scholarly journals Using Sequence Data To Infer the Antigenicity of Influenza Virus

mBio ◽  
2013 ◽  
Vol 4 (4) ◽  
Author(s):  
Hailiang Sun ◽  
Jialiang Yang ◽  
Tong Zhang ◽  
Li-Ping Long ◽  
Kun Jia ◽  
...  
Keyword(s):  
Influenza Virus ◽  
Influenza Vaccine ◽  
Vaccine Strain ◽  
Sequence Data ◽  
Influenza Viruses ◽  
Antigenic Drift ◽  
Computational Method ◽  
Vaccination Programs ◽  
Antigenic Properties ◽  
Human Labor

ABSTRACTThe efficacy of current influenza vaccines requires a close antigenic match between circulating and vaccine strains. As such, timely identification of emerging influenza virus antigenic variants is central to the success of influenza vaccination programs. Empirical methods to determine influenza virus antigenic properties are time-consuming and mid-throughput and require live viruses. Here, we present a novel, experimentally validated, computational method for determining influenza virus antigenicity on the basis of hemagglutinin (HA) sequence. This method integrates a bootstrapped ridge regression with antigenic mapping to quantify antigenic distances by using influenza HA1 sequences. Our method was applied to H3N2 seasonal influenza viruses and identified the 13 previously recognized H3N2 antigenic clusters and the antigenic drift event of 2009 that led to a change of the H3N2 vaccine strain.IMPORTANCEThis report supplies a novel method for quantifying antigenic distance and identifying antigenic variants using sequences alone. This method will be useful in influenza vaccine strain selection by significantly reducing the human labor efforts for serological characterization and will increase the likelihood of correct influenza vaccine candidate selection.

scholarly journals Prediction, dynamics, and visualization of antigenic phenotypes of seasonal influenza viruses

2016 ◽  
Vol 113 (12) ◽  
pp. E1701-E1709 ◽  
Author(s):  
Richard A. Neher ◽  
Trevor Bedford ◽  
Rodney S. Daniels ◽  
Colin A. Russell ◽  
Boris I. Shraiman
Keyword(s):  
Influenza Virus ◽  
Seasonal Influenza ◽  
Sequence Data ◽  
Influenza Viruses ◽  
Surface Glycoprotein ◽  
Amino Acid Substitutions ◽  
Model Output ◽  
Virus Population ◽  
Web Browser ◽  
Antigenic Properties

Human seasonal influenza viruses evolve rapidly, enabling the virus population to evade immunity and reinfect previously infected individuals. Antigenic properties are largely determined by the surface glycoprotein hemagglutinin (HA), and amino acid substitutions at exposed epitope sites in HA mediate loss of recognition by antibodies. Here, we show that antigenic differences measured through serological assay data are well described by a sum of antigenic changes along the path connecting viruses in a phylogenetic tree. This mapping onto the tree allows prediction of antigenicity from HA sequence data alone. The mapping can further be used to make predictions about the makeup of the future A(H3N2) seasonal influenza virus population, and we compare predictions between models with serological and sequence data. To make timely model output readily available, we developed a web browser-based application that visualizes antigenic data on a continuously updated phylogeny.

scholarly journals Divergent Human-Origin Influenza Viruses Detected in Australian Swine Populations

2018 ◽  
Vol 92 (16) ◽  
Author(s):  
Frank Y. K. Wong ◽  
Celeste Donato ◽  
Yi-Mo Deng ◽  
Don Teng ◽  
Naomi Komadina ◽  
...  
Keyword(s):  
Influenza Virus ◽  
Influenza A ◽  
Swine Influenza ◽  
Influenza Viruses ◽  
Antigenic Drift ◽  
Human Origin ◽  
Human Influenza ◽  
Influenza A Viruses ◽  
Data Set ◽  
Antigenic Properties

