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Role of Passive Leg Raise Stress Echocardiography in Latent Stiff Left Atrial Syndrome. 被动腿抬高应激超声心动图在潜伏性左心房僵硬综合征中的作用。
IF 7 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-01 Epub Date: 2025-08-06 DOI: 10.1161/CIRCIMAGING.125.018662
Michito Murayama, Hiroyuki Iwano, Satonori Tsuneta, Noriyuki Otsuka, Makoto Kambayashi, Yui Shimono, Yoji Tamaki, Suguru Ishizaka, Shinobu Yokoyama, Hisao Nishino, Sanae Kaga, Toshiyuki Nagai, Toshihisa Anzai
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引用次数: 0
Prognostic Utility of Quantitative Perfusion PET in Patients With Prior CABG: Incremental Value of Myocardial Flow Reserve and Coronary Vascular Resistance. 定量灌注PET在冠脉搭桥患者中的预后价值:心肌血流储备和冠状动脉血管阻力的增量值。
IF 7 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-01 Epub Date: 2025-10-27 DOI: 10.1161/CIRCIMAGING.125.018204
Yoshito Kadoya, Edgar Da Silva, Lulwa A AlTakroni, Nuha Hejji, Kevin E Boczar, Benjamin J W Chow, Robert A deKemp, Terrence D Ruddy, Rob S Beanlands, Gary R Small

Background: The prognostic utility of quantitative positron emission tomography (PET) with myocardial blood flow (MBF) measurements in patients with prior coronary artery bypass grafting remains unestablished. We evaluated PET-derived myocardial flow reserve (MFR) and coronary vascular resistance (CVR) for risk stratification in patients who have undergone coronary artery pass grafting.

Methods: This retrospective study included consecutive patients undergoing Rubidium-82 PET myocardial perfusion imaging between May 2017 and November 2023. MFR and CVR were defined as the ratio of stress to rest myocardial blood flow and mean arterial pressure divided by stress myocardial blood flow, respectively. The primary end point was major adverse cardiovascular events (MACE), defined as a composite of cardiac mortality and nonfatal myocardial infarction. The secondary end point (expanded MACE) included MACE plus hospitalization for unstable angina or heart failure. Associations were assessed using multivariable Cox proportional hazards models after adjusting for clinical variables and PET parameters.

Results: A total of 556 patients (median age 72 years, 79% male) were included. Over a median follow-up of 676 (482-1077) days, 39 patients (7.0%) experienced MACE, and 74 (13.3%) experienced expanded MACE. Receiver operating characteristic analysis identified optimal cutoff values of 2.05 for MFR and 66.4 mm Hg·min·g/mL for CVR. Impaired MFR and CVR were each significantly associated with increased rates of MACE and expanded MACE (all P<0.001). Stratification by combined MFR and CVR status demonstrated significant differences in event rates across groups (all P<0.001). In multivariable analysis, MFR (≤2.05), CVR (≥66.4 mm Hg·min·g/mL), and their combination were all independently associated with MACE, with adjusted hazard ratio of 2.954 ([95% CI, 1.287-6.780]; P=0.011), 2.356 ([95% CI, 1.075-5.161]; P=0.032), and 5.437 ([95% CI, 2.700-10.950]: P<0.001), respectively.

Conclusions: PET-derived MFR and CVR provide independent and incremental prognostic value in coronary artery bypass grafting patients, enhancing risk stratification beyond conventional perfusion and function parameters.

