Consistent with previous quantitative shape analysis (25), our findings revealed that EGFR-mutated lung carcinoma exhibited significantly higher sphericity indices than wild-type tumors, providing an additional morphological biomarker for predicting EGFR mutation status. This evidence concerns the gene EGFR and lung carcinoma.