We evaluated the association between CD24/CD11b expression and the subject’s clinical measurements (background diseases, past cancer, family history of cancer, being overweight), healthy behaviors (smoking, physical activity), and demographic characteristics (age, gender). Here, ITGAM is linked to cancer.