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Bigiş EZ, Yıldız E, Tagka A, Pavlopoulou A, Chrousos GP, Geronikolou S. Novel Minimal Absent Words Detected in Influenza A Virus. Viruses 2025; 17:659. [PMID: 40431670 PMCID: PMC12116108 DOI: 10.3390/v17050659] [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: 03/25/2025] [Revised: 04/26/2025] [Accepted: 04/28/2025] [Indexed: 05/29/2025] Open
Abstract
Influenza is a communicable disease caused by RNA viruses. Strains A (affecting animals, humans), B (affecting humans), C (affecting rarely humans and pigs), and D (affecting cattle) comprise a variety of substrains each. Influenza A strain, affecting both humans and animals, is considered the most infectious, causing pandemics. There is an emerging need for the accurate classification of the different influenza A virus (IAV) subtypes, elucidating their mode of infection, as well as their fast and accurate diagnosis. Notably, in recent years, oligomeric sequences (words) that are present in the pathogen genomes and entirely absent from the host human genome were suggested to provide robust biomarkers for virus classification and rapid detection. To this end, we performed updated phylogenetic analyses of the IAV hemagglutinin genes, focusing on the sub H1N1 and H5N1. More importantly, we applied in silico methods to identify minimum length "words" that exist consistently in the IAV genomes and are entirely absent from the human genome; these sequences identified in our current analysis may represent minimal signatures that can be utilized to distinguish IAV from other influenza viruses, as well as to perform rapid diagnostic tests.
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Affiliation(s)
- Elif Zülal Bigiş
- Izmir Biomedicine and Genome Center, 35340 Balçova, Izmir, Türkiye
- Izmir International Biomedicine and Genome Institute, Dokuz Eylül University, 35340 Balçova, Izmir, Türkiye
| | - Elif Yıldız
- Izmir Biomedicine and Genome Center, 35340 Balçova, Izmir, Türkiye
- Izmir International Biomedicine and Genome Institute, Dokuz Eylül University, 35340 Balçova, Izmir, Türkiye
| | - Anna Tagka
- First Department of Dermatology-Venereology, Medical School, National and Kapodistrian University of Athens, Andreas Syggros Hospital of Venereal & Dermatological Diseases, 10527 Athens, Greece
| | - Athanasia Pavlopoulou
- Izmir Biomedicine and Genome Center, 35340 Balçova, Izmir, Türkiye
- Izmir International Biomedicine and Genome Institute, Dokuz Eylül University, 35340 Balçova, Izmir, Türkiye
| | - George P. Chrousos
- University Research Institute of Maternal & Child Health & Precision Medicine, Medical School, National and Kapodistrian University of Athens, Levadeias 8, 10527 Athens, Greece
| | - Styliani Geronikolou
- University Research Institute of Maternal & Child Health & Precision Medicine, Medical School, National and Kapodistrian University of Athens, Levadeias 8, 10527 Athens, Greece
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2
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Omatola CA, Olaniran AO. Genetic heterogeneity of group A rotaviruses: a review of the evolutionary dynamics and implication on vaccination. Expert Rev Anti Infect Ther 2022; 20:1587-1602. [PMID: 36285575 DOI: 10.1080/14787210.2022.2139239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
INTRODUCTION Human rotavirus remains a major etiology of acute gastroenteritis among under 5-year children worldwide despite the availability of oral vaccines. The genetic instability of rotavirus and the ability to form different combinations from the different G- and P-types reshapes the antigenic landscape of emerging strains which often display limited or no antigen identities with the vaccine strain. As evidence also suggests, the selection of the antigenically distinct novel or rare strains and their successful spread in the human population has raised concerns regarding undermining the effectiveness of vaccination programs. AREAS COVERED We review aspects related to current knowledge about genetic and antigenic heterogeneity of rotavirus, the mechanism of genetic diversity and evolution, and the implication of genetic change on vaccination. EXPERT OPINION Genetic changes in the segmented genome of rotavirus can alter the antigenic landscape on the virion capsid and further promote viral fitness in a fully vaccinated population. Against this background, the potential risk of the appearance of new rotavirus strains over the long term would be better predicted by a continued and increased close monitoring of the variants across the globe to identify any change associated with disease dynamics.
