Dysregulation of Prefrontal Oligodendrocyte Lineage Cells Across Mouse Models of Adversity and Human Major Depressive Disorder.
Sumeet SharmaWenjing MaKerry J ResslerThea AndersonDan C LiPeng JinShannon L GourleyZhaohui QinPublished in: bioRxiv : the preprint server for biology (2023)
Animal models of adversity have yielded few molecular mechanisms that translate to human stress-related diseases like major depressive disorder (MDD). We congruently analyze publicly available bulk-tissue transcriptomic data from prefrontal cortex (PFC) in multiple mouse models of adversity and in MDD. We apply strategies, to quantify cell-type specific enrichment from bulk-tissue transcriptomics, utilizing reference single cell RNA sequencing datasets. These analyses reveal conserved patterns of oligodendrocyte (OL) dysregulation across animal experiments, including susceptibility to social defeat, acute cocaine withdrawal, chronic unpredictable stress, early life stress, and adolescent social isolation. Using unbiased methodologies, we further identify a dysregulation of layer 6 neurons that associate with deficits in goal-directed behavior after social isolation. Human post-mortem brains with MDD show similar OL transcriptome changes in Brodmann Areas 8/9 in both male and female patients. This work assesses cell type involvement in an unbiased manner from differential expression analyses across animal models of adversity and human MDD and finds a common signature of OL dysfunction in the frontal cortex.
Keyphrases
- major depressive disorder
- single cell
- early life
- bipolar disorder
- endothelial cells
- rna seq
- mental health
- healthcare
- induced pluripotent stem cells
- mouse model
- end stage renal disease
- pluripotent stem cells
- prefrontal cortex
- high throughput
- stress induced
- newly diagnosed
- functional connectivity
- peritoneal dialysis
- chronic kidney disease
- working memory
- prognostic factors
- genome wide
- intensive care unit
- ejection fraction
- liver failure
- cell proliferation
- high frequency
- drug induced
- signaling pathway
- cell death
- artificial intelligence
- deep learning
- electronic health record
- transcription factor
- heat stress
- aortic dissection
- mechanical ventilation
- cell cycle arrest
- acute respiratory distress syndrome