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Single-cell Spatial Proteomic Imaging for Human Neuropathology

View ORCID ProfileKausalia Vijayaragavan, View ORCID ProfileBryan J Cannon, View ORCID ProfileDmitry Tebaykin, View ORCID ProfileMarc Bossé, Alex Baranski, View ORCID ProfileJP Oliveria, View ORCID ProfileDunja Mrdjen, View ORCID ProfileM. Ryan Corces, View ORCID ProfileErin F McCaffrey, View ORCID ProfileNoah F Greenwald, Yari Sigal, View ORCID ProfileZumana Khair, Trevor Bruce, View ORCID ProfileAnusha Rajaraman, Syed A Bukhari, View ORCID ProfileKathleen S. Montine, View ORCID ProfileR. Michael Angelo, View ORCID ProfileThomas J. Montine, View ORCID ProfileSean C. Bendall
doi: https://doi.org/10.1101/2022.03.02.482730
Kausalia Vijayaragavan
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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Bryan J Cannon
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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Dmitry Tebaykin
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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Marc Bossé
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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Alex Baranski
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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JP Oliveria
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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Dunja Mrdjen
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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M. Ryan Corces
3The Gladstone Institutes, San Francisco, CA
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Erin F McCaffrey
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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Noah F Greenwald
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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Yari Sigal
2Ionpath, Inc, Menlo Park, CA
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Zumana Khair
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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Trevor Bruce
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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Anusha Rajaraman
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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Syed A Bukhari
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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Kathleen S. Montine
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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R. Michael Angelo
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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Thomas J. Montine
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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Sean C. Bendall
1Department of Pathology, School of Medicine, Stanford University, Stanford, CA
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  • For correspondence: bendall@stanford.edu
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ABSTRACT

Neurodegenerative disorders are characterized by phenotypic changes and hallmark proteopathies. Quantifying these in archival human brain tissues remains indispensable for validating animal models and understanding disease mechanisms. We present a framework for nanometer-scale, spatial proteomics with multiplex ion beam imaging (MIBI) for capturing neuropathological features. MIBI facilitated simultaneous, quantitative imaging of 36 proteins on archival human hippocampus from individuals spanning cognitively normal to dementia. Customized analysis strategies identified cell types and proteopathies in the hippocampus across stages of Alzheimer’s disease (AD) neuropathologic change. We show microglia-pathologic tau interactions in hippocampal CA1 subfield, in AD dementia. Data driven, sample independent creation of spatial proteomic regions identified persistent neurons in pathologic tau neighborhoods expressing mitochondrial protein MFN2, regardless of cognitive status, suggesting a survival advantage. Our study revealed unique insights from multiplexed imaging and data-driven approaches for neuropathologic analysis and serves as a baseline for mechanistic and interventional understanding in human neurodegeneration.

Competing Interest Statement

M.A. and S.C.B. are consultants for and shareholders in Ionpath Inc. that commercializes MIBI technology. M.A. and S.C.B. are inventors on, and receive royalties for patents relating to MIBI technology licensed to Ionpath Inc. Y.S. was an employee of Ionpath Inc. at the time analysis was done on this manuscript. All other authors declare no competing interests.

Footnotes

  • Competing Interests Section added

  • https://doi.org/10.25740/tx581jb1992

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
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Posted March 10, 2022.
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Single-cell Spatial Proteomic Imaging for Human Neuropathology
Kausalia Vijayaragavan, Bryan J Cannon, Dmitry Tebaykin, Marc Bossé, Alex Baranski, JP Oliveria, Dunja Mrdjen, M. Ryan Corces, Erin F McCaffrey, Noah F Greenwald, Yari Sigal, Zumana Khair, Trevor Bruce, Anusha Rajaraman, Syed A Bukhari, Kathleen S. Montine, R. Michael Angelo, Thomas J. Montine, Sean C. Bendall
bioRxiv 2022.03.02.482730; doi: https://doi.org/10.1101/2022.03.02.482730
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Single-cell Spatial Proteomic Imaging for Human Neuropathology
Kausalia Vijayaragavan, Bryan J Cannon, Dmitry Tebaykin, Marc Bossé, Alex Baranski, JP Oliveria, Dunja Mrdjen, M. Ryan Corces, Erin F McCaffrey, Noah F Greenwald, Yari Sigal, Zumana Khair, Trevor Bruce, Anusha Rajaraman, Syed A Bukhari, Kathleen S. Montine, R. Michael Angelo, Thomas J. Montine, Sean C. Bendall
bioRxiv 2022.03.02.482730; doi: https://doi.org/10.1101/2022.03.02.482730

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