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Affiliation(s)
- Cornelius A Omatola
- Discipline of Microbiology, School of Life Sciences, College of Agriculture, Engineering and Science, University of KwaZulu-Natal, Durban, Republic of South Africa
| | - Ademola O Olaniran
- Discipline of Microbiology, School of Life Sciences, College of Agriculture, Engineering and Science, University of KwaZulu-Natal, Durban, Republic of South Africa
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3
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McGee MC, Huang W. Evolutionary conservation and positive selection of Influenza A Nucleoprotein CTL epitopes for universal vaccination: a proof-of-concept. J Med Virol 2022; 94:2578-2587. [PMID: 35171514 PMCID: PMC9052727 DOI: 10.1002/jmv.27662] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 02/07/2022] [Accepted: 02/08/2022] [Indexed: 11/08/2022]
Abstract
Influenza (flu) infection is a leading cause of respiratory disease and death worldwide. While seasonal flu vaccines are effective at reducing morbidity and mortality, such effects rely on the odds of successful prediction of the upcoming viral strains. Additional threats from emerging flu viruses that we cannot predict and avian flu viruses that can be directly transmitted to humans, urge the strategic development of universal vaccinations that can protect against flu viruses of different subtypes and across species. Annual flu vaccines elicit mainly humoral responses. Under circumstances when antibodies induced by vaccination fail to recognize and neutralize the emerging virus adequately, virus-specific cytotoxic T lymphocytes (CTLs) are the major contributors to the control of viral replication and elimination of infected cells. Our studies exploited the evolutionary conservation of influenza A nucleoprotein (NP) and the fact that NP-specific CTL responses pose a constant selecting pressure on functional CTL epitopes, to screen for NP epitopes that are highly conserved among heterosubtypes but are subjected to positive selection historically. We identified a region on NP that is evolutionarily conserved and historically positively selected (NP137-182 ) and validated that it contains an epitope that is functional in eliciting NP-specific CTL responses and immunity that can partially protect immunized mice against lethal dose infection of a heterosubtypic influenza A virus. Our proof-of-concept study supports the hypothesis that evolutionary conservation and positive selection of influenza nucleoprotein can be exploited to identify functional CTL epitope to elicit cross protection against different heterosubtypes, therefore, to help develop strategies to modify flu vaccine formula for a broader and more durable protective immunity. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Michael C McGee
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA, USA
| | - Weishan Huang
- Department of Pathobiological Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA, USA.,Department of Microbiology & Immunology, College of Veterinary Medicine, Cornell University, Ithaca, NY, USA
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4
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Kopanke J, Carpenter M, Lee J, Reed K, Rodgers C, Burton M, Lovett K, Westrich JA, McNulty E, McDermott E, Barbera C, Cavany S, Rohr JR, Perkins TA, Mathiason CK, Stenglein M, Mayo C. Bluetongue Research at a Crossroads: Modern Genomics Tools Can Pave the Way to New Insights. Annu Rev Anim Biosci 2022; 10:303-324. [PMID: 35167317 DOI: 10.1146/annurev-animal-051721-023724] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Bluetongue virus (BTV) is an arthropod-borne, segmented double-stranded RNA virus that can cause severe disease in both wild and domestic ruminants. BTV evolves via several key mechanisms, including the accumulation of mutations over time and the reassortment of genome segments.Additionally, BTV must maintain fitness in two disparate hosts, the insect vector and the ruminant. The specific features of viral adaptation in each host that permit host-switching are poorly characterized. Limited field studies and experimental work have alluded to the presence of these phenomena at work, but our understanding of the factors that drive or constrain BTV's genetic diversification remains incomplete. Current research leveraging novel approaches and whole genome sequencing applications promises to improve our understanding of BTV's evolution, ultimately contributing to the development of better predictive models and management strategies to reduce future impacts of bluetongue epizootics.
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Affiliation(s)
- Jennifer Kopanke
- Office of the Campus Veterinarian, Washington State University, Spokane, Washington, USA;
| | - Molly Carpenter
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado, USA; , , , , , , , , ,
| | - Justin Lee
- Genomic Sequencing Laboratory, Centers for Disease Control and Prevention, Atlanta, Georgia, USA;
| | - Kirsten Reed
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado, USA; , , , , , , , , ,
| | - Case Rodgers
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado, USA; , , , , , , , , ,
| | - Mollie Burton
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado, USA; , , , , , , , , ,
| | - Kierra Lovett
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado, USA; , , , , , , , , ,
| | - Joseph A Westrich
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado, USA; , , , , , , , , ,
| | - Erin McNulty
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado, USA; , , , , , , , , ,
