1
|
Gonzalo A, Augustin CM, Bifulco SF, Telle Å, Chahine Y, Kassar A, Guerrero-Hurtado M, Durán E, Martínez-Legazpi P, Flores O, Bermejo J, Plank G, Akoum N, Boyle PM, Del Alamo JC. Patient-specific multi-physics simulations of fibrotic changes in left atrial tissue mechanics impact on hemodynamics. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.29.596526. [PMID: 38853952 PMCID: PMC11160719 DOI: 10.1101/2024.05.29.596526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
Stroke is a leading cause of death and disability worldwide. Atrial myopathy, including fibrosis, is associated with an increased risk of ischemic stroke, but the mechanisms underlying this association are poorly understood. Fibrosis modifies myocardial structure, impairing electrical propagation and tissue biomechanics, and creating stagnant flow regions where clots could form. Fibrosis can be mapped non-invasively using late gadolinium enhancement magnetic resonance imaging (LGE-MRI). However, fibrosis maps are not currently incorporated into stroke risk calculations or computational electro-mechano-fluidic models. We present multi-physics simulations of left atrial (LA) myocardial motion and hemodynamics using patient-specific anatomies and fibrotic maps from LGE-MRI. We modify tissue stiffness and active tension generation in fibrotic regions and investigate how these changes affect LA flow for different fibrotic burdens. We find that fibrotic regions and, to a lesser extent, non-fibrotic regions experience reduced myocardial strain, resulting in decreased LA emptying fraction consistent with clinical observations. Both fibrotic tissue stiffening and hypocontractility independently reduce LA function, but together, these two alterations cause more pronounced effects than either one alone. Fibrosis significantly alters flow patterns throughout the atrial chamber, and particularly, the filling and emptying jets of the left atrial appendage (LAA). The effects of fibrosis in LA flow are largely captured by the concomitant changes in LA emptying fraction except inside the LAA, where a multi-factorial behavior is observed. This work illustrates how high-fidelity, multi-physics models can be used to study thrombogenesis mechanisms in a patient-specific manner, shedding light onto the link between atrial fibrosis and ischemic stroke. Key points Left atrial (LA) fibrosis is associated with arrhythmogenesis and increased risk of ischemic stroke; its extent and pattern can be quantified on a patient-specific basis using late gadolinium enhancement magnetic resonance imaging.Current stroke risk prediction tools have limited personalization, and their accuracy could be improvedfib by incorporating patient-specific information like fibrotic maps and hemodynamic patterns.We present the first electro-mechano-fluidic multi-physics computational simulations of LA flow, including fibrosis and anatomies from medical imaging.Mechanical changes in fibrotic tissue impair global LA motion, decreasing LA and left atrial appendage (LAA) emptying fractions, especially in subjects with higher fibrosis burdens.Fibrotic-mediated LA motion impairment alters LA and LAA flow near the endocardium and the whole cavity, ultimately leading to more stagnant blood regions in the LAA.
Collapse
|
2
|
Maille B, Defaye P, Bentounes SA, Herbert J, Clerc JM, Pierre B, Torras O, Deharo JC, Fauchier L. Outcomes Associated With Left Atrial Appendage Occlusion Via Implanted Device in Atrial Fibrillation. Mayo Clin Proc 2024; 99:754-765. [PMID: 38180394 DOI: 10.1016/j.mayocp.2023.05.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 05/12/2023] [Accepted: 05/30/2023] [Indexed: 01/06/2024]
Abstract
OBJECTIVE To compare outcomes after left atrial appendage occlusion (LAAO) via implanted device vs no LAAO in a matched cohort of patients with atrial fibrillation (AF). METHODS This longitudinal retrospective cohort study was based on the national database covering hospital care for the entire French population. Adults (≥18 years of age) who had been hospitalized with AF (January 1, 2015, to January 1, 2020) who underwent LAAO were identified. Propensity score matching was used to control for potential confounders of the treatment-outcome relationship. The primary outcome was a composite of ischemic stroke, major bleeding, or all-cause death during follow-up. RESULTS After propensity score matching, 1216 patients with AF who were treated with LAAO were matched with 1216 controls (patients AF who were not treated with LAAO). Mean follow-up was 14.5 months (median, 13 months; IQR, 7-21 months). Patients with LAAO had a lower risk of the composite outcome (HR, 0.48; 95% CI, 0.42 to 0.55). Total events (309 for LAAO vs 640 for controls) and event rates (23.3% vs 44.0%/year, respectively) were lower for LAAO, driven primarily by a decreased risk of all-cause death (HR, 0.39; 95% CI, 0.33 to 0.46; P<.0001), whereas ischemic stroke risk was higher (HR, 1.75; 95% CI, 1.17 to 2.64). Significant interactions were observed in subgroups with a history of ischemic stroke (P<.001) and of bleeding (P=.002). CONCLUSION Among AF patients at high bleeding risk, our nationwide study highlights a high risk of clinical events during follow-up. LAAO appeared less effective than no LAAO in preventing stroke but more effective in preventing death. Left atrial appendage occlusion is particularly effective in patients with previous ischemic stroke or any episode of bleeding.
Collapse
Affiliation(s)
- Baptiste Maille
- Service de Cardiologie, Centre Hospitalier Universitaire La Timone, Assistance Publique - Hôpitaux de Marseille, Aix Marseille University, Marseille, France
| | - Pascal Defaye
- Service de Cardiologie, Centre Hospitalier Universitaire Grenoble Alpes, Unite de Rythmologie, Grenoble, France
| | - Sid Ahmed Bentounes
- Service de Cardiologie, Centre Hospitalier Universitaire Trousseau, Faculté de Médecine, Université François Rabelais, Tours, France
| | - Julien Herbert
- Service de Cardiologie, Centre Hospitalier Universitaire Trousseau, Faculté de Médecine, Université François Rabelais, Tours, France
| | - Jean Michel Clerc
- Service de Cardiologie, Centre Hospitalier Universitaire Trousseau, Faculté de Médecine, Université François Rabelais, Tours, France
| | - Bertrand Pierre
- Service de Cardiologie, Centre Hospitalier Universitaire Trousseau, Faculté de Médecine, Université François Rabelais, Tours, France
| | - Olivier Torras
- Service de Cardiologie, Centre Hospitalier Universitaire La Timone, Assistance Publique - Hôpitaux de Marseille, Aix Marseille University, Marseille, France
| | - Jean Claude Deharo
- Service de Cardiologie, Centre Hospitalier Universitaire La Timone, Assistance Publique - Hôpitaux de Marseille, Aix Marseille University, Marseille, France
| | - Laurent Fauchier
- Service de Cardiologie, Centre Hospitalier Universitaire Trousseau, Faculté de Médecine, Université François Rabelais, Tours, France
| |
Collapse
|
3
|
Pradella M, Baraboo JJ, Maroun A, Liu SZ, DiCarlo AL, Chu SH, Hwang JM, Collins MA, Passman R, Heckbert SR, Greenland P, Markl M. Associations between 3D-based Left Atrial Volumetric and Blood Flow Parameters in a Single-Site Cohort of the Multi-Ethnic Study of Atherosclerosis. Radiol Cardiothorac Imaging 2024; 6:e230148. [PMID: 38451190 PMCID: PMC11056754 DOI: 10.1148/ryct.230148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 01/03/2024] [Accepted: 01/18/2024] [Indexed: 03/08/2024]
Abstract
Purpose To investigate associations between left atrial volume (LAV) and function with impaired three-dimensional hemodynamics from four-dimensional flow MRI. Materials and Methods A subcohort of participants from the Multi-Ethnic Study of Atherosclerosis from Northwestern University underwent prospective 1.5-T cardiac MRI including whole-heart four-dimensional flow and short-axis cine imaging between 2019 and 2020. Four-dimensional flow MRI analysis included manual three-dimensional segmentations of the LA and LA appendage (LAA), which were used to quantify LA and LAA peak velocity and blood stasis (% voxels < 0.1 m/sec). Short-axis cine data were used to delineate LA contours on all cardiac time points, and the resulting three-dimensional-based LAVs were extracted for calculation of LA emptying fractions (LAEFtotal, LAEFactive, LAEFpassive). Stepwise multivariable linear models were calculated for each flow parameter (LA stasis, LA peak velocity, LAA stasis, LAA peak velocity) to determine associations with LAV and LAEF. Results This study included 158 participants (mean age, 73 years ± 7 [SD]; 83 [52.5%] female and 75 [47.4%] male participants). In multivariable models, a 1-unit increase of LAEFtotal was associated with decreased LA stasis (β coefficient, -0.47%; P < .001), while increased LAEFactive was associated with increased LA peak velocity (β coefficient, 0.21 cm/sec; P < .001). Furthermore, increased minimum LAV indexed was most associated with impaired LAA flow (higher LAA stasis [β coefficient, 0.65%; P < .001] and lower LAA peak velocity [β coefficient, -0.35 cm/sec; P < .001]). Conclusion Higher minimum LAV and reduced LA function were associated with impaired flow characteristics in the LA and LAA. LAV assessment might therefore be a surrogate measure for LA and LAA flow abnormalities. Keywords: Atherosclerosis, Left Atrial Volume, Left Atrial Blood Flow, 4D Flow MRI Supplemental material is available for this article. © RSNA, 2024.
