Divisions of Vascular Surgery of University of Vermont College of Medicine, Burlington, Vt 05401, USA.
J Vasc Surg. 2010 Sep;52(3):674-83, 683.e1-683.e3. doi: 10.1016/j.jvs.2010.03.031. Epub 2010 Jun 8.
The Revised Cardiac Risk Index (RCRI) is a widely used model for predicting cardiac events after noncardiac surgery. We compared the accuracy of the RCRI with a new, vascular surgery-specific model developed from patients within the Vascular Study Group of New England (VSGNE).
We studied 10,081 patients who underwent nonemergent carotid endarterectomy (CEA; n = 5293), lower extremity bypass (LEB; n = 2673), endovascular abdominal aortic aneurysm repair (EVAR; n = 1005), and open infrarenal abdominal aortic aneurysm repair (OAAA; n = 1,110) within the VSGNE from 2003 to 2008. First, we analyzed the ability of the RCRI to predict in-hospital major adverse cardiac events, including myocardial infarction (MI), arrhythmia, or congestive heart failure (CHF) in the VSGNE cohort. Second, we used a derivation cohort of 8208 to develop a new cardiac risk prediction model specifically for vascular surgery patients. Chi-square analysis identified univariate predictors, and multivariate logistic regression was used to develop an aggregate and four procedure-specific risk prediction models for cardiac complications. Calibration and model discrimination were assessed using Pearson correlation coefficient and receiver operating characteristic (ROC) curves. The ability of the model to predict cardiac complications was assessed within a validation cohort of 1873. Significant predictors were converted to an integer score to create a practical cardiac risk prediction formula.
The overall incidence of major cardiac events in the VSGNE cohort was 6.3% (2.5% MI, 3.9% arrhythmia, 1.8% CHF). The RCRI predicted risk after CEA reasonably well but substantially underestimated risk after LEB, EVAR, and OAAA for low- and higher-risk patients. Across all VSGNE patients, the RCRI underestimated cardiac complications by 1.7- to 7.4-fold based on actual event rates of 2.6%, 6.7%, 11.6%, and 18.4% for patients with 0, 1, 2, and >or=3 risk factors. In multivariate analysis of the VSGNE cohort, independent predictors of adverse cardiac events were (odds ratio [OR]) increasing age (1.7-2.8), smoking (1.3), insulin-dependent diabetes (1.4), coronary artery disease (1.4), CHF (1.9), abnormal cardiac stress test (1.2), long-term beta-blocker therapy (1.4), chronic obstructive pulmonary disease (1.6), and creatinine >or=1.8 mg/dL (1.7). Prior cardiac revascularization was protective (OR, 0.8). Our aggregate model was well calibrated (r = 0.99, P < .001), demonstrating moderate discriminative ability (ROC curve = 0.71), which differed only slightly from the procedure-specific models (ROC curves: CEA, 0.74; LEB, 0.72; EVAR, 0.74; OAAA, 0.68). Rates of cardiac complications for patients with 0 to 3, 4, 5, and >or=6 VSG risk factors were 3.1%, 5.0%, 6.8%, and 11.6% in the derivation cohort and 3.8%, 5.2%, 8.1%, and 10.1% in the validation cohort. The VSGNE cardiac risk model more accurately predicted the actual risk of cardiac complications across the four procedures for low- and higher-risk patients than the RCRI. When the VSG Cardiac Risk Index (VSG-CRI) was used to score patients, six categories of risk ranging from 2.6% to 14.3% (score of 0-3 to 8) were discernible.
The RCRI substantially underestimates in-hospital cardiac events in patients undergoing elective or urgent vascular surgery, especially after LEB, EVAR, and OAAA. The VSG-CRI more accurately predicts in-hospital cardiac events after vascular surgery and represents an important tool for clinical decision making.
修订后的心脏风险指数(RCRI)是一种广泛用于预测非心脏手术后心脏事件的模型。我们比较了 RCRI 的准确性与从新英格兰血管研究组(VSGNE)患者中开发的新的、专门针对血管手术的模型。
我们研究了 2003 年至 2008 年期间在 VSGNE 接受颈动脉内膜切除术(CEA;n=5293)、下肢旁路(LEB;n=2673)、腹主动脉瘤腔内修复术(EVAR;n=1005)和开放肾下腹主动脉瘤修复术(OAAA;n=1110)的 10081 例非紧急患者。首先,我们分析了 RCRI 在预测 VSGNE 队列中院内主要不良心脏事件(包括心肌梗死(MI)、心律失常或充血性心力衰竭(CHF))的能力。其次,我们使用 8208 例的推导队列来开发一种专门针对血管手术患者的新心脏风险预测模型。卡方分析确定了单变量预测因素,多变量逻辑回归用于开发用于心脏并发症的综合和四个手术特定风险预测模型。使用 Pearson 相关系数和接收者操作特征(ROC)曲线评估校准和模型区分度。使用验证队列中的 1873 例评估模型预测心脏并发症的能力。将显著预测因子转换为整数评分,以创建实用的心脏风险预测公式。
VSGNE 队列的主要心脏事件发生率为 6.3%(2.5%MI、3.9%心律失常、1.8%CHF)。RCRI 相当准确地预测了 CEA 后的风险,但对 LEB、EVAR 和 OAAA 低风险和高风险患者的风险估计明显不足。在所有 VSGNE 患者中,根据实际事件发生率,RCRI 低估了 2.6%、6.7%、11.6%和 18.4%的患者的心脏并发症 1.7 至 7.4 倍,这些患者的风险因素为 0、1、2 和>或=3。在 VSGNE 队列的多变量分析中,不良心脏事件的独立预测因子为(比值比[OR])年龄(1.7-2.8)、吸烟(1.3)、胰岛素依赖型糖尿病(1.4)、冠心病(1.4)、充血性心力衰竭(1.9)、异常心脏应激试验(1.2)、长期β受体阻滞剂治疗(1.4)、慢性阻塞性肺疾病(1.6)和肌酐>或=1.8mg/dL(1.7)。先前的心脏血运重建具有保护作用(OR,0.8)。我们的综合模型具有良好的校准(r=0.99,P<.001),表现出中等的判别能力(ROC 曲线=0.71),这与特定于手术的模型仅略有不同(ROC 曲线:CEA,0.74;LEB,0.72;EVAR,0.74;OAAA,0.68)。在推导队列中,0 至 3、4、5 和>或=6 个 VSG 风险因素的患者的心脏并发症发生率分别为 3.1%、5.0%、6.8%和 11.6%,在验证队列中为 3.8%、5.2%、8.1%和 10.1%。与 RCRI 相比,VSGNE 心脏风险模型更准确地预测了低风险和高风险患者的四种手术的实际心脏并发症风险。当使用 VSG 心脏风险指数(VSG-CRI)对患者进行评分时,可以分辨出从 2.6%到 14.3%(评分 0-3 至 8)的六个风险类别。
RCRI 严重低估了接受择期或紧急血管手术的患者的院内心脏事件,尤其是在 LEB、EVAR 和 OAAA 手术后。VSG-CRI 更准确地预测了血管手术后的院内心脏事件,是临床决策的重要工具。