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Bonavita CM, Wells HL, Anthony SJ. Cellular dynamics shape recombination frequency in coronaviruses. PLoS Pathog 2024; 20:e1012596. [PMID: 39331680 PMCID: PMC11463787 DOI: 10.1371/journal.ppat.1012596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 10/09/2024] [Accepted: 09/16/2024] [Indexed: 09/29/2024] Open
Abstract
Coronavirus genomes have evolutionary histories shaped extensively by recombination. Yet, how often recombination occurs at a cellular level, or the factors that regulate recombination rates, are poorly understood. Utilizing experimental co-infections with pairs of genetically distinct coronaviruses, we found that recombination is both frequent and rare during coinfection. Recombination occurred in every instance of co-infection yet resulted in relatively few recombinant RNAs. By integrating a discrete-time Susceptible-Infected-Removed (SIR) model, we found that rates of recombination are determined primarily by rates of cellular co-infection, rather than other possible barriers such as RNA compartmentalization. By staggering the order and timing of infection with each virus we also found that rates of co-infection are themselves heavily influenced by genetic and ecological mechanisms, including superinfection exclusion and the relative fitness of competing viruses. Our study highlights recombination as a potent yet regulated force: frequent enough to ensure a steady influx of genetic variation but also infrequent enough to maintain genomic integrity. As recombination is thought to be an important driver of host-switching and disease emergence, our study provides new insights into the factors that regulate coronavirus recombination and evolution more broadly.
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Affiliation(s)
- Cassandra M. Bonavita
- Department of Pathology, Microbiology, and Immunology, University of California Davis School of Veterinary Medicine, Davis, California, United States of America
| | - Heather L. Wells
- Department of Pathology, Microbiology, and Immunology, University of California Davis School of Veterinary Medicine, Davis, California, United States of America
| | - Simon J. Anthony
- Department of Pathology, Microbiology, and Immunology, University of California Davis School of Veterinary Medicine, Davis, California, United States of America
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2
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Lamothe G, Carbonneau J, Joly Beauparlant C, Vincent T, Quessy P, Guedon A, Kobinger G, Lemay JF, Boivin G, Droit A, Turgeon N, Tremblay JP. Rapid and Technically Simple Detection of SARS-CoV-2 Variants Using CRISPR Cas12 and Cas13. CRISPR J 2023; 6:369-385. [PMID: 37347931 DOI: 10.1089/crispr.2023.0007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/24/2023] Open
Abstract
The worldwide proliferation of the SARS-CoV-2 virus in the past 3 years has allowed the virus to accumulate numerous mutations. Dangerous lineages have emerged one after another, each leading to a new wave of the pandemic. In this study, we have developed the THRASOS pipeline to rapidly discover lineage-specific mutation signatures and thus advise the development of Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)-based diagnostic tests. We also optimized a strategy to modify loop-mediated isothermal amplification amplicons for downstream use with Cas12 and Cas13 for future multiplexing. The close ancestry of the BA.1 and BA.2 variants of SARS-CoV-2 (Omicron) made these excellent candidates for the development of a first test using this workflow. With a quick turnaround time and low requirements for laboratory equipment, the test we have created is ideally suited for settings such as mobile clinics lacking equipment such as Next-Generation Sequencers or Sanger Sequencers and the personnel to run these devices.
