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Nuclei-specific hypothalamus networks predict a dimensional marker of stress in humans

Author

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  • Daria E. A. Jensen

    (University of Oxford
    University of Oxford, Nuffield Department of Clinical Neurosciences
    University of Oxford
    University Medical Center Leipzig and Max Planck Institute for Human Cognitive and Brain Sciences)

  • Klaus P. Ebmeier

    (University of Oxford)

  • Sana Suri

    (University of Oxford
    University of Oxford)

  • Matthew F. S. Rushworth

    (University of Oxford
    University of Oxford, Nuffield Department of Clinical Neurosciences)

  • Miriam C. Klein-Flügge

    (University of Oxford
    University of Oxford, Nuffield Department of Clinical Neurosciences
    University of Oxford)

Abstract

The hypothalamus is part of the hypothalamic-pituitary-adrenal axis which activates stress responses through release of cortisol. It is a small but heterogeneous structure comprising multiple nuclei. In vivo human neuroimaging has rarely succeeded in recording signals from individual hypothalamus nuclei. Here we use human resting-state fMRI (n = 498) with high spatial resolution to examine relationships between the functional connectivity of specific hypothalamic nuclei and a dimensional marker of prolonged stress. First, we demonstrate that we can parcellate the human hypothalamus into seven nuclei in vivo. Using the functional connectivity between these nuclei and other subcortical structures including the amygdala, we significantly predict stress scores out-of-sample. Predictions use 0.0015% of all possible brain edges, are specific to stress, and improve when using nucleus-specific compared to whole-hypothalamus connectivity. Thus, stress relates to connectivity changes in precise and functionally meaningful subcortical networks, which may be exploited in future studies using interventions in stress disorders.

Suggested Citation

  • 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.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-46275-y
    DOI: 10.1038/s41467-024-46275-y
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    References listed on IDEAS

    as
    1. Alessandro Bongioanni & Davide Folloni & Lennart Verhagen & Jérôme Sallet & Miriam C. Klein-Flügge & Matthew F. S. Rushworth, 2021. "Activation and disruption of a neural mechanism for novel choice in monkeys," Nature, Nature, vol. 591(7849), pages 270-274, March.
    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.
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