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Twelve-year natural progression of a giant right coronary artery aneurysm. 巨大的右冠状动脉动脉瘤自然发展12年。
IF 2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-07 DOI: 10.1097/MCA.0000000000001608
Ryoma Oda, Takeshi Kinoshita, Naoki Murata, Yuta Hanawa, Yasuyuki Tsushima, Minoru Tabata
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引用次数: 0
Long-term clinical outcomes of revascularization compared with medical treatment in chronic total occlusion patients with reduced left ventricular ejection fractions. 慢性全闭塞左室射血分数降低患者血运重建与药物治疗的长期临床结果比较
IF 2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-07 DOI: 10.1097/MCA.0000000000001610
HyeYon Yu, Jihun Ahn, Seung-Woon Rha, Byoung Geol Choi, Se Yeon Choi, Jae Kyeong Byun, Soohyung Park, Cheol Ung Choi

Background: The benefits of revascularization in patients with chronic total occlusion (CTO) and reduced left ventricular ejection fraction (LVEF) remain controversial.

Purpose: This study aimed to investigate the clinical impact of CTO revascularization in patients with reduced LVEF compared with those receiving medical treatment (MT).

Methods: In total, 369 consecutive patients diagnosed with CTO by coronary angiography were allocated to either the MT group ( n  = 204) or the percutaneous coronary intervention (PCI, n  = 165) group according to the treatment strategy. The 5-year clinical outcomes were compared between the two groups using a Cox proportional hazards model.

Results: After inverse probability treatment weighting analysis, the pseudo-sample sizes in the MT and PCI groups were 364 and 370, respectively. After a median 6-year follow-up period (interquartile range, 5.0-8.1 years), the incidence of cardiac death was higher in the MT and PCI groups, at 9.0 and 4.5%, respectively ( P  = 0.019). Cardiac death following heart failure hospitalization occurred in 3.8 and 1.0%, respectively ( P  = 0.017). In contrast, target vessel revascularization for CTO lesions was more frequent in the PCI group than in the MT group (11.5 and 22.7%, respectively, P  < 0.001). In the inverse probability treatment weighting population, patients undergoing CTO revascularization had survival benefits for cardiac death [hazard ratio: 0.48 (95% CI, 0.26-0.88)] and cardiac death after heart failure hospitalization [hazard ratio: 0.27 (95% CI, 0.08-0.84)].

Conclusion: In patients with LV systolic dysfunction, particularly those with EF less than or equal to 40%, successful CTO revascularization is associated with long-term survival benefits. These results suggest that successful CTO revascularization is associated with reduced rates of cardiac death and death after hospitalization for heart failure.

背景:对于慢性全闭塞(CTO)和左心室射血分数(LVEF)降低的患者,血运重建术的益处仍然存在争议。目的:本研究旨在探讨与接受药物治疗(MT)的LVEF降低患者相比,CTO血运重建术的临床影响。方法:连续369例经冠状动脉造影诊断为CTO的患者,根据治疗策略分为MT组(n = 204)和经皮冠状动脉介入治疗组(n = 165)。采用Cox比例风险模型比较两组患者的5年临床结果。结果:经反概率处理加权分析,MT组和PCI组的伪样本量分别为364和370。中位随访期为6年(四分位数范围5.0-8.1年),MT组和PCI组心脏死亡发生率较高,分别为9.0和4.5% (P = 0.019)。心力衰竭住院后心源性死亡发生率分别为3.8%和1.0% (P = 0.017)。相比之下,CTO病变的靶血管重建术在PCI组比MT组更频繁(分别为11.5%和22.7%)。结论:在左室收缩功能障碍患者中,特别是EF小于或等于40%的患者,成功的CTO重建术与长期生存益处相关。这些结果表明,成功的CTO血运重建术与心脏死亡率和心力衰竭住院后死亡率的降低有关。
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引用次数: 0
The association of artificial intelligence-enabled coronary plaque analysis with future non-ST elevation myocardial infarction. 人工智能支持的冠状动脉斑块分析与未来非st段抬高型心肌梗死的关系
IF 2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-01 Epub Date: 2025-12-03 DOI: 10.1097/MCA.0000000000001412
Lu Q Chen, Caroline Park, Andrew Lin, Emily Xing, Ruqiyya Bano, Jonathan Weber, Jonathan Scheiner, Michael Shearer, Aviva Landau, Anna Tsioulias, Carmela Musso, Kathleen Rapelje, Damini Dey, J Jane Cao

