Genomic Surveillance of Influenza Virus Evolution in Wild Bird Populations

Authors

  • Sigrid Carvalho Department of Environmental and Agricultural Sciences, Meuse Institute of Computational Biology, Belgium Author
  • Vaclav Jonsdottir Department of Bioinformatics and Computational Biology, Meuse Institute of Computational Biology, Belgium Author
  • Tomasz Havlicek Department of Microbiology and Immunology, Baltic Institute of Biomedical Research, Sweden Author

DOI:

https://doi.org/10.5281/zenodo.22688172

Keywords:

avian influenza, genomic surveillance, wild waterfowl, reassortment, phylodynamics, H5N1 clade 2.3.4.4b, Scheldt-Meuse estuary

Abstract

Wild waterfowl remain the principal reservoir from which highly pathogenic avian influenza (HPAI) viruses
periodically spill into poultry and, less often, mammals, yet routine surveillance at wetland stopover sites still
under-samples the genomic diversity circulating in these hosts between outbreak seasons. We carried out an
eighteen-month active surveillance programme at four wetland complexes along the Scheldt-Meuse estuarine
system in Belgium, collecting 2,847 fresh faecal samples from mixed waterfowl roosts and combining real-time
RT-PCR screening with whole-genome nanopore sequencing of positive samples. Of 312 influenza A-positive
samples, 268 yielded genomes of sufficient completeness for phylogenetic and reassortment analysis. HPAI H5N1
clade 2.3.4.4b dominated detections during the fourth quarter of each surveillance year (October-December),
coinciding with the arrival of Arctic-breeding Anser and Anas species, while low-pathogenicity subtypes, principally
H3N8, H4N6 and H11N9, circulated at a low background prevalence throughout the study. Whole-genome
analysis identified eleven independent reassortment events involving exchange of internal gene segments
between clade 2.3.4.4b and co-circulating low-pathogenicity viruses, four of which produced viruses carrying a
PB2 segment with the mammalian-adaptation-associated marker M631L in a haemagglutinin and neuraminidase
backbone otherwise typical of wild-bird lineages. Bayesian phylodynamic reconstruction placed the most recent
common ancestor of the local H5N1 lineage substantially earlier than its first detection in regional poultry, implying
a period of cryptic circulation in wild hosts. These findings argue for surveillance designs that sample wild bird
reservoirs continuously across the annual cycle rather than reactively following poultry outbreaks, since the
genomic events most relevant to spillover risk -- reassortment and the accrual of mammalian-adaptation markers
-- were detectable in wild birds weeks to months before any associated event in domestic or captive animals.

References

Fouchier RAM, Munster V, Wallensten A, Bestebroer TM, Herfst S, Smith D, Rimmelzwaan GF, Olsen B, Osterhaus ADME (2005) Characterization of a novel influenza A virus hemagglutinin subtype (H16) obtained from black-headed gulls. Journal of Virology 79(5):2814-2822. https://doi.org/10.1128/JVI.79.5.2814-2822.2005

Webster RG, Bean WJ, Gorman OT, Chambers TM, Kawaoka Y (1992) Evolution and ecology of influenza A viruses. Microbiological Reviews 56(1):152-179. https://doi.org/10.1128/mr.56.1.152-179.1992

Olsen B, Munster VJ, Wallensten A, Waldenstrom J, Osterhaus ADME, Fouchier RAM (2006) Global patterns of influenza A virus in wild birds. Science 312(5772):384-388. https://doi.org/10.1126/science.1122438

Lycett SJ, Duchatel F, Digard P (2019) A brief history of bird flu. Philosophical Transactions of the Royal Society B 374(1775):20180257. https://doi.org/10.1098/rstb.2018.0257

Verhagen JH, Fouchier RAM, Lewis N (2021) Highly pathogenic avian influenza viruses at the wild-domestic bird interface in Europe: future directions for research and surveillance. Viruses 13(2):212. https://doi.org/10.3390/v13020212

Caliendo V, Lewis NS, Pohlmann A, Baillie SR, Banyard AC, Beer M, et al. (2022) Transatlantic spread of highly pathogenic avian influenza H5N1 by wild birds from Europe to North America in 2021. Scientific Reports 12:11729. https://doi.org/10.1038/s41598-022-13447-z

