Risk-stratified analysis of long-term clinical outcomes and cumulative costs in Finnish patients with recent acute coronary syndrome or coronary revascularization: a 5-year real-world study using electronic health records.

European heart journal open Pub Date : 2024-06-18 eCollection Date: 2024-07-01 DOI:10.1093/ehjopen/oeae049
Minna Oksanen, Jenna Parviainen, Christian Asseburg, Steven Hageman, Tuomas T Rissanen, Annukka Kivelä, Kristian Taipale, Frank Visseren, Janne Martikainen
{"title":"Risk-stratified analysis of long-term clinical outcomes and cumulative costs in Finnish patients with recent acute coronary syndrome or coronary revascularization: a 5-year real-world study using electronic health records.","authors":"Minna Oksanen, Jenna Parviainen, Christian Asseburg, Steven Hageman, Tuomas T Rissanen, Annukka Kivelä, Kristian Taipale, Frank Visseren, Janne Martikainen","doi":"10.1093/ehjopen/oeae049","DOIUrl":null,"url":null,"abstract":"<p><strong>Aims: </strong>Risk assessment is essential in the prevention of cardiovascular disease. In patients with recent acute coronary syndrome (ACS) or coronary revascularization, risk prediction tools, like the European Society of Cardiology guideline recommended SMART-REACH risk score, are increasingly used to predict the risk of recurrent cardiovascular events enabling risk-based personalized prevention. However, little is known about the association between risk stratification and the social and healthcare costs at a population level. This study evaluated the associations between baseline SMART-REACH risk scores, long-term recurrent clinical events, cumulative costs, and post-index event LDL-C goal attainment in patients with recent ACS and/or revascularization.</p><p><strong>Methods and results: </strong>This retrospective study used electronic health records and was conducted in the North Karelia region of Finland. The study cohort included all patients aged 45-85 admitted to a hospital for ACS or who underwent percutaneous coronary intervention or coronary artery bypass surgery between 1 January 2017 and 31 December 2021. Patients were divided into quintiles based on their baseline SMART-REACH risk scores to examine the associations between predicted 5-year scores and selected clinical and economic outcomes. In addition, simple age-based stratification was conducted as a sensitivity analysis. The observed 5-year cumulative incidence of recurrent events ranged from 20% in the lowest to 41% in the highest risk quintile, whereas the corresponding predicted risks ranged from 13% to 51%, and cumulative 5-year mean total costs per patient ranged from 15 827 to 46 182€, respectively. Both monitoring and attainment of low LDL-C values were suboptimal.</p><p><strong>Conclusion: </strong>The use of the SMART-REACH quintiles as a population-level risk stratification tool successfully stratified patients into subgroups with different cumulative numbers of recurrent events and cumulative total costs. However, more research is needed to define clinically and economically optimal threshold values for a population-level stratification.</p>","PeriodicalId":93995,"journal":{"name":"European heart journal open","volume":"4 4","pages":"oeae049"},"PeriodicalIF":0.0000,"publicationDate":"2024-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11234202/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European heart journal open","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/ehjopen/oeae049","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/7/1 0:00:00","PubModel":"eCollection","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Aims: Risk assessment is essential in the prevention of cardiovascular disease. In patients with recent acute coronary syndrome (ACS) or coronary revascularization, risk prediction tools, like the European Society of Cardiology guideline recommended SMART-REACH risk score, are increasingly used to predict the risk of recurrent cardiovascular events enabling risk-based personalized prevention. However, little is known about the association between risk stratification and the social and healthcare costs at a population level. This study evaluated the associations between baseline SMART-REACH risk scores, long-term recurrent clinical events, cumulative costs, and post-index event LDL-C goal attainment in patients with recent ACS and/or revascularization.

Methods and results: This retrospective study used electronic health records and was conducted in the North Karelia region of Finland. The study cohort included all patients aged 45-85 admitted to a hospital for ACS or who underwent percutaneous coronary intervention or coronary artery bypass surgery between 1 January 2017 and 31 December 2021. Patients were divided into quintiles based on their baseline SMART-REACH risk scores to examine the associations between predicted 5-year scores and selected clinical and economic outcomes. In addition, simple age-based stratification was conducted as a sensitivity analysis. The observed 5-year cumulative incidence of recurrent events ranged from 20% in the lowest to 41% in the highest risk quintile, whereas the corresponding predicted risks ranged from 13% to 51%, and cumulative 5-year mean total costs per patient ranged from 15 827 to 46 182€, respectively. Both monitoring and attainment of low LDL-C values were suboptimal.

Conclusion: The use of the SMART-REACH quintiles as a population-level risk stratification tool successfully stratified patients into subgroups with different cumulative numbers of recurrent events and cumulative total costs. However, more research is needed to define clinically and economically optimal threshold values for a population-level stratification.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
芬兰近期急性冠状动脉综合征或冠状动脉血运重建患者长期临床疗效和累积成本的风险分层分析:一项利用电子健康记录进行的为期 5 年的真实世界研究。
目的:风险评估对于预防心血管疾病至关重要。对于近期接受过急性冠状动脉综合征(ACS)或冠状动脉血运重建的患者,风险预测工具(如欧洲心脏病学会指南推荐的 SMART-REACH 风险评分)越来越多地用于预测复发心血管事件的风险,从而实现基于风险的个性化预防。然而,人们对风险分层与人口层面的社会和医疗成本之间的关系知之甚少。本研究评估了近期接受过 ACS 和/或血管再通患者的基线 SMART-REACH 风险评分、长期复发临床事件、累积成本和指数事件后低密度脂蛋白胆固醇目标达成之间的关联:这项回顾性研究使用电子健康记录,在芬兰北卡累利阿地区进行。研究队列包括2017年1月1日至2021年12月31日期间因ACS入院或接受经皮冠状动脉介入治疗或冠状动脉搭桥手术的所有45-85岁患者。根据基线 SMART-REACH 风险评分将患者分为五等分,以检查预测的 5 年评分与选定的临床和经济结果之间的关联。此外,还进行了基于年龄的简单分层作为敏感性分析。观察到的5年累积复发率从最低风险五分位数的20%到最高风险五分位数的41%不等,而相应的预测风险从13%到51%不等,每位患者的5年累积平均总费用分别从15 827欧元到46 182欧元不等。监测和实现低密度脂蛋白胆固醇的低值都不理想:将SMART-REACH五分法作为人群风险分层工具,成功地将患者分成了具有不同复发事件累计数量和累计总费用的亚组。然而,还需要更多的研究来确定人群分层在临床和经济上的最佳阈值。
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 去求助
来源期刊
CiteScore
2.80
自引率
0.00%
发文量
0
期刊最新文献
The acute effect of high-dose supplemental oxygen on haemodynamics assessed by echocardiography in patients with pulmonary vascular disease living in Quito at 2850 m: a randomized, single-blind, placebo-controlled crossover trial. Percutaneous thrombectomy with the FlowTriever for pulmonary embolism with right heart thrombi: a retrospective two centres study. Single high-sensitivity troponin-I for ruling out acute coronary syndrome: a detection limit approach. Beyond the heart: multisystem complications fuelling cardiac dysfunction in myotonic dystrophy type 1. Implementing and evaluating shared decision-making before transcatheter aortic valve implantation with a dedicated pathway and questionnaire.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1