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冠状动脉斑块形态的定量成像生物标志物:来自EVAPORATE研究的见解

Quantitative imaging biomarkers of coronary plaque morphology: insights from EVAPORATE.

作者信息

Buckler Andrew J, Doros Gheorghe, Kinninger April, Lakshmanan Suvasini, Le Viet T, Libby Peter, May Heidi T, Muhlestein Joseph B, Nelson John R, Nicolaou Anna, Roy Sion K, Shaikh Kashif, Shekar Chandana, Tayek John A, Zheng Luke, Bhatt Deepak L, Budoff Matthew J

机构信息

Department of Molecular Medicine, Karolinska Institutet, Stockholm, Sweden.

Elucid Bioimaging Inc., Boston, MA, United States.

出版信息

Front Cardiovasc Med. 2023 Aug 3;10:1204071. doi: 10.3389/fcvm.2023.1204071. eCollection 2023.

Abstract

AIMS

Residual cardiovascular risk persists despite statin therapy. In REDUCE-IT, icosapent ethyl (IPE) reduced total events, but the mechanisms of benefit are not fully understood. EVAPORATE evaluated the effects of IPE on plaque characteristics by coronary computed tomography angiography (CCTA). Given the conclusion that the IPE-treated patients demonstrate that plaque burden decreases has already been published in the primary study analysis, we aimed to demonstrate whether the use of an analytic technique defined and validated in histological terms could extend the primary study in terms of whether such changes could be reliably seen in less time on drug, at the individual (rather than only at the cohort) level, or both, as neither of these were established by the primary study result.

METHODS AND RESULTS

EVAPORATE randomized the patients to IPE 4 g/day or placebo. Plaque morphology, including lipid-rich necrotic core (LRNC), fibrous cap thickness, and intraplaque hemorrhage (IPH), was assessed using the ElucidVivo® (Elucid Bioimaging Inc.) on CCTA. The changes in plaque morphology between the treatment groups were analyzed. A neural network to predict treatment assignment was used to infer patient representation that encodes significant morphological changes. Fifty-five patients completed the 18-month visit in EVAPORATE with interpretable images at each of the three time points. The decrease of LRNC between the patients on IPE vs. placebo at 9 months (reduction of 2 mm vs. an increase of 41 mm,  = 0.008), widening at 18 months (6 mm vs. 58 mm increase,  = 0.015) were observed. While not statistically significant on a univariable basis, reductions in wall thickness and increases in cap thickness motivated multivariable modeling on an individual patient basis. The per-patient response assessment was possible using a multivariable model of lipid-rich phenotype at the 9-month follow-up,  < 0.01 (sustained at 18 months), generalizing well to a validation cohort.

CONCLUSION

Plaques in the IPE-treated patients acquired more characteristics of stability. Reliable assessment using histologically validated analysis of individual response is possible at 9 months, with sustained stabilization at 18 months, providing a quantitative basis to elucidate drug mechanism and assess individual patient response.

摘要

目的

尽管使用了他汀类药物治疗,但心血管残留风险仍然存在。在REDUCE - IT研究中,二十碳五烯酸乙酯(IPE)降低了总体事件发生率,但其获益机制尚未完全明确。EVAPORATE研究通过冠状动脉计算机断层扫描血管造影(CCTA)评估了IPE对斑块特征的影响。鉴于IPE治疗患者斑块负荷降低这一结论已在主要研究分析中发表,我们旨在证明,使用一种在组织学方面定义并验证的分析技术,能否在药物治疗时间更短、个体(而非仅在队列)水平上,或两者兼而有之的情况下,可靠地观察到这种变化,因为主要研究结果并未确定这些情况。

方法与结果

EVAPORATE研究将患者随机分为接受4克/天IPE治疗组或安慰剂组。使用ElucidVivo®(Elucid生物成像公司)在CCTA上评估斑块形态,包括富含脂质的坏死核心(LRNC)、纤维帽厚度和斑块内出血(IPH)。分析了治疗组之间斑块形态的变化。使用预测治疗分配的神经网络来推断编码显著形态变化的患者特征。55例患者完成了EVAPORATE研究中的18个月访视,在三个时间点的每一个都有可解释的图像。观察到在9个月时,接受IPE治疗的患者与接受安慰剂治疗的患者相比,LRNC减少(减少2毫米,而安慰剂组增加41毫米,P = 0.008),在18个月时增宽(分别增加6毫米和58毫米,P = 0.015)。虽然在单变量分析中无统计学意义,但壁厚的减少和帽厚度的增加促使在个体患者基础上进行多变量建模。在9个月随访时,使用富含脂质表型的多变量模型可以对每位患者进行反应评估,P < 0.01(在18个月时持续存在),并能很好地推广到验证队列。

结论

接受IPE治疗患者的斑块获得了更多稳定性特征。在9个月时可以使用经组织学验证的个体反应分析进行可靠评估,在18个月时持续稳定,为阐明药物机制和评估个体患者反应提供了定量依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4c90/10435977/fceeae83af7a/fcvm-10-1204071-g001.jpg

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