In the majority of cases, ADSC in small biopsy specimens is misdiagnosed as SqCC or poorly differentiated SqCC referring to non-small cell carcinoma (NSCC) favor SqCC due to biased sampling of the lesion, which may cause the neglect of EGFR mutation testing in these cases. The gene discussed is EGFR; the disease is non-small cell lung carcinoma.