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Affiliation(s)
- Gabriel Lamothe
- Centre de recherche du CHU de Québec, Québec, Québec, Canada; Québec, Québec, Canada
- Department of Molecular Medicine, Faculty of Medicine, Laval University, Québec, Québec, Canada; Québec, Québec, Canada
| | - Julie Carbonneau
- Centre de recherche du CHU de Québec, Québec, Québec, Canada; Québec, Québec, Canada
- Infectiology Research Center, CHU de Québec-Université Laval, Québec, Québec, Canada; Québec, Québec, Canada
- Department of Pediatrics, Faculty of Medicine, Université Laval, Québec, Québec, Canada; Québec, Québec, Canada
| | - Charles Joly Beauparlant
- Centre de recherche du CHU de Québec, Québec, Québec, Canada; Québec, Québec, Canada
- Department of Molecular Medicine, Faculty of Medicine, Laval University, Québec, Québec, Canada; Québec, Québec, Canada
| | - Thierry Vincent
- Centre de Recherche sur la fonction, la structure et l'ingénierie des protéines, Québec, Québec, Canada; Québec, Québec, Canada
- Département de Génie chimique, Faculté des Sciences, Université Laval, Québec, Québec, Canada; Québec, Québec, Canada
| | - Patrik Quessy
- CNETE, Shawinigan, Québec, Canada; Québec, Québec, Canada
- PROTEO, Québec, Québec, Canada; Québec, Québec, Canada
| | - Anthony Guedon
- CNETE, Shawinigan, Québec, Canada; Québec, Québec, Canada
- PROTEO, Québec, Québec, Canada; Québec, Québec, Canada
| | - Gary Kobinger
- Galveston National Laboratory, University of Texas Medical Branch, Galveston, Texas, USA; and Québec, Québec, Canada
| | - Jean-Francois Lemay
- CNETE, Shawinigan, Québec, Canada; Québec, Québec, Canada
- PROTEO, Québec, Québec, Canada; Québec, Québec, Canada
| | - Guy Boivin
- Centre de recherche du CHU de Québec, Québec, Québec, Canada; Québec, Québec, Canada
- Infectiology Research Center, CHU de Québec-Université Laval, Québec, Québec, Canada; Québec, Québec, Canada
- Department of Pediatrics, Faculty of Medicine, Université Laval, Québec, Québec, Canada; Québec, Québec, Canada
| | - Arnaud Droit
- Centre de recherche du CHU de Québec, Québec, Québec, Canada; Québec, Québec, Canada
- Department of Molecular Medicine, Faculty of Medicine, Laval University, Québec, Québec, Canada; Québec, Québec, Canada
| | - Nathalie Turgeon
- Centre de recherche du CHU de Québec, Québec, Québec, Canada; Québec, Québec, Canada
- Institut Universitaire de Cardiologie et de Pneumologie de Québec, Québec, Québec, Canada
| | - Jacques P Tremblay
- Centre de recherche du CHU de Québec, Québec, Québec, Canada; Québec, Québec, Canada
- Department of Molecular Medicine, Faculty of Medicine, Laval University, Québec, Québec, Canada; Québec, Québec, Canada
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3
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Berno G, Fabeni L, Matusali G, Gruber CEM, Rueca M, Giombini E, Garbuglia AR. SARS-CoV-2 Variants Identification: Overview of Molecular Existing Methods. Pathogens 2022; 11:1058. [PMID: 36145490 PMCID: PMC9504725 DOI: 10.3390/pathogens11091058] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 08/30/2022] [Accepted: 09/13/2022] [Indexed: 11/16/2022] Open
Abstract
Since the beginning of COVID-19 pandemic the Real Time sharing of genome sequences of circulating virus supported the diagnostics and surveillance of SARS-CoV-2 and its transmission dynamics. SARS-CoV-2 straightaway showed its tendency to mutate and adapt to the host, culminating in the emergence of variants; so it immediately became of crucial importance to be able to detect them quickly but also to be able to monitor in depth the changes on the whole genome to early identify the new possibly emerging variants. In this scenario, this manuscript aims to provide an overview of the existing methods for the identification of SARS-CoV-2 variants (from rapid method based on identification of one or more specific mutations to Whole Genome sequencing approach-WGS), taking into account limitations, advantages and applications of them in the field of diagnosis and surveillance of SARS-CoV-2.