Background: There is emerging evidence that plaque features may play a critical role in future acute coronary syndrome. In this study, we analyzed plaque features using an artificial intelligence-enabled algorithm in a clinical cohort who developed non-ST-elevation myocardial infarction (NSTEMI) following coronary CT angiogram (CCTA).

Methods: We performed a case-control study selected from 13 751 consecutive cases in a single center referred for outpatient CCTA. After a follow-up of 4.3 ± 4 years, 48 patients without preexisting coronary disease developed NSTEMI. Controls (N = 187) were matched to the cases on age, gender, BMI, and kilovoltage for CTA acquisition. Quantitative plaque analysis was performed using artificial intelligence-enabled Autoplaque software (Autoplaque version 3.0; Cedars-Sinai Medical Center, Los Angeles, California, USA). Multivariable Cox proportional hazards models were performed to identify the predictors of NSTEMI.

Results: The mean age was 64 ± 11 years. Both case and control groups had mild stenosis at baseline (26 vs 17%, P = 0.01). The total calcified plaque and fibrous plaque volume were not different (P = 0.10 and P = 0.13, respectively). Necrotic core plaque volume and fibrous fatty plaque volume were higher in the NSTEMI group (28 ± 29 vs 9 ± 13 mm3, 169 ± 157 vs 84 ± 105 mm3, respectively, both P < 0.01). In multivariable Cox regression, necrotic core volume portended the greatest risk of NSTEMI, a seven-fold higher than that of total plaque volume.

Conclusion: Using artificial intelligence-enabled plaque analysis, noncalcified plaque volume, especially necrotic core and fibrous fatty plaque volume are important precursors for future NSTEMI events.

