Radial wall strain for residual risk stratification after percutaneous coronary intervention.

IF 9.2 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Jiayue Huang, Shengxian Tu, Haocheng Huang, Simone Fezzi, Jiaxin Zhong, Andreas Baumbach, Zhiqing Wang, Helen Parise, Chunming Li, Lianglong Chen, C Michael Gibson, Alexandra Lansky, William Wijns, On Behalf Of The Target All Comers Investigators
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引用次数: 0

Abstract

Background: Percutaneous coronary intervention effectively treats flow-limiting stenoses; however, untreated non-target vessels with vulnerable plaques remain a major contributor to future adverse cardiovascular events. Plaque strain is a promising marker of plaque vulnerability but traditionally requires complex modelling and expensive intracoronary imaging. We developed a novel artificial intelligence algorithm for subpixel-level lumen delineation, enabling real-time automated assessment of radial wall strain (RWS) from routine angiography.

Aims: This post hoc study sought to determine the prognostic value of RWS for predicting future cardiac events in non-target vessels over 5 years, using the high-quality TARGET All Comers randomised trial.

Methods: This blinded analysis included all 1,551 enrolled patients. Angiographic image quality was independently assessed prior to blinded computation of RWS. A prespecified cutoff value of maximal RWS (RWSmax) ≥13% was used to define increased plaque vulnerability. The primary endpoint was a non-target vessel-oriented composite endpoint (NT-VOCE), a composite of cardiac death, non-target vessel myocardial infarction and non-target vessel revascularisation over 5 years, as prospectively adjudicated in the parent trial. Following blinded RWS analysis, the results were integrated into the trial database, and the outcomes were unblinded and linked to corresponding vessel-level outcomes.

Results: RWS was successfully evaluated in 1,384 non-target vessels from 802 patients. Baseline RWSmax independently predicted the NT-VOCE, with an adjusted hazard ratio (HR) of 4.82 (95% confidence interval [CI]: 3.14-7.40; p<0.0001) and an adjusted area under the curve (AUC) of 0.73 (95% CI: 0.69-0.78; p<0.0001). Predictive accuracy was highest for non-target vessel revascularisation (adjusted AUC 0.92, 95% CI: 0.88-0.95; p<0.0001). In the subgroup with high-quality angiographic images, RWS demonstrated even greater predictive performance for the NT-VOCE (adjusted HR 6.89, 95% CI: 3.15-15.07; p<0.0001).

Conclusions: In this retrospective post hoc analysis, RWS was independently associated with long-term adverse events in deferred non-target vessels, with its prognostic value most evident for subsequent non-target vessel revascularisation. Elevated baseline RWSmax was strongly associated with the NT-VOCE, with the highest predictive accuracy in vessels with high-quality angiographic imaging. Ongoing and planned prospective, randomised trials are evaluating the role of RWS-guided risk stratification.

桡动脉壁应变对经皮冠状动脉介入术后残留危险分层的影响。
背景:经皮冠状动脉介入治疗可有效治疗局限性狭窄;然而,未经治疗的非靶血管易损斑块仍然是未来不良心血管事件的主要因素。斑块应变是一种很有前途的斑块易损性标志物,但传统上需要复杂的建模和昂贵的冠状动脉内成像。我们开发了一种用于亚像素级管腔描绘的新型人工智能算法,能够实时自动评估常规血管造影的径向壁应变(RWS)。目的:本事后研究旨在通过高质量的TARGET所有受试者随机试验,确定RWS在5年内预测非靶血管未来心脏事件的预后价值。方法:盲法分析纳入1551例入组患者。在盲法计算RWS之前,独立评估血管造影图像质量。预先设定的最大RWS (RWSmax)临界值≥13%用于定义斑块易损性增加。主要终点是非靶血管导向的复合终点(NT-VOCE),即5年内心脏性死亡、非靶血管心肌梗死和非靶血管重建的复合终点,在母试验中进行了前瞻性判定。在盲法RWS分析后,结果被整合到试验数据库中,结果被去盲并与相应的血管水平结果相关联。结果:802例患者的1384条非靶血管成功评估了RWS。基线RWSmax独立预测NT-VOCE,调整后的风险比(HR)为4.82(95%可信区间[CI]: 3.14-7.40)。结论:在这项回顾性事后分析中,RWS与延迟非靶血管的长期不良事件独立相关,其预后价值在随后的非靶血管重建中最为明显。基线RWSmax升高与NT-VOCE密切相关,在具有高质量血管造影成像的血管中具有最高的预测准确性。正在进行的和计划中的前瞻性随机试验正在评估rws引导的风险分层的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Eurointervention
Eurointervention CARDIAC & CARDIOVASCULAR SYSTEMS-
CiteScore
10.30
自引率
4.80%
发文量
380
审稿时长
3-8 weeks
期刊介绍: EuroIntervention Journal is an international, English language, peer-reviewed journal whose aim is to create a community of high quality research and education in the field of percutaneous and surgical cardiovascular interventions.
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