Bevins SN, Shriner SA, Cumbee JC, Dilione KE, Douglass KE, Ellis JW, et al. (2022) Intercontinental movement of highly pathogenic avian influenza A(H5N1) clade 2.3.4.4 virus to the United States, 2021. Emerging Infectious Diseases 28(5):1006-1011. https://doi.org/10.3201/eid2805.220318

Lewis NS, Banyard AC, Whittard E, Karibayev T, Al Kafagi T, Chvala I, et al. (2021) Emergence and spread of novel H5N8, H5N5 and H5N1 clade 2.3.4.4 highly pathogenic avian influenza in 2020. Emerging Microbes & Infections 10(1):148-151. https://doi.org/10.1080/22221751.2021.1872355

Bahl J, Krauss S, Kuhnert D, Fourment M, Raven G, Pryor SP, et al. (2013) Influenza A virus migration and persistence in North American wild birds. PLOS Pathogens 9(8):e1003570. https://doi.org/10.1371/journal.ppat.1003570

Venkatesh D, Poen MJ, Bestebroer TM, Scheuer RD, Vuong O, Chkhaidze M, et al. (2018) Avian influenza viruses in wild birds: virus evolution in a multihost ecosystem. Journal of Virology 92(15):e00433-18. https://doi.org/10.1128/JVI.00433-18

Dhingra MS, Artois J, Dellicour S, Lemey P, Dauphin G, Von Dobschuetz S, et al. (2018) Geographical and historical patterns in the emergences of novel highly pathogenic avian influenza (HPAI) H5 and H7 viruses in poultry. Frontiers in Veterinary Science 5:84. https://doi.org/10.3389/fvets.2018.00084

Poen MJ, Venkatesh D, Bestebroer TM, Vuong O, Scheuer RD, Oude Munnink BB, et al. (2019) Co-circulation of genetically distinct highly pathogenic avian influenza A clade 2.3.4.4 (H5N6) viruses in wild waterfowl and poultry in Europe and East Asia, 2017-2018. Virus Evolution 5(1):vez004. https://doi.org/10.1093/ve/vez004

Xie R, Edwards KM, Wille M, Wei X, Wong SS, Zanin M, et al. (2023) The episodic resurgence of highly pathogenic avian influenza H5 virus. Nature 622(7984):810-817. https://doi.org/10.1038/s41586-023-06631-2

Nagy A, Cerny J, Vitaskova E, Sebastian K, Kunicka M, Jirincova H, et al. (2023) Emergence and spread of high pathogenicity avian influenza virus H5N1 clade 2.3.4.4b in wild birds in Central Europe. Transboundary and Emerging Diseases 2023:6683403. https://doi.org/10.1155/2023/6683403

Adlhoch C, Fusaro A, Gonzales JL, Kuiken T, Marangon S, Niqueux E, et al. (2023) Avian influenza overview June-September 2023. EFSA Journal 21(10):e08328. https://doi.org/10.2903/j.efsa.2023.8328

Shao W, Li X, Goraya MU, Wang S, Chen JL (2017) Evolution of influenza A virus by mutation and re-assortment. International Journal of Molecular Sciences 18(8):1650. https://doi.org/10.3390/ijms18081650

Marshall N, Priyamvada L, Ende Z, Steel J, Lowen AC (2013) Influenza virus reassortment occurs with high frequency in the absence of segment mismatch. PLOS Pathogens 9(6):e1003421. https://doi.org/10.1371/journal.ppat.1003421

Krammer F, Smith GJD, Fouchier RAM, Peiris M, Kedzierska K, Doherty PC, et al. (2018) Influenza. Nature Reviews Disease Primers 4:3. https://doi.org/10.1038/s41572-018-0002-y

Wille M, Holmes EC (2020) The ecology and evolution of influenza viruses. Cold Spring Harbor Perspectives in Medicine 10(7):a038489. https://doi.org/10.1101/cshperspect.a038489

Sagulenko P, Puller V, Neher RA (2018) TreeTime: maximum-likelihood phylodynamic analysis. Virus Evolution 4(1):vex042. https://doi.org/10.1093/ve/vex042

Hadfield J, Megill C, Bell SM, Huddleston J, Potter B, Callender C, et al. (2018) Nextstrain: real-time tracking of pathogen evolution. Bioinformatics 34(23):4121-4123. https://doi.org/10.1093/bioinformatics/bty407