背景:越来越多的证据表明斑块特征可能在未来急性冠状动脉综合征中起关键作用。在这项研究中,我们使用人工智能算法分析了冠状动脉CT血管造影(CCTA)后发生非st段抬高型心肌梗死(NSTEMI)的临床队列的斑块特征。方法:我们进行了一项病例对照研究,选择了13751例门诊CCTA转诊的连续病例。在4.3±4年的随访后,48名既往无冠状动脉疾病的患者发展为NSTEMI。对照(N = 187)根据年龄、性别、BMI和获取CTA所需的电压与病例相匹配。使用人工智能支持的Autoplaque软件(Autoplaque 3.0版;Cedars-Sinai Medical Center, Los Angeles, California, USA)进行定量斑块分析。采用多变量Cox比例风险模型来确定NSTEMI的预测因子。结果:患者平均年龄64±11岁。病例组和对照组在基线时均有轻度狭窄(26% vs 17%, P = 0.01)。钙化斑块总量和纤维斑块体积差异无统计学意义(P = 0.10, P = 0.13)。坏死核心斑块体积和纤维脂肪斑块体积在NSTEMI组中更高(分别为28±29 vs 9±13 mm3, 169±157 vs 84±105 mm3)。结论:使用人工智能支持的斑块分析,非钙化斑块体积,特别是坏死核心和纤维脂肪斑块体积是未来NSTEMI事件的重要先兆。
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引用次数: 0
A novel high-frequency optical coherence tomography imaging with isotonic electrolyte solution in a patient with a history of contrast-induced nephropathy. 一种新型高频光学相干断层成像与等渗电解质溶液的患者有造影剂肾病的历史。
IF 2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-01 Epub Date: 2025-11-05 DOI: 10.1097/MCA.0000000000001582
Teruyoshi Kume, Terumasa Koyama, Satoshi Koto, Yoshitaka Sasahira, Yoji Neishi, Shiro Uemura
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引用次数: 0
Lessons learned from the first-in-man study of a novel everolimus-coated balloon for coronary in-stent restenosis. 新型依维莫司涂层球囊治疗冠状动脉支架内再狭窄的首次人体研究的经验教训。
IF 2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-01 Epub Date: 2025-07-17 DOI: 10.1097/MCA.0000000000001541
Rupak Desai, Nihar K Jena
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引用次数: 0
Isolated left main coronary artery disease in two young HIV-positive men without traditional risk factors. 孤立的左主干冠状动脉疾病的两个年轻的hiv阳性男子没有传统的危险因素。
IF 2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-01 Epub Date: 2025-07-17 DOI: 10.1097/MCA.0000000000001547
Didar Mirzamidinov, Kurtulus Karauzum, Hacer Dogan, Kaan Hanci, Irem Yilmaz, Goksel Kahraman, Tayfun Sahin
{"title":"Isolated left main coronary artery disease in two young HIV-positive men without traditional risk factors.","authors":"Didar Mirzamidinov, Kurtulus Karauzum, Hacer Dogan, Kaan Hanci, Irem Yilmaz, Goksel Kahraman, Tayfun Sahin","doi":"10.1097/MCA.0000000000001547","DOIUrl":"10.1097/MCA.0000000000001547","url":null,"abstract":"","PeriodicalId":10702,"journal":{"name":"Coronary artery disease","volume":" ","pages":"68-69"},"PeriodicalIF":2.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144301285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Successful removal of a 'spoon' from the heart. 成功地从心脏取出一个“勺子”。
IF 2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-01 Epub Date: 2025-12-03 DOI: 10.1097/MCA.0000000000001577
Ying Xia, Bo Zhu, Yong Luo
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引用次数: 0
Double kissing culotte or mini-crush stenting for true coronary bifurcation lesions: the multicenter COLLECT-BIF registry. 双吻合器或小挤压支架置入术治疗真冠状动脉分叉病变:多中心COLLECT-BIF登记。
IF 2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-01 Epub Date: 2025-08-12 DOI: 10.1097/MCA.0000000000001560
Ahmet Yaşar Çizgici, Aybüke Şimşek, Hande Uysal, Ahmet Güner, Mehmet Baran Karataş, Elnur Alizade, Ali Nazmi Çalik, İrfan Şahin, İbrahim Faruk Aktürk, Serkan Kahraman, Ömer Taşbulak, Ezgi Gültekin Güner, Ebru Serin, Veysel Ozan Tanik, Abdullah Doğan, Kaan Gökçe, Enes Arslan, Hamdi Püşüroğlu, Muhammed Furkan Deniz, Cemalettin Akman, Murat Gökalp, İlyas Çetin, Berkay Serter, Koray Çiloğlu, Mehmet Kocaağa, Kudret Keskin, Saner Bahadir Gök, Fatih Furkan Bedir, Eyüp Karaer, Ahmet Arif Yalçin, Fatih Uzun

Background: This multicenter observational study aimed to retrospectively evaluate the mid-term clinical outcomes of the mini-crush technique (MCT) and double kissing culotte technique (DKCT) in patients with coronary bifurcation lesions (CBLs).

Methods: This large-scale, multicenter study ( n  = 8) included patients with CBLs who underwent percutaneous coronary intervention with either MCT or DKCT. The primary endpoint was defined as major adverse cardiac events (MACE), which include cardiac death, target vessel myocardial infarction, or clinically driven target lesion revascularization.

Results: A total of 728 patients [male: 584 (80.2%), mean age: 60.93 ± 10.46 years] were included. The initial revascularization strategy was MCT in 476 (65.4%) cases and DKCT in 252 (34.6%) cases. The number of balloons used (6.30 ± 1.84 vs. 5.43 ± 1.99, P  < 0.001) and procedure time (65.10 ± 20.34 vs. 61.30 ± 18.48 min, P  = 0.020) were significantly higher in the DKCT group. In multivariate Cox regression analysis, risk-adjusted mid-term MACE [hazard ratio (HR): 0.645, (95% confidence interval: 0.395-1.053), P  = 0.079] did not differ in the MCT group compared to the DKCT group. Additionally, chronic kidney disease (HR = 2.434, P  < 0.001), high SYNTAX score (HR = 1.085, P  < 0.001), final kissing balloon inflation (HR = 0.110, P  < 0.001), presence of nonfatal intraprocedural complications (HR = 5.818, P  < 0.001), and high total cholesterol level (HR = 1.007, P  = 0.005) were found to be independent predictors of MACE.

