Assessment of transmitral and left atrial appendage flow rate from cardiac 4D-CT

被引:8
作者
Baeck, Sophia [1 ,2 ]
Henriksson, Lilian [2 ,3 ,4 ]
Bolger, Ann F. [1 ,5 ]
Carlhaell, Carl-Johan [1 ,2 ,4 ,6 ]
Persson, Anders [2 ,3 ,4 ]
Karlsson, Matts [2 ,7 ]
Ebbers, Tino [1 ,2 ]
机构
[1] Linkoping Univ, Dept Hlth Med & Caring Sci, Unit Cardiovasc Sci, Linkoping, Sweden
[2] Linkoping Univ, Ctr Med Image Sci & Visualizat CM, Linkoping, Sweden
[3] Linkoping Univ, Dept Radiol, Linkoping, Sweden
[4] Linkoping Univ, Dept Hlth Med & Caring Sci, Linkoping, Sweden
[5] Univ Calif San Francisco, Dept Med, San Francisco, CA USA
[6] Linkoping Univ, Dept Clin Physiol Linkoping, Linkoping, Sweden
[7] Linkoping Univ, Dept Management & Engn, Linkoping, Sweden
来源
COMMUNICATIONS MEDICINE | 2023年 / 3卷 / 01期
关键词
SEGMENTATION; FIBRILLATION; CT;
D O I
10.1038/s43856-023-00252-6
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Plain language summaryAssessing the blood flow inside the heart is important in diagnosis and treatment of various cardiovascular diseases, such as atrial fibrillation or heart failure. We developed a method to accurately track the motion of the heart walls over the course of a heartbeat in three-dimensional Computed Tomography (CT) images. Based on the motion, we calculated the amount of blood passing through the mitral valve and the left atrial appendage orifice, which are markers used in the diagnostic of heart failure and assessment of stroke risk in atrial fibrillation. The results agreed well with measurements from 4D flow MRI, an imaging technique that measures blood velocities. Our method could broaden the use of CT and make additional exams redundant. It can even be used to calculate the blood flow inside the heart. BackgroundCardiac time-resolved CT (4D-CT) acquisitions provide high quality anatomical images of the heart. However, some cardiac diseases require assessment of blood flow in the heart. Diastolic dysfunction, for instance, is diagnosed by measuring the flow through the mitral valve (MV), while in atrial fibrillation, the flow through the left atrial appendage (LAA) indicates the risk for thrombus formation. Accurate validated techniques to extract this information from 4D-CT have been lacking, however.MethodsTo measure the flow rate though the MV and the LAA from 4D-CT, we developed a motion tracking algorithm that performs a nonrigid deformation of the surface separating the blood pool from the myocardium. To improve the tracking of the LAA, this region was deformed separately from the left atrium and left ventricle. We compared the CT based flow with 4D flow and short axis MRI data from the same individual in 9 patients.ResultsFor the mitral valve flow, good agreement was found for the time span between the early and late diastolic peak flow (bias: <0.1 s). The ventricular stroke volume is similar compared to short-axis MRI (bias 3 ml). There are larger differences in the diastolic peak flow rates, with a larger bias for the early flow rate than the late flow rate. The peak LAA outflow rate measured with both modalities matches well (bias: -6 ml/s).ConclusionsOverall, the developed algorithm provides accurate tracking of dynamic cardiac geometries resulting in similar flow rates at the MV and LAA compared to 4D flow MRI. Back et al. describe a motion tracking algorithm to measure the flow rate through the mitral valve (MV) and the left atrial appendage (LAA) from 4D-CT data. The developed algorithm provided accurate tracking of dynamic cardiac geometries resulting in similar flow rates at the MV and LAA to those measured by 4D flow MRI.
引用
收藏
页数:9
相关论文
共 22 条
[1]   Echocardiographic assessment of the left atrial appendage [J].
Agmon, Y ;
Khandheria, BK ;
Gentile, F ;
Seward, JB .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 1999, 34 (07) :1867-1877
[2]   Regional function analysis of left atrial appendage using motion estimation CT and risk of stroke in patients with atrial fibrillation [J].
Al-Issa, Abdullah ;
Inoue, Yuko ;
Cammin, Jochen ;
Tang, Qiulin ;
Nazarian, Saman ;
Calkins, Hugh ;
Fishman, Elliot K. ;
Taguchi, Katsuyuki ;
Ashikaga, Hiroshi .
EUROPEAN HEART JOURNAL-CARDIOVASCULAR IMAGING, 2016, 17 (07) :788-796
[3]   Left ventricular diastolic early and late filling quantified from 4D flow magnetic resonance imaging [J].
Alattar, Yousef ;
Soulat, Gilles ;
Gencer, Umit ;
Messas, Emmanuel ;
Bollache, Emilie ;
Kachenoura, Nadjia ;
Mousseaux, Elie .
DIAGNOSTIC AND INTERVENTIONAL IMAGING, 2022, 103 (7-8) :345-352
[4]  
Amberg B, 2007, IEEE I CONF COMP VIS, P1326
[5]  
Back S., 2023, CODE ASSESSMENT TRAN, DOI [10.17605/OSF.IO/BZ89C, DOI 10.17605/OSF.IO/BZ89C]
[6]  
Bongartz G., 2004, EUROPEAN GUIDLINES Q
[7]  
Budoff M. J., CARDIAC CT IMAGING D, VXVI, P563
[8]   Left Atrial 4D Blood Flow Dynamics and Hemostasis following Electrical Cardioversion of Atrial Fibrillation [J].
Cibis, Merih ;
Lindahl, Tomas L. ;
Ebbers, Tino ;
Karlsson, Lars O. ;
Carlhall, Carl-Johan .
FRONTIERS IN PHYSIOLOGY, 2017, 8
[9]   4D flow cardiovascular magnetic resonance consensus statement [J].
Dyverfeldt, Petter ;
Bissell, Malenka ;
Barker, Alex J. ;
Bolger, Ann F. ;
Carlhall, Carl-Johan ;
Ebbers, Tino ;
Francios, Christopher J. ;
Frydrychowicz, Alex ;
Geiger, Julia ;
Giese, Daniel ;
Hope, Michael D. ;
Kilner, Philip J. ;
Kozerke, Sebastian ;
Myerson, Saul ;
Neubauer, Stefan ;
Wieben, Oliver ;
Markl, Michael .
JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2015, 17
[10]   Demonstration of Patient-Specific Simulations to Assess Left Atrial Appendage Thrombogenesis Risk [J].
Garcia-Villalba, Manuel ;
Rossini, Lorenzo ;
Gonzalo, Alejandro ;
Vigneault, Davis ;
Martinez-Legazpi, Pablo ;
Duran, Eduardo ;
Flores, Oscar ;
Bermejo, Javier ;
McVeigh, Elliot ;
Kahn, Andrew M. ;
del Alamo, Juan C. .
FRONTIERS IN PHYSIOLOGY, 2021, 12