ABSTRACTGlobal swine populations infected with influenza A viruses pose a persistent pandemic risk. With the exception of a few countries, our understanding of the genetic diversity of swine influenza viruses is limited, hampering control measures and pandemic risk assessment. Here we report the genomic characteristics and evolutionary history of influenza A viruses isolated in Australia from 2012 to 2016 from two geographically isolated swine populations in the states of Queensland and Western Australia. Phylogenetic analysis with an expansive human and swine influenza virus data set comprising >40,000 sequences sampled globally revealed evidence of the pervasive introduction and long-term establishment of gene segments derived from several human influenza viruses of past seasons, including the H1N1/1977, H1N1/1995, H3N2/1968, and H3N2/2003, and the H1N1 2009 pandemic (H1N1pdm09) influenza A viruses, and a genotype that contained gene segments derived from the past three pandemics (1968, reemerged 1977, and 2009). Of the six human-derived gene lineages, only one, comprising two viruses isolated in Queensland during 2012, was closely related to swine viruses detected from other regions, indicating a previously undetected circulation of Australian swine lineages for approximately 3 to 44 years. Although the date of introduction of these lineages into Australian swine populations could not be accurately ascertained, we found evidence of sustained transmission of two lineages in swine from 2012 to 2016. The continued detection of human-origin influenza virus lineages in swine over several decades with little or unpredictable antigenic drift indicates that isolated swine populations can act as antigenic archives of human influenza viruses, raising the risk of reemergence in humans when sufficient susceptible populations arise.IMPORTANCEWe describe the evolutionary origins and antigenic properties of influenza A viruses isolated from two separate Australian swine populations from 2012 to 2016, showing that these viruses are distinct from each other and from those isolated from swine globally. Whole-genome sequencing of virus isolates revealed a high genotypic diversity that had been generated exclusively through the introduction and establishment of human influenza viruses that circulated in past seasons. We detected six reassortants with gene segments derived from human H1N1/H1N1pdm09 and various human H3N2 viruses that circulated during various periods since 1968. We also found that these swine viruses were not related to swine viruses collected elsewhere, indicating independent circulation. The detection of unique lineages and genotypes in Australia suggests that isolated swine populations that are sufficiently large can sustain influenza virus for extensive periods; we show direct evidence of a sustained transmission for at least 4 years between 2012 and 2016.

Rational selection of hemagglutinin variants of H3N2 influenza viruses in preparation of live influenza vaccine strains to optimize growth characteristics

2021 ◽  
Vol 21 (3) ◽  
pp. 141-146
Author(s):  
Ekaterina A. Stepanova ◽  
Ekaterina A. Bazhenova ◽  
Elena V. Krutikova ◽  
Nataliya V. Larionova ◽  
Irina V. Kiseleva ◽  
...  
Keyword(s):  
Influenza Vaccine ◽  
Vaccine Strain ◽  
Correct Choice ◽  
Growth Characteristics ◽  
Influenza Viruses ◽  
Human Respiratory Tract ◽  
Chicken Embryos ◽  
Epidemic Season ◽  
Hemagglutination Inhibition Test ◽  
Antigenic Properties

