This study reveals that decreases (≥ 20%) in CEA and LDH levels, especially those early in treatment, are associated with favorable radiological response to platinum‐based chemotherapy in previously untreated advanced‐stage lung cancer. This evidence concerns the gene CEACAM5 and lung cancer.