Identifying Convergent Therapeutic Targets and Pathways for Post-Traumatic Stress Disorder, Schizophrenia And Bipolar Disorder via In Silico Approaches

ObjectiveThe objective of this study is to provide a concise overview of the various molecular problems and possible treatment targets that have been linked and associated with the onset of certain psychiatric diseases. MethodsObtaining the data from NCBI, we applied GREIN to analyze our datasets. The protein-protein interaction, gene regulatory network, protein-drug-chemical, gene ontology, and pathway network were constructed using STRING, Funrich and DAVID libraries. In order to display our suggested network, we utilized Cytoscape and R studio, verifying our hub gene using roc analysis. ResultsWe discovered a number of strong candidate hub proteins in significant pathways, namely out of 32 (HLA-DRA, HLA-A, HLA-B, HLA-DOB and BRD2) common genes. We also identified a number of TFs (FOXC1, NFYA, RELA, GATA2, FOXL1, SRF and NFIC); miRNA (hsa-mir-129-2-3p, hsa-mir-148b-3p, hsa-mir-196a-5p, hsa-mir-26a-5p, hsa-mir-27a-3p, hsa-mir-23b-3p, hsa-mir-500a-3p, hsa-mir-423-5p, hsa-miR-142-5p, and hsa-miR-671-5p) and chemicals (Estradiol, Antirheumatic Agents, Valproic Acid, Selenium, Vitamin E, ICG 001, Ifosfamide, Tetrachlorodibenzodioxin, arsenic trioxide, entinostat, sodium arsenite and Hydralazine) may control DEGs in transcription as well as post-transcriptional expression levels. ConclusionIn summary, our computational methods have identified distinct potential biomarkers that demonstrate the impact of PTSD, Schizophrenia, and BD on autoimmune inflammation and infectious diseases. Additionally, we have identified pathways and gene regulators through which these psychiatric disorders may affect biological processes. Graphical AbstractThe graphical abstract demonstrates the thorough strategy of combining systems biology and computational technologies to identify significant markers and pathways in blood tissues impacted by post-traumatic stress disorder, Schizophrenia, and Bipolar disorder. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=152 SRC="FIGDIR/small/708243v1_ufig1.gif" ALT="Figure 1"> View larger version (48K): org.highwire.dtl.DTLVardef@1cd13bforg.highwire.dtl.DTLVardef@cb6392org.highwire.dtl.DTLVardef@f634cforg.highwire.dtl.DTLVardef@532bd_HPS_FORMAT_FIGEXP M_FIG C_FIG