Unfortunately, several indexes including NLRP3, RIPK3, MCP1, KIM-1 and NGAL, were not shown in our analysis, though they were demonstrated might be used as biomarkers of tubular injury in DN condition [31, 32]. Here, HAVCR1 is linked to liver dysplastic nodule.