| | - Emily McDermott
- Department of Entomology and Plant Pathology, University of Arkansas, Fayetteville, Arkansas, USA;
| | - Carly Barbera
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, USA; , , ,
| | - Sean Cavany
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, USA; , , ,
| | - Jason R Rohr
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, USA; , , ,
| | - T Alex Perkins
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, USA; , , ,
| | - Candace K Mathiason
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado, USA; , , , , , , , , ,
| | - Mark Stenglein
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado, USA; , , , , , , , , ,
| | - Christie Mayo
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado, USA; , , , , , , , , ,
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Kopanke J, Lee J, Stenglein M, Mayo C. In Vitro Reassortment between Endemic Bluetongue Viruses Features Global Shifts in Segment Frequencies and Preferred Segment Combinations. Microorganisms 2021; 9:microorganisms9020405. [PMID: 33669284 PMCID: PMC7920030 DOI: 10.3390/microorganisms9020405] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 02/09/2021] [Accepted: 02/10/2021] [Indexed: 02/06/2023] Open
Abstract
Bluetongue virus (BTV) is an arthropod-borne pathogen that is associated with sometimes severe disease in both domestic and wild ruminants. Predominantly transmitted by Culicoides spp. biting midges, BTV is composed of a segmented, double-stranded RNA genome. Vector expansion and viral genetic changes, such as reassortment between BTV strains, have been implicated as potential drivers of ongoing BTV expansion into previously BTV-free regions. We used an in vitro system to investigate the extent and flexibility of reassortment that can occur between two BTV strains that are considered enzootic to the USA, BTV-2 and BTV-10. Whole genome sequencing (WGS) was coupled with plaque isolation and a novel, amplicon-based sequencing approach to quantitate the viral genetic diversity generated across multiple generations of in vitro propagation. We found that BTV-2 and BTV-10 were able to reassort across multiple segments, but that a preferred BTV-2 viral backbone emerged in later passages and that certain segments were more likely to be found in reassortant progeny. Our findings indicate that there may be preferred segment combinations that emerge during BTV reassortment. Moreover, our work demonstrates the usefulness of WGS and amplicon-based sequencing approaches to improve understanding of the dynamics of reassortment among segmented viruses such as BTV.
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6
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Youk SS, Lee DH, Jeong JH, Pantin-Jackwood MJ, Song CS, Swayne DE. Live bird markets as evolutionary epicentres of H9N2 low pathogenicity avian influenza viruses in Korea. Emerg Microbes Infect 2020; 9:616-627. [PMID: 32183621 PMCID: PMC7144223 DOI: 10.1080/22221751.2020.1738903] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Live bird markets (LBMs) in Korea have been recognized as a reservoir, amplifier, and source of avian influenza viruses (AIVs); however, little was known about the role of LBMs in the epidemiology of AIVs in Korea until recently. Through 10 years of surveillance (2006–2016) we have isolated and sequenced H9N2 viruses in Korean LBMs. To understand how H9N2 evolves and spreads in Korea, a statistical Bayesian phylogenetic model was used. Phylogenetic analysis suggests that three separate introductions of progenitor gene pools, Korean domestic duck-origin and two wild aquatic bird-origin AIVs, contributed to the generation of the five genotypes of H9N2 viruses in Korea. Phylogenetic reconstruction of ecological states infer that the LBMs are where chickens become infected with the virus, with domestic ducks playing a major role in the transmission and evolution of the H9N2 viruses. Three increases in the genetic diversity of H9N2 viruses were observed and coincided with transitions in host species and the locations (domestic farm, LBM, slaughterhouse, and wild aquatic bird habitat) where the viruses were isolated, accompanying genetic reassortment. Following the introduction of a wild aquatic bird-origin AIVs in 2008, six genes of the Korean lineage H9N2 virus were replaced with genes originating from wild aquatic birds, and viruses with this new genotype became predominant in Korean LBMs.
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Affiliation(s)
- Sung-Su Youk
- Exotic and Emerging Avian Viral Diseases Research Unit, Southeast Poultry Research Laboratory, U.S. National Poultry Research Center, Agricultural Research Service, U.S. Department of Agriculture, Athens, GA, USA.,Avian Diseases Laboratory, College of Veterinary Medicine, Konkuk University, Seoul, Korea
| | - Dong-Hun Lee
- Exotic and Emerging Avian Viral Diseases Research Unit, Southeast Poultry Research Laboratory, U.S. National Poultry Research Center, Agricultural Research Service, U.S. Department of Agriculture, Athens, GA, USA.,Department of Pathobiology & Veterinary Science, University of Connecticut, Storrs, CT, USA
| | - Jei-Hyun Jeong
- Avian Diseases Laboratory, College of Veterinary Medicine, Konkuk University, Seoul, Korea
| | - Mary J Pantin-Jackwood
- Exotic and Emerging Avian Viral Diseases Research Unit, Southeast Poultry Research Laboratory, U.S. National Poultry Research Center, Agricultural Research Service, U.S. Department of Agriculture, Athens, GA, USA
| | - Chang-Seon Song
- Avian Diseases Laboratory, College of Veterinary Medicine, Konkuk University, Seoul, Korea
