IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v16y2025i1d10.1038_s41467-025-61568-6.html
   My bibliography  Save this article

Arctic Ocean virus communities and their seasonality, bipolarity, and prokaryotic associations

Author

Listed:
  • Alyzza M. Calayag

    (GEOMAR Helmholtz Centre for Ocean Research Kiel
    Kiel University)

  • Taylor Priest

    (ETH Zurich)

  • Ellen Oldenburg

    (Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research
    Heinrich Heine University
    Heinrich Heine University)

  • Jan Muschiol

    (GEOMAR Helmholtz Centre for Ocean Research Kiel)

  • Ovidiu Popa

    (Heinrich Heine University)

  • Matthias Wietz

    (Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research
    Max Planck Institute for Marine Microbiology
    Institute for Chemistry and Biology of the Marine Environment, University of Oldenburg)

  • David M. Needham

    (GEOMAR Helmholtz Centre for Ocean Research Kiel
    Kiel University)

Abstract

Viruses of microbes play important roles in ocean environments as agents of mortality and genetic transfer, influencing ecology, evolution and biogeochemistry. However, we know little about the diversity, seasonality, and host interactions of viruses in polar waters. Here, we study dsDNA viruses in the Arctic Fram Strait across four years via 47 long-read metagenomes of the cellular size-fraction. Among 5662 vOTUs, 98% and 2% are Caudoviricetes and Megaviricetes, respectively. Viral coverage is, on average, 5-fold higher than cellular coverage, and 8-fold higher in summer. Viral community composition shows annual peaks in similarity and strongly correlates with prokaryotic community composition. Using network analysis, we identify putative virus-host interactions and six ecological modules associated with distinct environmental conditions. The network reveals putative novel cyanophages with time-lagged correlations to their hosts (in late summer) as well as diverse viruses correlated with Flavobacteriaceae, Pelagibacteraceae, and Nitrosopumilaceae. Via global metagenomes, we find that 42% of Fram Strait vOTUs peak in abundance in high latitude regions of both hemispheres, and encode proteins with biochemical signatures of cold adaptation. Our study reveals a rich diversity of polar viruses with pronounced seasonality, providing a foundation for understanding viral regulation and ecosystem impacts in changing polar oceans.

