Confounders, diagnostic accuracy, and reproducibility in cardiovascular magnetic resonance-feature tracking-derived left atrial strain: A Berlin Research Network for cardiovascular magnetic resonance multi-software, multi-site comparison.
Leo Dyke Krüger, Leonhard Grassow, Jan Gröschel, Johanna Kuhnt, Edyta Blaszczyk, Maximilian Müller, Ralf Felix Trauzeddel, Teodora Chitiboi, Jeanette Schulz-Menger, Maximilian Fenski
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引用次数: 0
Abstract
Background: Cardiovascular magnetic resonance-feature tracking (CMR-FT) derived left atrial global longitudinal strain (LA-GLS) has prognostic relevance, even in the early stages of cardiovascular diseases. Identifying technical and subject-related confounders is essential for ensuring comparability across sites and for reliably distinguishing healthy from pathological conditions. This study aimed to evaluate the influence of post-processing software and subject-related factors on CMR-FT-derived LA-GLS, diagnostic accuracy, and to evaluate inter-site reproducibility.
Methods: This study included 149 healthy individuals and 40 patients with atrial fibrillation (AF; 19 persistent, 21 paroxysmal) from a single site. A subgroup of 18 traveling volunteers underwent CMR at four different sites. All participants underwent CMR in sinus rhythm. LA-GLS was assessed using three post-processing software packages (CVI42, TrufiStrain Research Prototype, Medis). Mixed models with repeated measures were applied to evaluate the effect of software, site, and subject-related factors on LA-GLS components. ROC curve analysis was used to assess diagnostic accuracy across software in distinguishing healthy controls from AF patients.
Results: All GLS components differed across post-processing software (p<.001). Reservoir and contractile GLS were lowest in CVI42 (23.9% ± 3.3%, 9.9% ± 2.2%), followed by TrufiStrain (27.4% ± 6.3%, 15.0% ± 4.8%) and Medis (45.4% ± 9.7%, 20.3% ± 5.7%). Conduit GLS was lowest in TrufiStrain (12.4% ± 4.8%), followed by CVI42 (16.3% ± 4.5%) and Medis (25.1% ± 8.2%). Among traveling volunteers, LA-GLS values were consistent across sites when the same software was used. Across all software, reservoir GLS negatively correlated with age. Diagnostic accuracy was comparable across software packages (AUC for reservoir strain: CVI: 0.81 [0.69-0.90], TrufiStrain 0.76 [0.64-0.88], Medis: 0.84 [0.72-0.94]).
Conclusion: Post-processing software is a significant confounder in CMR-FT-based LA-GLS analysis and age substantially influences LA-GLS. LA-GLS demonstrates excellent inter-site reproducibility when analyzed with the same software and offers comparable diagnostic accuracy across platforms.
目的:心血管磁共振特征跟踪(CMR-FT)衍生的左心房总纵向应变(LA-GLS)具有预后相关性,即使在心血管疾病的早期阶段。确定技术和主题相关的混杂因素对于确保各部位的可比性和可靠地区分健康和病理状况至关重要。本研究旨在评估后处理软件和受试者相关因素对CMR-FT衍生的LA-GLS、诊断准确性的影响,并评估位点间的可重复性。方法:本研究纳入149名健康个体和40例房颤患者(AF, 19例持续性,21例阵发性)。一个由18名旅行志愿者组成的小组在四个不同的地点接受了CMR。所有参与者均行窦性心律CMR。使用三个后处理软件包(CVI42、TrufiStrain Research Prototype、Medis)评估LA-GLS。采用重复测量的混合模型评价软件、场地和受试者相关因素对LA-GLS组分的影响。ROC曲线分析用于评估软件在区分健康对照和房颤患者方面的诊断准确性。结论:在基于CMR-FT的LA-GLS分析中,后处理软件是一个重要的混杂因素,年龄对LA-GLS有很大的影响。当使用相同的软件进行分析时,LA-GLS显示出出色的站点间再现性,并且在不同平台上提供相当的诊断准确性。
期刊介绍:
Journal of Cardiovascular Magnetic Resonance (JCMR) publishes high-quality articles on all aspects of basic, translational and clinical research on the design, development, manufacture, and evaluation of cardiovascular magnetic resonance (CMR) methods applied to the cardiovascular system. Topical areas include, but are not limited to:
New applications of magnetic resonance to improve the diagnostic strategies, risk stratification, characterization and management of diseases affecting the cardiovascular system.
New methods to enhance or accelerate image acquisition and data analysis.
Results of multicenter, or larger single-center studies that provide insight into the utility of CMR.
Basic biological perceptions derived by CMR methods.