{"title":"Prediction of Major Adverse Coronary Events Using the Coronary Risk Score in Women.","authors":"Guillermo Romero-Farina, Santiago Aguadé-Bruix, Ignacio Ferreira-González","doi":"10.1148/ryct.230381","DOIUrl":null,"url":null,"abstract":"<p><p>Purpose To establish a COronary Risk Score in WOmen (CORSWO) to predict major adverse coronary events (MACE). Materials and Methods This retrospective analysis included 2226 female individuals (mean age, 66.7 years ± 11.6 [SD]) from a cohort of 25 943 consecutive patients referred for clinical gated SPECT myocardial perfusion imaging (gSPECT MPI). During the follow-up (mean, 4 years ± 2.7) after gSPECT MPI, occurrence of MACE (unstable angina requiring hospitalization, nonfatal myocardial infarction, coronary revascularization, cardiac death) was assessed. The patients were divided into training (<i>n</i> = 1460) and validation (<i>n</i> = 766) groups. To obtain the predictor model, multiple Cox regression analyses were performed. Results In the training group, 148 female individuals had MACE (2.6% per year). The best model (area under the receiver operating characteristic curve [AUC]: 0.80 [95% CI: 0.74, 0.83]; Brier score: 0.08) to predict MACE in female individuals included the following variables: age older than 69 years (hazard ratio [HR]: 1.58, <i>P</i> = .01), diabetes mellitus (HR: 1.47, <i>P</i> = .03), pharmacologic test (HR: 1.63, <i>P</i> = .01), ST-segment depression (≥1 mm) (HR: 2.02, <i>P</i> < .001), myocardial ischemia greater than 5% (HR: 2.21, <i>P</i> < .001), perfusion defect at rest greater than 9% (HR: 1.96, <i>P</i> = .009), perfusion defect at stress greater than 6% (HR: 1.63, <i>P</i> = .03), and end-systolic volume index greater than 15 mL (HR: 2.04, <i>P</i> < .001). During validation, the model achieved moderate performance (AUC: 0.78 [95% CI: 0.70, 0.83]). CORSWO obtained from these variables allowed for stratification of female individuals into four risk levels: low (score: 0-3, HR: 1), moderate (score: 4-6, HR: 1.58), high (score: 7-11, HR: 4.13), and very high (score: >11, HR: 13.87). The high and very high risk levels (HR: 5.29) predicted MACE in female individuals, with excellent performance (AUC: 0.78 [95% CI: 0.72, 0.80]). Conclusion With clinical, stress test, and gSPECT MPI variables, CORSWO effectively stratified female individuals according to coronary risk and was able to detect those with high and very high risk. <b>Keywords:</b> SPECT, Cardiac, Coronary Arteries, Women, Risk Stratification, Cardiac Event, CORSWO, MACE, Gated SPECT <i>Supplemental material is available for this article.</i> ©RSNA, 2024.</p>","PeriodicalId":21168,"journal":{"name":"Radiology. Cardiothoracic imaging","volume":"6 6","pages":"e230381"},"PeriodicalIF":3.8000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Radiology. Cardiothoracic imaging","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1148/ryct.230381","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose To establish a COronary Risk Score in WOmen (CORSWO) to predict major adverse coronary events (MACE). Materials and Methods This retrospective analysis included 2226 female