Inflammatory factors like IL-6, IL-1β, and IFN-a or microorganisms biomarkers C. freundii, K. oxytoca, and E. cloacae need further research for indicating infection and constructing UTI diagnostic model of patients with CU. Here, IL1B is linked to infection.