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

被引:25
作者
Carboni, Lucia [1 ]
Marchetti, Luca [2 ]
Lauria, Mario [2 ,3 ]
Gass, Peter [4 ]
Vollmayr, Barbara [4 ]
Redfern, Amanda [5 ]
Jones, Lesley [5 ]
Razzoli, Maria [6 ]
Malki, Karim [7 ]
Begni, Veronica [8 ]
Riva, Marco A. [8 ]
Domenici, Enrico [2 ,9 ]
Caberlotto, Laura [2 ,10 ]
Mathe, Aleksander A. [11 ]
机构
[1] Alma Mater Studiorum Univ Bologna, Dept Pharm & Biotechnol, Bologna, Italy
[2] Univ Trento, Microsoft Res, Ctr Computat & Syst Biol, Rovereto, Trento, Italy
[3] Univ Trento, Dept Math, Povo, Trento, Italy
[4] Heidelberg Univ, RG Anim Models Psychiat, Dept Psychiat & Psychotherapy, Cent Inst Mental Hlth,Med Fac Mannheim, Heidelberg, Germany
[5] Cardiff Univ, MRC Ctr Neuropsychiat Genet & Genom, Cardiff, S Glam, Wales
[6] Univ Minnesota, Dept Integrat Biol & Physiol, 2231 6th St SE, Minneapolis, MN USA
[7] Kings Coll London, Inst Psychiat Psychol & Neurosci IOPPN, London, England
[8] Univ Milan, Dipartimento Sci Farmacol & Biomol, Milan, Italy
[9] Univ Trento, Ctr Integrat Biol CIBIO, Lab Neurogen Biomarkers, Povo, Trento, Italy
[10] Aptuit Ctr Drug Discovery & Dev, Via Fleming 4, I-37135 Verona, Italy
[11] Karolinska Inst, Dept Clin Neurosci, Stockholm, Sweden
基金
英国医学研究理事会;
关键词
TREATMENT-RESISTANT DEPRESSION; NEUROTROPHIC FACTOR; TEMPORAL CORTEX; TROPHIC FACTORS; DISORDER; STRESS; EXPRESSION; SUSCEPTIBILITY; HIPPOCAMPUS; MECHANISMS;
D O I
10.1038/s41386-018-0117-6
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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 x 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.
引用
收藏
页码:2134 / 2145
页数:12
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