Collapse
Affiliation(s)
- Maurice Pradella
- From the Department of Radiology (M.P., J.J.B., A.M., S.Z.L., A.L.D.,
S.H.C., J.M.H., M.A.C., M.M.), Department of Medicine, Division of Cardiology
(R.P., P.G.), and Department of Preventive Medicine (P.G.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Suite 1600, Chicago,
IL 60611; Department of Radiology, University Hospital Basel, University of
Basel, Basel, Switzerland (M.P.); and Department of Epidemiology, University of
Washington, Seattle, Wash (S.R.H.)
| | - Justin J. Baraboo
- From the Department of Radiology (M.P., J.J.B., A.M., S.Z.L., A.L.D.,
S.H.C., J.M.H., M.A.C., M.M.), Department of Medicine, Division of Cardiology
(R.P., P.G.), and Department of Preventive Medicine (P.G.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Suite 1600, Chicago,
IL 60611; Department of Radiology, University Hospital Basel, University of
Basel, Basel, Switzerland (M.P.); and Department of Epidemiology, University of
Washington, Seattle, Wash (S.R.H.)
| | - Anthony Maroun
- From the Department of Radiology (M.P., J.J.B., A.M., S.Z.L., A.L.D.,
S.H.C., J.M.H., M.A.C., M.M.), Department of Medicine, Division of Cardiology
(R.P., P.G.), and Department of Preventive Medicine (P.G.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Suite 1600, Chicago,
IL 60611; Department of Radiology, University Hospital Basel, University of
Basel, Basel, Switzerland (M.P.); and Department of Epidemiology, University of
Washington, Seattle, Wash (S.R.H.)
| | - Sophia Z. Liu
- From the Department of Radiology (M.P., J.J.B., A.M., S.Z.L., A.L.D.,
S.H.C., J.M.H., M.A.C., M.M.), Department of Medicine, Division of Cardiology
(R.P., P.G.), and Department of Preventive Medicine (P.G.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Suite 1600, Chicago,
IL 60611; Department of Radiology, University Hospital Basel, University of
Basel, Basel, Switzerland (M.P.); and Department of Epidemiology, University of
Washington, Seattle, Wash (S.R.H.)
| | - Amanda L. DiCarlo
- From the Department of Radiology (M.P., J.J.B., A.M., S.Z.L., A.L.D.,
S.H.C., J.M.H., M.A.C., M.M.), Department of Medicine, Division of Cardiology
(R.P., P.G.), and Department of Preventive Medicine (P.G.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Suite 1600, Chicago,
IL 60611; Department of Radiology, University Hospital Basel, University of
Basel, Basel, Switzerland (M.P.); and Department of Epidemiology, University of
Washington, Seattle, Wash (S.R.H.)
| | - Stanley H. Chu
- From the Department of Radiology (M.P., J.J.B., A.M., S.Z.L., A.L.D.,
S.H.C., J.M.H., M.A.C., M.M.), Department of Medicine, Division of Cardiology
(R.P., P.G.), and Department of Preventive Medicine (P.G.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Suite 1600, Chicago,
IL 60611; Department of Radiology, University Hospital Basel, University of
Basel, Basel, Switzerland (M.P.); and Department of Epidemiology, University of
Washington, Seattle, Wash (S.R.H.)
| | - Julia M. Hwang
- From the Department of Radiology (M.P., J.J.B., A.M., S.Z.L., A.L.D.,
S.H.C., J.M.H., M.A.C., M.M.), Department of Medicine, Division of Cardiology
(R.P., P.G.), and Department of Preventive Medicine (P.G.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Suite 1600, Chicago,
IL 60611; Department of Radiology, University Hospital Basel, University of
Basel, Basel, Switzerland (M.P.); and Department of Epidemiology, University of
Washington, Seattle, Wash (S.R.H.)
| | - Mitchell A. Collins
- From the Department of Radiology (M.P., J.J.B., A.M., S.Z.L., A.L.D.,
S.H.C., J.M.H., M.A.C., M.M.), Department of Medicine, Division of Cardiology
(R.P., P.G.), and Department of Preventive Medicine (P.G.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Suite 1600, Chicago,
IL 60611; Department of Radiology, University Hospital Basel, University of
Basel, Basel, Switzerland (M.P.); and Department of Epidemiology, University of
Washington, Seattle, Wash (S.R.H.)
| | - Rod Passman
- From the Department of Radiology (M.P., J.J.B., A.M., S.Z.L., A.L.D.,
S.H.C., J.M.H., M.A.C., M.M.), Department of Medicine, Division of Cardiology
(R.P., P.G.), and Department of Preventive Medicine (P.G.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Suite 1600, Chicago,
IL 60611; Department of Radiology, University Hospital Basel, University of
Basel, Basel, Switzerland (M.P.); and Department of Epidemiology, University of
Washington, Seattle, Wash (S.R.H.)
| | - Susan R. Heckbert
- From the Department of Radiology (M.P., J.J.B., A.M., S.Z.L., A.L.D.,
S.H.C., J.M.H., M.A.C., M.M.), Department of Medicine, Division of Cardiology
(R.P., P.G.), and Department of Preventive Medicine (P.G.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Suite 1600, Chicago,
IL 60611; Department of Radiology, University Hospital Basel, University of
Basel, Basel, Switzerland (M.P.); and Department of Epidemiology, University of
Washington, Seattle, Wash (S.R.H.)
| | - Philip Greenland
- From the Department of Radiology (M.P., J.J.B., A.M., S.Z.L., A.L.D.,
S.H.C., J.M.H., M.A.C., M.M.), Department of Medicine, Division of Cardiology
(R.P., P.G.), and Department of Preventive Medicine (P.G.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Suite 1600, Chicago,
IL 60611; Department of Radiology, University Hospital Basel, University of
Basel, Basel, Switzerland (M.P.); and Department of Epidemiology, University of
Washington, Seattle, Wash (S.R.H.)
| | - Michael Markl
- From the Department of Radiology (M.P., J.J.B., A.M., S.Z.L., A.L.D.,
S.H.C., J.M.H., M.A.C., M.M.), Department of Medicine, Division of Cardiology
(R.P., P.G.), and Department of Preventive Medicine (P.G.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Suite 1600, Chicago,
IL 60611; Department of Radiology, University Hospital Basel, University of
Basel, Basel, Switzerland (M.P.); and Department of Epidemiology, University of
Washington, Seattle, Wash (S.R.H.)
| |
Collapse
|
4
|
Pradella M, Baraboo JJ, Prabhakaran S, Zhao L, Hijaz T, McComb EN, Naidich MJ, Heckbert SR, Nasrallah IM, Bryan RN, Passman RS, Markl M, Greenland P. MRI Investigation of the Association of Left Atrial and Left Atrial Appendage Hemodynamics with Silent Brain Infarction. J Magn Reson Imaging 2024. [PMID: 38490945 DOI: 10.1002/jmri.29349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 03/01/2024] [Accepted: 03/02/2024] [Indexed: 03/17/2024] Open
Abstract
BACKGROUND Left atrial (LA) myopathy is thought to be associated with silent brain infarctions (SBI) through changes in blood flow hemodynamics leading to thrombogenesis. 4D-flow MRI enables in-vivo hemodynamic quantification in the left atrium (LA) and LA appendage (LAA). PURPOSE To determine whether LA and LAA hemodynamic and volumetric parameters are associated with SBI. STUDY TYPE Prospective observational study. POPULATION A single-site cohort of 125 Participants of the multiethnic study of atherosclerosis (MESA), mean age: 72.3 ± 7.2 years, 56 men. FIELD STRENGTH/SEQUENCE 1.5T. Cardiac MRI: Cine balanced steady state free precession (bSSFP) and 4D-flow sequences. Brain MRI: T1- and T2-weighted SE and FLAIR. ASSESSMENT Presence of SBI was determined from brain MRI by neuroradiologists according to routine diagnostic criteria in all participants without a history of stroke based on the MESA database. Minimum and maximum LA volumes and ejection fraction were calculated from bSSFP data. Blood stasis (% of voxels <10 cm/sec) and peak velocity (cm/sec) in the LA and LAA were assessed by a radiologist using an established 4D-flow workflow. STATISTICAL TESTS Student's t test, Mann-Whitney U test, one-way ANOVA, chi-square test. Multivariable stepwise logistic regression with automatic forward and backward selection. Significance level P < 0.05. RESULTS 26 (20.8%) had at least one SBI. After Bonferroni correction, participants with SBI were significantly older and had significantly lower peak velocities in the LAA. In multivariable analyses, age (per 10-years) (odds ratio (OR) = 1.99 (95% confidence interval (CI): 1.30-3.04)) and LAA peak velocity (per cm/sec) (OR = 0.87 (95% CI: 0.81-0.93)) were significantly associated with SBI. CONCLUSION Older age and lower LAA peak velocity were associated with SBI in multivariable analyses whereas volumetric-based measures from cardiac MRI or cardiovascular risk factors were not. Cardiac 4D-flow MRI showed potential to serve as a novel imaging marker for SBI. LEVEL OF EVIDENCE 3 TECHNICAL EFFICACY: Stage 2.
Collapse
Affiliation(s)
- Maurice Pradella
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Radiology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Justin J Baraboo
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Shyam Prabhakaran
- Department of Neurology, University of Chicago, Chicago, Illinois, USA
| | - Lihui Zhao
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Tarek Hijaz
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Erin N McComb
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Michelle J Naidich
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Susan R Heckbert
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
| | - Ilya M Nasrallah
- Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - R Nick Bryan
- Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Rod S Passman
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Michael Markl
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Philip Greenland
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| |
Collapse
|
5
|
Gondal MUR, Mehmood RS, Khan RP, Malik J. Atrial myopathy. Curr Probl Cardiol 2024; 49:102381. [PMID: 38191102 DOI: 10.1016/j.cpcardiol.2024.102381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 01/04/2024] [Indexed: 01/10/2024]
Abstract
This paper delves into the progressive concept of atrial myopathy, shedding light on its development and its impact on atrial characteristics. It extensively explores the intricate connections between atrial myopathy, atrial fibrillation (AF), and strokes. Researchers have sought additional contributors to AF-related strokes due to the absence of a clear timing correlation between paroxysmal AF episodes and strokes in patients with cardiac implantable electronic devices. Through various animal models and human investigations, a close interrelation among aging, inflammation, oxidative stress, and stretching mechanisms has been identified. These mechanisms contribute to fibrosis, alterations in electrical properties, autonomic remodeling, and a heightened pro-thrombotic state. These interconnected factors establish a detrimental cycle, exacerbating atrial myopathy and elevating the risk of sustained AF and strokes. By emphasizing the significance of atrial myopathy and the risk of strokes that are distinct from AF, the paper also discusses methods for identifying patients with atrial myopathy. Moreover, it proposes an approach to incorporate the concept of atrial myopathy into clinical practice to guide anticoagulation decisions in individuals with AF.
