Finally, seven feature variables, including preoperative NRI, preoperative hypertension, preoperative leukocyte, preoperative lymphocyte, preoperative albumin (ALB), preoperative D-dimer, and preoperative C-reactive protein (CRP), were determined to construct the clinical feature variables for building the ML model. This evidence concerns the gene CRP and hypertensive disorder.