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Gold nanoparticle-enhanced X-ray microtomography of the rodent reveals region-specific cerebrospinal fluid circulation in the brain

Author

Listed:
  • Shelei Pan

    (Washington University in St. Louis)

  • Peter H. Yang

    (Washington University in St. Louis)

  • Dakota DeFreitas

    (Washington University in St. Louis)

  • Sruthi Ramagiri

    (Washington University in St. Louis)

  • Peter O. Bayguinov

    (Washington University in St. Louis)

  • Carl D. Hacker

    (Washington University in St. Louis)

  • Abraham Z. Snyder

    (Washington University in St. Louis
    Washington University in St. Louis)

  • Jackson Wilborn

    (Washington University in St. Louis)

  • Hengbo Huang

    (Washington University in St. Louis
    Washington University in St. Louis)

  • Gretchen M. Koller

    (Washington University in St. Louis)

  • Dhvanii K. Raval

    (Washington University in St. Louis)

  • Grace L. Halupnik

    (Washington University in St. Louis)

  • Sanja Sviben

    (Washington University in St. Louis)

  • Samuel Achilefu

    (UT Southwestern Medical Center)

  • Rui Tang

    (Washington University in St. Louis)

  • Gabriel Haller

    (Washington University in St. Louis
    Washington University in St. Louis
    Washington University in St. Louis)

  • James D. Quirk

    (Washington University in St. Louis)

  • James A. J. Fitzpatrick

    (Washington University in St. Louis
    Washington University in St. Louis
    Washington University in St. Louis)

  • Prabagaran Esakky

    (Washington University in St. Louis)

  • Jennifer M. Strahle

    (Washington University in St. Louis
    Washington University in St. Louis
    Washington University in St. Louis)

Abstract

Cerebrospinal fluid (CSF) is essential for the development and function of the central nervous system (CNS). However, the brain and its interstitium have largely been thought of as a single entity through which CSF circulates, and it is not known whether specific cell populations within the CNS preferentially interact with the CSF. Here, we develop a technique for CSF tracking, gold nanoparticle-enhanced X-ray microtomography, to achieve micrometer-scale resolution visualization of CSF circulation patterns during development. Using this method and subsequent histological analysis in rodents, we identify previously uncharacterized CSF pathways from the subarachnoid space (particularly the basal cisterns) that mediate CSF-parenchymal interactions involving 24 functional-anatomic cell groupings in the brain and spinal cord. CSF distribution to these areas is largely restricted to early development and is altered in posthemorrhagic hydrocephalus. Our study also presents particle size-dependent CSF circulation patterns through the CNS including interaction between neurons and small CSF tracers, but not large CSF tracers. These findings have implications for understanding the biological basis of normal brain development and the pathogenesis of a broad range of disease states, including hydrocephalus.

Suggested Citation

  • Shelei Pan & Peter H. Yang & Dakota DeFreitas & Sruthi Ramagiri & Peter O. Bayguinov & Carl D. Hacker & Abraham Z. Snyder & Jackson Wilborn & Hengbo Huang & Gretchen M. Koller & Dhvanii K. Raval & Gra, 2023. "Gold nanoparticle-enhanced X-ray microtomography of the rodent reveals region-specific cerebrospinal fluid circulation in the brain," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-36083-1
    DOI: 10.1038/s41467-023-36083-1
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    References listed on IDEAS

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    1. Tal Iram & Fabian Kern & Achint Kaur & Saket Myneni & Allison R. Morningstar & Heather Shin & Miguel A. Garcia & Lakshmi Yerra & Robert Palovics & Andrew C. Yang & Oliver Hahn & Nannan Lu & Steven R. , 2022. "Young CSF restores oligodendrogenesis and memory in aged mice via Fgf17," Nature, Nature, vol. 605(7910), pages 509-515, May.
    2. Antoine Louveau & Igor Smirnov & Timothy J. Keyes & Jacob D. Eccles & Sherin J. Rouhani & J. David Peske & Noel C. Derecki & David Castle & James W. Mandell & Kevin S. Lee & Tajie H. Harris & Jonathan, 2015. "Structural and functional features of central nervous system lymphatic vessels," Nature, Nature, vol. 523(7560), pages 337-341, July.
    3. Huixin Xu & Ryann M. Fame & Cameron Sadegh & Jason Sutin & Christopher Naranjo & Syau & Jin Cui & Frederick B. Shipley & Amanda Vernon & Fan Gao & Yong Zhang & Michael J. Holtzman & Myriam Heiman & Be, 2021. "Choroid plexus NKCC1 mediates cerebrospinal fluid clearance during mouse early postnatal development," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    4. Eric Song & Alice Gaudin & Amanda R. King & Young-Eun Seo & Hee-Won Suh & Yang Deng & Jiajia Cui & Gregory T. Tietjen & Anita Huttner & W. Mark Saltzman, 2017. "Surface chemistry governs cellular tropism of nanoparticles in the brain," Nature Communications, Nature, vol. 8(1), pages 1-14, August.
    5. Humberto Mestre & Natasha Verma & Thom D. Greene & LiJing A. Lin & Antonio Ladron-de-Guevara & Amanda M. Sweeney & Guojun Liu & V. Kaye Thomas & Chad A. Galloway & Karen L. Mesy Bentley & Maiken Neder, 2022. "Periarteriolar spaces modulate cerebrospinal fluid transport into brain and demonstrate altered morphology in aging and Alzheimer’s disease," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    6. Arne Maes & Camille Pestiaux & Alice Marino & Tim Balcaen & Lisa Leyssens & Sarah Vangrunderbeeck & Grzegorz Pyka & Wim M. De Borggraeve & Luc Bertrand & Christophe Beauloye & Sandrine Horman & Martin, 2022. "Cryogenic contrast-enhanced microCT enables nondestructive 3D quantitative histopathology of soft biological tissues," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
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