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Impact of sex-specific aortic valve calcification thresholds on reclassification of normal-flow, low-gradient aortic stenosis. 性别特异性主动脉瓣钙化阈值对正常血流、低梯度主动脉瓣狭窄再分类的影响。
Pub Date : 2026-01-29 DOI: 10.1016/j.jcct.2026.01.007
Roya Anahita Mousavi, Edgar Argulian, Pragati Basera, Chisom Enwere, Minel Soroa, Leila Alizadeh, Marcos Ferrandez-Escarabajal, Samin Sharma, Annapoorna Kini, Stamatios Lerakis
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引用次数: 0
Diagnostic accuracy of energy-integrating and standard-resolution photon counting detector CT for coronary artery stenosis grading in CCTA: A comparative study. 能量积分与标准分辨率光子计数检测器CT对冠状动脉狭窄CCTA分级诊断准确性的比较研究。
Pub Date : 2026-01-28 DOI: 10.1016/j.jcct.2026.01.003
Susann Skoog, Christos Pagonis, Mårten Sandstedt, Lilian Henriksson, Håkan Gustafsson, Anders Persson, Erik Tesselaar

Background: Coronary CT angiography (CCTA) is a key non-invasive tool for evaluating coronary artery disease (CAD). While energy-integrating detector CT (EID-CT) offers high negative predictive value (NPV), its positive predictive value (PPV) is limited in heavily calcified vessels. Photon-counting detector CT (PCD-CT), with higher spatial resolution and reduced blooming, may enhance diagnostic performance. Current PCD-CT systems provide both standard-resolution (SR) and ultra-high-resolution (UHR) modes, but the clinical impact of these modes remains under investigation.

Objectives: To compare the diagnostic accuracy and image quality of SR-PCD-CT versus EID-CT in quantifying coronary stenosis, using quantitative coronary angiography (QCA) as reference.

Materials and methods: In this prospective, single-centre study, 21 patients (5 women, mean age 71.5 years) with suspected CAD underwent CCTA with both EID-CT and SR-PCD-CT prior to QCA. A total of 301 coronary segments were assessed for stenosis severity, with ≥50 ​% stenosis deemed significant. Image quality was graded using a 5-point scale.

Results: No significant differences in percentage diameter stenosis (%DS) were found between imaging techniques (p ​= ​0.20). Both EID-CT and SR-PCD-CT showed good agreement with QCA (AUC: PCD-CT 0.89, EID-CT 0.86). Specificity and NPV were high for both; sensitivity and PPV were moderate. SR-PCD-CT yielded higher image quality compared to EID-CT (p ​< ​0.001).

Conclusions: In standard resolution mode, PCD-CT offers excellent image quality for quantifying coronary stenosis at comparable diagnostic accuracy compared to EID-CT.

