This algorithm, derived from univariable and multivariable logistic regression analyses, incorporates preoperative and operative factors, including age, sex, chronic lung disease, dialysis, preoperative serum Hb, serum albumin, CPB time, NYHA classification, and left ventricular ejection fraction (Figure S2). The gene discussed is ALB; the disease is chronic lung disease.