In the case of lung cancer, the effect of current and past smoking needs to be removed to maximize the efficiency of the study 56 as some studies have shown that smoking decreases the levels of IGF‐1 128, while others have found no relationship 129. The gene discussed is IGF1; the disease is lung cancer.