In conclusion, based on the validation of TCGA data, the high expression levels of EGFR, ESR1, MYC, PIK3CA, SAMD3, and RELA were all significantly in association with the poor survival of NSCLC patients. The gene discussed is ESR1; the disease is non-small cell lung carcinoma.