IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-023-44050-z.html
   My bibliography  Save this article

Neonatal brain dynamic functional connectivity in term and preterm infants and its association with early childhood neurodevelopment

Author

Listed:
  • Lucas G. S. França

    (King’s College London
    King’s College London
    Northumbria University)

  • Judit Ciarrusta

    (King’s College London
    King’s College London)

  • Oliver Gale-Grant

    (King’s College London
    King’s College London)

  • Sunniva Fenn-Moltu

    (King’s College London
    King’s College London)

  • Sean Fitzgibbon

    (University of Oxford)

  • Andrew Chew

    (King’s College London)

  • Shona Falconer

    (King’s College London)

  • Ralica Dimitrova

    (King’s College London
    King’s College London)

  • Lucilio Cordero-Grande

    (King’s College London
    Universidad Politécnica de Madrid
    Instituto de Salud Carlos III)

  • Anthony N. Price

    (King’s College London)

  • Emer Hughes

    (King’s College London)

  • Jonathan O’Muircheartaigh

    (King’s College London
    King’s College London
    King’s College London)

  • Eugene Duff

    (University of Oxford
    Imperial College London
    UK Dementia Research Institute at Imperial College London)

  • Jetro J. Tuulari

    (University of Turku
    University of Turku
    University of Turku and Turku University Hospital)

  • Gustavo Deco

    (Pompeu Fabra University
    Catalan Institution for Research and Advanced Studies
    Max Planck Institute for Human Cognitive and Brain Sciences
    Monash University)

  • Serena J. Counsell

    (King’s College London)

  • Joseph V. Hajnal

    (King’s College London)

  • Chiara Nosarti

    (King’s College London
    King’s College London)

  • Tomoki Arichi

    (King’s College London
    King’s College London
    Guy’s and St Thomas’ NHS Foundation Trust
    Imperial College London)

  • A. David Edwards

    (King’s College London
    King’s College London)

  • Grainne McAlonan

    (King’s College London)

  • Dafnis Batalle

    (King’s College London
    King’s College London)

Abstract

Brain dynamic functional connectivity characterises transient connections between brain regions. Features of brain dynamics have been linked to emotion and cognition in adult individuals, and atypical patterns have been associated with neurodevelopmental conditions such as autism. Although reliable functional brain networks have been consistently identified in neonates, little is known about the early development of dynamic functional connectivity. In this study we characterise dynamic functional connectivity with functional magnetic resonance imaging (fMRI) in the first few weeks of postnatal life in term-born (n = 324) and preterm-born (n = 66) individuals. We show that a dynamic landscape of brain connectivity is already established by the time of birth in the human brain, characterised by six transient states of neonatal functional connectivity with changing dynamics through the neonatal period. The pattern of dynamic connectivity is atypical in preterm-born infants, and associated with atypical social, sensory, and repetitive behaviours measured by the Quantitative Checklist for Autism in Toddlers (Q-CHAT) scores at 18 months of age.

