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.

Cross-species evidence from human and rat brain transcriptome for growth factor signaling pathway dysregulation in major depression / Carboni, Lucia; Marchetti, Luca; Lauria, Mario; Gass, Peter; Vollmayr, Barbara; Redfern, Amanda; Jones, Lesley; Razzoli, Maria; Malki, Karim; Begni, Veronica; Riva, Marco A.; Domenici, Enrico; Caberlotto, Laura; Mathé, Aleksander A.. - In: NEUROPSYCHOPHARMACOLOGY. - ISSN 0893-133X. - ELETTRONICO. - 2018/43:(2018), pp. 2134-2145. [10.1038/s41386-018-0117-6]

Cross-species evidence from human and rat brain transcriptome for growth factor signaling pathway dysregulation in major depression

Marchetti, Luca;Lauria, Mario;Domenici, Enrico;
2018-01-01

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.
2018
Carboni, Lucia; Marchetti, Luca; Lauria, Mario; Gass, Peter; Vollmayr, Barbara; Redfern, Amanda; Jones, Lesley; Razzoli, Maria; Malki, Karim; Begni, Veronica; Riva, Marco A.; Domenici, Enrico; Caberlotto, Laura; Mathé, Aleksander A.
Cross-species evidence from human and rat brain transcriptome for growth factor signaling pathway dysregulation in major depression / Carboni, Lucia; Marchetti, Luca; Lauria, Mario; Gass, Peter; Vollmayr, Barbara; Redfern, Amanda; Jones, Lesley; Razzoli, Maria; Malki, Karim; Begni, Veronica; Riva, Marco A.; Domenici, Enrico; Caberlotto, Laura; Mathé, Aleksander A.. - In: NEUROPSYCHOPHARMACOLOGY. - ISSN 0893-133X. - ELETTRONICO. - 2018/43:(2018), pp. 2134-2145. [10.1038/s41386-018-0117-6]
File in questo prodotto:
File Dimensione Formato  
s41386-018-0117-6[1].pdf

Solo gestori archivio

Descrizione: Articolo principale
Tipologia: Versione editoriale (Publisher’s layout)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 1.15 MB
Formato Adobe PDF
1.15 MB Adobe PDF   Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/209996
Citazioni
  • ???jsp.display-item.citation.pmc??? 15
  • Scopus 23
  • ???jsp.display-item.citation.isi??? 22
social impact