In addition, the EPIC study, a cohort study of European adults conducted over a similar period and with similar age distribution as CKB, showed that occupational physical activity was associated with lower risks of metabolic diseases, including colorectal cancer and liver cancer.12 45. The gene discussed is CKB; the disease is colorectal cancer.