Therefore, according to the altered metabotype of lung cancer patients, the main goal of the actual study was to understand any correlation between caspase-4 and the metabolomic profile of NSCLC patients by using both lung tumor tissues and plasma. The gene discussed is CASP4; the disease is non-small cell lung carcinoma.