PPBP and neurosyphilis: Using ROC curve analysis, we showed that CSF and serum CCL24 and CXCL7 levels have moderate diagnostic performance for neurosyphilis, although they are not quite suitable as biomarkers for discriminating neurosyphilis from non‐neurosyphilis, given their sensitivity and specificity values.