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通过人工智能斑块分析量化的冠状动脉斑块特征:来自美国多民族无症状人群的见解。

Coronary plaque characteristics quantified by artificial intelligence-enabled plaque analysis: Insights from a multi-ethnic asymptomatic US population.

作者信息

Tomasino Guadalupe Flores, Park Caroline, Grodecki Kajetan, Geers Jolien, Han Donghee, Lin Andrew, Kuronuma Keiichiro, Manral Nipun, Xing Emily, Gransar Heidi, Cadet Sebastien, Rozanski Alan, Slomka Piotr J, Williams Michelle, Berman Daniel S, Dey Damini

机构信息

Departments of Biomedical Sciences and Medicine, and Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA.

Division of Cardiology, Cedars-Sinai Medical Center, The Smidt Heart Institute, Los Angeles, CA, USA.

出版信息

Am J Prev Cardiol. 2025 Jan 9;21:100929. doi: 10.1016/j.ajpc.2025.100929. eCollection 2025 Mar.

Abstract

BACKGROUND

Ethnic differences in coronary atherosclerosis remain to be fully elucidated. We aimed to assess quantitative plaque characteristics from coronary CT Angiography (CCTA) in relation to ethnicity and cardiovascular risk factors in a multi-ethnic asymptomatic US population.

METHODS

This cross-sectional study retrospectively evaluated 388 asymptomatic patients selected from a prospective CCTA registry. A total of 194 patients from ethnic minority groups (Asian, African American, and Hispanic) were matched by age, sex, and cardiovascular risk factors to 194 White patients. Quantitative plaque volumes-including total plaque, non-calcified plaque, low-attenuation non-calcified plaque (<30 Hounsfield Units [HU]), and calcified plaque-were measured using artificial intelligence-enabled software. Pericoronary adipose tissue attenuation (PCAT) was also assessed and reported in Hounsfield Units (HU).

RESULTS

The total study population included 388 patients (age 59.9±11.7 years, 68% male), of which 63% had coronary atherosclerosis with total plaque volumes of 149[IQR 50-438] mm, driven predominantly by non-calcified plaque (122, IQR 27-369) mm. Men presented higher volumes of all plaque components compared to women (P<0.05). In multivariable analysis adjusted for cardiovascular risk factors, only African American patients were associated with lower total plaque (β=-89.2, P=0.036), calcified (β=-26.1, P=0.015), and non-calcified plaque volumes (β=-62.7, P=0.022). African American patients were also associated with higher PCAT (β=5.8, P<0.001), along with family history of coronary artery disease (β=2.1, P=0.04).

CONCLUSIONS

Our study showed a uniformly high prevalence of atherosclerosis in this asymptomatic cohort, with lower plaque volumes of all sub-components in women. African American patients were associated with lower quantitative plaque volumes (total, non-calcified and calcified) but with higher PCAT compared to White patients; with no significant differences observed among other ethnic minorities.

摘要

背景

冠状动脉粥样硬化的种族差异仍有待充分阐明。我们旨在评估美国多民族无症状人群中,冠状动脉CT血管造影(CCTA)的定量斑块特征与种族和心血管危险因素之间的关系。

方法

这项横断面研究回顾性评估了从一项前瞻性CCTA登记中选取的388例无症状患者。总共194例少数民族患者(亚洲人、非裔美国人和西班牙裔)按照年龄、性别和心血管危险因素与194例白人患者进行匹配。使用人工智能软件测量定量斑块体积,包括总斑块、非钙化斑块、低衰减非钙化斑块(<30亨氏单位[HU])和钙化斑块。还评估了冠状动脉周围脂肪组织衰减(PCAT),并以亨氏单位(HU)报告。

结果

研究总人群包括388例患者(年龄59.9±11.7岁,68%为男性),其中63%患有冠状动脉粥样硬化,总斑块体积为149[四分位间距50 - 438]mm,主要由非钙化斑块(122,四分位间距27 - 369)mm驱动。与女性相比,男性所有斑块成分的体积更高(P<0.05)。在针对心血管危险因素进行调整的多变量分析中,只有非裔美国患者的总斑块(β=-89.2,P=0.036)、钙化斑块(β=-26.1,P=0.015)和非钙化斑块体积较低(β=-62.7,P=0.022)。非裔美国患者还与较高的PCAT(β=5.8,P<0.001)以及冠状动脉疾病家族史(β=2.1,P=0.04)相关。

结论

我们的研究表明,在这个无症状队列中,动脉粥样硬化的患病率普遍较高,女性所有亚成分的斑块体积较低。与白人患者相比,非裔美国患者的定量斑块体积(总斑块、非钙化斑块和钙化斑块)较低,但PCAT较高;其他少数民族之间未观察到显著差异。

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