ReviewFrontiers in neuroinformatics2023
Microglial morphometric analysis: so many options, so little consistency.
Review in Frontiers in neuroinformatics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 68 papers.
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.
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.
Who cites it
68 citing papers in PubMed, 87 citations in OpenAlex.
- Spinal cord microglia exhibit a dysfunctional response to myelin damage.Journal of neuroimmunology · 2026Article
- Review
- Adaptive Network Stabilization Despite Profound Structural Reorganization in Human Organotypic Cultures.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- The neuroprotective potential of thymoquinone and intermittent fasting on aluminum chloride-induced Alzheimer's disease like model in rat hippocampus: insights into neurogenesis and autophagy.Journal of molecular histology · 2026Article
- Sex differences in the effects of chronic stress and oxycodone associative learning on glial markers in rat hippocampus.Neuroscience · 2026Article
- Activated microglial phenotypes in the hippocampal CA2 subfield are implicated in Lewy body disease progression.Acta neuropathologica · 2026Article
- Review
- Anti-Inflammatory Effects of Ginsenoside Rg1 and Low-Dose Ginseng Extract in an Astrocyte-Microglia Co-Culture Model of Inflammation.Pharmaceutics · 2026Article
- Expression of GPR34 in microglia remains stable in human Alzheimer's disease.Acta neuropathologica · 2026Article
- Hippocampal, Microglial, Morphological, and Amyloid Profiles Following Thiamine Pyrophosphate Treatment in 3xTg-AD Mice.International journal of molecular sciences · 2026Article
- Article
- Tissue Effects of the Mitochondrial Division Inhibitor Mdivi-1 on the Substantia Nigra in a Laboratory Model of Dopaminergic System Damage.International journal of molecular sciences · 2026Article
- TLC-Derived High-Polar Fractions ofInternational journal of molecular sciences · 2026Article
- MICRON learns outcome-associated representations of spatial immune microenvironments.bioRxiv : the preprint server for biology · 2026Article
- Spreading depolarization activates the cGAS-STING pathway and drives cranial nociception: therapeutic potential of STING modulation.The journal of headache and pain · 2026Article
- Decoding gray matter, large-scale analysis of brain cell morphometry to inform microstructural modeling of diffusion MR signals.Communications biology · 2026Article
- Article
- Influence of blood-brain barrier and intestinal barrier on microglial phenotypes: a perspective of clinical and prognostic implications.Frontiers in immunology · 2026Article
- A translational preclinical strategy for chronic spinal cord injury: neuroprotective and regenerative potential of botulinum neurotoxin type A combined with muscle atrophy prevention via electrostimulation.Military Medical Research · 2026Article
- Targeting neuroinflammation: itaconate and mesaconate as therapeutic strategies against H7N7 influenza-associated CNS damage.Frontiers in immunology · 2026Article
8 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
Quantification of microglial activation through morphometric analysis has long been a staple of the neuroimmunologist's toolkit. Microglial morphological phenomics can be conducted through either manual classification or constructing a digital skeleton and extracting morphometric data from it. Multiple open-access and paid software packages are available to generate these skeletons via semi-automated and/or fully automated methods with varying degrees of accuracy. Despite advancements in methods to generate morphometrics (quantitative measures of cellular morphology), there has been limited development of tools to analyze the datasets they generate, in particular those containing parameters from tens of thousands of cells analyzed by fully automated pipelines. In this review, we compare and critique the approaches using cluster analysis and machine learning driven predictive algorithms that have been developed to tackle these large datasets, and propose improvements for these methods. In particular, we highlight the need for a commitment to
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What OpenQuestion holds
Registered trials
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.