STMs are associated with mutant EGFR status and could be integrated with other clinical factors to facilitate the classification of EGFR mutation status among NSCLC patients.Univariate logistic regression analysis showed that gender, smoking status, histological type, SCC, and proGRP levels were significantly correlated with EGFR mutations. Here, EGFR is linked to non-small cell lung carcinoma.