To better assess the prognosis of lung cancer patients, we also applied lasso regression to analyze lysosome-related genes and found that the model we constructed was superior to previous studies, and superior to tumor markers, such as CEA, CA199, and CA125. Here, MUC16 is linked to lung cancer.