Taking into account the characteristics of our population (Tables 1, 3), we conducted stepwise logistic regression analysis using as covariates age, sepsis, shock, previous hepatopathy, secondary ARDS, SAPS II, SOFA at admission and the worst value [TIMP-2]·[IGFBP7] for AKI and AKIN ≥ 2 prediction. The gene discussed is IGFBP7; the disease is acute kidney injury.