背景:冠状动脉CT血管造影(CCTA)是评估冠状动脉疾病(CAD)的一种关键的无创工具。虽然能量积分检测器CT (EID-CT)具有较高的阴性预测值(NPV),但其阳性预测值(PPV)在严重钙化的血管中有限。光子计数检测器CT (PCD-CT)具有更高的空间分辨率和更少的光晕,可以提高诊断性能。目前的PCD-CT系统提供标准分辨率(SR)和超高分辨率(UHR)模式,但这些模式的临床影响仍在研究中。目的:以定量冠状动脉造影(QCA)为参考,比较SR-PCD-CT与EID-CT对冠状动脉狭窄的诊断准确性和图像质量。材料和方法:在这项前瞻性单中心研究中,21例疑似CAD患者(5名女性,平均年龄71.5岁)在QCA前接受了EID-CT和SR-PCD-CT的CCTA检查。共有301个冠状动脉段被评估狭窄的严重程度,≥50%的狭窄被认为是显著的。图像质量采用5分制进行分级。结果:两种成像技术在内径狭窄百分比(%DS)上无显著差异(p = 0.20)。EID-CT和SR-PCD-CT与QCA吻合较好(AUC: PCD-CT 0.89, EID-CT 0.86)。特异性和净现值均较高;敏感性和PPV均为中等。与EID-CT相比,SR-PCD-CT的图像质量更高(p < 0.001)。结论:在标准分辨率模式下,与EID-CT相比,PCD-CT在量化冠状动脉狭窄方面提供了出色的图像质量,诊断准确率相当。
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引用次数: 0
Feasibility and utility of anatomical and physiological evaluation of coronary artery disease with cardiac CT in severe aortic stenosis (FUTURE-AS registry). 应用心脏CT对严重主动脉瓣狭窄患者冠状动脉疾病进行解剖和生理评估的可行性和实用性(FUTURE-AS注册)。
Pub Date : 2026-01-20 DOI: 10.1016/j.jcct.2025.12.012
Abdul Rahman Ihdayhid, Stephanie L Sellers, Venkateshwar Polsani, Timothy Fairbairn, John Khoo, Timothy P Fitzgibbons, Frank Corrigan, Brian Ko, Robert Gooley, Esad Vucic, Shizhen Liu, Fionn Coughlan, Gerald Yong, Sharad Shetty, Andrew Chatfield, Mariama Akodad, Arash Mohammadi, Vikram Raju, Stephen Lewin, Philipp Blanke, Nikolaos Kakouros, Janarthanan Sathananthan, John Webb, David Wood, Jonathon Leipsic

Background: Coronary artery disease (CAD) is common in patients with severe aortic stenosis (AS) and may impact transcatheter aortic valve replacement (TAVR) procedural and long-term outcomes. CT coronary angiography (CTA) and CT-derived fractional flow reserve (FFRCT) are tools used to assess CAD. However, adoption in the TAVR population is hindered by safety concerns with nitroglycerin and beta-blockers. The safety, accuracy, and utility of CTA and FFRCT optimised with these medications for TAVR have not been established.

Methods: This international, multi-center, prospective registry included severe AS patients referred for TAVR, assessed for CAD with CTA and FFRCT. Patients all received nitroglycerin and beta-blockers as needed to optimise image quality. Severe ventricular dysfunction, recent syncope/heart failure, critical hemodynamics, or prior revascularization were excluded. Significant CAD was defined as CTA stenosis ≥50 ​% and FFRCT≤0.75. Primary endpoint was per-patient sensitivity and negative predictive value (NPV) of CTA compared to invasive coronary angiography (ICA). Secondary endpoints included specificity and positive predictive value (PPV) of CTA and FFRCT, safety, feasibility (non-evaluable rate), and the modelled potential of CTA ​+ ​FFRCT to reduce pre-TAVR ICA.

Results: 327 patients (75.9 ​± ​9.7 years, 53 ​% male) underwent CTA. CTA was safe and well tolerated in nearly all patients, with transient hypotension in 4 (1.2 ​%). CTA was evaluable in 326 patients (99.7 ​%), with 9 (2.8 ​%) having a non-evaluable vessel. FFRCT and ICA were performed in 110 (33.6 ​%) and 133 (40.7 ​%) patients, respectively. Per-patient sensitivity, specificity, NPV, and PPV of CTA were 100 ​%, 71.4 ​%, 100 ​%, and 75.9 ​% and per-vessel 82.7 ​%, 78.9 ​%, 92.3 ​%, and 59.9 ​%. FFRCT improved specificity and PPV to 88.9 ​% and 88.0 ​% for per-patient and 95.1 ​% and 81.8 ​% for per-vessel analysis. Using a simulated triage model deferring ICA in patients with CTA <50 ​% or ≥50 ​% stenosis with FFRCT >0.75, 267 patients (81.7 ​%) could potentially have avoided ICA.

Conclusion: Coronary CTA performed with nitroglycerin and selective use of beta-blockers is safe and effective for assessing CAD in stable severe AS patients. Combining CTA and FFRCT enhances diagnostic accuracy, potentially reducing the need for invasive angiography and streamlining TAVR workup.

