e17560 Background: Ovarian cancer is the leading cause of death among gynecological cancers. It is highly thrombogenic and is associated with increased venous thromboembolism events. We conducted a retrospective analysis to study the prevalence and disparities in the association of Acute Pulmonary embolism(PE) with ovarian cancer. Methods: National Inpatient Sample (2017-2020) was used to identify the patients with primary diagnosis of Acute PE and was stratified into those with and without concurrent diagnosis of Ovarian cancer ( regional and advanced metastatic disease). Basic demographic variables were analyzed to identify disparities in the prevalence of Acute PE among ovarian cancer patients.Multivariate logistic regression analysis was conducted to examine the association between Acute PE and Ovarian cancer. Results: A total of 651435 patients were hospitalized with a primary diagnosis of Acute PE, and 2980 (0.46%) had a secondary diagnosis of Ovarian cancer. The ovarian cancer group had a greater percentage of white (73.4% vs.71.93%), Hispanics (7.98% vs. 6.04%), and fewer Black patients (15.78% vs. 19.86), p=0.021. Compared to the white, Black population with ovarian cancer (OR=0.77(0.6-0.9); p=0.04) had a decreased likelihood of developing Acute PE without any difference noted in the Hispanics (OR=1.13 (0.81-1.58); p=0.44) and other races (OR=1.11 (0.67-1.83); p=0.67). Patients in the high income groups were more likely to be admitted due to acute PE ($65,000-$85,999: OR=1.35 (1.05-1.73), p=0.018; >$86,000: OR=1.24 (1.14-1.62), p=0.01). A greater percentage of patients with ovarian cancer had private insurance (35.2% vs. 28.91%), while a greater percentage of patients without ovarian cancer had Medicare (54.38% vs. 50.34%) and Medicaid (11.9% vs. 12.5%), p=0.003. Patients with private insurance were more likely to be admitted due to acute PE (OR=1.73(1.36-2.22); p<0.001). Patients with a Charlson comorbidity index of 3 or more had higher odds of Acute PE (OR=1.3(1.12-3.4); p=0.02). A greater percentage of Acute PE patients with ovarian cancer were admitted to large (54.03% vs. 47.86%; p=0.014), urban (95.3% vs. 90.35%; p<0.001), and teaching hospitals (79.87% vs. 69.15%; p<0.001). Teaching hospitals had higher odds of admissions due to acute PE in ovarian cancer patients (OR=1.37(1.07-1.75); p=0.01). On multivariate regression analysis, Ovarian cancer patients had higher odds of Acute PE (OR=1.88 (1.73-2.05); p<0.001). Conclusions: Ovarian cancer patients with Black race and private insurance showed a significantly increased likelihood of admissions due to acute pulmonary embolism. Additionally, urban and teaching hospitals demonstrated higher odds of encountering cases of acute pulmonary embolism. Further prospective studies are necessary to validate the findings presented in our study.