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Dadonaite B, Ahn JJ, Ort JT, Yu J, Furey C, Dosey A, Hannon WW, Baker AV, Webby RJ, King NP, Liu Y, Hensley SE, Peacock TP, Moncla LH, Bloom JD. Deep mutational scanning of H5 hemagglutinin to inform influenza virus surveillance. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.23.595634. [PMID: 38826368 PMCID: PMC11142178 DOI: 10.1101/2024.05.23.595634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
H5 influenza is a potential pandemic threat. Previous studies have identified molecular phenotypes of the viral hemagglutinin (HA) protein that contribute to pandemic risk, including cell entry, receptor preference, HA stability, and reduced neutralization by polyclonal sera. Here we use pseudovirus deep mutational scanning to measure how all mutations to a clade 2.3.4.4b H5 HA affect each phenotype. We identify mutations that allow HA to better bind a2-6-linked sialic acids, and show that some viruses already carry mutations that stabilize HA. We also identify recent viral strains with reduced neutralization to sera elicited by candidate vaccine virus. Overall, the systematic nature of deep mutational scanning combined with the safety of pseudoviruses enables comprehensive characterization of mutations to inform surveillance of H5 influenza.
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Wallace LE, de Vries E, van Kuppeveld FJM, de Haan CAM. Neuraminidase-dependent entry of influenza A virus is determined by hemagglutinin receptor-binding specificity. J Virol 2023; 97:e0060223. [PMID: 37754760 PMCID: PMC10617504 DOI: 10.1128/jvi.00602-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 08/09/2023] [Indexed: 09/28/2023] Open
Abstract
IMPORTANCE Influenza A viruses (IAVs) contain hemagglutinin (HA) proteins involved in sialoglycan receptor binding and neuraminidase (NA) proteins that cleave sialic acids. While the importance of the NA protein in virion egress is well established, its role in virus entry remains to be fully elucidated. NA activity is needed for the release of virions from mucus decoy receptors, but conflicting results have been reported on the importance of NA activity in virus entry in the absence of decoy receptors. We now show that inhibition of NA activity affects virus entry depending on the receptor-binding properties of HA and the receptor repertoire present on cells. Inhibition of entry by the presence of mucus correlated with the importance of NA activity for virus entry, with the strongest inhibition being observed when mucus and OsC were combined. These results shed light on the importance in virus entry of the NA protein, an important antiviral drug target.
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Affiliation(s)
- Louisa E. Wallace
- Section of Virology, Division of Infectious Diseases and Immunology, Department of Biomolecular Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
| | - Erik de Vries
- Section of Virology, Division of Infectious Diseases and Immunology, Department of Biomolecular Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
| | - Frank J. M. van Kuppeveld
- Section of Virology, Division of Infectious Diseases and Immunology, Department of Biomolecular Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
| | - Cornelis A. M. de Haan
- Section of Virology, Division of Infectious Diseases and Immunology, Department of Biomolecular Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
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Pushan SS, Samantaray M, Rajagopalan M, Ramaswamy A. Evolution of Indian Influenza A (H1N1) Hemagglutinin Strains: A Comparative Analysis of the Pandemic Californian HA Strain. Front Mol Biosci 2023; 10:1111869. [PMID: 37006623 PMCID: PMC10061220 DOI: 10.3389/fmolb.2023.1111869] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 02/20/2023] [Indexed: 03/18/2023] Open
Abstract
The need for a vaccine/inhibitor design has become inevitable concerning the emerging epidemic and pandemic viral infections, and the recent outbreak of the influenza A (H1N1) virus is one such example. From 2009 to 2018, India faced severe fatalities due to the outbreak of the influenza A (H1N1) virus. In this study, the potential features of reported Indian H1N1 strains are analyzed in comparison with their evolutionarily closest pandemic strain, A/California/04/2009. The focus is laid on one of its surface proteins, hemagglutinin (HA), which imparts a significant role in attacking the host cell surface and its entry. The extensive analysis performed, in comparison with the A/California/04/2009 strain, revealed significant point mutations in all Indian strains reported from 2009 to 2018. Due to these mutations, all Indian strains disclosed altered features at the sequence and structural levels, which are further presumed to be associated with their functional diversity as well. The mutations observed with the 2018 HA sequence such as S91R, S181T, S200P, I312V, K319T, I419M, and E523D might improve the fitness of the virus in a new host and environment. The higher fitness and decreased sequence similarity of mutated strains may compromise therapeutic efficacy. In particular, the mutations observed commonly, such as serine-to-threonine, alanine-to-threonine, and lysine-to-glutamine at various regions, alter the physico-chemical features of receptor-binding domains, N-glycosylation, and epitope-binding sites when compared with the reference strain. Such mutations render diversity among all Indian strains, and the structural and functional characterization of these strains becomes inevitable. In this study, we observed that mutational drift results in the alteration of the receptor-binding domain, the generation of new variant N-glycosylation along with novel epitope-binding sites, and modifications at the structural level. Eventually, the pressing need to develop potentially distinct next-generation therapeutic inhibitors against the HA strains of the Indian influenza A (H1N1) virus is also highlighted here.
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Affiliation(s)
- Shilpa Sri Pushan
- Department of Bioinformatics, Pondicherry University, Puducherry, India
| | - Mahesh Samantaray
- Department of Bioinformatics, Pondicherry University, Puducherry, India
| | - Muthukumaran Rajagopalan
- Department of Biological Sciences and Bioengineering, Indian Institute of Technology Kanpur, Kanpur, India
| | - Amutha Ramaswamy
- Department of Bioinformatics, Pondicherry University, Puducherry, India
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4
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Lim J, Cheong Y, Kim YS, Chae W, Hwang BJ, Lee J, Jang YH, Roh YH, Seo SU, Seong BL. RNA-dependent assembly of chimeric antigen nanoparticles as an efficient H5N1 pre-pandemic vaccine platform. NANOMEDICINE-NANOTECHNOLOGY BIOLOGY AND MEDICINE 2021; 37:102438. [PMID: 34256061 DOI: 10.1016/j.nano.2021.102438] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 05/12/2021] [Accepted: 05/25/2021] [Indexed: 11/17/2022]
Abstract
Highly pathogenic avian influenza viruses (HPAIVs) pose a significant threat to human health, with high mortality rates, and require effective vaccines. We showed that, harnessed with novel RNA-mediated chaperone function, hemagglutinin (HA) of H5N1 HPAIV could be displayed as an immunologically relevant conformation on self-assembled chimeric nanoparticles (cNP). A tri-partite monomeric antigen was designed including: i) an RNA-interaction domain (RID) as a docking tag for RNA to enable chaperna function (chaperna: chaperone + RNA), ii) globular head domain (gd) of HA as a target antigen, and iii) ferritin as a scaffold for 24 mer-assembly. The immunization of mice with the nanoparticles (~46 nm) induced a 25-30 fold higher neutralizing capacity of the antibody and provided cross-protection from homologous and heterologous lethal challenges. This study suggests that cNP assembly is conducive to eliciting antibodies against the conserved region in HA, providing potent and broad protective efficacy.
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MESH Headings
- Animals
- Antibodies, Neutralizing/immunology
- Antibodies, Neutralizing/therapeutic use
- Antibodies, Viral/immunology
- Antibodies, Viral/therapeutic use
- Birds/virology
- Hemagglutinin Glycoproteins, Influenza Virus/genetics
- Hemagglutinin Glycoproteins, Influenza Virus/immunology
- Hemagglutinin Glycoproteins, Influenza Virus/therapeutic use
- Humans
- Influenza A Virus, H5N1 Subtype/drug effects
- Influenza A Virus, H5N1 Subtype/immunology
- Influenza A Virus, H5N1 Subtype/pathogenicity
- Influenza Vaccines/chemistry
- Influenza Vaccines/immunology
- Influenza Vaccines/therapeutic use
- Influenza in Birds/immunology
- Influenza in Birds/prevention & control
- Influenza in Birds/virology
- Mice
- Nanoparticles/chemistry
- Nanoparticles/therapeutic use
- Pandemics
- RNA/genetics
- RNA/immunology
- RNA/therapeutic use
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Affiliation(s)
- Jongkwan Lim
- Department of Biotechnology, College of Life Sciences and Biotechnology, Yonsei University, Seoul, Republic of Korea
| | - Yucheol Cheong
- Department of Biotechnology, College of Life Sciences and Biotechnology, Yonsei University, Seoul, Republic of Korea
| | - Young-Seok Kim
- Department of Biotechnology, College of Life Sciences and Biotechnology, Yonsei University, Seoul, Republic of Korea
| | - Wonil Chae
- Department of Biotechnology, College of Life Sciences and Biotechnology, Yonsei University, Seoul, Republic of Korea
| | - Beom Jeung Hwang
- Department of Biotechnology, College of Life Sciences and Biotechnology, Yonsei University, Seoul, Republic of Korea
| | - Jinhee Lee
- Department of Integrated OMICS for Biomedical Science, College of Life Sciences and Biotechnology, Yonsei University, Seoul, Republic of Korea
| | - Yo Han Jang
- Department of Biological Sciences and Biotechnology, College of Life Sciences and Biotechnology, Andong National University, Andong, Republic of Korea
| | - Young Hoon Roh
- Department of Biotechnology, College of Life Sciences and Biotechnology, Yonsei University, Seoul, Republic of Korea.
| | - Sang-Uk Seo
- Department of Microbiology, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
| | - Baik L Seong
- Department of Biotechnology, College of Life Sciences and Biotechnology, Yonsei University, Seoul, Republic of Korea; Department of Microbiology, College of Medicine, Yonsei University, Seoul, Republic of Korea; Vaccine Innovative Technology Alliance-Korea, Yonsei University, Seoul, Republic of Korea.