背景:定量正电子发射断层扫描(PET)与心肌血流量(MBF)测量在冠状动脉搭桥术患者中的预后应用尚不明确。我们评估了pet衍生心肌血流储备(MFR)和冠状动脉血管阻力(CVR)在冠状动脉搭桥术患者中的风险分层。方法:本回顾性研究纳入2017年5月至2023年11月连续接受铷-82 PET心肌灌注显像的患者。MFR和CVR分别定义为应激与静息心肌血流量之比和平均动脉压除以应激心肌血流量。主要终点是主要不良心血管事件(MACE),定义为心脏死亡率和非致死性心肌梗死的组合。次要终点(扩大的MACE)包括MACE加上不稳定心绞痛或心力衰竭的住院治疗。在调整临床变量和PET参数后,使用多变量Cox比例风险模型评估相关性。结果:共纳入556例患者,中位年龄72岁,79%为男性。在676(482-1077)天的中位随访中,39例(7.0%)患者经历了MACE, 74例(13.3%)患者经历了扩大的MACE。受试者工作特征分析确定MFR的最佳截止值为2.05,CVR的最佳截止值为66.4 mm Hg·min·g/mL。MFR和CVR受损分别与MACE和MACE扩大率升高显著相关(均PPP=0.011)、2.356 ([95% CI, 1.075-5.161]; P=0.032)和5.437 ([95% CI, 2.700-10.950])。结论:pet衍生的MFR和CVR在冠状动脉搭桥术患者中提供了独立且递增的预后价值,在常规灌注和功能参数之外增强了风险分层。
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引用次数: 0
Cardiac Ventricular Hinge Point LGE Is Highly Prevalent and Sex-Dependent in ELITE Athletes. 心脏心室铰链点LGE在精英运动员中高度普遍且性别依赖。
IF 7 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-01 Epub Date: 2025-10-08 DOI: 10.1161/CIRCIMAGING.124.017765
Sjoerd M Verwijs, Juliette C Van Hattum, Joëlle J N Daems, S Matthijs Boekholdt, R Nils Planken, Maarten Groenink, Adrienne van Randen, Raschel D van Luijk, Jules L Nelissen, Maarten H Moen, Birgitta K Velthuis, Yigal M Pinto, Arthur A M Wilde, Niek H J Prakken, Harald T Jørstad

Background: Myocardial late gadolinium enhancement (LGE) using cardiac magnetic resonance imaging has been described in older endurance athletes, particularly at the ventricular hinge point. However, data on young, elite athletes are lacking. We therefore quantified the prevalence of hinge point LGE (HP-LGE) in young elite-level athletes.

Methods: We investigated 309 (40% women; median age 25.1 [21.9-29.5] years) asymptomatic athletes included in the ELITE prospective cohort (Evaluation of Lifetime Participation in Intensive Top-level Sports and Exercise cohort), investigating cardiovascular screenings of elite (national-, international-, Olympic-, or Paralympic-) level athletes, including cardiac magnetic resonance imaging with short-axis cine imaging, LGE, and T1-mapping.

Results: A total of 124 (40%) athletes had HP-LGE, with a higher prevalence in men compared with women (47% versus 30%; P=0.004). When indexed for body surface area, athletes with HP-LGE had greater left ventricle end-systolic volumes (53±11 mL/m² versus 51±11 mL/m²; P=0.037), right ventricle end-systolic volumes (56±12 mL/m² versus 53±11 mL/m²; P=0.020), lower left ventricle ejection fraction (55.5±5.0% versus 56.7±4.6%; P=0.035), lower right ventricle ejection fraction (53.9±5.0% versus 55.2±4.4%; P=0.021), and smaller estimated global left ventricle extracellular volumes (24.45±2.52% versus 25.27±2.59%; P=0.015). In multivariable regression analyses, male sex was strongly associated with HP-LGE (odds ratio, 3.07 [95% CI, 1.32-7.32]; P=0.010).

Conclusions: HP-LGE is a common finding in asymptomatic, elite athletes and is strongly associated with sex. Lower left ventricle ejection fraction is moderately associated with HP-LGE. Our study's HP-LGE prevalence indicates that HP-LGE should be interpreted as a feature of the athlete's heart.

