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Cardiac MR function analysis with DL-based super resolution reconstruction: application in the clinical setting. 基于dl的超分辨率重建心脏MR功能分析:在临床中的应用。
IF 1.5 Pub Date : 2026-02-09 DOI: 10.1007/s10554-026-03642-8
Franziska Adomat, Christof Schaub, Tobias Hoh, Xenia Fischer, Roman Guggenberger, Robert Manka, Matthias Eberhard, Lucas Weber

To assess differences in volumetry, image quality and acquisition time between balanced steady-state free precession cine sequences acquired using (a) a standardized sensitivity encoding (SENSE) approach and (b) deep learning-based super-resolution reconstruction based on high-resolution images acquired with compressed sensitivity encoding (C-SENSE). We retrospectively evaluated 31 consecutive patients (mean age 61.2 ± 13.1 years, 26% female (8/31) and 74% male (23/31)) undergoing cardiac magnetic resonance imaging (MRI) examinations to assess for the presence of ischemic and non-ischemic cardiomyopathies. Cine images were acquired using a 1.5T Philips Ingenia MRI scanner, with classic parallel imaging (SENSE) and compressed sensing (C-SENSE) accelerated acquisition techniques (R = 2 and R = 4, respectively). C-SENSE datasets were reconstructed using a deep learning-based denoising and super-resolution algorithm to enhance image resolution and quality (CS-SR). To evaluate cardiac function, manual left ventricular (LV) segmentation and volumetric analysis were performed on both datasets by two readers, who were blinded to the clinical data. Image quality was rated independently by three readers using Likert scales. Correlation between SENSE and CS-SR datasets with respect to LV volumetry was high (r = 0.98-1.00), with no significant differences found for end-diastolic volume (mean difference 0.04 ml, limits of agreement (LoA) -11.19 to 11.26 ml; p = 0.970) or end-systolic volume (mean difference 1.60 ml, LoA - 7.48 to 10.68 ml; p = 0.064). Overall subjective image quality was comparable (p = 0.061), with CS-SR offering better image sharpness at the cost of increased artifacts (p < 0.001 respectively). Image acquisition time was significantly accelerated with C-SENSE acquisition (SENSE: 411.1 ± 47.7 s, C-SENSE: 165.6 ± 21.5 s; p < 0.001). CS-SR shows promise in streamlining routine cardiac imaging by significantly shortening acquisition times, without impairing LV volumetric analysis, while preserving overall image quality and resolution.

评估使用(a)标准化灵敏度编码(SENSE)方法和(b)基于压缩灵敏度编码(C-SENSE)获得的高分辨率图像的基于深度学习的超分辨率重建方法获得的平衡稳态自由进动电影序列在体积、图像质量和采集时间方面的差异。我们回顾性评估了31例连续接受心脏磁共振成像(MRI)检查的患者(平均年龄61.2±13.1岁,26%为女性(8/31),74%为男性(23/31)),以评估是否存在缺血性和非缺血性心肌病。使用1.5T Philips Ingenia MRI扫描仪获取电影图像,采用经典平行成像(SENSE)和压缩感知(C-SENSE)加速采集技术(R = 2和R = 4)。使用基于深度学习的去噪和超分辨率算法重建C-SENSE数据集,以提高图像分辨率和质量(CS-SR)。为了评估心功能,两名对临床数据不知情的读者对两个数据集进行了手动左心室(LV)分割和容量分析。图像质量由三位读者使用李克特量表独立评定。SENSE和CS-SR数据集在左室容积测量方面的相关性很高(r = 0.98-1.00),舒张末期容积无显著差异(平均差0.04 ml,一致限(LoA) -11.19至11.26 ml;p = 0.970)或收缩末期容积(平均差1.60 ml, LoA - 7.48 ~ 10.68 ml; p = 0.064)。总体主观图像质量相当(p = 0.061), CS-SR以增加伪影为代价提供更好的图像清晰度(p
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引用次数: 0
Non-invasive assessment of plaque characteristics in diffuse and focal coronary artery disease; plaque vulnerability and high-risk features. 冠状动脉弥漫性和局灶性病变斑块特征的无创评估斑块易损性和高危性特点。
IF 1.5 Pub Date : 2026-02-09 DOI: 10.1007/s10554-026-03638-4
Emine Sebnem Durmaz, Gunduz İncesu, Tolga Kaan Erden, Merdan Adiguzel, Sedef Mevlude Karabocek, Sedat Güney, Ayten Ozal, Ezgi Deniz Gokce, Selin İsmailoglu, Yusuf Eren Başer, Damla Raimoglou, Murat Cimci, Bilgehan Karadag, Eser Durmaz

