Genomic analysis has the potential to both risk-stratify and inform management of patients diagnosed with large B cell lymphomas (LBCL). We analyzed cases of newly diagnosed LBCL patients treated with standard immunochemotherapy from three publicly available cohorts of patients on which fluorescence in situ hybridization (FISH) and next generation sequencing (NGS) were performed to determine the frequency of genomic alterations based upon development of disease progression. Cases from 698 patients were analyzed, with 201 experiencing disease progression and 497 no disease progression by 24 months post-diagnosis. When analyzing for the presence of MYC rearrangement and MYC-BCL2 dual-rearrangement/double hit, as well as variants predicted to result in alteration of protein function in 15 genes common to NGS panels from all 3 cohorts, only MYC rearrangement and TP53 mutation were associated with significantly higher odds of disease progression on multivariate analysis. Additionally, cases from patients who experienced disease progression demonstrated a high frequency of specific genomic alterations when analyzed by cohort or cell of origin classification by immunohistochemistry when available. Individual genomic features of LBCL cases may predict for development of disease progression in newly diagnosed patients treated with standard therapies, as well occur at higher frequencies in cases of disease progression based upon geographic region and/or cell of origin status. These novel findings support efforts to evaluate genomic features as biomarkers for response to specific therapies in subsets of LBCL patients who experience disease progression, which may lead to discovery of more effective treatment options.