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Boonnak K, Mansanguan C, Schuerch D, Boonyuen U, Lerdsamran H, Jiamsomboon K, Sae Wang F, Huntrup A, Prasertsopon J, Kosoltanapiwat N, Puthavathana P. Molecular Characterization of Seasonal Influenza A and B from Hospitalized Patients in Thailand in 2018-2019. Viruses 2021; 13:977. [PMID: 34070388 PMCID: PMC8228477 DOI: 10.3390/v13060977] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 05/21/2021] [Accepted: 05/22/2021] [Indexed: 12/11/2022] Open
Abstract
Influenza viruses continue to be a major public health threat due to the possible emergence of more virulent influenza virus strains resulting from dynamic changes in virus adaptability, consequent of functional mutations and antigenic drift in surface proteins, especially hemagglutinin (HA) and neuraminidase (NA). In this study, we describe the genetic and evolutionary characteristics of H1N1, H3N2, and influenza B strains detected in severe cases of seasonal influenza in Thailand from 2018 to 2019. We genetically characterized seven A/H1N1 isolates, seven A/H3N2 isolates, and six influenza B isolates. Five of the seven A/H1N1 viruses were found to belong to clade 6B.1 and were antigenically similar to A/Switzerland/3330/2017 (H1N1), whereas two isolates belonged to clade 6B.1A1 and clustered with A/Brisbane/02/2018 (H1N1). Interestingly, we observed additional mutations at antigenic sites (S91R, S181T, T202I) as well as a unique mutation at a receptor binding site (S200P). Three-dimensional (3D) protein structure analysis of hemagglutinin protein reveals that this unique mutation may lead to the altered binding of the HA protein to a sialic acid receptor. A/H3N2 isolates were found to belong to clade 3C.2a2 and 3C.2a1b, clustering with A/Switzerland/8060/2017 (H3N2) and A/South Australia/34/2019 (H3N2), respectively. Amino acid sequence analysis revealed 10 mutations at antigenic sites including T144A/I, T151K, Q213R, S214P, T176K, D69N, Q277R, N137K, N187K, and E78K/G. All influenza B isolates in this study belong to the Victoria lineage. Five out of six isolates belong to clade 1A3-DEL, which relate closely to B/Washington/02/2009, with one isolate lacking the three amino acid deletion on the HA segment at position K162, N163, and D164. In comparison to the B/Colorado/06/2017, which is the representative of influenza B Victoria lineage vaccine strain, these substitutions include G129D, G133R, K136E, and V180R for HA protein. Importantly, the susceptibility to oseltamivir of influenza B isolates, but not A/H1N1 and A/H3N2 isolates, were reduced as assessed by the phenotypic assay. This study demonstrates the importance of monitoring genetic variation in influenza viruses regarding how acquired mutations could be associated with an improved adaptability for efficient transmission.
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Affiliation(s)
- Kobporn Boonnak
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand; (K.B.); (D.S.); (K.J.); (F.S.W.); (N.K.)
| | - Chayasin Mansanguan
- Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand;
| | - Dennis Schuerch
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand; (K.B.); (D.S.); (K.J.); (F.S.W.); (N.K.)
| | - Usa Boonyuen
- Department of Molecular Tropical Medicine and Genetics, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand;
| | - Hatairat Lerdsamran
- Center for Research and Innovation, Faculty of Medical Technology, Mahidol University, Nakhon Pathom 73170, Thailand; (H.L.); (J.P.)
| | - Kultida Jiamsomboon
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand; (K.B.); (D.S.); (K.J.); (F.S.W.); (N.K.)
| | - Fanny Sae Wang
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand; (K.B.); (D.S.); (K.J.); (F.S.W.); (N.K.)
| | - Arun Huntrup
- Hospital for Tropical Diseases, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand;
| | - Jarunee Prasertsopon
- Center for Research and Innovation, Faculty of Medical Technology, Mahidol University, Nakhon Pathom 73170, Thailand; (H.L.); (J.P.)
| | - Nathamon Kosoltanapiwat
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand; (K.B.); (D.S.); (K.J.); (F.S.W.); (N.K.)
| | - Pilaipan Puthavathana
- Center for Research and Innovation, Faculty of Medical Technology, Mahidol University, Nakhon Pathom 73170, Thailand; (H.L.); (J.P.)
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6
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Thompson AJ, Paulson JC. Adaptation of influenza viruses to human airway receptors. J Biol Chem 2020; 296:100017. [PMID: 33144323 PMCID: PMC7948470 DOI: 10.1074/jbc.rev120.013309] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 10/30/2020] [Accepted: 11/03/2020] [Indexed: 12/19/2022] Open
Abstract
Through annual epidemics and global pandemics, influenza A viruses (IAVs) remain a significant threat to human health as the leading cause of severe respiratory disease. Within the last century, four global pandemics have resulted from the introduction of novel IAVs into humans, with components of each originating from avian viruses. IAVs infect many avian species wherein they maintain a diverse natural reservoir, posing a risk to humans through the occasional emergence of novel strains with enhanced zoonotic potential. One natural barrier for transmission of avian IAVs into humans is the specificity of the receptor-binding protein, hemagglutinin (HA), which recognizes sialic-acid-containing glycans on host cells. HAs from human IAVs exhibit “human-type” receptor specificity, binding exclusively to glycans on cells lining the human airway where terminal sialic acids are attached in the α2-6 configuration (NeuAcα2-6Gal). In contrast, HAs from avian viruses exhibit specificity for “avian-type” α2-3-linked (NeuAcα2-3Gal) receptors and thus require adaptive mutations to bind human-type receptors. Since all human IAV pandemics can be traced to avian origins, there remains ever-present concern over emerging IAVs with human-adaptive potential that might lead to the next pandemic. This concern has been brought into focus through emergence of SARS-CoV-2, aligning both scientific and public attention to the threat of novel respiratory viruses from animal sources. In this review, we summarize receptor-binding adaptations underlying the emergence of all prior IAV pandemics in humans, maintenance and evolution of human-type receptor specificity in subsequent seasonal IAVs, and potential for future human-type receptor adaptation in novel avian HAs.
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Affiliation(s)
- Andrew J Thompson
- Department of Molecular Medicine, Scripps Research, La Jolla, California, USA.
| | - James C Paulson
- Department of Molecular Medicine, Scripps Research, La Jolla, California, USA; Department of Immunology & Microbiology, Scripps Research, La Jolla, California, USA.
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7
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Epidemiological and genetic characteristics of influenza virus and the effects of air pollution on laboratory-confirmed influenza cases in Hulunbuir, China, from 2010 to 2019. Epidemiol Infect 2020; 148:e159. [PMID: 32594933 PMCID: PMC7424604 DOI: 10.1017/s0950268820001387] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Objective A continuous survey on influenza was conducted in Hulunbuir, China from January 2010 to May 2019 to reveal epidemiological, microbiological and air pollutants associated with laboratory-confirmed influenza cases. Methods Influenza-like illness and severe acute respiratory infection subjects were enrolled from a sentinel hospital in Hulunbuir during the study period for epidemiological and virological investigation. The association between air pollutants and influenza-positivity rate was assessed by a generalised additive model. Results Of 4667 specimens, 550 (11.8%) were tested positive for influenza. The influenza-positivity was highest in the age groups of 5–14 years, 50–69 years and ⩾70 years. We found that the effect of particulate matter ⩽2.5 μm (PM2.5) concentrations on the influenza-positivity rate was statistically significant, particularly on day lag-4 and lag-5. Genetic characterisations showed that (H1N1) pdm09 strains belonged to subclade 6B.1 and that influenza B isolates belonged to subclade 1A-3Del, with significant substitutions in the haemagglutinin and neuraminidase proteins compared with those in the WHO-recommended vaccine strains. Conclusions Elderly individuals and school-age children were at high risk for influenza infection. PM2.5 concentrations showed significant effects on influenza-positivity rate in Hulunbuir, which could be considered in local influenza prevention strategies.
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8
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Zhao XN, Zhang HJ, Li D, Zhou JN, Chen YY, Sun YH, Adeola AC, Fu XQ, Shao Y, Zhang ML. Whole-genome sequencing reveals origin and evolution of influenza A(H1N1)pdm09 viruses in Lincang, China, from 2014 to 2018. PLoS One 2020; 15:e0234869. [PMID: 32579578 PMCID: PMC7314029 DOI: 10.1371/journal.pone.0234869] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Accepted: 06/03/2020] [Indexed: 11/18/2022] Open
Abstract
The continuous variation of the seasonal influenza viruses, particularly A(H1N1)pdm09, persistently threatens human life and health around the world. In local areas of southwest china, the large time-scale genomic research on A(H1N1)pdm09 is still insufficient. Here, we sequenced 45 whole-genome sequences of influenza A(H1N1)pdm09 viruses in Lincang, China, from 2014 to 2018, by next-generation sequencing technology to characterize molecular mechanisms of their origin and evolution. Our phylogenetic analyses suggest that the A(H1N1)pdm09 strains circulating in Lincang belong to clade 6B and the subclade 6B.1A predominates in 2018. Further, the strains in 2018 possess elevated evolutionary rate as compared to strains in other years. Several newly emerged mutations for HA (hemagglutinin) in 2018 are revealed (i.e., S183P and R221K). Intriguingly, the substitution R221K falls into the RBS (receptor binding site) of HA protein, which could affect antigenic properties of influenza A(H1N1)pdm09 viruses, and another substitution S183P near to RBS with a high covering frequency (11/14 strains) in 2018 is exactly located at the epitope B. Notably, the NA (neuraminidase) protein harbors a new mutation I23T, potentially involved in N-glycosylation. Based on the background with a higher evolutionary rate in 2018 strains, we deeply evaluate the potential vaccine efficacy against Lincang strains and discover a substantive decline of the vaccine efficacy in 2018. Our analyses reaffirm that the real-time molecular surveillance and timely updated vaccine strains for prevention and control of influenza A(H1N1)pdm09 are crucial in the future.
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Affiliation(s)
- Xiao-Nan Zhao
- Department of Acute Infectious Diseases Control and Prevention, Yunnan Provincial Center for Disease Control and Prevention, Kunming, Yunnan, China
| | - Han-Ju Zhang
- Lincang Center for Disease Control and Prevention, Lincang, Yunnan, China
| | - Duo Li
- Department of Acute Infectious Diseases Control and Prevention, Yunnan Provincial Center for Disease Control and Prevention, Kunming, Yunnan, China
| | - Jie-Nan Zhou
- Department of Acute Infectious Diseases Control and Prevention, Yunnan Provincial Center for Disease Control and Prevention, Kunming, Yunnan, China
| | - Yao-Yao Chen
- Department of Acute Infectious Diseases Control and Prevention, Yunnan Provincial Center for Disease Control and Prevention, Kunming, Yunnan, China
| | - Yan-Hong Sun
- Department of Acute Infectious Diseases Control and Prevention, Yunnan Provincial Center for Disease Control and Prevention, Kunming, Yunnan, China
| | - Adeniyi C. Adeola
- State Key Laboratory of Genetic Resources and Evolution, Chinese Academy of Sciences, Kunming Institute of Zoology, Kunming, Yunnan, China
| | - Xiao-Qing Fu
- Department of Acute Infectious Diseases Control and Prevention, Yunnan Provincial Center for Disease Control and Prevention, Kunming, Yunnan, China
| | - Yong Shao
- State Key Laboratory of Genetic Resources and Evolution, Chinese Academy of Sciences, Kunming Institute of Zoology, Kunming, Yunnan, China
- * E-mail: (MLZ); (YS)
| | - Mei-Ling Zhang
- Department of Acute Infectious Diseases Control and Prevention, Yunnan Provincial Center for Disease Control and Prevention, Kunming, Yunnan, China
- * E-mail: (MLZ); (YS)
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9
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Saha P, Biswas M, Gupta R, Majumdar A, Mitra S, Banerjee A, Mukherjee A, Dutta S, Chawla-Sarkar M. Molecular characterization of Influenza A pandemic H1N1 viruses circulating in eastern India during 2017-19: Antigenic diversity in comparison to the vaccine strains. INFECTION GENETICS AND EVOLUTION 2020; 81:104270. [PMID: 32142936 DOI: 10.1016/j.meegid.2020.104270] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Revised: 02/08/2020] [Accepted: 03/02/2020] [Indexed: 11/27/2022]
Abstract
In the endemic settings of India, high CFR (3.6-7.02%) was observed in the consecutive 2009, 2015 and 2017 A/H1N1pdm09 outbreaks, though in eastern India CFR varied between 0 and 5.5% during same period. Recurrent outbreaks of pandemic Influenza A/H1N1pdm09, fragmented nationwide incidence data, lack of national policy for Influenza vaccination in India underscores the necessity for generating regional level data. Thus, during 2017-19, 4106 referred samples from patients hospitalized with severe acute respiratory illness (SARI) in eastern India were tested for A/H1N1pdm09 infection. Among which 16.5% (n = 677/4106) were found A/H1N1pdm09 positive. Individuals <20 years and middle-aged persons (40-60 years) were most susceptible to A/H1N1pdm09 infection. The vaccine strain (A/human/California/07/2009) which was globally used before 2017, clustered in a different lineage away from the representative eastern Indian strains in the phylogenetic dendrogram. The vaccine strain (A/human/Michigan/45/2015) used in India during the study period and the WHO recommended strain (A/human/Brisbane/02/2018) for 2019-20 flu season for the northern hemisphere, clustered with the circulating isolates in the same lineage-6b. Dissimilarities in the amino acids encompassing the antigenic epitopes were seen to be highest with the vaccine strain- A/human/California/07/2009. The significant amino acid variations in the circulating strains with the current WHO recommended vaccine strain, implies the exigency of continuous pandemic A/H1N1pdm09 surveillance studies in this epidemiological setting. The absence of any Oseltamivir resistant mutation (H275Y) in the neuraminidase gene of the current isolates suggests continuing use of Tamiflu® as an antiviral therapy in suspected subjects in this region.