Recent studies have suggested that focal and diffuse atherosclerotic coronary artery disease (CAD) have significantly different plaque composition, treatment efficacy and outcomes. In this study, we aimed to investigate the plaque characteristics of diffuse and focal lesions in patients who underwent coronary computed tomography angiography (CCTA) for the assessment of obstructive CAD. Patients with CAD-RADS score ≥ 2 were retrospectively reviewed. Plaque characteristics, composition and high-risk features were assessed. Plaques ≥ 20 mm or ≥ 25% of total vessel length were accepted as diffuse lesions and otherwise focal lesions. CCTA-derived plaque features and lesion-oriented cardiac outcomes were compared. After the exclusion of ineligible patients, 597 lesions of 441 patients were evaluated. The mean age of the study population was 55 ± 9,4 years. There were 463 focal lesions and 134 diffuse lesions. Diffuse lesions demonstrated higher calcification (p:0.001). CCTA-derived high-risk features, including spotty calcification (p:0.001), low-attenuation plaque (p: 0.041) and positive remodeling (p: 0.016), were more prevalent in focal disease. In addition, high-risk plaque was also higher in focal lesions(p: 0.022). Moreover, lesions with ≥ 70% plaque burden were significantly higher in focal lesions (p:0.044). Multivariate analysis demonstrated that plaque burden ≥ 70% and CCTA-derived high-risk plaque were independently associated with cardiac outcomes. During the follow-up, lesion-oriented myocardial infarction and revascularization were higher in diffuse disease (p < 0.001 and p:0.015, respectively). Diffuse and focal atherosclerotic lesions demonstrate significant differences regarding plaque vulnerability. Moreover, diffuse plaques have a worse prognosis compared to focal lesions.

最近的研究表明局灶性和弥漫性动脉粥样硬化性冠状动脉疾病(CAD)有明显不同的斑块组成、治疗效果和结局。在这项研究中,我们的目的是研究在接受冠状动脉计算机断层血管造影(CCTA)评估阻塞性CAD的患者中弥漫性和局灶性病变的斑块特征。回顾性分析CAD-RADS评分≥2分的患者。评估斑块特征、组成和高危特征。斑块≥20mm或≥血管总长度的25%被认为是弥漫性病变,否则被认为是局灶性病变。比较ccta衍生的斑块特征和病变导向的心脏结果。排除不符合条件的患者后,对441例患者中的597个病变进行了评估。研究人群的平均年龄为55±9.4岁。局灶性病变463例,弥漫性病变134例。弥漫性病变显示较高的钙化(p:0.001)。ccta衍生的高危特征,包括点状钙化(p:0.001)、低衰减斑块(p: 0.041)和正重构(p: 0.016),在局灶性疾病中更为普遍。此外,高危斑块在局灶性病变中也较高(p: 0.022)。此外,斑块负担≥70%的病变在局灶性病变中明显更高(p:0.044)。多因素分析表明,斑块负担≥70%和ccta衍生的高危斑块与心脏结局独立相关。在随访期间,弥漫性疾病的病灶型心肌梗死和血运重建率较高(p
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引用次数: 0
Sex differences in hemodynamics and remodeling patterns uncovered by automated Machine-Learning 3D echocardiography in aortic stenosis with preserved ejection fraction. 保留射血分数的主动脉狭窄的自动机器学习3D超声心动图揭示了血流动力学和重塑模式的性别差异。
IF 1.5 Pub Date : 2026-02-09 DOI: 10.1007/s10554-026-03637-5
Andrea Barbieri, Vera Laus, Francesca Mantovani, Francesca Bursi, Niccolò Bonini, Silvia Bonatti, Benedetta Cherubini, Mattia Malaguti, Matteo Paolini, Marie-Annick Clavel, Giuseppe Boriani

Women with aortic stenosis (AS) are underdiagnosed and undertreated compared to men and face a higher mortality risk despite similar symptoms and fewer comorbidities. Sex-specific differences in left ventricular (LV) remodeling may contribute to this disparity. We investigated whether a fully automated, machine-learning-based three-dimensional echocardiography (3DE) approach, the Dynamic Heart Model (DHM), improves the detection of these differences compared to conventional two-dimensional echocardiography (2DE). This study investigates sex-related differences in cardiac remodeling and hemodynamics in AS patients with a preserved ejection fraction (EF ≥ 50%), comparing results from 2D echocardiography (2DE) and 3D echocardiography (3DE) via the DHM. The study included 101 consecutive patients with AS (42% women) who were assessed with 2DE and DHM. Parameters such as LV volumes, mass (LVM), stroke volume (SV), and aortic valve area (AVA) were measured and indexed to body surface area (BSA). Sex-specific differences were analyzed, with a focus on identifying significant remodeling patterns. Women exhibited smaller LV end-diastolic volume (EDV) and end-systolic volume (ESV) by DHM compared to men (115 mL vs. 155 mL, p < 0.001; 51 mL vs. 66 mL, p < 0.001). Indexed EDV (EDVi) and ESV (ESVi) were also significantly lower in women (69 mL/m² vs. 84 mL/m², p < 0.001; 30 mL/m² vs. 34 mL/m², p = 0.002). LVM and indexed LV mass (LVMi) were significantly lower in women when measured by DHM (131 g vs. 163 g, p < 0.001; 75 g/m² vs. 89 g/m², p = 0.005), whereas 2DE did not reveal statistically significant differences. Women exhibited a more concentric LV geometry, as reflected by higher relative wall thickness than men (0.42 vs. 0.36; p = 0.04). Despite similar hemodynamic parameters, women had significantly smaller DHM-derived AVA (0.90 cm² vs. 1.20 cm², p < 0.001), correlating with reduced SV (64 mL vs. 90 mL, p < 0.001). This study highlights that significant sex-related differences in LV remodeling and AS severity are better captured by DHM than 2DE, emphasizing the importance of sex-specific considerations and accurate measurements in evaluating and managing AS.

