External validation of four venous thromboembolism risk assessment models after colorectal cancer surgery: a retrospective study.

IF 2.2 4区 医学 Q2 HEMATOLOGY
Ying Zhang, Ying Zhao, Jun Cai, Lei Niu, Xiaozhu Zhou, Yi Wu, Shicai Chen, Xiangli Cui
{"title":"External validation of four venous thromboembolism risk assessment models after colorectal cancer surgery: a retrospective study.","authors":"Ying Zhang, Ying Zhao, Jun Cai, Lei Niu, Xiaozhu Zhou, Yi Wu, Shicai Chen, Xiangli Cui","doi":"10.1186/s12959-025-00778-w","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Caprini score, the most commonly used assessment tool for predicting postoperative venous thromboembolism (VTE) risk has shown poor predictive value in colorectal cancer surgery. Recent risk assessment models (RAMs) Sir-Run-Run-Shaw VTE RAM, Risk of Venous Thromboembolism Algorithm (RVTA) score, and Colorectal Cancer - Venous Thromboembolism (CRC-VTE) score, which were specific for colorectal cancer, were developed and had good VTE predictive performance. We sought to externally validate for their generalizability and accuracy in Chinese patients undergoing colorectal cancer surgery.</p><p><strong>Materials and methods: </strong>A retrospective analysis was conducted to predict the 6-month postoperative VTE risk in patients undergoing colorectal cancer surgery from January 2020 to December 2023. Demographic characteristics, clinical data, and 6-month postoperative VTE status of the patients were collected based on Sir-Run-Run-Shaw VTE RAM, RVTA score, CRC-VTE score, and Caprini score. We estimated the four VTE RAMs' discrimination of 6-month postoperative VTE risk by using the area under the receiver operating characteristic curve (AUROC). Calibration plots, Hosmer-Lemeshow test, and decision curve analysis were also explored to assess the predictive performance of the four VTE RAMs.</p><p><strong>Results: </strong>A total of 323 patients were included. The median age of our cohort was 66 years (range, 58-73 years), and 182 (56.3%) patients were male. VTE occurred in 68 (21.1%) cases within 6 months after operation, with 5 cases of pulmonary embolism and 63 cases of deep vein thrombosis, of which 45 (66.2%) cases experienced VTE within 4 weeks after operation. Sir-Run-Run-Shaw VTE RAM, RVTA score, CRC-VTE score and Caprini score demonstrated possibly helpful discrimination, with AUCs of 0.691 (95%CI: 0.624-0.758), 0.638 (95%CI: 0.564-0.713), 0.728 (95%CI: 0.663-0.793), and 0.661 (95%CI: 0.596-0.725), respectively. The Hosmer-Lemeshow test indicated a lack of fit for Sir-Run-Run-Shaw VTE RAM, RVTA score, and CRC-VTE score (P < 0.05). Furthermore, decision curve analysis revealed that CRC-VTE score provided greater net benefits than the other VTE RAMs.</p><p><strong>Conclusion: </strong>External validation of the four VTE RAMs for predicting postoperative VTE in a real-world cohort of colorectal cancer patients showed that CRC-VTE score outperformed the other VTE RAMs. It can help clinicians identify patients with high risk of VTE, thereby facilitating timely prophylactic interventions and close monitoring.</p>","PeriodicalId":22982,"journal":{"name":"Thrombosis Journal","volume":"23 1","pages":"92"},"PeriodicalIF":2.2000,"publicationDate":"2025-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12505601/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Thrombosis Journal","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12959-025-00778-w","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"HEMATOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Caprini score, the most commonly used assessment tool for predicting postoperative venous thromboembolism (VTE) risk has shown poor predictive value in colorectal cancer surgery. Recent risk assessment models (RAMs) Sir-Run-Run-Shaw VTE RAM, Risk of Venous Thromboembolism Algorithm (RVTA) score, and Colorectal Cancer - Venous Thromboembolism (CRC-VTE) score, which were specific for colorectal cancer, were developed and had good VTE predictive performance. We sought to externally validate for their generalizability and accuracy in Chinese patients undergoing colorectal cancer surgery.

Materials and methods: A retrospective analysis was conducted to predict the 6-month postoperative VTE risk in patients undergoing colorectal cancer surgery from January 2020 to December 2023. Demographic characteristics, clinical data, and 6-month postoperative VTE status of the patients were collected based on Sir-Run-Run-Shaw VTE RAM, RVTA score, CRC-VTE score, and Caprini score. We estimated the four VTE RAMs' discrimination of 6-month postoperative VTE risk by using the area under the receiver operating characteristic curve (AUROC). Calibration plots, Hosmer-Lemeshow test, and decision curve analysis were also explored to assess the predictive performance of the four VTE RAMs.

