Greater disease burden is a well-established predictor of poorer outcomes following chimeric antigen receptor T-cell therapy (CART). While bridging therapy (BT) is widely used between leukapheresis and CAR T infusion, limited data has evaluated the impact of BT on CART outcomes. In this study, we hypothesized that the quantitative dynamics of radiomic cytoreduction during bridging are prognostic. Patients with large B-cell lymphoma (LBCL) treated with CD19-CART from 2016-2022 were included. Metabolic tumor volume (MTV) was determined for all patients on pre-leukapheresis PET and on post-BT/pre-infusion PET in those who received BT. Patients were stratified into 'High' and 'Low' disease burden using an MTV cutpoint of 65.4cc established by maximally selected log-rank statistic for progression free survival (PFS). Of 191 patients treated with CART, 144 (75%) received BT. In the BT cohort, 56% had any reduction in MTV post-BT. On multivariate analysis, MTV trajectory across the bridging period remained significantly associated with PFS (p<0.001), however notably patients with improved MTV (High->Low) had equivalent PFS compared to those with initially and persistently low MTV (Low->Low) (HR for High->Low MTV: 2.74, CI: 0.82-9.18). There was a reduction in any Grade ICANS in the High->Low MTV cohort as compared to High->High (13 vs. 41%, p=0.05). This is the first study to use radiomics to quantify disease burden pre- and post-BT in a large real world LBCL cohort. We demonstrate that effective BT can enable initially high-disease burden patients to achieve post-CART outcomes comparable to low-disease burden patients.