与男性相比,患有主动脉瓣狭窄(AS)的女性被诊断和治疗不足,尽管症状相似,合并症较少,但她们面临更高的死亡风险。左心室(LV)重构的性别特异性差异可能导致这种差异。我们研究了一种全自动的、基于机器学习的三维超声心动图(3DE)方法,即动态心脏模型(DHM),与传统的二维超声心动图(2DE)相比,是否能提高对这些差异的检测。本研究探讨了保留射血分数(EF≥50%)的AS患者心脏重构和血流动力学的性别差异,并通过DHM比较了2D超声心动图(2DE)和3D超声心动图(3DE)的结果。该研究纳入了101例连续的AS患者(42%为女性),并对其进行了2DE和DHM评估。测量左室容积、质量(LVM)、卒中容积(SV)、主动脉瓣面积(AVA)等参数,并与体表面积(BSA)进行指标比较。分析了性别特异性差异,重点是确定重要的重塑模式。与男性相比,女性DHM表现出较小的左室舒张末期容积(EDV)和收缩末期容积(ESV) (115 mL vs 155 mL, p
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引用次数: 0
Left circumflex coronary artery to coronary sinus fistula diagnosed by 4D flow cardiac MR-advanced cardiac imaging. 左旋冠状动脉至冠状窦瘘的4D血流心脏mr高级成像诊断。
IF 1.5 Pub Date : 2026-02-04 DOI: 10.1007/s10554-026-03644-6
Jana Polakova Mistinova, Milan Helebrandt, Katarina Adamova, Marek Kardos

Left coronary artery fistula into the coronary sinus is a very rare anomaly. The 4D flow sequence is a useful tool that provides excellent anatomical delineation and enables shunt quantification.