背景:冠状动脉疾病(CAD)在严重主动脉瓣狭窄(AS)患者中很常见,并可能影响经导管主动脉瓣置换术(TAVR)的手术和长期预后。CT冠状动脉造影(CTA)和CT衍生的分数血流储备(FFRCT)是评估CAD的工具。然而,由于硝酸甘油和β受体阻滞剂的安全性问题,TAVR人群的采用受到阻碍。使用这些药物优化CTA和FFRCT治疗TAVR的安全性、准确性和实用性尚未确定。方法:这项国际、多中心、前瞻性登记纳入了因TAVR转诊的严重AS患者,通过CTA和FFRCT评估CAD。所有患者均接受硝酸甘油和β受体阻滞剂治疗,以优化图像质量。排除了严重的心室功能障碍,近期晕厥/心力衰竭,临界血流动力学或先前的血运重建术。CTA狭窄≥50%,FFRCT≤0.75为显著性CAD。主要终点是与有创冠状动脉造影(ICA)相比,CTA的每位患者敏感性和阴性预测值(NPV)。次要终点包括CTA和FFRCT的特异性和阳性预测值(PPV)、安全性、可行性(不可评估率)以及CTA + FFRCT减少tavr前ICA的模拟潜力。结果:327例患者(75.9±9.7岁,男性53%)行CTA。CTA在几乎所有患者中都是安全且耐受性良好的,4例(1.2%)出现短暂性低血压。326例(99.7%)患者的CTA可评估,9例(2.8%)患者的血管不可评估。FFRCT和ICA分别对110例(33.6%)和133例(40.7%)患者进行了检查。CTA的每位患者敏感性、特异性、NPV和PPV分别为100%、71.4%、100%和75.9%,每条血管的NPV分别为82.7%、78.9%、92.3%和59.9%。FFRCT将单个患者的特异性和PPV分别提高到88.9%和88.0%,单个血管分析的特异性和PPV分别提高到95.1%和81.8%。采用模拟分诊模型延迟CTA CT bb0 0.75患者的ICA, 267例(81.7%)患者可能避免ICA。结论:硝酸甘油冠脉CTA和选择性β受体阻滞剂用于评估稳定的严重AS患者的CAD是安全有效的。CTA和FFRCT的结合提高了诊断的准确性,潜在地减少了侵入性血管造影的需要,简化了TAVR检查。
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引用次数: 0
The impact of heart rate on motion-related artefacts and diagnostic image quality in coronary CT angiography. 心率对冠状动脉CT血管造影中运动相关伪影和诊断图像质量的影响。
Pub Date : 2026-01-19 DOI: 10.1016/j.jcct.2026.01.002
Victor A Verpalen, Willem R van de Vijver, Lars G Knaap, Casper F Coerkamp, Klaas Jan Franssen, Michiel M Winter, José P S Henriques, Richard A P Takx, R Nils Planken
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引用次数: 0
A novel pendulum-based impulse method to measure CT temporal resolution. 一种基于钟摆脉冲的CT时间分辨率测量新方法。
Pub Date : 2026-01-16 DOI: 10.1016/j.jcct.2026.01.001
Naoki Nagasawa, Satoshi Nakamura, Jun Matsuo, Kengo Hashizume, Mana Deguchi, Akio Yamazaki, Kakuya Kitagawa

Background: High temporal resolution (TR) in CT is essential for reducing motion artifacts from rapidly moving structures like the heart. Although the conventional impulse method can measure TR, it requires specialized equipment to accelerate a sphere, which limits its practicality.

Objectives: This study aimed to develop and validate a simplified pendulum method for TR measurement and validate that it provides equivalent measurements to the conventional approach.

Methods: TR was measured using the proposed pendulum method and the conventional slingshot method. Fifty scans were acquired for each method at pitch factors (PF) of 0.8 and 1.2. TR was quantified using full width at half maximum (FWHM) and full width at tenth maximum (FWTM). Equivalence was evaluated with the two one-sided tests (TOST).

