Suppr超能文献

压缩感知加速心脏电影成像可实现左、右心房容积和功能参数的可靠和可重复评估。

Compressed sensing acceleration of cardiac cine imaging allows reliable and reproducible assessment of volumetric and functional parameters of the left and right atrium.

机构信息

Department of Diagnostic and Interventional Radiology, University Medical Center of the Johannes Gutenberg-University Mainz, Langenbeckstraße 1, 55131, Mainz, Germany.

German Center for Cardiovascular Research (DZHK), Partner Site Rhine-Main, Mainz, Langenbeckstraße 1, 55131, Mainz, Germany.

出版信息

Eur Radiol. 2021 Oct;31(10):7219-7230. doi: 10.1007/s00330-021-07830-z. Epub 2021 Mar 29.

Abstract

OBJECTIVES

To compare volumetric and functional parameters of the atria derived from highly accelerated compressed sensing (CS)-based cine sequences in comparison to conventional (Conv) cine imaging.

METHODS

CS and Conv cine sequences were acquired in 101 subjects (82 healthy volunteers (HV) and 19 patients with heart failure with reduced ejection fraction (HFrEF)) using a 3T MR scanner in this single-center study. Time-volume analysis of the left (LA) and right atria (RA) were performed in both sequences to evaluate atrial volumes and function (total, passive, and active emptying fraction). Inter-sequence and inter- and intra-reader agreement were analyzed using correlation, intraclass correlation (ICC), and Bland-Altman analysis.

RESULTS

CS-based cine imaging led to a 69% reduction of acquisition time. There was significant difference in atrial parameters between CS and Conv cine, e.g., LA minimal volume (LAVmin) (Conv 24.0 ml (16.7-32.7), CS 25.7 ml (19.2-35.2), p < 0.0001) or passive emptying fraction (PEF) (Conv 53.9% (46.7-58.4), CS 49.0% (42.0-54.1), p < 0.0001). However, there was high correlation between the techniques, yielding good to excellent ICC (0.76-0.99) and small mean of differences in Bland-Altman analysis (e.g. LAVmin - 2.0 ml, PEF 3.3%). Measurements showed high inter- (ICC > 0.958) and intra-rater (ICC > 0.934) agreement for both techniques. CS-based parameters (PEF AUC = 0.965, LAVmin AUC = 0.864) showed equivalent diagnostic ability compared to Conv cine imaging (PEF AUC = 0.989, LAVmin AUC = 0.859) to differentiate between HV and HFrEF.

CONCLUSION

Atrial volumetric and functional evaluation using CS cine imaging is feasible with relevant reduction of acquisition time, therefore strengthening the role of CS in clinical CMR for atrial imaging.

KEY POINTS

• Reliable assessment of atrial volumes and function based on compressed sensing cine imaging is feasible. • Compressed sensing reduces scan time and has the potential to overcome obstacles of conventional cine imaging. • No significant differences for subjective image quality, inter- and intra-rater agreement, and ability to differentiate healthy volunteers and heart failure patients were detected between conventional and compressed sensing cine imaging.

摘要

目的

比较基于高度加速压缩感知(CS)的电影序列与传统电影成像的心房容积和功能参数。

方法

本中心研究使用 3T MR 扫描仪在 101 例患者(82 例健康志愿者(HV)和 19 例射血分数降低的心力衰竭(HFrEF)患者)中采集 CS 和 Conv 电影序列。在两种序列中均进行左心房(LA)和右心房(RA)的时间-容积分析,以评估心房容积和功能(总排空分数、被动排空分数和主动排空分数)。使用相关性、组内相关系数(ICC)和 Bland-Altman 分析评估序列间、观察者间和观察者内的一致性。

结果

基于 CS 的电影成像使采集时间减少了 69%。CS 和 Conv 电影之间的心房参数存在显著差异,例如 LA 最小容积(LAVmin)(Conv 24.0ml(16.7-32.7),CS 25.7ml(19.2-35.2),p<0.0001)或被动排空分数(PEF)(Conv 53.9%(46.7-58.4),CS 49.0%(42.0-54.1),p<0.0001)。然而,两种技术之间具有高度相关性,产生了良好到极好的 ICC(0.76-0.99)和 Bland-Altman 分析中的小平均差异(例如 LAVmin-2.0ml,PEF 3.3%)。两种技术的测量值均表现出高度的观察者间(ICC>0.958)和观察者内(ICC>0.934)一致性。与 Conv 电影成像相比,基于 CS 的参数(PEF AUC=0.965,LAVmin AUC=0.864)在区分 HV 和 HFrEF 方面具有相当的诊断能力(PEF AUC=0.989,LAVmin AUC=0.859)。

结论

使用 CS 电影成像进行心房容积和功能评估是可行的,并且采集时间明显缩短,因此加强了 CS 在临床 CMR 中用于心房成像的作用。

要点

• 基于压缩感知电影成像进行可靠的心房容积和功能评估是可行的。• 压缩感知可缩短扫描时间,并有可能克服传统电影成像的障碍。• 在主观图像质量、观察者间和观察者内一致性以及区分健康志愿者和心力衰竭患者的能力方面,未发现传统电影成像和压缩感知电影成像之间存在显著差异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6b61/8452582/6c9293394324/330_2021_7830_Fig1_HTML.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验