Described herein are methods and compositions for the diagnosis, prognosis, selection of treatment and treatment of cancer, and particularly, of lung cancer such as non-small cell lung cancer. Embodiments of the present invention involve the detection of LKB1 levels and sensitivity to endoplasmic reticulum (ER) stress. Treatment can be made through the administration of ER stress activators.