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Multivariate logistic regression analysis to explore the high-risk factors of deep vein embolism/pulmonary embolism
Ming Liu1, Zhanwen Zhou1, Xiaohu Ma1
1Department of Orthopedics, Yinchuan Guolong Orthopedic Hospital, Yinchuan, China.
Abstract:
ObjectiveThis study aims to identify and quantify the high-risk factors for deep vein thrombosis (DVT) and pulmonary embolism (PE) in elderly patients undergoing total knee replacement (TKA).Methods621 patients who underwent TKA were divided into DVT/PE positive group (N = 52) and a negative group (N = 569).ResultStatistically significant differences were observed in the following factors: Caprini score (χ2 = 11.385, p < .001), prevalence of chronic obstructive pulmonary disease (COPD) (χ2 = 4.502, p = .034), history of heart failure (χ2 = 4.326, p = .012), duration of surgery (t = 3.723, p = .002), and early postoperative activity (χ2 = 4.014, p = .045). The incidence of DVT/PE was significantly higher in the very high-risk group compared to the high-risk group (9.89% vs 4.84%, χ2 = 2.080, p = .032). Multivariate logistic regression analysis identified the Caprini score as an extremely high-risk factor (adjusted OR = 2.87, 95% CI: 1.53-5.39, p = .001), alongside COPD (OR = 1.94, 95% CI: 1.08-3.48, p = .026), history of heart failure (OR = 1.68, 95% CI: 1.01-2.78, p = .048), and surgical duration exceeding 2 hours (OR = 1.35, 95% CI: 1.08-1.68, p = .008) as independent risk factors. The model, developed using multi-factor regression variables, demonstrates strong predictive performance for the occurrence of DVT/PE, with an area under the receiver operating characteristic curve of 0.842 (95%CI: 0.791-0.894).ConclusionIn elderly patients undergoing TKA, even with standard anticoagulation prophylaxis, a high Caprini risk score, COPD, a history of heart failure, and prolonged operative time remain independent risk factors for DVT. Early postoperative mobilization has been shown to have a protective effect.
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