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Updated: Jun 7, 2026

Single-cell Profiling of Developing and Mature Retinal Neurons
Published on: April 19, 2012
Characterizing dysregulations via cell-cell communications in Alzheimer's brains using single-cell transcriptomes
Che Yu Lee1, Dylan Riffle1, Yifeng Xiong1
1Department of Computer Science, University of California, Irvine, CA, USA.
Alzheimer's disease disrupts brain cell communication, altering signaling pathways and linking risk genes. This study reveals cell-type-specific communication changes in AD, offering a mechanistic view of the disease.
Area of Science:
- Neuroscience
- Genomics
- Cell Biology
Background:
- Alzheimer's disease (AD) affects 44 million globally, causing cognitive decline.
- Single-cell sequencing offers high-resolution gene expression analysis.
- Understanding cell-to-cell communication in the brain's microenvironment is crucial for AD research.
Purpose of the Study:
- Investigate cell-to-cell communication networks in the human prefrontal cortex.
- Compare communication patterns in healthy brains versus Alzheimer's disease (AD) brains.
- Identify specific signaling pathway dysregulations and their links to AD risk genes.
Main Methods:
- Utilized large-scale, single-nucleus RNA sequencing (snRNA-seq) data from the human prefrontal cortex.
- Processed snRNA-seq data with strict quality controls and cell type annotation.
- Constructed a cell-to-cell communication network using ligand and receptor gene expression.
Main Results:
- Normal brains show overlapping signaling networks between related cell types; AD brains exhibit mixed cell types and signaling.
- Excitatory neurons in AD increase communication with inhibitory neurons; other cells decrease communication.
- Canonical pathways (CSF, TGFβ, CX3C) are dysregulated in AD, particularly involving microglia/PVM and endothelial-to-neuronal signaling (WNT pathway).
- Extracellular AD risk genes (APP, APOE, PSEN1) connect to intracellular risk genes (TREM2, ABCA1, APP) in astrocyte/microglia-to-neuron communication.
Conclusions:
- Cellular signaling in AD is regulated in a cell-type-specific manner.
- Dysregulation of extracellular signaling genes is linked to intracellular AD risk genes.
- This study provides a mechanistic, intra- and inter-cellular perspective on Alzheimer's disease.
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