AFP and neoplasm: To date, most prediction models use single, static data points; even studies highlighting postoperative AFP levels generally consider only a single time point, failing to track AFP changes over time.12 AFP alone may be insufficient to predict recurrence accurately; in turn, adding other tumor-related factors may improve risk assessment.