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Integrative transcriptomic analysis identifies meningeal-hippocampal immune communication in Alzheimer's disease.

Yan C, Chen Z, Yan Y, Wang M, Chen W, Zhou F, Liu Q.

Journal of translational medicine · 2026

Abstract

<h4>Background</h4>Alzheimer's disease (AD) exhibits spatial heterogeneity, yet the mechanisms by which immune-active meninges communicate with vulnerable brain regions during disease progression remain unclear. This study aimed to investigate meninges-hippocampus crosstalk and map the communication patterns during AD pathology development.<h4>Methods</h4>We employed 5xFAD transgenic and PS19 tau-pathology mouse models and integrated bulk RNA sequencing, proteomics, and spatial transcriptomics across time-course analyses to distinguish AD pathology from normal aging processes. Transcription factor activity inference was coupled with ligand-receptor dynamics analysis to examine regulatory modules in homeostatic and disease-associated microglia.<h4>Results</h4>We identified structure-specific disease genes, including a robust 19-gene hippocampal signature that was reproducible across an independent 5xFAD dataset and PS19 tau-pathology dataset. Spatial analysis defined a disease progression axis that transferred to the independent spatial dataset, where meningeal spots were enriched in advanced disease progression layers and disease modules showed consistent gradients. Ligand-receptor and microglial-state LRaxis analyses further supported candidate communication axes associated with pathology gradients and state-specific regulatory modules in both homeostatic and disease-associated microglia.<h4>Conclusions</h4>Our spatial framework supports the meninges as a candidate modulatory interface associated with hippocampal pathology in AD mouse models. These mouse-derived, computationally inferred ligand-receptor and regulatory modules should be considered hypothesis-generating candidates that require validation in human AD tissues and functional perturbation studies before translational relevance can be inferred.

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Provenance

Source
Europe PMC
DOI
10.1186/s12967-026-08414-5
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2026-07-02 MST

Cite this

APA
C, Y., Z, C., Y, Y., M, W., W, C., F, Z., &amp; Q., L. (2026). Integrative transcriptomic analysis identifies meningeal-hippocampal immune communication in Alzheimer's disease. <em>Journal of translational medicine</em>. https://doi.org/10.1186/s12967-026-08414-5
Vancouver
C Y, Z C, Y Y, M W, W C, F Z, et al. Integrative transcriptomic analysis identifies meningeal-hippocampal immune communication in Alzheimer's disease. Journal of translational medicine. 2026. doi:10.1186/s12967-026-08414-5.
BibTeX
@article{yan2026Integr, title = {Integrative transcriptomic analysis identifies meningeal-hippocampal immune communication in Alzheimer's disease.}, author = {Yan C and Chen Z and Yan Y and Wang M and Chen W and Zhou F and Liu Q.}, journal = {Journal of translational medicine}, year = {2026}, doi = {10.1186/s12967-026-08414-5}, }

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