Similarly, findings from the Southern Community Cohort Study in the United States showed that lower pre-diagnostic levels of total bilirubin and albumin were associated with an increased risk of lung cancer, with this pattern being particularly evident among smokers. The gene discussed is ALB; the disease is lung carcinoma.