左冠状动脉瘘进入冠状窦是一种非常罕见的异常。4D血流序列是一种有用的工具,可以提供出色的解剖描绘并实现分流量化。
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引用次数: 0
A single-center observational study on the impact of intravascular ultrasound-detected attenuated plaque on coronary microvascular dysfunction following percutaneous coronary intervention. 超声检测血管内衰减斑块对经皮冠状动脉介入治疗后冠状动脉微血管功能障碍影响的单中心观察研究
IF 1.5 Pub Date : 2026-02-04 DOI: 10.1007/s10554-026-03633-9
Ya Chang, Liu Li, Jie Zhou, Mei Wei, Qinghou Zheng, Le Wang, Yinge Zhan
<p><p>This study aims to investigate the impact of intravascular ultrasound (IVUS)-detected attenuated plaque (AP) on coronary microvascular dysfunction (CMVD) in patients with unstable angina undergoing percutaneous coronary intervention (PCI). The primary endpoints were the incidence of the no-reflow phenomenon, peri-procedural myocardial injury (PMI), post-procedural Thrombolysis in Myocardial Infarction (TIMI) myocardial perfusion frame count (TMPFC), and myocardial perfusion assessed by single-photon emission computed tomography (SPECT). This single-center, observational study, conducted in accordance with the STROBE guidelines, enrolled patients with unstable angina who underwent PCI with IVUS guidance. Based on IVUS findings, patients were retrospectively categorized into an AP group and a non-AP group. We compared the incidence of intraprocedural no-reflow, post-PCI cardiac biomarkers (cTnI and CK-MB), post-PCI TMPFC, and SPECT findings at baseline and 3 days post-PCI. Multivariable logistic regression analysis was performed to identify independent predictors of no-reflow, adjusting for confounders such as plaque burden. Secondary outcomes included major adverse cardiovascular and cerebrovascular events (MACCE) at 6-month follow-up. A total of 563 patients were included (229 in the AP group, 334 in the non-AP group). Baseline clinical and lesion characteristics were largely comparable, except for higher total cholesterol in the AP group (5.11 ± 0.37 vs. 4.98 ± 0.86 mmol/L, P = 0.031) and a significantly higher plaque burden in the AP group (76.8 ± 9.4% vs. 68.5 ± 10.2%, P < 0.001). The incidence of no-reflow was significantly higher in the AP group compared to the non-AP group (37.1% vs. 12.8%, P < 0.001). Post-PCI levels of cTnI (0.42 ± 0.28 vs. 0.15 ± 0.09 ng/mL) and CK-MB were significantly elevated in the AP group (P < 0.001), indicating greater peri-procedural myocardial injury. Post-PCI TMPFC was prolonged in the AP group (107.55 ± 24.19 vs. 89.86 ± 18.91 frames, P < 0.001), indicating impaired myocardial perfusion. While pre-procedural SPECT results were similar, at 3 days post-PCI, the AP group exhibited significantly greater stress ischemic segment counts, higher resting and stress perfusion total scores, and larger abnormal perfusion areas compared to the non-AP group (all P < 0.05). Multivariable analysis confirmed that the presence of AP was an independent predictor of no-reflow (OR 3.12, 95% CI 1.85-5.26, P < 0.001), independent of plaque burden. At 6-month follow-up, the incidence of MACCE was not statistically different between the two groups (8.2% vs. 6.2%, P = 0.357). In patients with unstable angina undergoing PCI, the presence of IVUS-detected attenuated plaque is strongly associated with an increased incidence of intraprocedural no-reflow, peri-procedural myocardial injury, and objective evidence of post-procedural coronary microvascular dysfunction. Although this did not translate to a significant difference in 6-mont
本研究旨在探讨血管内超声(IVUS)检测的减毒斑块(AP)对经皮冠状动脉介入治疗(PCI)不稳定心绞痛患者冠状动脉微血管功能障碍(CMVD)的影响。主要终点是无回流现象的发生率、术中心肌损伤(PMI)、术后心肌梗死溶栓(TIMI)、心肌灌注帧数(TMPFC)和单光子发射计算机断层扫描(SPECT)评估的心肌灌注。这项单中心观察性研究按照STROBE指南进行,纳入了在IVUS指导下接受PCI治疗的不稳定型心绞痛患者。根据IVUS结果,回顾性地将患者分为AP组和非AP组。我们比较了术中无回流发生率、pci后心脏生物标志物(cTnI和CK-MB)、pci后TMPFC和pci后3天的SPECT结果。进行多变量logistic回归分析以确定无血流的独立预测因素,调整混杂因素如斑块负担。次要结局包括6个月随访时的主要心脑血管不良事件(MACCE)。共纳入563例患者(AP组229例,非AP组334例)。除了AP组总胆固醇较高(5.11±0.37 vs. 4.98±0.86 mmol/L, P = 0.031)和斑块负担明显较高(76.8±9.4% vs. 68.5±10.2%,P = 0.031)外,基线临床和病变特征基本相似
{"title":"A single-center observational study on the impact of intravascular ultrasound-detected attenuated plaque on coronary microvascular dysfunction following percutaneous coronary intervention.","authors":"Ya Chang, Liu Li, Jie Zhou, Mei Wei, Qinghou Zheng, Le Wang, Yinge Zhan","doi":"10.1007/s10554-026-03633-9","DOIUrl":"https://doi.org/10.1007/s10554-026-03633-9","url":null,"abstract":"&lt;p&gt;&lt;p&gt;This study aims to investigate the impact of intravascular ultrasound (IVUS)-detected attenuated plaque (AP) on coronary microvascular dysfunction (CMVD) in patients with unstable angina undergoing percutaneous coronary intervention (PCI). The primary endpoints were the incidence of the no-reflow phenomenon, peri-procedural myocardial injury (PMI), post-procedural Thrombolysis in Myocardial Infarction (TIMI) myocardial perfusion frame count (TMPFC), and myocardial perfusion assessed by single-photon emission computed tomography (SPECT). This single-center, observational study, conducted in accordance with the STROBE guidelines, enrolled patients with unstable angina who underwent PCI with IVUS guidance. Based on IVUS findings, patients were retrospectively categorized into an AP group and a non-AP group. We compared the incidence of intraprocedural no-reflow, post-PCI cardiac biomarkers (cTnI and CK-MB), post-PCI TMPFC, and SPECT findings at baseline and 3 days post-PCI. Multivariable logistic regression analysis was performed to identify independent predictors of no-reflow, adjusting for confounders such as plaque burden. Secondary outcomes included major adverse cardiovascular and cerebrovascular events (MACCE) at 6-month follow-up. A total of 563 patients were included (229 in the AP group, 334 in the non-AP group). Baseline clinical and lesion characteristics were largely comparable, except for higher total cholesterol in the AP group (5.11 ± 0.37 vs. 4.98 ± 0.86 mmol/L, P = 0.031) and a significantly higher plaque burden in the AP group (76.8 ± 9.4% vs. 68.5 ± 10.2%, P &lt; 0.001). The incidence of no-reflow was significantly higher in the AP group compared to the non-AP group (37.1% vs. 12.8%, P &lt; 0.001). Post-PCI levels of cTnI (0.42 ± 0.28 vs. 0.15 ± 0.09 ng/mL) and CK-MB were significantly elevated in the AP group (P &lt; 0.001), indicating greater peri-procedural myocardial injury. Post-PCI TMPFC was prolonged in the AP group (107.55 ± 24.19 vs. 89.86 ± 18.91 frames, P &lt; 0.001), indicating impaired myocardial perfusion. While pre-procedural SPECT results were similar, at 3 days post-PCI, the AP group exhibited significantly greater stress ischemic segment counts, higher resting and stress perfusion total scores, and larger abnormal perfusion areas compared to the non-AP group (all P &lt; 0.05). Multivariable analysis confirmed that the presence of AP was an independent predictor of no-reflow (OR 3.12, 95% CI 1.85-5.26, P &lt; 0.001), independent of plaque burden. At 6-month follow-up, the incidence of MACCE was not statistically different between the two groups (8.2% vs. 6.2%, P = 0.357). In patients with unstable angina undergoing PCI, the presence of IVUS-detected attenuated plaque is strongly associated with an increased incidence of intraprocedural no-reflow, peri-procedural myocardial injury, and objective evidence of post-procedural coronary microvascular dysfunction. Although this did not translate to a significant difference in 6-mont","PeriodicalId":94227,"journal":{"name":"The international journal of cardiovascular imaging","volume":" ","pages":""},"PeriodicalIF":1.5,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146121524","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
Comparison of SYNTAX scores between coronary CT angiography and invasive coronary angiography: a systematic review and meta-analysis. 冠状动脉CT血管造影和有创冠状动脉造影的SYNTAX评分比较:系统回顾和荟萃分析。
IF 1.5 Pub Date : 2026-02-04 DOI: 10.1007/s10554-026-03626-8
Hazhir Moradi, Seyed Reza Tabibian, Mahdi Saberi Pirouz, Elahe Zare-Farashbandi, Amirreza Sajjadieh Khajouei

