Across both sexes, the strongest associations between individual blood tests and cancer were for raised platelets and low albumin, with these abnormalities being 3 to 4-fold more likely in abdominal pain patients with cancer than controls (OR 3.28–3.59). The gene discussed is ALB; the disease is cancer.