Abstract:[Objective] To explore the predictive value of neutrophils/lymphocytes ratio (NLR) and C-reactive protein (CRP)/albumin(ALB) ratio (CRP/ALB) for postoperative infection of spinal surgery. [Methods] A total of 145 patients who underwent surgery for spinal dis-eases in our hospital from October 2018 to May 2022 were included into this study, with data collected. According to whether infection oc-curred within 7 days after operation, 127 cases were fall into the uninfected group, while other 18 cases were in the infected group. Univari-ate comparison and binary multi-factor logistic regression analysis were used to analyze the related factors of infection. In addition, receiveroperating characteristic curve (ROC) was used to evaluate the predictive value of NLR and CRP/ALB ratio for postoperative infection. [Results] There was no significant difference in sex, body mass index (BMI) and surgical site between the two groups (P>0.05), but infectedgroup proved significantly greater than the uninfected group in terms of age [(67.2±5.8) years vs (58.3±4.6) years, P<0.001], the operationtime [(189.4±22.7) min vs (167.3±23.1) min, P<0.001], blood transfusion ratio [Yes/No, (12/6) vs (52/75), P=0.040], internal fixation ratio[Yes/No, (10/8) vs (29/98), P=0.003], postoperative NLR [(7.5±2.0) vs (4.7±1.3), P<0.001] and CRP/ALB [(3.5±0.6) vs (2.4±0.4), P<0.001].As results of logistic regression analysis, the older age (OR=3.651, P=0.001), internal fixation (OR=2.362, P=0.003), CRP/ALB ratio (OR=2.324, P=0.002), elevated postoperative NLR (OR=1.681, P=0.011), longer operation time (OR=1.584, P=0.043), intraoperative blood trans-fusion (OR=1.333, P=0.003) were independent risk factors for postoperative infection. Regarding to ROC analysis, the areas under the ROCcurve for predicting postoperative infection by NLR and CRP/ALB ratio alone, as well as combination of the two were of 0.857 (95% CI0.785~0.934), 0.956 (95%CI 0.898~1.000) and 0.982 (95%CI 0.912~1.000), respectively. [Conclusion] The NLR and CRP/ALB ratios are