In the multivariable beta regression model (Table 3, Supplementary Material 6), malnutrition remained a significant and independent predictor of a higher proportion of time spent in relative intraoperative hypotension (P < 0.001), even after adjusting for age, sex, albumin, CRP, and other relevant covariates. The gene discussed is ALB; the disease is malnutrition.