Results: A total of 323 patients were included. The median age of our cohort was 66 years (range, 58-73 years), and 182 (56.3%) patients were male. VTE occurred in 68 (21.1%) cases within 6 months after operation, with 5 cases of pulmonary embolism and 63 cases of deep vein thrombosis, of which 45 (66.2%) cases experienced VTE within 4 weeks after operation. Sir-Run-Run-Shaw VTE RAM, RVTA score, CRC-VTE score and Caprini score demonstrated possibly helpful discrimination, with AUCs of 0.691 (95%CI: 0.624-0.758), 0.638 (95%CI: 0.564-0.713), 0.728 (95%CI: 0.663-0.793), and 0.661 (95%CI: 0.596-0.725), respectively. The Hosmer-Lemeshow test indicated a lack of fit for Sir-Run-Run-Shaw VTE RAM, RVTA score, and CRC-VTE score (P < 0.05). Furthermore, decision curve analysis revealed that CRC-VTE score provided greater net benefits than the other VTE RAMs.

Conclusion: External validation of the four VTE RAMs for predicting postoperative VTE in a real-world cohort of colorectal cancer patients showed that CRC-VTE score outperformed the other VTE RAMs. It can help clinicians identify patients with high risk of VTE, thereby facilitating timely prophylactic interventions and close monitoring.

四种结直肠癌术后静脉血栓栓塞风险评估模型的外部验证:一项回顾性研究。
背景:capriti评分是预测结直肠癌术后静脉血栓栓塞(VTE)风险最常用的评估工具,但在结直肠癌手术中显示出较差的预测价值。近期发展了针对结直肠癌的风险评估模型Sir-Run-Run-Shaw VTE RAM、静脉血栓栓塞风险算法(RVTA)评分和结直肠癌-静脉血栓栓塞(CRC-VTE)评分,具有较好的VTE预测性能。我们试图从外部验证其在中国结直肠癌手术患者中的普遍性和准确性。材料与方法:回顾性分析预测2020年1月至2023年12月结直肠癌手术患者术后6个月静脉血栓栓塞风险。根据Sir-Run-Run-Shaw VTE RAM、RVTA评分、CRC-VTE评分和capriti评分收集患者的人口学特征、临床资料和术后6个月VTE状态。我们使用受试者工作特征曲线下面积(AUROC)来估计4个VTE ram对术后6个月VTE风险的辨别。采用校正图、Hosmer-Lemeshow检验和决策曲线分析来评估四种VTE ram的预测性能。结果:共纳入323例患者。我们队列的中位年龄为66岁(范围58-73岁),182例(56.3%)患者为男性。术后6个月内发生静脉血栓栓塞68例(21.1%),其中肺栓塞5例,深静脉血栓63例,其中术后4周内发生静脉血栓栓塞45例(66.2%)。Sir-Run-Run-Shaw VTE RAM、RVTA评分、CRC-VTE评分和Caprini评分显示可能有帮助的区分,auc分别为0.691 (95%CI: 0.624-0.758)、0.638 (95%CI: 0.564-0.713)、0.728 (95%CI: 0.663-0.793)和0.661 (95%CI: 0.596-0.725)。Hosmer-Lemeshow检验显示Sir-Run-Run-Shaw VTE RAM、RVTA评分和CRC-VTE评分缺乏拟合性(P结论:在现实世界的结直肠癌患者队列中,四种VTE RAM用于预测术后VTE的外部验证表明,CRC-VTE评分优于其他VTE RAM。它可以帮助临床医生识别静脉血栓栓塞的高危患者,从而促进及时的预防干预和密切监测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Thrombosis Journal
Thrombosis Journal Medicine-Hematology
CiteScore
3.80
自引率
3.20%
发文量
69
审稿时长
16 weeks
期刊介绍: Thrombosis Journal is an open-access journal that publishes original articles on aspects of clinical and basic research, new methodology, case reports and reviews in the areas of thrombosis. Topics of particular interest include the diagnosis of arterial and venous thrombosis, new antithrombotic treatments, new developments in the understanding, diagnosis and treatments of atherosclerotic vessel disease, relations between haemostasis and vascular disease, hypertension, diabetes, immunology and obesity.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信