Results: The pendulum method demonstrated statistical equivalence to the slingshot method across all tested parameters. For PF 0.8, the FWHM was 0.55 ​± ​0.03 ​s for the pendulum method versus 0.54 ​± ​0.04 ​s for the slingshot method (TOST, p ​= ​0.005). At PF of 1.2, the FWHM was 0.15 ​± ​0.01 ​s for both methods, which were also statistically equivalent (TOST, p ​= ​0.021).

Conclusion: The pendulum method provides a simple, reproducible approach for TR measurement, facilitating parameter optimization in clinical and research imaging.

背景:CT的高时间分辨率(TR)对于减少快速运动结构(如心脏)的运动伪影至关重要。虽然传统的脉冲法可以测量TR,但需要专门的设备来加速球体,这限制了它的实用性。目的:本研究旨在建立和验证一种简化的摆法测量TR,并验证其提供与传统方法等效的测量结果。方法:采用所提出的摆法和传统的弹弓法分别进行了TR测量。在音调因子(PF)为0.8和1.2时,每种方法获得50次扫描。TR采用半最大全宽(FWHM)和十分之一最大全宽(FWTM)进行量化。用两个单侧检验(TOST)评价等效性。结果:在所有测试参数上,摆锤法与弹弓法具有统计等效性。当PF为0.8时,摆锤法的FWHM为0.55±0.03 s,而弹弓法的FWHM为0.54±0.04 s (TOST, p = 0.005)。在PF为1.2时,两种方法的FWHM均为0.15±0.01 s,两者在统计学上也相当(TOST, p = 0.021)。结论:钟摆法是一种简便、重复性好的TR测量方法,便于临床和研究影像学参数优化。
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引用次数: 0
Carotid perivascular adipose tissue attenuation predicts stroke and TIA in symptomatic carotid artery disease patients. 颈动脉血管周围脂肪组织衰减预测症状性颈动脉疾病患者的卒中和TIA。
Pub Date : 2026-01-09 DOI: 10.1016/j.jcct.2025.12.009
Juul Bierens, Nora Jerkovic, Alida A Postma, Daniel Bos, Pim A de Jong, Paul J Nederkoorn, Werner H Mess, Luca Saba, Luc J M Smits, Robert J van Oostenbrugge, M Eline Kooi

Background: Vascular inflammation is a key aspect of plaque vulnerability. Cross-sectional studies suggest that increased carotid perivascular adipose tissue (PVAT) attenuation on CTA, which is thought to reflect vascular inflammation, is associated with stroke.

Objectives: We investigated the predictive value of carotid PVAT attenuation for ischemic stroke and TIA in a longitudinal study of symptomatic patients with carotid plaque.

Methods: We included patients with recent TIA or stroke and a ≥2 ​mm carotid plaque with <70 ​% stenosis who underwent CTA and MRI and were clinically followed-up for 5 years. Mean PVAT attenuation (-190 to -30 Hounsfield Units (HU)) was quantified within a radial distance from the outer vessel wall equal to the vessel diameter on the CTA slice containing the thickest plaque. Cox proportional hazards models assessed associations with ipsilateral stroke and TIA risk. Predictive value was compared with intraplaque hemorrhage (IPH) and the European Carotid Surgery Trial (ECST) score using the C-index.

Results: Among 159 patients (74 ​% men; 69 (63-73) years), 11 ischemic strokes and 10 TIAs occurred over 5.1 (3.1-5.6) years. Increased PVAT attenuation was independently associated with ischemic stroke or TIA (HR: 3.21 per 10 HU increase, 95%CI:1.70-6.05) and ischemic stroke alone (HR: 5.60, 95%CI:1.93-16.31). PVAT attenuation alone predicted ischemic stroke or TIA (C-index: 0.71, 95%CI:0.70-0.73) and ischemic stroke alone (C-index: 0.78, 95%CI:0.63-0.93). Adding PVAT attenuation improved prediction beyond IPH (C-index: 0.66-0.68 to 0.81-0.84) and the ECST score (0.64-0.75 to 0.75-0.86, respectively).

Conclusion: In symptomatic patients, PVAT attenuation is an independent marker for ischemic stroke and TIA risk.

