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Molecular Mechanisms of Perivascular Macrophages in Alzheimer's Disease: Insights from Single-Cell Sequencing and
Min Zhang1,2, Shufang Liu1,2, Yanan Zhao3
1Department of Nuclear Medicine, The First Hospital of Shanxi Medical University, No. 85 Jiefang South Road, Taiyuan, 030001, Shanxi, China.
Abstract:
Alzheimer's disease (AD) is a leading cause of dementia characterized by neuroinflammation and immune dysregulation. Perivascular macrophages (PVMs) play a crucial role in the onset and progression of AD, yet the specific molecular mechanisms remain understudied. This study explored the molecular mechanisms of PVMs in AD using single-cell sequencing combined with Mendelian randomization (MR) analysis. We analyzed data from GSE264648 and eQTLGen and identified four key genes that were significantly associated with AD risk: IFNGR1, KLHL5, NUMB, and WDFY4. Functional annotation revealed that PVMs were involved in immune regulation and metabolic pathways, particularly IL-6_JAK_STAT3 and Notch signaling. Immune infiltration analysis showed increased M2 macrophages in AD patients, suggesting their roles in neuroinflammation. Pseudo-time analysis highlighted developmental shifts in PVMs during disease progression. Our findings offer novel insights into the role of PVMs in AD and provide a foundation for future research on modulating neuroinflammation and slowing AD progression through PVM-targeted interventions.
Insights
This study reveals key genes and pathways involving perivascular macrophages (PVMs) in Alzheimer's disease (AD) progression. Understanding these PVM mechanisms could lead to new treatments for neuroinflammation in AD.
Area of Science:
- Neuroscience
- Immunology
- Genetics
Background:
- Alzheimer's disease (AD) is a neurodegenerative disorder marked by neuroinflammation and immune system dysfunction.
- Perivascular macrophages (PVMs) are implicated in AD pathogenesis, but their specific molecular roles require further elucidation.
Purpose of the Study:
- To investigate the molecular mechanisms of PVMs in Alzheimer's disease (AD) using advanced sequencing and genetic analysis.
- To identify key genes and signaling pathways associated with PVM function in AD.
Main Methods:
- Employed single-cell sequencing on AD patient data (GSE264648) and Mendelian randomization (MR) analysis using eQTLGen data.
- Performed functional annotation, immune infiltration analysis, and pseudo-time analysis to understand PVM behavior.
Main Results:
- Identified four genes (IFNGR1, KLHL5, NUMB, WDFY4) significantly associated with AD risk.
- Found PVMs involved in immune regulation (IL-6_JAK_STAT3, Notch signaling) and metabolic pathways.
- Observed increased M2 macrophages and developmental shifts in PVMs during AD progression.
Conclusions:
- PVMs play a critical role in AD-associated neuroinflammation and immune dysregulation.
- The identified genes and pathways offer potential therapeutic targets for Alzheimer's disease.
- Further research into PVM-targeted interventions may help slow AD progression.
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