Table 2. Causal networks composed of.
upstream molecules known to control the expression of genes showing differential expression in the mPFC and PAG. No statistically significant causal networks were identified for the NAc. Master regulators: predicted upstream molecules at the root of the causal network. Participating regulators: molecules through which a master regulator modulates gene expression in target genes. Data presented have p-value overlap of < 0.05, calculated using Fisher’s exact test.
Brain region | Master Regulator | Molecule Type | Participating regulators | Predicted Activation State | Activation Z- score | Target molecules in dataset |
---|---|---|---|---|---|---|
mPFC | melatonin | Endogenous chemical | BAX,CREB1, JUN, melatonin | Activated | 2.236 | BTG2,CDH1,CYR61,DUSP1, NPAS4 |
IFNG | cytokine | CREB1,IFNG, MAPK1,RAC1 | Inhibited | −2.121 | BATF2,BTG2,CDH1,CYR61 DUSP1,IFI16,NPAS4 | |
IL15 | cytokine | CREB1,IL15, MAPK1, STAT1 | Inhibited | −2.449 | BATF2,BTG2,CYR61,DUSP1, IFI16,NPAS4 | |
NTRK1 | kinase | CREB1,JUN, NTRK1 | Inhibited | −2.236 | BTG2,CDH1,CYR61,DUSP1, NPAS4 | |
K+ | endogenous chemical | CREB1,JUN,K+ | Inhibited | −2.236 | BTG2,CDH1,CYR61,DUSP1, NPAS4 | |
FGF2 | growth factor | CREB1,FGF2, RAC1, STAT1 | Inhibited | −2.646 | BTG2,CDH1,CYR61,DUSP1, NPAS4 | |
NTRK2 | kinase | CREB1,NTRK2, RAC1,SRC | Inhibited | −2.236 | BTG2,CDH1,CYR61,DUSP1, NPAS4 | |
| ||||||
PAG | inosine | endogenous chemical | inosine | Activated | 2.449 | ARPC1B,C1QA,C1QC, EIF4EBP1,Mt1,TSPO |
CREM | transcription regulator | CREM | Activated | 2.236 | CSRNP1,IRS2,JUNB, NFKBID,PER1 | |
PRKCH | kinase | MTOR,PRKCH, STAT3 | Activated | 2.121 | DCTN1,DDAH2,HBA1/HBA2,HES5, HSPB1,MBP,NOTCH1,SOCS3 |