Is Essential for Its Replication , 2011, Journal of Virology.

[42]  M. Manns,et al.  Boceprevir for untreated chronic HCV genotype 1 infection. , 2011, The New England journal of medicine.

[43]  J. Bukh,et al.  Recombinant HCV variants with NS5A from genotypes 1-7 have different sensitivities to an NS5A inhibitor but not interferon-α. , 2011, Gastroenterology.

[44]  Min Gao,et al.  Multiple ascending dose study of BMS‐790052, a nonstructural protein 5A replication complex inhibitor, in patients infected with hepatitis C virus genotype 1 , 2011, Hepatology.

[45]  Nicholas C. Wu,et al.  Systematic Identification of H274Y Compensatory Mutations in Influenza A Virus Neuraminidase by High-Throughput Screening , 2012, Journal of Virology.

[46]  Lingling Jia,et al.  Hepatitis C Virus RNA Elimination and Development of Resistance in Replicon Cells Treated with BMS-790052 , 2012, Antimicrobial Agents and Chemotherapy.

[47]  P. Targett-Adams,et al.  Small molecule inhibitors of the hepatitis C virus-encoded NS5A protein. , 2012, Virus research.

[48]  Ulysses Diva,et al.  Daclatasvir for previously untreated chronic hepatitis C genotype-1 infection: a randomised, parallel-group, double-blind, placebo-controlled, dose-finding, phase 2a trial. , 2012, The Lancet. Infectious diseases.

[49]  Anna Persson,et al.  Preliminary study of two antiviral agents for hepatitis C genotype 1. , 2012, The New England journal of medicine.

[50]  Alan S. Perelson,et al.  Quantifying the Diversification of Hepatitis C Virus (HCV) during Primary Infection: Estimates of the In Vivo Mutation Rate , 2012, PLoS pathogens.

[51]  E. Clercq The race for interferon‐free HCV therapies: a snapshot by the spring of 2012 , 2012 .

[52]  E. De Clercq The race for interferon‐free HCV therapies: a snapshot by the spring of 2012 , 2012, Reviews in medical virology.

[53]  A. Lok,et al.  1417 SUSTAINED VIROLOGIC RESPONSE WITH DACLATASVIR PLUS SOFOSBUVIR ± RIBAVIRIN (RBV) IN CHRONIC HCV GENOTYPE (GT) 1-INFECTED PATIENTS WHO PREVIOUSLY FAILED TELAPREVIR (TVR) OR BOCEPREVIR (BOC) , 2013 .

[54]  M. Sternberg,et al.  Polyproline-II helix in proteins: structure and function. , 2013, Journal of molecular biology.

[55]  Libin Rong,et al.  Modeling shows that the NS5A inhibitor daclatasvir has two modes of action and yields a shorter estimate of the hepatitis C virus half-life , 2013, Proceedings of the National Academy of Sciences.

[56]  Alan S. Perelson,et al.  Analysis of Hepatitis C Virus Decline during Treatment with the Protease Inhibitor Danoprevir Using a Multiscale Model , 2013, PLoS Comput. Biol..

[57]  M. Manns,et al.  Novel therapies for hepatitis C — one pill fits all? , 2013, Nature Reviews Drug Discovery.

[58]  M. Gao,et al.  Persistence of Resistant Variants in Hepatitis C Virus-Infected Patients Treated with the NS5A Replication Complex Inhibitor Daclatasvir , 2013, Antimicrobial Agents and Chemotherapy.

[59]  R. Bartenschlager,et al.  The Lipid Kinase Phosphatidylinositol-4 Kinase III Alpha Regulates the Phosphorylation Status of Hepatitis C Virus NS5A , 2013, PLoS pathogens.

[60]  F. Penin,et al.  Hepatitis C virus proteins: from structure to function. , 2013, Current topics in microbiology and immunology.

[61]  C. Rice,et al.  Understanding the hepatitis C virus life cycle paves the way for highly effective therapies , 2013, Nature Medicine.

[62]  R. Bartenschlager Hepatitis C Virus: From Molecular Virology to Antiviral Therapy , 2013 .

[63]  R. De Francesco,et al.  New horizons in hepatitis C antiviral therapy with direct‐acting antivirals , 2013, Hepatology.

[64]  James O Lloyd-Smith,et al.  Modelling clinical data shows active tissue concentration of daclatasvir is 10-fold lower than its plasma concentration. , 2014, The Journal of antimicrobial chemotherapy.