A multivariate logistic regression analysis for the prediction of early death was performed using the following variables: a smoking history, ECOG PS, the histological type, liver metastasis, tumor size, neutrophils, lymphocytes, sNLR, CRP, and albumin (Table 3). The gene discussed is CRP; the disease is neoplasm.