With an increased AST/ALT ratio, the cumulative risk of incident diabetes gradually decreased, rendering the minimum AST/ALT ratio group with the maximum risk of incident diabetes in prediabetic patients. The gene discussed is GPT; the disease is diabetes mellitus.