BACKGROUND: Up to date Russian live attenuated influenza vaccines are produced in developing chicken embryos. During passaging in embryos, the virus isolated from the human respiratory tract undergoes adaptation to the receptors in embryos. The population of the virus, at any passage in chicken embryos, is heterogeneous and contains variants of viruses with one or another set of adaptive substitutions. Before preparing the vaccine strain, the population of the epidemic virus is cloned and the genetic sequence of the hemagglutinin and neuraminidase clones is analyzed. The growth characteristics of the vaccine strain and its antigenic properties depend on the correct choice of the variant of the virus. AIM: The aim of the study was to select the variant of the H3N2 subtype virus for the preparation of a vaccine reassortant based on data on the composition of the population and an assessment of its growth properties. MATERIALS AND METHODS: Viruses were cloned in developing chicken embryos, sequencing of the hemagglutinin and neuraminidase genes of the clones was performed. On the basis of the clones selected based on the results of the analysis of the population, strains of a live influenza vaccine were obtained by the reassortment in the chicken embryos. The growth characteristics of the strains, the phenotype in eggs, and the antigenic properties by hemagglutination inhibition test were evaluated. RESULTS: The influenza virus A/Kansas/14/2017 recommended by WHO for the epidemic season 2019-2020 acquired a pair of D190N + N246T substitutions dominating in the population at the 7th passage in eggs. From the population of A/Kansas/14/2017-like strain A/Brisbane/34/2018, from the third passage in the eggs, it was possible to obtain a variant of the virus with substitutions G186V + S219Y in hemagglutinin. The growth characteristics of the strain based on A/Kansas/14/2017 (passage E7) were significantly inferior to the characteristics of the strain based on A/Brisbane/34/2018 (passage E3), in the absence of differences in antigenic properties. CONCLUSIONS: The variant of egg adaptation of hemagglutinin G186V in strains of clade 3c.3a is preferable for the preparation of live influenza vaccine strains; variant N246T is not optimal. When preparing strains, it is necessary to analyze the composition of the virus population by cloning and choose the most optimal option for preparing strains. The persistence of egg-adaptive substitutions in passaged variants of the virus is not always optimal for strains of live influenza vaccine, and therefore it is preferable to use the population as close as possible to the initial variant to start work on the strain.

scholarly journals Plasticity of the Influenza Virus H5 HA Protein

mBio ◽  
2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Huihui Kong ◽  
David F. Burke ◽  
Tiago Jose da Silva Lopes ◽  
Kosuke Takada ◽  
Masaki Imai ◽  
...  
Keyword(s):  
Influenza Virus ◽  
Amino Acid ◽  
Mammalian Cells ◽  
Influenza A ◽  
Viral Antigen ◽  
Influenza Viruses ◽  
Influenza A Viruses ◽  
Highly Pathogenic ◽  
Antigenic Properties ◽  
Ha Protein

ABSTRACT Since the emergence of highly pathogenic avian influenza viruses of the H5 subtype, the major viral antigen, hemagglutinin (HA), has undergone constant evolution, resulting in numerous genetic and antigenic (sub)clades. To explore the consequences of amino acid changes at sites that may affect the antigenicity of H5 viruses, we simultaneously mutated 17 amino acid positions of an H5 HA by using a synthetic gene library that, theoretically, encodes all combinations of the 20 amino acids at the 17 positions. All 251 mutant viruses sequenced possessed ≥13 amino acid substitutions in HA, demonstrating that the targeted sites can accommodate a substantial number of mutations. Selection with ferret sera raised against H5 viruses of different clades resulted in the isolation of 39 genotypes. Further analysis of seven variants demonstrated that they were antigenically different from the parental virus and replicated efficiently in mammalian cells. Our data demonstrate the substantial plasticity of the influenza virus H5 HA protein, which may lead to novel antigenic variants. IMPORTANCE The HA protein of influenza A viruses is the major viral antigen. In this study, we simultaneously introduced mutations at 17 amino acid positions of an H5 HA expected to affect antigenicity. Viruses with ≥13 amino acid changes in HA were viable, and some had altered antigenic properties. H5 HA can therefore accommodate many mutations in regions that affect antigenicity. The substantial plasticity of H5 HA may facilitate the emergence of novel antigenic variants.

scholarly journals Bayesian inference of antigenic and non-antigenic variables from haemagglutination inhibition assays for influenza surveillance

2018 ◽  
Vol 5 (7) ◽  
pp. 180113
Author(s):  
Emmanuel S. Adabor ◽  
Wilfred Ndifon
Keyword(s):  
Influenza Virus ◽  
Influenza A ◽  
Bayesian Method ◽  
Haemagglutination Inhibition ◽  
Virus Evolution ◽  
Influenza Viruses ◽  
Influenza Surveillance ◽  
Antigenic Properties ◽  
Analytical Work

