We identified three important genes, LCN2, STAT1 and UBE2L6. LCN2, also known as neutrophil gelatinase-associated lipocalin, is a mammalian protein expressed by various cell types and is involved in inflammation, ischemia, infection and kidney damage [22,23]. Here, STAT1 is linked to Nephropathy.