背景:血管炎症是斑块易感性的一个关键方面。横断面研究表明,颈动脉血管周围脂肪组织(PVAT)在CTA上的衰减增加被认为是血管炎症的反映,与中风有关。目的:通过对有症状的颈动脉斑块患者进行纵向研究,研究颈动脉PVAT衰减对缺血性卒中和TIA的预测价值。方法:我们纳入了近期TIA或卒中且颈动脉斑块≥2mm的患者,结果:159例患者(74%男性;69(63-73)岁),11例缺血性卒中和10例TIA发生在5.1(3.1-5.6)年。PVAT衰减增加与缺血性卒中或TIA (HR: 3.21 / 10 HU升高,95%CI:1.70-6.05)和单独缺血性卒中(HR: 5.60, 95%CI:1.93-16.31)独立相关。单独PVAT衰减预测缺血性卒中或TIA (C-index: 0.71, 95%CI:0.70-0.73)和单独缺血性卒中(C-index: 0.78, 95%CI:0.63-0.93)。增加PVAT衰减可以改善IPH (C-index: 0.66-0.68至0.81-0.84)和ECST评分(分别为0.64-0.75至0.75-0.86)之后的预测。结论:在有症状的患者中,PVAT衰减是缺血性卒中和TIA风险的独立标志。
{"title":"Carotid perivascular adipose tissue attenuation predicts stroke and TIA in symptomatic carotid artery disease patients.","authors":"Juul Bierens, Nora Jerkovic, Alida A Postma, Daniel Bos, Pim A de Jong, Paul J Nederkoorn, Werner H Mess, Luca Saba, Luc J M Smits, Robert J van Oostenbrugge, M Eline Kooi","doi":"10.1016/j.jcct.2025.12.009","DOIUrl":"https://doi.org/10.1016/j.jcct.2025.12.009","url":null,"abstract":"<p><strong>Background: </strong>Vascular inflammation is a key aspect of plaque vulnerability. Cross-sectional studies suggest that increased carotid perivascular adipose tissue (PVAT) attenuation on CTA, which is thought to reflect vascular inflammation, is associated with stroke.</p><p><strong>Objectives: </strong>We investigated the predictive value of carotid PVAT attenuation for ischemic stroke and TIA in a longitudinal study of symptomatic patients with carotid plaque.</p><p><strong>Methods: </strong>We included patients with recent TIA or stroke and a ≥2 ​mm carotid plaque with <70 ​% stenosis who underwent CTA and MRI and were clinically followed-up for 5 years. Mean PVAT attenuation (-190 to -30 Hounsfield Units (HU)) was quantified within a radial distance from the outer vessel wall equal to the vessel diameter on the CTA slice containing the thickest plaque. Cox proportional hazards models assessed associations with ipsilateral stroke and TIA risk. Predictive value was compared with intraplaque hemorrhage (IPH) and the European Carotid Surgery Trial (ECST) score using the C-index.</p><p><strong>Results: </strong>Among 159 patients (74 ​% men; 69 (63-73) years), 11 ischemic strokes and 10 TIAs occurred over 5.1 (3.1-5.6) years. Increased PVAT attenuation was independently associated with ischemic stroke or TIA (HR: 3.21 per 10 HU increase, 95%CI:1.70-6.05) and ischemic stroke alone (HR: 5.60, 95%CI:1.93-16.31). PVAT attenuation alone predicted ischemic stroke or TIA (C-index: 0.71, 95%CI:0.70-0.73) and ischemic stroke alone (C-index: 0.78, 95%CI:0.63-0.93). Adding PVAT attenuation improved prediction beyond IPH (C-index: 0.66-0.68 to 0.81-0.84) and the ECST score (0.64-0.75 to 0.75-0.86, respectively).</p><p><strong>Conclusion: </strong>In symptomatic patients, PVAT attenuation is an independent marker for ischemic stroke and TIA risk.</p>","PeriodicalId":94071,"journal":{"name":"Journal of cardiovascular computed tomography","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145949215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Novel deep learning CCTA-FFR for detecting functionally significant coronary stenosis: Comparison with iFR. 新型深度学习CCTA-FFR检测功能显著的冠状动脉狭窄:与iFR的比较。
Pub Date : 2026-01-09 DOI: 10.1016/j.jcct.2025.12.007
Mona P Roshan, Grayson V Gigliotti, Jeffrey Gonzalez, Ricardo A Cury, Chrisnel Lamy, Karl Sayegh, Ricardo C Cury