Suggested Citation

  • Alyzza M. Calayag & Taylor Priest & Ellen Oldenburg & Jan Muschiol & Ovidiu Popa & Matthias Wietz & David M. Needham, 2025. "Arctic Ocean virus communities and their seasonality, bipolarity, and prokaryotic associations," Nature Communications, Nature, vol. 16(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-61568-6
    DOI: 10.1038/s41467-025-61568-6
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-025-61568-6
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-025-61568-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. B. Knowles & C. B. Silveira & B. A. Bailey & K. Barott & V. A. Cantu & A. G. Cobián-Güemes & F. H. Coutinho & E. A. Dinsdale & B. Felts & K. A. Furby & E. E. George & K. T. Green & G. B. Gregoracci & , 2016. "Correction: Corrigendum: Lytic to temperate switching of viral communities," Nature, Nature, vol. 539(7627), pages 123-123, November.
    2. Hend Alrasheed & Rong Jin & Joshua S. Weitz, 2019. "Caution in inferring viral strategies from abundance correlations in marine metagenomes," Nature Communications, Nature, vol. 10(1), pages 1-4, December.
    3. M. S. Clark & J. I. Hoffman & L. S. Peck & L. Bargelloni & D. Gande & C. Havermans & B. Meyer & T. Patarnello & T. Phillips & K. R. Stoof-Leichsenring & D. L. J. Vendrami & A. Beck & G. Collins & M. W, 2023. "Multi-omics for studying and understanding polar life," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    4. Taylor Priest & Ellen Oldenburg & Ovidiu Popa & Bledina Dede & Katja Metfies & Wilken-Jon Appen & Sinhué Torres-Valdés & Christina Bienhold & Bernhard M. Fuchs & Rudolf Amann & Antje Boetius & Matthia, 2025. "Author Correction: Seasonal recurrence and modular assembly of an Arctic pelagic marine microbiome," Nature Communications, Nature, vol. 16(1), pages 1-1, December.
    5. Lingjie Meng & Tom O. Delmont & Morgan Gaïa & Eric Pelletier & Antonio Fernàndez-Guerra & Samuel Chaffron & Russell Y. Neches & Junyi Wu & Hiroto Kaneko & Hisashi Endo & Hiroyuki Ogata, 2023. "Genomic adaptation of giant viruses in polar oceans," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    6. Hend Alrasheed & Rong Jin & Joshua S. Weitz, 2019. "Author Correction: Caution in inferring viral strategies from abundance correlations in marine metagenomes," Nature Communications, Nature, vol. 10(1), pages 1-1, December.
    7. Felipe H. Coutinho & Cynthia B. Silveira & Gustavo B. Gregoracci & Cristiane C. Thompson & Robert A. Edwards & Corina P. D. Brussaard & Bas E. Dutilh & Fabiano L. Thompson, 2017. "Marine viruses discovered via metagenomics shed light on viral strategies throughout the oceans," Nature Communications, Nature, vol. 8(1), pages 1-12, December.
    8. Taylor Priest & Ellen Oldenburg & Ovidiu Popa & Bledina Dede & Katja Metfies & Wilken-Jon Appen & Sinhué Torres-Valdés & Christina Bienhold & Bernhard M. Fuchs & Rudolf Amann & Antje Boetius & Matthia, 2025. "Seasonal recurrence and modular assembly of an Arctic pelagic marine microbiome," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
    9. B. Knowles & C. B. Silveira & B. A. Bailey & K. Barott & V. A. Cantu & A. G. Cobián-Güemes & F. H. Coutinho & E. A. Dinsdale & B. Felts & K. A. Furby & E. E. George & K. T. Green & G. B. Gregoracci & , 2016. "Lytic to temperate switching of viral communities," Nature, Nature, vol. 531(7595), pages 466-470, March.
    10. Javier Lopez-Simon & Marina Vila-Nistal & Aleksandra Rosenova & Daniele Corte & Federico Baltar & Manuel Martinez-Garcia, 2023. "Viruses under the Antarctic Ice Shelf are active and potentially involved in global nutrient cycles," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    11. Gonçalo J. Piedade & Max E. Schön & Cédric Lood & Mikhail V. Fofanov & Ella M. Wesdorp & Tristan E. G. Biggs & Lingyi Wu & Henk Bolhuis & Matthias G. Fischer & Natalya Yutin & Bas E. Dutilh & Corina P, 2024. "Seasonal dynamics and diversity of Antarctic marine viruses reveal a novel viral seascape," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    12. Huang Lin & Shyamal Das Peddada, 2020. "Analysis of compositions of microbiomes with bias correction," Nature Communications, Nature, vol. 11(1), pages 1-11, December.
    13. Simon Roux & Jennifer R. Brum & Bas E. Dutilh & Shinichi Sunagawa & Melissa B. Duhaime & Alexander Loy & Bonnie T. Poulos & Natalie Solonenko & Elena Lara & Julie Poulain & Stéphane Pesant & Stefanie , 2016. "Ecogenomics and potential biogeochemical impacts of globally abundant ocean viruses," Nature, Nature, vol. 537(7622), pages 689-693, September.
    14. Joanna Warwick-Dugdale & Funing Tian & Michelle L. Michelsen & Dylan R. Cronin & Karen Moore & Audrey Farbos & Lauren Chittick & Ashley Bell & Ahmed A. Zayed & Holger H. Buchholz & Luis M. Bolanos & R, 2024. "Long-read powered viral metagenomics in the oligotrophic Sargasso Sea," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Joachim Johansen & Damian R. Plichta & Jakob Nybo Nissen & Marie Louise Jespersen & Shiraz A. Shah & Ling Deng & Jakob Stokholm & Hans Bisgaard & Dennis Sandris Nielsen & Søren J. Sørensen & Simon Ras, 2022. "Genome binning of viral entities from bulk metagenomics data," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    2. Mengzhi Ji & Jiayin Zhou & Yan Li & Kai Ma & Wen Song & Yueyue Li & Jizhong Zhou & Qichao Tu, 2024. "Biodiversity of mudflat intertidal viromes along the Chinese coasts," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    3. Javier Lopez-Simon & Marina Vila-Nistal & Aleksandra Rosenova & Daniele Corte & Federico Baltar & Manuel Martinez-Garcia, 2023. "Viruses under the Antarctic Ice Shelf are active and potentially involved in global nutrient cycles," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    4. Alexa