Older age; male gender; World Health Organization histologic type I to II; advanced T stage; advanced N stage; cigarette consumption; family history of cancer; increased EBV DNA, LDH and CRP levels; and decreased HGB and ALB levels were significantly associated with worse OS in the validation cohort. The gene discussed is ALB; the disease is cancer.