Haemagglutination inhibition (HI) assays are typically used for comparing and characterizing influenza viruses. Data obtained from the assays (titres) are used quantitatively to determine antigenic differences between influenza strains. However, the use of these titres has been criticized as they sometimes fail to capture accurate antigenic differences between strains. Our previous analytical work revealed how antigenic and non-antigenic variables contribute to the titres. Building on this previous work, we have developed a Bayesian method for decoupling antigenic and non-antigenic contributions to the titres in this paper. We apply this method to a compendium of HI titres of influenza A (H3N2) viruses curated from 1968 to 2016. Remarkably, the results of this fit indicate that the non-antigenic variable, which is inversely correlated with viral avidity for the red blood cells used in HI assays, oscillates during the course of influenza virus evolution, with a period that corresponds roughly to the timescale on which antigenic variants replace each other. Together, the results suggest that the new Bayesian method is applicable to the analysis of long-term dynamics of both antigenic and non-antigenic properties of influenza virus.

scholarly journals Mapping of a Novel H3-Specific Broadly Neutralizing Monoclonal Antibody Targeting the Hemagglutinin Globular Head Isolated from an Elite Influenza Virus-Immunized Donor Exhibiting Serological Breadth

2019 ◽  
Vol 94 (6) ◽  
Author(s):  
Yu Qiu ◽  
Svetlana Stegalkina ◽  
Jianxin Zhang ◽  
Ekaterina Boudanova ◽  
Anna Park ◽  
...  
Keyword(s):  
Influenza Virus ◽  
Sialic Acid ◽  
Neutralizing Antibodies ◽  
Vaccine Design ◽  
Binding Pocket ◽  
Influenza Viruses ◽  
Antigenic Drift ◽  
Human Antibody ◽  
Sialic Acid Binding ◽  
Globular Head

ABSTRACT The discovery of potent and broadly protective influenza virus epitopes could lead to improved vaccines that are resistant to antigenic drift. Here, we describe human antibody C585, isolated from a vaccinee with remarkable serological breadth as measured by hemagglutinin inhibition (HAI). C585 binds and neutralizes multiple H3N2 strains isolated between 1968 and 2016, including strains that emerged up to 4 years after B cells were isolated from the vaccinated donor. The crystal structure of C585 Fab in complex with the HA from A/Switzerland/9715293/2013 (H3N2) shows that the antibody binds to a novel and well-conserved epitope on the globular head of H3 HA and that it differs from other antibodies not only in its epitope but in its binding geometry and hypermutated framework 3 region, thereby explaining its breadth and ability to mediate hemagglutination inhibition across decades of H3N2 strains. The existence of epitopes such as the one elucidated by C585 has implications for rational vaccine design. IMPORTANCE Influenza viruses escape immunity through continuous antigenic changes that occur predominantly on the viral hemagglutinin (HA). Induction of broadly neutralizing antibodies (bnAbs) targeting conserved epitopes following vaccination is a goal of universal influenza vaccines and advantageous in protecting hosts against virus evolution and antigenic drift. To date, most of the discovered bnAbs bind either to conserved sites in the stem region or to the sialic acid-binding pocket. Generally, antibodies targeting the stem region offer broader breadth with low potency, while antibodies targeting the sialic acid-binding pocket cover narrower breadth but usually have higher potency. In this study, we identified a novel neutralizing epitope in the head region recognized by a broadly neutralizing human antibody against a broad range of H3N2 with high potency. This epitope may provide insights for future universal vaccine design.

scholarly journals Computationally Optimized Broadly Reactive H2 HA Influenza Vaccines Elicited Broadly Cross-Reactive Antibodies and Protected Mice from Viral Challenges

