Regarding covariate effects, age was negatively associated with megalin, lysine, and EGF levels, while diabetes was positively associated with EGF/MCP-1 ratio (p = 0.017) but not with megalin or lysine. This evidence concerns the gene EGF and diabetes mellitus.