IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-38201-5.html
   My bibliography  Save this article

Resurgence of Omicron BA.2 in SARS-CoV-2 infection-naive Hong Kong

Author

Listed:
  • Ruopeng Xie

    (The University of Hong Kong
    The University of Hong Kong)

  • Kimberly M. Edwards

    (The University of Hong Kong
    The University of Hong Kong)

  • Dillon C. Adam

    (The University of Hong Kong)

  • Kathy S. M. Leung

    (The University of Hong Kong)

  • Tim K. Tsang

    (The University of Hong Kong)

  • Shreya Gurung

    (The University of Hong Kong
    The University of Hong Kong)

  • Weijia Xiong

    (The University of Hong Kong)

  • Xiaoman Wei

    (The University of Hong Kong
    The University of Hong Kong)

  • Daisy Y. M. Ng

    (The University of Hong Kong)

  • Gigi Y. Z. Liu

    (The University of Hong Kong)

  • Pavithra Krishnan

    (The University of Hong Kong)

  • Lydia D. J. Chang

    (The University of Hong Kong)

  • Samuel M. S. Cheng

    (The University of Hong Kong)

  • Haogao Gu

    (The University of Hong Kong)

  • Gilman K. H. Siu

    (The Hong Kong Polytechnic University)

  • Joseph T. Wu

    (The University of Hong Kong
    Hong Kong Science and Technology Park, New Territories)

  • Gabriel M. Leung

    (The University of Hong Kong
    Hong Kong Science and Technology Park, New Territories)

  • Malik Peiris

    (The University of Hong Kong
    Hong Kong Science and Technology Park, New Territories)

  • Benjamin J. Cowling

    (The University of Hong Kong
    Hong Kong Science and Technology Park, New Territories)

  • Leo L. M. Poon

    (The University of Hong Kong
    The University of Hong Kong
    Hong Kong Science and Technology Park, New Territories)

  • Vijaykrishna Dhanasekaran

    (The University of Hong Kong
    The University of Hong Kong)

Abstract

Hong Kong experienced a surge of Omicron BA.2 infections in early 2022, resulting in one of the highest per-capita death rates of COVID-19. The outbreak occurred in a dense population with low immunity towards natural SARS-CoV-2 infection, high vaccine hesitancy in vulnerable populations, comprehensive disease surveillance and the capacity for stringent public health and social measures (PHSMs). By analyzing genome sequences and epidemiological data, we reconstructed the epidemic trajectory of BA.2 wave and found that the initial BA.2 community transmission emerged from cross-infection within hotel quarantine. The rapid implementation of PHSMs suppressed early epidemic growth but the effective reproduction number (Re) increased again during the Spring festival in early February and remained around 1 until early April. Independent estimates of point prevalence and incidence using phylodynamics also showed extensive superspreading at this time, which likely contributed to the rapid expansion of the epidemic. Discordant inferences based on genomic and epidemiological data underscore the need for research to improve near real-time epidemic growth estimates by combining multiple disparate data sources to better inform outbreak response policy.

Suggested Citation

  • Ruopeng Xie & Kimberly M. Edwards & Dillon C. Adam & Kathy S. M. Leung & Tim K. Tsang & Shreya Gurung & Weijia Xiong & Xiaoman Wei & Daisy Y. M. Ng & Gigi Y. Z. Liu & Pavithra Krishnan & Lydia D. J. C, 2023. "Resurgence of Omicron BA.2 in SARS-CoV-2 infection-naive Hong Kong," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-38201-5
    DOI: 10.1038/s41467-023-38201-5
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-38201-5
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-38201-5?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. Rhys P. D. Inward & Kris V. Parag & Nuno R. Faria, 2022. "Using multiple sampling strategies to estimate SARS-CoV-2 epidemiological parameters from genomic sequencing data," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    2. Lin-Lei Chen & Syed Muhammad Umer Abdullah & Wan-Mui Chan & Brian Pui-Chun Chan & Jonathan Daniel Ip & Allen Wing-Ho Chu & Lu Lu & Xiaojuan Zhang & Yan Zhao & Vivien Wai-Man Chuang & Albert Ka-Wing Au, 2022. "Contribution of low population immunity to the severe Omicron BA.2 outbreak in Hong Kong," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    3. Henrik Salje & Derek A. T. Cummings & Isabel Rodriguez-Barraquer & Leah C. Katzelnick & Justin Lessler & Chonticha Klungthong & Butsaya Thaisomboonsuk & Ananda Nisalak & Alden Weg & Damon Ellison & Lo, 2018. "Reconstruction of antibody dynamics and infection histories to evaluate dengue risk," Nature, Nature, vol. 557(7707), pages 719-723, May.
    4. Haogao Gu & Ruopeng Xie & Dillon C. Adam & Joseph L.-H. Tsui & Daniel K. Chu & Lydia D. J. Chang & Sammi S. Y. Cheuk & Shreya Gurung & Pavithra Krishnan & Daisy Y. M. Ng & Gigi Y. Z. Liu & Carrie K. C, 2022. "Genomic epidemiology of SARS-CoV-2 under an elimination strategy in Hong Kong," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    5. Haogao Gu & Ahmed Abdul Quadeer & Pavithra Krishnan & Daisy Y. M. Ng & Lydia D. J. Chang & Gigi Y. Z. Liu & Samuel M. S. Cheng & Tommy T. Y. Lam & Malik Peiris & Matthew R. McKay & Leo L. M. Poon, 2023. "Within-host genetic diversity of SARS-CoV-2 lineages in unvaccinated and vaccinated individuals," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    6. Lauren Jelley & Jordan Douglas & Xiaoyun Ren & David Winter & Andrea McNeill & Sue Huang & Nigel French & David Welch & James Hadfield & Joep Ligt & Jemma L. Geoghegan, 2022. "Genomic epidemiology of Delta SARS-CoV-2 during transition from elimination to suppression in Aotearoa New Zealand," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ivan Chun Hang Lam & Ran Zhang & Kenneth Keng Cheung Man & Carlos King Ho Wong & Celine Sze Ling Chui & Francisco Tsz Tsun Lai & Xue Li & Esther Wai Yin Chan & Chak Sing Lau & Ian Chi Kei Wong & Eric , 2024. "Persistence in risk and effect of COVID-19 vaccination on long-term health consequences after SARS-CoV-2 infection," Nature Communications, Nature, vol. 15(1), pages 1-15, December.

