In the subsequent beta regression analysis, malnutrition remained a significant and independent predictor of increased relative IOH proportion after adjusting for age, sex, albumin, CRP, surgical approach, baseline MAP, and intraoperative factors. The gene discussed is ALB; the disease is nutritional deficiency disease.