individuals (mean age, 66.7 years ± 11.6 [SD]) from a cohort of 25 943 consecutive patients referred for clinical gated SPECT myocardial perfusion imaging (gSPECT MPI). During the follow-up (mean, 4 years ± 2.7) after gSPECT MPI, occurrence of MACE (unstable angina requiring hospitalization, nonfatal myocardial infarction, coronary revascularization, cardiac death) was assessed. The patients were divided into training (n = 1460) and validation (n = 766) groups. To obtain the predictor model, multiple Cox regression analyses were performed. Results In the training group, 148 female individuals had MACE (2.6% per year). The best model (area under the receiver operating characteristic curve [AUC]: 0.80 [95% CI: 0.74, 0.83]; Brier score: 0.08) to predict MACE in female individuals included the following variables: age older than 69 years (hazard ratio [HR]: 1.58, P = .01), diabetes mellitus (HR: 1.47, P = .03), pharmacologic test (HR: 1.63, P = .01), ST-segment depression (≥1 mm) (HR: 2.02, P < .001), myocardial ischemia greater than 5% (HR: 2.21, P < .001), perfusion defect at rest greater than 9% (HR: 1.96, P = .009), perfusion defect at stress greater than 6% (HR: 1.63, P = .03), and end-systolic volume index greater than 15 mL (HR: 2.04, P < .001). During validation, the model achieved moderate performance (AUC: 0.78 [95% CI: 0.70, 0.83]). CORSWO obtained from these variables allowed for stratification of female individuals into four risk levels: low (score: 0-3, HR: 1), moderate (score: 4-6, HR: 1.58), high (score: 7-11, HR: 4.13), and very high (score: >11, HR: 13.87). The high and very high risk levels (HR: 5.29) predicted MACE in female individuals, with excellent performance (AUC: 0.78 [95% CI: 0.72, 0.80]). Conclusion With clinical, stress test, and gSPECT MPI variables, CORSWO effectively stratified female individuals according to coronary risk and was able to detect those with high and very high risk. Keywords: SPECT, Cardiac, Coronary Arteries, Women, Risk Stratification, Cardiac Event, CORSWO, MACE, Gated SPECT Supplemental material is available for this article. ©RSNA, 2024.
用冠状动脉风险评分预测女性主要不良冠状动脉事件
目的建立女性冠状动脉危险评分(CORSWO)以预测主要冠状动脉不良事件(MACE)。材料和方法本回顾性分析包括2226名女性个体(平均年龄66.7岁±11.6 [SD]),来自25943名连续接受临床门控SPECT心肌灌注成像(gSPECT MPI)的患者。在gSPECT MPI后的随访期间(平均4年±2.7年),评估MACE(需要住院治疗的不稳定心绞痛、非致死性心肌梗死、冠状动脉血运重建术、心源性死亡)的发生情况。将患者分为训练组(n = 1460)和验证组(n = 766)。为了获得预测模型,我们进行了多重Cox回归分析。结果在训练组中,148名女性个体发生MACE(每年2.6%)。最佳模型(受试者工作特征曲线下面积[AUC]: 0.80 [95% CI: 0.74, 0.83];Brier评分:0.08)预测女性个体MACE包括以下变量:年龄大于69岁(风险比[HR]: 1.58, P = 0.01)、糖尿病(风险比[HR]: 1.47, P = 0.03)、药理学试验(风险比:1.63,P = 0.01)、st段凹陷(≥1 mm)(风险比:2.02,P < 0.001)、心肌缺血大于5%(风险比:2.21,P < 0.001)、静息时灌注缺损大于9%(风险比:1.96,P = 0.009)、应激时灌注缺损大于6%(风险比:0.09)。1.63, P = .03),收缩期末期容积指数大于15 mL (HR: 2.04, P < .001)。在验证过程中,模型达到了中等的性能(AUC: 0.78 [95% CI: 0.70, 0.83])。从这些变量中获得的CORSWO允许将女性个体分层为四个风险水平:低(得分:0-3,HR: 1),中等(得分:4-6,HR: 1.58),高(得分:7-11,HR: 4.13)和非常高(得分:bbb11, HR: 13.87)。高风险和极高风险水平(HR: 5.29)预测女性个体的MACE,表现优异(AUC: 0.78 [95% CI: 0.72, 0.80])。结论通过临床、压力测试和gSPECT MPI变量,CORSWO能够有效地根据冠状动脉危险程度对女性个体进行分层,并能够检测出高危和极高危人群。关键词:SPECT,心脏,冠状动脉,女性,风险分层,心脏事件,CORSWO, MACE,门控SPECT。©RSNA, 2024年。
本文章由计算机程序翻译,如有差异,请以英文原文为准。