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Affiliation(s)
- Priyanka Saha
- Division of Virology, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - Madhumonti Biswas
- Regional Virus Research and Diagnostic Lab, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - Rudrak Gupta
- Regional Virus Research and Diagnostic Lab, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - Agniva Majumdar
- Regional Virus Research and Diagnostic Lab, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - Suvrotoa Mitra
- Division of Virology, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - Anindita Banerjee
- Division of Virology, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | | | - Shanta Dutta
- Regional Virus Research and Diagnostic Lab, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India
| | - Mamta Chawla-Sarkar
- Division of Virology, ICMR-National Institute of Cholera and Enteric Diseases, Kolkata, India.
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10
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Li Z, Tomlinson AC, Wong AH, Zhou D, Desforges M, Talbot PJ, Benlekbir S, Rubinstein JL, Rini JM. The human coronavirus HCoV-229E S-protein structure and receptor binding. eLife 2019; 8:51230. [PMID: 31650956 PMCID: PMC6970540 DOI: 10.7554/elife.51230] [Citation(s) in RCA: 127] [Impact Index Per Article: 25.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Accepted: 10/12/2019] [Indexed: 12/12/2022] Open
Abstract
The coronavirus S-protein mediates receptor binding and fusion of the viral and host cell membranes. In HCoV-229E, its receptor binding domain (RBD) shows extensive sequence variation but how S-protein function is maintained is not understood. Reported are the X-ray crystal structures of Class III-V RBDs in complex with human aminopeptidase N (hAPN), as well as the electron cryomicroscopy structure of the 229E S-protein. The structures show that common core interactions define the specificity for hAPN and that the peripheral RBD sequence variation is accommodated by loop plasticity. The results provide insight into immune evasion and the cross-species transmission of 229E and related coronaviruses. We also find that the 229E S-protein can expose a portion of its helical core to solvent. This is undoubtedly facilitated by hydrophilic subunit interfaces that we show are conserved among coronaviruses. These interfaces likely play a role in the S-protein conformational changes associated with membrane fusion.
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Affiliation(s)
- Zhijie Li
- Department of Molecular Genetics, The University of Toronto, Toronto, Canada
| | | | - Alan Hm Wong
- Department of Biochemistry, The University of Toronto, Toronto, Canada
| | - Dongxia Zhou
- Department of Molecular Genetics, The University of Toronto, Toronto, Canada
| | - Marc Desforges
- Laboratory of Neuroimmunovirology, INRS-Institut Armand-Frappier, Institut National de la Recherche Scientifique, Université du Québec, Laval, Canada
| | - Pierre J Talbot
- Laboratory of Neuroimmunovirology, INRS-Institut Armand-Frappier, Institut National de la Recherche Scientifique, Université du Québec, Laval, Canada
| | - Samir Benlekbir
- Molecular Medicine Program, The Hospital for Sick Children Research Institute, Toronto, Canada
| | - John L Rubinstein
- Department of Biochemistry, The University of Toronto, Toronto, Canada.,Molecular Medicine Program, The Hospital for Sick Children Research Institute, Toronto, Canada.,Department of Medical Biophysics, The University of Toronto, Toronto, Canada
| | - James M Rini
- Department of Molecular Genetics, The University of Toronto, Toronto, Canada.,Department of Biochemistry, The University of Toronto, Toronto, Canada
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11
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Jones S, Nelson-Sathi S, Wang Y, Prasad R, Rayen S, Nandel V, Hu Y, Zhang W, Nair R, Dharmaseelan S, Chirundodh DV, Kumar R, Pillai RM. Evolutionary, genetic, structural characterization and its functional implications for the influenza A (H1N1) infection outbreak in India from 2009 to 2017. Sci Rep 2019; 9:14690. [PMID: 31604969 PMCID: PMC6789102 DOI: 10.1038/s41598-019-51097-w] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2019] [Accepted: 09/20/2019] [Indexed: 12/27/2022] Open
Abstract
Influenza A (H1N1) continues to be a major public health threat due to possible emergence of a more virulent H1N1 strain resulting from dynamic changes in virus adaptability consequent to functional mutations and antigenic drift in the hemagglutinin (HA) and neuraminidase (NA) surface proteins. In this study, we describe the genetic and evolutionary characteristics of H1N1 strains that circulated in India over a period of nine years from 2009 to 2017 in relation to global strains. The finding is important from a global perspective since previous phylogenetic studies have suggested that the tropics contributed substantially to the global circulation of influenza viruses. Bayesian phylogenic analysis of HA sequences along with global strains indicated that there is a temporal pattern of H1N1 evolution and clustering of Indian isolates with globally circulating strains. Interestingly, we observed four new amino acid substitutions (S179N, I233T, S181T and I312V) in the HA sequence of H1N1 strains isolated during 2017 and two (S181T and I312V) were found to be unique in Indian isolates. Structurally these two unique mutations could lead to altered glycan specificity of the HA gene. Similarly, sequence and structural analysis of NA domain revealed that the presence of K432E mutation in H1N1 strains isolated after 2015 from India and in global strains found to induce a major loop shift in the vicinity of the catalytic site. The findings presented here offer an insight as to how these acquired mutations could be associated to an improved adaptability of the virus for efficient human transmissibility.
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Affiliation(s)
- Sara Jones
- Pathogen Biology Program, Rajiv Gandhi Center for Biotechnology, Thiruvananthapuram, Kerala, 695014, India
| | - Shijulal Nelson-Sathi
- Interdiciplinary Biology Program, Rajiv Gandhi Center for Biotechnology, Thiruvananthapuram, Kerala, 695014, India
| | - Yejun Wang
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Shenzhen University Health Science Center, Shenzhen, 518060, China
| | - Raji Prasad
- Pathogen Biology Program, Rajiv Gandhi Center for Biotechnology, Thiruvananthapuram, Kerala, 695014, India
| | - Sabrina Rayen
- Interdiciplinary Biology Program, Rajiv Gandhi Center for Biotechnology, Thiruvananthapuram, Kerala, 695014, India
| | - Vibhuti Nandel
- Interdiciplinary Biology Program, Rajiv Gandhi Center for Biotechnology, Thiruvananthapuram, Kerala, 695014, India
| | - Yueming Hu
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Shenzhen University Health Science Center, Shenzhen, 518060, China
| | - Wei Zhang
- Shenzhen Gen Read Technology, Shenzhen, 518000, China
| | - Radhakrishnan Nair
- Laboratory Medicine and Molecular Diagnostics Program, Rajiv Gandhi Centre for Biotechnology, Thiruvananthapuram, Kerala, 695014, India
| | - Sanjai Dharmaseelan
- Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Thiruvananthapuram, Kerala, 695014, India
| | | | - Rakesh Kumar
- Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Thiruvananthapuram, Kerala, 695014, India.
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12
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Al Khatib HA, Al Thani AA, Gallouzi I, Yassine HM. Epidemiological and genetic characterization of pH1N1 and H3N2 influenza viruses circulated in MENA region during 2009-2017. BMC Infect Dis 2019; 19:314. [PMID: 30971204 PMCID: PMC6458790 DOI: 10.1186/s12879-019-3930-6] [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] [Received: 06/13/2018] [Accepted: 03/20/2019] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Influenza surveillance is necessary for detection of emerging variants of epidemiologic and clinical significance. This study describes the epidemiology of influenza types A and B, and molecular characteristics of surface glycoproteins (hemagglutinin [HA] and neuraminidase [NA]) of influenza A subtypes: pH1N1 and H3N2 circulated in Arabian Gulf, Levant and North Africa regions during 2009-2017. METHODS Analysis of phylogenetics and evolution of HA and NA genes was done using full HA and NA sequences (n = 1229) downloaded from Influenza Research Database (IRD). RESULTS In total, 130,354 influenza positive cases were reported to WHO during study period. Of these, 50.8% were pH1N1 positive, 15.9% were H3N2 positives and 17.2% were influenza B positive. With few exceptions, all three regions were showing the typical seasonal influenza peak similar to that reported in Northern hemisphere (December-March). However, influenza activity started earlier (October) in both Gulf and North Africa while commenced later during November in Levant countries. The molecular analysis of the HA genes (influenza A subtypes) revealed similar mutations to those reported worldwide. Generally, amino acid substitutions were most frequently found in head domain in H1N1 pandemic viruses, while localized mainly in the stem region in H3N2 viruses. Expectedly, seasons with high pH1N1 influenza activity was associated with a relatively higher number of substitutions in the head domain of the HA in pH1N1 subtype. Furthermore, nucleotide variations were lower at the antigenic sites of pH1N1 viruses compared to H3N2 viruses, which experienced higher variability at the antigenic sites, reflecting the increased immunological pressure because of longer circulation and continuous vaccine changes. Analysis of NA gene of pH1N1 viruses revealed sporadic detections of oseltamivir-resistance mutation, H275Y, in 4% of reported sequences, however, none of NAI resistance mutations were found in the NA of H3N2 viruses. CONCLUSIONS Molecular characterization of H1N1 and H3N2 viruses over 9 years revealed significant differences with regard to position and function of characterized substitutions. While pH1N1 virus substitutions were mainly found in HA head domain, H3N2 virus substitutions were mostly found in HA stem domain. Additionally, more fixed substitutions were encountered in H3N2 virus compared to larger number of non-fixed substitutions in pH1N1.
