BACKGROUNDPulmonary embolism (PE) is a common and potentially fatal disease, with differences in mortality rates among PE patients of different sexes. This study aims to investigate the disparities in clinical manifestations and in-hospital mortality rates between sexes in PE patients, as well as the association of clinical symptoms with in-hospital mortality.METHODSWe analyzed data from the China pUlmonary thromboembolism REgistry Study (CURES), a nationwide, multicenter, prospective registry focusing on patients with acute PE. Using propensity score matching (PSM) to pair male and female patients with PE, we explored the correlation between clinical symptoms and in-hospital mortality through multivariable regression analysis.RESULTSA total of 15,203 patients with acute PE were enrolled, and 380 died during hospitalization. The incidence of chest pain, hemoptysis, and palpitations was significantly higher in males compared to females. The incidence of dyspnea, fever, and syncope was higher in females. Hemoptysis and dyspnea were associated with increased in-hospital mortality in males, whereas dyspnea, fever, and palpitations were linked to higher mortality in females. Overall, males exhibited a higher in-hospital mortality than females (2.9 % vs. 2.1 %, p = 0.002). After matching 13,130 patients using the PSM method, the mortality rate of males remained higher than that of females (2.7 % vs. 2.1 %, p = 0.020).CONCLUSIONSOur study demonstrates that male patients with PE have a higher risk of in-hospital mortality than females. Significant differences in clinical symptoms between sexes are associated with increased mortality risk, emphasizing the need for clinical awareness.