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Objective: Determine the real-world incidence of acute gout prophylaxis (AGP) prescribing when a xanthine oxidase inhibitor (XOI) is initiated and describe characteristics of AGP prescribing., Methods: Retrospective cohort analysis from 2007 to 2017 using medical and prescription claims from an administrative database (IQVIA™ Health Plan Claims Database) among adult patients with a diagnosis of gout. Primary endpoint was the proportion of patients receiving AGP among all patients newly initiated on XOI therapy. Secondary endpoints included incidence proportions of acute flare and of XOI discontinuation among patients who received AGP compared to those who did not. Chi-square and Fisher's exact tests were used in univariate analysis of proportions between treatment groups., Results: A total of 7414 patients were included for analysis. There were 697 patients (9.4%) who received AGP with XOI initiation and colchicine alone was the most common medication used among patients who received prophylaxis (n = 303, 43.4%). The incidence proportion of patients with an acute gout flare within 3 months of index was 21.5% in the AGP cohort and 12.7% in the no prophylaxis cohort (p < 0.001). The proportion of patients who discontinued XOI within 12 months of initiation was 38.7% in the AGP cohort and 46.2% in the no prophylaxis cohort (p < 0.001)., Conclusion: In the real world, the proportion of patients who receive AGP with initiation of XOI therapy is low and discontinuation of XOI within 12 months of initiation is significant. In this analysis, use of AGP was not associated with a lower risk of acute gout flare after initiation of XOI therapy. Key Points • Real-world acute gout prophylaxis (AGP) prescribing with xanthine oxidase inhibitor (XOI) initiation is very low despite current guideline recommendations • More than one third of patients discontinue XOIs within 12 months of initiation regardless of AGP prescribing.