Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Protocol
  • Published:

High-confidence and high-throughput quantification of synapse engulfment by oligodendrocyte precursor cells

Abstract

Oligodendrocyte precursor cells (OPCs) sculpt neural circuits through the phagocytic engulfment of synapses during development and adulthood. However, existing techniques for analyzing synapse engulfment by OPCs have limited accuracy. Here we describe the quantification of synapse engulfment by OPCs via a two-pronged cell biological approach that combines high-confidence and high-throughput methodologies. Firstly, an adeno-associated virus encoding a pH-sensitive, fluorescently tagged synaptic marker is expressed in neurons in vivo to differentially label presynaptic inputs, depending upon whether they are outside of or within acidic phagolysosomal compartments. When paired with immunostaining for OPC markers in lightly fixed tissue, this approach quantifies the engulfment of synapses by around 30–50 OPCs in each experiment. The second method uses OPCs isolated from dissociated brain tissue that are then fixed, incubated with fluorescent antibodies against presynaptic proteins, and analyzed by flow cytometry, enabling the quantification of presynaptic material within tens of thousands of OPCs in <1 week. The integration of both methods extends the current imaging-based assays, originally designed to quantify synaptic phagocytosis by other brain cells such as microglia and astrocytes, by enabling the quantification of synaptic engulfment by OPCs at individual and populational levels. With minor modifications, these approaches can be adapted to study synaptic phagocytosis by numerous glial cell types in the brain. The protocol is suitable for users with expertise in both confocal microscopy and flow cytometry. The imaging-based and flow cytometry-based protocols require 5 weeks and 2 d to complete, respectively.

Key points

  • An adeno-associated virus encoding a pH-sensitive, fluorescently tagged synaptic marker is expressed in neurons in vivo and combined with immunostaining for oligodendrocyte precursor cells (OPCs) in fixed tissue to quantify synaptic engulfment within individual OPCs. The measurements can be integrated with data from the flow cytometry-based quantification of synapses within OPCs pooled from across the mouse brain.

  • This protocol extends the limited capabilities in throughput and accuracy of existing imaging-based approaches.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: An overview of the experimental design.
Fig. 2: High-confidence microscopy-based OPC engulfment assay.
Fig. 3: pSynDig engulfment assay workflow.
Fig. 4: Distance-based filtering Imaris software workflow.
Fig. 5: High-throughput flow cytometric OPC engulfment assay.
Fig. 6: Gating strategy for identifying OPCs and measuring the intracellular abundance of SYN1.
Fig. 7: Comparison between Imaris engulfment assays: the traditional masking method versus distance-based filtering method.

Similar content being viewed by others

Data availability

Raw microscopy images (.czi files), processed microscopy images (.ims files), and flow cytometry data (.fcs files) have all been deposited and are available in the following Zenodo repository (https://doi.org/10.5281/zenodo.10625432).

Code availability

All R code used for analysis of flow cytometry data can be accessed from our Zenodo repository (https://doi.org/10.5281/zenodo.10625432).

References

  1. Hooks, B. M. & Chen, C. Circuitry underlying experience-dependent plasticity in the mouse visual system. Neuron 106, 21–36 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Katz, L. C. & Shatz, C. J. Synaptic activity and the construction of cortical circuits. Science 274, 1133–1138 (1996).

    Article  CAS  PubMed  Google Scholar 

  3. Badimon, A. et al. Negative feedback control of neuronal activity by microglia. Nature 586, 417–423 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Lee, J. H. et al. Astrocytes phagocytose adult hippocampal synapses for circuit homeostasis. Nature 590, 612–617 (2021).

    Article  CAS  PubMed  Google Scholar 

  5. Wang, C. et al. Microglia mediate forgetting via complement-dependent synaptic elimination. Science 367, 688–694 (2020).

    Article  CAS  PubMed  Google Scholar 

  6. Schafer, D. P. et al. Microglia sculpt postnatal neural circuits in an activity and complement-dependent manner. Neuron 74, 691–705 (2012).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Paolicelli, R. C. et al. Synaptic pruning by microglia is necessary for normal brain development. Science 333, 1456–1458 (2011).

    Article  CAS  PubMed  Google Scholar 

  8. Gunner, G. et al. Sensory lesioning induces microglial synapse elimination via ADAM10 and fractalkine signaling. Nat. Neurosci. 22, 1075–1088 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Auguste, Y. S. S. et al. Oligodendrocyte precursor cells engulf synapses during circuit remodeling in mice. Nat. Neurosci. 25, 1273–1278 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Buchanan, J. et al. Oligodendrocyte precursor cells ingest axons in the mouse neocortex. Proc. Natl Acad. Sci. USA 119, e2202580119 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Xiao, Y., Petrucco, L., Hoodless, L. J., Portugues, R. & Czopka, T. Oligodendrocyte precursor cells sculpt the visual system by regulating axonal remodeling. Nat. Neurosci. 25, 280–284 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Buchanan, J., da Costa, N. M. & Cheadle, L. Emerging roles of oligodendrocyte precursor cells in neural circuit development and remodeling. Trends Neurosci. 46, 628–639 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Bergles, D. E., Roberts, J. D., Somogyi, P. & Jahr, C. E. Glutamatergic synapses on oligodendrocyte precursor cells in the hippocampus. Nature 405, 187–191 (2000).

