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Quantitative 3D imaging of the cranial microvascular environment at single-cell resolution

Author

Listed:
  • Alexandra N. Rindone

    (Johns Hopkins University School of Medicine
    Johns Hopkins University School of Medicine)

  • Xiaonan Liu

    (Johns Hopkins University School of Medicine
    Nanfang Hospital, Southern Medical University)

  • Stephanie Farhat

    (Regenerative Medicine Program, Ottawa Hospital Research Institute
    University of Ottawa
    The Ottawa Hospital)

  • Alexander Perdomo-Pantoja

    (Johns Hopkins University School of Medicine)

  • Timothy F. Witham

    (Johns Hopkins University School of Medicine)

  • Daniel L. Coutu

    (Regenerative Medicine Program, Ottawa Hospital Research Institute
    University of Ottawa
    The Ottawa Hospital)

  • Mei Wan

    (Johns Hopkins University School of Medicine)

  • Warren L. Grayson

    (Johns Hopkins University School of Medicine
    Johns Hopkins University School of Medicine
    Johns Hopkins University
    Johns Hopkins University)

Abstract

Vascularization is critical for skull development, maintenance, and healing. Yet, there remains a significant knowledge gap in the relationship of blood vessels to cranial skeletal progenitors during these processes. Here, we introduce a quantitative 3D imaging platform to enable the visualization and analysis of high-resolution data sets (>100 GB) throughout the entire murine calvarium. Using this technique, we provide single-cell resolution 3D maps of vessel phenotypes and skeletal progenitors in the frontoparietal cranial bones. Through these high-resolution data sets, we demonstrate that CD31hiEmcnhi vessels are spatially correlated with both Osterix+ and Gli1+ skeletal progenitors during postnatal growth, healing, and stimulated remodeling, and are concentrated at transcortical canals and osteogenic fronts. Interestingly, we find that this relationship is weakened in mice with a conditional knockout of PDGF-BB in TRAP+ osteoclasts, suggesting a potential role for osteoclasts in maintaining the native cranial microvascular environment. Our findings provide a foundational framework for understanding how blood vessels and skeletal progenitors spatially interact in cranial bone, and will enable more targeted studies into the mechanisms of skull disease pathologies and treatments. Additionally, our technique can be readily adapted to study numerous cell types and investigate other elusive phenomena in cranial bone biology.

Suggested Citation

  • Alexandra N. Rindone & Xiaonan Liu & Stephanie Farhat & Alexander Perdomo-Pantoja & Timothy F. Witham & Daniel L. Coutu & Mei Wan & Warren L. Grayson, 2021. "Quantitative 3D imaging of the cranial microvascular environment at single-cell resolution," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
  • Handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-26455-w
    DOI: 10.1038/s41467-021-26455-w
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    References listed on IDEAS

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    1. Takamitsu Maruyama & Jaeim Jeong & Tzong-Jen Sheu & Wei Hsu, 2016. "Stem cells of the suture mesenchyme in craniofacial bone development, repair and regeneration," Nature Communications, Nature, vol. 7(1), pages 1-11, April.
    2. Anjali P. Kusumbe & Saravana K. Ramasamy & Tomer Itkin & Maarja Andaloussi Mäe & Urs H. Langen & Christer Betsholtz & Tsvee Lapidot & Ralf H. Adams, 2016. "Age-dependent modulation of vascular niches for haematopoietic stem cells," Nature, Nature, vol. 532(7599), pages 380-384, April.
    3. Mi Yang & Chang-Jun Li & Xi Sun & Qi Guo & Ye Xiao & Tian Su & Man-Li Tu & Hui Peng & Qiong Lu & Qing Liu & Hong-Bo He & Tie-Jian Jiang & Min-Xiang Lei & Mei Wan & Xu Cao & Xiang-Hang Luo, 2017. "MiR-497∼195 cluster regulates angiogenesis during coupling with osteogenesis by maintaining endothelial Notch and HIF-1α activity," Nature Communications, Nature, vol. 8(1), pages 1-11, December.
    4. Yu Shi & Guangxu He & Wen-Chih Lee & Jennifer A. McKenzie & Matthew J. Silva & Fanxin Long, 2017. "Gli1 identifies osteogenic progenitors for bone formation and fracture repair," Nature Communications, Nature, vol. 8(1), pages 1-12, December.
    5. Anjali P. Kusumbe & Saravana K. Ramasamy & Ralf H. Adams, 2014. "Coupling of angiogenesis and osteogenesis by a specific vessel subtype in bone," Nature, Nature, vol. 507(7492), pages 323-328, March.
    6. Joel A. Spencer & Francesca Ferraro & Emmanuel Roussakis & Alyssa Klein & Juwell Wu & Judith M. Runnels & Walid Zaher & Luke J. Mortensen & Clemens Alt & Raphaël Turcotte & Rushdia Yusuf & Daniel Côté, 2014. "Direct measurement of local oxygen concentration in the bone marrow of live animals," Nature, Nature, vol. 508(7495), pages 269-273, April.
    7. Cristina Lo Celso & Heather E. Fleming & Juwell W. Wu & Cher X. Zhao & Sam Miake-Lye & Joji Fujisaki & Daniel Côté & David W. Rowe & Charles P. Lin & David T. Scadden, 2009. "Live-animal tracking of individual haematopoietic stem/progenitor cells in their niche," Nature, Nature, vol. 457(7225), pages 92-96, January.
    8. Saravana K. Ramasamy & Anjali P. Kusumbe & Lin Wang & Ralf H. Adams, 2014. "Endothelial Notch activity promotes angiogenesis and osteogenesis in bone," Nature, Nature, vol. 507(7492), pages 376-380, March.
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