2020 ◽  
Vol 95 (2) ◽  
pp. e01526-20
Author(s):  
Z. Beau Reneer ◽  
Parker J. Jamieson ◽  
Amanda L. Skarlupka ◽  
Ying Huang ◽  
Ted M. Ross
Keyword(s):  
Influenza Virus ◽  
Influenza Vaccine ◽  
Neutralizing Antibodies ◽  
Influenza Pandemic ◽  
Mammalian Species ◽  
Influenza Viruses ◽  
Wild Type Virus ◽  
Wild Type ◽  
The 1950S ◽  
Future Work

ABSTRACTInfluenza viruses have caused numerous pandemics throughout human history. The 1957 influenza pandemic was initiated by an H2N2 influenza virus. This H2N2 influenza virus was the result of a reassortment event between a circulating H2N2 avian virus and the seasonal H1N1 viruses in humans. Previously, our group has demonstrated the effectiveness of hemagglutinin (HA) antigens derived using computationally optimized broadly reactive antigen (COBRA) methodology against H1N1, H3N2, and H5N1 viruses. Using the COBRA methodology, H2 HA COBRA antigens were designed using sequences from H2N2 viruses isolated from humans in the 1950s and 1960s, as well as H2Nx viruses isolated from avian and mammalian species between the 1950s and 2016. In this study, the effectiveness of H2 COBRA HA antigens (Z1, Z3, Z5, and Z7) was evaluated in DBA/2J mice and compared to that of wild-type H2 HA antigens. The COBRA HA vaccines elicited neutralizing antibodies to the majority of viruses in our H2 HA panel and across all three clades as measured by hemagglutination inhibition (HAI) and neutralization assays. Comparatively, several wild-type HA vaccines elicited antibodies against a majority of the viruses in the H2 HA panel. DBA/2J mice vaccinated with COBRA vaccines showed increase survival for all three viral challenges compared to the wild-type H2 vaccines. In particular, the Z1 COBRA is a promising candidate for future work toward a pandemic H2 influenza vaccine.IMPORTANCE H2N2 influenza has caused at least one pandemic in the past. Given that individuals born after 1968 have not been exposed to H2N2 influenza viruses, a future pandemic caused by H2 influenza is likely. An effective H2 influenza vaccine would need to elicit broadly cross-reactive antibodies to multiple H2 influenza viruses. Choosing a wild-type virus to create a vaccine may elicit a narrow immune response and not protect against multiple H2 influenza viruses. COBRA H2 HA vaccines were developed and evaluated in mice along with wild-type H2 HA vaccines. Multiple COBRA H2 HA vaccines protected mice from all three viral challenges and produced broadly cross-reactive neutralizing antibodies to H2 influenza viruses.

scholarly journals Influenza A Virus Vaccination: Immunity, Protection, and Recent Advances Toward A Universal Vaccine

Vaccines ◽  
2020 ◽  
Vol 8 (3) ◽  
pp. 434 ◽  
Author(s):  
Christopher E. Lopez ◽  
Kevin L. Legge
Keyword(s):  
Immune Response ◽  
Influenza Virus ◽  
Virus Infection ◽  
Influenza A ◽  
Influenza Virus Infection ◽  
Influenza Viruses ◽  
Antigenic Drift ◽  
Influenza Vaccines ◽  
Virus Infections ◽  
Universal Vaccine

Influenza virus infections represent a serious public health threat and account for significant morbidity and mortality worldwide due to seasonal epidemics and periodic pandemics. Despite being an important countermeasure to combat influenza virus and being highly efficacious when matched to circulating influenza viruses, current preventative strategies of vaccination against influenza virus often provide incomplete protection due the continuous antigenic drift/shift of circulating strains of influenza virus. Prevention and control of influenza virus infection with vaccines is dependent on the host immune response induced by vaccination and the various vaccine platforms induce different components of the local and systemic immune response. This review focuses on the immune basis of current (inactivated influenza vaccines (IIV) and live attenuated influenza vaccines (LAIV)) as well as novel vaccine platforms against influenza virus. Particular emphasis will be placed on how each platform induces cross-protection against heterologous influenza viruses, as well as how this immunity compares to and contrasts from the “gold standard” of immunity generated by natural influenza virus infection.

