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Sotatercept improves right ventricular function but is associated with new or worsening pericardial effusions: a CMR study in intermediate-high risk PAH. 索特塞普改善右心室功能,但与新的或恶化的心包积液有关:一项中高危PAH的CMR研究
IF 6.1 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-03-19 DOI: 10.1016/j.jocmr.2026.102714
Ruta Virsinskaite, Catherine J Beattie, Nina Karia, Tushar Kotecha, Benjamin E Schreiber, Jay Suntharalingam, Robert V MacKenzie Ross, Philip D Hughes, Julian Lentaigne, Ann M Scott-Russell, Victoria Parish, Ganesh Kasavkar, Bianca Dumitru, Gavin Thomas, Marianna Fontana, Vivek Muthurangu, J Gerry Coghlan, Daniel S Knight

Background: Sotatercept is a novel drug therapy for pulmonary arterial hypertension (PAH) that significantly reduces clinical worsening and improves exercise capacity, functional class and pulmonary haemodynamics. This study aims to use cardiovascular magnetic resonance (CMR) to monitor the cardiac response to sotatercept in patients with PAH.

Methods: Patients with PAH at intermediate-high or high mortality risk and already on background maximal triple PAH therapies, including parenteral prostacyclin analogue for at least 3 months, were offered enrolment to a patient access program for sotatercept at the Royal Free Hospital National Pulmonary Hypertension Service. Baseline and follow-up CMR studies were performed at a median interval of 24 (interquartile range 6) weeks.

Results: 18 out of 23 patients enrolled to the sotatercept access program underwent baseline and follow-up CMR studies (3 patients paused or discontinued sotatercept prior to 12 weeks; 2 patients were unable to undergo CMR). All 18 patients were stratified as being of intermediate-high mortality risk. Significant improvements were observed in right ventricular (RV) size (RV end-diastolic volume -34±30mL, p = 0.0023; RV end-systolic volume -27±29mL, p = 0.0023), RV mass (Z = -2.63, p = 0.016), RV function (RV ejection fraction 5±8%, p = 0.034) and right atrial size (-6±4cm2, p = 0.0023). End-systolic interventricular septal curvature also significantly improved at follow-up (Z = 2.07, p = 0.046), suggesting improvement in RV afterload. Five (28%) patients also had a new-onset (1) or larger (4) pericardial effusion without haemodynamic compromise at follow-up, despite improvements in clinical, biochemical and CMR metrics of PAH. The median increase in pericardial effusion volume was 69% (full range 33%-203%, Z = 2.0, p = 0.043).

Conclusion: CMR tracks improvements in right heart chamber size, mass and function along with metrics of RV afterload in patients with PAH receiving sotatercept. The improvements in RV size and function met or exceeded the clinically relevant minimally important differences for these CMR-derived metrics in patients with PAH. Routine interval surveillance with CMR in patients receiving sotatercept will also enable surveillance for the off-target finding of new-onset or worsening pericardial effusions.

背景:索特西普是一种治疗肺动脉高压(PAH)的新型药物,可显著减少临床恶化,改善运动能力、功能等级和肺血流动力学。本研究旨在利用心血管磁共振(CMR)监测PAH患者对索特塞普的心脏反应。方法:具有中高或高死亡率风险的PAH患者,已经接受背景最大三联PAH治疗,包括至少3个月的肠外前列环素类似物,被纳入英国皇家自由医院国家肺动脉高压服务中心的索特塞普患者准入计划。基线和随访CMR研究的中位数间隔为24周(四分位数间距为6周)。结果:纳入sotatercept项目的23例患者中有18例接受了基线和随访CMR研究(3例患者在12周前暂停或停止使用sotatercept; 2例患者无法接受CMR)。所有18例患者被分层为中高死亡率风险。右心室体积(右心室舒张末容积-34±30mL, p = 0.0023;右心室收缩末容积-27±29mL, p = 0.0023)、右心室质量(Z = -2.63, p = 0.016)、右心室功能(右心室射血分数5±8%,p = 0.034)和右心房大小(-6±4cm2, p = 0.0023)均有显著改善。收缩期终末室间隔曲度在随访时也显著改善(Z = 2.07, p = 0.046),提示心室负荷后改善。尽管PAH的临床、生化和CMR指标有所改善,但随访时仍有5例(28%)患者出现新发(1)或更大(4)心包积液,且无血流动力学损害。心包积液中位数增加69%(全范围33% ~ 203%,Z = 2.0, p = 0.043)。结论:CMR追踪接受索特塞普治疗的PAH患者右心室大小、质量和功能的改善,以及右心室负荷指标的改善。在PAH患者中,右心室大小和功能的改善达到或超过了这些cmr衍生指标的临床相关的最小重要差异。在接受索特塞普治疗的患者中,常规间歇监测CMR也有助于监测新发或恶化的心包积液的脱靶发现。
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引用次数: 0
Safety and T1 Reactivity for Vasodilator Stress Ferumoxytol-Enhanced Cardiac Magnetic Resonance Imaging. 血管扩张剂应激阿魏木酚增强心脏磁共振成像的安全性和T1反应性。
IF 6.1 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-03-19 DOI: 10.1016/j.jocmr.2026.102719
Arutyun Pogosyan, Mary J Keushkerian, Zhengyang Ming, Mostafa Mahmoudi, Myung S Sim, Yuxin Li, J Paul Finn, Kim-Lien Nguyen

Background: Ferumoxytol, an intravenous iron supplement that can be used off-label as a contrast agent in cardiovascular magnetic resonance (CMR), has been proposed to enhance the amplitude and dynamic range of myocardial T1 vasoreactivity. Its combined use with vasodilators during stress testing may pose additional risks for hypotension. We aim to evaluate the hemodynamic profile and myocardial T1 response of ferumoxytol and regadenoson for ferumoxytol-enhanced stress CMR (FE-CMR).