Collapse
Affiliation(s)
| | - Raja Sadam Mehmood
- Department of Medicine, Shifa International Hospital, Islamabad, Pakistan
| | | | - Jahanzeb Malik
- Department of Cardiovascular Medicine, Cardiovascular Analytics Group, Islamabad, Pakistan.
| |
Collapse
|
6
|
Nallamothu T, Pradella M, Markl M, Greenland P, Passman R, Elbaz MS. Robust and fast stochastic 4D flow vector-field signature technique for quantifying composite flow dynamics from 4D flow MRI: Application to left atrial flow in atrial fibrillation. Med Image Anal 2024; 92:103065. [PMID: 38113616 DOI: 10.1016/j.media.2023.103065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 11/09/2023] [Accepted: 12/11/2023] [Indexed: 12/21/2023]
Abstract
4D flow MRI is an emerging imaging modality that maps voxel-wise blood flow information as velocity vector fields that is acquired in 7-dimensional image volumes (3 spatial dimensions + 3 velocity directions + time). Blood flow in the cardiovascular system is often complex and composite involving multiple flow dynamics and patterns (e.g., vortex flow, jets, stagnating flow) that occur and interact simultaneously. The spectrum of such complex flow dynamics is embedded in the velocity vector field dynamics derived from 4D Flow MRI. However, current flow metrics cannot fully measure high-dimensional vector-field data and embedded complex composite flow data. Instead, these methods need to break down the vector-field data into secondary scalar fields of individual flow components using fluid dynamics operators. These methods are gradient-based and sensitive to data uncertainties, and only focus on individual flow components of the overall composite flow, therefore potentially underestimating the severity of overall flow changes associated with cardiovascular diseases. To address these limitations, in MICCAI 2021, we introduced a novel comprehensive stochastic 4D Flow vector-field signature technique that works directly on the entire spatiotemporal velocity vector field. This technique uses efficient stochastic gradient-free interrogation of multi-million flow vector-pairs per patient to derive the patient's unique flow profile of the complex composite flow alterations and in real-time processing. The signature technique's probabilistic gradient-free formulation should allow for highly robust quantification despite inherent errors in 4D flow MRI acquisitions. Here, we extend the application of the 4D flow vector-field signature technique to the left atrium to analyze complex composite flow changes in patients with atrial fibrillation. In 128 subjects, we performed extensive sensitivity testing and determined that the vector-field signature technique is highly robust to typical sources of data uncertainties in 4D flow MRI: degradation in spatiotemporal resolution, added Gaussian noise, and segmentation errors. We demonstrate the excellent generalizability of the stochastic convergence from the aorta to the left atrium and between different 4D Flow MRI acquisition protocols. We compare the robustness of our technique to existing advanced flow quantification metrics of kinetic energy, vorticity, and energy loss demonstrating a superior performance of up-to 14-fold. Our results show the potential diagnostic and clinical utility of our signature technique in identifying distinctly altered composite flow signatures in atrial fibrillation patients independent of existing flow metrics.
Collapse
Affiliation(s)
- Thara Nallamothu
- Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States; Biomedical Engineering, Northwestern University, Evanston, IL, United States
| | - Maurice Pradella
- Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States; Department of Radiology, Clinic of Radiology and Nuclear Medicine, University Hospital of Basel, Basel, Switzerland
| | - Michael Markl
- Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States; Biomedical Engineering, Northwestern University, Evanston, IL, United States
| | - Philip Greenland
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Rod Passman
- Cardiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Mohammed Sm Elbaz
- Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
| |
Collapse
|
7
|
Aarnink E, Zabern M, Boersma L, Glikson M. Mechanisms and Prediction of Ischemic Stroke in Atrial Fibrillation Patients. J Clin Med 2023; 12:6491. [PMID: 37892626 PMCID: PMC10607686 DOI: 10.3390/jcm12206491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 10/06/2023] [Accepted: 10/10/2023] [Indexed: 10/29/2023] Open
Abstract
Atrial fibrillation (AF) is the most common arrhythmia in adults worldwide and represents an important burden for patients, physicians, and healthcare systems. AF is associated with substantial mortality and morbidity, due to the disease itself and its specific complications, such as the increased risk of stroke and thromboembolic events associated with AF. The temporal relation between AF episodes and stroke is nonetheless incompletely understood. The factors associated with an increased thromboembolic risk remain unclear, as well as the stroke risk stratification. Therefore, in this review, we intend to expose the mechanisms and physiopathology leading to intracardiac thrombus formation and stroke in AF patients, together with the evidence supporting the causal hypothesis. We also expose the risk factors associated with increased risk of stroke, the current different risk stratification tools as well as future prospects for improving this risk stratification.
Collapse
Affiliation(s)
- Errol Aarnink
- Department of Cardiology, St. Antonius Hospital, 3435 CM Nieuwegein, The Netherlands
| | - Maxime Zabern
- Jesselson Integrated Heart Center, Shaare Zedek Medical Center, Jerusalem 9103102, Israel
| | - Lucas Boersma
- Department of Cardiology, St. Antonius Hospital, 3435 CM Nieuwegein, The Netherlands
- Department of Cardiology, Amsterdam University Medical Center, 1105 AZ Amsterdam, The Netherlands
| | - Michael Glikson
- Jesselson Integrated Heart Center, Shaare Zedek Medical Center, Jerusalem 9103102, Israel
| |
Collapse
|
8
|
Kim H, Wilton SB, Garcia J. Left atrium 4D-flow segmentation with high-resolution contrast-enhanced magnetic resonance angiography. Front Cardiovasc Med 2023; 10:1225922. [PMID: 37904808 PMCID: PMC10613494 DOI: 10.3389/fcvm.2023.1225922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 09/26/2023] [Indexed: 11/01/2023] Open
Abstract
Background Atrial fibrillation (AF) leads to intracardiac thrombus and an associated risk of stroke. Phase-contrast cardiovascular magnetic resonance (CMR) with flow-encoding in all three spatial directions (4D-flow) provides a time-resolved 3D volume image with 3D blood velocity, which brings individual hemodynamic information affecting thrombus formation. As the resolution and contrast of 4D-flow are limited, we proposed a semi-automated 4D-flow segmentation method for the left atrium (LA) using a standard-of-care contrast-enhanced magnetic resonance angiography (CE-MRA) and registration technique. Methods LA of 54 patients with AF were segmented from 4D-flow taken in sinus rhythm using two segmentation methods. (1) Phase-contrast magnetic resonance angiography (PC-MRA) was calculated from 4D-flow, and LA was segmented slice-by-slice manually. (2) LA and other structures were segmented from CE-MRA and transformed into 4D-flow coordinates by registration with the mutual information method. Overlap of volume was tested by the Dice similarity coefficient (DSC) and the average symmetric surface distance (ASSD). Mean velocity and stasis were calculated to compare the functional property of LA from two segmentation methods. Results LA volumes from segmentation on CE-MRA were strongly correlated with PC-MRA volume, although mean CE-MRA volumes were about 10% larger. The proposed registration scheme resulted in visually successful registration in 76% of cases after two rounds of registration. The mean of DSC of the registered cases was 0.770 ± 0.045, and the mean of ASSD was 2.704 mm ± 0.668 mm. Mean velocity had no significant difference between the two segmentation methods, and mean stasis had a 3.3% difference. Conclusion The proposed CE-MRA segmentation and registration method can generate segmentation for 4D-flow images. This method will facilitate 4D-flow analysis for AF patients by making segmentation easier and overcoming the limit of resolution.
Collapse
Affiliation(s)
- Hansuk Kim
- Biomedical Engineering, University of Calgary, Calgary, AB, Canada
- Stephenson Cardiac Imaging Centre, University of Calgary, Calgary, AB, Canada
- Libin Cardiovascular Institute, University of Calgary, Calgary, AB, Canada
| | - Stephen B. Wilton
- Libin Cardiovascular Institute, University of Calgary, Calgary, AB, Canada
- Department of Cardiac Sciences, University of Calgary, Calgary, AB, Canada
| | - Julio Garcia
- Stephenson Cardiac Imaging Centre, University of Calgary, Calgary, AB, Canada
- Libin Cardiovascular Institute, University of Calgary, Calgary, AB, Canada
- Department of Cardiac Sciences, University of Calgary, Calgary, AB, Canada
- Department of Radiology, University of Calgary, Calgary, AB, Canada
- Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, AB, Canada
| |
Collapse
|
9
|
DiCarlo AL, Haji-Valizadeh H, Passman R, Greenland P, McCarthy P, Lee DC, Kim D, Markl M. Assessment of Beat-To-Beat Variability in Left Atrial Hemodynamics Using Real Time Phase Contrast MRI in Patients With Atrial Fibrillation. J Magn Reson Imaging 2023; 58:763-771. [PMID: 36468562 PMCID: PMC10239789 DOI: 10.1002/jmri.28550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 11/19/2022] [Accepted: 11/21/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Hemodynamic assessment of left atrial (LA) flow using phase contrast MRI provides insight into thromboembolic risk in atrial fibrillation (AF). However, conventional flow imaging techniques are averaged over many heartbeats. PURPOSE To evaluate beat-to-beat variability and LA hemodynamics in patients with AF using real time phase contrast (RTPC) MRI. STUDY TYPE Prospective. SUBJECTS Thirty-five patients with history of AF (68 ± 10 years, nine female), 10 healthy controls (57 ± 19 years, four female). FIELD STRENGTH/SEQUENCE 5T, 2D RTPC with through-plane velocity-encoded gradient echo sequence and 4D flow MRI with three-directional velocity-encoded gradient echo sequence. ASSESSMENT RTPC was continuously acquired for a mid-LA slice in all subjects. 4D flow data were interpolated at the RTPC location and normally projected for comparison with RTPC. RR intervals extracted from RTPC were used to calculate heart rate variability (HRV = interquartile range over median × 100%). Patients were classified into low (<9.7%) and high (>9.7%) HRV groups. LA peak/mean velocity and stasis (%velocities < 5.8 cm/sec) were calculated from segmented 2D images. Variability in RTPC flow metrics was quantified by coefficient of variation (CV) over all cycles. STATISTICAL TESTS Pearson's correlation coefficient (r), Bland-Altman analysis, Kruskal-Wallis test. A P value < 0.05 was considered statistically significant. RESULTS RTPC and 4D flow measurements were strongly/significantly correlated for all hemodynamic parameters (R2 = 0.75-0.83) in controls. Twenty-four patients had low HRV (mean = 4 ± 2%) and 11 patients had high HRV (27 ± 9%). In patients, increased HRV was significantly correlated with CV of peak velocity (r = 0.67), mean velocity (r = 0.51), and stasis (r = 0.41). A stepwise decrease in peak/mean velocity and increase in stasis was observed when comparing controls vs. low HRV vs. high HRV groups. Mean velocity and stasis differences were significant for control vs. high HRV groups. CONCLUSIONS RTPC may be suitable for assessing the impact of HRV on hemodynamics and provide insight for AF management in highly arrhythmic patients. EVIDENCE LEVEL 1 TECHNICAL EFFICACY: Stage 2.