| | - David E Swayne
- Exotic and Emerging Avian Viral Diseases Research Unit, Southeast Poultry Research Laboratory, U.S. National Poultry Research Center, Agricultural Research Service, U.S. Department of Agriculture, Athens, GA, USA
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7
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Yang JF, Chen MX, Zhang JH, Hao GF, Yang GF. Genome-wide phylogenetic and structural analysis reveals the molecular evolution of the ABA receptor gene family. JOURNAL OF EXPERIMENTAL BOTANY 2020; 71:1322-1336. [PMID: 31740933 DOI: 10.1093/jxb/erz511] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Accepted: 11/13/2019] [Indexed: 06/10/2023]
Abstract
The plant hormone abscisic acid (ABA) plays a crucial role during the plant life cycle as well as in adaptive responses to environmental stresses. The core regulatory components of ABA signaling in plants are the pyrabactin resistance1/PYR1-like/regulatory component of ABA receptor family (PYLs), which comprise the largest plant hormone receptor family known. They act as negative regulators of members of the protein phosphatase type 2C family. Due to the biological importance of PYLs, many researchers have focused on their genetic redundancy and consequent functional divergence. However, little is understood of their evolution and its impact on the generation of regulatory diversity. In this study, we identify positive selection and functional divergence in PYLs through phylogenetic reconstruction, gene structure and expression pattern analysis, positive selection analysis, functional divergence analysis, and structure comparison. We found the correlation of desensitization of PYLs under specific modifications in the molecular recognition domain with functional diversification. Hence, an interesting antagonistic co-evolutionary mechanism is proposed for the functional diversification of ABA receptor family proteins. We believe a compensatory evolutionary pathway may have occurred.
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Affiliation(s)
- Jing-Fang Yang
- Key Laboratory of Pesticide & Chemical Biology, Ministry of Education, College of Chemistry, Central China Normal University, Wuhan, P.R. China
- International Joint Research Center for Intelligent Biosensor Technology and Health, Central China Normal University, Wuhan, P. R. China
| | - Mo-Xian Chen
- Shenzhen Research Institute, the Chinese University of Hong Kong, Shenzhen, P. R. China
| | - Jian-Hua Zhang
- Shenzhen Research Institute, the Chinese University of Hong Kong, Shenzhen, P. R. China
- Department of Biology, Hong Kong Baptist University, Kowloon Tong, Hong Kong, P. R. China
- State Key Laboratory of Agrobiotechnology, the Chinese University of Hong Kong, Shatin, Hong Kong, P. R. China
| | - Ge-Fei Hao
- Key Laboratory of Pesticide & Chemical Biology, Ministry of Education, College of Chemistry, Central China Normal University, Wuhan, P.R. China
- International Joint Research Center for Intelligent Biosensor Technology and Health, Central China Normal University, Wuhan, P. R. China
- State Key Laboratory Breeding Base of Green Pesticide and Agricultural Bioengineering, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Research and Development Center for Fine Chemicals, Guizhou University, Guiyang, P. R. China
| | - Guang-Fu Yang
- Key Laboratory of Pesticide & Chemical Biology, Ministry of Education, College of Chemistry, Central China Normal University, Wuhan, P.R. China
- International Joint Research Center for Intelligent Biosensor Technology and Health, Central China Normal University, Wuhan, P. R. China
- Collaborative Innovation Center of Chemical Science and Engineering, Tianjin, P. R. China
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8
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Abstract
Because of their replication mode and segmented dsRNA genome, homologous recombination is assumed to be rare in the rotaviruses. We analyzed 23,627 complete rotavirus genome sequences available in the NCBI Virus Variation database, and found 109 instances of homologous recombination, at least eleven of which prevailed across multiple sequenced isolates. In one case, recombination may have generated a novel rotavirus VP1 lineage. We also found strong evidence for intergenotypic recombination in which more than one sequence strongly supported the same event, particularly between different genotypes of segment 9, which encodes the glycoprotein, VP7. The recombined regions of many putative recombinants showed amino acid substitutions differentiating them from their major and minor parents. This finding suggests that these recombination events were not overly deleterious, since presumably these recombinants proliferated long enough to acquire adaptive mutations in their recombined regions. Protein structural predictions indicated that, despite the sometimes substantial amino acid replacements resulting from recombination, the overall protein structures remained relatively unaffected. Notably, recombination junctions appear to occur nonrandomly with hot spots corresponding to secondary RNA structures, a pattern seen consistently across segments. In total, we found strong evidence for recombination in nine of eleven rotavirus A segments. Only segments 7 (NSP3) and 11 (NSP5) did not show strong evidence of recombination. Collectively, the results of our computational analyses suggest that, contrary to the prevailing sentiment, recombination may be a significant driver of rotavirus evolution and may influence circulating strain diversity.