Methods: Seventy-two participants (ischemic heart disease [IHD]: N=44, healthy: N=28) underwent FE-CMR under continuous hemodynamic monitoring. All IHD patients underwent clinically-indicated regadenoson stress cardiac positron emission tomography (PET) between 6 days and 31 weeks before FE-CMR. Ferumoxytol was administered in cumulative doses of 3.0 or 4.0mg/kg, followed by regadenoson. Hemodynamic responses were compared with gadobutrol alone and with regadenoson alone. Post-contrast T1 maps were segmented to quantify FE-T1 vasoreactivity in healthy, remote, ischemic, and infarcted tissues. Linear mixed-effects models evaluated the effects of ferumoxytol and regadenoson on mean arterial pressure (MAP) and heart rate (HR), and compared FE-T1 vasoreactivity across tissue types.

Results: No severe or life-threatening adverse events occurred. Five patients had mild symptoms. One study was terminated early due to moderate hypotension. Post-ferumoxytol MAP increased slightly (0.1-3.4%) at rest, without statistical significance. MAP decreased modestly post-regadenoson (-5.3 to -2.8%; all P<0.05). HR remained stable after ferumoxytol administration at rest and increased transiently after regadenoson, consistent with its pharmacologic effect. Unlike the modest MAP increase with ferumoxytol at rest, gadobutrol produced minor MAP decreases (-2.1 to -0.8%), with no significant between-agent differences. FE-T1 vasoreactivity demonstrated a consistently blunted response across tissue types (ΔFE-T1 in remote: -7.6±0.2%, ischemic: -4.6±0.3%, scar: -1.6±0.4%, healthy: -9.5±0.3%; all P<0.05). Receiver operating characteristic analysis showed strong remote versus scar discrimination (AUC 0.86) and modest remote vs. ischemia discrimination (0.69).

Conclusions: Regadenoson stress FE-CMR is well-tolerated. Hemodynamic changes from combined ferumoxytol and regadenoson were small in magnitude and generally not clinically significant. Relative to healthy myocardium, blunted responses were observed in remote, ischemic, and infarcted tissues. Despite early promise, FE-T1 vasoreactivity requires further dedicated study to fully evaluate its diagnostic performance as a gadolinium-free imaging biomarker in IHD.

背景:阿魏木糖醇是一种静脉补铁剂,可作为心血管磁共振(CMR)造影剂使用,可增强心肌T1血管反应性的幅度和动态范围。在压力测试中联合使用血管扩张剂可能会增加低血压的风险。我们的目的是评估阿魏木糖醇和腺苷松在阿魏木糖醇增强应激CMR (FE-CMR)中的血流动力学特征和心肌T1反应。方法:72例参与者(缺血性心脏病[IHD]: N=44,健康:N=28)在连续血流动力学监测下进行FE-CMR。所有IHD患者在FE-CMR前6天至31周接受了临床指示的心脏正电子发射断层扫描(PET)。阿魏木醇的累积剂量分别为3.0或4.0mg/kg,其次是瑞腺苷松。比较单独加多比特和单独瑞格腺苷松的血流动力学反应。对比后的T1图被分割以量化健康、远端、缺血和梗死组织中的FE-T1血管反应性。线性混合效应模型评估阿魏木糖醇和regadenoson对平均动脉压(MAP)和心率(HR)的影响,并比较不同组织类型FE-T1血管反应性。结果:未发生严重或危及生命的不良事件。5名患者有轻微症状。一项研究因中度低血压而提前终止。静息时阿魏木糖醇后MAP略有升高(0.1 ~ 3.4%),无统计学意义。所有P1血管反应性在不同组织类型中均表现出一致的迟钝反应(ΔFE-T1在远端:-7.6±0.2%,缺血:-4.6±0.3%,疤痕:-1.6±0.4%,健康:-9.5±0.3%);所有p结论:Regadenoson应激FE-CMR耐受性良好。阿魏木糖醇和瑞腺苷松联合使用的血流动力学变化幅度小,通常没有临床意义。相对于健康心肌,在远端、缺血和梗死组织中观察到迟钝的反应。尽管有早期的希望,FE-T1血管反应性需要进一步的专门研究,以充分评估其作为IHD无钆成像生物标志物的诊断性能。
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引用次数: 0
Interactive Deep Learning for Myocardial Scar Segmentation Using Cardiovascular Magnetic Resonance. 基于心血管磁共振的交互式深度学习心肌疤痕分割。
IF 6.1 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-03-19 DOI: 10.1016/j.jocmr.2026.102720
Aida Moafi, Danial Moafi, Simran Shergill, Evgeny M Mirkes, David Adlam, Nilesh J Samani, Gerry P McCann, Mostafa Mehdipour Ghazi, J Ranjit Arnold

Background: Following myocardial infarction, late gadolinium-enhancement (LGE) assessed by cardiovascular magnetic resonance (CMR) provides a reliable metric for risk stratification and therapeutic planning. However, conventional segmentation methods are time-consuming and labor-intensive, with high interobserver variability and inconsistent performance in routine clinical practice. This study sought to develop an interactive deep learning system for scar segmentation and quantification.

Methods: The framework was developed and evaluated using LGE-CMR images from 348 patients with chronic myocardial infarction (244 training, 51 validation, 53 test). The model incorporates prompt-guided segmentation and leverages a vision foundation model adapted for medical imaging, integrated into a clinician-facing interface for real-time interaction, and automated quantification. Training used a composite loss function combining Dice overlap, voxel-wise cross-entropy, and Kullback-Leibler divergence against soft labels to address annotation uncertainty. Performance was evaluated on a held-out test set using expert manual annotations as the reference standard, with assessment of segmentation accuracy, repeatability, and agreement with the conventional full-width at half-maximum method (FWHM).

Results: The framework achieved expert-level segmentation performance on the test set (Dice similarity coefficient=0.74±0.10; Hausdorff distance=5.87±6.79mm) with median scar mass error of 1.28g (IQR 0.74-2.34), corresponding to 1.4% (IQR 0.81-2.47) of left ventricular mass. Repeatability analysis (n=41) demonstrated excellent agreement, with both inter- and intra-observer concordance correlation coefficients of 0.999 (compared with 0.737 and 0.952, respectively, for the conventional FWHM). Segmentation time was substantially reduced when using the interactive tool compared with the conventional workflow, averaging 65 ± 34seconds per patient. Performance and repeatability remained high across the test set with differing levels of image quality.

Conclusions: The proposed framework for scar segmentation with a human-in-the-loop design enables fast, accurate, and highly reproducible myocardial scar quantification from LGE-CMR. This may provide more consistent performance in routine clinical workflows.

