Back to Search
Start Over
Cross-species evidence from human and rat brain transcriptome for growth factor signaling pathway dysregulation in major depression
- Publication Year :
- 2018
-
Abstract
- An enhanced understanding of the pathophysiology of depression would facilitate the discovery of new efficacious medications. To this end, we examined hippocampal transcriptional changes in rat models of disease and in humans to identify common disease signatures by using a new algorithm for signature-based clustering of expression profiles. The tool identified a transcriptomic signature comprising 70 probesets able to discriminate depression models from controls in both Flinders Sensitive Line and Learned Helplessness animals. To identify disease-relevant pathways, we constructed an expanded protein network based on signature gene products and performed functional annotation analysis. We applied the same workflow to transcriptomic profiles of depressed patients. Remarkably, a 171-probesets transcriptional signature which discriminated depressed from healthy subjects was identified. Rat and human signatures shared the SCARA5 gene, while the respective networks derived from protein-based significant interactions with signature genes contained 25 overlapping genes. The comparison between the most enriched pathways in the rat and human signature networks identified a highly significant overlap (p-value: 3.85 × 10(–6)) of 67 terms including ErbB, neurotrophin, FGF, IGF, and VEGF signaling, immune responses and insulin and leptin signaling. In conclusion, this study allowed the identification of a hippocampal transcriptional signature of resilient or susceptible responses in rat MDD models which overlapped with gene expression alterations observed in depressed patients. These findings are consistent with a loss of hippocampal neural plasticity mediated by altered levels of growth factors and increased inflammatory responses causing metabolic impairments as crucial factors in the pathophysiology of MDD.
- Subjects :
- Male
0301 basic medicine
Biology
Hippocampal formation
Fibroblast growth factor
Hippocampus
Article
Transcriptome
03 medical and health sciences
0302 clinical medicine
Helplessness, Learned
Species Specificity
ErbB
Gene expression
Animals
Humans
Gene
Brain Chemistry
Pharmacology
Depressive Disorder, Major
bioinformatic
Gene Expression Profiling
Computational Biology
Scavenger Receptors, Class A
growth factor
transcriptomic
animal models
Rats
Gene expression profiling
Psychiatry and Mental health
030104 developmental biology
Gene Expression Regulation
Intercellular Signaling Peptides and Proteins
Biomarker discovery
Signal transduction
major depression
Neuroscience
030217 neurology & neurosurgery
Signal Transduction
Subjects
Details
- Language :
- English
- ISSN :
- 0893133X
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....5a613b609b3404b6171ca748543b621a