Accurate assessment of coronary lesion complexity is essential for guiding revascularization strategies in patients with coronary artery disease. The SYNTAX score, originally derived from invasive coronary angiography (ICA), plays a key role in clinical decision-making. With advancements in cardiac computed tomography angiography (CCTA), its potential as a non-invasive tool for SYNTAX scoring has gained interest, but discrepancies between modalities remain uncertain. To systematically compare SYNTAX scores obtained by CCTA versus ICA and evaluate their concordance, with implications for clinical decision-making. We conducted a systematic review and meta-analysis of studies published between 2013 and 2024 comparing SYNTAX scores derived from CCTA and ICA in the same adult populations. Databases including PubMed, Embase, Scopus, Web of Science, and Cochrane Library were searched through January 2025. The primary outcome was the pooled standardized mean difference (Hedges' g) in SYNTAX scores between modalities. Risk of bias was assessed using QUADAS-2, and meta-regression explored potential sources of heterogeneity. Thirteen studies with a total of over 1,800 patients met inclusion criteria. The pooled analysis demonstrated a statistically significant underestimation of SYNTAX scores by CCTA compared to ICA (Hedges' g = - 0.121; 95% CI: -0.185 to - 0.056; p < 0.01). Heterogeneity was moderate (I² = 30.7%) after exclusion of one outlier. Meta-regression revealed no significant impact of publication year, scanner generation, or sample size on effect size. Several studies highlighted meaningful discrepancies in SYNTAX classification near critical decision thresholds (22 and 32). Funnel plot symmetry and Q-Q plot normality suggested minimal publication bias. CCTA systematically underestimates SYNTAX scores compared to ICA, which may impact treatment decisions in patients with complex coronary artery disease. While CCTA offers a promising non-invasive alternative, clinicians should interpret CCTA-derived SYNTAX scores with caution-particularly in borderline cases where therapeutic strategies may differ. Further standardization of scoring protocols and incorporation of functional imaging tools such as CT-FFR are warranted.