Collapse
Affiliation(s)
- Amanda L DiCarlo
- Department of Radiology, Northwestern University Feinberg School of Medicine
| | - Hassan Haji-Valizadeh
- Department of Radiology, Northwestern University Feinberg School of Medicine
- Department of Biomedical Engineering, Northwestern University McCormick School of Engineering
| | - Rod Passman
- Department of Cardiology, Northwestern University Feinberg School of Medicine
| | - Philip Greenland
- Department of Cardiology, Northwestern University Feinberg School of Medicine
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine
| | - Patrick McCarthy
- Department of Cardiothoracic Surgery, Northwestern University Feinberg School of Medicine
| | - Daniel C Lee
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine
| | - Daniel Kim
- Department of Radiology, Northwestern University Feinberg School of Medicine
- Department of Biomedical Engineering, Northwestern University McCormick School of Engineering
| | - Michael Markl
- Department of Radiology, Northwestern University Feinberg School of Medicine
- Department of Biomedical Engineering, Northwestern University McCormick School of Engineering
| |
Collapse
|
10
|
Spartera M, Stracquadanio A, Pessoa-Amorim G, Harston G, Mazzucco S, Young V, Von Ende A, Hess AT, Ferreira VM, Kennedy J, Neubauer S, Casadei B, Wijesurendra RS. Reduced Left Atrial Rotational Flow Is Independently Associated With Embolic Brain Infarcts. JACC Cardiovasc Imaging 2023; 16:1149-1159. [PMID: 37204381 DOI: 10.1016/j.jcmg.2023.03.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 02/22/2023] [Accepted: 03/10/2023] [Indexed: 05/20/2023]
Abstract
BACKGROUND Up to 25% of embolic strokes occur in individuals without atrial fibrillation (AF) or other identifiable mechanisms. OBJECTIVES This study aims to assess whether left atrial (LA) blood flow characteristics are associated with embolic brain infarcts, independently of AF. METHODS The authors recruited 134 patients: 44 with a history of ischemic stroke and 90 with no history of stroke but CHA2DS2VASc score ≥1. Cardiac magnetic resonance (CMR) evaluated cardiac function and LA 4-dimensional flow parameters, including velocity and vorticity (a measure of rotational flow), and brain magnetic resonance imaging (MRI) was performed to detect large noncortical or cortical infarcts (LNCCIs) (likely embolic), or nonembolic lacunar infarcts. RESULTS Patients (41% female; age 70 ± 9 years) had moderate stroke risk (median CHA2DS2VASc = 3, Q1-Q3: 2-4). Sixty-eight (51%) had diagnosed AF, of whom 58 (43%) were in AF during CMR. Thirty-nine (29%) had ≥1 LNCCI, 20 (15%) had ≥1 lacunar infarct without LNCCI, and 75 (56%) had no infarct. Lower LA vorticity was significantly associated with prevalent LNCCIs after adjustment for AF during CMR, history of AF, CHA2DS2VASc score, LA emptying fraction, LA indexed maximum volume, left ventricular ejection fraction, and indexed left ventricular mass (OR: 2.06 [95% CI: 1.08-3.92 per SD]; P = 0.027). By contrast, LA flow peak velocity was not significantly associated with LNCCIs (P = 0.21). No LA parameter was associated with lacunar infarcts (all P > 0.05). CONCLUSIONS Reduced LA flow vorticity is significantly and independently associated with embolic brain infarcts. Imaging LA flow characteristics may aid identification of individuals who would benefit from anticoagulation for embolic stroke prevention, regardless of heart rhythm.
Collapse
Affiliation(s)
- Marco Spartera
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom; University of Oxford Centre for Clinical Magnetic Resonance Research, Oxford, United Kingdom; Oxford University Hospital NHS Foundation Trust, Oxford, United Kingdom.
| | - Antonio Stracquadanio
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom; University of Oxford Centre for Clinical Magnetic Resonance Research, Oxford, United Kingdom; Oxford University Hospital NHS Foundation Trust, Oxford, United Kingdom
| | - Guilherme Pessoa-Amorim
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom; University of Oxford Centre for Clinical Magnetic Resonance Research, Oxford, United Kingdom; Oxford University Hospital NHS Foundation Trust, Oxford, United Kingdom; CTSU Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - George Harston
- Oxford University Hospital NHS Foundation Trust, Oxford, United Kingdom
| | - Sara Mazzucco
- Oxford University Hospital NHS Foundation Trust, Oxford, United Kingdom; Wolfson Centre for Prevention of Stroke and Dementia, Nuffield Department of Clinical Neuroscience, Oxford, United Kingdom
| | - Victoria Young
- Oxford University Hospital NHS Foundation Trust, Oxford, United Kingdom
| | - Adam Von Ende
- CTSU Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Aaron T Hess
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom; University of Oxford Centre for Clinical Magnetic Resonance Research, Oxford, United Kingdom
| | - Vanessa M Ferreira
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom; University of Oxford Centre for Clinical Magnetic Resonance Research, Oxford, United Kingdom; Oxford University Hospital NHS Foundation Trust, Oxford, United Kingdom
| | - James Kennedy
- Oxford University Hospital NHS Foundation Trust, Oxford, United Kingdom
| | - Stefan Neubauer
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom; University of Oxford Centre for Clinical Magnetic Resonance Research, Oxford, United Kingdom; Oxford University Hospital NHS Foundation Trust, Oxford, United Kingdom
| | - Barbara Casadei
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom; Oxford University Hospital NHS Foundation Trust, Oxford, United Kingdom
| | - Rohan S Wijesurendra
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom; University of Oxford Centre for Clinical Magnetic Resonance Research, Oxford, United Kingdom; Oxford University Hospital NHS Foundation Trust, Oxford, United Kingdom; CTSU Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| |
Collapse
|
11
|
Yang J, Bai Z, Song C, Ding H, Chen M, Sun J, Liu X. Research on the Internal Flow Field of Left Atrial Appendage and Stroke Risk Assessment with Different Blood Models. Bioengineering (Basel) 2023; 10:944. [PMID: 37627830 PMCID: PMC10451249 DOI: 10.3390/bioengineering10080944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 07/23/2023] [Accepted: 07/27/2023] [Indexed: 08/27/2023] Open
Abstract
Extant clinical research has underscored that patients suffering from atrial fibrillation (AF) bear an elevated risk for stroke, predominantly driven by the formation of thrombus in the left atrial appendage (LAA). As such, accurately identifying those at an increased risk of thrombosis becomes paramount to facilitate timely and effective treatment. This study was designed to shed light on the mechanisms underlying thrombus formation in the LAA by employing three-dimensional (3D) left atrium (LA) models of AF patients, which were constructed based on Computed Tomography (CT) imaging. The distinct benefits of Computational Fluid Dynamics (CFD) were leveraged to simulate the blood flow field within the LA, using three distinct blood flow models, both under AF and sinus rhythm (SR) conditions. The potential risk of thrombus formation was evaluated by analyzing the Relative Residence Time (RRT) and Endothelial Cell Activation Potential (ECAP) values. The results gleaned from this study affirm that all three blood flow models align with extant clinical guidelines, thereby enabling an effective prediction of thrombosis risk. However, noteworthy differences emerged when comparing the intricacies of the flow field and thrombosis risk across the three models. The single-phase non-Newtonian blood flow model resulted in comparatively lower residence times for blood within the LA and lower values for the Oscillatory Shear Index (OSI), RRT, and ECAP within the LAA. These findings suggest a reduced thrombosis risk. Conversely, the two-phase non-Newtonian blood flow model exhibited a higher residence time for blood and elevated RRT value within the LAA, suggesting an increased risk for thrombosis.
Collapse
Affiliation(s)
- Jun Yang
- School of Energy and Power Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China; (J.Y.); (Z.B.); (C.S.)
| | - Zitao Bai
- School of Energy and Power Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China; (J.Y.); (Z.B.); (C.S.)
| | - Chentao Song
- School of Energy and Power Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China; (J.Y.); (Z.B.); (C.S.)
| | - Huirong Ding
- Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200240, China; (H.D.); (M.C.)
| | - Mu Chen
- Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200240, China; (H.D.); (M.C.)
| | - Jian Sun
- Xinhua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200240, China; (H.D.); (M.C.)
| | - Xiaohua Liu
- School of Aeronautics and Astronautics, Shanghai Jiao Tong University, Shanghai 200240, China
| |
Collapse
|
12
|
Rajiah PS, Moore A, Broncano J, Anand V, Kolluri N, Shah DJ, Flamm SD, François CJ. Diastology with Cardiac MRI: A Practical Guide. Radiographics 2023; 43:e220144. [PMID: 37535462 DOI: 10.1148/rg.220144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/05/2023]
Abstract
Diastolic filling of the ventricle is a complex interplay of volume and pressure, contingent on active energy-dependent myocardial relaxation and myocardial stiffness. Abnormal diastolic function is the hallmark of the clinical entity of heart failure with preserved ejection fraction (HFpEF), which is now the dominant type of heart failure and is associated with significant morbidity and mortality. Although echocardiography is the current first-line imaging modality used in evaluation of diastolic function, cardiac MRI (CMR) is emerging as an important technique. The principal role of CMR is to categorize the cause of diastolic dysfunction (DD) and distinguish other entities that manifest similarly to HFpEF, particularly infiltrative and pericardial disorders. CMR also provides prognostic information and risk stratification based on late gadolinium enhancement and parametric mapping techniques. Advances in hardware, sequences, and postprocessing software now enable CMR to diagnose and grade DD accurately, a role traditionally assigned to echocardiography. Two-dimensional or four-dimensional velocity-encoded phase-contrast sequences can measure flow and velocities at the mitral inflow, mitral annulus, and pulmonary veins to provide diastolic functional metrics analogous to those at echocardiography. The commonly used cine steady-state free-precession sequence can provide clues to DD including left ventricular mass, left ventricular filling curves, and left atrial size and function. MR strain imaging provides information on myocardial mechanics that further aids in diagnosis and prognosis of diastolic function. Research sequences such as MR elastography and MR spectroscopy can help evaluate myocardial stiffness and metabolism, respectively, providing additional insights on diastolic function. The authors review the physiology of diastolic function, mechanics of diastolic heart failure, and CMR techniques in the evaluation of diastolic function. ©RSNA, 2023 Quiz questions for this article are available in the supplemental material.