Conclusion: This multicenter registry demonstrates that in patients with CBLs, the risk-adjusted MACE rate was similar between both techniques, with a nonsignificant trend favoring MCT at mid-term follow-up.

背景:本多中心观察性研究旨在回顾性评价微型挤压技术(MCT)和双吻合器技术(DKCT)治疗冠状动脉分叉病变(CBLs)患者的中期临床结果。方法:这项大规模、多中心的研究(n = 8)纳入了接受经皮冠状动脉介入治疗(MCT或DKCT)的CBLs患者。主要终点定义为主要心脏不良事件(MACE),包括心源性死亡、靶血管心肌梗死或临床驱动的靶病变血运重建术。结果:共纳入728例患者,其中男性584例(80.2%),平均年龄60.93±10.46岁。初始血运重建策略为MCT 476例(65.4%),DKCT 252例(34.6%)。结论:该多中心注册显示,在CBLs患者中,两种技术的风险调整后的MACE率相似,中期随访时MCT的趋势不显著。
{"title":"Double kissing culotte or mini-crush stenting for true coronary bifurcation lesions: the multicenter COLLECT-BIF registry.","authors":"Ahmet Yaşar Çizgici, Aybüke Şimşek, Hande Uysal, Ahmet Güner, Mehmet Baran Karataş, Elnur Alizade, Ali Nazmi Çalik, İrfan Şahin, İbrahim Faruk Aktürk, Serkan Kahraman, Ömer Taşbulak, Ezgi Gültekin Güner, Ebru Serin, Veysel Ozan Tanik, Abdullah Doğan, Kaan Gökçe, Enes Arslan, Hamdi Püşüroğlu, Muhammed Furkan Deniz, Cemalettin Akman, Murat Gökalp, İlyas Çetin, Berkay Serter, Koray Çiloğlu, Mehmet Kocaağa, Kudret Keskin, Saner Bahadir Gök, Fatih Furkan Bedir, Eyüp Karaer, Ahmet Arif Yalçin, Fatih Uzun","doi":"10.1097/MCA.0000000000001560","DOIUrl":"10.1097/MCA.0000000000001560","url":null,"abstract":"<p><strong>Background: </strong>This multicenter observational study aimed to retrospectively evaluate the mid-term clinical outcomes of the mini-crush technique (MCT) and double kissing culotte technique (DKCT) in patients with coronary bifurcation lesions (CBLs).</p><p><strong>Methods: </strong>This large-scale, multicenter study ( n  = 8) included patients with CBLs who underwent percutaneous coronary intervention with either MCT or DKCT. The primary endpoint was defined as major adverse cardiac events (MACE), which include cardiac death, target vessel myocardial infarction, or clinically driven target lesion revascularization.</p><p><strong>Results: </strong>A total of 728 patients [male: 584 (80.2%), mean age: 60.93 ± 10.46 years] were included. The initial revascularization strategy was MCT in 476 (65.4%) cases and DKCT in 252 (34.6%) cases. The number of balloons used (6.30 ± 1.84 vs. 5.43 ± 1.99, P  < 0.001) and procedure time (65.10 ± 20.34 vs. 61.30 ± 18.48 min, P  = 0.020) were significantly higher in the DKCT group. In multivariate Cox regression analysis, risk-adjusted mid-term MACE [hazard ratio (HR): 0.645, (95% confidence interval: 0.395-1.053), P  = 0.079] did not differ in the MCT group compared to the DKCT group. Additionally, chronic kidney disease (HR = 2.434, P  < 0.001), high SYNTAX score (HR = 1.085, P  < 0.001), final kissing balloon inflation (HR = 0.110, P  < 0.001), presence of nonfatal intraprocedural complications (HR = 5.818, P  < 0.001), and high total cholesterol level (HR = 1.007, P  = 0.005) were found to be independent predictors of MACE.</p><p><strong>Conclusion: </strong>This multicenter registry demonstrates that in patients with CBLs, the risk-adjusted MACE rate was similar between both techniques, with a nonsignificant trend favoring MCT at mid-term follow-up.</p>","PeriodicalId":10702,"journal":{"name":"Coronary artery disease","volume":" ","pages":"46-55"},"PeriodicalIF":2.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144820759","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Bilirubin may mediate the anti-inflammatory effects of aerobic exercise habits: implications for the antiatherosclerotic effects of aerobic exercise. 胆红素可能介导有氧运动习惯的抗炎作用:有氧运动的抗动脉粥样硬化作用的含义。
IF 2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-01 Epub Date: 2025-07-17 DOI: 10.1097/MCA.0000000000001546
Shigemasa Tani, Yasuyuki Suzuki, Tsukasa Yagi, Atsuhiko Takahashi

