GLP-1 use was associated with a lower incidence of urinary retention (8.6% vs. 4.9%, risk difference 3.66%, p = 0.0044) and urinary tract infection (13.3% vs. 8.8%, risk difference 4.54%, p = 0.00224), with corresponding improved one-year retention-free and UTI-free survival on Kaplan–Meier (KM) analysis. The gene discussed is GLP1R; the disease is urinary tract infection.