Evidence map›Paper›PMID 40940765›Full record

ArticleCells2025

Characterizing Microglial Morphology: Methodological Advances in Confocal Imaging and Analysis.

Juan P Taborda-Bejarano, David B Nowak, Fernando Chaure, Malika L Allen, Kathryn A Blek, Stephen Walterhouse, John R Mantsch, Constanza Garcia-Keller

Abstract read
In one paragraph

Article in Cells, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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.

Juan P Taborda-BejaranoDepartment of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI 53226, USA.ORCID 0000-0001-6448-2633
David B NowakDepartment of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI 53226, USA.ORCID 0000-0002-9351-6094
Fernando ChaureDepartment of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI 53226, USA.ORCID 0000-0002-8072-3879
Malika L AllenDepartment of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI 53226, USA.
Kathryn A BlekDepartment of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI 53226, USA.
Stephen WalterhouseDepartment of Neuroscience, Medical University of South Carolina, Charleston, SC 29425, USA.ORCID 0000-0001-8409-5526
John R MantschDepartment of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI 53226, USA.ORCID 0000-0003-0099-1599
Constanza Garcia-KellerDepartment of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI 53226, USA.ORCID 0000-0002-3141-9571

Funding

Mechanisms underlying the influence of stress on drug-seeking behaviorR01DA059194 · NIDA · MEDICAL COLLEGE OF WISCONSIN · PI Cecilia J Hillard, John R Mantsch · 2023 to 2026
$2.3M
Chronic stress-induced REDD1 expression in prefrontal cortex and cognitive inflexibilityR01MH136708 · NIMH · MEDICAL COLLEGE OF WISCONSIN · PI Matthew Carl Hearing, John R Mantsch · 2025 to 2026
$1.4M
Circuit Mechanisms for Conditioned Stress Regulation of AddictionR00DA047426 · NIDA · MEDICAL COLLEGE OF WISCONSIN · PI GARCIA KELLER, CONSTANZA · 2022 to 2024
$747k
Concurrent chronic stress and cocaine self-administration: Understanding effects on mPFC microglia and drug choice behaviorF30DA060020 · NIDA · MEDICAL COLLEGE OF WISCONSIN · PI David B Nowak · 2024 to 2026
$164k
NIDA NIH HHS DA047426NIDA NIH HHS DA059194NIDA NIH HHS DA060020NIDA NIH HHS F30 DA060020NIDA NIH HHS R00 DA047426NIDA NIH HHS R01 DA059194NIMH NIH HHS MH136708NIMH NIH HHS R01 MH136708
6 · The paper itself

Abstract

Microglia are central to neuroimmune responses and undergo dynamic structural and functional changes in models of stress and addiction, and in response to pharmacological treatments. While transcriptomic and proteomic assays provide insights into molecular profiles, morphological analysis remains a valuable proxy for assessing region-specific microglial response. However, morphological features alone often fail to capture the full complexity of microglial function, underscoring the need for standardized methods and complementary approaches. Here, we describe a standardized imaging pipeline for analyzing microglia in the nucleus accumbens core (NAcore), integrating unbiased confocal image acquisition with precise anatomical reference points. We compare two widely used image analysis platforms-IMARIS and CellSelect-3DMorph-highlighting their workflows, output metrics, and utility in quantifying microglial morphology following treatment with adenosine triphosphate (ATP). Both tools detect well described features of microglial dynamics, though they differ in automation level, analysis speed, and output types. Our findings demonstrate that both platforms provide reliable morphological data, with CellSelect-3DMorph offering a rapid, open-access alternative for high-throughput analysis. Additionally, using software-derived parameters in principal component analysis clustering has proven useful for identifying distinct subpopulations of microglia separated by their morphology. This work provides a practical framework for morphological analysis and promotes reproducibility in microglial studies under environmental and pharmacological interventions.

Indexed as

Image Processing, Computer-AssistedMicrogliaAnimalsMaleMiceMicroscopy, ConfocalNucleus Accumbensanalysismicrogliamorphologyneuroimmune

Identifiers

PMID40940765
PMCPMC12428236

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.