PYCR1 and non-small cell lung carcinoma: After combining the two methods and ROC analysis, eight NSCLC-related biomarkers with accurate predictive properties were identified (the AUCs of all these eight genes were greater than 0.89), including ADAMTS8, ABCA8, TPX2, CEP55, ASPA, FHL1, RAMP3, and PYCR1 genes.