背景:心肌梗死后,心血管磁共振(CMR)评估晚期钆增强(LGE)为风险分层和治疗计划提供了可靠的指标。然而,传统的分割方法是费时费力的,并且在常规临床实践中具有高度的观察者间可变性和不一致的性能。本研究旨在开发一种用于疤痕分割和量化的交互式深度学习系统。方法:利用348例慢性心肌梗死患者的LGE-CMR图像(244例训练,51例验证,53例试验)建立并评估该框架。该模型结合了即时引导分割,并利用了适用于医学成像的视觉基础模型,集成到面向临床医生的界面中,用于实时交互和自动量化。训练使用复合损失函数,结合Dice重叠,体素交叉熵和针对软标签的Kullback-Leibler散度来解决注释的不确定性。使用专家手动注释作为参考标准,在一个固定测试集上评估性能,评估分割准确性、可重复性以及与传统的全宽度半最大方法(FWHM)的一致性。结果:该框架在测试集上实现了专家级的分割性能(Dice相似系数=0.74±0.10;Hausdorff距离=5.87±6.79mm),中位疤痕质量误差为1.28g (IQR 0.74-2.34),相当于左心室质量的1.4% (IQR 0.81-2.47)。重复性分析(n=41)显示了极好的一致性,观察者之间和观察者内部的一致性相关系数均为0.999(而传统的FWHM分别为0.737和0.952)。与传统工作流程相比,使用交互式工具可大大缩短分割时间,平均每位患者65±34秒。在具有不同图像质量水平的测试集中,性能和可重复性仍然很高。结论:提出的基于人在环设计的疤痕分割框架能够快速、准确、高可重复性地从LGE-CMR中定量心肌疤痕。这可以在常规临床工作流程中提供更一致的性能。
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引用次数: 0
Characteristics and Clinical Significance of Myocardial Work in Cardiac Light-Chain Amyloidosis: Pressure-Volume Loop Analysis Based on Cardiac Magnetic Resonance. 心脏轻链淀粉样变性的心肌功能特征及临床意义:基于心脏磁共振的压力-容量环分析。
IF 6.1 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-03-18 DOI: 10.1016/j.jocmr.2026.102716
Shichu Liang, Ke Wan, Qiao Deng, Jiajun Guo, Jialin Li, Keying Bi, Danni Li, Jing Chen, Jiayu Sun, Qing Zhang, Yuchi Han, Yucheng Chen

Background: Left ventricular pressure-volume (PV) loop analysis via cardiovascular magnetic resonance (CMR) offers noninvasive assessment of cardiac thermodynamic efficiency. We aimed to evaluate the clinical relevance and prognostic value of noninvasive PV-loop parameters in patients with cardiac light-chain (AL) amyloidosis.

Methods: This prospective, single-center study enrolled patients with cardiac AL amyloidosis (AL-CA) who underwent CMR between November 2011 and September 2023. PV-loop parameters were derived from CMR cine images and brachial blood pressure. The primary endpoint was all-cause mortality. Cox regression analysis assessed associations between PV-loop parameters and outcomes, with incremental prognostic value evaluated using C statistics and likelihood ratio tests.

Results: The single-center, prospective study included 267 consecutive AL-CA patients (mean age 58.8 years±9.8 [SD]; 168 [62.9%] males) and 30 healthy controls with similar age and sex (mean age, 59.9±year 8.2 [SD]; 15 [50%] males). Work efficiency (WE) showed moderate to strong correlations with cardiac function, volumes, decease activity and amyloid burden (all P < 0.05). During a median follow-up of 42 months (IQR: 35-49), 185 patients (69.3%) died. Univariable Cox analysis showed AL-CA patients with WE < 72.2% were at higher mortality risk (hazard ratio 2.45, 95% CI: 1.68-3.57; P < 0.001). After multivariable adjustment, WE < 72.2% remained independent prognostic factor. The integration of WE with Mayo 2004 stage enhanced prognostic discrimination and calibration (C-statistic 0.65, χ² 36.28) relative to Mayo 2004 stage alone (C-statistic 0.58, χ² 25.79), and performed comparably to the combination of extracellular volume fraction (ECV) with Mayo 2004 stage (C-statistic 0.66, χ² 44.49).

Conclusion: Myocardial work impairment can be detected early, even with preserved LVEF. WE derived from noninvasive and non-enhanced PV-loop analysis via CMR, not only reflects disease severity as quantified by ECV, but also serves as an alternative marker to ECV in risk stratification.

背景:通过心血管磁共振(CMR)进行左心室压力-容积(PV)环分析可以无创地评估心脏热力学效率。我们的目的是评估无创PV-loop参数在心脏轻链(AL)淀粉样变性患者中的临床相关性和预后价值。方法:这项前瞻性单中心研究纳入了2011年11月至2023年9月期间接受CMR治疗的心脏AL淀粉样变性(AL- ca)患者。PV-loop参数来源于CMR电影图像和肱血压。主要终点是全因死亡率。Cox回归分析评估PV-loop参数与预后之间的关联,并使用C统计量和似然比检验评估增量预后价值。结果:单中心前瞻性研究纳入267例连续AL-CA患者(平均年龄58.8岁±9.8岁[SD];男性168例[62.9%])和30例年龄和性别相似的健康对照(平均年龄59.9±8.2岁[SD];男性15例[50%])。工作效率(WE)与心功能、容积、死亡活性和淀粉样蛋白负荷呈中强相关性(均P < 0.05)。中位随访42个月(IQR: 35-49), 185例(69.3%)患者死亡。单变量Cox分析显示,WE < 72.2%的AL-CA患者死亡风险较高(风险比2.45,95% CI: 1.68 ~ 3.57; P < 0.001)。多变量调整后,WE < 72.2%仍然是独立的预后因素。与单独的Mayo 2004分期(c -统计量0.58,χ²25.79)相比,WE与Mayo 2004分期相结合增强了预后的判别和校准(c -统计量0.65,χ²36.28),并与细胞外体积分数(ECV)与Mayo 2004分期相结合(c -统计量0.66,χ²44.49)相比较。结论:即使LVEF保留,心肌工作损害也可早期发现。通过CMR无创和非增强PV-loop分析得出的WE不仅反映了由ECV量化的疾病严重程度,而且可以作为ECV风险分层的替代标志物。
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引用次数: 0
Myocardial T2 mapping using wideband T2 preparation gradient echo readout for patients with implantable cardiac devices at 1.5T. 应用宽带T2制备梯度回波读数在1.5T时对植入心脏装置患者进行心肌T2制图。
IF 6.1 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-03-18 DOI: 10.1016/j.jocmr.2026.102717
Pauline Gut, Hubert Cochet, Thomas Küstner, Guido Caluori, Konstantinos Vlachos, Panagiotis Antiochos, Ambra Masi, Juerg Schwitter, Frederic Sacher, Pierre Jaïs, Matthias Stuber, Aurélien Bustin

Background: Myocardial T2 mapping enables non-invasive assessment of inflammation and oedema. However, in patients with implantable cardiac devices, such as pacemakers or defibrillators (ICDs), off-resonance effects often cause severe image artefacts and inaccurate T2 values.

