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依洛尤单抗增强斑块稳定性作用的人工智能辅助光学相干断层成像分析——来自冠状动脉粥样硬化患者薄帽纤维粥样瘤的依洛尤单抗评估的光学相干断层成像(ALTAIR)研究。

Enhanced Plaque Stabilization Effects of Alirocumab - Insights From Artificial Intelligence-Aided Optical Coherence Tomography Analysis of the Alirocumab for Thin-Cap Fibroatheroma in Patients With Coronary Artery Disease Estimated by Optical Coherence Tomography (ALTAIR) Study.

机构信息

Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine.

Biomedical Instrument Institute, School of Biomedical Engineering, Shanghai Jiao Tong University.

出版信息

Circ J. 2024 Oct 25;88(11):1809-1818. doi: 10.1253/circj.CJ-24-0480. Epub 2024 Sep 21.

Abstract

BACKGROUND

Proprotein convertase subtilisin/kexin type 9 inhibitors stabilize vulnerable plaque, reducing cardiovascular events. However, manual optical coherence tomography (OCT) analysis of drug efficacy is challenging because of signal attenuation within lipid plaques.

METHODS AND RESULTS

Twenty-four patients with thin-cap fibroatheroma were prospectively enrolled and randomized to receive alirocumab (75 mg every 2 weeks) plus rosuvastatin (10 mg/day) or rosuvastatin (10 mg/day) alone. OCT images at baseline and 36 weeks were analyzed manually and with artificial intelligence (AI)-aided software. AI-aided OCT analysis showed significantly greater percentage changes in the alirocumab+rosuvastatin vs. rosuvastatin-alone group in fibrous cap thickness (FCT; median [interquartile range] 212.3% [140.5-253.5%] vs. 88.6% [63.0-119.6%]; P=0.006) and lipid volume (median [interquartile range] -30.8% [-51.8%, -16.6%] vs. -2.1% [-21.6%, 4.3%]; P=0.015). Interobserver reproducibility for changes in minimum FCT and lipid index was relatively low for manual analysis (interobserver intraclass correlation coefficient [ICC] 0.780 and 0.499, respectively), but high for AI-aided analysis (interobserver ICC 0.999 and 1.000, respectively). Agreements between manual and AI-aided OCT analyses of FCT and the lipid index were acceptable (concordance correlation coefficients 0.859 and 0.833, respectively).

CONCLUSIONS

AI-aided OCT analysis objectively showed greater plaque stabilization of adding alirocumab to rosuvastatin. Our results highlight the benefits of a fully automated AI-assisted approach for assessing drug efficacy, offering greater objectivity in evaluating serial changes in plaque stability vs. conventional OCT assessment.

摘要

背景

前蛋白转化酶枯草溶菌素/克那霉 9 抑制剂可稳定易损斑块,减少心血管事件。然而,由于脂质斑块内信号衰减,药物疗效的手动光学相干断层扫描(OCT)分析具有挑战性。

方法和结果

前瞻性纳入 24 例薄帽纤维粥样瘤患者,并随机分为接受阿利西尤单抗(每 2 周 75mg)加瑞舒伐他汀(10mg/天)或瑞舒伐他汀(10mg/天)单药治疗。基线和 36 周时行手动和人工智能(AI)辅助 OCT 分析。AI 辅助 OCT 分析显示,与瑞舒伐他汀单药组相比,阿利西尤单抗+瑞舒伐他汀组纤维帽厚度(FCT)的百分比变化显著更大(中位数[四分位距]:212.3%[140.5-253.5%] vs. 88.6%[63.0-119.6%];P=0.006)和脂质体积(中位数[四分位距]:-30.8%[-51.8%,-16.6%] vs. -2.1%[-21.6%,4.3%];P=0.015)。手动分析时,最小 FCT 和脂质指数变化的观察者间可重复性相对较低(观察者内组内相关系数分别为 0.780 和 0.499),但 AI 辅助分析时较高(观察者内 ICC 分别为 0.999 和 1.000)。FCT 和脂质指数的手动和 AI-OCT 分析之间的一致性较好(一致性相关系数分别为 0.859 和 0.833)。

结论

AI 辅助 OCT 分析客观地显示,在瑞舒伐他汀基础上加用阿利西尤单抗可更好地稳定斑块。我们的结果强调了完全自动化 AI 辅助方法在评估药物疗效方面的优势,与传统 OCT 评估相比,该方法在评估斑块稳定性的连续变化方面提供了更大的客观性。

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