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Affiliation(s)
- Hebah A Al Khatib
- Life Science division, College of Science and Engineering, Hamad Ben Khalifah University, Doha, 34110, Qatar
| | | | - Imed Gallouzi
- Life Science division, College of Science and Engineering, Hamad Ben Khalifah University, Doha, 34110, Qatar.,Biochemistry Department and Goodman Cancer Center, 3655 Promenade Sir William Osler, McGill University, Montreal, Quebec, H3G1Y6, Canada
| | - Hadi M Yassine
- Biomedical Research Center, Qatar University, Doha, 2713, Qatar.
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13
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Yasuhara A, Yamayoshi S, Ito M, Kiso M, Yamada S, Kawaoka Y. Isolation and Characterization of Human Monoclonal Antibodies That Recognize the Influenza A(H1N1)pdm09 Virus Hemagglutinin Receptor-Binding Site and Rarely Yield Escape Mutant Viruses. Front Microbiol 2018; 9:2660. [PMID: 30443246 PMCID: PMC6222141 DOI: 10.3389/fmicb.2018.02660] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 10/18/2018] [Indexed: 11/13/2022] Open
Abstract
The influenza A virus rapidly mutates to escape from antibodies. Here, we isolated and characterized three human monoclonal antibodies (mAbs) that neutralize A(H1N1)pdm09 viruses. Generation of escape mutant viruses suggested that these antibodies recognized conserved residues of the receptor-binding site (RBS) of hemagglutinin (HA) and that mutant viruses that escaped from these mAbs rarely appeared. Moreover, the escape mutant viruses grew significantly slower than wild-type virus, indicating their reduced fitness. These results indicate that these three human mAbs against the RBS of HA have the potential to be anti-influenza agents with a low propensity for the development of resistant viruses.
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Affiliation(s)
- Atsuhiro Yasuhara
- Division of Virology, Department of Microbiology and Immunology, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Seiya Yamayoshi
- Division of Virology, Department of Microbiology and Immunology, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Mutsumi Ito
- Division of Virology, Department of Microbiology and Immunology, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Maki Kiso
- Division of Virology, Department of Microbiology and Immunology, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Shinya Yamada
- Division of Virology, Department of Microbiology and Immunology, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Yoshihiro Kawaoka
- Division of Virology, Department of Microbiology and Immunology, Institute of Medical Science, University of Tokyo, Tokyo, Japan.,Department of Pathobiological Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, United States.,Department of Special Pathogens, International Research Center for Infectious Diseases, Institute of Medical Science, University of Tokyo, Tokyo, Japan.,ERATO Infection-Induced Host Responses Project, Japan Science and Technology Agency, Saitama, Japan
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14
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Evolution and dynamics of the pandemic H1N1 influenza hemagglutinin protein from 2009 to 2017. Arch Virol 2018; 163:3035-3049. [PMID: 30066273 DOI: 10.1007/s00705-018-3962-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 07/31/2018] [Indexed: 10/28/2022]
Abstract
The emergence of swine-origin pandemic H1N1 (pH1N1) in 2009 invigorated extensive surveillance programs worldwide which have resulted in the deposition of large numbers of H1N1 sequences to Genbank. In the present study, we report on global evolution and dynamics of the pandemic H1N1 influenza Hemagglutinin (HA) protein in viruses isolated from three different continents (North America, Europe and Asia) during the period between April 2009 until April 2017. Close to 2000 HA full protein sequences were downloaded from the Influenza Research Database of the NCBI and analyzed using DNAStar to run an alignment, the web-based NetNglyc to predict N-Glycosylation sites and finally, the BEAST software package to calculate evolution and substitution rates. Our analysis improves upon other published papers in that we report on frequencies, dynamics and impact of HA mutations in pH1N1 viruses isolated from three continents during the past decade, as well as the evolution rate and site-specific selection pressures. Sequence based analysis demonstrated substantial changes in the HA protein over the last decade. Results showed that the HA gene is under negative selection (P value; HA= -2.253). The evolution rates varied among the three continents ranging from 2.36 × 10-3 in Europe to 3.18 × 10-3 in Asia. Mutations were detected at higher frequency and faster rate at the antigenic sites surrounding the receptor-binding domain (RBD), in particular, in the Sa and Sb sites. Mutations were either gradually accumulated to become fixed in currently circulating strains (D114N, S179N, S202T, S220T, I233T, K300E and E391K) or dynamic in terms of appearance and disappearance, both spatially and temporally (A203T, N458K and E508G). Some of the reported mutations have been shown to increase infection severity (D239G/N; globular head), enhance HA binding affinity to its receptor (S200P and S202T; RBD), or have deleterious effect on HA function (N458K and E508G; stem region). The continuous accumulation of mutations at the Sa site led to the gradual acquisition of glycosylation at residue 179 starting from 2015, which became a dominant feature in all strains isolated in the following years. In addition to sharing common amino acid substitutions (e.g. S179N in HA head and E516K in HA stem) with previous seasonal strains, the pattern of glycosylation acquisition/loss at 177 and 179 positions on the globular head, which are prominent features of immune escape, implicate that pH1N1 might follow a similar evolution trend as the SC1918 pandemic virus.
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15
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Enhanced Human-Type Receptor Binding by Ferret-Transmissible H5N1 with a K193T Mutation. J Virol 2018; 92:JVI.02016-17. [PMID: 29491160 DOI: 10.1128/jvi.02016-17] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Accepted: 02/12/2018] [Indexed: 01/08/2023] Open
Abstract
All human influenza pandemics have originated from avian influenza viruses. Although multiple changes are needed for an avian virus to be able to transmit between humans, binding to human-type receptors is essential. Several research groups have reported mutations in H5N1 viruses that exhibit specificity for human-type receptors and promote respiratory droplet transmission between ferrets. Upon detailed analysis, we have found that these mutants exhibit significant differences in fine receptor specificity compared to human H1N1 and H3N2 and retain avian-type receptor binding. We have recently shown that human influenza viruses preferentially bind to α2-6-sialylated branched N-linked glycans, where the sialic acids on each branch can bind to receptor sites on two protomers of the same hemagglutinin (HA) trimer. In this binding mode, the glycan projects over the 190 helix at the top of the receptor-binding pocket, which in H5N1 would create a stearic clash with lysine at position 193. Thus, we hypothesized that a K193T mutation would improve binding to branched N-linked receptors. Indeed, the addition of the K193T mutation to the H5 HA of a respiratory-droplet-transmissible virus dramatically improves both binding to human trachea epithelial cells and specificity for extended α2-6-sialylated N-linked glycans recognized by human influenza viruses.IMPORTANCE Infections by avian H5N1 viruses are associated with a high mortality rate in several species, including humans. Fortunately, H5N1 viruses do not transmit between humans because they do not bind to human-type receptors. In 2012, three seminal papers have shown how these viruses can be engineered to transmit between ferrets, the human model for influenza virus infection. Receptor binding, among others, was changed, and the viruses now bind to human-type receptors. Receptor specificity was still markedly different compared to that of human influenza viruses. Here we report an additional mutation in ferret-transmissible H5N1 that increases human-type receptor binding. K193T seems to be a common receptor specificity determinant, as it increases human-type receptor binding in multiple subtypes. The K193T mutation can now be used as a marker during surveillance of emerging viruses to assess potential pandemic risk.
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16
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Suptawiwat O, Kongchanagul A, Boonarkart C, Auewarakul P. H1N1 seasonal influenza virus evolutionary rate changed over time. Virus Res 2018; 250:43-50. [PMID: 29608996 DOI: 10.1016/j.virusres.2018.03.020] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Revised: 03/17/2018] [Accepted: 03/29/2018] [Indexed: 11/17/2022]
Abstract
It was previously shown that the seasonal H1N1 influenza virus antigenic drift occurred at a slower rate than the seasonal H3N2 virus during the first decade of the 21th century. It was hypothesized that the slower antigenic evolution led to a decrease in average ages of infection, which in turn resulted in lower level of global viral circulation. It is unclear what caused the difference between the two viruses, but a plausible explanation may be related to the fact that the H1N1 virus had been in human population for much longer than the H3N2 virus. This would suggest that H1N1 antigenic drift in an earlier period may have been different from a more recent period. To test this hypothesis, we analyzed seasonal H1N1 influenza sequences during various time periods. In comparison to more recent H1N1 virus, the older H1N1 virus during the first half of the 20th century showed evidences of higher nonsynnonymous/synonymous ration (dN/dS) in its hemagglutinin (HA) gene. We compared amino acid sequence changes in the HA epitopes for each outbreak season and found that there were less changes in later years. Amino acid sequence diversity in the epitopes as measured by sequence entropy became smaller for each passing decade. These suggest that there might be some limit to the antigenic drift. The longer an influenza virus has drifted in human population, the less flexibility it may become. With less flexibility to adapt and escape the host immunity, the virus may have to rely more on younger naïve population.
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Affiliation(s)
- Ornpreya Suptawiwat
- Faculty of Medicine and Public Health, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, 54 Kamphaeng Phet 6 Talat Bang Khen, Lak Si, Bangkok, 10210, Thailand
| | - Alita Kongchanagul
- The Institute of Molecular Biosciences, Mahidol University, 25/25 Phuttamonthon 4 Road, Salaya, Nakhon Pathom, 73170, Thailand.
| | - Chompunuch Boonarkart
- Department of Microbiology, Faculty of Medicine Siriraj Hospital, Mahidol Universit, 2 Prannok Road. Bangkoknoi, Bangkok, 10700, Thailand
| | - Prasert Auewarakul
- Department of Microbiology, Faculty of Medicine Siriraj Hospital, Mahidol Universit, 2 Prannok Road. Bangkoknoi, Bangkok, 10700, Thailand
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17
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Klingen TR, Reimering S, Loers J, Mooren K, Klawonn F, Krey T, Gabriel G, McHardy AC. Sweep Dynamics (SD) plots: Computational identification of selective sweeps to monitor the adaptation of influenza A viruses. Sci Rep 2018; 8:373. [PMID: 29321538 PMCID: PMC5762865 DOI: 10.1038/s41598-017-18791-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Accepted: 12/18/2017] [Indexed: 01/08/2023] Open
Abstract
Monitoring changes in influenza A virus genomes is crucial to understand its rapid evolution and adaptation to changing conditions e.g. establishment within novel host species. Selective sweeps represent a rapid mode of adaptation and are typically observed in human influenza A viruses. We describe Sweep Dynamics (SD) plots, a computational method combining phylogenetic algorithms with statistical techniques to characterize the molecular adaptation of rapidly evolving viruses from longitudinal sequence data. SD plots facilitate the identification of selective sweeps, the time periods in which these occurred and associated changes providing a selective advantage to the virus. We studied the past genome-wide adaptation of the 2009 pandemic H1N1 influenza A (pH1N1) and seasonal H3N2 influenza A (sH3N2) viruses. The pH1N1 influenza virus showed simultaneous amino acid changes in various proteins, particularly in seasons of high pH1N1 activity. Partially, these changes resulted in functional alterations facilitating sustained human-to-human transmission. In the evolution of sH3N2 influenza viruses, we detected changes characterizing vaccine strains, which were occasionally revealed in selective sweeps one season prior to the WHO recommendation. Taken together, SD plots allow monitoring and characterizing the adaptive evolution of influenza A viruses by identifying selective sweeps and their associated signatures.
