Analyses of potential molecular mechanisms involved in the onset of early kidney failure in Il18−/− mice identified a number of associated genes, such as Itgam, Nov, and Ppard. Intravenous administration of recombinant interleukin-18 over both the short and long term showed no effects on the kidney despite significant improvement in metabolic diseases. This evidence concerns the gene CCN3 and Other metabolic disease.