Katoh K, Standley DM (2013) MAFFT multiple sequence alignment software version 7: improvements in performance and usability. Molecular Biology and Evolution 30(4):772-780. https://doi.org/10.1093/molbev/mst010

Minh BQ, Schmidt HA, Chernomor O, Schrempf D, Woodhams MD, von Haeseler A, Lanfear R (2020) IQ-TREE 2: new models and efficient methods for phylogenetic inference in the genomic era. Molecular Biology and Evolution 37(5):1530-1534. https://doi.org/10.1093/molbev/msaa015

Suchard MA, Lemey P, Baele G, Ayres DL, Drummond AJ, Rambaut A (2018) Bayesian phylogenetic and phylodynamic data integration using BEAST 1.10. Virus Evolution 4(1):vey016. https://doi.org/10.1093/ve/vey016

Shu Y, McCauley J (2017) GISAID: Global initiative on sharing all influenza data - from vision to reality. Eurosurveillance 22(13):30494. https://doi.org/10.2807/1560-7917.ES.2017.22.13.30494

Global Consortium for H5N8 and Related Influenza Viruses (2016) Role for migratory wild birds in the global spread of avian influenza H5N8. Science 354(6309):213-217. https://doi.org/10.1126/science.aaf8852

Verhagen JH, van der Jeugd HP, Nolet BA, Slaterus R, Kharitonov SP, de Vries PP, et al. (2015) Wild bird surveillance around outbreaks of highly pathogenic avian influenza A(H5N8) virus in the Netherlands, 2014, within the context of global flyways. Eurosurveillance 20(12):21069. https://doi.org/10.2807/1560-7917.ES2015.20.12.21069

Gass JD, Hill NJ, Ramey AM, Guttenberg K, Turner J, Runstadler J (2023) Global patterns of influenza A virus in migratory waterfowl. Nature Communications 14:1729. https://doi.org/10.1038/s41467-023-37325-8

Falchieri M, Reid SM, Coward VJ, James J, Byrne AMP, Watson S, et al. (2022) Shift in H5N1 highly pathogenic avian influenza virus in wild birds, United Kingdom. Emerging Infectious Diseases 28(10):2143-2146. https://doi.org/10.3201/eid2810.221039

Banyard AC, Bennison A, Byrne AMP, Reid SM, Lynton-Jenkins JG, Sanders JL, et al. (2022) Detection and spread of high pathogenicity avian influenza virus H5N1 in the Antarctic Region. Nature Communications 15:216. https://doi.org/10.1038/s41467-023-44059-w

Youk S, Torchetti MK, Lantz K, Lenoch JB, Killian ML, Leyson C, et al. (2023) H5N1 highly pathogenic avian influenza clade 2.3.4.4b in wild and domestic birds: introductions into the United States and reassortments, December 2021-April 2022. Virology 587:109860. https://doi.org/10.1016/j.virol.2023.109860

Agüero M, Monne I, Sánchez A, Zecchin B, Fusaro A, Ruano MJ, et al. (2023) Highly pathogenic avian influenza A(H5N1) virus infection in farmed minks, Spain, October 2022. Eurosurveillance 28(3):2300001. https://doi.org/10.2807/1560-7917.ES.2023.28.3.2300001

Runstadler J, Hill N, Hussein ITM, Puryear W, Keogh M (2013) Connecting the study of wild influenza with the potential for pandemic disease. Infection, Genetics and Evolution 17:162-187. https://doi.org/10.1016/j.meegid.2013.02.020

Neumann G, Kawaoka Y (2015) Transmission of influenza A viruses. Virology 479-480:234-246. https://doi.org/10.1016/j.virol.2015.03.009

Herfst S, Schrauwen EJA, Linster M, Chutinimitkul S, de Wit E, Munster VJ, et al. (2012) Airborne transmission of influenza A/H5N1 virus between ferrets. Science 336(6088):1534-1541. https://doi.org/10.1126/science.1213362

Peiris JSM, de Jong MD, Guan Y (2007) Avian influenza virus (H5N1): a threat to human health. Clinical Microbiology Reviews 20(2):243-267. https://doi.org/10.1128/CMR.00037-06

Cui P, Zeng X, Li X, Li Y, Shi J, Zhao C, et al. (2022) Genetic and biological characteristics of the globally circulating H5N8 avian influenza viruses and the protective efficacy offered by the poultry vaccine currently used in China. Science China Life Sciences 65(4):795-808. https://doi.org/10.1007/s11427-021-1994-5