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Affiliation(s)
| | | | | | | | | | | | - Anna Rosa Garbuglia
- Laboratory of Virology, National Institute for Infectious Diseases “Lazzaro Spallanzani” (IRCCS), 00149 Rome, Italy
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4
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Oberemok VV, Puzanova YV, Kubyshkin AV, Kamenetsky-Goldstein R. Top Three Strategies of ss(+)RNA Plant Viruses: Great Opportunists and Ecosystem Tuners with a Small Genome. Viruses 2021; 13:v13112304. [PMID: 34835110 PMCID: PMC8620770 DOI: 10.3390/v13112304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 11/08/2021] [Accepted: 11/16/2021] [Indexed: 11/16/2022] Open
Abstract
ss(+)RNA viruses represent the dominant group of plant viruses. They owe their evolutionary superiority to the large number of mutations that occur during replication, courtesy of RNA-dependent RNA polymerase. Natural selection rewards successful viral subtypes, whose effective tuning of the ecosystem regulates the interactions between its participants. Thus, ss(+)RNA viruses act as shuttles for the functionally important genes of the participants in symbiotic relationships within the ecosystem, of which the most common ecological triad is “plant–virus–insect”. Due to their short life cycle and large number of offspring, RNA viruses act as skillful tuners of the ecosystem, which benefits both viruses and the system as a whole. A fundamental understanding of this aspect of the role played by viruses in the ecosystem makes it possible to apply this knowledge to the creation of DNA insecticides. In fact, since the genes that viruses are involved in transferring are functionally important for both insects and plants, silencing these genes (for example, in insects) can be used to regulate the pest population. RNA viruses are increasingly treated not as micropathogens but as necessary regulators of ecosystem balance.
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Affiliation(s)
- Volodymyr V. Oberemok
- Molecular Genetics and Biotechnologies Lab, V.I. Vernadsky Crimean Federal University, Simferopol 295007, Russia;
- Laboratory of Entomology and Phytopathology, Nikitsky Botanical Garden, National Scientific Centre, Russian Academy of Sciences, Yalta 298648, Russia
| | - Yelizaveta V. Puzanova
- Molecular Genetics and Biotechnologies Lab, V.I. Vernadsky Crimean Federal University, Simferopol 295007, Russia;
- Correspondence: ; Tel.: +7-(978)-500-67-58
| | - Anatoly V. Kubyshkin
- Department of General and Clinical Pathophysiology, V.I. Vernadsky Crimean Federal University, Simferopol 295006, Russia;
| | - Rina Kamenetsky-Goldstein
- Institute of Plant Sciences, Agricultural Research Organization, The Volcani Center, Rishon LeZion 7505101, Israel;
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Vale FF, Vítor JMB, Marques AT, Azevedo-Pereira JM, Anes E, Goncalves J. Origin, phylogeny, variability and epitope conservation of SARS-CoV-2 worldwide. Virus Res 2021; 304:198526. [PMID: 34339772 PMCID: PMC8323504 DOI: 10.1016/j.virusres.2021.198526] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 06/30/2021] [Accepted: 07/26/2021] [Indexed: 12/23/2022]
Abstract
The coronavirus disease 2019 (COVID-19) pandemic caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) poses innumerous challenges, like understanding what triggered the emergence of this new human virus, how this RNA virus is evolving or how the variability of viral genome may impact the primary structure of proteins that are targets for vaccine. We analyzed 19471 SARS-CoV-2 genomes available at the GISAID database from all over the world and 3335 genomes of other Coronoviridae family members available at GenBank, collecting SARS-CoV-2 high-quality genomes and distinct Coronoviridae family genomes. Additionally, we analyzed 199,984 spike glycoprotein sequences. Here, we identify a SARS-CoV-2 emerging cluster containing 13 closely related genomes isolated from bat and pangolin that showed evidence of recombination, which may have contributed to the emergence of SARS-CoV-2. The analyzed SARS-CoV-2 genomes presented 9632 single nucleotide variants (SNVs) corresponding to a variant density of 0.3 over the genome, and a clear geographic distribution. SNVs are unevenly distributed throughout the genome and hotspots for mutations were found for the spike gene and ORF 1ab. We describe a set of predicted spike protein epitopes whose variability is negligible. Additionally, all predicted epitopes for the structural E, M and N proteins are highly conserved. The amino acid changes present in the spike glycoprotein of variables of concern (VOCs) comprise between 3.4% and 20.7% of the predicted epitopes of this protein. These results favors the continuous efficacy of the available vaccines targeting the spike protein, and other structural proteins. Multiple epitopes vaccines should sustain vaccine efficacy since at least some of the epitopes present in variability regions of VOCs are conserved and thus recognizable by antibodies.