Background: Deep learning-based fractional flow reserve derived from coronary CT angiography (CT-FFR) enables noninvasive assessment of lesion-specific ischemia. Onsite CT-FFR systems provide near-real-time physiologic evaluation at the workstation, potentially reducing unnecessary invasive testing. This study evaluated the diagnostic performance of a novel onsite deep learning CT-FFR algorithm compared with invasive instantaneous wave-free ratio (iFR).

Methods: We retrospectively analyzed 44 patients (44 lesions) who underwent clinically indicated coronary CT angiography (CCTA) and invasive iFR. CT-FFR values were generated using an onsite deep learning algorithm (cFFR v6) 1-2 ​cm distal to visually identified stenoses. Physiologic significance was defined as CT-FFR ≤0.80 or iFR ≤0.89. Diagnostic performance metrics were calculated overall and within CCTA stenosis strata (<50 ​%, 50-70 ​%, >70 ​%). ROC analysis and Pearson correlation assessed discriminative ability and linear association. Additional comparative analyses evaluated diagnostic accuracy of CCTA ≥50 ​% and ≥70 ​% thresholds relative to iFR and quantified incremental diagnostic value of CT-FFR over CCTA alone.

Results: Of 44 lesions, 28 (63.6 ​%) were iFR-positive and 30 (68.2 ​%) were CT-FFR-positive. CT-FFR demonstrated a sensitivity of 89.3 ​%, specificity of 68.8 ​%, positive predictive value of 83.3 ​%, negative predictive value of 78.6 ​%, and accuracy of 81.8 ​%; the area under the ROC curve was 0.79 (95 ​% CI, 0.66-0.92). CT-FFR and iFR showed a modest but significant correlation (r ​≈ ​0.37). Performance remained favorable in moderate (40-70 ​%) stenoses (AUC 0.73) and severe (>70 ​%) stenoses (AUC 0.84). In contrast, CCTA ≥50 ​% and ≥70 ​% thresholds showed limited discriminatory ability versus iFR (AUC 0.44 and 0.52, respectively). Compared with CCTA alone, CT-FFR improved both sensitivity and specificity and substantially increased AUC across both thresholds.

Conclusion: The onsite deep learning CT-FFR algorithm demonstrated good diagnostic agreement with invasive iFR and maintained performance across stenosis severity categories, while providing clear incremental value over CCTA stenosis assessment alone. These findings support the feasibility of rapid, workstation-integrated physiologic assessment during CCTA interpretation. Larger multicenter studies are needed to validate these results and clarify the clinical role of onsite CT-FFR.

