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Dissection of artifactual and confounding glial signatures by single-cell sequencing of mouse and human brain
Samuel E. Marsh, Alec J. Walker, Tushar Kamath, Lasse Dissing‐Olesen, Timothy R. Hammond, T. Yvanka de Soysa, Adam M. H. Young, Sarah Louise Murphy, Abdulraouf Abdulraouf, Naeem Nadaf, Connor Dufort, Alicia C. Walker, Liliana E. Lucca, Velina Kozareva, Charles Vanderburg
Nature Neuroscience · 2022 · ▲ 450 citations
Abstract
A key aspect of nearly all single-cell sequencing experiments is dissociation of intact tissues into single-cell suspensions. While many protocols have been optimized for optimal cell yield, they have often overlooked the effects that dissociation can have on ex vivo gene expression. Here, we demonstrate that use of enzymatic dissociation on brain tissue induces an aberrant ex vivo gene expression signature, most prominently in microglia, which is prevalent in published literature and can substantially confound downstream analyses. To address this issue, we present a rigorously validated protocol that preserves both in vivo transcriptional profiles and cell-type diversity and yield across tissue types and species. We also identify a similar signature in postmortem human brain single-nucleus RNA-sequencing datasets, and show that this signature is induced in freshly isolated human tissue by exposure to elevated temperatures ex vivo. Together, our results provide a methodological solution for preventing artifactual gene expression changes during fresh tissue digestion and a reference for future deeper analysis of the potential confounding states present in postmortem human samples.
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- DOI
- 10.1038/s41593-022-01022-8
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- 2026-07-25 MST
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APA
Marsh, S.E., Walker, A.J., Kamath, T., Dissing‐Olesen, L., Hammond, T.R., Soysa, T.Y.D., Young, A.M.H., Murphy, S.L., Abdulraouf, A., Nadaf, N., Dufort, C., Walker, A.C., Lucca, L.E., Kozareva, V., Vanderburg, C., Hong, S., Bulstrode, H., Hutchinson, P.J., Gaffney, D.J., & Hafler, D.A. (2022). Dissection of artifactual and confounding glial signatures by single-cell sequencing of mouse and human brain. <em>Nature Neuroscience</em>. https://doi.org/10.1038/s41593-022-01022-8
Vancouver
Marsh SE, Walker AJ, Kamath T, Dissing‐Olesen L, Hammond TR, Soysa TYD, et al. Dissection of artifactual and confounding glial signatures by single-cell sequencing of mouse and human brain. Nature Neuroscience. 2022. doi:10.1038/s41593-022-01022-8.
BibTeX
@article{samuel2022Dissec,
title = {Dissection of artifactual and confounding glial signatures by single-cell sequencing of mouse and human brain},
author = {Samuel E. Marsh and Alec J. Walker and Tushar Kamath and Lasse Dissing‐Olesen and Timothy R. Hammond and T. Yvanka de Soysa and Adam M. H. Young and Sarah Louise Murphy and Abdulraouf Abdulraouf and Naeem Nadaf and Connor Dufort and Alicia C. Walker and Liliana E. Lucca and Velina Kozareva and Charles Vanderburg and Soyon Hong and Harry Bulstrode and Peter J. Hutchinson and Daniel J. Gaffney and David A. Hafler and Robin J.M. Franklin and Evan Z. Macosko and Beth Stevens},
journal = {Nature Neuroscience},
year = {2022},
doi = {10.1038/s41593-022-01022-8},
}
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