CKAP4 and hepatocellular carcinoma: The integration of AJCC staging with CKAP4/PLOD2 spatial expression patterns achieved superior prognostic accuracy compared to serum biomarkers, with the combined model demonstrating greater predictive power than individual factors in assessing HCC prognosis.