准确评估冠状动脉病变复杂性对指导冠状动脉疾病患者的血运重建策略至关重要。SYNTAX评分最初来源于有创冠状动脉造影(ICA),在临床决策中起着关键作用。随着心脏计算机断层血管造影(CCTA)技术的进步,其作为一种无创的SYNTAX评分工具的潜力已经引起了人们的兴趣,但不同方式之间的差异仍然不确定。系统地比较CCTA和ICA获得的SYNTAX评分,并评估其一致性,对临床决策的影响。我们对2013年至2024年间发表的研究进行了系统回顾和荟萃分析,比较了同一成年人群中CCTA和ICA得出的SYNTAX评分。检索截止到2025年1月的数据库包括PubMed、Embase、Scopus、Web of Science和Cochrane Library。主要结果是不同模式间SYNTAX评分的标准化平均差异(Hedges’g)。使用QUADAS-2评估偏倚风险,meta回归探讨异质性的潜在来源。13项研究共有1800多名患者符合纳入标准。合并分析显示,与ICA相比,CCTA对SYNTAX评分的低估在统计学上具有显著意义(Hedges的g = - 0.121; 95% CI: -0.185至- 0.056;p .1)
{"title":"Comparison of SYNTAX scores between coronary CT angiography and invasive coronary angiography: a systematic review and meta-analysis.","authors":"Hazhir Moradi, Seyed Reza Tabibian, Mahdi Saberi Pirouz, Elahe Zare-Farashbandi, Amirreza Sajjadieh Khajouei","doi":"10.1007/s10554-026-03626-8","DOIUrl":"https://doi.org/10.1007/s10554-026-03626-8","url":null,"abstract":"<p><p>Accurate assessment of coronary lesion complexity is essential for guiding revascularization strategies in patients with coronary artery disease. The SYNTAX score, originally derived from invasive coronary angiography (ICA), plays a key role in clinical decision-making. With advancements in cardiac computed tomography angiography (CCTA), its potential as a non-invasive tool for SYNTAX scoring has gained interest, but discrepancies between modalities remain uncertain. To systematically compare SYNTAX scores obtained by CCTA versus ICA and evaluate their concordance, with implications for clinical decision-making. We conducted a systematic review and meta-analysis of studies published between 2013 and 2024 comparing SYNTAX scores derived from CCTA and ICA in the same adult populations. Databases including PubMed, Embase, Scopus, Web of Science, and Cochrane Library were searched through January 2025. The primary outcome was the pooled standardized mean difference (Hedges' g) in SYNTAX scores between modalities. Risk of bias was assessed using QUADAS-2, and meta-regression explored potential sources of heterogeneity. Thirteen studies with a total of over 1,800 patients met inclusion criteria. The pooled analysis demonstrated a statistically significant underestimation of SYNTAX scores by CCTA compared to ICA (Hedges' g = - 0.121; 95% CI: -0.185 to - 0.056; p < 0.01). Heterogeneity was moderate (I² = 30.7%) after exclusion of one outlier. Meta-regression revealed no significant impact of publication year, scanner generation, or sample size on effect size. Several studies highlighted meaningful discrepancies in SYNTAX classification near critical decision thresholds (22 and 32). Funnel plot symmetry and Q-Q plot normality suggested minimal publication bias. CCTA systematically underestimates SYNTAX scores compared to ICA, which may impact treatment decisions in patients with complex coronary artery disease. While CCTA offers a promising non-invasive alternative, clinicians should interpret CCTA-derived SYNTAX scores with caution-particularly in borderline cases where therapeutic strategies may differ. Further standardization of scoring protocols and incorporation of functional imaging tools such as CT-FFR are warranted.</p>","PeriodicalId":94227,"journal":{"name":"The international journal of cardiovascular imaging","volume":" ","pages":""},"PeriodicalIF":1.5,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146121492","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
Artificial intelligence in estimating instantaneous wave-free ratio: a systematic literature review of techniques. 估计瞬时无波比的人工智能:技术的系统文献综述。
IF 1.5 Pub Date : 2026-02-04 DOI: 10.1007/s10554-026-03627-7
Yacoub Aldroubi, Tariq Alhusban, Rama Abu Yosef, Raghad Abusalha, Setri Fugar, Iyad Azzam

Fractional flow reserve (FFR) is an essential tool for evaluating coronary artery disease and directing percutaneous coronary intervention (PCI). The instantaneous wave-free ratio (iFR) has been validated as a non-hyperemic alternative with less procedural complexity and adverse effects, as no pharmacological induction of hyperemia is required. Nevertheless, iFR invasiveness limits the popularity of the technique in clinical practice. However, recent AI breakthroughs have led to improvements in the diagnostic accuracy of non-invasive iFR estimation via different imaging modalities such as X-ray coronary angiography (XCA) and coronary computed tomography angiography (CCTA). A systematic search was conducted in the Web of Science, PubMed, ScienceDirect, and Scopus databases without any date restriction. Only studies that resulted in the development of AI-based methods for the estimation of iFR were considered. Five studies met the inclusion criteria and used AI to estimate iFR from CCTA and XCA image data. The diagnostic accuracy reported varied from 58% to 90.2%, while sensitivity was between 37% and 87.2%, and specificity between 50% and 97.8%. Positive predictive value (PPV) and negative predictive value (NPV) ranged from 34% to 79% and 77% to 97.5%, respectively. The value of the receiver operating characteristic (ROC) curve ranged from 0.89 to 0.98. The QUADAS-2 tool was used to evaluate the quality of the study. AI models reported a promising improvement in the assessment of coronary artery disease based on accurate non-invasive methodologies. However, further research is needed to establish standardized practices and ensure the accessibility and applicability of these tools.