背景:心肌磁共振成像晚期钆增强(LGE)在老年耐力运动员中有报道,特别是在心室铰链点。然而,关于年轻、优秀运动员的数据缺乏。因此,我们量化了年轻精英运动员中铰链点LGE (HP-LGE)的患病率。方法:我们调查了309名(40%为女性,中位年龄25.1[21.9-29.5]岁)纳入“ELITE”前瞻性队列(评价终身参与高强度顶级运动和锻炼队列)的无症状运动员,调查了精英(国家、国际、奥运会或残奥会)水平运动员的心血管筛查,包括心脏磁共振短轴电影成像、LGE和t1制图。结果:共有124名(40%)运动员患有HP-LGE,男性的患病率高于女性(47%比30%,P=0.004)。当以体表面积为指标时,HP-LGE运动员的左心室收缩期末容积(53±11 mL/m²比51±11 mL/m²,P=0.037)、右心室收缩期末容积(56±12 mL/m²比53±11 mL/m²,P=0.020)、左心室下射血分数(55.5±5.0%比56.7±4.6%,P=0.035)、右心室下射血分数(53.9±5.0%比55.2±4.4%,P=0.021)和左心室整体细胞外体积较小(24.45±2.52%比25.27±2.59%,P=0.015)。在多变量回归分析中,男性与HP-LGE密切相关(优势比3.07 [95% CI, 1.32-7.32]; P=0.010)。结论:HP-LGE在无症状的优秀运动员中是一种常见的发现,并且与性别密切相关。左心室下射血分数与HP-LGE中度相关。我们研究的HP-LGE患病率表明HP-LGE应该被解释为运动员心脏的一个特征。
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引用次数: 0
2025 ACC/AHA/ASE/ASNC/SCCT/SCMR Advanced Training Statement on Advanced Cardiovascular Imaging: A Report of the ACC Competency Management Committee. 2025 ACC/AHA/ASE/ASNC/SCCT/SCMR高级心血管成像高级培训声明:ACC能力管理委员会报告
IF 7 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-01 Epub Date: 2025-11-18 DOI: 10.1161/HCI.0000000000000088
Lauren A Baldassarre, Lisa A Mendes, Ron Blankstein, Rebecca T Hahn, Amit R Patel, Raymond Russell, Suhny Abbara, Shawn M Ahmad, Mary Beth Brady, Renee P Bullock-Palmer, João L Cavalcante, Panithaya Chareonthaitawee, Tiffany Chen, Daniel E Clark, Darcy Green Conaway, Melissa A Daubert, Jennifer Day, Marcelo F Di Carli, Patrycja Galazka, Cesia Gallegos-Kattán, Howard Herrmann, Edwin C Ho, Christine L Jellis, Viet T Le, Penelope C Lema, Diana E Litmanovich, Stephen H Little, Jennifer E Liu, Juan C Lopez-Mattei, Alan B Lumsden, S Chris Malaisrie, Rowlens M Melduni, Koen Nieman, Sara Nikravan, Karen G Ordovas, Purvi Parwani, Krishna K Patel, Dawn R Phoubandith, Lynn R Punnoose, Frank J Rybicki, William F Sensakovic, Michael D Shapiro, Brett W Sperry, David Spragg, Matthew S Tong, Esther Vogel-Bass, Annabelle Santos Volgman, Anam Waheed, Gaby Weissman, Bryan J Wells
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引用次数: 0
Shape Variations in Right Ventricular 3D Geometry Are Associated With Adverse Outcomes in Hypoplastic Left Heart Syndrome Patients: A Fontan Outcomes Registry Using CMR Examinations (FORCE) Study. 左心发育不全综合征患者左心室三维几何形状变化与不良预后相关:一项使用CMR检查(FORCE)的Fontan结果登记研究。
IF 7 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-01 Epub Date: 2025-11-05 DOI: 10.1161/CIRCIMAGING.125.018455
Yue-Hin Loke, Ryan O'Hara, Jacqueline Contento, Nicole Marella, Sarah Kollar, Ravi Vegulla, Susana Gaviria, Rittal Mehta, Elias Balaras, Alix Fetch, Yves d'Udekem, Tarek Alsaied, Laura Olivieri, Uyen Truong, Syed Anwar, Rahul H Rathod, Francesco Capuano

Background: Assessment of the systemic right ventricle (RV) is critical for patients with hypoplastic left heart syndrome (HLHS). Traditional imaging metrics fail to capture the RV's complex geometry and remodeling in HLHS, limiting risk stratification. We aimed to apply statistical shape modeling to a large multicenter cohort of cardiac magnetic resonance data sets to define RV shape variants and evaluate associations with clinical outcomes.

Methods: Cardiac magnetic resonance from the FORCE (Fontan Outcomes Registry Using CMR Examinations) was analyzed for patients with HLHS post-Fontan. Three-dimensional RV models were segmented at end-diastole and processed using statistical shape modeling (ShapeWorks). Shape modes were extracted via principal component analysis and correlated with RV function, tricuspid regurgitation, remnant left ventricular morphology, and clinical outcomes, including mortality, transplant, and a composite adverse outcome including heart failure.

