By exploring the clinical indicators for evaluating the prognosis of SAE patients, through Lasso and Cox regression analysis, eight potential predictors, including SAPS II, renal replacement therapy, albumin, INR, lactate, body temperature, SpO2, respiratory failure were identified and used to establish a comprehensive visual nomogram for predicting hospital mortality of SAE patient. The gene discussed is ALB; the disease is respiratory failure.