分数血流储备(FFR)是评估冠状动脉疾病和指导经皮冠状动脉介入治疗(PCI)的重要工具。瞬时无波比(iFR)已被证实是一种非充血的替代方法,具有较少的程序复杂性和副作用,因为不需要充血的药理诱导。然而,iFR的侵袭性限制了该技术在临床实践中的普及。然而,最近人工智能的突破已经提高了通过不同成像方式(如x射线冠状动脉造影(XCA)和冠状动脉计算机断层扫描血管造影(CCTA))进行非侵入性iFR估计的诊断准确性。系统检索Web of Science、PubMed、ScienceDirect和Scopus数据库,没有任何日期限制。仅考虑了基于人工智能的iFR估计方法的研究。5项研究符合纳入标准,并使用AI从CCTA和XCA图像数据中估计iFR。报告的诊断准确性从58%到90.2%不等,敏感性在37%到87.2%之间,特异性在50%到97.8%之间。阳性预测值(PPV)为34% ~ 79%,阴性预测值(NPV)为77% ~ 97.5%。受试者工作特征(ROC)曲线取值范围为0.89 ~ 0.98。采用QUADAS-2工具评价研究质量。人工智能模型报告了基于准确的非侵入性方法的冠状动脉疾病评估的有希望的改进。然而,需要进一步的研究来建立标准化的实践,并确保这些工具的可访问性和适用性。
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引用次数: 0
Multiparametric CMR for detection of cardiac amyloidosis in patients with undifferentiated concentric left ventricular hypertrophy. 多参数CMR检测未分化同心型左室肥厚患者的心脏淀粉样变性。
IF 1.5 Pub Date : 2026-02-02 DOI: 10.1007/s10554-026-03616-w
Sandra Quinn, Andrew Zbihley, Umar Ramzan, Connor Raikar, Joshua Engel, James C Carr, Bradley D Allen

Multiparametric CMR can detect cardiac amyloidosis (CA) in patients with undifferentiated concentric left ventricular hypertrophy (LVH). A retrospective patient search was performed for patients ≥ 18 years of age who received 1.5T CMR from January 2018 to August 2022 to evaluate for myocardial infiltration in the setting of known concentric LVH at a tertiary medical center. Clinical records were reviewed for positive diagnosis or exclusion of CA. CMR were post-processed to evaluate ventricular volumes and function, native T1 mapping, and extracellular volume (ECV). Late gadolinium enhancement (LGE) was qualitatively evaluated and each segment categorized into vascular or non-vascular LGE using the American Heart Association 16 segment model. Feature tracking strain (FTS) was performed on a subset of CA positive and CA negative patients. Group comparisons were made using one-way ANOVA (parametric) or Kruskal-Wallis (non-parametric) tests. Receiver operator characteristic (ROC) analysis with area under curve (AUC) values were generated for both individual and combined parameters using binary logistic regression (IBM SPSS Statistics V26.0, and DATATab 2025) to determine optimal cut-off parameters for detection of CA. CMR were performed in 278 patients for myocardial infiltration evaluation in the setting of known concentric LVH (mean age 63.2 ± 14.9, 46% female). Diagnostic groups were determined as follows: CA positive (n = 60), CA negative (n = 100) and CA unknown (n = 118). CA positive patients, when compared to both CA negative and CA unknown groups, respectively, demonstrated significantly higher age (69.9 ± 10.3 vs. 59.7 ± 14.2 and 62.9 ± 16.4 years), native T1 (1122.4 ± 64.6 vs. 1056.8 ± 69.7 and 1051.4 ± 54.0 ms), ECV (46.4 ± 11.5 vs. 32.1 ± 7.2 and 32.1 ± 7.6%) and number of segments with infarct-atypical LGE (10.2 ± 7.3 vs. 2.7 ± 4.7 and 2.0 ± 4.3). ROC AUC values were calculated for native T1 (0.80), ECV (0.88), and number of infarct-atypical LGE segments (0.76). A 4 parameter model including age, native T1, ECV, number of segments with non-vascular LGE demonstrated an AUC of 0.91 for detection of CA, with a sensitivity of 92% and specificity of 81%, which when applied to the CA unknown group, indicated 13 patients (11%) in this group may have CA. CA positive patients demonstrated reduced basal peak systolic strain and diastolic strain rates when compared to CA negative patients; a model combining these parameters with patient age demonstrated an AUC of 0.79 for detection of CA. Multiparametric CMR can discriminate CA positive patients from CA negative and undifferentiated LVH patients in a real-world tertiary center population. These findings demonstrate that CMR has significant diagnostic potential for detection of CA in patients with undifferentiated LVH.

