It is well documented that use of Cisplatin, Lead acetate and Cyclosporine in the chemotherapy and medical interventions is highly associated with nephrotoxicity and interrelated comorbidities. Here, we proposed the possible molecular mechanisms responsible for nephrotoxicity of these compounds. We utilized the microarray dataset GSE59913 consisting of approximately 600 different compounds profiled in up to 8 different tissues. After analysis with GEO2R, gene expression profiles of three aforementioned compounds were integrated with protein-protein interactions (PPI) networks and topological properties of the networks were measured using Cytoscape software. We found several key genes and signaling pathways that seem to be involved in nephrotoxicity of the examined compounds. Myc and Smad4 were identified as principal players of three compounds' nephrotoxicity through various pathways. Our results revealed the critical functions of Il2, Jak-Stat, Mapk-Pi3k, TGFβ and Ca 2+ signaling pathways as well as novel biomarkers that may mediate the nephrotoxicity of Cisplatin, Lead acetate and Cyclosporine. The significantly altered genes in the compound-treated samples were substantially correlated with regulation of cell proliferation, apoptosis, inflammatory responses and homeostatic processes. This study reveals the important hub genes, biological networks and key pathways as well as novel biomarkers involved in nephrotoxicity of Cisplatin, Lead acetate and Cyclosporine.