Risk stratification for sudden death in congenital heart disease: bridging evidence, uncertainty, and individual decision-making.

IF 1.9 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS
Current Opinion in Cardiology Pub Date : 2026-01-01 Epub Date: 2025-10-13 DOI:10.1097/HCO.0000000000001265
Paul Khairy, Stephanie Fuentes Rojas, Sewanou Hermann Honfo
{"title":"Risk stratification for sudden death in congenital heart disease: bridging evidence, uncertainty, and individual decision-making.","authors":"Paul Khairy, Stephanie Fuentes Rojas, Sewanou Hermann Honfo","doi":"10.1097/HCO.0000000000001265","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose of review: </strong>Sudden cardiac death (SCD) remains a feared and difficult-to-predict outcome in patients with congenital heart disease (CHD). This review examines the latest evidence in risk stratification, with a focus on limitations of existing models and the mechanistic and statistical complexities that hinder individualized decision-making.</p><p><strong>Recent findings: </strong>New multivariable risk scores for repaired tetralogy of Fallot and systemic right ventricle have improved prognostic resolution. Artificial intelligence-enabled ECG algorithms have shown promise in early identification of high-risk individuals with repaired tetralogy of Fallot. In parallel, three-dimensional cardiac magnetic resonance imaging has been leveraged to delineate arrhythmogenic isthmuses, enhancing substrate-guided interventions. While these tools enhance risk estimation, they require validation specific to the prediction of shockable terminal rhythms, improved interpretability, and integration into individualized decision frameworks.</p><p><strong>Summary: </strong>SCD risk prediction in CHD is evolving toward a multimodal, individualized approach that emphasizes probabilistic reasoning, shared decision-making, and epistemic humility. Although new models and technologies offer incremental gains, they do not eliminate the uncertainty inherent in predicting rare events. The application of population-based tools to individual patients must be interpreted cautiously, recognizing that SCD represents a final common pathway for diverse pathophysiological processes, and that decisions about ICD implantation entail complex trade-offs.</p>","PeriodicalId":55197,"journal":{"name":"Current Opinion in Cardiology","volume":" ","pages":"2-9"},"PeriodicalIF":1.9000,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Opinion in Cardiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/HCO.0000000000001265","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/10/13 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose of review: Sudden cardiac death (SCD) remains a feared and difficult-to-predict outcome in patients with congenital heart disease (CHD). This review examines the latest evidence in risk stratification, with a focus on limitations of existing models and the mechanistic and statistical complexities that hinder individualized decision-making.

Recent findings: New multivariable risk scores for repaired tetralogy of Fallot and systemic right ventricle have improved prognostic resolution. Artificial intelligence-enabled ECG algorithms have shown promise in early identification of high-risk individuals with repaired tetralogy of Fallot. In parallel, three-dimensional cardiac magnetic resonance imaging has been leveraged to delineate arrhythmogenic isthmuses, enhancing substrate-guided interventions. While these tools enhance risk estimation, they require validation specific to the prediction of shockable terminal rhythms, improved interpretability, and integration into individualized decision frameworks.

Summary: SCD risk prediction in CHD is evolving toward a multimodal, individualized approach that emphasizes probabilistic reasoning, shared decision-making, and epistemic humility. Although new models and technologies offer incremental gains, they do not eliminate the uncertainty inherent in predicting rare events. The application of population-based tools to individual patients must be interpreted cautiously, recognizing that SCD represents a final common pathway for diverse pathophysiological processes, and that decisions about ICD implantation entail complex trade-offs.

先天性心脏病猝死的风险分层:连接证据、不确定性和个人决策。
综述目的:心源性猝死(SCD)仍然是先天性心脏病(CHD)患者令人恐惧且难以预测的结局。本综述审查了风险分层的最新证据,重点关注现有模型的局限性以及阻碍个性化决策的机制和统计复杂性。最新发现:修复法洛四联症和系统性右心室的新多变量风险评分改善了预后解决方案。人工智能支持的ECG算法在早期识别修复法洛四联症高危个体方面显示出了希望。与此同时,三维心脏磁共振成像已被用于描绘致心律失常峡部,增强基底引导干预。虽然这些工具增强了风险估计,但它们需要验证特定于可休克末期节律的预测,改进的可解释性,并集成到个性化的决策框架中。总结:冠心病SCD风险预测正朝着多模式、个性化的方法发展,强调概率推理、共同决策和认知谦卑。尽管新的模型和技术提供了增量收益,但它们并不能消除预测罕见事件所固有的不确定性。基于人群的工具在个体患者中的应用必须谨慎解释,认识到SCD代表了多种病理生理过程的最终共同途径,并且关于ICD植入的决定需要复杂的权衡。
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 求助全文
来源期刊
Current Opinion in Cardiology
Current Opinion in Cardiology 医学-心血管系统
CiteScore
4.20
自引率
4.30%
发文量
78
审稿时长
6-12 weeks
期刊介绍: ​​​​​​Current Opinion in Cardiology is a bimonthly publication offering a unique and wide ranging perspective on the key developments in the field. Each issue features hand-picked review articles from our team of expert editors. With fourteen disciplines published across the year – including arrhythmias, molecular genetics, HDL cholesterol and clinical trials – every issue also contains annotated reference detailing the merits of the most important papers.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书