Abstract:[Abstract]:Objective To analyze the risk factors for the occurrence of symptomatic deep vein thrombosis (DVT) after total knee arthroplasty (TKA), and to establish a prediction model and validate it. Methods A retrospective analysis was performed for 926 patients who underwent TKA in the Department of Joint Surgery, Zunyi First People's Hospital from 2018 to 2023. Among them, 76 were in the thrombosis group and 850 were in the asymptomatic group. We used logistic regression analysis to investigate the risk factors of symptomatic DVT after TKA, and then constructed a prediction model to verify the performance of the model by receiver operating characteristic curve (ROC) and goodness-of-fit test. Results Multivariate Logistic regression analysis showed that smoking (OR=2.330, P=0.008), lower extremity venous valve insufficiency (OR=2.230, P=0.027), hypertension (OR=1.240, P<0.001), platelet/lymphocyte ratio (PLR) (OR=1.840, P<0.001) and C-reactive protein (CRP) (OR=1.040, P=0.031) were risk factors for symptomatic DVT after TKA (P<0.05). The model showed good discrimination in predicting the risk of symptomatic DVT after TKA, and the model classification ability was 82.29%, and the chi-square test was valid (x2=102.83, P). <0.001)。Conclusion This study showed that smoking, venous valve insufficiency of the lower extremities, hypertension, PLR and CRP were five risk factors for symptomatic DVT after TKA.The proposed prediction model for predicting the risk of symptomatic DVT after TKA has a good degree of discrimination, which can provide a reference for the prevention and treatment of postoperative symptomatic DVT in clinical individualization.