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The mouse brain after footshock in 4D: temporal dynamics at a single cell resolution
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Description: Acute stress leads to sequential activation of functional brain networks. The challenge is to get insight in whole brain activity at multiple scales, beyond the level of (networks of) nuclei. We developed a novel pre-processing and analytical pipeline to chart whole-brain immediate early genes’ expression – as proxy for cellular activity – after a single stressful foot-shock, in 4 dimensions; that is, from functional networks up to 3D single-cell resolution, and over time. The pipeline is available as R-package. Most brain areas (96%) showed increased numbers of c-fos+ cells after foot-shock, yet hypothalamic areas stood out as being most active and prompt in their activation, followed by amygdalar, prefrontal, hippocampal and finally thalamic areas. At the cellular level, c-fos+ density clearly shifted over time across subareas, as illustrated for the basolateral amygdala. Moreover, some brain areas showed increased numbers of c-fos+ cells, while others –like the dentate gyrus– dramatically increased c-fos intensity in just a subset of cells, reminiscent of engrams; importantly, this ‘strategy’ changed after foot-shock in half of the brain areas. The strength of our approach is that single-cell data were simultaneously examined across all of 90 brain areas and can be visualized in 3D in our interactive web-portal.
The preprint
Preprint available on biorxiv, https://doi.org/10.1101/2021.05.03.442441 .
The package
The abc4d package can be downloaded at: https://github.com/valeriabonapersona/abc4d
For sample data to tryout the package, go to "Data example for abc4d package" in this repository.
Documentation for the abc4d package is available at: valeriabonapersona.github.io/abc4d
The experiment
Analyses of t…
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Components
Data example for abc4d package
Reduced data from the original publication for faster examples in abc4d package
Data experiment
All experimental data for the project "The mouse brain after foot-shock" which accompanies the abc4d package. For more information, see the README at ...
Results experiment
All experimental results for the project "The mouse brain after foot-shock" which accompanies the abc4d package. For more information, see the README ...
abc4d package
abc4d is an R package to facilitate preprocessing and analysis of whole-brain microscopy data.
Data microscope example
Example of light-sheet microscope images used in this study.
Supplementary Videos
Supplementary results' videos accompanying the paper.
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