背景:基于深度学习的冠状动脉CT血管造影(CT- ffr)的分数血流储备能够无创地评估病变特异性缺血。现场CT-FFR系统在工作站提供近实时的生理评估,潜在地减少了不必要的侵入性测试。本研究评估了一种新型现场深度学习CT-FFR算法与有创瞬时无波比(iFR)的诊断性能。方法:我们回顾性分析44例(44个病变)行临床指示的冠状动脉CT血管造影(CCTA)和有创iFR的患者。CT-FFR值使用现场深度学习算法(cFFR v6)在视觉识别的狭窄远端1-2 cm处生成。生理意义定义为CT-FFR≤0.80或iFR≤0.89。总体和CCTA狭窄层(70%)内计算诊断性能指标。ROC分析及Pearson相关评估判别能力及线性关联。另外的比较分析评估了CCTA相对于iFR≥50%和≥70%阈值的诊断准确性,以及CT-FFR相对于单独CCTA的量化增量诊断价值。结果:44例病灶中ifr阳性28例(63.6%),ct - ffr阳性30例(68.2%)。CT-FFR的敏感性为89.3%,特异性为68.8%,阳性预测值为83.3%,阴性预测值为78.6%,准确率为81.8%;ROC曲线下面积为0.79 (95% CI, 0.66 ~ 0.92)。CT-FFR与iFR相关性不显著(r≈0.37)。中度(40- 70%)狭窄(AUC 0.73)和重度(50 - 70%)狭窄(AUC 0.84)的表现仍然良好。相比之下,CCTA≥50%和≥70%阈值与iFR相比显示有限的区分能力(AUC分别为0.44和0.52)。与单独CCTA相比,CT-FFR提高了敏感性和特异性,并大大增加了两个阈值的AUC。结论:现场深度学习CT-FFR算法与有创iFR具有良好的诊断一致性,并在不同的狭窄严重程度类别中保持良好的表现,同时比单独的CCTA狭窄评估提供了明确的增量价值。这些发现支持在CCTA解释过程中快速、工作站集成的生理评估的可行性。需要更大规模的多中心研究来验证这些结果,并阐明现场CT-FFR的临床作用。
{"title":"Novel deep learning CCTA-FFR for detecting functionally significant coronary stenosis: Comparison with iFR.","authors":"Mona P Roshan, Grayson V Gigliotti, Jeffrey Gonzalez, Ricardo A Cury, Chrisnel Lamy, Karl Sayegh, Ricardo C Cury","doi":"10.1016/j.jcct.2025.12.007","DOIUrl":"https://doi.org/10.1016/j.jcct.2025.12.007","url":null,"abstract":"<p><strong>Background: </strong>Deep learning-based fractional flow reserve derived from coronary CT angiography (CT-FFR) enables noninvasive assessment of lesion-specific ischemia. Onsite CT-FFR systems provide near-real-time physiologic evaluation at the workstation, potentially reducing unnecessary invasive testing. This study evaluated the diagnostic performance of a novel onsite deep learning CT-FFR algorithm compared with invasive instantaneous wave-free ratio (iFR).</p><p><strong>Methods: </strong>We retrospectively analyzed 44 patients (44 lesions) who underwent clinically indicated coronary CT angiography (CCTA) and invasive iFR. CT-FFR values were generated using an onsite deep learning algorithm (cFFR v6) 1-2 ​cm distal to visually identified stenoses. Physiologic significance was defined as CT-FFR ≤0.80 or iFR ≤0.89. Diagnostic performance metrics were calculated overall and within CCTA stenosis strata (<50 ​%, 50-70 ​%, >70 ​%). ROC analysis and Pearson correlation assessed discriminative ability and linear association. Additional comparative analyses evaluated diagnostic accuracy of CCTA ≥50 ​% and ≥70 ​% thresholds relative to iFR and quantified incremental diagnostic value of CT-FFR over CCTA alone.</p><p><strong>Results: </strong>Of 44 lesions, 28 (63.6 ​%) were iFR-positive and 30 (68.2 ​%) were CT-FFR-positive. CT-FFR demonstrated a sensitivity of 89.3 ​%, specificity of 68.8 ​%, positive predictive value of 83.3 ​%, negative predictive value of 78.6 ​%, and accuracy of 81.8 ​%; the area under the ROC curve was 0.79 (95 ​% CI, 0.66-0.92). CT-FFR and iFR showed a modest but significant correlation (r ​≈ ​0.37). Performance remained favorable in moderate (40-70 ​%) stenoses (AUC 0.73) and severe (>70 ​%) stenoses (AUC 0.84). In contrast, CCTA ≥50 ​% and ≥70 ​% thresholds showed limited discriminatory ability versus iFR (AUC 0.44 and 0.52, respectively). Compared with CCTA alone, CT-FFR improved both sensitivity and specificity and substantially increased AUC across both thresholds.</p><p><strong>Conclusion: </strong>The onsite deep learning CT-FFR algorithm demonstrated good diagnostic agreement with invasive iFR and maintained performance across stenosis severity categories, while providing clear incremental value over CCTA stenosis assessment alone. These findings support the feasibility of rapid, workstation-integrated physiologic assessment during CCTA interpretation. Larger multicenter studies are needed to validate these results and clarify the clinical role of onsite CT-FFR.