Purpose: The aim of this study was to develop and evaluate a wideband T2-prepared gradient-echo (GRE) myocardial T2 mapping sequence combined with an advanced patch-based denoising approach, designed to reduce artefacts and improve image quality in device-implanted patients at 1.5T.

Methods: A T2 preparation with wideband adiabatic refocusing pulses (5.0kHz bandwidth) was integrated into a breath-held 2D GRE T2 mapping sequence (TE = 0/27/55 ms). Patch-based denoising was applied after image reconstruction. The sequence was tested in a phantom, eight healthy volunteers with and without ICDs placed on their chests, thirteen patients without devices, seven patients with ICDs or pacemakers, and one sheep scanned before and after induced myocardial infarction with and without external ICD. The proposed sequence was compared against reference conventional GRE and balanced steady-state free-precession (bSSFP) T2 mapping. Patch-based denoising was optimized in patients without devices and impact on T2 precision and accuracy was assessed. Phantom studies included Bland-Altman and correlation analyses between the sequences. In-vivo performance was assessed through global and segmental T2 quantification, coefficient of variation (COV), artefact scoring, and oedema detection. ANOVA with Bonferroni correction and pairwise testing were used for statistical comparisons.

Results: In subjects without devices, wideband and conventional GRE T2 mapping yielded comparable T2 values (P=0.60). With ICDs, conventional GRE T2 mapping underestimated global T2 by 16% (P<0.001) and increased segmental COV up to 30%. In contrast, wideband GRE T2 mapping provided accurate T2 values (P=0.56) and preserved oedema detection, showing relative T2 elevations of 44% comparable to bSSFP. Patch-based denoising significantly improved precision (P=0.006) without biasing mean values (P=0.999). Results were consistent across phantom, volunteer, patient, and animal experiments, including animal ex-vivo histology confirmation.

Conclusion: Wideband GRE T2 mapping substantially reduced device-related artefacts, provided accurate T2 values, and allowed oedema detection, offering a clinically feasible solution for patients with cardiac implants in this initial study.

背景:心肌T2测图可以对炎症和水肿进行无创评估。然而,对于植入心脏装置的患者,如起搏器或除颤器(ICDs),非共振效应通常会导致严重的图像伪影和不准确的T2值。目的:本研究的目的是开发和评估一种宽带T2制备的梯度回波(GRE)心肌T2定位序列,结合一种先进的基于贴片的去噪方法,旨在减少1.5T时植入设备的患者的伪影并提高图像质量。方法:将具有宽带绝热重聚焦脉冲(5.0kHz带宽)的T2制剂整合到屏气2D GRE T2图谱序列(TE = 0/27/55 ms)中。图像重建后进行基于patch的去噪。该序列在一个模型中进行了测试,8名健康志愿者在胸前放置了ICD和没有ICD, 13名没有设备的患者,7名有ICD或起搏器的患者,以及一只羊在有和没有外部ICD的情况下诱发心肌梗死前后进行了扫描。将该序列与参考的常规GRE和平衡稳态自由进动(bSSFP) T2映射进行了比较。在无器械患者中优化基于贴片的去噪,并评估对T2精度和准确性的影响。幻影研究包括Bland-Altman和序列之间的相关性分析。通过全局和节段T2量化、变异系数(COV)、伪影评分和水肿检测来评估体内性能。统计学比较采用Bonferroni校正的方差分析和两两检验。结果:在没有设备的受试者中,宽带和传统的GRE T2测绘产生了相当的T2值(P=0.60)。对于icd,传统的GRE T2制图低估了16%的全局T2 (pp结论:宽带GRE T2制图大大减少了设备相关的伪影,提供了准确的T2值,并允许水肿检测,在本初步研究中为心脏植入患者提供了临床可行的解决方案。
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引用次数: 0
ADAMTS4-Targeted Molecular MRI for Early Detection of Extracellular Matrix Remodeling in a Porcine Model of Abdominal Aortic Aneurysm. adamts4靶向分子MRI早期检测猪腹主动脉瘤模型细胞外基质重构
IF 6.1 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-03-18 DOI: 10.1016/j.jocmr.2026.102718
Marie-Luise H H Ranner-Hafferl, Dilyana B Mangarova, Jennifer L Heyl, Jennifer Mein, Jana Möckel, Dirk Schnapauff, Timo A Auer, Federico Collettini, Lisa C Adams, David Hingst, Jan O Kaufmann, Marcus R Makowski, Uwe Karst, Bernd Hamm, Julia Brangsch, Avan Kader

Background: Abdominal aortic aneurysm (AAA) progression is driven by extracellular matrix (ECM) proteolysis and vascular smooth muscle cell loss, processes not captured by diameter-based surveillance. A disintegrin and metalloproteinase with thrombospondin motifs 4 (ADAMTS4) is upregulated during early ECM remodeling, making it a compelling target for molecular imaging.

Methods: Eighteen female German Landrace swine were enrolled. Eight animals underwent AAA induction and four served as controls; six animals were excluded due to procedural complications. Molecular 3T MRI was performed at two and four weeks after induction following intravenous administration of an ADAMTS4-specific gadolinium probe (~0.03mmol/kg). Contrast-to-noise ratio (CNR) was calculated pre- and post-contrast. Aortic diameter was monitored by serial ultrasound. Ex vivo analysis included immunofluorescence, western blotting, and laser ablation-inductively coupled plasma-mass spectrometry (LA-ICP-MS). Spearman correlation was used to evaluate relationships between MRI signal and molecular markers of ECM remodeling.