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Affiliation(s)
- Filipa F Vale
- Pathogen Genome Bioinformatics and Computational Biology, Research Institute for Medicines (iMed-ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Lisboa 1649-003, Portugal.
| | - Jorge M B Vítor
- Pathogen Genome Bioinformatics and Computational Biology, Research Institute for Medicines (iMed-ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Lisboa 1649-003, Portugal; Pharmacy, Pharmacology and Health Technologies Department, Faculty of Pharmacy, Universidade de Lisboa, Lisbon 1649-003, Portugal
| | - Andreia T Marques
- Pathogen Genome Bioinformatics and Computational Biology, Research Institute for Medicines (iMed-ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Lisboa 1649-003, Portugal
| | - José Miguel Azevedo-Pereira
- Host-Pathogen Interactions Unit, Research Institute for Medicines (iMed-ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Lisboa 1649-003, Portugal
| | - Elsa Anes
- Host-Pathogen Interactions Unit, Research Institute for Medicines (iMed-ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Lisboa 1649-003, Portugal
| | - Joao Goncalves
- Molecular Microbiology and Biotechnology Department, Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Prof. Gama Pinto, Lisbon 1649-003, Portugal
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6
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Kaur N, Singh R, Dar Z, Bijarnia RK, Dhingra N, Kaur T. Genetic comparison among various coronavirus strains for the identification of potential vaccine targets of SARS-CoV2. INFECTION, GENETICS AND EVOLUTION : JOURNAL OF MOLECULAR EPIDEMIOLOGY AND EVOLUTIONARY GENETICS IN INFECTIOUS DISEASES 2021; 89:104490. [PMID: 32745811 PMCID: PMC7395230 DOI: 10.1016/j.meegid.2020.104490] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 07/10/2020] [Accepted: 07/29/2020] [Indexed: 02/07/2023]
Abstract
On-going pandemic pneumonia outbreak COVID-19 has raised an urgent public health issue worldwide impacting millions of people with a continuous increase in both morbidity and mortality. The causative agent of this disease is identified and named as SARS-CoV2 because of its genetic relatedness to SARS-CoV species that was responsible for the 2003 coronavirus outbreak. The immense spread of the disease in a very small period demands urgent development of therapeutic and prophylactic interventions for the treatment of SARS-CoV2 infected patients. A plethora of research is being conducted globally on this novel coronavirus strain to gain knowledge about its origin, evolutionary history, and phylogeny. This review is an effort to compare genetic similarities and diversifications among coronavirus strains, which can hint towards the susceptible antigen targets of SARS-CoV2 to come up with the potential therapeutic and prophylactic interventions for the prevention of this public threat.
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Affiliation(s)
- Navpreet Kaur
- Department of Biophysics, Panjab University, Chandigarh, India
| | - Rimaljot Singh
- Department of Biophysics, Panjab University, Chandigarh, India
| | - Zahid Dar
- University Institute of Pharmaceutical Sciences, Panjab University, Chandigarh, India
| | | | - Neelima Dhingra
- University Institute of Pharmaceutical Sciences, Panjab University, Chandigarh, India
| | - Tanzeer Kaur
- Department of Biophysics, Panjab University, Chandigarh, India.
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Abstract
The high mutation rate of RNA viruses is credited with their evolvability and virulence. This Primer, however, discusses recent evidence that this is, in part, a byproduct of selection for faster genomic replication.