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Affiliation(s)
- Irene Hoxie
- Biology Department, Queens College of The City University of New York, 65-30 Kissena Blvd, Queens, NY 11367, USA.,The Graduate Center of The City University of New York, Biology Program, 365 5th Ave, New York, NY 10016, USA
| | - John J Dennehy
- Biology Department, Queens College of The City University of New York, 65-30 Kissena Blvd, Queens, NY 11367, USA.,The Graduate Center of The City University of New York, Biology Program, 365 5th Ave, New York, NY 10016, USA
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9
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Mutations in Influenza A Virus Neuraminidase and Hemagglutinin Confer Resistance against a Broadly Neutralizing Hemagglutinin Stem Antibody. J Virol 2019; 93:JVI.01639-18. [PMID: 30381484 DOI: 10.1128/jvi.01639-18] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Accepted: 10/22/2018] [Indexed: 11/20/2022] Open
Abstract
Influenza A virus (IAV), a major cause of human morbidity and mortality, continuously evolves in response to selective pressures. Stem-directed, broadly neutralizing antibodies (sBnAbs) targeting the influenza virus hemagglutinin (HA) are a promising therapeutic strategy, but neutralization escape mutants can develop. We used an integrated approach combining viral passaging, deep sequencing, and protein structural analyses to define escape mutations and mechanisms of neutralization escape in vitro for the F10 sBnAb. IAV was propagated with escalating concentrations of F10 over serial passages in cultured cells to select for escape mutations. Viral sequence analysis revealed three mutations in HA and one in neuraminidase (NA). Introduction of these specific mutations into IAV through reverse genetics confirmed their roles in resistance to F10. Structural analyses revealed that the selected HA mutations (S123G, N460S, and N203V) are away from the F10 epitope but may indirectly impact influenza virus receptor binding, endosomal fusion, or budding. The NA mutation E329K, which was previously identified to be associated with antibody escape, affects the active site of NA, highlighting the importance of the balance between HA and NA function for viral survival. Thus, whole-genome population sequencing enables the identification of viral resistance mutations responding to antibody-induced selective pressure.IMPORTANCE Influenza A virus is a public health threat for which currently available vaccines are not always effective. Broadly neutralizing antibodies that bind to the highly conserved stem region of the influenza virus hemagglutinin (HA) can neutralize many influenza virus strains. To understand how influenza virus can become resistant or escape such antibodies, we propagated influenza A virus in vitro with escalating concentrations of antibody and analyzed viral populations by whole-genome sequencing. We identified HA mutations near and distal to the antibody binding epitope that conferred resistance to antibody neutralization. Additionally, we identified a neuraminidase (NA) mutation that allowed the virus to grow in the presence of high concentrations of the antibody. Virus carrying dual mutations in HA and NA also grew under high antibody concentrations. We show that NA mutations mediate the escape of neutralization by antibodies against HA, highlighting the importance of a balance between HA and NA for optimal virus function.
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10
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Lyons DM, Lauring AS. Mutation and Epistasis in Influenza Virus Evolution. Viruses 2018; 10:E407. [PMID: 30081492 PMCID: PMC6115771 DOI: 10.3390/v10080407] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Revised: 07/30/2018] [Accepted: 07/30/2018] [Indexed: 12/25/2022] Open
Abstract
Influenza remains a persistent public health challenge, because the rapid evolution of influenza viruses has led to marginal vaccine efficacy, antiviral resistance, and the annual emergence of novel strains. This evolvability is driven, in part, by the virus's capacity to generate diversity through mutation and reassortment. Because many new traits require multiple mutations and mutations are frequently combined by reassortment, epistatic interactions between mutations play an important role in influenza virus evolution. While mutation and epistasis are fundamental to the adaptability of influenza viruses, they also constrain the evolutionary process in important ways. Here, we review recent work on mutational effects and epistasis in influenza viruses.
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Affiliation(s)
- Daniel M Lyons
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI 48109, USA.
| | - Adam S Lauring
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI 48109, USA.
- Division of Infectious Diseases, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA.
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI 48109, USA.
