Evidence map›Paper›PMID 41862963›Full record

ArticleJournal of translational medicine2026

Dysfunctional astrocytes regulate excitatory neurons via cell adhesion and vascular lesions in patients with Alzheimer's disease.

Yuan-Yuan Zhang, Na-Na Huang, Xiao-Hong Li, Jing Zuo, Yu-Chen Fan

Abstract read
In one paragraph

Article in Journal of translational medicine, 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
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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

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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

5 authors.

Yuan-Yuan ZhangDepartment of Neurology, Central Hospital Affiliated to Shandong First Medical University, Jinan, 250013, China.
Na-Na HuangDepartment of Neurology, Central Hospital Affiliated to Shandong First Medical University, Jinan, 250013, China.
Xiao-Hong LiDepartment of Neurology, Central Hospital Affiliated to Shandong First Medical University, Jinan, 250013, China.
Jing ZuoDepartment of Hepatology, Institute of Hepatology, Qilu Hospital of Shandong University, Shandong University, Wenhuaxi Road 107#, Jinan, China. zuojing915@163.com.
Yu-Chen FanDepartment of Hepatology, Institute of Hepatology, Qilu Hospital of Shandong University, Shandong University, Wenhuaxi Road 107#, Jinan, China. pyfanyuchen@126.com.ORCID 0000-0002-9126-679X

Funding

ECCM Program of Clinical Research Centre of Shandong University 2021SDUCRCB006Key Technology Research and Development Program of Shandong Province 2024CXGC010604
6 · The paper itself

Abstract

backgroundAlzheimer’s disease (AD) is a progressive neurodegenerative disorder. Its complex pathogenesis remains unclear, and no specific drugs are available for treatment. Current treatments focus mainly on delaying progression and managing symptoms, a situation that highlights the urgent need for deeper exploration of the pathogenic mechanisms.

methodsWe retrieved seven datasets (GSE174367, GSE122063, GSE48350, GSE5281, GSE28146, GSE222494, and GSE221365) from the GEO database and performed multi-omics analyses at the transcriptome, single-cell transcriptome, and spatial transcriptome levels.

resultsWe identified significant cellular heterogeneity in the frontal cortex when comparing data from the AD group with data from the control group. The combined results of enrichment analyses at the single-cell and transcriptome levels confirmed that AD pathogenesis involves the dysregulation of multiple pathways. Further studies revealed that dysfunctional regulation of neurogenesis, neuropathic immunity, and neural signal transduction could be attributed primarily to astrocytes (ASCs). Cell communication analysis indicated that ASCs may regulate excitatory neurons (ExNs) through via cell adhesion molecule 1 (CADM1) interactions. Additionally, we identified three signature subpopulations of ASCs and a signature gene module, ADr1, as potential biomarkers. Finally, spatial transcriptome analysis revealed the spatial distributions of different cells and potential vascular lesions from AD patients, consistent with the transcriptome results.

conclusionOur integrative analysis reveals a strong association between ASC dysfunction and impaired ExNs states, potentially mediated by elevated CADM1-dependent adhesion. This interaction may represent a compensatory mechanism or a contributor to neuronal vulnerability in AD. The findings further support the presence of vascular lesions in AD.

Indexed as

Alzheimer DiseaseAstrocytesBlood VesselsNeuronsCell AdhesionCell Adhesion Molecule-1Gene Expression ProfilingHumansTranscriptomeCell Adhesion Molecule-1Activated astrocytes (ASCs)Alzheimer’s disease (AD)Cell adhesion molecule 1 (CADM1)Excitatory neurons (ExNs)Multi-omics

Identifiers

PMID41862963
PMCPMC13126804

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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.