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MESH Headings
- Algorithms
- Computational Biology/methods
- Evolution, Molecular
- Hemagglutinins, Viral/chemistry
- Hemagglutinins, Viral/genetics
- Hemagglutinins, Viral/immunology
- Humans
- Influenza A Virus, H1N1 Subtype/genetics
- Influenza A Virus, H1N1 Subtype/immunology
- Influenza A Virus, H3N2 Subtype/genetics
- Influenza A Virus, H3N2 Subtype/immunology
- Influenza Vaccines/genetics
- Influenza Vaccines/immunology
- Influenza, Human/immunology
- Influenza, Human/virology
- Models, Molecular
- Phylogeny
- Protein Conformation
- Sequence Analysis, RNA/methods
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Affiliation(s)
- Thorsten R Klingen
- Department for Computational Biology of Infection Research1, Helmholtz Center for Infection Research, Braunschweig, Germany
| | - Susanne Reimering
- Department for Computational Biology of Infection Research1, Helmholtz Center for Infection Research, Braunschweig, Germany
| | - Jens Loers
- Department for Computational Biology of Infection Research1, Helmholtz Center for Infection Research, Braunschweig, Germany
| | - Kyra Mooren
- Department for Computational Biology of Infection Research1, Helmholtz Center for Infection Research, Braunschweig, Germany
| | - Frank Klawonn
- Biostatistics Group, Helmholtz Center for Infection Research, Braunschweig, Germany
- Department of Computer Science, Ostfalia University of Applied Sciences, Wolfenbüttel, Germany
| | - Thomas Krey
- Institute of Virology, Hannover Medical School, Hannover, Germany
- German Center for Infection Research (DZIF), Braunschweig, Germany
| | - Gülsah Gabriel
- Viral Zoonoses and Adaptation, Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany
- University of Lübeck, Lübeck, Germany
| | - Alice C McHardy
- Department for Computational Biology of Infection Research1, Helmholtz Center for Infection Research, Braunschweig, Germany.
- German Center for Infection Research (DZIF), Braunschweig, Germany.
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18
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Wong AHM, Tomlinson ACA, Zhou D, Satkunarajah M, Chen K, Sharon C, Desforges M, Talbot PJ, Rini JM. Receptor-binding loops in alphacoronavirus adaptation and evolution. Nat Commun 2017; 8:1735. [PMID: 29170370 PMCID: PMC5701055 DOI: 10.1038/s41467-017-01706-x] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2017] [Accepted: 10/06/2017] [Indexed: 02/08/2023] Open
Abstract
RNA viruses are characterized by a high mutation rate, a buffer against environmental change. Nevertheless, the means by which random mutation improves viral fitness is not well characterized. Here we report the X-ray crystal structure of the receptor-binding domain (RBD) of the human coronavirus, HCoV-229E, in complex with the ectodomain of its receptor, aminopeptidase N (APN). Three extended loops are solely responsible for receptor binding and the evolution of HCoV-229E and its close relatives is accompanied by changing loop–receptor interactions. Phylogenetic analysis shows that the natural HCoV-229E receptor-binding loop variation observed defines six RBD classes whose viruses have successively replaced each other in the human population over the past 50 years. These RBD classes differ in their affinity for APN and their ability to bind an HCoV-229E neutralizing antibody. Together, our results provide a model for alphacoronavirus adaptation and evolution based on the use of extended loops for receptor binding. Coronaviruses have a relatively high mutation rate, potentially allowing fast adaptation to changing pressures. Here, Wong et al. provide the structure of the receptor-binding domain (RBD) of the human coronavirus HCoV-229E and its receptor and analyze the evolution of the RBD over the past 50 years.
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Affiliation(s)
- Alan H M Wong
- Department of Biochemistry, University of Toronto, 1 King's College Circle, Toronto, Ontario, Canada, M5S 1A8
| | - Aidan C A Tomlinson
- Department of Biochemistry, University of Toronto, 1 King's College Circle, Toronto, Ontario, Canada, M5S 1A8
| | - Dongxia Zhou
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, Ontario, Canada, M5S 1A8
| | - Malathy Satkunarajah
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, Ontario, Canada, M5S 1A8
| | - Kevin Chen
- Department of Biochemistry, University of Toronto, 1 King's College Circle, Toronto, Ontario, Canada, M5S 1A8
| | - Chetna Sharon
- Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, Ontario, Canada, M5S 1A8
| | - Marc Desforges
- Laboratory of Neuroimmunovirology, INRS-Institut Armand-Frappier, Institut National de la Recherche Scientifique, Université du Québec, 531 Boulevard des Prairies, Laval, Québec, Canada, H7V 1B7
| | - Pierre J Talbot
- Laboratory of Neuroimmunovirology, INRS-Institut Armand-Frappier, Institut National de la Recherche Scientifique, Université du Québec, 531 Boulevard des Prairies, Laval, Québec, Canada, H7V 1B7
| | - James M Rini
- Department of Biochemistry, University of Toronto, 1 King's College Circle, Toronto, Ontario, Canada, M5S 1A8. .,Department of Molecular Genetics, University of Toronto, 1 King's College Circle, Toronto, Ontario, Canada, M5S 1A8.
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19
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Retamal M, Abed Y, Rhéaume C, Baz M, Boivin G. In vitro and in vivo evidence of a potential A(H1N1)pdm09 antigenic drift mediated by escape mutations in the haemagglutinin Sa antigenic site. J Gen Virol 2017. [PMID: 28631598 DOI: 10.1099/jgv.0.000800] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Influenza A(H1N1)pdm09 virus continues to circulate worldwide without evidence of significant antigenic drift between 2009 and 2016. By using escape mutants, we previously identified six haemagglutinin (HA) changes (T80R, G143E, G158E, N159D, K166E and A198E) that were located within antigenic sites. Combinations of these mutations were introduced into the A(H1N1)pdm09 HA plasmid by mutagenesis. Reassortant 6 : 2 viruses containing both the HA and NA genes of the A(H1N1)pdm09 and the six internal gene segments of A/PR/8/34 were rescued by reverse genetics. In vitro, HA inhibition and microneutralization assays showed that the HA hexa-mutant reassortant virus (RG1) escaped A(H1N1)pdm09 hyper-immune ferret antiserum recognition. C57Black/6 mice that received the vaccine formulated with A/California/07/09 were challenged with 2×104 p.f.u. of either the 6 : 2 wild-type (WT) or RG1 viruses. Reductions in body weight loss, mortality rate and lung viral titre were observed in immunized animals challenged with the 6 : 2 WT virus compared to non-immunized mice. However, immunization did not protect mice challenged with RG1 virus. To further characterize the mutations causing this antigenic change, 11 additional RG viruses whose HA gene contained single or combinations of mutations were evaluated in vitro. Although the RG1 virus was still the least reactive against hyper-immune serum by HAI testing, mutations G158E and N159D within the Sa antigenic site appeared to play the major role in the altered antigenicity of the A(H1N1)pdm09 virus. These results show that the Sa antigenic site contains the most prominent epitopes susceptible to cause an antigenic drift, escaping actual vaccine protection.
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Affiliation(s)
- Miguel Retamal
- Research Center in Infectious Diseases of the CHU of Québec and Laval University, Québec City, Quebec, Canada
| | - Yacine Abed
- Research Center in Infectious Diseases of the CHU of Québec and Laval University, Québec City, Quebec, Canada
| | - Chantal Rhéaume
- Research Center in Infectious Diseases of the CHU of Québec and Laval University, Québec City, Quebec, Canada
| | - Mariana Baz
- Research Center in Infectious Diseases of the CHU of Québec and Laval University, Québec City, Quebec, Canada
| | - Guy Boivin
- Research Center in Infectious Diseases of the CHU of Québec and Laval University, Québec City, Quebec, Canada
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20
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Three mutations switch H7N9 influenza to human-type receptor specificity. PLoS Pathog 2017; 13:e1006390. [PMID: 28617868 PMCID: PMC5472306 DOI: 10.1371/journal.ppat.1006390] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Accepted: 04/28/2017] [Indexed: 12/26/2022] Open
Abstract
The avian H7N9 influenza outbreak in 2013 resulted from an unprecedented incidence of influenza transmission to humans from infected poultry. The majority of human H7N9 isolates contained a hemagglutinin (HA) mutation (Q226L) that has previously been associated with a switch in receptor specificity from avian-type (NeuAcα2-3Gal) to human-type (NeuAcα2-6Gal), as documented for the avian progenitors of the 1957 (H2N2) and 1968 (H3N2) human influenza pandemic viruses. While this raised concern that the H7N9 virus was adapting to humans, the mutation was not sufficient to switch the receptor specificity of H7N9, and has not resulted in sustained transmission in humans. To determine if the H7 HA was capable of acquiring human-type receptor specificity, we conducted mutation analyses. Remarkably, three amino acid mutations conferred a switch in specificity for human-type receptors that resembled the specificity of the 2009 human H1 pandemic virus, and promoted binding to human trachea epithelial cells. Influenza A virus of the H7N9 subtype continues to cross the species barrier from poultry to humans. This zoonotic ability is remarkable as the virus retains specificity to avian-type receptors. To effectively transmit between humans, the virus needs to acquire human-type receptor specificity. In this study, we show that recombinant H7 proteins need three amino acid mutations to change specificity to human-type receptors. Although we are not allowed to assess if these mutations would lead to efficient transmission in the ferret model, this knowledge will aid in surveillance. If these amino acid mutations are observed to arise during natural selection in humans, timely actions could be taken.