Results: ΔCNR increased at two weeks (3.18 ± 0.56) and four weeks (4.35 ± 0.84) relative to controls (-0.14 ± 0.57; p = 0.017 and p = 0.046). ADAMTS4 immunofluorescence increased to 43.91 ± 9.48% at two weeks and 46.97 ± 4.50% at four weeks (control: 0.39 ± 0.03%). ΔCNR strongly correlated with ADAMTS4 (rs = 0.92, p < 0.001) and Galectin-3 (rs = 0.87, p < 0.001), and inversely with alpha-smooth muscle actin (rs = -0.90, p < 0.001), indicating that MRI signal reflects active proteolytic remodeling and smooth muscle cell depletion. LA-ICP-MS confirmed focal probe accumulation in regions of high ADAMTS4 expression.

Conclusion: ADAMTS4-targeted molecular MRI enables early, non-invasive detection of ongoing ECM remodeling in AAA and provides activity-based disease characterization beyond diameter-based assessment.

背景:腹主动脉瘤(AAA)的进展是由细胞外基质(ECM)蛋白水解和血管平滑肌细胞损失驱动的,这些过程没有被基于直径的监测捕获。具有凝血反应蛋白基序4 (ADAMTS4)的崩解素和金属蛋白酶在早期ECM重塑过程中上调,使其成为分子成像的一个引人注意的靶点。方法:选取18头德国长白猪。8只动物进行AAA诱导,4只作为对照;6只动物因手术并发症被排除。在诱导后2周和4周静脉注射adamts4特异性钆探针(~0.03mmol/kg)进行分子3T MRI。对比前后分别计算对比噪声比(CNR)。连续超声监测主动脉内径。体外分析包括免疫荧光、免疫印迹和激光烧蚀-电感耦合等离子体质谱(LA-ICP-MS)。采用Spearman相关性评价MRI信号与ECM重塑分子标志物之间的关系。结果:ΔCNR在第2周(3.18±0.56)和第4周(4.35±0.84)相对于对照组(-0.14±0.57;p = 0.017和p = 0.046)升高。ADAMTS4免疫荧光在2周和4周分别升高至43.91±9.48%和46.97±4.50%(对照组:0.39±0.03%)。ΔCNR与ADAMTS4 (rs = 0.92, p < 0.001)和半乳糖凝集素-3 (rs = 0.87, p < 0.001)呈强相关,与α -平滑肌肌动蛋白呈负相关(rs = -0.90, p < 0.001),表明MRI信号反映了活跃的蛋白溶解重塑和平滑肌细胞耗损。LA-ICP-MS证实在ADAMTS4高表达区域有灶性探针积累。结论:adamts4靶向分子MRI能够早期、无创地检测AAA患者正在进行的ECM重构,并提供基于活动的疾病特征,而不是基于直径的评估。
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引用次数: 0
Comparison of free-running whole-heart 5D and 4D flow imaging to standard 2D flow in patients with congenital heart disease. 先天性心脏病患者全心自由运行5D和4D血流成像与标准2D血流的比较
IF 6.1 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-03-17 DOI: 10.1016/j.jocmr.2026.102713
Fabienne Dirbach, Estelle Tenisch, Milan Prša, Christopher W Roy, Sara Fässler, Paolo Garelli, David Rodrigues, Mariana B L Falcão, Michael Markl, Matthias Stuber, Jürg Schwitter, Tobias Rutz

Background: Flow quantification by cardiac magnetic resonance (CMR) is essential for diagnosis-making and follow-up in patients with congenital heart disease (CHD). Standard 2D phase contrast (2D flow) sequences require, however, precise image plane prescription resulting in long exam times. Free-breathing 3D whole-heart flow sequences (4D flow) offer faster acquisition but require respiratory navigation rendering exam duration unpredictable. Free-running radial, fully self-gated, respiratory and cardiac motion-resolved 5D flow promises ease-of-use and stable scan duration. This study compared net flow volumes (NFV) between 2D, 4D and 5D flow and maximum velocity (Vmax) to transthoracic echocardiography (TTE).

Methods: CHD patients were scanned on a 1.5T scanner. 2D flow was performed in the ascending (AAo), descending aorta, main (MPA), right, and left pulmonary arteries, superior vena cava, and pulmonary veins. By a prototype whole-heart free-running 3D radial phase contrast CMR sequence end-expiratory 5D flow images were obtained. Finally, 4D flow data were collected. 3D vessel segmentation was performed for 4D and 5D flow datasets. NFV were compared between 2D, 4D and 5D flow and Vmax to transthoracic echocardiography (TTE).

Results: 59 CHD patients (median age 28, IQR 17.5, 42% women) with right- and/or left-sided CHD were included. Scan duration did not differ significantly between methods. 4D and 5D flow underestimated NFV relative to 2D flow by 4-17ml per beat which was more prominent for 4D flow and smaller vessels. Internal agreement was best for 4D flow, followed by 5D flow, while 2D flow showed the largest variability: MPA vs AAo (bias ml, 95% LOA): 2D flow: -4.84 (-34.18, 24.5), 4D flow -0.84 (-17.85, 16.18), 5D flow -6.4 (-28.53, 15.73). 2D and 4D but not 5D flow underestimated Vmax compared to TTE: AAo: TTE 120±46; 2D 108±36; 4D 107±36; 5D 115±40cm/s; p<0.03 TTE vs 2D and 4D flow; p=0.253 TTE vs 5D flow).

Conclusion: 4D and 5D flow provided measurements comparable to 2D flow. Despite systematic underestimation of NFV, internal agreement of whole heart methods was superior while scan time did not increase significantly. 5D flow yielded the most accurate Vmax compared to TTE, supporting its potential for comprehensive non-invasive hemodynamic evaluation.