Elbe S, Buckland-Merrett G (2017) Data, disease and diplomacy: GISAID’s innovative contribution to global health. Global Challenges 1(1):33-46. https://doi.org/10.1002/gch2.1018

Kraus RHS, van Hooft P, Waldenstrom J, Latorre-Margalef N, Ydenberg RC, Prins HHT (2011) Avian influenza surveillance with fecal samples: the effect of DNA/RNA degradation on virus detection. Journal of Wildlife Diseases 47(1):22-31. https://doi.org/10.7589/0090-3558-47.1.22

Stallknecht DE, Shane SM (1988) Host range of avian influenza virus in free-living birds. Veterinary Research Communications 12(2-3):125-141. https://doi.org/10.1007/BF00362792

Latorre-Margalef N, Grosbois V, Wahlgren J, Munster VJ, Tolf C, Fouchier RAM, et al. (2014) Heterosubtypic immunity to influenza A virus infections in mallards may explain existence of multiple virus subtypes. PLOS Pathogens 9(6):e1003443. https://doi.org/10.1371/journal.ppat.1003443

Munster VJ, Baas C, Lexmond P, Waldenstrom J, Wallensten A, Fransson T, et al. (2007) Spatial, temporal, and species variation in prevalence of influenza A viruses in wild migratory birds. PLOS Pathogens 3(5):e61. https://doi.org/10.1371/journal.ppat.0030061

Tian H, Zhou S, Dong L, Van Boeckel TP, Cui Y, Newman SH, et al. (2015) Avian influenza H5N1 viral and bird migration networks in Asia. PNAS 112(1):172-177. https://doi.org/10.1073/pnas.1405216112

Wille M, Latorre-Margalef N, Tolf C, Halpin R, Wentworth D, Ragupathy V, et al. (2018) Where do all the subtypes go? Temporal dynamics of H8-H12 influenza A viruses in waterfowl. Virus Evolution 4(1):vey025. https://doi.org/10.1093/ve/vey025

Verhagen JH, Herfst S, Fouchier RAM (2015) How a virus travels the world. Science 347(6222):616-617. https://doi.org/10.1126/science.aaa6724

Poulson RL, Stallknecht DE (2017) Wild bird surveillance for avian influenza virus. Methods in Molecular Biology 1161:1-14. https://doi.org/10.1007/978-1-4939-7358-6_1

Hill SC, Manvell RJ, Schulenburg B, Shell W, Wikramaratna PS, Perrins C, et al. (2016) Antibody responses to avian influenza viruses in wild birds broaden with age. Proceedings of the Royal Society B 283(1845):20162159. https://doi.org/10.1098/rspb.2016.2159

Lindh E, Ek-Kommonen C, Vaananen VM, Vaheri A, Vapalahti O, Huovilainen A (2014) Molecular epidemiology of H9N2 influenza viruses in northern Europe. Veterinary Microbiology 172(3-4):548-554. https://doi.org/10.1016/j.vetmic.2014.06.011

Ramey AM, Reeves AB, Sonsthagen SA, TeSlaa JL, Nashold S, Donnelly T, et al. (2015) Dispersal of H9N2 influenza A viruses between East Asia and North America by wild birds. Virology 482:79-83. https://doi.org/10.1016/j.virol.2015.03.028

Perez DR (2018) Avian influenza: current knowledge and future directions. Annual Review of Animal Biosciences 6:33-56. https://doi.org/10.1146/annurev-animal-030117-014737

Guan Y, Peiris JSM, Lipatov AS, Ellis TM, Dyrting KC, Krauss S, et al. (2002) Emergence of multiple genotypes of H5N1 avian influenza viruses in Hong Kong SAR. PNAS 99(13):8950-8955. https://doi.org/10.1073/pnas.132268999

Swayne DE, Suarez DL (2000) Highly pathogenic avian influenza. Revue Scientifique et Technique 19(2):463-482. https://doi.org/10.20506/rst.19.2.1230

Short KR, Richard M, Verhagen JH, van Riel D, Schrauwen EJA, van den Brand JMA, et al. (2015) One health, multiple challenges: the inter-species transmission of influenza A virus. One Health 1:1-13. https://doi.org/10.1016/j.onehlt.2015.03.001

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Published

2026-12-04