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21
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Peng W, de Vries RP, Grant OC, Thompson AJ, McBride R, Tsogtbaatar B, Lee PS, Razi N, Wilson IA, Woods RJ, Paulson JC. Recent H3N2 Viruses Have Evolved Specificity for Extended, Branched Human-type Receptors, Conferring Potential for Increased Avidity. Cell Host Microbe 2016; 21:23-34. [PMID: 28017661 DOI: 10.1016/j.chom.2016.11.004] [Citation(s) in RCA: 144] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2015] [Revised: 07/27/2016] [Accepted: 11/07/2016] [Indexed: 10/20/2022]
Abstract
Human and avian influenza viruses recognize different sialic acid-containing receptors, referred to as human-type (NeuAcα2-6Gal) and avian-type (NeuAcα2-3Gal), respectively. This presents a species barrier for aerosol droplet transmission of avian viruses in humans and ferrets. Recent reports have suggested that current human H3N2 viruses no longer have strict specificity toward human-type receptors. Using an influenza receptor glycan microarray with extended airway glycans, we find that H3N2 viruses have in fact maintained human-type specificity, but they have evolved preference for a subset of receptors comprising branched glycans with extended poly-N-acetyl-lactosamine (poly-LacNAc) chains, a specificity shared with the 2009 pandemic H1N1 (Cal/04) hemagglutinin. Lipid-linked versions of extended sialoside receptors can restore susceptibility of sialidase-treated MDCK cells to infection by both recent (A/Victoria/361/11) and historical (A/Hong Kong/8/1968) H3N2 viruses. Remarkably, these human-type receptors with elongated branches have the potential to increase avidity by simultaneously binding to two subunits of a single hemagglutinin trimer.
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Affiliation(s)
- Wenjie Peng
- Departments of Cell and Molecular Biology, Chemical Physiology, and Immunology and Microbial Science, The Scripps Research Institute, La Jolla, CA, USA
| | - Robert P de Vries
- Departments of Cell and Molecular Biology, Chemical Physiology, and Immunology and Microbial Science, The Scripps Research Institute, La Jolla, CA, USA
| | - Oliver C Grant
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, USA
| | - Andrew J Thompson
- Departments of Cell and Molecular Biology, Chemical Physiology, and Immunology and Microbial Science, The Scripps Research Institute, La Jolla, CA, USA
| | - Ryan McBride
- Departments of Cell and Molecular Biology, Chemical Physiology, and Immunology and Microbial Science, The Scripps Research Institute, La Jolla, CA, USA
| | - Buyankhishig Tsogtbaatar
- Departments of Cell and Molecular Biology, Chemical Physiology, and Immunology and Microbial Science, The Scripps Research Institute, La Jolla, CA, USA
| | - Peter S Lee
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, USA
| | - Nahid Razi
- Departments of Cell and Molecular Biology, Chemical Physiology, and Immunology and Microbial Science, The Scripps Research Institute, La Jolla, CA, USA
| | - Ian A Wilson
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, USA.,Skaggs Institute for Chemical Biology, The Scripps Research Institute, La Jolla, CA, USA
| | - Robert J Woods
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, USA
| | - James C Paulson
- Departments of Cell and Molecular Biology, Chemical Physiology, and Immunology and Microbial Science, The Scripps Research Institute, La Jolla, CA, USA
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22
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Byarugaba DK, Erima B, Millard M, Kibuuka H, Lkwago L, Bwogi J, Mimbe D, Kiconco JB, Tugume T, Mworozi EA, Turner J, Mckenzie PP, Webby RRJ, Webster RG, Foret C, Ducatez MF, Coldren R, Wabwire-Mangen F, Krauss S. Whole-genome analysis of influenza A(H1N1)pdm09 viruses isolated in Uganda from 2009 to 2011. Influenza Other Respir Viruses 2016; 10:486-492. [PMID: 27339410 PMCID: PMC5059949 DOI: 10.1111/irv.12401] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/18/2016] [Indexed: 11/30/2022] Open
Abstract
We report a whole-genome analysis of 19 influenza A(H1N1)pdm09 isolates from four Ugandan hospitals between 2009 and 2011. The isolates differed from the vaccine strain A/California/07/2009 by three amino acid substitutions P100S, S220T, and I338V in the hemagglutinin and by two amino acid substitutions V106I and N248D in the neuraminidase proteins with consistent mutations in all gene segments distinguishing isolates from the 2009/2010 to 2010/2011 seasons. Phylogenetic analysis showed low genetic evolution, with genetic distances of 0%-1.3% and 0.1%-1.6% for HA and NA genes, respectively. The amino acid substitutions did not lead to antigenic differences from the reference strains.
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Affiliation(s)
- Denis K Byarugaba
- College of Veterinary Medicine, Makerere University, Kampala, Uganda. .,Makerere University Walter Reed Project, Kampala, Uganda.
| | - Bernard Erima
- Makerere University Walter Reed Project, Kampala, Uganda
| | - Monica Millard
- Makerere University Walter Reed Project, Kampala, Uganda
| | - Hannah Kibuuka
- Makerere University Walter Reed Project, Kampala, Uganda
| | | | | | - Derrick Mimbe
- Makerere University Walter Reed Project, Kampala, Uganda
| | | | - Titus Tugume
- Makerere University Walter Reed Project, Kampala, Uganda
| | - Edison A Mworozi
- College of Health Sciences, Makerere University, Kampala, Uganda
| | - Jasmine Turner
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Pamela P Mckenzie
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Richard R J Webby
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Robert G Webster
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Mariette F Ducatez
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, USA.,IHAP, INRA, ENVT, Université de Toulouse, Toulouse, France
| | - Rodney Coldren
- U.S. Army Medical Research Directorate-Kenya, U.S. Embassy, Nairobi, Kenya
| | | | - Scott Krauss
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, USA
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23
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Otte A, Marriott AC, Dreier C, Dove B, Mooren K, Klingen TR, Sauter M, Thompson KA, Bennett A, Klingel K, van Riel D, McHardy AC, Carroll MW, Gabriel G. Evolution of 2009 H1N1 influenza viruses during the pandemic correlates with increased viral pathogenicity and transmissibility in the ferret model. Sci Rep 2016; 6:28583. [PMID: 27339001 PMCID: PMC4919623 DOI: 10.1038/srep28583] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2015] [Accepted: 06/07/2016] [Indexed: 12/31/2022] Open
Abstract
There is increasing evidence that 2009 pandemic H1N1 influenza viruses have evolved after pandemic onset giving rise to severe epidemics in subsequent waves. However, it still remains unclear which viral determinants might have contributed to disease severity after pandemic initiation. Here, we show that distinct mutations in the 2009 pandemic H1N1 virus genome have occurred with increased frequency after pandemic declaration. Among those, a mutation in the viral hemagglutinin was identified that increases 2009 pandemic H1N1 virus binding to human-like α2,6-linked sialic acids. Moreover, these mutations conferred increased viral replication in the respiratory tract and elevated respiratory droplet transmission between ferrets. Thus, our data show that 2009 H1N1 influenza viruses have evolved after pandemic onset giving rise to novel virus variants that enhance viral replicative fitness and respiratory droplet transmission in a mammalian animal model. These findings might help to improve surveillance efforts to assess the pandemic risk by emerging influenza viruses.
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Affiliation(s)
- Anna Otte
- Viral Zoonoses and Adaptation, Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany
| | | | - Carola Dreier
- Viral Zoonoses and Adaptation, Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany
| | - Brian Dove
- Public Health England, Porton Down, United Kingdom
| | - Kyra Mooren
- Department for Computational Biology of Infection Research, Helmholtz Center for Infection Research, Braunschweig, Germany
| | - Thorsten R Klingen
- Department for Computational Biology of Infection Research, Helmholtz Center for Infection Research, Braunschweig, Germany
| | - Martina Sauter
- Department for Molecular Pathology, Institute of Pathology, University Hospital Tübingen, Germany
| | | | | | - Karin Klingel
- Department for Molecular Pathology, Institute of Pathology, University Hospital Tübingen, Germany
| | - Debby van Riel
- Viral Zoonoses and Adaptation, Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany.,Erasmus Medical Center, Rotterdam, The Netherlands
| | - Alice C McHardy
- Department for Computational Biology of Infection Research, Helmholtz Center for Infection Research, Braunschweig, Germany
| | | | - Gülsah Gabriel
- Viral Zoonoses and Adaptation, Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany.,Center for Structure and Cell Biology in Medicine, University of Lübeck, Germany
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24
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McBride R, Paulson JC, de Vries RP. A Miniaturized Glycan Microarray Assay for Assessing Avidity and Specificity of Influenza A Virus Hemagglutinins. J Vis Exp 2016. [PMID: 27284789 DOI: 10.3791/53847] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Influenza A virus (IAV) hemagglutinins recognize sialic acids on the cell surface as functional receptors to gain entry into cells. Wild waterfowl are the natural reservoir for IAV, but IAV can cross the species barrier to poultry, swine, horses and humans. Avian viruses recognize sialic acid attached to a penultimate galactose by a α2-3 linkage (avian-type receptors) whereas human viruses preferentially recognize sialic acid with a α2-6 linkage (human-type receptors). To monitor if avian viruses are adapting to human type receptors, several methods can be used. Glycan microarrays with diverse libraries of synthetic sialosides are increasingly used to evaluate receptor specificity. However, this technique is not used for measuring avidities. Measurement of avidity is typically achieved by evaluating the binding of serially diluted hemagglutinin or virus to glycans adsorbed to conventional polypropylene 96-well plates. In this assay, glycans with α2-3 or α2-6 sialic acids are coupled to biotin and adsorbed to streptavidin plates, or are coupled to polyacrylamide (PAA) which directly adsorb to the plastic. We have significantly miniaturized this assay by directly printing PAA-linked sialosides and their non PAA-linked counterparts on micro-well glass slides. This set-up, with 48 arrays on a single slide, enables simultaneous assays of 6 glycan binding proteins at 8 dilutions, interrogating 6 different glycans, including two non-sialylated controls. This is equivalent to 18x 96-well plates in the traditional plate assay. The glycan array format decreases consumption of compounds and biologicals and thus greatly enhances efficiency.
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Affiliation(s)
- Ryan McBride
- Department of Cell and Molecular Biology, Chemical Physiology and Microbial Science, The Scripps Research Institute
| | - James C Paulson
- Department of Cell and Molecular Biology, Chemical Physiology and Microbial Science, The Scripps Research Institute
| | - Robert P de Vries
- Department of Cell and Molecular Biology, Chemical Physiology and Microbial Science, The Scripps Research Institute; Department of Medicinal Chemistry and Chemical Biology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University;
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25
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Wörmann X, Lesch M, Welke RW, Okonechnikov K, Abdurishid M, Sieben C, Geissner A, Brinkmann V, Kastner M, Karner A, Zhu R, Hinterdorfer P, Anish C, Seeberger PH, Herrmann A, Meyer TF, Karlas A. Genetic characterization of an adapted pandemic 2009 H1N1 influenza virus that reveals improved replication rates in human lung epithelial cells. Virology 2016; 492:118-29. [PMID: 26914510 DOI: 10.1016/j.virol.2016.02.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Revised: 12/03/2015] [Accepted: 02/03/2016] [Indexed: 12/22/2022]
Abstract
The 2009 influenza pandemic originated from a swine-origin H1N1 virus, which, although less pathogenic than anticipated, may acquire additional virulence-associated mutations in the future. To estimate the potential risk, we sequentially passaged the isolate A/Hamburg/04/2009 in A549 human lung epithelial cells. After passage 6, we observed a 100-fold increased replication rate. High-throughput sequencing of viral gene segments identified five dominant mutations, whose contribution to the enhanced growth was analyzed by reverse genetics. The increased replication rate was pinpointed to two mutations within the hemagglutinin (HA) gene segment (HA1 D130E, HA2 I91L), near the receptor binding site and the stem domain. The adapted virus also replicated more efficiently in mice in vivo. Enhanced replication rate correlated with increased fusion pH of the HA protein and a decrease in receptor affinity. Our data might be relevant for surveillance of pre-pandemic strains and development of high titer cell culture strains for vaccine production.
