Evidence map›Paper›PMID 42133140›Full record

ArticleCellular and molecular neurobiology2026

Adapted Smart-seq3xpress Facilitates Selective Microglial Transcriptomic Profiling From Frozen Brain Tissue.

Dominika Dostalova, Pavel Abaffy, Eva Rohlova, Jan Kriska, Tomas Knotek, Jana Tureckova, Denisa Kirdajova, Miroslava Anderova, Lukas Valihrach

Abstract read
In one paragraph

Article in Cellular and molecular neurobiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Dominika DostalovaLaboratory of Glial Biology and Omics Technologies, Institute of Biotechnology of the Czech Academy of Sciences, Vestec, Czech Republic.ORCID http://orcid.org/0009-0007-2303-2370
Pavel AbaffyLaboratory of Glial Biology and Omics Technologies, Institute of Biotechnology of the Czech Academy of Sciences, Vestec, Czech Republic.ORCID http://orcid.org/0000-0002-7571-8880
Eva RohlovaGeneCore Facility, Institute of Biotechnology of the Czech Academy of Sciences, Vestec, Czech Republic.ORCID http://orcid.org/0000-0001-6190-4837
Jan KriskaDepartment of Cellular Neurophysiology, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic.ORCID http://orcid.org/0000-0001-5684-5828
Tomas KnotekDepartment of Cellular Neurophysiology, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic.ORCID http://orcid.org/0000-0002-1296-155X
Jana TureckovaDepartment of Cellular Neurophysiology, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic.ORCID http://orcid.org/0000-0002-1643-751X
Denisa KirdajovaLaboratory of Glial Biology and Omics Technologies, Institute of Biotechnology of the Czech Academy of Sciences, Vestec, Czech Republic.ORCID http://orcid.org/0000-0002-1022-2155
Miroslava AnderovaDepartment of Cellular Neurophysiology, Institute of Experimental Medicine of the Czech Academy of Sciences, Prague, Czech Republic.ORCID http://orcid.org/0000-0002-9030-4571
Lukas ValihrachLaboratory of Glial Biology and Omics Technologies, Institute of Biotechnology of the Czech Academy of Sciences, Vestec, Czech Republic. Lukas.Valihrach@ibt.cas.cz.ORCID http://orcid.org/0000-0002-6704-4337

Funding

Grantová Agentura České Republiky 23-05327SGrantová Agentura, Univerzita Karlova No. 2224Ministerstvo Školství, Mládeže a Tělovýchovy Financed by EU-Next Generation EU; LX22NPO5107Ministerstvo Školství, Mládeže a Tělovýchovy MULTIOMICS_CZ CZ.02.01.01/00/23_020/0008540
6 · The paper itself

Abstract

Single-cell transcriptomics has revealed the central role of microglia in brain development, homeostasis, and disease, particularly in the context of neuroinflammation. While single-cell RNA-sequencing enables targeted microglial analysis from fresh tissue, studying these cells in cryopreserved or archival samples remains challenging due to the lack of a protocol for their specific enrichment and RNA-sequencing. In this study, we developed a method for profiling microglial nuclei from fresh-frozen tissue using Smart-seq3xpress. This approach relies on PU.1-based enrichment, made possible by a brief formaldehyde fixation step to preserve the antigen. To ensure compatibility with Smart-seq3xpress, we utilized a Thermolabile Proteinase K treatment to reverse cross-links, thereby maintaining high transcriptomic sensitivity. We benchmarked the method in a mouse model of ischemic stroke, evaluating both technical performance and its ability to capture biologically meaningful microglial states. Compared to standard single-nucleus protocols, our approach yielded higher gene and UMI counts and a greater proportion of coding reads. Transcriptomic profiles closely matched those from whole-cell RNA-sequencing, including the detection of activation markers and diverse microglial subpopulations. This approach enables high-resolution transcriptomic analysis of microglia from fresh-frozen or archival brain samples, overcoming major limitations of single-nucleus RNA sequencing. It broadens access to cellular insights from biobanked material, supporting both basic research and translational studies of neuroinflammatory disease.

Indexed as

BrainCryopreservationFreezingGene Expression ProfilingMicrogliaTranscriptomeAnimalsMaleMiceMice, Inbred C57BLSequence Analysis, RNASingle-Cell Gene Expression AnalysisEnrichmentFrozen tissueMicrogliaPU.1Single-nucleus RNA - sequencingStroke

Identifiers

PMID42133140
PMCPMC13357468

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.