    Article  CAS  PubMed  Google Scholar 

  14. Lin, S. C. & Bergles, D. E. Synaptic signaling between GABAergic interneurons and oligodendrocyte precursor cells in the hippocampus. Nat. Neurosci. 7, 24–32 (2004).

    Article  CAS  PubMed  Google Scholar 

  15. Spitzer, S. O. et al. Oligodendrocyte progenitor cells become regionally diverse and heterogeneous with age. Neuron 101, 459–471 e455 (2019).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Marisca, R. et al. Functionally distinct subgroups of oligodendrocyte precursor cells integrate neural activity and execute myelin formation. Nat. Neurosci. 23, 363–374 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Huang, W. et al. Origins and proliferative states of human oligodendrocyte precursor Cells. Cell 182, 594–608 e511 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Beiter, R. M. et al. Evidence for oligodendrocyte progenitor cell heterogeneity in the adult mouse brain. Sci. Rep. 12, 12921 (2022).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Brioschi, S. et al. Detection of synaptic proteins in microglia by flow cytometry. Front. Mol. Neurosci. 13, 149 (2020).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Dissing-Olesen, L. et al. FEAST: a flow cytometry-based toolkit for interrogating microglial engulfment of synaptic and myelin proteins. Nat. Commun. 14, 6015 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Kirby, L. et al. Oligodendrocyte precursor cells present antigen and are cytotoxic targets in inflammatory demyelination. Nat. Commun. 10, 3887 (2019).

    Article  PubMed  PubMed Central  Google Scholar 

  22. Yuen, T. J. et al. Oligodendrocyte-encoded HIF function couples postnatal myelination and white matter angiogenesis. Cell 158, 383–396 (2014).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Schindelin, J. et al. Fiji: an open-source platform for biological-image analysis. Nat. Methods 9, 676–682 (2012).

    Article  CAS  PubMed  Google Scholar 

  24. Hammill, D. CytoExploreR: interactive analysis of cytometric data. GitHub https://github.com/DillonHammill/CytoExploreR (2021).

  25. Finak, G., Perez, J. M., Weng, A. & Gottardo, R. Optimizing transformations for automated, high throughput analysis of flow cytometry data. BMC Bioinforma. 11, 546 (2010).

    Article  Google Scholar 

  26. Clayton, B. L. L. & Tesar, P. J. Oligodendrocyte progenitor cell fate and function in development and disease. Curr. Opin. Cell Biol. 73, 35–40 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Pfeiffer, F., Sherafat, A. & Nishiyama, A. The impact of fixation on the detection of oligodendrocyte precursor cell morphology and vascular associations. Cells 10, 1302 (2021).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Mori, T., Wakabayashi, T., Takamori, Y., Kitaya, K. & Yamada, H. Phenotype analysis and quantification of proliferating cells in the cortical gray matter of the adult rat. Acta Histochem. Cytochem. 42, 1–8 (2009).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

We acknowledge and thank the following individuals for their contributions: U. Vrudhula for contributions to early imaging-based engulfment protocols; A.-S. Nichitiu for previously validating the pSynDig construct; P. Moody from the CSHL Flow Cytometry Core; E. Wee from the CSHL Microscopy Core and M.J. Gastinger from Imaris/Andor. This work was supported by the following funding sources (to L.C.): R00MH120051, DP2MH132943, R01NS131486, Rita Allen Scholar Award, McKnight Scholar Award, Klingenstein-Simons Fellowship Award in Neuroscience, Pershing Square Innovation Fund and a Brain and Behavior Foundation NARSAD grant. L.C. is a Howard Hughes Medical Institute Freeman Hrabowski Scholar.

Author information

Authors and Affiliations

Authors

Contributions

J.A.K., A.M.X. and L.C. wrote the paper. For the material, reagents and protocol sections, the components describing the microscopy-based approach were written by J.A.K. and the components related to flow cytometry were written by A.M.X. A.F. designed and produced the pSynDig construct. Y.S.S.A. designed the analysis of pSynDig data. A.F., J.A.K., S.T. and Y.A. contributed to optimizing the pSynDig OPC engulfment assay analysis. All figures were created by J.A.K., A.M.X. and L.C. Supervision and funding provided by L.C.

Corresponding author

Correspondence to Lucas Cheadle.

Ethics declarations

Competing interests

The authors declare no competing interests.

Peer review

Peer review information

Nature Protocols thanks Tara DeSilva, Xiaoping Tong and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Related links

Key reference using this protocol

Auguste, Y. S. S. et al. Nat. Neurosci. 25, 1273–1278 (2022): https://doi.org/10.1038/s41593-022-01170-x

Supplementary information

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kahng, J.A., Xavier, A.M., Ferro, A. et al. High-confidence and high-throughput quantification of synapse engulfment by oligodendrocyte precursor cells. Nat Protoc (2024). https://doi.org/10.1038/s41596-024-01048-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1038/s41596-024-01048-1

Comments

By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing