The receiver operating characteristic (ROC) curve analysis revealed differing predictive capabilities for the biomarkers CXCL13, WBC, and Hs-CRP in assessing the rehabilitation outcomes of stroke patients with neurosyphilis. The gene discussed is CXCL13; the disease is Stroke.