背景:心脏磁共振(CMR)血流定量对先天性心脏病(CHD)患者的诊断和随访至关重要。然而,标准的2D相衬(2D流)序列需要精确的图像平面处方,导致较长的检查时间。自由呼吸3D全心流序列(4D流)提供更快的采集,但需要呼吸导航渲染检查持续时间不可预测。自由运行的径向、完全自门控、呼吸和心脏运动分辨率5D流保证了易用性和稳定的扫描持续时间。本研究比较了二维、四维和五维血流的净流量(NFV)和经胸超声心动图(TTE)的最大流速(Vmax)。方法:对冠心病患者进行1.5T扫描。在升主动脉(AAo)、降主动脉、主肺动脉(MPA)、左右肺动脉、上腔静脉和肺静脉行二维血流。通过全心自由运行的三维径向相衬CMR序列原型,获得呼气末5D血流图像。最后采集四维流动数据。对4D和5D流量数据集进行三维血管分割。比较经胸超声心动图(TTE) 2D、4D、5D血流及Vmax的NFV值。结果:59例冠心病患者(中位年龄28岁,IQR为17.5,42%为女性)伴有右侧和/或左侧冠心病。两种方法的扫描时间无显著差异。4D和5D血流相对于2D血流每拍低估NFV 4-17ml,这在4D血流和较小血管中更为突出。4D流内部一致性最好,5D流次之,2D流变化最大:MPA vs AAo(偏置ml, 95% LOA); 2D流:-4.84 (-34.18,24.5),4D流:-0.84 (-17.85,16.18),5D流:-6.4(-28.53,15.73)。与TTE相比,2D和4D但不包括5D血流低估Vmax: AAo: TTE 120±46;2 d 108±36;4 d 107±36;5 d 115±40 cm / s;结论:4D和5D血流提供了与2D血流相当的测量结果。尽管系统低估了NFV,但全心方法的内部一致性优于扫描时间,而扫描时间没有显着增加。与TTE相比,5D血流产生最准确的Vmax,支持其全面无创血流动力学评估的潜力。
{"title":"Comparison of free-running whole-heart 5D and 4D flow imaging to standard 2D flow in patients with congenital heart disease.","authors":"Fabienne Dirbach, Estelle Tenisch, Milan Prša, Christopher W Roy, Sara Fässler, Paolo Garelli, David Rodrigues, Mariana B L Falcão, Michael Markl, Matthias Stuber, Jürg Schwitter, Tobias Rutz","doi":"10.1016/j.jocmr.2026.102713","DOIUrl":"https://doi.org/10.1016/j.jocmr.2026.102713","url":null,"abstract":"<p><strong>Background: </strong>Flow quantification by cardiac magnetic resonance (CMR) is essential for diagnosis-making and follow-up in patients with congenital heart disease (CHD). Standard 2D phase contrast (2D flow) sequences require, however, precise image plane prescription resulting in long exam times. Free-breathing 3D whole-heart flow sequences (4D flow) offer faster acquisition but require respiratory navigation rendering exam duration unpredictable. Free-running radial, fully self-gated, respiratory and cardiac motion-resolved 5D flow promises ease-of-use and stable scan duration. This study compared net flow volumes (NFV) between 2D, 4D and 5D flow and maximum velocity (Vmax) to transthoracic echocardiography (TTE).</p><p><strong>Methods: </strong>CHD patients were scanned on a 1.5T scanner. 2D flow was performed in the ascending (AAo), descending aorta, main (MPA), right, and left pulmonary arteries, superior vena cava, and pulmonary veins. By a prototype whole-heart free-running 3D radial phase contrast CMR sequence end-expiratory 5D flow images were obtained. Finally, 4D flow data were collected. 3D vessel segmentation was performed for 4D and 5D flow datasets. NFV were compared between 2D, 4D and 5D flow and Vmax to transthoracic echocardiography (TTE).</p><p><strong>Results: </strong>59 CHD patients (median age 28, IQR 17.5, 42% women) with right- and/or left-sided CHD were included. Scan duration did not differ significantly between methods. 4D and 5D flow underestimated NFV relative to 2D flow by 4-17ml per beat which was more prominent for 4D flow and smaller vessels. Internal agreement was best for 4D flow, followed by 5D flow, while 2D flow showed the largest variability: MPA vs AAo (bias ml, 95% LOA): 2D flow: -4.84 (-34.18, 24.5), 4D flow -0.84 (-17.85, 16.18), 5D flow -6.4 (-28.53, 15.73). 2D and 4D but not 5D flow underestimated Vmax compared to TTE: AAo: TTE 120±46; 2D 108±36; 4D 107±36; 5D 115±40cm/s; p<0.03 TTE vs 2D and 4D flow; p=0.253 TTE vs 5D flow).</p><p><strong>Conclusion: </strong>4D and 5D flow provided measurements comparable to 2D flow. Despite systematic underestimation of NFV, internal agreement of whole heart methods was superior while scan time did not increase significantly. 5D flow yielded the most accurate Vmax compared to TTE, supporting its potential for comprehensive non-invasive hemodynamic evaluation.</p>","PeriodicalId":15221,"journal":{"name":"Journal of Cardiovascular Magnetic Resonance","volume":" ","pages":"102713"},"PeriodicalIF":6.1,"publicationDate":"2026-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147486178","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
4D Cardiac MRI Flow in Neonates - Cardiac Output in full-term healthy neonates. 新生儿4D心脏MRI血流-足月健康新生儿心输出量
IF 6.1 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-03-17 DOI: 10.1016/j.jocmr.2026.102715
Anne Vejlstrup, Jesper Kromann, Finn Stener Jørgensen, Anna Axelsson Raja, Anne-Sophie Sillesen, Ruth Ottilia Birgitta Vøgg, Henning Bundgaard, Klaus Juul, Kasper Iversen, Niels Vejlstrup

Background: Accurate assessment of cardiac flow and volumes is essential in children with heart disease. Cardiovascular magnetic resonance (CMR) enables comprehensive quantitative evaluation but is technically demanding and often requires sedation or contrast administration in neonates. Free-breathing four-dimensional (4D) flow CMR simplifies image acquisition and enables imaging without general anesthesia or controlled ventilation. However, most prior neonatal 4D flow studies have relied on sedation and/or contrast, limiting evaluation in healthy populations. Establishing normative data and assessing feasibility and reproducibility in unsedated neonates are therefore important for clinical translation. Accordingly, this study aimed to evaluate the feasibility, accuracy, and interobserver reproducibility of free-breathing, non-contrast 4D flow CMR in healthy unsedated neonates and to characterize postnatal development of cardiac flow.

