The importance of fatty liver was particularly striking among the top 30 diabetes-associated proteins (e.g. HGF, IGSF3, IL1RA, ALDH1A1, HNMT, ERBB2 and CDCP1). The gene discussed is IGSF3; the disease is diabetes mellitus.