Division of Vascular Surgery and Endovascular Therapy, Loyola University Health System, Maywood, IL.
Division of Vascular Surgery and Endovascular Therapy, Loyola University Health System, Maywood, IL; Stritch School of Medicine, Loyola University Chicago, Maywood, IL.
J Vasc Surg. 2024 Jul;80(1):32-44.e4. doi: 10.1016/j.jvs.2024.03.012. Epub 2024 Mar 11.
The purpose of this study was to create a risk score for the event of mortality within 3 years of complex fenestrated visceral segment endovascular aortic repair utilizing variables existing at the time of preoperative presentation.
After exclusions, 1916 patients were identified in the Vascular Quality Initiative who were included in the analysis. The first step in development of the risk score was univariable analysis for the primary outcome of mortality within 3 years of surgery. χ analysis was performed for categorical variables, and comparison of means with independent Student t-test was performed for ordinal variables. Variables that achieved a univariable P value less than 0.1 were then placed into Cox regression multivariable time dependent analysis for the development of mortality within 3 years. Variables that achieved a multivariable significance of less than 0.1 were utilized for the risk score, with point weighting based on the beta-coefficient. Variables with a beta coefficient of 0.25 to 0.49 were assigned 1 point, 0.5 to 0.74 2 points, 0.75 to 0.99 3 points, and 1.0 to 1.25 4 points. A cumulative score for each patient was then summed, the percentage of patients at each score experiencing mortality within 3 weeks was then calculated, and a comparison of score outcomes was conducted with binary logistic regression. Area under the curve analysis was performed.
The primary outcome of mortality within 3 years of surgery occurred in 12.8% of patients (245/1916). The mean age for the study population was 73.35 years (standard deviation [SD], 8.26 years). The mean maximal abdominal aortic aneurysm (AAA) diameter was 60.43 mm (SD, 10.52 mm). The mean number of visceral vessels stented was 3.3 (SD, 0.76). Variables present at the time of surgery that were included in the risk score were: hemodialysis (3 points); age >87, chronic obstructive pulmonary disease, hypertension, AAA diameter >77 mm (all 2 points); and body mass index <20 kg/m, female sex, congestive heart failure, active smoking, chronic renal insufficiency, age 80 to 87 years, and AAA diameter 67 to 77 mm (all 1 point). BMI >30 kg/m (mean, 34.46 kg/m) and age <67 years were protective (-1 point). Testing the model resulted in an area under the curve of 0.706. Hosmer and Lemeshow goodness of fit test for logistic regression utilizing the 15 different risk score total groups revealed a model predictive accuracy of 87.3%. Significant escalations in 3-year mortality were noted to occur at scores of 6 and greater. Mean AAA diameter was significantly larger for patients who had higher risk scores (P < .001).
A novel risk score for mortality within 3 years of fenestrated visceral segment aortic endograft has been developed that has excellent accuracy in predicting which patients will survive and derive the strongest benefit from intervention. This facilitates risk-benefit analysis and counseling of patients and families with realistic long-term expectations. This potentially enhances patient-centered decision-making.
本研究旨在利用术前存在的变量,为复杂开窗内脏段血管腔内主动脉修复术后 3 年内死亡事件创建风险评分。
排除后,1916 例患者被纳入血管质量倡议分析。风险评分开发的第一步是对手术 3 年内主要结局(死亡率)进行单变量分析。对于分类变量,进行 χ 分析,对于有序变量,进行独立学生 t 检验的均值比较。单变量 P 值小于 0.1 的变量随后被纳入 Cox 回归多变量时间依赖性分析,以预测 3 年内的死亡率。多变量显著性小于 0.1 的变量用于风险评分,基于β系数进行点加权。β系数为 0.25 至 0.49 的变量赋值 1 分,0.5 至 0.74 为 2 分,0.75 至 0.99 为 3 分,1.0 至 1.25 为 4 分。然后对每个患者的累积分数进行求和,计算每个分数的患者在 3 周内的死亡率,并通过二元逻辑回归比较评分结果。进行曲线下面积分析。
手术 3 年内主要结局(死亡率)发生在 12.8%(245/1916)的患者中。研究人群的平均年龄为 73.35 岁(标准差 [SD],8.26 岁)。平均最大腹主动脉瘤(AAA)直径为 60.43 毫米(SD,10.52 毫米)。平均支架内脏血管数为 3.3(SD,0.76)。纳入风险评分的手术时存在的变量为:血液透析(3 分);年龄>87 岁、慢性阻塞性肺疾病、高血压、AAA 直径>77 毫米(均为 2 分);BMI<20kg/m、女性、充血性心力衰竭、主动吸烟、慢性肾功能不全、年龄 80 至 87 岁、AAA 直径 67 至 77 毫米(均为 1 分)。BMI>30kg/m(平均值为 34.46kg/m)和年龄<67 岁为保护因素(-1 分)。模型测试的曲线下面积为 0.706。利用 15 个不同的风险评分总组进行逻辑回归的 Hosmer 和 Lemeshow 拟合优度检验显示,模型预测准确性为 87.3%。风险评分 6 分及以上的患者 3 年死亡率显著升高。具有较高风险评分的患者 AAA 直径明显更大(P<0.001)。
已经开发出一种用于预测开窗内脏段血管腔内主动脉修复术后 3 年内死亡率的新风险评分,该评分在预测患者的生存情况和从干预中获得最大获益方面具有出色的准确性。这有助于进行风险效益分析并为患者及其家属提供切合实际的长期预期的咨询。这可能会增强以患者为中心的决策。