Methods: One hundred healthy term neonates (mean age: 18.6 ± 7.6 days; 53% male) with normal echocardiograms underwent free-breathing feed-and-wrap axial 4D flow cardiovascular magnetic resonance imaging (ViosWorks) with ECG gating, followed by a transverse cine Steady-State Free Precession (FIESTA) stack. Cardiac output (CO), cardiac index (CI), pulmonary blood flow (Qp), systemic blood flow (Qs), and Qp/Qs were quantified. Interobserver reproducibility was assessed by three independent observers.

Results: Free-breathing 4D flow acquisition without sedation was feasible in 70% of neonates, with a mean scan time of 9.3 ± 1.9minutes. Mean CO was 196 ± 39ml·min⁻¹·kg⁻¹. CI increased by 80% during the first 31 days of life (1.95 vs. 3.50L·min⁻¹·m-², p<0.001), driven primarily by a 72% increase in stroke volume. Pulmonary blood flow was on average 17% higher than systemic flow (Qp/Qs = 1.17 ± 0.17). Inter-observer reproducibility was excellent, with intraclass correlation coefficients of 0.93 for the ascending aorta and 0.91 for the main pulmonary artery. 47 neonates remained calm after the 4D flow scan, allowing a transverse cine stack sequence to be acquired as well. Cardiac output derived from 4D flow showed good agreement with volumetric measurements with no significant difference (p=0.1).

Conclusion: Free-breathing, non-contrast 4D flow CMR was feasible in the majority of neonates, with rapid acquisition, excellent interobserver reliability, and good agreement with volumetric measurements. Neonatal CO increased markedly after birth, driven primarily by rising stroke volume, and mean Qp/Qs was modestly elevated.

背景:准确评估心脏流量和容量对患有心脏病的儿童至关重要。心血管磁共振(CMR)能够进行全面的定量评估,但在技术上要求很高,通常需要对新生儿进行镇静或造影剂治疗。自由呼吸四维(4D)血流CMR简化了图像采集,无需全身麻醉或控制通气即可成像。然而,大多数先前的新生儿4D血流研究都依赖于镇静和/或造影剂,限制了对健康人群的评估。因此,建立规范数据并评估非镇静新生儿的可行性和可重复性对于临床翻译非常重要。因此,本研究旨在评估自由呼吸、非对比4D血流CMR在未镇静的健康新生儿中的可行性、准确性和观察者间的可重复性,并表征出生后心脏血流的发展。方法:100例超声心动图正常的健康足月新生儿(平均年龄:18.6±7.6天,男性53%),采用自由呼吸进食-包绕轴向4D血流心血管磁共振成像(ViosWorks)进行心电门控,然后进行横向cine稳态自由进动(FIESTA)叠加。量化心输出量(CO)、心指数(CI)、肺血流量(Qp)、全身血流量(Qs)及Qp/Qs。观察员间的再现性由三名独立观察员评估。结果:70%的新生儿可在不使用镇静的情况下获得自由呼吸4D血流,平均扫描时间为9.3±1.9分钟。平均CO值为196±39ml·min⁻¹·kg⁻¹。CI的生活增加了80%在第一次31天(1.95 vs 3.50 l·敏⁻¹·m²,pConclusion:自由呼吸,non-contrast 4 d流CMR是可行的在大多数的新生儿,通过快速收购,优秀interobserver可靠性和良好的协议与体积测量。新生儿CO在出生后显著增加,主要是由于卒中量增加,平均Qp/Qs适度升高。
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引用次数: 0
Right atrial phasic strain in risk stratification of patients with Pulmonary Arterial Hypertension. 肺动脉高压患者右房相应变的危险分层。
IF 6.1 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-03-12 DOI: 10.1016/j.jocmr.2026.102711
Jiajun Guo, Shuang Leng, Juan He, Lidan Yin, Chen Chen, Xuhan Liu, Ji Zhao, Ke Wan, Jie Wang, Yuanwei Xu, Yangjie Li, Yuchi Han, Liang Zhong, Yucheng Chen

Background: Right atrial (RA) phasic function is impaired in individuals with pulmonary arterial hypertension (PAH), evidence for the clinical significance of the RA strain in risk stratification for PAH patients is limited.

Methods: Participants with PAH from June 2013 to December 2022 were prospectively recruited. C-index, 1-year mortality, and annual event rates were used to evaluate prognostic performance. Risk groups were defined as low (<5%), intermediate (5-20%), and high (>20%) 1-year mortality.

Results: A total of 348 PAH patients were included (mean age: 40.0 ± 14.0 years; 93 males), with a median follow-up of 41.5 months (interquartile range: 24.9-61.9 months). RA reservoir strain independently predicted all-cause mortality (HR = 0.950, 95% CI: 0.922-0.979; P < 0.001). Based on cutoff values of 16.1% and 36.8%, RA reservoir strain stratified patients into high-, intermediate-, and low-risk groups with 1-year mortality rates of 24.0%, 5.5%, and 0.0%, demonstrating the highest discriminative ability among CMR-derived metrics (C-index: 0.79, 95% CI: 0.71-0.87). Incorporating RA reservoir strain significantly improved the performance of the REVEAL Lite 2 model (P = 0.03), with comparable prognostic value to that of the combined CMR parameters (both P > 0.05). Similar findings were observed in PAH patients without shunts.

Conclusion: RA reservoir strain outperformed RV functional parameters in stratifying PAH patients into low-, intermediate-, and high-risk strata. RA reservoir strain has the potential to be part of the multiparametric evaluation of patients with PAH.

Trial registration: This study was registered in the Chinese clinical trial registry (ChiCTR1800019314 and ChiCTR1900025518). URL: https://www.chictr.org.cn/index.html.