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Affiliation(s)
- Siobain Duffy
- School of Environmental and Biological Sciences, Rutgers, the State University of New Jersey, New Brunswick, New Jersey, United States of America
- * E-mail:
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8
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Bingham RJ, Dykeman EC, Twarock R. RNA Virus Evolution via a Quasispecies-Based Model Reveals a Drug Target with a High Barrier to Resistance. Viruses 2017; 9:E347. [PMID: 29149077 PMCID: PMC5707554 DOI: 10.3390/v9110347] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2017] [Revised: 11/14/2017] [Accepted: 11/16/2017] [Indexed: 12/26/2022] Open
Abstract
The rapid occurrence of therapy-resistant mutant strains provides a challenge for anti-viral therapy. An ideal drug target would be a highly conserved molecular feature in the viral life cycle, such as the packaging signals in the genomes of RNA viruses that encode an instruction manual for their efficient assembly. The ubiquity of this assembly code in RNA viruses, including major human pathogens, suggests that it confers selective advantages. However, their impact on viral evolution cannot be assessed in current models of viral infection that lack molecular details of virus assembly. We introduce here a quasispecies-based model of a viral infection that incorporates structural and mechanistic knowledge of packaging signal function in assembly to construct a phenotype-fitness map, capturing the impact of this RNA code on assembly yield and efficiency. Details of viral replication and assembly inside an infected host cell are coupled with a population model of a viral infection, allowing the occurrence of therapy resistance to be assessed in response to drugs inhibiting packaging signal recognition. Stochastic simulations of viral quasispecies evolution in chronic HCV infection under drug action and/or immune clearance reveal that drugs targeting all RNA signals in the assembly code collectively have a high barrier to drug resistance, even though each packaging signal in isolation has a lower barrier than conventional drugs. This suggests that drugs targeting the RNA signals in the assembly code could be promising routes for exploitation in anti-viral drug design.
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Affiliation(s)
- Richard J Bingham
- Departments of Mathematics, University of York, York YO10 5DD, UK.
- Department of Biology, University of York, York YO10 5DD, UK.
- York Cross-disciplinary Centre for Systems Analysis, University of York, York YO10 5GE, UK.
| | - Eric C Dykeman
- Departments of Mathematics, University of York, York YO10 5DD, UK.
- York Cross-disciplinary Centre for Systems Analysis, University of York, York YO10 5GE, UK.
| | - Reidun Twarock
- Departments of Mathematics, University of York, York YO10 5DD, UK.
- Department of Biology, University of York, York YO10 5DD, UK.
- York Cross-disciplinary Centre for Systems Analysis, University of York, York YO10 5GE, UK.
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Alphonse S, Ghose R. Cystoviral RNA-directed RNA polymerases: Regulation of RNA synthesis on multiple time and length scales. Virus Res 2017; 234:135-152. [PMID: 28104452 PMCID: PMC5476504 DOI: 10.1016/j.virusres.2017.01.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2016] [Revised: 01/04/2017] [Accepted: 01/09/2017] [Indexed: 12/18/2022]
Abstract
Role of the RNA polymerase in the cystoviral life-cycle. Spatio-temporal regulation of RNA synthesis in cystoviruses. Emerging role of conformational dynamics in polymerase function.
P2, an RNA-directed RNA polymerase (RdRP), is encoded on the largest of the three segments of the double-stranded RNA genome of cystoviruses. P2 performs the dual tasks of replication and transcription de novo on single-stranded RNA templates, and plays a critical role in the viral life-cycle. Work over the last few decades has yielded a wealth of biochemical and structural information on the functional regulation of P2, on its role in the spatiotemporal regulation of RNA synthesis and its variability across the Cystoviridae family. These range from atomic resolution snapshots of P2 trapped in functionally significant states, in complex with catalytic/structural metal ions, polynucleotide templates and substrate nucleoside triphosphates, to P2 in the context of viral capsids providing structural insight into the assembly of supramolecular complexes and regulatory interactions therein. They include in vitro biochemical studies using P2 purified to homogeneity and in vivo studies utilizing infectious core particles. Recent advances in experimental techniques have also allowed access to the temporal dimension and enabled the characterization of dynamics of P2 on the sub-nanosecond to millisecond timescale through measurements of nuclear spin relaxation in solution and single molecule studies of transcription from seconds to minutes. Below we summarize the most significant results that provide critical insight into the role of P2 in regulating RNA synthesis in cystoviruses.
