用压缩感测在虚影和瓣膜性疾病或心律失常患者中的实时心血管血流MRI评价

IF 3.3 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Tania Lala, Lea Christierson, Petter Frieberg, Daniel Giese, Peter Kellman, Nina Hakacova, Pia Sjöberg, Ellen Ostenfeld, Johannes Töger
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引用次数: 0

摘要

背景:实时(RT)相衬(PC)血流MRI可用于测量心律失常患者的血流量。欠采样RT PC已与在线压缩感知(CS)重建(CS RT)相结合,使临床应用。然而,CS RT流程尚未在临床环境中得到验证。目的:评价CS RT在幻影和患者中的应用。研究类型:前瞻性。人群:血流幻象(60周期/分钟:N = 10, 120周期/分钟:N = 12),窦性心律患者,无反流(N = 20)或疑似主动脉反流(N = 10),心律失常患者(N = 10)。场强/序列:1.5 T, 2D门控PC, CS RT PC,伴心律失常排斥的RT cine。评估:幻影实验测试了CS RT在60和120周期/分钟时的心输出量和峰值血流率与门控PC的准确性。对于窦性心律患者,心排血量、峰值血流率、升主动脉和/或肺动脉的返流分数在门控PC下被评估。心律失常患者的心输出量与心律失常排斥反应对照进行评价。统计检验:Bland Altman、相关检验、Mann-Whitney检验、Wilcoxon sign -rank检验。结果:在60 cycles/min时,CS RT的心输出量偏差±SD为-0.0±0.2 L/min(0.5±3%,P = 0.76),在120 cycles/min时为0.2±0.3 L/min(4±4%,P = 0.0016)。相应的,峰值流速偏差为-23±6 mL/s(-7±2%),P数据结论:CS RT流量具有准确的心输出量和反流分数量化,可作为有或无瓣膜疾病或心律失常患者的临床工具。简明语言总结:准确的血流评估在心脏病患者的临床评估中很重要,但在心律不规律的情况下,血流评估具有挑战性。我们评估了一种使用心脏磁共振成像和实时血流的新方法,用于心脏患者的血流评估。该方法与参考方法在低心率和高心率、心律不规则和无心律不规则的心脏患者和不同血管的虚幻血流模型中进行了测试。我们发现心脏磁共振成像实时血流方法是准确的,因此有希望在临床应用。证据等级:1技术功效:1期。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluation of Real-Time Cardiovascular Flow MRI Using Compressed Sensing in a Phantom and in Patients With Valvular Disease or Arrhythmia.

Background: Real-time (RT) phase contrast (PC) flow MRI can potentially be used to measure blood flow in arrhythmic patients. Undersampled RT PC has been combined with online compressed sensing (CS) reconstruction (CS RT) enabling clinical use. However, CS RT flow has not been validated in a clinical setting.

Purpose: Evaluate CS RT in phantom and patients.

Study type: Prospective.

Population: Flow phantom (60 cycles/min: N = 10, 120 cycles/min: N = 12), sinus rhythm patients, no regurgitation (N = 20) or suspected aortic regurgitation (N = 10), arrhythmia patients (N = 10).

Field strength/sequence: 1.5 T, 2D gated PC, CS RT PC, RT cine with arrhythmia rejection.

Assessment: Phantom experiments tested the accuracy of CS RT cardiac output and peak flow rate at 60 and 120 cycles/min against gated PC. For sinus rhythm patients, cardiac output, peak flow rate, and regurgitation fraction in the ascending aorta and/or pulmonary artery were evaluated against gated PC. Cardiac output in patients with arrythmia was evaluated against RT cine with arrhythmia rejection.

Statistical tests: Bland Altman, correlation, Mann-Whitney test, Wilcoxon signed-rank test.

Results: Cardiac output bias ± SD for CS RT in the phantom was -0.0 ± 0.2 L/min (0.5 ± 3%, P = 0.76) at 60 cycles/min and 0.2 ± 0.3 L/min (4 ± 4%, P = 0.0016) at 120 cycles/min. Correspondingly, peak flow rate bias was -23 ± 6 mL/s (-7 ± 2%, P < 0.0001) and -73 ± 25 mL/s (-23 ± 4%, P < 0.0001). In patients, regurgitant fraction was -4 ± 0.5% (-23 ± 4%, P = 0.0025). Cardiac output bias in patients in sinus rhythm was -0.1 ± 0.5 L/min (-2 ± 10%, P = 0.99) (with regurgitation) and -0.3 ± 0.6 L/min (-5 ± 11%, P = 0.035) (without regurgitation). Peak flow rate bias was -60 ± 31 mL/s (-13 ± 6%, P < 0.0001) (with regurgitation) and -64 ± 32 mL/s (-16 ± 8%, P < 0.0001) (without regurgitation). Cardiac output bias was -0.4 ± 0.6 L/min (-9 ± 11%, P < 0.003) in arrhythmia patients.

Data conclusions: CS RT flow could potentially serve as a clinical tool for patients with or without valvular disease or arrhythmia, with accurate cardiac output and regurgitation fraction quantification.

Plain language summary: Accurate flow assessment is important in clinical evaluation of cardiac patients, but in the presence of irregular heart rhythm flow assessment is challenging. We have evaluated a new method using cardiac magnetic resonance imaging and real-time flow for blood flow assessment in cardiac patients. The method was tested against a reference method in a phantom flow model in low and high heart rates, and in cardiac patients with and without irregular heart rhythm and in different vessels. We found the cardiac magnetic resonance imaging real time flow method accurate and therefore promising for clinical implementation.

Evidence level: 1 TECHNICAL EFFICACY: Stage 1.

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来源期刊
CiteScore
9.70
自引率
6.80%
发文量
494
审稿时长
2 months
期刊介绍: The Journal of Magnetic Resonance Imaging (JMRI) is an international journal devoted to the timely publication of basic and clinical research, educational and review articles, and other information related to the diagnostic applications of magnetic resonance.
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