Collapse
Affiliation(s)
- Prabhakar Shantha Rajiah
- From the Departments of Radiology (P.S.R., C.J.F.) and Cardiology (V.A., N.K.), Mayo Clinic, 200 1st St SW, Rochester, MN 55905; Department of Radiology, Baylor Health System, Dallas, Tex (A.M.); Department of Radiology, Hospital San Juan de Dios, Hospital de la Cruz Roja, HT-RESALTA, HT Médica, Córdoba, Spain (J.B.); Department of Cardiology, Houston Methodist Hospital, Houston, Tex (D.J.S.); and Cardiovascular Imaging Laboratory, Cleveland Clinic Foundation, Cleveland, Ohio (S.D.F.)
| | - Alastair Moore
- From the Departments of Radiology (P.S.R., C.J.F.) and Cardiology (V.A., N.K.), Mayo Clinic, 200 1st St SW, Rochester, MN 55905; Department of Radiology, Baylor Health System, Dallas, Tex (A.M.); Department of Radiology, Hospital San Juan de Dios, Hospital de la Cruz Roja, HT-RESALTA, HT Médica, Córdoba, Spain (J.B.); Department of Cardiology, Houston Methodist Hospital, Houston, Tex (D.J.S.); and Cardiovascular Imaging Laboratory, Cleveland Clinic Foundation, Cleveland, Ohio (S.D.F.)
| | - Jordi Broncano
- From the Departments of Radiology (P.S.R., C.J.F.) and Cardiology (V.A., N.K.), Mayo Clinic, 200 1st St SW, Rochester, MN 55905; Department of Radiology, Baylor Health System, Dallas, Tex (A.M.); Department of Radiology, Hospital San Juan de Dios, Hospital de la Cruz Roja, HT-RESALTA, HT Médica, Córdoba, Spain (J.B.); Department of Cardiology, Houston Methodist Hospital, Houston, Tex (D.J.S.); and Cardiovascular Imaging Laboratory, Cleveland Clinic Foundation, Cleveland, Ohio (S.D.F.)
| | - Vidhu Anand
- From the Departments of Radiology (P.S.R., C.J.F.) and Cardiology (V.A., N.K.), Mayo Clinic, 200 1st St SW, Rochester, MN 55905; Department of Radiology, Baylor Health System, Dallas, Tex (A.M.); Department of Radiology, Hospital San Juan de Dios, Hospital de la Cruz Roja, HT-RESALTA, HT Médica, Córdoba, Spain (J.B.); Department of Cardiology, Houston Methodist Hospital, Houston, Tex (D.J.S.); and Cardiovascular Imaging Laboratory, Cleveland Clinic Foundation, Cleveland, Ohio (S.D.F.)
| | - Nikhil Kolluri
- From the Departments of Radiology (P.S.R., C.J.F.) and Cardiology (V.A., N.K.), Mayo Clinic, 200 1st St SW, Rochester, MN 55905; Department of Radiology, Baylor Health System, Dallas, Tex (A.M.); Department of Radiology, Hospital San Juan de Dios, Hospital de la Cruz Roja, HT-RESALTA, HT Médica, Córdoba, Spain (J.B.); Department of Cardiology, Houston Methodist Hospital, Houston, Tex (D.J.S.); and Cardiovascular Imaging Laboratory, Cleveland Clinic Foundation, Cleveland, Ohio (S.D.F.)
| | - Dipan J Shah
- From the Departments of Radiology (P.S.R., C.J.F.) and Cardiology (V.A., N.K.), Mayo Clinic, 200 1st St SW, Rochester, MN 55905; Department of Radiology, Baylor Health System, Dallas, Tex (A.M.); Department of Radiology, Hospital San Juan de Dios, Hospital de la Cruz Roja, HT-RESALTA, HT Médica, Córdoba, Spain (J.B.); Department of Cardiology, Houston Methodist Hospital, Houston, Tex (D.J.S.); and Cardiovascular Imaging Laboratory, Cleveland Clinic Foundation, Cleveland, Ohio (S.D.F.)
| | - Scott D Flamm
- From the Departments of Radiology (P.S.R., C.J.F.) and Cardiology (V.A., N.K.), Mayo Clinic, 200 1st St SW, Rochester, MN 55905; Department of Radiology, Baylor Health System, Dallas, Tex (A.M.); Department of Radiology, Hospital San Juan de Dios, Hospital de la Cruz Roja, HT-RESALTA, HT Médica, Córdoba, Spain (J.B.); Department of Cardiology, Houston Methodist Hospital, Houston, Tex (D.J.S.); and Cardiovascular Imaging Laboratory, Cleveland Clinic Foundation, Cleveland, Ohio (S.D.F.)
| | - Christopher J François
- From the Departments of Radiology (P.S.R., C.J.F.) and Cardiology (V.A., N.K.), Mayo Clinic, 200 1st St SW, Rochester, MN 55905; Department of Radiology, Baylor Health System, Dallas, Tex (A.M.); Department of Radiology, Hospital San Juan de Dios, Hospital de la Cruz Roja, HT-RESALTA, HT Médica, Córdoba, Spain (J.B.); Department of Cardiology, Houston Methodist Hospital, Houston, Tex (D.J.S.); and Cardiovascular Imaging Laboratory, Cleveland Clinic Foundation, Cleveland, Ohio (S.D.F.)
| |
Collapse
|
13
|
Cha MJ, An DG, Kang M, Kim HM, Kim SW, Cho I, Hong J, Choi H, Cho JH, Shin SY, Song S. Correct Closure of the Left Atrial Appendage Reduces Stagnant Blood Flow and the Risk of Thrombus Formation: A Proof-of-Concept Experimental Study Using 4D Flow Magnetic Resonance Imaging. Korean J Radiol 2023; 24:647-659. [PMID: 37404107 DOI: 10.3348/kjr.2023.0173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 04/06/2023] [Accepted: 04/17/2023] [Indexed: 07/06/2023] Open
Abstract
OBJECTIVE The study was conducted to investigate the effect of correct occlusion of the left atrial appendage (LAA) on intracardiac blood flow and thrombus formation in patients with atrial fibrillation (AF) using four-dimensional (4D) flow magnetic resonance imaging (MRI) and three-dimensional (3D)-printed phantoms. MATERIALS AND METHODS Three life-sized 3D-printed left atrium (LA) phantoms, including a pre-occlusion (i.e., before the occlusion procedure) model and correctly and incorrectly occluded post-procedural models, were constructed based on cardiac computed tomography images from an 86-year-old male with long-standing persistent AF. A custom-made closed-loop flow circuit was set up, and pulsatile simulated pulmonary venous flow was delivered by a pump. 4D flow MRI was performed using a 3T scanner, and the images were analyzed using MATLAB-based software (R2020b; Mathworks). Flow metrics associated with blood stasis and thrombogenicity, such as the volume of stasis defined by the velocity threshold (|V̅| < 3 cm/s), surface-and-time-averaged wall shear stress (WSS), and endothelial cell activation potential (ECAP), were analyzed and compared among the three LA phantom models. RESULTS Different spatial distributions, orientations, and magnitudes of LA flow were directly visualized within the three LA phantoms using 4D flow MRI. The time-averaged volume and its ratio to the corresponding entire volume of LA flow stasis were consistently reduced in the correctly occluded model (70.82 mL and 39.0%, respectively), followed by the incorrectly occluded (73.17 mL and 39.0%, respectively) and pre-occlusion (79.11 mL and 39.7%, respectively) models. The surface-and-time-averaged WSS and ECAP were also lowest in the correctly occluded model (0.048 Pa and 4.004 Pa-1 , respectively), followed by the incorrectly occluded (0.059 Pa and 4.792 Pa-1 , respectively) and pre-occlusion (0.072 Pa and 5.861 Pa-1 , respectively) models. CONCLUSION These findings suggest that a correctly occluded LAA leads to the greatest reduction in LA flow stasis and thrombogenicity, presenting a tentative procedural goal to maximize clinical benefits in patients with AF.
Collapse
Affiliation(s)
- Min Jae Cha
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Don-Gwan An
- Department of Mechanical Convergence Engineering, Hanyang University, Seoul, Korea
- Center for Precision Medicine Platform Based-on Smart Hemo-Dynamic Index, Seoul, Korea
| | - Minsoo Kang
- Department of Mechanical Convergence Engineering, Hanyang University, Seoul, Korea
- Center for Precision Medicine Platform Based-on Smart Hemo-Dynamic Index, Seoul, Korea
| | - Hyue Mee Kim
- Division of Cardiology, Department of Internal Medicine, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Sang-Wook Kim
- Division of Cardiology, Department of Internal Medicine, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Iksung Cho
- Division of Cardiology, Department of Internal Medicine, Yonsei University College of Medicine, Yonsei University Health System, Seoul, Korea
| | - Joonhwa Hong
- Department of Thoracic and Cardiovascular Surgery, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Hyewon Choi
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Jee-Hyun Cho
- Bio-Chemical Analysis Team, Korea Basic Science Institute, Cheongju, Korea
| | - Seung Yong Shin
- Center for Precision Medicine Platform Based-on Smart Hemo-Dynamic Index, Seoul, Korea
- Division of Cardiology, Department of Internal Medicine, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea.
| | - Simon Song
- Department of Mechanical Convergence Engineering, Hanyang University, Seoul, Korea
- Center for Precision Medicine Platform Based-on Smart Hemo-Dynamic Index, Seoul, Korea
- Institute of Nano Science and Technology, Hanyang University, Seoul, Korea.
| |
Collapse
|
14
|
Telle Å, Bargellini C, Chahine Y, Del Álamo JC, Akoum N, Boyle PM. Personalized biomechanical insights in atrial fibrillation: opportunities & challenges. Expert Rev Cardiovasc Ther 2023; 21:817-837. [PMID: 37878350 PMCID: PMC10841537 DOI: 10.1080/14779072.2023.2273896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Accepted: 10/18/2023] [Indexed: 10/26/2023]
Abstract
INTRODUCTION Atrial fibrillation (AF) is an increasingly prevalent and significant worldwide health problem. Manifested as an irregular atrial electrophysiological activation, it is associated with many serious health complications. AF affects the biomechanical function of the heart as contraction follows the electrical activation, subsequently leading to reduced blood flow. The underlying mechanisms behind AF are not fully understood, but it is known that AF is highly correlated with the presence of atrial fibrosis, and with a manifold increase in risk of stroke. AREAS COVERED In this review, we focus on biomechanical aspects in atrial fibrillation, current and emerging use of clinical images, and personalized computational models. We also discuss how these can be used to provide patient-specific care. EXPERT OPINION Understanding the connection betweenatrial fibrillation and atrial remodeling might lead to valuable understanding of stroke and heart failure pathophysiology. Established and emerging imaging modalities can bring us closer to this understanding, especially with continued advancements in processing accuracy, reproducibility, and clinical relevance of the associated technologies. Computational models of cardiac electromechanics can be used to glean additional insights on the roles of AF and remodeling in heart function.
