Using a large cohort of UK residents (UK Biobank), we explored the clinical and economic value of LBTs (bilirubin, albumin, alanine aminotransferase, aspartate aminotransferase, alkaline phosphatase, gamma-glutamyl transferase) and urate in lung cancer risk prediction. The gene discussed is GPT; the disease is lung carcinoma.