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Single Nucleus Transcriptome Data from Alzheimer's Disease Mouse Models Yield New Insight into Pathophysiology
Andrew E Weller1, Thomas N Ferraro1,2, Glenn A Doyle1
1Department of Psychiatry, Center for Neurobiology and Behavior, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Alzheimer
Area of Science:
- Neuroscience
- Genomics
- Molecular Biology
Background:
- Utilizes 5XFAD and Trem2 knockout (T2KO) mouse models, which are crucial for studying Alzheimer's disease (AD) pathology.
- Focuses on the hippocampus, a brain region vital for memory and heavily impacted by AD.
Purpose of the Study:
- To investigate alterations in hippocampal gene expression and polyadenylation site usage in 5XFAD and T2KO mouse models of AD.
- To identify specific molecular changes associated with genetic mutations relevant to Alzheimer's disease.
Main Methods:
- Employs single-nucleus RNA sequencing (snRNA-seq) on hippocampal cells from 5XFAD and T2KO mice.
- Utilizes Seurat for differential gene expression (DEG) analysis and Sierra for differential transcript usage (DTU) analysis.
- Performs Ingenuity Pathway Analysis (IPA) to explore biological pathways affected by the identified genetic changes.
Main Results:
- Identified numerous differentially expressed genes (DEGs) in both neuronal and glial cells in 5XFAD and T2KO models compared to wild type.
- Detected shared differential transcript usage (DTU) patterns in neuronal and glial subtypes between the two AD mouse models.
- IPA revealed significant enrichment of 'FXR/RXR Activation', 'LXR/RXR Activation', and 'Acute Phase Response Signaling' pathways across multiple cell types.
Conclusions:
- Findings underscore the role of energy imbalance and inflammation in hippocampal cell types during AD pathogenesis.
- Highlights the utility of 5XFAD and T2KO mouse models for dissecting AD-related molecular mechanisms.
- Suggests that DEG and DTU analyses in specific cell types can reveal key pathways in AD development.
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