Unraveling Psychiatric Disorders through Neural Single-Cell Transcriptomics Approaches.
Samar N ChehimiRichard C CristBenjamin C ReinerPublished in: Genes (2023)
The development of single-cell and single-nucleus transcriptome technologies is enabling the unraveling of the molecular and cellular heterogeneity of psychiatric disorders. The complexity of the brain and the relationships between different brain regions can be better understood through the classification of individual cell populations based on their molecular markers and transcriptomic features. Analysis of these unique cell types can explain their involvement in the pathology of psychiatric disorders. Recent studies in both human and animal models have emphasized the importance of transcriptome analysis of neuronal cells in psychiatric disorders but also revealed critical roles for non-neuronal cells, such as oligodendrocytes and microglia. In this review, we update current findings on the brain transcriptome and explore molecular studies addressing transcriptomic alterations identified in human and animal models in depression and stress, neurodegenerative disorders (Parkinson's and Alzheimer's disease), schizophrenia, opioid use disorder, and alcohol and psychostimulant abuse. We also comment on potential future directions in single-cell and single-nucleus studies.
Keyphrases
- single cell
- rna seq
- induced apoptosis
- endothelial cells
- high throughput
- cerebral ischemia
- resting state
- cell cycle arrest
- white matter
- case control
- induced pluripotent stem cells
- functional connectivity
- machine learning
- inflammatory response
- depressive symptoms
- single molecule
- pluripotent stem cells
- deep learning
- spinal cord
- brain injury
- mesenchymal stem cells
- endoplasmic reticulum stress
- oxidative stress
- blood brain barrier
- stem cells
- neuropathic pain
- current status
- climate change
- bone marrow
- signaling pathway
- pi k akt
- subarachnoid hemorrhage
- dna methylation
- gene expression