Disclosed are methods for detecting non-small cell lung cancer using differentially expressed genes. Furthermore, novel human genes whose expression is elevated in non-small cell lung cancer compared to no-cancerous tissues are provided. Also disclosed are methods of identifying compounds for treating and preventing non-small cell lung cancer.