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Affiliation(s)
- Xenia Wörmann
- Department of Molecular Biology, Max Planck Institute for Infection Biology, Berlin, Germany
| | - Markus Lesch
- Department of Molecular Biology, Max Planck Institute for Infection Biology, Berlin, Germany; Steinbeis Innovation gGmbH, Center for Systems Biomedicine, Falkensee, Germany
| | - Robert-William Welke
- Department of Biology, Molecular Biophysics, IRI Life Sciences, Humboldt-Universität zu Berlin, Germany
| | - Konstantin Okonechnikov
- Department of Molecular Biology, Max Planck Institute for Infection Biology, Berlin, Germany
| | - Mirshat Abdurishid
- Department of Molecular Biology, Max Planck Institute for Infection Biology, Berlin, Germany
| | - Christian Sieben
- Department of Biology, Molecular Biophysics, IRI Life Sciences, Humboldt-Universität zu Berlin, Germany
| | - Andreas Geissner
- Department for Biomolecular Systems, Max Planck Institute for Colloids and Interfaces, Potsdam, Germany; Institute of Chemistry and Biochemistry, Free University, Berlin, Germany
| | - Volker Brinkmann
- Department of Molecular Biology, Max Planck Institute for Infection Biology, Berlin, Germany
| | - Markus Kastner
- Institute for Biophysics, Johannes Kepler University, Linz, Austria
| | - Andreas Karner
- Center for Advanced Bioanalysis GmbH (CBL), Linz, Austria
| | - Rong Zhu
- Institute for Biophysics, Johannes Kepler University, Linz, Austria
| | | | - Chakkumkal Anish
- Department for Biomolecular Systems, Max Planck Institute for Colloids and Interfaces, Potsdam, Germany
| | - Peter H Seeberger
- Department for Biomolecular Systems, Max Planck Institute for Colloids and Interfaces, Potsdam, Germany; Institute of Chemistry and Biochemistry, Free University, Berlin, Germany
| | - Andreas Herrmann
- Department of Biology, Molecular Biophysics, IRI Life Sciences, Humboldt-Universität zu Berlin, Germany
| | - Thomas F Meyer
- Department of Molecular Biology, Max Planck Institute for Infection Biology, Berlin, Germany; Steinbeis Innovation gGmbH, Center for Systems Biomedicine, Falkensee, Germany.
| | - Alexander Karlas
- Department of Molecular Biology, Max Planck Institute for Infection Biology, Berlin, Germany; Steinbeis Innovation gGmbH, Center for Systems Biomedicine, Falkensee, Germany.
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26
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Matos-Patrón A, Byrd-Leotis L, Steinhauer DA, Barclay WS, Ayora-Talavera G. Amino acid substitution D222N from fatal influenza infection affects receptor-binding properties of the influenza A(H1N1)pdm09 virus. Virology 2015; 484:15-21. [DOI: 10.1016/j.virol.2015.05.012] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2015] [Revised: 03/15/2015] [Accepted: 05/12/2015] [Indexed: 12/12/2022]
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27
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Shang C, Whittleston CS, Sutherland-Cash KH, Wales DJ. Analysis of the Contrasting Pathogenicities Induced by the D222G Mutation in 1918 and 2009 Pandemic Influenza A Viruses. J Chem Theory Comput 2015; 11:2307-14. [PMID: 26321885 PMCID: PMC4547735 DOI: 10.1021/ct5010565] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Indexed: 11/28/2022]
Abstract
In 2009, the D222G mutation in the hemagglutinin (HA) glycoprotein of pandemic H1N1 influenza A virus was found to correlate with fatal and severe human infections. Previous static structural analysis suggested that, unlike the H1N1 viruses prevalent in 1918, the mutation did not compromise binding to human α2,6-linked glycan receptors, allowing it to transmit efficiently. Here we investigate the interconversion mechanism between two predicted binding modes in both 2009 and 1918 HAs, introducing a highly parallel intermediate network search scheme to construct kinetically relevant pathways efficiently. Accumulated mutations at positions 183 and 224 that alter the size of the binding pocket are identified with the fitness of the 2009 pandemic virus carrying the D222G mutation. This result suggests that the pandemic H1N1 viruses could gain binding affinity to the α2,3-linked glycan receptors in the lungs, usually associated with highly pathogenic avian influenza, without compromising viability.
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Affiliation(s)
- Cheng Shang
- University Chemical Laboratories, Lensfield Road, Cambridge CB2 1EW, U.K.
| | | | | | - David J. Wales
- University Chemical Laboratories, Lensfield Road, Cambridge CB2 1EW, U.K.
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28
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Hu W. Computational study of interdependence between hemagglutinin and neuraminidase of pandemic 2009 H1N1. IEEE Trans Nanobioscience 2015; 14:157-66. [PMID: 25751873 PMCID: PMC7176471 DOI: 10.1109/tnb.2015.2406992] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Influenza type A viruses are classified into subtypes based on their two surface proteins, hemagglutinin (HA) and neuraminidase (NA). The HA protein facilitates the viral binding and entering a host cell and the NA protein helps the release of viral progeny from the infected cell. The complementary roles of HA and NA entail their collaboration, which has important implications for viral replication and fitness. The HA protein from early strains of pandemic 2009 H1N1 of swine origin preferentially binds to human type receptors with a weak binding to avian type receptors. This virus caused several human deaths in December 2013 in Texas, USA, which motivated us to investigate the changes of genetic features that might contribute to the surged virulence of the virus. Our time series analysis on the strains of this virus collected from 2009 to 2013 implied that the HA binding preference of this virus in USA, Europe, and Asia has been the characteristic of swine H1N1 virus since 2009. However, its characteristic of seasonal human H1N1 and its binding avidity for avian type receptors both were on steady rise and had a clear increase in 2013 with American strains having the sharpest surge. The first change could enhance the viral transmission and replication in humans and the second could increase its ability to cause infection deep in lungs, which might account for the recent human deaths in Texas. In light of HA and NA coadaptation and evolutionary interactions, we also explored the NA activity of this virus to reveal the functional balance between HA and NA during the course of virus evolution. Finally we identified amino acid substitutions in HA and NA of the virus that were critical for the observed evolution.
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29
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Identification of amino acid substitutions supporting antigenic change of influenza A(H1N1)pdm09 viruses. J Virol 2015; 89:3763-75. [PMID: 25609810 DOI: 10.1128/jvi.02962-14] [Citation(s) in RCA: 67] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
UNLABELLED The majority of currently circulating influenza A(H1N1) viruses are antigenically similar to the virus that caused the 2009 influenza pandemic. However, antigenic variants are expected to emerge as population immunity increases. Amino acid substitutions in the hemagglutinin protein can result in escape from neutralizing antibodies, affect viral fitness, and change receptor preference. In this study, we constructed mutants with substitutions in the hemagglutinin of A/Netherlands/602/09 in an attenuated backbone to explore amino acid changes that may contribute to emergence of antigenic variants in the human population. Our analysis revealed that single substitutions affecting the loop that consists of amino acid positions 151 to 159 located adjacent to the receptor binding site caused escape from ferret and human antibodies elicited after primary A(H1N1)pdm09 virus infection. The majority of these substitutions resulted in similar or increased replication efficiency in vitro compared to that of the virus carrying the wild-type hemagglutinin and did not result in a change of receptor preference. However, none of the substitutions was sufficient for escape from the antibodies in sera from individuals that experienced both seasonal and pandemic A(H1N1) virus infections. These results suggest that antibodies directed against epitopes on seasonal A(H1N1) viruses contribute to neutralization of A(H1N1)pdm09 antigenic variants, thereby limiting the number of possible substitutions that could lead to escape from population immunity. IMPORTANCE Influenza A viruses can cause significant morbidity and mortality in humans. Amino acid substitutions in the hemagglutinin protein can result in escape from antibody-mediated neutralization. This allows the virus to reinfect individuals that have acquired immunity to previously circulating strains through infection or vaccination. To date, the vast majority of A(H1N1)pdm09 strains remain antigenically similar to the virus that caused the 2009 influenza pandemic. However, antigenic variants are expected to emerge as a result of increasing population immunity. We show that single amino acid substitutions near the receptor binding site were sufficient to escape from antibodies specific for A(H1N1)pdm09 viruses but not from antibodies elicited in response to infections with seasonal A(H1N1) and A(H1N1)pdm09 viruses. This study identified substitutions in A(H1N1)pdm09 viruses that support escape from population immunity but also suggested that the number of potential escape variants is limited by previous exposure to seasonal A(H1N1) viruses.
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30
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Castelán-Vega JA, Magaña-Hernández A, Jiménez-Alberto A, Ribas-Aparicio RM. The hemagglutinin of the influenza A(H1N1)pdm09 is mutating towards stability. Adv Appl Bioinform Chem 2014; 7:37-44. [PMID: 25328411 PMCID: PMC4198066 DOI: 10.2147/aabc.s68934] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
The last influenza A pandemic provided an excellent opportunity to study the adaptation of the influenza A(H1N1)pdm09 virus to the human host. Particularly, due to the availability of sequences taken from isolates since the beginning of the pandemic until date, we could monitor amino acid changes that occurred in the hemagglutinin (HA) as the virus spread worldwide and became the dominant H1N1 strain. HA is crucial to viral infection because it binds to sialidated cell-receptors and mediates fusion of cell and viral membranes; because antibodies that bind to HA may block virus entry to the cell, this protein is subjected to high selective pressure. Multiple alignment analysis of sequences of the HA from isolates taken since 2009 to date allowed us to find amino acid changes that were positively selected as the pandemic progressed. We found nine changes that became prevalent: HA1 subunits D104N, K166Q, S188T, S206T, A259T, and K285E; and HA2 subunits E47K, S124N, and E172K. Most of these changes were located in areas involved in inter- and intrachain interactions, while only two (K166Q and S188T) were located in known antigenic sites. We conclude that selective pressure on HA was aimed to improve its functionality and hence virus fitness, rather than at avoidance of immune recognition.