Results: The mean RV shape template of 329 patients with HLHS (mean age, 14.7±6.3 years) depicted a circumferentially dilated RV with loss of septal concavity. RV end-diastolic volume was independently associated with composite adverse outcome (odds ratio, 6.50; P=0.001). Distinct shape modes were identified, including an apical bulge phenotype that was independently associated with composite adverse outcome (odds ratio, 2.45; P=0.047) and mortality/transplant (odds ratio, 4.24; P=0.004). This variant also correlated with RV dilation, hypertrophy, and impaired regional strain. A spheroidal shape was associated with ≥moderate tricuspid regurgitation and tricuspid annular dilation. Remnant left ventricular morphology influenced RV shape and function but not transplant-free survival.

Conclusions: Our statistical shape modeling analyses provide novel insights into RV geometric remodeling in HLHS and identify specific shape phenotypes associated with dysfunction and adverse outcomes. Shape-based metrics offer additive prognostic value beyond conventional volumetric analysis, with potential implications for risk stratification and surgical decision-making in single-ventricle physiology.

背景:评估系统性右心室(RV)对左心发育不全综合征(HLHS)患者至关重要。传统的成像指标无法捕捉HLHS中RV的复杂几何形状和重塑,限制了风险分层。我们的目的是将统计形状建模应用于大型多中心心脏磁共振数据集队列,以定义RV形状变异并评估其与临床结果的关联。方法:对Fontan后HLHS患者进行FORCE (Fontan Outcomes Registry Using CMR检查)的心脏磁共振分析。在舒张末期对三维右心室模型进行分割,并使用统计形状建模软件(ShapeWorks)进行处理。形状模式通过主成分分析提取,并与右心室功能、三尖瓣反流、剩余左心室形态和临床结果相关,包括死亡率、移植和包括心力衰竭在内的复合不良结局。结果:329例HLHS患者(平均年龄14.7±6.3岁)的右心室形状模板显示右心室周向扩张,室间隔凹性丧失。右心室舒张末期容积与综合不良结局独立相关(优势比为6.50;P=0.001)。发现了不同的形状模式,包括与复合不良结果独立相关的根尖隆起表型(优势比,2.45;P=0.047)和死亡率/移植(优势比,4.24;P=0.004)。这种变异也与右心室扩张、肥大和局部应变受损相关。球体形状与≥中度三尖瓣反流和三尖瓣环扩张相关。残余左心室形态影响右心室形状和功能,但不影响无移植生存。结论:我们的统计形状建模分析为HLHS的RV几何重塑提供了新的见解,并确定了与功能障碍和不良后果相关的特定形状表型。基于形状的指标比传统的容量分析提供了附加的预后价值,对单心室生理学的风险分层和手术决策具有潜在的意义。
{"title":"Shape Variations in Right Ventricular 3D Geometry Are Associated With Adverse Outcomes in Hypoplastic Left Heart Syndrome Patients: A Fontan Outcomes Registry Using CMR Examinations (FORCE) Study.","authors":"Yue-Hin Loke, Ryan O'Hara, Jacqueline Contento, Nicole Marella, Sarah Kollar, Ravi Vegulla, Susana Gaviria, Rittal Mehta, Elias Balaras, Alix Fetch, Yves d'Udekem, Tarek Alsaied, Laura Olivieri, Uyen Truong, Syed Anwar, Rahul H Rathod, Francesco Capuano","doi":"10.1161/CIRCIMAGING.125.018455","DOIUrl":"10.1161/CIRCIMAGING.125.018455","url":null,"abstract":"<p><strong>Background: </strong>Assessment of the systemic right ventricle (RV) is critical for patients with hypoplastic left heart syndrome (HLHS). Traditional imaging metrics fail to capture the RV's complex geometry and remodeling in HLHS, limiting risk stratification. We aimed to apply statistical shape modeling to a large multicenter cohort of cardiac magnetic resonance data sets to define RV shape variants and evaluate associations with clinical outcomes.</p><p><strong>Methods: </strong>Cardiac magnetic resonance from the FORCE (Fontan Outcomes Registry Using CMR Examinations) was analyzed for patients with HLHS post-Fontan. Three-dimensional RV models were segmented at end-diastole and processed using statistical shape modeling (ShapeWorks). Shape modes were extracted via principal component analysis and correlated with RV function, tricuspid regurgitation, remnant left ventricular morphology, and clinical outcomes, including mortality, transplant, and a composite adverse outcome including heart failure.