    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. Haogao Gu & Ahmed Abdul Quadeer & Pavithra Krishnan & Daisy Y. M. Ng & Lydia D. J. Chang & Gigi Y. Z. Liu & Samuel M. S. Cheng & Tommy T. Y. Lam & Malik Peiris & Matthew R. McKay & Leo L. M. Poon, 2023. "Within-host genetic diversity of SARS-CoV-2 lineages in unvaccinated and vaccinated individuals," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    2. Hay, James & Routledge, Isobel & Takahashi, Saki, 2023. "Serodynamics: a review of methods for epidemiological inference using serological data," OSF Preprints kqdsn, Center for Open Science.
    3. Yun Lin & Bingyi Yang & Sarah Cobey & Eric H. Y. Lau & Dillon C. Adam & Jessica Y. Wong & Helen S. Bond & Justin K. Cheung & Faith Ho & Huizhi Gao & Sheikh Taslim Ali & Nancy H. L. Leung & Tim K. Tsan, 2022. "Incorporating temporal distribution of population-level viral load enables real-time estimation of COVID-19 transmission," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    4. Tim K. Tsang & Ranawaka A. P. M. Perera & Vicky J. Fang & Jessica Y. Wong & Eunice Y. Shiu & Hau Chi So & Dennis K. M. Ip & J. S. Malik Peiris & Gabriel M. Leung & Benjamin J. Cowling & Simon Caucheme, 2022. "Reconstructing antibody dynamics to estimate the risk of influenza virus infection," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    5. Sandra Bos & Aaron L. Graber & Jaime A. Cardona-Ospina & Elias M. Duarte & Jose Victor Zambrana & Jorge A. Ruíz Salinas & Reinaldo Mercado-Hernandez & Tulika Singh & Leah C. Katzelnick & Aravinda Silv, 2024. "Protection against symptomatic dengue infection by neutralizing antibodies varies by infection history and infecting serotype," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    6. Vivak Soni & John W. Terbot & Jeffrey D. Jensen, 2024. "Population genetic considerations regarding the interpretation of within-patient SARS-CoV-2 polymorphism data," Nature Communications, Nature, vol. 15(1), pages 1-5, December.
    7. Guilherme Dias de Melo & Victoire Perraud & Flavio Alvarez & Alba Vieites-Prado & Seonhee Kim & Lauriane Kergoat & Anthony Coleon & Bettina Salome Trüeb & Magali Tichit & Aurèle Piazza & Agnès Thierry, 2023. "Neuroinvasion and anosmia are independent phenomena upon infection with SARS-CoV-2 and its variants," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    8. Rúbens Prince dos Santos Alves & Julia Timis & Robyn Miller & Kristen Valentine & Paolla Beatriz Almeida Pinto & Andrew Gonzalez & Jose Angel Regla-Nava & Erin Maule & Michael N. Nguyen & Norazizah Sh, 2024. "Human coronavirus OC43-elicited CD4+ T cells protect against SARS-CoV-2 in HLA transgenic mice," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    9. Nathanaël Hozé & Issa Diarra & Abdoul Karim Sangaré & Boris Pastorino & Laura Pezzi & Bourèma Kouriba & Issaka Sagara & Abdoulaye Dabo & Abdoulaye Djimdé & Mahamadou Ali Thera & Ogobara K. Doumbo & Xa, 2021. "Model-based assessment of Chikungunya and O’nyong-nyong virus circulation in Mali in a serological cross-reactivity context," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    10. Jordan Douglas & David Winter & Andrea McNeill & Sam Carr & Michael Bunce & Nigel French & James Hadfield & Joep Ligt & David Welch & Jemma L. Geoghegan, 2022. "Tracing the international arrivals of SARS-CoV-2 Omicron variants after Aotearoa New Zealand reopened its border," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    11. Ellen Young & Boyd Yount & Petraleigh Pantoja & Sandra Henein & Rita M. Meganck & Jennifer McBride & Jennifer E. Munt & Thomas J. Baric & Deanna Zhu & Trevor Scobey & Stephanie Dong & Longping V. Tse , 2023. "A live dengue virus vaccine carrying a chimeric envelope glycoprotein elicits dual DENV2-DENV4 serotype-specific immunity," Nature Communications, Nature, vol. 14(1), pages 1-12, 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:14:y:2023:i:1:d:10.1038_s41467-023-38201-5. 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.