ALB and anemia: Based on univariate analysis in the training set, we appraised eight parameters, including age, pack years, N-stage, number of positive of lymph node (PLNs), lymph node ratio (LNR), TNM stage, anemia and albumin, were associated with OS probability (Table 2).