Microglia‑enriched single‑cell and single‑nucleus RNA‑seq dataset from a mouse model of focal cerebral ischemia induced by permanent middle cerebral artery occlusion
Authors/Creators
- 1. Laboratory of Glial Biology and Omics Technologies, Institute of Biotechnology of the Czech Academy of Sciences, Vestec, Czech Republic
- 2. Faculty of Science, Charles University, Prague, Czech Republic
- 3. GeneCore Facility, Institute of Biotechnology of the Czech Academy of Sciences, Vestec, Czech Republic
Description
Dataset Description
This repository contains pre‑processed single‑cell (scRNA-seq) and single‑nucleus RNA‑seq (snRNA-seq) data supporting the publication:
“Adapted Smart-seq3xpress Facilitates Selective Microglial Transcriptomic Profiling From Frozen Brain Tissue” (DOI: 10.1007/s10571-026-01743-5).
The dataset is generated from microglial enrichment experiments using three isolation protocols: LiveCells, LiveNuclei, and FixedNuclei.
- Processing scripts are available on GitHub.
- Experimental protocols for FixedNuclei is available at Protocol.io.
Experimental Overview
Enriching microglia from fresh‑frozen brain tissue is challenging due to marker degradation and cellular fragility. To overcome these limitations, we developed a novel protocol (FixedNuclei) that selectively enriches PU.1⁺ nuclei:
- FixedNuclei – snRNA‑seq of nuclei from fresh‑frozen tissue, lightly formaldehyde-fixed, and subsequently enriched for PU.1+ nuclei; capturing nuclear transcripts only.
Results obtained with FixedNuclei protocol were compared with two commonly used protocols:
- LiveCells – scRNA‑seq of cells from papain‑dissociated fresh tissue and enriched for CD11b⁺ populations; capturing both cytoplasmic and nuclear transcripts.
- LiveNuclei – snRNA‑seq of nuclei from the CD11b⁺ fraction of LiveCells; capturing nuclear transcripts only.
Sample Collection and Library Preparation
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Samples – cortical tissue was collected from male mice subjected to permanent middle cerebral artery occlusion (7 days post‑stroke) and controls (sham).
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Library Preparation – full‑length mRNA libraries were generated using Smart‑seq3xpress (Hagemann-Jensen et al., 2022):
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FixedNuclei – included Thermolabile Proteinase K for gentle decrosslinking while maintaining RNA integrity.
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LiveCells / LiveNuclei – prepared using the standard Smart‑seq3xpress workflow without Thermolabile Proteinase K.
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Data Processing
The pre‑processed data are provided in this repository are organized into two separate experiments:
- main experiment (Fig. 1-4; SFig. 2, 3A,C, 4, 5).
- repeated experiment (SFig. 3B).
For Seurat object processing, the following files are included:
- Smartseq3xpress.dgecounts.rds
- metadata.csv
- Smartseq3xpress.gene_names.txt
- Smartseq3xpress.readspercell.txt
- Smartseq3xpresskept_barcodes_binned.txt.BCUMIstats.txt
- 1DP_00_seurat_all_cells_metadata_for_subset_mg.csv (used only for generating a Seurat object with the microglia subset in 1. main experiment)
The following Seurat objects are provided (markdown files used for generating Seurat objects):
- 1. main experiment – all isolated cells (1DP_00_all_cells_raw_data_to_seurat_merged_integrated_UMAP.Rmd).
- 1. main experiment – microglial subset (1DP_01_mg_cells_raw_data_to_seurat_merged_integrated_UMAP.Rmd).
- 2. repeated experiment – all isolated cells (1DP_05_all_cells_LC_FN_raw_data_to_seurat_merged_integrated_UMAP.Rmd).
For library quality controls (Library_qc), the following files are included:
- LiveNuclei_raw.cram
- LiveCells_raw.cram
- FixedNuclei_raw.cram
- additional_sequence_annot.gtf
The main experiment can be explored online via the Nygen portal - all isolated cells and microglial subset.
Reference:
Hagemann-Jensen, M., Ziegenhain, C., Sandberg, R., 2022. Scalable single-cell RNA sequencing from full transcripts with Smart-seq3xpress. Nat. Biotechnol. 29, 1452–1457. https://doi.org/10.1038/s41587-022-01311-4
Files
01_main_experiment.zip
Additional details
Funding
- Czech Science Foundation
- 23-05327S
- Czech Science Foundation
- 24-11364S
- Czech Science Foundation
- 25-16979S
- Ministry of Education Youth and Sports
- MULTIOMICS_CZ CZ.02.01.01/00/23_020/0008540
- Charles University
- GA UK No. 2224