The constructed predictive model demonstrated excellent discriminative ability with an AUC of 0.983, indicating good clinical applicability.<h4>Conclusion</h4>Preoperative elevation of WBC count, CRP, and ESR are independent risk factors for poor wound healing after spinal tuberculosis surgery. This evidence concerns the gene CRP and tuberculosis, spinal.