IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v16y2025i1d10.1038_s41467-025-61033-4.html
   My bibliography  Save this article

Accelerated brain ageing during the COVID-19 pandemic

Author

Listed:
  • Ali-Reza Mohammadi-Nejad

    (Queen’s Medical Centre
    University of Nottingham
    University of Nottingham)

  • Martin Craig

    (University of Nottingham)

  • Eleanor F. Cox

    (Queen’s Medical Centre
    University of Nottingham)

  • Xin Chen

    (University of Nottingham)

  • R. Gisli Jenkins

    (Imperial College London
    Imperial College London
    Guys and St Thomas’ NHS Foundation Trust)

  • Susan Francis

    (Queen’s Medical Centre
    University of Nottingham)

  • Stamatios N. Sotiropoulos

    (Queen’s Medical Centre
    University of Nottingham
    University of Nottingham)

  • Dorothee P. Auer

    (Queen’s Medical Centre
    University of Nottingham
    University of Nottingham)

Abstract

The impact of SARS-CoV-2 and the COVID-19 pandemic on brain health is recognised, yet specific effects remain understudied. We investigate the pandemic’s impact on brain ageing using longitudinal neuroimaging data from the UK Biobank. Brain age prediction models are trained from hundreds of multi-modal imaging features using a cohort of 15,334 healthy participants. These models are then applied to an independent cohort of 996 healthy participants with two magnetic resonance imaging scans: either both collected before the pandemic (Control groups), or one before and one after the pandemic onset (Pandemic group). Our findings reveal that, even with initially matched brain age gaps (predicted brain age vs. chronological age) and matched for a range of health markers, the pandemic significantly accelerates brain ageing. The Pandemic group shows on average 5.5-month higher deviation of brain age gap at the second time point compared with controls. Accelerated brain ageing is more pronounced in males and those from deprived socio-demographic backgrounds and these deviations exist regardless of SARS-CoV-2 infection. However, accelerated brain ageing correlates with reduced cognitive performance only in COVID-infected participants. Our study highlights the pandemic’s significant impact on brain health, beyond direct infection effects, emphasising the need to consider broader social and health inequalities.

