Evidence map›Paper›PMID 42455257›Full record

ArticleMolecular neurobiology2026

Mitigating Fixation Artifacts in Spatial Transcriptomics: Methodological Insights from Human Brain Tissue.

Kassandra Georges, Maiken Krogsbaek, Sara Newell Jensen, Thomas Damm Als, Kasper Thorsen, Johannes Rødbro Busch, Jytte Banner, Jens Randel Nyengaard

Abstract read
In one paragraph

Article in 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

8 authors.

Kassandra GeorgesCore Center for Molecular Morphology, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark. kasgeo@biomed.au.dk.ORCID http://orcid.org/0009-0000-0497-4337
Maiken KrogsbaekCore Center for Molecular Morphology, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.ORCID http://orcid.org/0000-0002-9893-237X
Sara Newell JensenDepartment of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.ORCID http://orcid.org/0009-0000-9499-4568
Thomas Damm AlsDepartment of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.ORCID http://orcid.org/0000-0002-2963-1928
Kasper ThorsenDepartment of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.ORCID http://orcid.org/0000-0003-0195-4685
Johannes Rødbro BuschSection of Forensic Pathology, Department of Forensic Medicine, University of Copenhagen, Copenhagen, Denmark.ORCID http://orcid.org/0000-0003-4275-2609
Jytte BannerSection of Forensic Pathology, Department of Forensic Medicine, University of Copenhagen, Copenhagen, Denmark.ORCID http://orcid.org/0000-0002-7559-1285
Jens Randel NyengaardCore Center for Molecular Morphology, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.ORCID http://orcid.org/0000-0002-8084-4646

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human brain bank material offers a great potential for studying a wide range of diseases from psychiatric to degenerative disorders, stroke, and pain. Historically, the primary limitation has been the technical usability of long-term formalin fixed and stored tissue samples with inadequate RNA quality. However, new and emerging, highly sensitive techniques now enable the study of the human transcriptome in autopsied brain material. This study aimed to develop a protocol for analysing RNA expression in two distinct cell populations within a spatial context from long-term formalin fixed human hypothalamus samples from the Danish SURVIVE study, using the GeoMx Digital Spatial Profiler from NanoString. RNAscope assays were used to optimize target retrieval, followed by evaluation with QuPath quantification to determine optimal RNA binding conditions. Optimal RNA availability was achieved with baking the slides at 60 °C for 1 h, followed by 30 min of 99 °C heat-induced target retrieval while maintaining tissue integrity. Subsequently, tissue was stained for either microglia or neurons with Iba1 and CRH specific antibodies and analysed in the GeoMx Digital Spatial Profiler. Whole transcriptome probes within the Iba1 and CRH segments were sequenced on the Illumina NovaSeq platform. The novel bioinformatic tool StandR was used for quality control and data analysis. The two cellular segments were compared, and we found 932 differentially expressed genes: 317 upregulated in the CRH segment, and 615 upregulated in the Iba1 segment. This paper presents a detailed workflow and highlights the ability to obtain relevant transcriptomic information from long-term fixed human brain tissue.

Indexed as

ArtifactsBrainSpatial TranscriptomicsTissue FixationTranscriptomeFemaleHumansMaleMicrogliaBrain bankFixed tissueRNAscopeSpatial transcriptomicsTarget retrieval

Identifiers

PMID42455257
PMCPMC13372838

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.