Evidence map›Paper›PMID 41789061›Full record

ArticleFrontiers in immunology2026

Single-cell sequencing reveals reversible glial remodeling in the visual cortex during visual deprivation and recovery.

Xiaoqi Gong, Jiaojiao Feng, Zhe Xu, Yunxiao Xie, Yibo Han, Jing Li, Guodong Tang, Yuxi Liu, Xiaoyun Dong, Shuhan Li and 5 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 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

15 authors.

Xiaoqi Gong *College of Ophthalmology and Optometry, Shandong University of Traditional Chinese Medicine, Jinan, China.
Jiaojiao Feng *The First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China.
Zhe Xu *College of Ophthalmology and Optometry, Shandong University of Traditional Chinese Medicine, Jinan, China.
Yunxiao XieAffiliated Eye Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China.
Yibo HanCollege of Ophthalmology and Optometry, Shandong University of Traditional Chinese Medicine, Jinan, China.
Jing LiCollege of Ophthalmology and Optometry, Shandong University of Traditional Chinese Medicine, Jinan, China.
Guodong TangAffiliated Eye Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China.
Yuxi LiuThe First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China.
Xiaoyun DongCollege of Ophthalmology and Optometry, Shandong University of Traditional Chinese Medicine, Jinan, China.
Shuhan LiCollege of Ophthalmology and Optometry, Shandong University of Traditional Chinese Medicine, Jinan, China.
Jun ZhangCollege of Ophthalmology and Optometry, Shandong University of Traditional Chinese Medicine, Jinan, China.
Junru WangCollege of Ophthalmology and Optometry, Shandong University of Traditional Chinese Medicine, Jinan, China.
Runxun LiuCollege of Ophthalmology and Optometry, Shandong University of Traditional Chinese Medicine, Jinan, China.
Jike SongCollege of Ophthalmology and Optometry, Shandong University of Traditional Chinese Medicine, Jinan, China.
Hongsheng BiCollege of Ophthalmology and Optometry, Shandong University of Traditional Chinese Medicine, Jinan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The visual cortex exhibits remarkable experience-dependent plasticity, which can be profoundly disrupted by abnormal visual input. Form-deprivation myopia (FDM) is a well-established model for studying ocular growth; however, the specific responses and functional roles of non-neuronal cells in the visual cortex during both deprivation and recovery remain poorly understood. This study aimed to comprehensively characterize the dynamic alterations in these cells across the course of deprivation and subsequent visual restoration. Methods: We employed single-cell RNA sequencing (scRNA-seq) to delineate the transcriptomic landscape of the primary visual cortex (V1) in a guinea pig model. Two-week-old animals were assigned to three groups: normal control (NC), form-deprivation (FDM; 5 weeks of monocular deprivation), and recovery (REC; 4 weeks of deprivation followed by 1 week of restored vision). Key findings were validated using immunofluorescence, quantitative PCR, Western blotting, and transmission electron microscopy. Bioinformatic analyses, including trajectory inference and cell-cell communication mapping, were performed to elucidate cellular dynamics and interactions. Results: Visual deprivation induced a pronounced pro-inflammatory transformation in microglia compared with the NC group, characterized by significant upregulation of immune-related pathways such as IL-17, TNF-α, and Toll-like receptor signaling. Concurrently, oligodendrocyte numbers were markedly reduced in the FDM group, accompanied by myelin deficits and downregulation of the key transcription factor Zbtb16. Trajectory analysis revealed a blockade in oligodendrocyte differentiation, while intercellular communication analysis indicated enhanced inflammatory signaling from microglia to oligodendrocyte precursors. Notably, the recovery phase largely reversed these alterations: microglial inflammation was substantially attenuated, the expression of myelin-related genes such as Plp1 was restored, oligodendrocyte numbers and myelin integrity were restored to near-control levels, and the differentiation blockade was resolved. Conclusions: This study demonstrates that non-neuronal cells in the visual cortex, which include microglia and oligodendrocytes, undergo extensive yet reversible reprogramming in response to changes in visual input. These findings highlight a dynamic microglia-oligodendrocyte axis as a critical cellular mechanism underlying cortical plasticity in myopia, suggesting potential molecular targets for visual rehabilitation strategies.

Indexed as

MyopiaNeurogliaPrimary Visual CortexSensory DeprivationVisual CortexAnimalsCell CommunicationGuinea PigsMicrogliaNeuronal PlasticityRecovery of FunctionSingle-Cell AnalysisSingle-Cell Gene Expression AnalysisTranscriptomeform deprivation and recoverymicrogliaoligodendrocytessingle-cell RNA sequencingtranscriptional reprogramming

Identifiers

PMID41789061
PMCPMC12956521

What Socratic holds

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LicenceCC BY
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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 Socratic graph.