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Research ArticleResearch Article: Methods/New Tools, Novel Tools and Methods

Development of a High-Throughput Pipeline to Characterize Microglia Morphological States at a Single-Cell Resolution

Jennifer Kim, Paul Pavlidis and Annie Vogel Ciernia
eNeuro 19 July 2024, 11 (7) ENEURO.0014-24.2024; https://doi.org/10.1523/ENEURO.0014-24.2024
Jennifer Kim
1Graduate Program in Neuroscience, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
2Djavad Mowafaghian Centre for Brain Health, Vancouver, British Columbia V6T 1Z3, Canada
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Paul Pavlidis
1Graduate Program in Neuroscience, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
2Djavad Mowafaghian Centre for Brain Health, Vancouver, British Columbia V6T 1Z3, Canada
3Department of Psychiatry, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
4Michael Smith Laboratories, Vancouver, British Columbia V6T 1Z4, Canada
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Annie Vogel Ciernia
1Graduate Program in Neuroscience, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
2Djavad Mowafaghian Centre for Brain Health, Vancouver, British Columbia V6T 1Z3, Canada
5Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
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Article Information

DOI 
https://doi.org/10.1523/ENEURO.0014-24.2024
PubMed 
39029952
Published By 
Society for Neuroscience
History 
  • Received January 10, 2024
  • Revision received April 29, 2024
  • Accepted May 7, 2024
  • Published online July 19, 2024.
Copyright & Usage 
Copyright © 2024 Kim et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.

Author Information

  1. Jennifer Kim1,2,
  2. Paul Pavlidis1,2,3,4 and
  3. Annie Vogel Ciernia1,2,5
  1. 1Graduate Program in Neuroscience, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
  2. 2Djavad Mowafaghian Centre for Brain Health, Vancouver, British Columbia V6T 1Z3, Canada
  3. 3Department of Psychiatry, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
  4. 4Michael Smith Laboratories, Vancouver, British Columbia V6T 1Z4, Canada
  5. 5Department of Biochemistry and Molecular Biology, University of British Columbia, Vancouver, British Columbia V6T 1Z3, Canada
  1. Correspondence should be addressed to Annie Vogel Ciernia at annie.ciernia{at}ubc.ca.
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Author contributions

  1. Author contributions: J.K., P.P., and A.V.C. designed research; J.K. performed research; J.K. analyzed data; J.K., P.P., and A.V.C. wrote the paper.

View Abstract

Disclosures

  • The authors declare no competing financial interests.

  • We thank the Ciernia Lab and Pavlidis Lab members for their thoughtful feedback and suggestions during lab meetings throughout the progression of this project. We also thank Wai Hang (Tom) Cheng, whose help was instrumental with learning how to image on the Axioscan slidescanner and getting started with microglia morphology analysis; Nicholas Michelson, whose help was invaluable when troubleshooting code in ImageJ for various features of MicrogliaMorphology; and Dylan Terstege, who generously provided the materials for FASTMAP alignment to the Allen Brain Atlas before they were published. We also thank Dr. Brian MacVicar for sharing his lab's Cx3cr1-GFP mice with us, which we used for the 2xLPS in vivo experiments. We are grateful for the resources made available through the Dynamic Brain Circuits cluster and the NeuroImaging and NeuroComputation Core at the UBC Djavad Mowafaghian Centre for Brain Health (RRID:SCR_019086) that supported this work.

  • This work was supported by the Canadian Open Neuroscience Platform Student’s Scholar Award (10901 to J.K.); University of British Columbia Four Year Doctoral Fellowship (6569 to J.K.); Canadian Institutes for Health Research (CRC-RS 950-232402 to A.V.C.); Natural Sciences and Engineering Research Council of Canada (RGPIN-2019-04450, DGECR-2019-00069 to A.V.C.); Scottish Rite Charitable Foundation (21103 to A.V.C.) and the Brain Canada Foundation (AWD-023132 to A.V.C.). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Funding

  • Canadian Open Neuroscience Platform Student Scholar Award

  • University of British Columbia Four Year Doctoral Fellowship

  • Canadian Institutes for Health Research

    CRC-RS 950-232402
  • Canadian Government | Natural Sciences and Engineering Research Council of Canada (NSERC)

    RGPIN-2019-04450; DGECR-2019-00069
  • Scottish Rite Charitable Foundation of Canada (SRCFC)

    21103
  • Fondation Brain Canada (Brain Canada)

    AWD-023132

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  • previous version (July 19, 2024).

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Jul 2024393103154
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Sep 202442592129
Oct 202444539155
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Total 202461049661094
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Total 2026811944363
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Development of a High-Throughput Pipeline to Characterize Microglia Morphological States at a Single-Cell Resolution
Jennifer Kim, Paul Pavlidis, Annie Vogel Ciernia
eNeuro 19 July 2024, 11 (7) ENEURO.0014-24.2024; DOI: 10.1523/ENEURO.0014-24.2024

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Development of a High-Throughput Pipeline to Characterize Microglia Morphological States at a Single-Cell Resolution
Jennifer Kim, Paul Pavlidis, Annie Vogel Ciernia
eNeuro 19 July 2024, 11 (7) ENEURO.0014-24.2024; DOI: 10.1523/ENEURO.0014-24.2024
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