Collapse
Affiliation(s)
- Åshild Telle
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Clarissa Bargellini
- Department of Mechanical Engineering, University of Washington, Seattle, WA, USA
| | - Yaacoub Chahine
- Division of Cardiology, University of Washington, Seattle, WA, USA
| | - Juan C Del Álamo
- Department of Mechanical Engineering, University of Washington, Seattle, WA, USA
- Center for Cardiovascular Biology, University of Washington, Seattle, WA, USA
| | - Nazem Akoum
- Department of Bioengineering, University of Washington, Seattle, WA, USA
- Division of Cardiology, University of Washington, Seattle, WA, USA
| | - Patrick M Boyle
- Department of Bioengineering, University of Washington, Seattle, WA, USA
- Center for Cardiovascular Biology, University of Washington, Seattle, WA, USA
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA, USA
| |
Collapse
|
15
|
Guarracini F, Bonvicini E, Preda A, Martin M, Muraglia S, Casagranda G, Mochen M, Coser A, Quintarelli S, Branzoli S, Bonmassari R, Marini M, Mazzone P. Appropriate Use Criteria of Left Atrial Appendage Closure Devices: Latest Evidences. Expert Rev Med Devices 2023; 20:493-503. [PMID: 37128658 DOI: 10.1080/17434440.2023.2208748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Atrial fibrillation is the most common arrythmia and it is linked to an increased risk of stroke. Even if anticoagulation therapy reduces the rate of stroke the benefits of this therapy have to been balanced with the increased risk of hemorrhagic event. Left atrial appendage closure is a valid alternative to long term anticoagulation in patients with atrial fibrillation and high hemorrhagic risk. Actually new devices with different features have been tested and introduced progressively in the clinical practice. Improvements preprocedural imaging evaluation and the learning curve of the operators led to percutaneous left atrial appendage closure a safe and effective procedure. A good knowledge of different devices and the technique of implant is necessary for optimization percutaneous left atrial appendage closure and the reduction of complications during the acute phase and follow up.
Collapse
Affiliation(s)
| | | | - Alberto Preda
- Cardiothoracovascular Department, Electrophysiology Unit, Niguarda Hospital, Milano, Italy
| | - Marta Martin
- Department of Cardiology, S. Chiara Hospital, Trento, Italy
| | | | | | | | - Alessio Coser
- Department of Cardiology, S. Chiara Hospital, Trento, Italy
| | | | | | | | | | - Patrizio Mazzone
- Cardiothoracovascular Department, Electrophysiology Unit, Niguarda Hospital, Milano, Italy
| |
Collapse
|
16
|
D'Alessandro N, Falanga M, Masci A, Severi S, Corsi C. Preliminary findings on left atrial appendage occlusion simulations applying different endocardial devices. Front Cardiovasc Med 2023; 10:1067964. [PMID: 36891242 PMCID: PMC9986333 DOI: 10.3389/fcvm.2023.1067964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 02/01/2023] [Indexed: 02/22/2023] Open
Abstract
Atrial fibrillation (AF) is one of the most investigated arrhythmias since it is associated with a five-fold increase in the risk of strokes. Left atrium dilation and unbalanced and irregular contraction caused by AF favour blood stasis and, consequently, stroke risk. The left atrial appendage (LAA) is the site of the highest clots formation, increasing the incidence of stroke in AF population. For many years oral anticoagulation therapy has been the most used AF treatment option available to decrease stroke risk. Unfortunately, several contraindications including bleeding risk increase, interference with other drugs and with multiorgan functioning, might outweigh its remarkable benefits on thromboembolic events. For these reasons, in recent years, other approaches have been designed, including LAA percutaneous closure. Unfortunately, nowadays, LAA occlusion (LAAO) is restricted to small subgroups of patients and require a certain level of expertise and training to successfully complete the procedure without complications. The most critical clinical problems associated with LAAO are represented by peri-device leaks and device related thrombus (DRT). The anatomical variability of the LAA plays a key role in the choice of the correct LAA occlusion device and in its correct positioning with respect to the LAA ostium during the implant. In this scenario, computational fluid dynamics (CFD) simulations could have a crucial role in improving LAAO intervention. The aim of this study was to simulate the fluid dynamics effects of LAAO in AF patients to predict hemodynamic changes due to the occlusion. LAAO was simulated by applying two different types of closure devices based on the plug and the pacifier principles on 3D LA anatomical models derived from real clinical data in five AF patients. CFD simulations were performed on the left atrium model before and after the LAAO intervention with each device. Blood velocity, particle washout and endothelial damage were computed to quantify flow pattern changes after the occlusion in relation to the thrombogenic risk. Our preliminary results confirmed an improved blood washout after the simulated implants and the capability of foreseeing thrombogenic risk based on endothelial damage and maximum blood velocities in different scenarios. This tool may help to identify effective device configurations in limiting stroke risk for patient-specific LA morphologies.
Collapse
Affiliation(s)
- Nadia D'Alessandro
- Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy
| | - Matteo Falanga
- Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy
| | - Alessandro Masci
- Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy
| | - Stefano Severi
- Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy
| | - Cristiana Corsi
- Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy
| |
Collapse
|
17
|
Atrial cardiomyopathy: Diagnosis, clinical implications and unresolved issues in anticoagulation therapy. J Electrocardiol 2023; 76:1-10. [PMID: 36370545 DOI: 10.1016/j.jelectrocard.2022.10.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 10/15/2022] [Accepted: 10/22/2022] [Indexed: 11/06/2022]
Abstract
Atrial cardiomyopathy (AC) is an evolving pathophysiological entity that has expanded our understanding regarding the atrium and its role in arrhythmogenesis and cardiac thromboembolism. The pathological myocardium in AC promotes arrhythmogenesis through mechanical dysfunction (hypocontractility, fibrosis), adverse alterations of the endothelium and secretion of prothrombotic factors (IL-6, IL-8, TNF-a). 'Red flags', indicative of AC, can be recognized either non-invasively by electrocardiography, echocardiography and cardiac magnetic resonance imaging or invasively by high-density electroanatomical mapping as low bipolar voltage areas of the affected myocardium. Signs of AC have been strongly associated with an increased risk of ischemic stroke, even embolic strokes of undetermined source, regardless of the coexistence of atrial fibrillation (AF). The underlying existence of AC has been negatively correlated with the success rate of catheter ablation of AF. The clinical value of AC is the provision of a novel pathway regarding the potential mechanisms of cerebrovascular events of cardiac thromboembolic origin. In addition, AC may serve as a risk stratification tool to predict the long-term responders of AF catheter ablation.
Collapse
|
18
|
Ghodrati-Misek M, Schlöglhofer T, Gross C, Maurer A, Zimpfer D, Beitzke D, Zonta F, Moscato F, Schima H, Aigner P. Left atrial appendage occlusion in ventricular assist device patients to decrease thromboembolic events: A computer simulation study. Front Physiol 2022; 13:1010862. [PMID: 36246102 PMCID: PMC9557157 DOI: 10.3389/fphys.2022.1010862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 09/01/2022] [Indexed: 11/17/2022] Open
Abstract
Atrial fibrillation (AF) is a common comorbidity in left ventricular assist device (LVAD) patients and has been identified as a risk factor for thromboembolic stroke. Blood stagnation within the left atrial appendage (LAA) is considered a possible major source of thrombosis and clinical studies have shown reduced thromboembolic risk after LAA occlusion (LAAO). Therefore, this study aims to investigate the effect of LAAO on thrombosis-related parameters using patient-specific simulations. Left ventricular and left atrial geometries of an LVAD patient were obtained from computed tomography and combined with hemodynamic data with either sinus rhythm (SR) or AF generated by a lumped parameter model. In four simulations applying contractile walls, stagnation volume and blood residence times were evaluated with or without AF and with or without LAAO. Reduced atrial contraction in AF resulted in unfavorable flow dynamics within the left atrium. The average atrial velocity was lower for the AF simulation when compared to SR, resulting in a 55% increase in the atrial stagnation volume (from 4.2 to 6.5 cm3). Moreover, blood remained in the LAA for more than 8 cardiac cycles. After LAAO the atrial stagnation decreased from 4.2 to 1.4 cm3 for SR and from 6.5 to 2.3 cm3 for the AF simulation. A significant stagnation volume was found in the LAA for both SR and AF, with larger values occurring with AF. These regions are known as potential sources for thrombus formation and can be diminished by LAAO. This significantly improved the thrombus-related flow parameters and may also lower the risk of thromboembolic events from the appendage.
Collapse
Affiliation(s)
- Mojgan Ghodrati-Misek
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria
- *Correspondence: Mojgan Ghodrati-Misek,
| | - Thomas Schlöglhofer
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute for Cardiovascular Research, Vienna, Austria
- Department of Cardiac Surgery, Medical University of Vienna, Vienna, Austria
| | - Christoph Gross
- Ludwig Boltzmann Institute for Cardiovascular Research, Vienna, Austria
- Department of Cardiac Surgery, Medical University of Vienna, Vienna, Austria
| | - Alexander Maurer
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute for Cardiovascular Research, Vienna, Austria
| | - Daniel Zimpfer
- Department of Cardiac Surgery, Medical University of Vienna, Vienna, Austria
| | - Dietrich Beitzke
- Department of Biomedical Imaging and Image Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Francesco Zonta
- Institute of Fluid Dynamics and Heat Transfer, Technical University of Vienna, Vienna, Austria
| | - Francesco Moscato
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute for Cardiovascular Research, Vienna, Austria
| | - Heinrich Schima
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute for Cardiovascular Research, Vienna, Austria
- Department of Cardiac Surgery, Medical University of Vienna, Vienna, Austria
| | - Philipp Aigner
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute for Cardiovascular Research, Vienna, Austria
| |
Collapse
|
19
|
Kreimer F, Gotzmann M. Left Atrial Cardiomyopathy - A Challenging Diagnosis. Front Cardiovasc Med 2022; 9:942385. [PMID: 35845077 PMCID: PMC9280085 DOI: 10.3389/fcvm.2022.942385] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 06/14/2022] [Indexed: 01/08/2023] Open
Abstract
Left atrial cardiomyopathy (LACM) has been an ongoing focus of research for several years. There is evidence that LACM is responsible for atrial fibrillation and embolic strokes of undetermined sources. Therefore, the correct diagnosis of LACM is of clinical importance. Various techniques, including electrocardiography, echocardiography, cardiac magnetic resonance imaging, computed tomography, electroanatomic mapping, genetic testing, and biomarkers, can both identify and quantify structural, mechanical as well as electrical dysfunction in the atria. However, the question arises whether these techniques can reliably diagnose LACM. Because of its heterogeneity, clinical diagnosis is challenging. To date, there are no recommendations for standardized diagnosis of suspected LACM. However, standardization could help to classify LACM more precisely and derive therapeutic directions to improve individual patient management. In addition, uniform diagnostic criteria for LACM could be important for future studies. Combining several parameters and relating them seems beneficial to approach the diagnosis of LACM. This review provides an overview of the current evidence regarding the diagnosis of LACM, in which several potential parameters are discussed and, consequently, a proposal for a diagnostic algorithm is presented.