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Affiliation(s)
- Sébastien Alphonse
- Department of Chemistry and Biochemistry, The City College of New York, New York, NY 10031, United States.
| | - Ranajeet Ghose
- Department of Chemistry and Biochemistry, The City College of New York, New York, NY 10031, United States; Graduate Programs in Biochemistry, The Graduate Center of CUNY, New York, NY 10016, United States; Graduate Programs in Chemistry, The Graduate Center of CUNY, New York, NY 10016, United States; Graduate Programs in Physics, The Graduate Center of CUNY, New York, NY 10016, United States.
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10
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Bordería AV, Isakov O, Moratorio G, Henningsson R, Agüera-González S, Organtini L, Gnädig NF, Blanc H, Alcover A, Hafenstein S, Fontes M, Shomron N, Vignuzzi M. Group Selection and Contribution of Minority Variants during Virus Adaptation Determines Virus Fitness and Phenotype. PLoS Pathog 2015; 11:e1004838. [PMID: 25941809 PMCID: PMC4420505 DOI: 10.1371/journal.ppat.1004838] [Citation(s) in RCA: 91] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2014] [Accepted: 03/27/2015] [Indexed: 11/19/2022] Open
Abstract
Understanding how a pathogen colonizes and adapts to a new host environment is a primary aim in studying emerging infectious diseases. Adaptive mutations arise among the thousands of variants generated during RNA virus infection, and identifying these variants will shed light onto how changes in tropism and species jumps can occur. Here, we adapted Coxsackie virus B3 to a highly permissive and less permissive environment. Using deep sequencing and bioinformatics, we identified a multi-step adaptive process to adaptation involving residues in the receptor footprints that correlated with receptor availability and with increase in virus fitness in an environment-specific manner. We show that adaptation occurs by selection of a dominant mutation followed by group selection of minority variants that together, confer the fitness increase observed in the population, rather than selection of a single dominant genotype.
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Affiliation(s)
- Antonio V. Bordería
- Institut Pasteur, Viral Populations and Pathogenesis Unit, CNRS UMR 3569, Paris, France
- Institut Pasteur, International Group for Data Analysis, Paris, France
| | - Ofer Isakov
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Gonzalo Moratorio
- Institut Pasteur, Viral Populations and Pathogenesis Unit, CNRS UMR 3569, Paris, France
| | - Rasmus Henningsson
- Institut Pasteur, Viral Populations and Pathogenesis Unit, CNRS UMR 3569, Paris, France
- Institut Pasteur, International Group for Data Analysis, Paris, France
- Centre for Mathematical Sciences, Lund University, Lund, Sweden
| | | | - Lindsey Organtini
- Division of Infectious Diseases, Pennsylvania State College of Medicine, Hershey, Pennsylvania, United States of America
| | - Nina F. Gnädig
- Institut Pasteur, Viral Populations and Pathogenesis Unit, CNRS UMR 3569, Paris, France
| | - Hervé Blanc
- Institut Pasteur, Viral Populations and Pathogenesis Unit, CNRS UMR 3569, Paris, France
| | - Andrés Alcover
- Institut Pasteur, Lymphocyte Cell Biology Unit, CNRS URA 1960, Paris, France
| | - Susan Hafenstein
- Division of Infectious Diseases, Pennsylvania State College of Medicine, Hershey, Pennsylvania, United States of America
| | - Magnus Fontes
- Institut Pasteur, International Group for Data Analysis, Paris, France
- Centre for Mathematical Sciences, Lund University, Lund, Sweden
| | - Noam Shomron
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Marco Vignuzzi
- Institut Pasteur, Viral Populations and Pathogenesis Unit, CNRS UMR 3569, Paris, France
- * E-mail:
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11
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Rima BK. Nucleotide sequence conservation in paramyxoviruses; the concept of codon constellation. J Gen Virol 2015; 96:939-955. [DOI: 10.1099/vir.0.070789-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Affiliation(s)
- Bert K. Rima
- Centre for Infection and Immunity, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast BT9 7BL, Northern Ireland, UK
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12
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Dengue Virus Evolution under a Host-Targeted Antiviral. J Virol 2015; 89:5592-601. [PMID: 25762732 DOI: 10.1128/jvi.00028-15] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2015] [Accepted: 03/02/2015] [Indexed: 12/19/2022] Open