scholarly journals Protective Immunity Based on the Conserved Hemagglutinin Stalk Domain and Its Prospects for Universal Influenza Vaccine Development

2014 ◽  
Vol 2014 ◽  
pp. 1-7 ◽  
Author(s):  
Madhu Khanna ◽  
Sachin Sharma ◽  
Binod Kumar ◽  
Roopali Rajput
Keyword(s):  
Influenza Virus ◽  
Influenza Vaccine ◽  
Natural Infection ◽  
Influenza Viruses ◽  
Cross Protection ◽  
Influenza B ◽  
Universal Vaccine ◽  
Virus Surface ◽  
Head Domain ◽  
Globular Head

Influenza virus surface glycoprotein hemagglutinin (HA) is an excellent and chief target thatelicitsneutralizing antibodies during vaccination or natural infection. Its HA2 subunit (stem domain) is most conserved as compared to HA1 subunit (globular head domain). Current influenza vaccine relies on globular head domain that provides protection only against the homologous vaccine strains, rarely provides cross-protection against divergent strains, and needs to be updated annually. There is an urge for a truly universal vaccine that provides broad cross-protection against different subtype influenza A viruses along with influenza B viruses and need not be updated annually. Antibodies against the stem domain of hemagglutinin (HA) are able to neutralize a wide spectrum of influenza virus strains and subtypes. These stem-specific antibodies have great potential for the development of universal vaccine against influenza viruses. In this review, we have discussed the stem-specific cross-reactive antibodies and heterosubtypic protection provided by them. We have also discussed their epitope-based DNA vaccine and their future prospects in this scenario.

scholarly journals Novel Ranking System for Identifying Efficacious Anti-Influenza Virus PB2 Inhibitors

2015 ◽  
Vol 59 (10) ◽  
pp. 6007-6016 ◽  
Author(s):  
Alice W. Tsai ◽  
Colleen F. McNeil ◽  
Joshua R. Leeman ◽  
Hamilton B. Bennett ◽  
Kwame Nti-Addae ◽  
...  
Keyword(s):  
Influenza Virus ◽  
Influenza A Virus ◽  
Influenza A ◽  
Therapeutic Agents ◽  
Influenza Viruses ◽  
Antigenic Drift ◽  
Whole Body ◽  
Infection Model ◽  
Virus Infections

ABSTRACTThrough antigenic drift and shifts, influenza virus infections continue to be an annual cause of morbidity in healthy populations and of death among elderly and at-risk patients. The emergence of highly pathogenic avian influenza viruses such as H5N1 and H7N9 and the rapid spread of the swine-origin H1N1 influenza virus in 2009 demonstrate the continued need for effective therapeutic agents for influenza. While several neuraminidase inhibitors have been developed for the treatment of influenza virus infections, these have shown a limited window for treatment initiation, and resistant variants have been noted in the population. In addition, an older class of antiviral drugs for influenza, the adamantanes, are no longer recommended for treatment due to widespread resistance. There remains a need for new influenza therapeutic agents with improved efficacy as well as an expanded window for the initiation of treatment. Azaindole compounds targeting the influenza A virus PB2 protein and demonstrating excellentin vitroandin vivoproperties have been identified. To evaluate thein vivoefficacy of these PB2 inhibitors, we utilized a mouse influenza A virus infection model. In addition to traditional endpoints, i.e., death, morbidity, and body weight loss, we measured lung function using whole-body plethysmography, and we used these data to develop a composite efficacy score that takes compound exposure into account. This model allowed the rapid identification and ranking of molecules relative to each other and to oseltamivir. The ability to identify compounds with enhanced preclinical properties provides an opportunity to develop more-effective treatments for influenza in patients.

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