Collapse
Affiliation(s)
- Fabienne Kreimer
- University Hospital St. Josef-Hospital Bochum, Cardiology and Rhythmology, Ruhr University Bochum, Bochum, Germany
| | - Michael Gotzmann
- University Hospital St. Josef-Hospital Bochum, Cardiology and Rhythmology, Ruhr University Bochum, Bochum, Germany
| |
Collapse
|
20
|
Gianni C, Sanchez JE, Chen Q, Della Rocca DG, Mohanty S, Trivedi C, Al-Ahmad A, Bassiouny MA, Burkhardt JD, Gallinghouse GJ, Horton RP, Hranitzky PM, Romero JE, Di Biase L, Garcia MJ, Natale A. Transesophageal Echocardiography Following Left Atrial Appendage Electrical Isolation: Diagnostic Pitfalls and Clinical Implications. Circ Arrhythm Electrophysiol 2022; 15:e010975. [PMID: 35617267 DOI: 10.1161/circep.122.010975] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
BACKGROUND Following left atrial appendage (LAA) electrical isolation, the decision on whether to continue oral anticoagulation after successful atrial fibrillation ablation is based on the study of its mechanical function on transesophageal echocardiography (TEE). In this cohort, LAA contraction is absent and the incorrect interpretation of emptying flow velocities can lead to unwanted clinical sequelae. METHODS One hundred and sixty consecutive TEE exams performed to evaluate the LAA mechanical function following its electrical isolation were reviewed by an experienced operator blinded to the original diagnosis of LAA dysfunction. The rate of diagnostic discrepancy in the assessment LAA dysfunction and its clinical implications were evaluated. RESULTS Diagnostic discrepancy with misclassification of the LAA mechanical function occurred 36% (58/160) of TEE exams. In most cases (57/58), such discrepancy was observed in the setting of an incorrect original diagnosis of a normal LAA mechanical function despite absent/reduced or inconsistent LAA contraction. This main source of this wrong diagnosis was the wrong interpretation of passive LAA flows (34/57; 60%), followed by failure to identify dissociated firing (15/57; 26%). In rare cases (8/57; 14%), velocities of surrounding structures were interpreted as LAA flow due to misplacement of the pulsed-wave Doppler sample volume. Following LAA isolation, the proportion of patients who experienced a cerebrovascular event while off oral anticoagulation due to the misclassification of their LAA mechanical function was 70% (7/10 [95% CI, 40%-89%]). CONCLUSIONS Underdiagnosis of LAA mechanical dysfunction is common in TEEs performed following LAA electrical isolation, and it is associated with an increased risk of cerebrovascular events owing to oral anticoagulation discontinuation despite absent/reduced LAA contraction. Careful review of the TEE exam by an operator with specific expertise in LAA imaging and familiar with the functional implications of LAA isolation is necessary before interrupting oral anticoagulation in this cohort.
Collapse
Affiliation(s)
- Carola Gianni
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.)
| | - Javier E Sanchez
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.)
| | - Qiong Chen
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.).,Department of Cardiopulmonary Function Test, Henan Provincial People's Hospital, People's Hospital of Zhengzhou University, China (Q.C.)
| | - Domenico G Della Rocca
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.)
| | - Sanghamitra Mohanty
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.)
| | - Chintan Trivedi
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.)
| | - Amin Al-Ahmad
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.)
| | - Mohamed A Bassiouny
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.)
| | - J David Burkhardt
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.)
| | - G Joseph Gallinghouse
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.)
| | - Rodney P Horton
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.).,Department of Biomedical Engineering, University of Texas, Austin (R.P.H.)
| | - Patrick M Hranitzky
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.)
| | - Jorge E Romero
- Electrophysiology (J.E.R., L.D.B., A.N.), Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY
| | - Luigi Di Biase
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.).,Electrophysiology (J.E.R., L.D.B., A.N.), Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY.,Department of Clinical and Experimental Medicine, University of Foggia, Italy (L.D.B.)
| | - Mario J Garcia
- Division of Cardiology (M.J.G.), Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY
| | - Andrea Natale
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, Austin (C.G., J.E.S., Q.C., D.G.D., S.M., C.T., A.A.-A., M.A.B., J.D.B., G.J.G., R.P.H., P.M.H., L.D.B., A.N.).,Electrophysiology (J.E.R., L.D.B., A.N.), Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY.,HCA Healthcare, Nashville, TN (A.N.).,Interventional Electrophysiology, Scripps Clinic, La Jolla, CA (A.N.).,Department of Cardiology, MetroHealth Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH (A.N.)
| |
Collapse
|
21
|
Li C, Dou G, Ding Y, Xin R, Wang J, Guo J, Chen Y, Yang J. Machine Learning Model-Based Simple Clinical Information to Predict Decreased Left Atrial Appendage Flow Velocity. J Pers Med 2022; 12:jpm12030437. [PMID: 35330437 PMCID: PMC8954392 DOI: 10.3390/jpm12030437] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 03/03/2022] [Accepted: 03/07/2022] [Indexed: 12/04/2022] Open
Abstract
Background: Transesophageal echocardiography (TEE) is the first technique of choice for evaluating the left atrial appendage flow velocity (LAAV) in clinical practice, which may cause some complications. Therefore, clinicians require a simple applicable method to screen patients with decreased LAAV. Therefore, we investigated the feasibility and accuracy of a machine learning (ML) model to predict LAAV. Method: The analysis included patients with atrial fibrillation who visited the general hospital of PLA and underwent transesophageal echocardiography (TEE) between January 2017 and December 2020. Three machine learning algorithms were used to predict LAAV. The area under the receiver operating characteristic curve (AUC) was measured to evaluate diagnostic accuracy. Results: Of the 1039 subjects, 125 patients (12%) were determined as having decreased LAAV (LAAV < 25 cm/s). Patients with decreased LAAV were fatter and showed a higher prevalence of persistent AF, heart failure, hypertension, diabetes and stroke, and the decreased LAAV group had a larger left atrium diameter and a higher serum level of NT-pro BNP than the control group (p < 0.05). Three machine-learning models (SVM model, RF model, and KNN model) were developed to predict LAAV. In the test data, the RF model performs best (R = 0.608, AUC = 0.89) among the three models. A fivefold cross-validation scheme further verified the predictive ability of the RF model. In the RF model, NT-proBNP was the factor with the strongest impact. Conclusions: A machine learning model (Random Forest model)-based simple clinical information showed good performance in predicting LAAV. The tool for the screening of decreased LAAV patients may be very helpful in the risk classification of patients with a high risk of LAA thrombosis.
Collapse
Affiliation(s)
- Chao Li
- Chinese PLA Medical School, Haidian District, Beijing 100039, China;
| | - Guanhua Dou
- Chinese PLA General Hospital, Haidian District, Beijing 100039, China; (G.D.); (J.W.)
| | - Yipu Ding
- School of Medicine, Nankai University, Tianjin 300071, China; (Y.D.); (R.X.)
| | - Ran Xin
- School of Medicine, Nankai University, Tianjin 300071, China; (Y.D.); (R.X.)
| | - Jing Wang
- Chinese PLA General Hospital, Haidian District, Beijing 100039, China; (G.D.); (J.W.)
| | - Jun Guo
- Department of Cardiology, The Sixth Medical Center of PLA General Hospital, Haidian District, Beijing 100039, China; (J.G.); (J.Y.)
| | - Yundai Chen
- Department of Cardiology, The Sixth Medical Center of PLA General Hospital, Haidian District, Beijing 100039, China; (J.G.); (J.Y.)
- Correspondence:
| | - Junjie Yang
- Department of Cardiology, The Sixth Medical Center of PLA General Hospital, Haidian District, Beijing 100039, China; (J.G.); (J.Y.)
| |
Collapse
|
22
|
Sekine T, Nakaza M, Matsumoto M, Ando T, Inoue T, Sakamoto SI, Maruyama M, Obara M, Leonowicz O, Usuda J, Kumita S. 4D Flow MR Imaging of the Left Atrium: What is Non-physiological Blood Flow in the Cardiac System? Magn Reson Med Sci 2022; 21:293-308. [PMID: 35185085 PMCID: PMC9680542 DOI: 10.2463/mrms.rev.2021-0137] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 01/04/2022] [Indexed: 01/30/2024] Open
Abstract
Most cardiac diseases cause a non-physiological blood flow pattern known as turbulence around the heart and great vessels, which further worsen the disease itself. However, there is no consensus on how blood flow can be defined in disease conditions. Especially, in the left atrium, the fact that vortex flow already exists makes this debate more complicated. 3D time-resolved phase-contrast (4D flow) MRI is expected to be able to capture blood flow patterns from multiple aspects, such as blood flow velocity, stasis, and vortex quantification. Previous studies have confirmed that physiological vortex flow is predominantly induced by the higher-volume flow from the superior left pulmonary vein. In atrial fibrillation, 4D flow MRI reveals a non-physiological blood flow pattern, which information may add value to well-established clinical risk factors. Currently, the research target of LA analysis has also widened to lung surgeons, pulmonary vein stump thrombosis after left upper lobectomy. 4D flow MRI is expected to be utilized for many more variable diseases that are currently unimaginable.
