Cohort-Based Study of Diagnostic Biomarkers for Neurosyphilis

Inclusion Criteria: * Neurosyphilis Patients 1. Meet the diagnostic criteria for neurosyphilis in this study based on the 2015 Sexually Transmitted Diseases Treatment Guidelines published by the Centers for Disease Control and Prevention (CDC) and the 2020 European Guideline on the Management of Syphilis: ① Positive serological tests for Treponema pallidum (e.g., Treponemal tests) and rapid plasma reagin (RPR) tests; ② Positive cerebrospinal fluid tests for Treponema pallidum particle agglutination assay (TPPA), the toluidine red unheated serum test (TRUST), and the Venereal Disease Research Laboratory test (VDRL). 2. Aged 18-65 years, regardless of gender (female patients are rare in clinical practice). 3. At least a junior high school education level, with sufficient auditory and visual function to complete the necessary examinations and assessments for this study. 4. No contraindications for electroencephalogram (EEG) and transcranial magnetic stimulation (TMS). * Non-neurosyphilis Syphilis Patients 1. Positive serological tests for Treponema pallidum (e.g., Treponemal tests) and rapid plasma reagin (RPR) tests. 2. Does not meet the diagnostic criteria for neurosyphilis in this study, based on the 2015 Sexually Transmitted Diseases Treatment Guidelines published by the Centers for Disease Control and Prevention (CDC) and the 2020 European Guideline on the Management of Syphilis: ① Positive serological tests for Treponema pallidum and rapid plasma reagin tests; ② Positive cerebrospinal fluid tests for Treponema pallidum particle agglutination assay (TPPA), the toluidine red unheated serum test (TRUST), and the Venereal Disease Research Laboratory test (VDRL). 3. Aged 18-65 years, regardless of gender (female patients are rare in clinical practice). 4. At least a junior high school education level, with sufficient auditory and visual function to complete the necessary examinations and assessments for this study. 5. No contraindications for electroencephalogram (EEG). * Healthy Controls 1. Physically healthy (no mental illnesses or diseases affecting bodily organs). 2. Aged 18-65 years, regardless of gender. 3. At least a junior high school education level, with sufficient auditory and visual function to complete the necessary examinations and assessments for this study. 4. No contraindications for electroencephalogram (EEG). Exclusion Criteria: * Neurosyphilis Patients \& Non-neurosyphilis Syphilis Patients 1. Age \< 18 years or \> 65 years; 2. Pregnant or breastfeeding women (female patients are rare in clinical practice); 3. HIV-positive; 4. Presence of severe primary diseases (such as liver, kidney, endocrine, or hematological diseases) accompanied by autoimmune diseases or connective tissue diseases; 5. Presence of other central nervous system diseases besides neurosyphilis; 6. Contraindications for transcranial magnetic stimulation (TMS) treatment, such as history of head trauma, epilepsy, or presence of metal implants; 7. Contraindications for electroencephalography (EEG), such as severe scalp injuries, extensive or open cranial trauma, inability to place electrodes, or potential for infection from the examination. 8. Education level below junior high school. * Healthy Controls 1. Age \< 18 years or \> 65 years; 2. Pregnant or breastfeeding women; 3. HIV-positive; 4. Other central nervous system diseases, severe physical illnesses, or major organ diseases; 5. Presence of severe primary diseases (such as liver, kidney, endocrine, or hematological diseases) accompanied by autoimmune diseases or connective tissue diseases; 6. Contraindications for electroencephalography (EEG), such as severe scalp injuries, extensive or open cranial trauma, inability to place electrodes, or potential for infection from the examination; 7. Education level below junior high school.