Lower CD4 cell count, higher serum TRUST titer, HIV transmitted by heterosexual contact, not received ART, and untreated with syphilis, were associated with neurosyphilis among HIV/AIDS patients with syphilis. The gene discussed is CD4; the disease is neurosyphilis.