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11
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Phillips AM, Gonzalez LO, Nekongo EE, Ponomarenko AI, McHugh SM, Butty VL, Levine SS, Lin YS, Mirny LA, Shoulders MD. Host proteostasis modulates influenza evolution. eLife 2017; 6. [PMID: 28949290 PMCID: PMC5614556 DOI: 10.7554/elife.28652] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Accepted: 08/18/2017] [Indexed: 01/02/2023] Open
Abstract
Predicting and constraining RNA virus evolution require understanding the molecular factors that define the mutational landscape accessible to these pathogens. RNA viruses typically have high mutation rates, resulting in frequent production of protein variants with compromised biophysical properties. Their evolution is necessarily constrained by the consequent challenge to protein folding and function. We hypothesized that host proteostasis mechanisms may be significant determinants of the fitness of viral protein variants, serving as a critical force shaping viral evolution. Here, we test that hypothesis by propagating influenza in host cells displaying chemically-controlled, divergent proteostasis environments. We find that both the nature of selection on the influenza genome and the accessibility of specific mutational trajectories are significantly impacted by host proteostasis. These findings provide new insights into features of host–pathogen interactions that shape viral evolution, and into the potential design of host proteostasis-targeted antiviral therapeutics that are refractory to resistance. Influenza viruses, commonly called flu, can evade our immune system and develop resistance to treatments by changing frequently. Specifically, mutations in their genome cause influenza proteins to change in ways that can help the virus evade our defences. However, these mutations come at a cost and can prevent the viral proteins from forming functional and stable three-dimensional shapes – a process known as protein folding – thereby hampering the virus’ ability to replicate. In human cells, proteins called chaperones can help our other proteins fold properly. Influenza viruses do not have their own chaperones and, instead, hijack those of their host. Host chaperones are therefore crucial to the virus’ ability to replicate. However, until now, it was not known if host chaperones can influence how these viruses evolve. Here, Phillips et al. used mammalian cells to study how host chaperones affect an evolving influenza population. First, cells were engineered to either have normal chaperone levels, elevated chaperone levels, or inactive chaperones. Next, the H3N2 influenza strain was grown in these different conditions for nearly 200 generations and sequenced to determine how the virus evolved in each distinctive host chaperone environment. Phillips et al. discovered that host chaperones affect the rate at which mutations accumulate in the influenza population, and also the types of mutations in the influenza genome. For instance, when a chaperone called Hsp90 was inactivated, mutations became prevalent in the viral population more slowly than in cells with normal or elevated chaperone levels. Moreover, some specific mutations fared better in cells with high chaperone levels, whilst others worked better in cells with inactivated chaperones. These results suggest that influenza evolution is affected by host chaperone levels in complex and important ways. Moreover, whether chaperones will promote or hinder the effects of any single mutation is difficult to predict ahead of time. This discovery is significant, as the chaperones available to influenza can vary in different tissues, organisms and infectious conditions, and may therefore influence the virus' ability to change and evolve in a context-specific manner. The findings are likely to extend to other viruses such as HIV and Ebola, which also hijack host chaperones for the same purpose. More work is now needed to systematically quantify these effects so that we can better predict how specific chaperones will affect the ability of viruses to adapt, especially in pathologically relevant conditions like fever or viral host-switching. In the future, such insights could help shape the design of treatments to which viruses do not evolve resistance.
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Affiliation(s)
- Angela M Phillips
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, United States
| | - Luna O Gonzalez
- Department of Mathematics, Massachusetts Institute of Technology, Cambridge, United States
| | - Emmanuel E Nekongo
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, United States
| | - Anna I Ponomarenko
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, United States
| | - Sean M McHugh
- Department of Chemistry, Tufts University, Medford, United States
| | - Vincent L Butty
- BioMicro Center, Massachusetts Institute of Technology, Cambridge, United States
| | - Stuart S Levine
- BioMicro Center, Massachusetts Institute of Technology, Cambridge, United States
| | - Yu-Shan Lin
- Department of Chemistry, Tufts University, Medford, United States
| | - Leonid A Mirny
- Department of Physics, Massachusetts Institute of Technology, Cambridge, United States.,Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, United States
| | - Matthew D Shoulders
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, United States
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Sobel Leonard A, McClain MT, Smith GJD, Wentworth DE, Halpin RA, Lin X, Ransier A, Stockwell TB, Das SR, Gilbert AS, Lambkin-Williams R, Ginsburg GS, Woods CW, Koelle K, Illingworth CJR. The effective rate of influenza reassortment is limited during human infection. PLoS Pathog 2017; 13:e1006203. [PMID: 28170438 PMCID: PMC5315410 DOI: 10.1371/journal.ppat.1006203] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2016] [Revised: 02/17/2017] [Accepted: 01/26/2017] [Indexed: 12/31/2022] Open
Abstract
We characterise the evolutionary dynamics of influenza infection described by viral sequence data collected from two challenge studies conducted in human hosts. Viral sequence data were collected at regular intervals from infected hosts. Changes in the sequence data observed across time show that the within-host evolution of the virus was driven by the reversion of variants acquired during previous passaging of the virus. Treatment of some patients with oseltamivir on the first day of infection did not lead to the emergence of drug resistance variants in patients. Using an evolutionary model, we inferred the effective rate of reassortment between viral segments, measuring the extent to which randomly chosen viruses within the host exchange genetic material. We find strong evidence that the rate of effective reassortment is low, such that genetic associations between polymorphic loci in different segments are preserved during the course of an infection in a manner not compatible with epistasis. Combining our evidence with that of previous studies we suggest that spatial heterogeneity in the viral population may reduce the extent to which reassortment is observed. Our results do not contradict previous findings of high rates of viral reassortment in vitro and in small animal studies, but indicate that in human hosts the effective rate of reassortment may be substantially more limited. The influenza virus is an important cause of disease in the human population. During the course of an infection the virus can evolve rapidly. An important mechanism of viral evolution is reassortment, whereby different segments of the influenza genome are shuffled with other segments, producing new viral combinations. Here we study natural selection and reassortment during the course of infections occurring in human hosts. Examining viral genome sequence data from these infections, we note that genetic variants that were acquired during the growth of viruses in culture are selected against in the human host. In addition, we find evidence that the effective rate of reassortment is low. We suggest that the spatial separation between viruses in different parts of the host airway may limit the extent to which genetically distinct segments reassort with one another. Within the global population of influenza viruses, reassortment remains an important factor. However, reassortment is not so rapid as to exclude the possibility of interactions between genome segments affecting the course of influenza evolution during a single infection.