Abstract
UNLABELLED The host-targeted antiviral drug UV-4B reduces viral replication and promotes survival in a mouse model of experimental dengue virus (DENV) infection. UV-4B is an iminosugar that inhibits the α-glucosidase family of enzymes and subsequently the folding of glycosylated proteins, both viral and host. Here, we utilized next-generation sequencing to investigate evolution of a flavivirus under selective pressure by a host-targeted antiviral in vivo. In viral populations recovered from UV-4B-treated mice, there was a significant increase in the number of single-nucleotide polymorphisms (SNPs) and the ratio of nonsynonymous to synonymous SNPs compared to findings in viral populations from vehicle-treated mice. The strongest evidence of positive selection was in the glycosylated membrane protein, thereby providing in vivo validation of the mechanism of action of an iminosugar. In addition, mutations in glycosylated proteins were present only in drug-treated mice after a single passage. However, the bulk of the other mutations were present in both populations, indicating nonspecific selective pressure. Together with the continued control of viremia by UV-4B, these findings are consistent with the previously predicted high genetic barrier to escape mutations in host-targeted antivirals. IMPORTANCE Although hundreds of millions of people are infected with DENV every year, there is currently no approved vaccine or antiviral therapy. UV-4B has demonstrated antiviral activity against DENV and is expected to enter clinical trials soon. Therefore, it is important to understand the mechanisms of DENV resistance to UV-4B. Host-targeted antivirals are thought to have a higher genetic barrier to escape mutants than directly acting antivirals, yet there are very few published studies of viral evolution under host-targeted antivirals. No study to date has described flavivirus evolution in vivo under selective pressure by a host-based antiviral drug. We present the first in vivo study of the sequential progression of viral evolution under selective pressure by a host-targeted antiviral compound. This study bolsters support for the clinical development of UV-4B as an antiviral drug against DENV, and it provides a framework to compare how treatment with other host-targeted antiflaviviral drugs in humans and different animal models influence viral genetic diversity.
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13
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Leconte AM, Dickinson BC, Yang DD, Chen IA, Allen B, Liu DR. A population-based experimental model for protein evolution: effects of mutation rate and selection stringency on evolutionary outcomes. Biochemistry 2013; 52:1490-9. [PMID: 23360105 DOI: 10.1021/bi3016185] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Protein evolution is a critical component of organismal evolution and a valuable method for the generation of useful molecules in the laboratory. Few studies, however, have experimentally characterized how fundamental parameters influence protein evolution outcomes over long evolutionary trajectories or multiple replicates. In this work, we applied phage-assisted continuous evolution (PACE) as an experimental platform to study evolving protein populations over hundreds of rounds of evolution. We varied evolutionary conditions as T7 RNA polymerase evolved to recognize the T3 promoter DNA sequence and characterized how specific combinations of both mutation rate and selection stringency reproducibly result in different evolutionary outcomes. We observed significant and dramatic increases in the activity of the evolved RNA polymerase variants on the desired target promoter after selection for 96 h, confirming positive selection occurred under all conditions. We used high-throughput sequencing to quantitatively define convergent genetic solutions, including mutational "signatures" and nonsignature mutations that map to specific regions of protein sequence. These findings illuminate key determinants of evolutionary outcomes, inform the design of future protein evolution experiments, and demonstrate the value of PACE as a method for studying protein evolution.
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Affiliation(s)
- Aaron M Leconte
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, Massachusetts 02138, United States
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