Background: Moderately elevated serum bilirubin levels and aerobic exercise effectively reduce the risk of coronary artery disease (CAD). However, the relationships among aerobic exercise, total serum bilirubin (TSB), and inflammation remain unclear. We investigated the associations among aerobic exercise, TSB, and inflammatory response, with TSB as a mediator of this association.

Methods: This cross-sectional study included 8290 participants registered at the Health Planning Center of Nihon University Hospital in 2019. We defined aerobic exercise as 30 min of sweating at least twice a week for over a year.

Results: In this cohort (average age, 46.7 ± 13.0 years; 59% men), participants who undertook habitual aerobic exercise ( n  = 2131) had significantly higher TSB levels [0.78 (0.91/0.99) mg/dl vs. 0.74 (0.58/0.95) mg/dl, P  < 0.0001] than those who did not ( n  = 6159). Multivariable logistic regression analysis demonstrated that aerobic exercise independently predicted higher TSB levels (>50 th percentile set as the dependent variable). Participants with habitual aerobic exercise had significantly lower inflammatory blood cell components, including leukocyte, neutrophil, and platelet counts, than those who did not (all P  < 0.0001). The levels of these inflammatory markers significantly decreased with increasing TSB levels. Mediation analysis indicated that higher TSB levels partially mediated the association between aerobic exercise and lower counts of inflammatory markers.

Conclusion: Habitual aerobic exercise was associated with lower levels of inflammatory markers and higher TSB levels, which mediated the anti-inflammatory effects of aerobic exercise. These associations potentially elucidate the preventive effects of aerobic exercise on CAD risk.