</p><p><strong>Results: </strong>The mean RV shape template of 329 patients with HLHS (mean age, 14.7±6.3 years) depicted a circumferentially dilated RV with loss of septal concavity. RV end-diastolic volume was independently associated with composite adverse outcome (odds ratio, 6.50; <i>P</i>=0.001). Distinct shape modes were identified, including an apical bulge phenotype that was independently associated with composite adverse outcome (odds ratio, 2.45; <i>P</i>=0.047) and mortality/transplant (odds ratio, 4.24; <i>P</i>=0.004). This variant also correlated with RV dilation, hypertrophy, and impaired regional strain. A spheroidal shape was associated with ≥moderate tricuspid regurgitation and tricuspid annular dilation. Remnant left ventricular morphology influenced RV shape and function but not transplant-free survival.</p><p><strong>Conclusions: </strong>Our statistical shape modeling analyses provide novel insights into RV geometric remodeling in HLHS and identify specific shape phenotypes associated with dysfunction and adverse outcomes. Shape-based metrics offer additive prognostic value beyond conventional volumetric analysis, with potential implications for risk stratification and surgical decision-making in single-ventricle physiology.</p>","PeriodicalId":10202,"journal":{"name":"Circulation: Cardiovascular Imaging","volume":" ","pages":"e018455"},"PeriodicalIF":7.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145444166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Healthy Training Versus Unhinged Straining: A Cautionary Tale. 健康训练与精神错乱训练:一个警世故事。
IF 7 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-01 Epub Date: 2025-11-17 DOI: 10.1161/CIRCIMAGING.125.019134
Thiago Quinaglia, Jose Roberto Matos-Souza
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引用次数: 0
Myocardial Perfusion Imaging in Patients After Coronary Artery Bypass Grafting: Should We Go With the Flow? 冠状动脉搭桥术后心肌灌注成像:我们应该随波逐流吗?
IF 7 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-01 Epub Date: 2025-12-02 DOI: 10.1161/CIRCIMAGING.125.019207
Fabien Hyafil, Nidaa Mikail
{"title":"Myocardial Perfusion Imaging in Patients After Coronary Artery Bypass Grafting: Should We Go With the Flow?","authors":"Fabien Hyafil, Nidaa Mikail","doi":"10.1161/CIRCIMAGING.125.019207","DOIUrl":"10.1161/CIRCIMAGING.125.019207","url":null,"abstract":"","PeriodicalId":10202,"journal":{"name":"Circulation: Cardiovascular Imaging","volume":" ","pages":"e019207"},"PeriodicalIF":7.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145653714","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning Model for Atherosclerosis Evaluation and Cardiovascular Risk Prediction Based on Coronary CT Angiography-Analysis From the CREATION Registry. 基于冠状动脉CT血管造影的动脉粥样硬化评估和心血管风险预测的机器学习模型——来自CREATION注册表的分析。
IF 7 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-01 Epub Date: 2025-11-21 DOI: 10.1161/CIRCIMAGING.125.018443
Ying Song, Na Xu, Jianan Zheng, Sida Jia, Cheng Cui, Yin Zhang, Lijian Gao, Zhan Gao, Jue Chen, Lei Song, Jinqing Yuan, Bin Lu, Zhi-Hui Hou

Background: Current atherosclerotic cardiovascular disease risk prediction tools based on traditional risk factors and the coronary artery calcium score have limitations.

Methods: The CREATION study includes patients with suspected coronary artery disease who underwent coronary computed tomography angiography (CCTA) at Fuwai Hospital between 2016 and 2019. The primary outcome was major adverse cardiac events defined as a composite end point of all-cause death, acute myocardial infarction, coronary revascularization, or stroke. Six machine learning survival models were used to create an atherosclerotic cardiovascular disease prediction model.

