In this study, we constructed a nomogram prediction model for VTE risk including KPS, stage of cancer, varicosity, COPD, CVC, albumin, PT, leukocyte counts, EGFR-TKI, dexamethasone, and bevacizumab. The gene discussed is ALB; the disease is cancer.