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Padua和IMPROVE-VTE风险评估模型对住院成年内科患者静脉血栓栓塞预测的外部验证:日本一项回顾性单中心研究

External Validation of the Padua and IMPROVE-VTE Risk Assessment Models for Predicting Venous Thromboembolism in Hospitalized Adult Medical Patients: A Retrospective Single-Center Study in Japan.

作者信息

Arakaki Daichi, Iwata Mitsunaga, Terasawa Teruhiko

机构信息

Department of General Internal Medicine and Emergency Medicine, Fujita Medical University School of Medicine, Toyoake, Aichi, Japan.

出版信息

Ann Vasc Dis. 2023 Mar 25;16(1):60-68. doi: 10.3400/avd.oa.22-00108.

DOI:10.3400/avd.oa.22-00108
PMID:37006863
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10064295/
Abstract

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.

摘要

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b37/10064295/9588796e8417/avd-16-1-oa.22-00108-figure03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b37/10064295/d350f203ed4b/avd-16-1-oa.22-00108-figure01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b37/10064295/ac4bf8f4a6e0/avd-16-1-oa.22-00108-figure02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b37/10064295/9588796e8417/avd-16-1-oa.22-00108-figure03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b37/10064295/d350f203ed4b/avd-16-1-oa.22-00108-figure01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b37/10064295/ac4bf8f4a6e0/avd-16-1-oa.22-00108-figure02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b37/10064295/9588796e8417/avd-16-1-oa.22-00108-figure03.jpg

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