High-grade T1 (HGT1) bladder cancer (BC) is the highest risk subtype of non-muscle-invasive BC with unpredictable outcome and poorly understood risk factors. Here we examined the association of somatic mutation profiles with non-recurrent disease (GO:good outcome), recurrence (R), or progression (PD) in a cohort of HGT1 patients.