背景:适度升高血清胆红素水平和有氧运动可有效降低冠状动脉疾病(CAD)的风险。然而,有氧运动、血清总胆红素(TSB)和炎症之间的关系尚不清楚。我们研究了有氧运动、TSB和炎症反应之间的关系,TSB是这种关系的中介。方法:本横断面研究纳入了2019年在日本大学医院健康计划中心登记的8290名参与者。我们将有氧运动定义为每周至少两次30分钟的出汗,持续一年以上。结果:该队列中(平均年龄46.7±13.0岁;59%男性),进行习惯性有氧运动的参与者(n=2131)的TSB水平显著较高[0.78 (0.91/0.99)mg/dl vs. 0.74 (0.58/0.95) mg/dl, p50百分位集作为因变量]。与不进行有氧运动的参与者相比,进行习惯性有氧运动的参与者炎症血细胞成分(包括白细胞、中性粒细胞和血小板计数)显著降低(结论:习惯性有氧运动与较低水平的炎症标志物和较高水平的TSB相关,这介导了有氧运动的抗炎作用。这些关联潜在地阐明了有氧运动对冠心病风险的预防作用。
{"title":"Bilirubin may mediate the anti-inflammatory effects of aerobic exercise habits: implications for the antiatherosclerotic effects of aerobic exercise.","authors":"Shigemasa Tani, Yasuyuki Suzuki, Tsukasa Yagi, Atsuhiko Takahashi","doi":"10.1097/MCA.0000000000001546","DOIUrl":"10.1097/MCA.0000000000001546","url":null,"abstract":"<p><strong>Background: </strong>Moderately elevated serum bilirubin levels and aerobic exercise effectively reduce the risk of coronary artery disease (CAD). However, the relationships among aerobic exercise, total serum bilirubin (TSB), and inflammation remain unclear. We investigated the associations among aerobic exercise, TSB, and inflammatory response, with TSB as a mediator of this association.</p><p><strong>Methods: </strong>This cross-sectional study included 8290 participants registered at the Health Planning Center of Nihon University Hospital in 2019. We defined aerobic exercise as 30 min of sweating at least twice a week for over a year.</p><p><strong>Results: </strong>In this cohort (average age, 46.7 ± 13.0 years; 59% men), participants who undertook habitual aerobic exercise ( n  = 2131) had significantly higher TSB levels [0.78 (0.91/0.99) mg/dl vs. 0.74 (0.58/0.95) mg/dl, P  < 0.0001] than those who did not ( n  = 6159). Multivariable logistic regression analysis demonstrated that aerobic exercise independently predicted higher TSB levels (>50 th percentile set as the dependent variable). Participants with habitual aerobic exercise had significantly lower inflammatory blood cell components, including leukocyte, neutrophil, and platelet counts, than those who did not (all P  < 0.0001). The levels of these inflammatory markers significantly decreased with increasing TSB levels. Mediation analysis indicated that higher TSB levels partially mediated the association between aerobic exercise and lower counts of inflammatory markers.</p><p><strong>Conclusion: </strong>Habitual aerobic exercise was associated with lower levels of inflammatory markers and higher TSB levels, which mediated the anti-inflammatory effects of aerobic exercise. These associations potentially elucidate the preventive effects of aerobic exercise on CAD risk.</p>","PeriodicalId":10702,"journal":{"name":"Coronary artery disease","volume":" ","pages":"8-17"},"PeriodicalIF":2.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144301282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
AI-enhanced recognition of occlusions in acute coronary syndrome (AERO-ACS): a retrospective study. 人工智能增强急性冠脉综合征(AERO-ACS)闭塞的识别:一项回顾性研究。
IF 2 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-01-01 Epub Date: 2025-08-07 DOI: 10.1097/MCA.0000000000001555
James W H Choi, Vincent Torelli, Alex Silverman, Sara Saravia Diaz, Darren Kong, Esha Vaish, Luka Katic, Alex Nagourney, Zara Khan, Lexi Robbins, Sean Pinney, Nitin Barman, Serdar Farhan

Background: Artificial intelligence (AI) augmentation of ECG assessment has significant potential to improve patient outcomes in acute coronary syndrome.

Objective: We sought to evaluate the performance of a novel AI device (PMCardio) in assessing angiographic occlusion myocardial infarction (OMI) and predicting clinical outcomes.

Methods: We used a 1-year retrospective cohort of angiographic data from patients presenting with ST-elevation myocardial infarction (STEMI) and non-ST-elevation myocardial infarction (NSTEMI). The device analyzed precatheterization ECGs to identify OMI, defined as a culprit vessel with thrombolysis In myocardial infarction (TIMI) 0-2 flow or TIMI 3 flow and peak cardiac troponin I > 10.0 ng/ml.

Results: A total of 217 patients were included: 72 STEMI (32%) and 145 NSTEMI (65%). Angiographic OMI was confirmed in 60 (83%) STEMI and 51 (35%) NSTEMI cases. The AI model achieved a sensitivity of 86.5%, specificity of 82.2%, and an area under the curve of 0.84. Traditional STEMI criteria had a sensitivity of 54.1% and a specificity of 88.7%. The AI model was 100% sensitive in detecting STEMI-OMI. The odds ratio for mortality in AI-detected OMI patients was 12.44 (1.56-98.98), unplanned readmissions 1.15 (0.53-2.51), and reduced ejection fraction at 1 year 0.24 (0.26-2.16).

Conclusions: The AI model demonstrated higher sensitivity and similar specificity compared with traditional STEMI criteria, improving OMI detection while reducing false positives. These findings suggest potential benefits in triage accuracy and resource utilization, but further prospective validation is needed to determine its clinical impact.