多参数CMR可以检测未分化同心性左心室肥厚(LVH)患者的心脏淀粉样变性(CA)。回顾性检索2018年1月至2022年8月在三级医疗中心接受1.5T CMR的≥18岁患者,以评估已知同心LVH的心肌浸润情况。临床记录的阳性诊断或排除CA。CMR后处理评估心室容量和功能,原生T1映射和细胞外体积(ECV)。采用美国心脏协会16节段模型对晚期钆增强(LGE)进行定性评价,并将各节段分为血管性或非血管性LGE。对一部分CA阳性和CA阴性患者进行特征跟踪应变(FTS)。采用单因素方差分析(参数)或Kruskal-Wallis(非参数)检验进行组间比较。采用二元逻辑回归(IBM SPSS Statistics V26.0和DATATab 2025)对个体参数和组合参数进行ROC分析,以确定检测CA的最佳截止参数。278例患者在已知的心性LVH情况下进行CMR心肌浸润评估(平均年龄63.2±14.9岁,女性46%)。诊断组分为CA阳性(n = 60)、CA阴性(n = 100)和CA未知(n = 118)。与CA阴性组和CA未知组相比,CA阳性患者的年龄(69.9±10.3岁比59.7±14.2岁和62.9±16.4岁)、原生T1(1122.4±64.6岁比1056.8±69.7岁和1051.4±54.0 ms)、ECV(46.4±11.5岁比32.1±7.2岁和32.1±7.6%)和非典型梗死LGE节段数(10.2±7.3岁比2.7±4.7岁和2.0±4.3岁)均显著增加。计算原生T1(0.80)、ECV(0.88)和非典型梗死LGE段数(0.76)的ROC AUC值。包括年龄、原生T1、ECV、非血管性LGE节段数在内的4参数模型显示,CA检测的AUC为0.91,灵敏度为92%,特异性为81%,当应用于CA未知组时,该组13例(11%)患者可能患有CA。与CA阴性患者相比,CA阳性患者表现出更低的基础峰值收缩应变和舒张应变率;将这些参数与患者年龄相结合的模型显示,CA检测的AUC为0.79。在现实世界的三级中心人群中,多参数CMR可以区分CA阳性患者、CA阴性患者和未分化的LVH患者。这些结果表明,CMR在未分化LVH患者的CA检测中具有重要的诊断潜力。
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引用次数: 0
Prognostic value of CMR-derived myocardial strain in hypertrophic cardiomyopathy: a systematic review and meta-analysis. cmr衍生心肌应变对肥厚性心肌病的预后价值:一项系统回顾和荟萃分析。
IF 1.5 Pub Date : 2026-01-28 DOI: 10.1007/s10554-026-03634-8
Liang Cao, Chengke Wei, Rui Li, Feng Liu, Shunlin Guo
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引用次数: 0
Left atrial cardiomyopathy: association with atrial fibrillation and stroke recurrence. 左心房心肌病:与心房颤动和卒中复发的关系。
IF 1.5 Pub Date : 2026-01-28 DOI: 10.1007/s10554-026-03629-5
Laura B H Friderichsen, Bjørn S Larsen, Mark Aplin, Nis Høst, Rakin Hadad, Louisa M Christensen, Hanne Christensen, Inger Havsteen, Litten Bertelsen, Morten A V Lund, Thomas Jespersen, Dominik Linz, Ahmad Sajadieh

Aim: To investigate the association between functional and structural markers of left atrial (LA) dysfunction in patients with stroke of either (i) undetermined etiology or (ii) small or large-vessel stroke, and the recurrence of stroke or new-onset atrial fibrillation (AF).

Methods and results: Between 2019 and 2021 we consecutively included 91 patients with a recent stroke (< 30 days) without known or detected AF. All patients had cardiac magnetic resonance with late gadolinium enhancement to determine LA Emptying Fraction (LAEF), LA volumes, and LA fibrosis. Stroke adjudications were performed according to Trial of Org 10,172 in Acute Stroke Treatment classification as either undetermined etiology (n = 48) or stroke from large- or small-vessel disease (n = 43). The primary endpoint was a composite of stroke recurrence or new-onset AF. During follow-up, fourteen patients (15%) reached the combined primary endpoint of stroke or new-onset AF. Multivariable cause specific regression analysis demonstrated that a lower LAEF was associated with the primary endpoint (Hazard Ratio [HR], 1.41 per 5% decrease [95% CI, 1.09-1.82]) as well as LA enlargement (HR: 1.98 per 5 ml/m2 increase [95% CI 1.11-3.52]). LA fibrosis did not show any associations with the combined endpoint (HR 1.01 [95% CI 0.95-1.07]), or any of its components.

Conclusion: In patients with recent stroke, LAEF and LA enlargement, but not LA fibrosis, are associated with stroke recurrence or new-onset AF. Further studies are required to determine, whether LAEF as a component of ACM is a modifiable risk factor to reduce the risk of recurrent stroke and/or new-onset AF.

目的:探讨(1)病因不明或(2)小血管或大血管卒中患者左房功能障碍的功能和结构标志物与卒中或新发房颤(AF)复发的关系。方法和结果:在2019年至2021年期间,我们连续纳入了91例近期卒中患者(结论:在近期卒中患者中,LAEF和LA增大,而非LA纤维化,与卒中复发或新发房颤相关。需要进一步的研究来确定LAEF作为ACM的一个组成部分是否是降低卒中复发和/或新发房颤风险的可改变危险因素。
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引用次数: 0
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The international journal of cardiovascular imaging
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