In particular, ARF1, ARF4, ARF6 and ARL4 are aberrantly expressed in different types of cancer cells and human cancers, (e.g., breast, gastric, prostate and lung cancer), and their expression is associated with higher grade tumors, suggesting that these ARF family proteins play a crucial role in cancer development. The gene discussed is ARF1; the disease is lung cancer.