背景:人工智能(AI)增强心电图评估在改善急性冠状动脉综合征患者预后方面具有重要潜力。目的:我们试图评估一种新型人工智能设备(PMCardio)在评估血管造影闭塞性心肌梗死(OMI)和预测临床结果方面的性能。方法:我们对st段抬高型心肌梗死(STEMI)和非st段抬高型心肌梗死(NSTEMI)患者的血管造影数据进行了为期1年的回顾性队列研究。该设备分析导管前心电图来识别OMI, OMI被定义为心肌梗死(TIMI) 0-2流量或TIMI 3流量和心肌肌钙蛋白I峰值峰值10.0 ng/ml时溶栓的罪魁祸首血管。结果:共纳入217例患者:STEMI 72例(32%),NSTEMI 145例(65%)。60例STEMI(83%)和51例NSTEMI(35%)经血管造影证实为OMI。人工智能模型的灵敏度为86.5%,特异度为82.2%,曲线下面积为0.84。传统STEMI标准的敏感性为83.3%,特异性为66.0%。AI模型对STEMI-OMI的检测灵敏度为100%。ai检测到的OMI患者死亡率的优势比为12.44(1.56-98.98),非计划再入院的优势比为1.15(0.53-2.51),1年射血分数降低的优势比为0.24(0.26-2.16)。结论:AI模型与传统STEMI标准具有相似的敏感性和更高的特异性,提高了OMI的检测水平,同时减少了假阳性。这些发现表明在分诊准确性和资源利用方面有潜在的好处,但需要进一步的前瞻性验证来确定其临床影响。
{"title":"AI-enhanced recognition of occlusions in acute coronary syndrome (AERO-ACS): a retrospective study.","authors":"James W H Choi, Vincent Torelli, Alex Silverman, Sara Saravia Diaz, Darren Kong, Esha Vaish, Luka Katic, Alex Nagourney, Zara Khan, Lexi Robbins, Sean Pinney, Nitin Barman, Serdar Farhan","doi":"10.1097/MCA.0000000000001555","DOIUrl":"10.1097/MCA.0000000000001555","url":null,"abstract":"<p><strong>Background: </strong>Artificial intelligence (AI) augmentation of ECG assessment has significant potential to improve patient outcomes in acute coronary syndrome.</p><p><strong>Objective: </strong>We sought to evaluate the performance of a novel AI device (PMCardio) in assessing angiographic occlusion myocardial infarction (OMI) and predicting clinical outcomes.</p><p><strong>Methods: </strong>We used a 1-year retrospective cohort of angiographic data from patients presenting with ST-elevation myocardial infarction (STEMI) and non-ST-elevation myocardial infarction (NSTEMI). The device analyzed precatheterization ECGs to identify OMI, defined as a culprit vessel with thrombolysis In myocardial infarction (TIMI) 0-2 flow or TIMI 3 flow and peak cardiac troponin I > 10.0 ng/ml.</p><p><strong>Results: </strong>A total of 217 patients were included: 72 STEMI (32%) and 145 NSTEMI (65%). Angiographic OMI was confirmed in 60 (83%) STEMI and 51 (35%) NSTEMI cases. The AI model achieved a sensitivity of 86.5%, specificity of 82.2%, and an area under the curve of 0.84. Traditional STEMI criteria had a sensitivity of 54.1% and a specificity of 88.7%. The AI model was 100% sensitive in detecting STEMI-OMI. The odds ratio for mortality in AI-detected OMI patients was 12.44 (1.56-98.98), unplanned readmissions 1.15 (0.53-2.51), and reduced ejection fraction at 1 year 0.24 (0.26-2.16).</p><p><strong>Conclusions: </strong>The AI model demonstrated higher sensitivity and similar specificity compared with traditional STEMI criteria, improving OMI detection while reducing false positives. These findings suggest potential benefits in triage accuracy and resource utilization, but further prospective validation is needed to determine its clinical impact.</p>","PeriodicalId":10702,"journal":{"name":"Coronary artery disease","volume":" ","pages":"39-45"},"PeriodicalIF":2.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144697827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
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Coronary artery disease
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