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Affiliation(s)
- Juan A Castelán-Vega
- Departamento de Microbiología, Escuela Nacional de Ciencias Biológicas del Instituto Politécnico Nacional, Mexico City, Mexico
| | - Anastasia Magaña-Hernández
- Departamento de Microbiología, Escuela Nacional de Ciencias Biológicas del Instituto Politécnico Nacional, Mexico City, Mexico
| | - Alicia Jiménez-Alberto
- Departamento de Microbiología, Escuela Nacional de Ciencias Biológicas del Instituto Politécnico Nacional, Mexico City, Mexico
| | - Rosa María Ribas-Aparicio
- Departamento de Microbiología, Escuela Nacional de Ciencias Biológicas del Instituto Politécnico Nacional, Mexico City, Mexico
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31
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Accumulation of human-adapting mutations during circulation of A(H1N1)pdm09 influenza virus in humans in the United Kingdom. J Virol 2014; 88:13269-83. [PMID: 25210166 PMCID: PMC4249111 DOI: 10.1128/jvi.01636-14] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
The influenza pandemic that emerged in 2009 provided an unprecedented opportunity to study adaptation of a virus recently acquired from an animal source during human transmission. In the United Kingdom, the novel virus spread in three temporally distinct waves between 2009 and 2011. Phylogenetic analysis of complete viral genomes showed that mutations accumulated over time. Second- and third-wave viruses replicated more rapidly in human airway epithelial (HAE) cells than did the first-wave virus. In infected mice, weight loss varied between viral isolates from the same wave but showed no distinct pattern with wave and did not correlate with viral load in the mouse lungs or severity of disease in the human donor. However, second- and third-wave viruses induced less alpha interferon in the infected mouse lungs. NS1 protein, an interferon antagonist, had accumulated several mutations in second- and third-wave viruses. Recombinant viruses with the third-wave NS gene induced less interferon in human cells, but this alone did not account for increased virus fitness in HAE cells. Mutations in HA and NA genes in third-wave viruses caused increased binding to α-2,6-sialic acid and enhanced infectivity in human mucus. A recombinant virus with these two segments replicated more efficiently in HAE cells. A mutation in PA (N321K) enhanced polymerase activity of third-wave viruses and also provided a replicative advantage in HAE cells. Therefore, multiple mutations allowed incremental changes in viral fitness, which together may have contributed to the apparent increase in severity of A(H1N1)pdm09 influenza virus during successive waves. IMPORTANCE Although most people infected with the 2009 pandemic influenza virus had mild or unapparent symptoms, some suffered severe and devastating disease. The reasons for this variability were unknown, but the numbers of severe cases increased during successive waves of human infection in the United Kingdom. To determine the causes of this variation, we studied genetic changes in virus isolates from individual hospitalized patients. There were no consistent differences between these viruses and those circulating in the community, but we found multiple evolutionary changes that in combination over time increased the virus's ability to infect human cells. These adaptations may explain the remarkable ability of A(H1N1)pdm09 virus to continue to circulate despite widespread immunity and the apparent increase in severity of influenza over successive waves of infection.
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32
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Liang H, Lam TTY, Fan X, Chen X, Zeng Y, Zhou J, Duan L, Tse M, Chan CH, Li L, Leung TY, Yip CH, Cheung CL, Zhou B, Smith DK, Poon LLM, Peiris M, Guan Y, Zhu H. Expansion of genotypic diversity and establishment of 2009 H1N1 pandemic-origin internal genes in pigs in China. J Virol 2014; 88:10864-74. [PMID: 25008935 PMCID: PMC4178866 DOI: 10.1128/jvi.01327-14] [Citation(s) in RCA: 72] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2014] [Accepted: 07/02/2014] [Indexed: 02/05/2023] Open
Abstract
UNLABELLED Two-way transmission of influenza viruses between humans and swine has been frequently observed, and the occurrence of the 2009 H1N1 pandemic influenza virus (pdm/09) demonstrated that swine-origin viruses could facilitate the genesis of a pandemic strain. Although multiple introductions to and reassortment in swine of the pdm/09 virus have been repeatedly reported in both Eurasia and the Americas, its long-term impact on the development of swine influenza viruses (SIVs) has not been systematically explored. Our comprehensive evolutionary studies of the complete genomes of 387 SIVs obtained from 2009 to 2012 by influenza virus surveillance in China revealed 17 reassortant genotypes with pdm/09-origin genes. Even though the entire 2009 pandemic virus and its surface genes cannot persist, its internal genes have become established and are now the predominant lineages in pigs in the region. The main persistent pdm/09-origin reassortant forms had at least five pdm/09-origin internal genes, and their surface genes were primarily of European avian-like (EA) or human H3N2-like SIV origin. These findings represent a marked change in the evolutionary patterns and ecosystem of SIVs in China. It is possible that the pdm/09-origin internal genes are in the process of replacing EA or triple-reassortant-like internal genes. These alterations in the SIV gene pool need to be continually monitored to assess changes in the potential for SIV transmission to humans. IMPORTANCE Shortly after the emergence of the 2009 pandemic H1N1 (pdm/09) influenza virus, it was transmitted from humans to pigs and this continues to occur around the world. Many reassortants between pdm/09-origin viruses and enzootic swine influenza viruses (SIVs) have been detected. However, the long-term impact of pdm/09-origin viruses on the SIV gene pool, which could lead to the generation of influenza viruses with the potential to infect humans, has not been systematically examined. From extensive surveillance of SIVs over a 38-month period in southern China, it was found that although neither complete pdm/09 viruses nor their surface genes could persist in pigs, their internal genes did persist. Over the survey period, these internal genes became predominant, potentially replacing those of the enzootic SIV lineages. The altered diversity of the SIV gene pool needs to be closely monitored for changes in the potential for SIV transmission to humans.
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Affiliation(s)
- Huyi Liang
- State Key Laboratory of Emerging Infectious Diseases (Shenzhen Branch), Shenzhen Third People's Hospital, Shenzhen, China State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China Joint Influenza Research Centre (SUMC/HKU), Shantou University Medical College, Shantou, China
| | - Tommy Tsan-Yuk Lam
- State Key Laboratory of Emerging Infectious Diseases (Shenzhen Branch), Shenzhen Third People's Hospital, Shenzhen, China State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China Joint Influenza Research Centre (SUMC/HKU), Shantou University Medical College, Shantou, China
| | - Xiaohui Fan
- Department of Microbiology, Guangxi Medical University, Nanning, China
| | - Xinchun Chen
- State Key Laboratory of Emerging Infectious Diseases (Shenzhen Branch), Shenzhen Third People's Hospital, Shenzhen, China
| | - Yu Zeng
- State Key Laboratory of Emerging Infectious Diseases (Shenzhen Branch), Shenzhen Third People's Hospital, Shenzhen, China Joint Influenza Research Centre (SUMC/HKU), Shantou University Medical College, Shantou, China
| | - Ji Zhou
- State Key Laboratory of Emerging Infectious Diseases (Shenzhen Branch), Shenzhen Third People's Hospital, Shenzhen, China State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China Joint Influenza Research Centre (SUMC/HKU), Shantou University Medical College, Shantou, China
| | - Lian Duan
- State Key Laboratory of Emerging Infectious Diseases (Shenzhen Branch), Shenzhen Third People's Hospital, Shenzhen, China State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China Joint Influenza Research Centre (SUMC/HKU), Shantou University Medical College, Shantou, China
| | - Maying Tse
- State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China
| | - Chung-Hei Chan
- State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China
| | - Lifeng Li
- State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China Joint Influenza Research Centre (SUMC/HKU), Shantou University Medical College, Shantou, China
| | - Tak-Ying Leung
- State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China
| | - Chun-Hung Yip
- State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China
| | - Chung-Lam Cheung
- State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China
| | - Boping Zhou
- State Key Laboratory of Emerging Infectious Diseases (Shenzhen Branch), Shenzhen Third People's Hospital, Shenzhen, China
| | - David K Smith
- State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China Joint Influenza Research Centre (SUMC/HKU), Shantou University Medical College, Shantou, China
| | - Leo Lit-Man Poon
- State Key Laboratory of Emerging Infectious Diseases (Shenzhen Branch), Shenzhen Third People's Hospital, Shenzhen, China State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China
| | - Malik Peiris
- State Key Laboratory of Emerging Infectious Diseases (Shenzhen Branch), Shenzhen Third People's Hospital, Shenzhen, China State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China
| | - Yi Guan
- State Key Laboratory of Emerging Infectious Diseases (Shenzhen Branch), Shenzhen Third People's Hospital, Shenzhen, China State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China Joint Influenza Research Centre (SUMC/HKU), Shantou University Medical College, Shantou, China
| | - Huachen Zhu
- State Key Laboratory of Emerging Infectious Diseases (Shenzhen Branch), Shenzhen Third People's Hospital, Shenzhen, China State Key Laboratory of Emerging Infectious Diseases/Centre of Influenza Research, School of Public Health, The University of Hong Kong (HKU), Hong Kong SAR, China Joint Influenza Research Centre (SUMC/HKU), Shantou University Medical College, Shantou, China
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Ivankov DN, Finkelstein AV, Kondrashov FA. A structural perspective of compensatory evolution. Curr Opin Struct Biol 2014; 26:104-12. [PMID: 24981969 PMCID: PMC4141909 DOI: 10.1016/j.sbi.2014.05.004] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2014] [Revised: 04/11/2014] [Accepted: 05/16/2014] [Indexed: 11/25/2022]
Abstract
The study of molecular evolution is important because it reveals how protein functions emerge and evolve. Recently, several types of studies indicated that substitutions in molecular evolution occur in a compensatory manner, whereby the occurrence of a substitution depends on the amino acid residues at other sites. However, a molecular or structural basis behind the compensation often remains obscure. Here, we review studies on the interface of structural biology and molecular evolution that revealed novel aspects of compensatory evolution. In many cases structural studies benefit from evolutionary data while structural data often add a functional dimension to the study of molecular evolution.
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Affiliation(s)
- Dmitry N Ivankov
- Bioinformatics and Genomics Programme, Centre for Genomic Regulation (CRG), 88 Dr. Aiguader, 08003 Barcelona, Spain; Universitat Pompeu Fabra (UPF), 08003 Barcelona, Spain; Laboratory of Protein Physics, Institute of Protein Research of the Russian Academy of Sciences, 4 Institutskaya str., Pushchino, Moscow Region, 142290, Russia
| | - Alexei V Finkelstein
- Laboratory of Protein Physics, Institute of Protein Research of the Russian Academy of Sciences, 4 Institutskaya str., Pushchino, Moscow Region, 142290, Russia
| | - Fyodor A Kondrashov
- Bioinformatics and Genomics Programme, Centre for Genomic Regulation (CRG), 88 Dr. Aiguader, 08003 Barcelona, Spain; Universitat Pompeu Fabra (UPF), 08003 Barcelona, Spain; Institució Catalana de Recerca i Estudis Avançats (ICREA), 23 Pg. Lluís Companys, 08010 Barcelona, Spain.
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