An Integrative Analysis of Identified Schizophrenia-Associated Brain Cell Types and Gene Expression Changes
Wenxiang Cai1, Weichen Song1, Zhe Liu1
1Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China.
International Journal of Molecular Sciences
|October 14, 2022
Summary
Schizophrenia (SCZ) involves altered brain cell proportions, with increased astrocytes and pericytes, and decreased specific neuron types. This study reveals cell-type-specific gene expression changes and coordinated transcriptomic alterations in SCZ.
Area of Science:
- Neuroscience
- Genetics
- Psychiatry
Background:
- Schizophrenia (SCZ) is a severe mental disorder characterized by hallucinations, delusions, and disordered thinking.
- The specific contribution of individual brain cell types to SCZ pathogenesis remains poorly understood.
Purpose of the Study:
- To investigate SCZ-associated alterations in brain cell type proportions and gene expression.
- To identify specific cell types and molecular pathways involved in SCZ.
Main Methods:
- Utilized human dorsolateral prefrontal cortex bulk RNA-seq data.
- Employed the CIBERSORTx algorithm for RNA-seq deconvolution to generate single-cell data.
- Analyzed cell type proportions and gene expression patterns in SCZ versus control samples.
Main Results:
- Observed significant differences in brain cell type proportions in SCZ, with increased astrocytes, pericytes, and PAX6 cells, and decreased L5/6_IT_CAR3 and LAMP5 cells.
- Identified dysregulation of chemical synaptic transmission in PVALB and LAMP5 GABAergic neurons.
- Found involvement of immune reactions in SST GABAergic neurons and non-neuronal cells (endothelial, oligodendrocyte).
- Detected cell-type-specific abnormalities in gene expression for molecules relevant to SCZ.
- Identified two major coordinated transcriptomic changes across SCZ-related cell types.
Conclusions:
- SCZ is associated with distinct changes in brain cell type composition.
- Specific neuronal and non-neuronal cell types exhibit SCZ-related transcriptomic alterations.
- These findings provide novel insights into the cellular heterogeneity and molecular mechanisms underlying schizophrenia.
Keywords:
CIBERSORTxcell types proportionsdifferential expression genesfunctional pathwaysschizophreniaMore Related Videos
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