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Transcriptomic and experimental validation identifies SOX6 and LDLRAD3 as key factors in vascular dementia
Jinrong Hu1,2, Xia Yang1, Wen Lei2,3
1Department of Neurology, The First Affiliated Hospital of Jinan University, Guangzhou, China.
Summary
This study identifies key genes SOX6 and LDLRAD3 in vascular dementia (VaD) neuronal and endothelial cells. Findings reveal critical pathways and potential therapeutic targets for cognitive decline.
Area of Science:
- Neuroscience
- Genomics
- Cell Biology
Background:
- Vascular dementia (VaD) is a major cause of cognitive decline with poorly understood molecular underpinnings.
- Understanding cellular and molecular changes in VaD is crucial for developing effective treatments.
Purpose of the Study:
- To investigate molecular alterations in neuronal and endothelial cells in vascular dementia (VaD).
- To identify key genes and pathways involved in VaD pathogenesis using integrated multi-omics data.
Main Methods:
- Integrated single-nucleus RNA sequencing (snRNA-seq) and microarray data from postmortem VaD brain tissues.
- Applied high-dimensional weighted gene co-expression network analysis (hdWGCNA) and machine learning.
- Validated findings in a mouse model of ischemic stroke (transient middle cerebral artery occlusion - tMCAO).
Main Results:
- SOX6 identified as a key gene in neurons; LDLRAD3 identified in endothelial cells associated with VaD.
- Neuronal pathways implicated include glutamatergic synapses and MAPK signaling.
- Endothelial cell pathways involve MAPK signaling, lipid metabolism, and atherosclerosis.
- SOX6 and LDLRAD3 expression was upregulated in a mouse model of VaD.
Conclusions:
- SOX6 and LDLRAD3 are critical molecular players in vascular dementia (VaD).
- Neuronal and endothelial cell interactions, particularly MAPK signaling and lipid metabolism, are vital in VaD progression.
- These genes and pathways represent potential therapeutic targets for VaD treatment.
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