Taken together, the observed inverse associations between total bilirubin and ALBI and lung cancer risk in men are biologically plausible given the interrelated pathways involving bilirubin–testosterone, albumin–testosterone, testosterone–lung cancer, and bilirubin–lung cancer. This evidence concerns the gene ALB and lung cancer.