Results: Overall, 8431 participants with analyzable CCTA data were included with a median follow-up of 3.68 years, and 319 major adverse cardiac events (3.8%) occurred (mean age: 54.73±10.21 years, 48.2% were male, 50.9% with symptomatic chest pain). Among 6 machine learning models trained with 48 CCTA parameters, XGBoost showed the best performance and was selected for model development. In the training cohort (n=5901, 70%), the XGBoost model significantly outperformed the clinical risk factors and coronary artery calcium score model (area under the curve, 0.903 versus 0.830; P<0.001). Testing cohort showed similar performance (area under the curve, 0.899 versus 0.753; P<0.001). The CCTA model demonstrates consistent predictive performance across sex (female or male), onset-age (early onset or late-onset), and symptom (asymptomatic or symptomatic) subgroup analysis. The final CCTA model included diameter stenosis, lipid plaque burden and volume, total plaque volume, high-risk plaque, and vessel volume as the most important features. Lipid plaque burden was most strongly associated with major adverse cardiac event (adjusted hazard ratio per 5% increase: 2.524 [95% CI, 2.157-2.996]; P<0.001). The incremental value of machine learning CCTA features was consistent across different time points throughout the 1- to 5-year follow-up period. The findings remained unchanged when restricted to a secondary composite end point (death, myocardial infarction, or stroke).

Conclusions: The machine learning model incorporating CCTA plaque quantification, characterization, and stenosis assessment significantly enhanced the predictive capacity for major adverse cardiac events. It provides direct visualization of coronary atherosclerosis and outperforms the traditional risk factors and the coronary artery calcium score model recommended in clinical practice.