M. Nicolas & Ella T. Sieradzki & Jennifer Pett-Ridge & Jillian F. Banfield & Michiko E. Taga & Mary K. Firestone & Steven J. Blazewicz, 2023. "A subset of viruses thrives following microbial resuscitation during rewetting of a seasonally dry California grassland soil," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    5. Liyun An & Xinwu Liu & Jianwei Wang & Jinbo Xu & Xiaoli Chen & Xiaonan Liu & Bingxin Hu & Yong Nie & Xiao-Lei Wu, 2024. "Global diversity and ecological functions of viruses inhabiting oil reservoirs," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    6. Gonçalo J. Piedade & Max E. Schön & Cédric Lood & Mikhail V. Fofanov & Ella M. Wesdorp & Tristan E. G. Biggs & Lingyi Wu & Henk Bolhuis & Matthias G. Fischer & Natalya Yutin & Bas E. Dutilh & Corina P, 2024. "Seasonal dynamics and diversity of Antarctic marine viruses reveal a novel viral seascape," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    7. Hu Liao & Hu Li & Chen-Song Duan & Xin-Yuan Zhou & Qiu-Ping Luo & Xin-Li An & Yong-Guan Zhu & Jian-Qiang Su, 2022. "Response of soil viral communities to land use changes," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    8. Ji-Woo Park & Yeo-Eun Yun & Jin Ah Cho & Su-In Yoon & Su-A In & Eun-Jin Park & Min-Soo Kim, 2025. "Characterization of the phyllosphere virome of fresh vegetables and potential transfer to the human gut," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
    9. Shiao-Pei Weathers & Xiqi Li & Haifeng Zhu & Ashish V. Damania & Mark Knafl & Brian McKinley & Heather Lin & Rebecca A. Harrison & Nazanin K. Majd & Barbara J. O’Brien & Marta Penas-Prado & Monica Log, 2025. "Improved overall survival in an anti-PD-L1 treated cohort of newly diagnosed glioblastoma patients is associated with distinct immune, mutation, and gut microbiome features: a single arm prospective p," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
    10. Zihao Zhao & Chie Amano & Thomas Reinthaler & Federico Baltar & Mónica V. Orellana & Gerhard J. Herndl, 2024. "Metaproteomic analysis decodes trophic interactions of microorganisms in the dark ocean," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    11. Meishun Yu & Menghui Zhang & Runying Zeng & Ruolin Cheng & Rui Zhang & Yanping Hou & Fangfang Kuang & Xuejin Feng & Xiyang Dong & Yinfang Li & Zongze Shao & Min Jin, 2024. "Diversity and potential host-interactions of viruses inhabiting deep-sea seamount sediments," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    12. Estelle E. Clerc & Jean-Baptiste Raina & Johannes M. Keegstra & Zachary Landry & Sammy Pontrelli & Uria Alcolombri & Bennett S. Lambert & Valerio Anelli & Flora Vincent & Marta Masdeu-Navarro & Andrea, 2023. "Strong chemotaxis by marine bacteria towards polysaccharides is enhanced by the abundant organosulfur compound DMSP," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    13. Georges P. Schmartz & Jacqueline Rehner & Miriam J. Schuff & Leidy-Alejandra G. Molano & Sören L. Becker & Marcin Krawczyk & Azat Tagirdzhanov & Alexey Gurevich & Richard Francke & Rolf Müller & Veren, 2024. "Exploring microbial diversity and biosynthetic potential in zoo and wildlife animal microbiomes," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    14. George F. Hoeferlin & Sarah E. Grabinski & Lindsey N. Druschel & Jonathan L. Duncan & Grace Burkhart & Gwendolyn R. Weagraff & Alice H. Lee & Christopher Hong & Meera Bambroo & Hannah Olivares & Tejas, 2025. "Bacteria invade the brain following intracortical microelectrode implantation, inducing gut-brain axis disruption and contributing to reduced microelectrode performance," Nature Communications, Nature, vol. 16(1), pages 1-27, December.
    15. Osama Al-Dalahmah & Michael G. Argenziano & Adithya Kannan & Aayushi Mahajan & Julia Furnari & Fahad Paryani & Deborah Boyett & Akshay Save & Nelson Humala & Fatima Khan & Juncheng Li & Hong Lu & Yu S, 2023. "Re-convolving the compositional landscape of primary and recurrent glioblastoma reveals prognostic and targetable tissue states," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    16. Bryan P. Brown & Colin Feng & Ramla F. Tanko & Shameem Z. Jaumdally & Rubina Bunjun & Smritee Dabee & Anna-Ursula Happel & Melanie Gasper & Donald D. Nyangahu & Maricianah Onono & Gonasagrie Nair & Th, 2023. "Copper intrauterine device increases vaginal concentrations of inflammatory anaerobes and depletes lactobacilli compared to hormonal options in a randomized trial," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    17. Juan A. Bonachela, 2024. "Viral plasticity facilitates host diversity in challenging environments," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    18. Jun-Jun She & Wei-Xin Liu & Xiao-Ming Ding & Gang Guo & Jing Han & Fei-Yu Shi & Harry Cheuk-Hay Lau & Chen-Guang Ding & Wu-Jun Xue & Wen Shi & Gai-Xia Liu & Zhe Zhang & Chen-Hao Hu & Yinnan Chen & Chi, 2024. "Defining the biogeographical map and potential bacterial translocation of microbiome in human ‘surface organs’," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    19. Muntsa Rocafort & David B. Gootenberg & Jesús M. Luévano & Jeffrey M. Paer & Matthew R. Hayward & Juliet T. Bramante & Musie S. Ghebremichael & Jiawu Xu & Zoe H. Rogers & Alexander R. Munoz & Samson O, 2024. "HIV-associated gut microbial alterations are dependent on host and geographic context," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    20. Huang Lin & Merete Eggesbø & Shyamal Das Peddada, 2022. "Linear and nonlinear correlation estimators unveil undescribed taxa interactions in microbiome data," Nature Communications, Nature, vol. 13(1), pages 1-16, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-61568-6. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.