</p>","PeriodicalId":94071,"journal":{"name":"Journal of cardiovascular computed tomography","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145949190","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ethnic differences in left ventricular myocardial volume assessed by coronary computed tomography angiography in asymptomatic adults. 无症状成人冠状动脉ct血管造影评估左心室心肌容量的种族差异。
Pub Date : 2026-01-03 DOI: 10.1016/j.jcct.2025.12.010
Sahar Zahraee, Iskander Beshoy, April Kinninger, Song Shou Mao, Matthew J Budoff
{"title":"Ethnic differences in left ventricular myocardial volume assessed by coronary computed tomography angiography in asymptomatic adults.","authors":"Sahar Zahraee, Iskander Beshoy, April Kinninger, Song Shou Mao, Matthew J Budoff","doi":"10.1016/j.jcct.2025.12.010","DOIUrl":"https://doi.org/10.1016/j.jcct.2025.12.010","url":null,"abstract":"","PeriodicalId":94071,"journal":{"name":"Journal of cardiovascular computed tomography","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145902033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep Learning-Based denoising improves myocardial late enhancement imaging with spectral photon-counting CT. 基于深度学习的去噪改进了光谱光子计数CT心肌后期增强成像。
Pub Date : 2025-12-26 DOI: 10.1016/j.jcct.2025.12.002
José Osoria-Velasquez, Giuseppe Tremamunno, Tilman Emrich, James Ira Griggers, Sardi Hyska, Dmitrij Kravchenko, Fabian Bamberg, Moritz C Halfmann, Milán Vecsey-Nagy, Akos Varga-Szemes, Muhammad Taha Hagar
{"title":"Deep Learning-Based denoising improves myocardial late enhancement imaging with spectral photon-counting CT.","authors":"José Osoria-Velasquez, Giuseppe Tremamunno, Tilman Emrich, James Ira Griggers, Sardi Hyska, Dmitrij Kravchenko, Fabian Bamberg, Moritz C Halfmann, Milán Vecsey-Nagy, Akos Varga-Szemes, Muhammad Taha Hagar","doi":"10.1016/j.jcct.2025.12.002","DOIUrl":"https://doi.org/10.1016/j.jcct.2025.12.002","url":null,"abstract":"","PeriodicalId":94071,"journal":{"name":"Journal of cardiovascular computed tomography","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145847063","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Coronary computed Tomography-Based surveillance for coronary allograft vasculopathy in pediatric heart transplant recipients: The role of CT-derived fractional flow reserve. 冠状动脉计算机断层扫描监测儿童心脏移植受者冠状动脉异体移植血管病变:ct衍生的血流储备分数的作用。
Pub Date : 2025-12-24 DOI: 10.1016/j.jcct.2025.12.001
Sanja Dzelebdzic, Pavithra Kolla, Tayaba Miah, Ryan Davies, Gerald F Greil, Drishti Tolani, Jonathon Leipsic, Nathanya Baez Hernandez, Ryan Butts, Tarique Hussain, Munes Fares
{"title":"Coronary computed Tomography-Based surveillance for coronary allograft vasculopathy in pediatric heart transplant recipients: The role of CT-derived fractional flow reserve.","authors":"Sanja Dzelebdzic, Pavithra Kolla, Tayaba Miah, Ryan Davies, Gerald F Greil, Drishti Tolani, Jonathon Leipsic, Nathanya Baez Hernandez, Ryan Butts, Tarique Hussain, Munes Fares","doi":"10.1016/j.jcct.2025.12.001","DOIUrl":"https://doi.org/10.1016/j.jcct.2025.12.001","url":null,"abstract":"","PeriodicalId":94071,"journal":{"name":"Journal of cardiovascular computed tomography","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145835841","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of cardiovascular computed tomography
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