The final selected features included age, smoking history, positive urine bacterial culture, perineural invasion, vascular invasion, muscle layer invasion (M stage), UPK3A expression, tumor number, tumor boundary characteristics, and necrosis (Figure 2C). The gene discussed is UPK3A; the disease is neoplasm.