背景:肺动脉高压(PAH)患者右心房(RA)相功能受损,RA菌株在PAH患者风险分层中的临床意义证据有限。方法:前瞻性招募2013年6月至2022年12月的PAH患者。c指数、1年死亡率和年事件发生率用于评估预后表现。风险组定义为1年死亡率低(20%)。结果:共纳入348例PAH患者(平均年龄40.0±14.0岁,男性93例),中位随访41.5个月(四分位数间距24.9 ~ 61.9个月)。RA库菌株独立预测全因死亡率(HR = 0.950, 95% CI: 0.922 ~ 0.979; P < 0.001)。基于截断值16.1%和36.8%,RA水库菌株将患者分为高、中、低危组,1年死亡率分别为24.0%、5.5%和0.0%,在cmr衍生指标中显示出最高的判别能力(C-index: 0.79, 95% CI: 0.71-0.87)。纳入RA储层应变显著改善了REVEAL Lite 2模型的性能(P = 0.03),其预后价值与联合CMR参数相当(P均为0.05)。在没有分流的PAH患者中也观察到类似的结果。结论:RA水库菌株在将PAH患者分为低、中、高危层方面优于RV功能参数。RA储层菌株有可能成为PAH患者多参数评估的一部分。试验注册:本研究已在中国临床试验注册中心注册(ChiCTR1800019314和ChiCTR1900025518)。URL: https://www.chictr.org.cn/index.html。
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引用次数: 0
Prognostic value of end-to-end deep learning assessment of myocardial scar and microvascular obstruction on late gadolinium enhancement cardiovascular magnetic resonance. 晚期钆增强心血管磁共振对心肌瘢痕和微血管阻塞端到端深度学习评估的预后价值。
IF 6.1 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Pub Date : 2026-03-12 DOI: 10.1016/j.jocmr.2026.102712
Pei Yang, Shuang Leng, Dexiang Zong, Mengyao Hu, Ru-San Tan, Xuan Xiao, Ching Hui Sia, Lynette Teo, Tim Leiner, Ching Ching Ong, Angela S Koh, Swee Yaw Tan, Lianggeng Gong, Derek J Hausenloy, Mark Chan, Liang Zhong

Background: Late gadolinium enhancement (LGE) cardiovascular magnetic resonance (CMR) is the reference standard for assessing myocardial scar and microvascular obstruction (MVO), strong predictors of post-acute myocardial infarction (AMI) outcomes. However, manual segmentation is time-consuming and subject to inter-observer variability, limiting clinical scalability. This study develops and validates LGE-CMRnet, an end-to-end deep learning pipeline for automated scar and MVO segmentation on LGE CMR, and evaluates its prognostic value in AMI patients.

Methods: A total of 3,874 LGE images from 567 AMI patients (409 for training/internal stress-test cohort; 158 for external testing) were analyzed. LGE-CMRnet integrates YOLOv8 for heart localization and nnU-Net for simultaneous segmentation of myocardium, scar, and MVO. Performance was evaluated using Dice similarity coefficient (DSC), correlation, and Bland-Altman analysis against expert annotations. Prognostic value was assessed using Cox regression for major adverse cardiac events (MACE) over a median follow-up of 24.4 months.

Results: LGE-CMRnet achieved rapid processing (0.05seconds per image) and high segmentation accuracy. In the external validation cohort, the model achieved mean DSC of 0.83±0.11 for scar and 0.88±0.11 for MVO at the patient level, with strong volumetric correlations to expert reference segmentations (scar: r=0.90; MVO: r=0.98, both P<0.0001). Bland-Altman analysis showed minimal bias in volumetric measurements (scar: 2.5±8.9 cm3; MVO: -0.20±0.89 cm3). Among the 158 patients in the external validation cohort (age 57±10 years, 80% male), 35 (22.2%) experienced MACE. LGE-CMRnet-derived %MVO (hazard ratio [HR], 1.06; 95% confidence interval [CI]: 1.02 to 1.09; P=0.003) and %Scar (HR, 1.05; 95% CI: 1.02 to 1.08; P=0.001) were independent predictors of MACE after adjustment for established risk factors. Furthermore, LGE-CMRnet-derived metrics demonstrated non-inferior discrimination for MACE prediction compared with expert analysis. The differences in C-index were 0.02 for %MVO and 0.01 for %Scar, with the lower bounds of the 95% CIs remaining above the pre-specified non-inferiority margin.

Conclusions: LGE-CMRnet enables fast and accurate scar and MVO quantification, with prognostic performance comparable to expert analysis, supporting its potential for automated clinical risk stratification after AMI.

背景:晚期钆增强(LGE)心血管磁共振(CMR)是评估心肌瘢痕和微血管阻塞(MVO)的参考标准,是急性心肌梗死(AMI)后预后的有力预测指标。然而,手工分割是费时的,并且受观察者之间的变化,限制了临床的可扩展性。本研究开发并验证了LGE- cmrnet,这是一种端到端深度学习管道,用于LGE CMR上疤痕和MVO的自动分割,并评估了其在AMI患者中的预后价值。方法:对567例AMI患者的3874张LGE图像(409张为训练/内部压力测试队列,158张为外部测试队列)进行分析。LGE-CMRnet集成了用于心脏定位的YOLOv8和用于同时分割心肌、疤痕和MVO的nnU-Net。使用Dice相似系数(DSC)、相关性和针对专家注释的Bland-Altman分析来评估性能。在24.4个月的中位随访期间,使用主要心脏不良事件(MACE)的Cox回归评估预后价值。结果:LGE-CMRnet处理速度快(每张图像0.05s),分割精度高。在外部验证队列中,该模型在患者水平上疤痕的平均DSC为0.83±0.11,MVO的平均DSC为0.88±0.11,与专家参考分割具有很强的体积相关性(疤痕:r=0.90; MVO: r=0.98,均为P3; MVO: -0.20±0.89 cm3)。外部验证队列158例患者(年龄57±10岁,80%为男性)中,35例(22.2%)经历过MACE。lge - cmrnet衍生的%MVO(风险比[HR], 1.06; 95%可信区间[CI]: 1.02 ~ 1.09; P=0.003)和%Scar (HR, 1.05; 95% CI: 1.02 ~ 1.08; P=0.001)是调整确定的危险因素后MACE的独立预测因子。此外,与专家分析相比,lge - cmrnet衍生的指标在MACE预测方面表现出非劣势。%MVO的c -指数差异为0.02,%Scar的c -指数差异为0.01,95% ci的下限高于预先指定的非劣效性界限。结论:LGE-CMRnet能够快速准确地量化疤痕和MVO,其预后性能可与专家分析相媲美,支持其在AMI后自动临床风险分层的潜力。
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引用次数: 0
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Journal of Cardiovascular Magnetic Resonance
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