背景:目前基于传统危险因素和冠状动脉钙评分的ASCVD风险预测工具存在局限性。方法:CREATION研究纳入2016年至2019年在阜外医院行冠状动脉ct血管造影(CCTA)的疑似冠状动脉疾病患者。主要终点为主要心脏不良事件,定义为全因死亡、急性心肌梗死、冠状动脉血运重建术或中风的复合终点。使用6个机器学习生存模型建立ASCVD预测模型。结果:总体而言,8431名具有可分析CCTA数据的参与者被纳入,中位随访时间为3.68年,发生了319例主要心脏不良事件(3.8%)(平均年龄:54.73±10.21岁,48.2%为男性,50.9%有症状性胸痛)。在使用48个CCTA参数训练的6个机器学习模型中,XGBoost表现最好,被选中进行模型开发。在训练队列中(n=5901, 70%), XGBoost模型显著优于临床危险因素和冠状动脉钙评分模型(曲线下面积,0.903 vs 0.830)。结论:结合CCTA斑块量化、表征和狭窄评估的机器学习模型显著增强了对主要心脏不良事件的预测能力。它提供了冠状动脉粥样硬化的直接可视化,优于传统的危险因素和临床推荐的冠状动脉钙评分模型。
{"title":"Machine Learning Model for Atherosclerosis Evaluation and Cardiovascular Risk Prediction Based on Coronary CT Angiography-Analysis From the CREATION Registry.","authors":"Ying Song, Na Xu, Jianan Zheng, Sida Jia, Cheng Cui, Yin Zhang, Lijian Gao, Zhan Gao, Jue Chen, Lei Song, Jinqing Yuan, Bin Lu, Zhi-Hui Hou","doi":"10.1161/CIRCIMAGING.125.018443","DOIUrl":"10.1161/CIRCIMAGING.125.018443","url":null,"abstract":"<p><strong>Background: </strong>Current atherosclerotic cardiovascular disease risk prediction tools based on traditional risk factors and the coronary artery calcium score have limitations.</p><p><strong>Methods: </strong>The CREATION study includes patients with suspected coronary artery disease who underwent coronary computed tomography angiography (CCTA) at Fuwai Hospital between 2016 and 2019. The primary outcome was major adverse cardiac events defined as a composite end point of all-cause death, acute myocardial infarction, coronary revascularization, or stroke. Six machine learning survival models were used to create an atherosclerotic cardiovascular disease prediction model.</p><p><strong>Results: </strong>Overall, 8431 participants with analyzable CCTA data were included with a median follow-up of 3.68 years, and 319 major adverse cardiac events (3.8%) occurred (mean age: 54.73±10.21 years, 48.2% were male, 50.9% with symptomatic chest pain). Among 6 machine learning models trained with 48 CCTA parameters, XGBoost showed the best performance and was selected for model development. In the training cohort (n=5901, 70%), the XGBoost model significantly outperformed the clinical risk factors and coronary artery calcium score model (area under the curve, 0.903 versus 0.830; <i>P</i><0.001). Testing cohort showed similar performance (area under the curve, 0.899 versus 0.753; <i>P</i><0.001). The CCTA model demonstrates consistent predictive performance across sex (female or male), onset-age (early onset or late-onset), and symptom (asymptomatic or symptomatic) subgroup analysis. The final CCTA model included diameter stenosis, lipid plaque burden and volume, total plaque volume, high-risk plaque, and vessel volume as the most important features. Lipid plaque burden was most strongly associated with major adverse cardiac event (adjusted hazard ratio per 5% increase: 2.524 [95% CI, 2.157-2.996]; <i>P</i><0.001). The incremental value of machine learning CCTA features was consistent across different time points throughout the 1- to 5-year follow-up period. The findings remained unchanged when restricted to a secondary composite end point (death, myocardial infarction, or stroke).</p><p><strong>Conclusions: </strong>The machine learning model incorporating CCTA plaque quantification, characterization, and stenosis assessment significantly enhanced the predictive capacity for major adverse cardiac events. It provides direct visualization of coronary atherosclerosis and outperforms the traditional risk factors and the coronary artery calcium score model recommended in clinical practice.</p>","PeriodicalId":10202,"journal":{"name":"Circulation: Cardiovascular Imaging","volume":" ","pages":"e018443"},"PeriodicalIF":7.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145562742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spectral Dual-Layer CT Identifies Key Diagnostic Features in Stress Cardiomyopathy. 频谱双层CT识别应激性心肌病的关键诊断特征。
IF 7 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-12-01 Epub Date: 2025-12-02 DOI: 10.1161/CIRCIMAGING.125.018901
Cristian Herrera-Flores, Antonio Sánchez-Puente, Daniel Braccho-Braccita, Javier Maillo-Seco, Rosa Ana López-Jiménez, Ana Martín-García, Jesus Rodríguez-Nieto, Leticia Nieto-García, Lydia González-González, Luis M Rincón, Pedro L Sánchez, Candelas Pérez Del Villar
{"title":"Spectral Dual-Layer CT Identifies Key Diagnostic Features in Stress Cardiomyopathy.","authors":"Cristian Herrera-Flores, Antonio Sánchez-Puente, Daniel Braccho-Braccita, Javier Maillo-Seco, Rosa Ana López-Jiménez, Ana Martín-García, Jesus Rodríguez-Nieto, Leticia Nieto-García, Lydia González-González, Luis M Rincón, Pedro L Sánchez, Candelas Pérez Del Villar","doi":"10.1161/CIRCIMAGING.125.018901","DOIUrl":"10.1161/CIRCIMAGING.125.018901","url":null,"abstract":"","PeriodicalId":10202,"journal":{"name":"Circulation: Cardiovascular Imaging","volume":" ","pages":"e018901"},"PeriodicalIF":7.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145653841","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Higher Life-Course Blood Pressure Associates With Reduced Myocardial Perfusion in Older Age: Insights From MyoFit46. 高生命周期血压与老年心肌灌注减少相关:来自MyoFit46的见解
IF 7 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2025-11-08 DOI: 10.1161/CIRCIMAGING.125.019105
Constantin-Cristian Topriceanu, Matthew Webber, Hunain Shiwani, Fiona Chan, Emma Martin, Debbie Falconer, Matthew A Stanley, Jonathan Bennett, Pablo Gonzalez-Martin, Haytham Shah, Swapnanil De, Andrew Wong, Iain Pierce, Rhodri H Davies, Pier D Lambiase, Nishi Chaturvedi, Peter Kellman, Rebecca Hardy, James C Moon, Alun D Hughes, Gabriella Captur

Background: Elevated blood pressure (BP) is a major contributor to coronary artery disease. We explored the impact of life-course BP on later-life normalized stress myocardial blood flow (sMBFN) and perfusion reserve by cardiovascular magnetic resonance.

