{"title":"Application of information technologies for selection of treatment strategy in patients with stable coronary artery disease","authors":"O. Posnenkova, E. Genkal, Y. V. Popova, A. Kiselev, V. Gridnev","doi":"10.15275/cardioit.2019.0201","DOIUrl":null,"url":null,"abstract":"Purpose: to study the frequency of divergence occurrence between decisions which have been made on the basis of 2018 ESC guidelines on myocardial revascularization (ESC 2018) and 2012 Appropriate use criteria for coronary revascularization (AUC 2012) and develop the algorithm for support of clinical decision making on the need for revascularization and the appropriateness of performed intervention in patients with stable coronary artery disease (CAD). Material and Methods — The data of 1531 patients with stable CAD (mean age 61,7±9,8 yrs, 78% men) derived from multicenter Russian registry of patients with stable CAD were studied. Indications for myocardial revascularization were determined according ESC 2018 and AUC 2012. The following clinical characteristics were considered: severity of angina, the degree of coronary arteries stenoses, the data of non-invasive testing, volume of medication. Results — In 34% of patients treatment strategy according to ESC 2018 and AUC 2012 was similar. In 15% of patients ESC 2018 and AUC 2012 differed concerning revascularization appropriateness. In 50% of patients AUC 2012 have not been defined, predominantly due to insufficient examination. The algorithm was developed which allows on the basis of co-using of ESC 2018 and AUC 2012 compose groups of patients for whom myocardial revascularization indicated primarily (ЕSC 2018+, AUC 2012+), in whom intervention can be delayed (ЕSC ISSN 2313-0318, Cardio-IT DOI: 10.15275/cardioit.2019.0201 2/4 2019. Volume 6 Issue 2 Article CID e0201 Coronary Artery Disease © 2019, Cardio-IT www.cardio-it.ru 2018 +, AUC 2012 -/±/?) and for whom only drug treatment indicated (ЕSC 2018 -, AUC 2012 -/±/?). Developed algorithm was realized as an automated module of data analytics system of CAD registry. Its implementation in the studied group revealed that only 20% who underwent myocardial revascularization were referred to the group of primary revascularization. Among 334 patients for whom intervention was indicated on the primarily basis just 37% underwent it. Conclusion — Implementation of the developed algorithm as an automated analytical registry module allows processing of unlimited volume of clinical data and defining priority of myocardial revascularization performance. Patients with the maximal benefit from intervention should be operated on the primarily basis.","PeriodicalId":164423,"journal":{"name":"Cardio-IT","volume":"158 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cardio-IT","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15275/cardioit.2019.0201","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
信息技术在稳定期冠心病患者治疗策略选择中的应用
目的:研究《2018年ESC心肌血运重建术指南》(ESC 2018)与《2012年冠状动脉血运重建术适当使用标准》(AUC 2012)决策差异的发生频率,并开发算法,为稳定型冠状动脉疾病(CAD)患者是否需要血运重建术及实施干预的适宜性的临床决策提供支持。材料和方法:研究了1531例稳定型CAD患者(平均年龄61,7±9,8岁,78%为男性)的数据,这些数据来自俄罗斯多中心的稳定型CAD患者登记。心肌血运重建指征根据ESC 2018和AUC 2012确定。考虑以下临床特征:心绞痛严重程度、冠状动脉狭窄程度、无创检测数据、用药量。结果-根据ESC 2018和AUC 2012, 34%的患者的治疗策略相似。在15%的患者中,ESC 2018和AUC 2012在血运适宜性方面存在差异。50%的患者2012年AUC没有明确定义,主要是由于检查不充分。该算法的开发允许在ESC 2018和AUC 2012共同使用的基础上,组成心肌血管重建术主要指的患者组(ЕSC 2018+, AUC 2012+),其中可以延迟干预(ЕSC ISSN 2313-0318, Cardio-IT DOI: 10.15275/cardioit.2019.0201 /4 2019)。第6卷第2期文章CID e0201冠状动脉疾病©2019,Cardio-IT www.cardio-it.ru 2018 +, AUC 2012 -/±/?),仅适用于药物治疗(ЕSC 2018 -, AUC 2012 -/±/?)。所开发的算法作为CAD注册表数据分析系统的自动化模块实现。其在研究组的实施显示,只有20%的心肌血运重建术患者被归为原发性血运重建术组。在334名接受干预的患者中,只有37%的人接受了干预。结论:将开发的算法实现为自动分析注册模块,可以处理无限量的临床数据,并确定心肌血运重建性能的优先级。从干预中获益最大的患者应首先进行手术。
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