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September 10, 2025Frontiers in Genetics0 citationsOpen Access

Comprehensive analysis and validation of angiogenesis in vascular dementia from the perspective of diagnosis, prevention, and treatment

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LXLijun XuYWYujiao WangDXDaojun Xie

Key Points

  • Key findings reveal five genes associated with angiogenesis in vascular dementia, indicating potential diagnostic relevance.
  • Among the genes, CCL2, VEGFA, SPP1, ANGPT2, and ANGPTL4 were downregulated in a vascular dementia model.
  • The methodology involved weighted gene coexpression network analysis, LASSO regression, and RNA sequencing techniques.
  • These genes may serve as novel targets for future diagnostics and treatments in vascular dementia, expanding therapeutic strategies.

Abstract

Background Angiogenesis is a critical pathological process in vascular dementia (VD), yet current therapeutic strategies targeting this mechanism remain limited. Identifying novel molecular pathways involved in angiogenesis holds significant promise for advancing both diagnostic and therapeutic approaches for VD. Methods We first applied weighted gene coexpression network analysis (WGCNA) and differentially expressed gene (DEG) analysis, combined with phenotypic gene database mining, to identify angiogenesis-associated genes in VD. We then used the Least Absolute Shrinkage and Selection Operator (LASSO) regression to select key diagnostic genes. The diagnostic efficacy of these genes was evaluated using receiver operating characteristic (ROC) curve analysis, while their association with immune cell infiltration was assessed via xCell immunoinfiltration. Using single-nucleus RNA sequencing (snRNA-seq), we determined the cellular distribution of key genes and applied Gene Set Enrichment Analysis (GSEA) to analyze functional pathways in the differentially expressed cell clusters. Finally, we validated gene expression changes in the hippocampus of bilateral common carotid artery occlusion (BCCAO)-induced VD rats using quantitative polymerase chain reaction (qPCR) and Western blot (WB). Results Ultimately, we screened five key genes, namely, CCL2 , VEGFA , SPP1 , ANGPT2 , and ANGPTL4 , which were all downregulated in the BCCAO model. The results of snRNA-seq showed that key genes were mainly clustered in microglia, endothelial cells, and astrocytes. Microglia, endothelial cells, and astrocytes play a key role in regulating angiogenesis. Conclusion These five key genes might be used as angiogenesis diagnostic genes for VD and might be novel potential targets for diagnosis, treatment, and prevention.

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Cite This Study

Xu et al. (2025) studied this question.

synapsesocial.com/papers/68c199da9b7b07f3a061b11fhttps://doi.org/10.3389/fgene.2025.1646991
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