Suggested Citation

  • Lucas G. S. França & Judit Ciarrusta & Oliver Gale-Grant & Sunniva Fenn-Moltu & Sean Fitzgibbon & Andrew Chew & Shona Falconer & Ralica Dimitrova & Lucilio Cordero-Grande & Anthony N. Price & Emer Hug, 2024. "Neonatal brain dynamic functional connectivity in term and preterm infants and its association with early childhood neurodevelopment," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-023-44050-z
    DOI: 10.1038/s41467-023-44050-z
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-44050-z
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-44050-z?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. Takamitsu Watanabe & Geraint Rees, 2017. "Brain network dynamics in high-functioning individuals with autism," Nature Communications, Nature, vol. 8(1), pages 1-14, December.
    2. Matthew F. Glasser & Timothy S. Coalson & Emma C. Robinson & Carl D. Hacker & John Harwell & Essa Yacoub & Kamil Ugurbil & Jesper Andersson & Christian F. Beckmann & Mark Jenkinson & Stephen M. Smith , 2016. "A multi-modal parcellation of human cerebral cortex," Nature, Nature, vol. 536(7615), pages 171-178, August.
    3. Anton Tokariev & James A. Roberts & Andrew Zalesky & Xuelong Zhao & Sampsa Vanhatalo & Michael Breakspear & Luca Cocchi, 2019. "Large-scale brain modes reorganize between infant sleep states and carry prognostic information for preterms," Nature Communications, Nature, vol. 10(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. Leon D. Lotter & Amin Saberi & Justine Y. Hansen & Bratislav Misic & Casey Paquola & Gareth J. Barker & Arun L. W. Bokde & Sylvane Desrivières & Herta Flor & Antoine Grigis & Hugh Garavan & Penny Gowl, 2024. "Regional patterns of human cortex development correlate with underlying neurobiology," Nature Communications, Nature, vol. 15(1), pages 1-21, December.
    2. Haewon Nam & Chongwon Pae & Jinseok Eo & Maeng-Keun Oh & Hae-Jeong Park, 2021. "Inter-species cortical registration between macaques and humans using a functional network property under a spherical demons framework," PLOS ONE, Public Library of Science, vol. 16(10), pages 1-22, October.
    3. Jessica Dafflon & Pedro F. Da Costa & František Váša & Ricardo Pio Monti & Danilo Bzdok & Peter J. Hellyer & Federico Turkheimer & Jonathan Smallwood & Emily Jones & Robert Leech, 2022. "A guided multiverse study of neuroimaging analyses," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    4. Daria E. A. Jensen & Klaus P. Ebmeier & Sana Suri & Matthew F. S. Rushworth & Miriam C. Klein-Flügge, 2024. "Nuclei-specific hypothalamus networks predict a dimensional marker of stress in humans," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    5. Arno Klein & Satrajit S Ghosh & Forrest S Bao & Joachim Giard & Yrjö Häme & Eliezer Stavsky & Noah Lee & Brian Rossa & Martin Reuter & Elias Chaibub Neto & Anisha Keshavan, 2017. "Mindboggling morphometry of human brains," PLOS Computational Biology, Public Library of Science, vol. 13(2), pages 1-40, February.
    6. Ann Hillier & Ryan P Kelly & Terrie Klinger, 2016. "Narrative Style Influences Citation Frequency in Climate Change Science," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-12, December.
    7. Ingmar E. J. Vries & Moritz F. Wurm, 2023. "Predictive neural representations of naturalistic dynamic input," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    8. Manish Saggar & James M. Shine & Raphaël Liégeois & Nico U. F. Dosenbach & Damien Fair, 2022. "Precision dynamical mapping using topological data analysis reveals a hub-like transition state at rest," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    9. Bingxin Zhao & Yujue Li & Zirui Fan & Zhenyi Wu & Juan Shu & Xiaochen Yang & Yilin Yang & Xifeng Wang & Bingxuan Li & Xiyao Wang & Carlos Copana & Yue Yang & Jinjie Lin & Yun Li & Jason L. Stein & Joa, 2024. "Eye-brain connections revealed by multimodal retinal and brain imaging genetics," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    10. Sam V Norman-Haignere & Josh H McDermott, 2018. "Neural responses to natural and model-matched stimuli reveal distinct computations in primary and nonprimary auditory cortex," PLOS Biology, Public Library of Science, vol. 16(12), pages 1-46, December.
    11. Casey Paquola & Reinder Vos De Wael & Konrad Wagstyl & Richard A I Bethlehem & Seok-Jun Hong & Jakob Seidlitz & Edward T Bullmore & Alan C Evans & Bratislav Misic & Daniel S Margulies & Jonathan Small, 2019. "Microstructural and functional gradients are increasingly dissociated in transmodal cortices," PLOS Biology, Public Library of Science, vol. 17(5), pages 1-28, May.
    12. Peter Zhukovsky & Earvin S. Tio & Gillian Coughlan & David A. Bennett & Yanling Wang & Timothy J. Hohman & Diego A. Pizzagalli & Benoit H. Mulsant & Aristotle N. Voineskos & Daniel Felsky, 2024. "Genetic influences on brain and cognitive health and their interactions with cardiovascular conditions and depression," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    13. Tingting Bo & Jie Li & Ganlu Hu & Ge Zhang & Wei Wang & Qian Lv & Shaoling Zhao & Junjie Ma & Meng Qin & Xiaohui Yao & Meiyun Wang & Guang-Zhong Wang & Zheng Wang, 2023. "Brain-wide and cell-specific transcriptomic insights into MRI-derived cortical morphology in macaque monkeys," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    14. Eva-Maria Stauffer & Richard A. I. Bethlehem & Lena Dorfschmidt & Hyejung Won & Varun Warrier & Edward T. Bullmore, 2023. "The genetic relationships between brain structure and schizophrenia," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    15. Gustavo Deco & Diego Vidaurre & Morten L. Kringelbach, 2021. "Revisiting the global workspace orchestrating the hierarchical organization of the human brain," Nature Human Behaviour, Nature, vol. 5(4), pages 497-511, April.
    16. Sofie L. Valk & Ting Xu & Casey Paquola & Bo-yong Park & Richard A. I. Bethlehem & Reinder Vos de Wael & Jessica Royer & Shahrzad Kharabian Masouleh & Şeyma Bayrak & Peter Kochunov & B. T. Thomas Yeo , 2022. "Genetic and phylogenetic uncoupling of structure and function in human transmodal cortex," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    17. Maria Osetrova & Anna Tkachev & Waltraud Mair & Patricia Guijarro Larraz & Olga Efimova & Ilia Kurochkin & Elena Stekolshchikova & Nickolay Anikanov & Juat Chin Foo & Amaury Cazenave-Gassiot & Aleksan, 2024. "Lipidome atlas of the adult human brain," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    18. Natalie Weed & Trygve Bakken & Nile Graddis & Nathan Gouwens & Daniel Millman & Michael Hawrylycz & Jack Waters, 2019. "Identification of genetic markers for cortical areas using a Random Forest classification routine and the Allen Mouse Brain Atlas," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-13, September.
    19. Dardo Tomasi & Nora D. Volkow, 2024. "Associations between handedness and brain functional connectivity patterns in children," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    20. Zachariah M. Reagh & Charan Ranganath, 2023. "Flexible reuse of cortico-hippocampal representations during encoding and recall of naturalistic events," Nature Communications, Nature, vol. 14(1), pages 1-15, 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:15:y:2024:i:1:d:10.1038_s41467-023-44050-z. 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.