To our knowledge, this prediction model, considering the importance of inflammation in cancer prognosis, has enrolled the largest sample study to date and included molecular hematological indicators that are more comprehensive, including ALB, CRP, PMR, NMR, PLR, NLR and LMR. The gene discussed is ALB; the disease is cancer.