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Affiliation(s)
- Ashley Sobel Leonard
- Department of Biology, Duke University, Durham, North Carolina, United States of America
| | - Micah T. McClain
- Duke Center for Applied Genomics and Precision Medicine, Durham, North Carolina, United States of America
| | - Gavin J. D. Smith
- Programme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore
| | - David E. Wentworth
- J. Craig Venter Institute, Rockville, Maryland, United States of America
| | - Rebecca A. Halpin
- J. Craig Venter Institute, Rockville, Maryland, United States of America
| | - Xudong Lin
- J. Craig Venter Institute, Rockville, Maryland, United States of America
| | - Amy Ransier
- J. Craig Venter Institute, Rockville, Maryland, United States of America
| | | | - Suman R. Das
- J. Craig Venter Institute, Rockville, Maryland, United States of America
| | - Anthony S. Gilbert
- hVivo PLC, The QMB Innovation Centre, Queen Mary, University of London, London, United Kingdom
| | - Rob Lambkin-Williams
- hVivo PLC, The QMB Innovation Centre, Queen Mary, University of London, London, United Kingdom
| | - Geoffrey S. Ginsburg
- Duke Center for Applied Genomics and Precision Medicine, Durham, North Carolina, United States of America
| | - Christopher W. Woods
- Duke Center for Applied Genomics and Precision Medicine, Durham, North Carolina, United States of America
| | - Katia Koelle
- Department of Biology, Duke University, Durham, North Carolina, United States of America
| | - Christopher J. R. Illingworth
- Department of Genetics, University of Cambridge, Cambridge, United Kingdom
- Department of Applied Maths and Theoretical Physics, Centre for Mathematical Sciences, Wilberforce Road, University of Cambridge, Cambridge, United Kingdom
- * E-mail:
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13
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Isel C, Munier S, Naffakh N. Experimental Approaches to Study Genome Packaging of Influenza A Viruses. Viruses 2016; 8:v8080218. [PMID: 27517951 PMCID: PMC4997580 DOI: 10.3390/v8080218] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Revised: 07/26/2016] [Accepted: 08/01/2016] [Indexed: 11/16/2022] Open
Abstract
The genome of influenza A viruses (IAV) consists of eight single-stranded negative sense viral RNAs (vRNAs) encapsidated into viral ribonucleoproteins (vRNPs). It is now well established that genome packaging (i.e., the incorporation of a set of eight distinct vRNPs into budding viral particles), follows a specific pathway guided by segment-specific cis-acting packaging signals on each vRNA. However, the precise nature and function of the packaging signals, and the mechanisms underlying the assembly of vRNPs into sub-bundles in the cytoplasm and their selective packaging at the viral budding site, remain largely unknown. Here, we review the diverse and complementary methods currently being used to elucidate these aspects of the viral cycle. They range from conventional and competitive reverse genetics, single molecule imaging of vRNPs by fluorescence in situ hybridization (FISH) and high-resolution electron microscopy and tomography of budding viral particles, to solely in vitro approaches to investigate vRNA-vRNA interactions at the molecular level.
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Affiliation(s)
- Catherine Isel
- Architecture et Réactivité de l'ARN, Université de Strasbourg, Centre National de la Recherche Scientifique (CNRS), Institut de Biologie Moléculaire et Cellulaire (IBMC), 15 rue René Descartes, 67084 Strasbourg, France.
- Département de Virologie, Unité de Génétique Moléculaire des Virus à ARN, Institut Pasteur, 75015 Paris, France.
| | - Sandie Munier
- Département de Virologie, Unité de Génétique Moléculaire des Virus à ARN, Institut Pasteur, 75015 Paris, France.
- Centre National de la Recherche Scientifique (CNRS), Unité Mixte de Recherche 3569, 75016 Paris, France.
