Arakaki Daichi, Iwata Mitsunaga, Terasawa Teruhiko
Department of General Internal Medicine and Emergency Medicine, Fujita Medical University School of Medicine, Toyoake, Aichi, Japan.
Ann Vasc Dis. 2023 Mar 25;16(1):60-68. doi: 10.3400/avd.oa.22-00108.
To assess the external validity of the Padua and International Medical Prevention Registry on Venous Thromboembolism (IMPROVE-VTE) risk assessment models (RAMs) for predicting venous thromboembolism (VTE) within 90 days of admission among hospitalized medical patients in Japan. A university hospital cohort comprising 3876 consecutive patients ages ≥15 years admitted to a general internal medicine department between July 2016 and July 2021 was retrospectively analyzed using data extracted from their medical records. A total of 74 VTE events (1.9%), including six cases with pulmonary embolism (0.2%), were observed. Both RAMs had poor discriminative performance (C-index=0.64 for both) and generally underestimated VTE risks. However, recalibrating the IMPROVE-VTE RAM to update the baseline hazard improved the calibration (calibration slope=1.01). Decision curve analysis showed that a management strategy with no prediction model outperformed a clinical management strategy guided by the originally proposed RAMs. Both RAMs require an update to function in this particular setting. Further studies with a larger-sized cohort, including re-estimation of the individual regression coefficients with additional, more context-specific predictors, are needed to create a useful model that would help advance risk-oriented VTE prevention programs.
为评估帕多瓦和国际静脉血栓栓塞症医学预防登记处(IMPROVE-VTE)风险评估模型(RAMs)在预测日本住院内科患者入院90天内静脉血栓栓塞症(VTE)方面的外部有效性。对一个大学医院队列进行回顾性分析,该队列由2016年7月至2021年7月期间连续收治的3876例年龄≥15岁的普通内科患者组成,使用从他们的病历中提取的数据。共观察到74例VTE事件(1.9%),包括6例肺栓塞(0.2%)。两种RAMs的鉴别性能均较差(两者的C指数均为0.64),并且总体上低估了VTE风险。然而,重新校准IMPROVE-VTE RAM以更新基线风险改善了校准(校准斜率=1.01)。决策曲线分析表明,无预测模型的管理策略优于最初提出的RAMs指导的临床管理策略。两种RAMs都需要更新才能在这种特定情况下发挥作用。需要进行更大规模队列的进一步研究,包括使用更多特定背景的预测因素重新估计个体回归系数,以创建一个有助于推进以风险为导向的VTE预防计划的有用模型。