Methods: MyoFit46 (URL: https://www.clinicaltrials.gov; Unique identifier: NCT05455125) prospectively recruited ≈500 National Survey of Health and Development 1946 birth cohort participants aged ≈77 years to undergo stress perfusion and late gadolinium enhancement cardiovascular magnetic resonance. Systolic (SBPs) and diastolic BPs (DBPs) were recorded at 36, 43, 53, 63, 69, and 77 years. For each participant, annual rates of BP change (steepness) and area under the BP trajectory curve (cumulative burden) were derived using mixed-effects models. BP cardiovascular magnetic resonance perfusion associations were tested using generalized models, adjusted for antihypertensive use, demographics, lifestyle, and comorbidities. Cross-sectional associations between major adverse cardiovascular events (myocardial infarction, stroke, and heart failure) were also tested. Mediation analyses explored mechanistic pathways.

Results: Among 459 participants, each 10 mm Hg higher SBP at 36 to 69 years was associated with 3% to 6% lower sMBFN at 77 years. At 43 to 63 years, as SBPs rose from 120 to 140 mm Hg, sMBFN was 18% to 24% lower. Having a sustained higher SBP by 10 mm Hg from 36 to 77 years was associated with 11% (95% CI, 8-14) lower sMBFN. Each 1 mm Hg/y steeper SBP rise during age intervals 36 to 43, 43 to 53, 53 to 63, and 63 to 69 is associated with 2% to 5% lower sMBFN at 77 years, association not conditional on baseline or final BPs in each interval. Associations may be clinically relevant as each 1% lower sMBFN is associated with 3% higher major adverse cardiovascular event odds. sMBFN mediated 20% to 40% of the life-course SBPs late gadolinium enhancement associations. Results were similar for diastolic BP, myocardial perfusion reserve, or sMBF.

Conclusions: Higher life-course BPs, steeper increases, and greater cumulative burden associate with lower myocardial perfusion at 77 years, which can be linked with higher major adverse cardiovascular event odds and fibrosis burden. This underscores the importance of early life screening and guiding treatment based on BP trajectories.

背景:血压升高是冠状动脉疾病的主要诱因。我们通过心血管磁共振技术探讨了生命过程中血压对后期归一化应激心肌血流量(sMBFN)和灌注储备的影响。方法:MyoFit46(网址:https://www.clinicaltrials.gov;唯一标识符:NCT05455125)前瞻性招募约500名年龄约77岁的1946年全国健康与发展调查出生队列参与者进行压力灌注和晚期钆增强心血管磁共振。分别在36岁、43岁、53岁、63岁、69岁和77岁时记录收缩压(sbp)和舒张压(DBPs)。对于每个参与者,使用混合效应模型推导出BP的年变化率(陡峭度)和BP轨迹曲线下的面积(累积负担)。使用广义模型检验BP心血管磁共振灌注相关性,并根据降压药使用、人口统计学、生活方式和合并症进行调整。主要不良心血管事件(心肌梗死、中风和心力衰竭)之间的横断面关联也进行了测试。中介分析探索了机制途径。结果:在459名参与者中,36 - 69岁时收缩压每升高10毫米汞柱,77岁时sMBFN降低3% - 6%。在43 ~ 63岁时,随着sbp从120 ~ 140 mm Hg升高,sMBFN降低了18% ~ 24%。在36至77年间,收缩压持续升高10毫米汞柱与11% (95% CI, 8-14)的sMBFN降低相关。在36 - 43岁、43 - 53岁、53 - 63岁和63 - 69岁年龄段,收缩压每升高1毫米汞柱/年,77岁时sMBFN就会降低2% - 5%,这种关联并不取决于每个年龄段的基线或最终血压。相关性可能与临床相关,因为sMBFN每降低1%,主要不良心血管事件的发生率就会增加3%。sMBFN介导20% - 40%的生命过程sbp晚期钆增强关联。舒张压、心肌灌注储备或sMBF的结果相似。结论:较高的生命过程bp、更陡的增加和更大的累积负担与77岁时较低的心肌灌注相关,这可能与较高的主要不良心血管事件发生率和纤维化负担相关。这强调了早期生活筛查和基于BP轨迹指导治疗的重要性。
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引用次数: 0
期刊
Circulation: Cardiovascular Imaging
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