- Unité de Génétique Moléculaire des Virus à ARN, Sorbonne Paris Cité, Université Paris Diderot, 75013 Paris, France.
| | - Nadia Naffakh
- Département de Virologie, Unité de Génétique Moléculaire des Virus à ARN, Institut Pasteur, 75015 Paris, France.
- Centre National de la Recherche Scientifique (CNRS), Unité Mixte de Recherche 3569, 75016 Paris, France.
- Unité de Génétique Moléculaire des Virus à ARN, Sorbonne Paris Cité, Université Paris Diderot, 75013 Paris, France.
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Gu W, Gallagher GR, Dai W, Liu P, Li R, Trombly MI, Gammon DB, Mello CC, Wang JP, Finberg RW. Influenza A virus preferentially snatches noncoding RNA caps. RNA (NEW YORK, N.Y.) 2015; 21:2067-2075. [PMID: 26428694 PMCID: PMC4647461 DOI: 10.1261/rna.054221.115] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Accepted: 08/28/2015] [Indexed: 06/05/2023]
Abstract
Influenza A virus (IAV) lacks the enzyme for adding 5' caps to its RNAs and snatches the 5' ends of host capped RNAs to prime transcription. Neither the preference of the host RNA sequences snatched nor the effect of cap-snatching on host processes is completely defined. Previous studies of influenza cap-snatching used poly(A)-selected RNAs from infected cells or relied on annotated host genes to define the snatched host RNAs, and thus lack details on many noncoding host RNAs including snRNAs, snoRNAs, and promoter-associated capped small (cs)RNAs, which are made by "paused" Pol II during transcription initiation. In this study, we used a nonbiased technique, CapSeq, to identify host and viral-capped RNAs including nonpolyadenylated RNAs in the same samples, and investigated the substrate-product correlation between the host RNAs and the viral RNAs. We demonstrated that noncoding host RNAs, particularly U1 and U2, are the preferred cap-snatching source over mRNAs or pre-mRNAs. We also found that csRNAs are highly snatched by IAV. Because the functions of csRNAs remain mostly unknown, especially in somatic cells, our finding reveals that csRNAs at least play roles in the process of IAV infection. Our findings support a model where nascent RNAs including csRNAs are the preferred targets for cap-snatching by IAV and raise questions about how IAV might use snatching preferences to modulate host-mRNA splicing and transcription.
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MESH Headings
- Base Sequence
- Cell Line, Tumor
- Gene Expression Regulation, Viral
- Genes, Viral
- Humans
- Influenza A Virus, H1N1 Subtype/genetics
- Influenza A Virus, H1N1 Subtype/metabolism
- RNA Caps/metabolism
- RNA Processing, Post-Transcriptional
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- RNA, Viral/genetics
- RNA, Viral/metabolism
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Affiliation(s)
- Weifeng Gu
- Department of Cell Biology and Neuroscience, University of California, Riverside, California 92521, USA
| | - Glen R Gallagher
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Weiwei Dai
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Ping Liu
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Ruidong Li
- Department of Cell Biology and Neuroscience, University of California, Riverside, California 92521, USA
| | - Melanie I Trombly
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Don B Gammon
- RNA Therapeutics Institute, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Craig C Mello
- RNA Therapeutics Institute, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA Howard Hughes Medical Institute, Chevy Chase, Maryland 20815, USA
| | - Jennifer P Wang
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Robert W Finberg
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
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Greenbaum BD, Ghedin E. Viral evolution: beyond drift and shift. Curr Opin Microbiol 2015; 26:109-15. [PMID: 26189048 DOI: 10.1016/j.mib.2015.06.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2015] [Revised: 06/22/2015] [Accepted: 06/23/2015] [Indexed: 02/08/2023]
Abstract
Technological advances have allowed aspects of viral evolution to be explored at unprecedented scales. As a consequence, new quantitative approaches are needed to investigate features of viral evolution that fall outside traditional areas of study, such as antigenic evolution. We examine three areas of viral evolution where tools from disciplines such as statistical physics, topology, and information theory have been used recently as quantitative frameworks for large-scale studies and, in some cases, suggest a novel theoretical approach to a problem. Ongoing interaction among these disciplines with biology is necessary so that experimental researchers can determine which quantitative tools are right for them and quantitative researchers can learn which aspects of viral evolution can be understood and advanced with their approaches.
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Affiliation(s)
- Benjamin D Greenbaum
- Tisch Cancer Institute, Departments of Medicine and Pathology, 1190 5th Ave, New York, NY 10029, United States.
| | - Elodie Ghedin
- Center for Genomics & Systems Biology, Department of Biology, and Global Institute of Public Health, New York University, 100 Washington Place, 1009 Silver Center, New York, NY 10003, United States
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