It was reported that PDIA3 was highly induced in neurodegenerative disease like prion disease, renal fibrosis, obese insulin-resistant nondiabetic individuals and livers of rats fed high-fat diet [18–20,29,30]. The gene discussed is INS; the disease is renal fibrosis.