Suggested Citation

  • Ali-Reza Mohammadi-Nejad & Martin Craig & Eleanor F. Cox & Xin Chen & R. Gisli Jenkins & Susan Francis & Stamatios N. Sotiropoulos & Dorothee P. Auer, 2025. "Accelerated brain ageing during the COVID-19 pandemic," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-61033-4
    DOI: 10.1038/s41467-025-61033-4
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-025-61033-4
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-025-61033-4?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. Sydney R. Stein & Sabrina C. Ramelli & Alison Grazioli & Joon-Yong Chung & Manmeet Singh & Claude Kwe Yinda & Clayton W. Winkler & Junfeng Sun & James M. Dickey & Kris Ylaya & Sung Hee Ko & Andrew P. , 2022. "SARS-CoV-2 infection and persistence in the human body and brain at autopsy," Nature, Nature, vol. 612(7941), pages 758-763, December.
    2. Gwenaëlle Douaud & Soojin Lee & Fidel Alfaro-Almagro & Christoph Arthofer & Chaoyue Wang & Paul McCarthy & Frederik Lange & Jesper L. R. Andersson & Ludovica Griffanti & Eugene Duff & Saad Jbabdi & Be, 2022. "SARS-CoV-2 is associated with changes in brain structure in UK Biobank," Nature, Nature, vol. 604(7907), pages 697-707, April.
    3. Mikaela Bloomberg & Graciela Muniz-Terrera & Laura Brocklebank & Andrew Steptoe, 2024. "Healthy lifestyle and cognitive decline in middle-aged and older adults residing in 14 European countries," Nature Communications, Nature, vol. 15(1), pages 1-9, 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. Cunwei Yang & Weiqing Wang & Fengying Li & Degang Yang, 2022. "One-Size-Fits-All Policies Are Unacceptable: A Sustainable Management and Decision-Making Model for Schools in the Post-COVID-19 Era," IJERPH, MDPI, vol. 19(10), pages 1-21, May.
    2. Samuel Hurtado & Mario Izquierdo, 2023. "Economic effects of a possible prolonged deterioration in the general health of the Spanish population," Economic Bulletin, Banco de España, issue 2023/Q1.
    3. Pi Alperin, María Noel & Perquin, Magali & Giordana, Gastón A., 2024. "Population ageing and public finance burden of dementia: Micro-simulations evaluating risk factors, treatments and comorbidities in Luxembourg," The Journal of the Economics of Ageing, Elsevier, vol. 28(C).
    4. Carlos Eduardo Covantes-Rosales & Victor Wagner Barajas-Carrillo & Daniel Alberto Girón-Pérez & Gladys Alejandra Toledo-Ibarra & Karina Janice Guadalupe Díaz-Reséndiz & Migdalia Sarahy Navidad-Murriet, 2022. "Comparative Analysis of Age, Sex, and Viral Load in Outpatients during the Four Waves of SARS-CoV-2 in A Mexican Medium-Sized City," IJERPH, MDPI, vol. 19(9), pages 1-9, May.
    5. Alexsia Richards & Andrew S. Khalil & Max Friesen & Troy W. Whitfield & Xinlei Gao & Tenzin Lungjangwa & Roger D. Kamm & Zhengpeng Wan & Lee Gehrke & David Mooney & Rudolf Jaenisch, 2024. "SARS-CoV-2 infection of human pluripotent stem cell-derived vascular cells reveals smooth muscle cells as key mediators of vascular pathology during infection," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    6. Sung Hee Ko & Pierce Radecki & Frida Belinky & Jinal N. Bhiman & Susan Meiring & Jackie Kleynhans & Daniel Amoako & Vanessa Guerra Canedo & Margaret Lucas & Dikeledi Kekana & Neil Martinson & Limakats, 2024. "Rapid intra-host diversification and evolution of SARS-CoV-2 in advanced HIV infection," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    7. S. Jaumdally & M. Tomasicchio & A. Pooran & A. Esmail & A. Kotze & S. Meier & L. Wilson & S. Oelofse & C. Merwe & A. Roomaney & M. Davids & T. Suliman & R. Joseph & T. Perumal & A. Scott & M. Shaw & W, 2024. "Frequency, kinetics and determinants of viable SARS-CoV-2 in bioaerosols from ambulatory COVID-19 patients infected with the Beta, Delta or Omicron variants," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    8. Yirui Ma & Jie Deng & Qiao Liu & Min Du & Min Liu & Jue Liu, 2022. "Long-Term Consequences of COVID-19 at 6 Months and Above: A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 19(11), pages 1-16, June.
    9. Scott Lu & Michael J. Peluso & David V. Glidden & Michelle C. Davidson & Kara Lugtu & Jesus Pineda-Ramirez & Michel Tassetto & Miguel Garcia-Knight & Amethyst Zhang & Sarah A. Goldberg & Jessica Y. Ch, 2024. "Early biological markers of post-acute sequelae of SARS-CoV-2 infection," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    10. Christophe Hausswirth & Cyril Schmit & Yann Rougier & Alexandre Coste, 2023. "Positive Impacts of a Four-Week Neuro-Meditation Program on Cognitive Function in Post-Acute Sequelae of COVID-19 Patients: A Randomized Controlled Trial," IJERPH, MDPI, vol. 20(2), pages 1-16, January.
    11. Ka Chun Chong & Yuchen Wei & Katherine Min Jia & Christopher Boyer & Guozhang Lin & Huwen Wang & Conglu Li & Chi Tim Hung & Xiaoting Jiang & Carrie Ho Kwan Yam & Tsz Yu Chow & Yawen Wang & Shi Zhao & , 2025. "SARS-CoV-2 rebound and post-acute mortality and hospitalization among patients admitted with COVID-19: cohort study," Nature Communications, Nature, vol. 16(1), pages 1-10, December.
    12. Al Ozonoff & Naresh Doni Jayavelu & Shanshan Liu & Esther Melamed & Carly E. Milliren & Jingjing Qi & Linda N. Geng & Grace A. McComsey & Charles B. Cairns & Lindsey R. Baden & Joanna Schaenman & Albe, 2024. "Features of acute COVID-19 associated with post-acute sequelae of SARS-CoV-2 phenotypes: results from the IMPACC study," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    13. Noel G. Panagiotides & Fritz Zimprich & Klaus Machold & Oliver Schlager & Markus Müller & Sebastian Ertl & Henriette Löffler-Stastka & Renate Koppensteiner & Patricia P. Wadowski, 2023. "A Case of Autoimmune Small Fiber Neuropathy as Possible Post COVID Sequelae," IJERPH, MDPI, vol. 20(6), pages 1-12, March.
    14. Anthony Coleon & Florence Larrous & Lauriane Kergoat & Magali Tichit & David Hardy & Thomas Obadia & Etienne Kornobis & Hervé Bourhy & Guilherme Dias de Melo, 2025. "Hamsters with long COVID present distinct transcriptomic profiles associated with neurodegenerative processes in brainstem," Nature Communications, Nature, vol. 16(1), pages 1-17, December.
    15. Clovis S. Palmer & Chrysostomos Perdios & Mohamed Abdel-Mohsen & Joseph Mudd & Prasun K. Datta & Nicholas J. Maness & Gabrielle Lehmicke & Nadia Golden & Linh Hellmers & Carol Coyne & Kristyn Moore Gr, 2024. "Non-human primate model of long-COVID identifies immune associates of hyperglycemia," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    16. Alexandra Detrille & Steve Huvelle & Marit J. Gils & Tatiana Geara & Quentin Pascal & Jonne Snitselaar & Laetitia Bossevot & Mariangela Cavarelli & Nathalie Dereuddre-Bosquet & Francis Relouzat & Vane, 2025. "Whole-body visualization of SARS-CoV-2 biodistribution in vivo by immunoPET imaging in non-human primates," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
    17. Caitlin E. Carey & Rebecca Shafee & Robbee Wedow & Amanda Elliott & Duncan S. Palmer & John Compitello & Masahiro Kanai & Liam Abbott & Patrick Schultz & Konrad J. Karczewski & Samuel C. Bryant & Caro, 2024. "Principled distillation of UK Biobank phenotype data reveals underlying structure in human variation," Nature Human Behaviour, Nature, vol. 8(8), pages 1599-1615, August.
    18. Kirsten Broderick & Mohamed Taha Moutaoufik & Tatiana Saccon & Ramy Malty & Shahreen Amin & Sadhna Phanse & Thomson Patrick Joseph & Mara Zilocchi & Ali Hosseinnia & Zoe Istace & Maryam Hajikarimlou &, 2025. "Human protein interaction networks of ancestral and variant SARS-CoV-2 in organ-specific cells and bodily fluids," Nature Communications, Nature, vol. 16(1), pages 1-20, December.
    19. Dominika Tatar & Krzysztof Świerzy & Michał Błachut & Karina Badura Brzoza, 2022. "Psychotic Disorders in the Course of SARS-CoV-2 Infection or Uncomplicated Amantadine Treatment?—Case Report," IJERPH, MDPI, vol. 19(23), pages 1-7, November.

    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_s41467-025-61033-4. 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.