Both decreased albumin and elevated ALP levels have been independently associated with cancer progression, and more recent research has demonstrated the potential role of the albumin-to-ALP ratio (AAPR) as a prognostic factor in NSCLC and small cell lung cancer, with decreasing AAPR associated with poorer survival40. The gene discussed is ALB; the disease is small cell lung carcinoma.