Collapse
Affiliation(s)
- Tetsuro Sekine
- Department of Radiology, Nippon Medical School, Musashi Kosugi Hospital, Kawasaki, Kanagawa, Japan
| | - Masatoki Nakaza
- Department of Radiology, Nippon Medical School, Tokyo, Japan
| | - Mitsuo Matsumoto
- Department of Thoracic Surgery, Nippon Medical School, Musashi Kosugi Hospital, Kawasaki, Kanagawa, Japan
| | - Takahiro Ando
- Department of Radiology, Nippon Medical School, Nagayama Hospital, Tokyo, Japan
| | - Tatsuya Inoue
- Department of Thoracic Surgery, Nippon Medical School, Tokyo, Japan
| | - Shun-Ichiro Sakamoto
- Department of Cardiovascular Surgery, Nippon Medical School, Musashi Kosugi Hospital, Kawasaki, Kanagawa, Japan
| | - Mitsunori Maruyama
- Department of Cardiology, Nippon Medical School, Musashi Kosugi Hospital, Kawasaki, Kanagawa, Japan
| | | | | | - Jitsuo Usuda
- Department of Thoracic Surgery, Nippon Medical School, Tokyo, Japan
| | | |
Collapse
|
23
|
Rivner H, Goldberger JJ. Optimal therapy for stroke prevention in atrial fibrillation: Is it left atrial appendage closure? J Card Surg 2022; 37:1142-1144. [PMID: 35194833 DOI: 10.1111/jocs.16344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 01/28/2022] [Indexed: 12/01/2022]
Affiliation(s)
- Harold Rivner
- Cardiovascular Division, Department of Medicine, University of Miami Leonard M. Miller School of Medicine, Miami, Florida, USA
| | - Jeffrey J Goldberger
- Cardiovascular Division, Department of Medicine, University of Miami Leonard M. Miller School of Medicine, Miami, Florida, USA
| |
Collapse
|
24
|
Umehara T, Takumi K, Ueda K, Tokunaga T, Harada-Takeda A, Sato M. Hemodynamic features underlying pulmonary vein stump thrombus formation after left upper lobectomy: four-dimensional flow magnetic resonance imaging study. Quant Imaging Med Surg 2022; 12:992-1003. [PMID: 35111600 DOI: 10.21037/qims-21-472] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Accepted: 09/13/2021] [Indexed: 12/16/2022]
Abstract
BACKGROUND We previously reported that to-and-fro blood movement near the pulmonary vein stump was particularly prominent after left upper lobectomy compared with other lobectomy, which may be the cause of the high susceptibility of pulmonary vein thrombus after left upper lobectomy. The aim of the present study was to compare the hemodynamics in patients who developed pulmonary vein thrombus after left upper lobectomy with those in patients who did not develop pulmonary vein thrombus using four-dimensional flow magnetic resonance imaging (4D MRI). METHODS This was a retrospective evaluation of a prospectively collected clinical and radiological database of 37 patients who underwent 4D MRI 7 days after left upper lobectomy for lung cancer (n=37). We obtained two parameters by 4D MRI: the grade of to-and-fro blood movement and the flow energy loss around the pulmonary vein stump. The length of the pulmonary vein stump, a known risk factor for pulmonary vein thrombus, was also measured. RESULTS According to a scatterplot of the grade of to-and-fro blood movement versus the flow energy loss, patients with pulmonary vein thrombus (n=15) were concentrated in an area which appears to be a 'dangerous' hemodynamic condition. There were few patients without pulmonary vein thrombus in this 'dangerous' area, except for one who unfortunately developed delayed pulmonary vein thrombus and cerebral infarction. We proposed a formula using the 4D MRI-derived parameters based on a stepwise multiple regression analysis that was more closely associated with the development of pulmonary vein thrombus than the length of the pulmonary vein stump (area under the receiver operating characteristics curve: 0.918 vs. 0.705, P=0.0500). CONCLUSIONS We proposed the existence of a 'dangerous' hemodynamic condition responsible for pulmonary vein thrombus formation. 4D MRI before the development of pulmonary vein thrombus may help identify patients requiring preventive therapy against pulmonary vein thrombus and subsequent thromboembolic complications.
Collapse
Affiliation(s)
- Tadashi Umehara
- Department of General Thoracic Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
| | - Koji Takumi
- Department of Radiology, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
| | - Kazuhiro Ueda
- Department of General Thoracic Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
| | - Takuya Tokunaga
- Department of General Thoracic Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
| | - Aya Harada-Takeda
- Department of General Thoracic Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
| | - Masami Sato
- Department of General Thoracic Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
| |
Collapse
|
25
|
Suwa Y, Miyasaka Y, Taniguchi N, Harada S, Nakai E, Shiojima I. Atrial fibrillation and stroke: importance of left atrium as assessed by echocardiography. J Echocardiogr 2022; 20:69-76. [DOI: 10.1007/s12574-021-00561-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 12/04/2021] [Accepted: 12/10/2021] [Indexed: 10/19/2022]
|
26
|
Spartera M, Stracquadanio A, Pessoa-Amorim G, Von Ende A, Fletcher A, Manley P, Ferreira VM, Hess AT, Hopewell JC, Neubauer S, Wijesurendra RS, Casadei B. The impact of atrial fibrillation and stroke risk factors on left atrial blood flow characteristics. Eur Heart J Cardiovasc Imaging 2021; 23:115-123. [PMID: 34687541 PMCID: PMC8685601 DOI: 10.1093/ehjci/jeab213] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 10/06/2021] [Indexed: 12/03/2022] Open
Abstract
AIMS Altered left atrial (LA) blood flow characteristics account for an increase in cardioembolic stroke risk in atrial fibrillation (AF). Here, we aimed to assess whether exposure to stroke risk factors is sufficient to alter LA blood flow even in the presence of sinus rhythm (SR). METHODS AND RESULTS We investigated 95 individuals: 37 patients with persistent AF, who were studied before and after cardioversion [Group 1; median CHA2DS2-VASc = 2.0 (1.5-3.5)]; 35 individuals with no history of AF but similar stroke risk to Group 1 [Group 2; median CHA2DS2-VASc = 3.0 (2.0-4.0)]; and 23 low-risk individuals in SR [Group 3; median CHA2DS2-VASc = 0.0 (0.0-0.0)]. Cardiac function and LA flow characteristics were evaluated using cardiac magnetic resonance. Before cardioversion, Group 1 displayed impaired left ventricular (LV) and LA function, reduced LA flow velocities and vorticity, and a higher normalized vortex volume (all P < 0.001 vs. Groups 2 and 3). After restoration of SR at ≥4-week post-cardioversion, LV systolic function and LA flow parameters improved significantly (all P < 0.001 vs. pre-cardioversion) and were no longer different from those in Group 2. However, in the presence of SR, LA flow peak and mean velocity, and vorticity were lower in Groups 1 and 2 vs. Group 3 (all P < 0.01), and were associated with impaired LA emptying fraction (LAEF) and LV diastolic dysfunction. CONCLUSION Patients at moderate-to-high stroke risk display altered LA flow characteristics in SR in association with an LA myopathic phenotype and LV diastolic dysfunction, regardless of a history of AF.
Collapse
Affiliation(s)
- Marco Spartera
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Level 6, West Wing, Headley Way, Oxford OX3 9DU, UK
- Oxford Centre for Clinical Magnetic Resonance Research, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, Oxford, UK
| | - Antonio Stracquadanio
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Level 6, West Wing, Headley Way, Oxford OX3 9DU, UK
| | - Guilherme Pessoa-Amorim
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Level 6, West Wing, Headley Way, Oxford OX3 9DU, UK
| | - Adam Von Ende
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Alison Fletcher
- Acute Vascular Imaging Centre, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Peter Manley
- Acute Vascular Imaging Centre, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Vanessa M Ferreira
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Level 6, West Wing, Headley Way, Oxford OX3 9DU, UK
- Oxford Centre for Clinical Magnetic Resonance Research, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, Oxford, UK
| | - Aaron T Hess
- Oxford Centre for Clinical Magnetic Resonance Research, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, Oxford, UK
| | - Jemma C Hopewell
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Stefan Neubauer
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Level 6, West Wing, Headley Way, Oxford OX3 9DU, UK
- Oxford Centre for Clinical Magnetic Resonance Research, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, Oxford, UK
| | - Rohan S Wijesurendra
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Level 6, West Wing, Headley Way, Oxford OX3 9DU, UK
- Oxford Centre for Clinical Magnetic Resonance Research, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, Oxford, UK
| | - Barbara Casadei
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Level 6, West Wing, Headley Way, Oxford OX3 9DU, UK
| |
Collapse
|
27
|
Peters DC, Lamy J, Sinusas AJ, Baldassarre LA. Left atrial evaluation by cardiovascular magnetic resonance: sensitive and unique biomarkers. Eur Heart J Cardiovasc Imaging 2021; 23:14-30. [PMID: 34718484 DOI: 10.1093/ehjci/jeab221] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/12/2021] [Indexed: 12/12/2022] Open
Abstract
Left atrial (LA) imaging is still not routinely used for diagnosis and risk stratification, although recent studies have emphasized its importance as an imaging biomarker. Cardiovascular magnetic resonance is able to evaluate LA structure and function, metrics that serve as early indicators of disease, and provide prognostic information, e.g. regarding diastolic dysfunction, and atrial fibrillation (AF). MR angiography defines atrial anatomy, useful for planning ablation procedures, and also for characterizing atrial shapes and sizes that might predict cardiovascular events, e.g. stroke. Long-axis cine images can be evaluated to define minimum, maximum, and pre-atrial contraction LA volumes, and ejection fractions (EFs). More modern feature tracking of these cine images provides longitudinal LA strain through the cardiac cycle, and strain rates. Strain may be a more sensitive marker than EF and can predict post-operative AF, AF recurrence after ablation, outcomes in hypertrophic cardiomyopathy, stratification of diastolic dysfunction, and strain correlates with atrial fibrosis. Using high-resolution late gadolinium enhancement (LGE), the extent of fibrosis in the LA can be estimated and post-ablation scar can be evaluated. The LA LGE method is widely available, its reproducibility is good, and validations with voltage-mapping exist, although further scan-rescan studies are needed, and consensus regarding atrial segmentation is lacking. Using LGE, scar patterns after ablation in AF subjects can be reproducibly defined. Evaluation of 'pre-existent' atrial fibrosis may have roles in predicting AF recurrence after ablation, predicting new-onset AF and diastolic dysfunction in patients without AF. LA imaging biomarkers are ready to enter into diagnostic clinical practice.
Collapse
Affiliation(s)
- Dana C Peters
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Jérôme Lamy
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA
| | - Albert J Sinusas
- Department of Cardiology, Yale School of Medicine, New Haven, CT, USA
| | | |
Collapse
|
28
|
Mahnkopf C, Kwon Y, Akoum N. Atrial Fibrosis, Ischaemic Stroke and Atrial Fibrillation. Arrhythm Electrophysiol Rev 2021; 10:225-229. [PMID: 35106172 PMCID: PMC8785072 DOI: 10.15420/aer.2021.51] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 11/03/2021] [Indexed: 01/02/2023] Open
Abstract
Atrial fibrosis is an important component of the arrhythmic substrate in AF. Evidence suggests that atrial fibrosis also plays a role in increasing the risk of stroke in patients with the arrhythmia. Patients with embolic stroke of undetermined source (ESUS), who are suspected to have AF but are rarely shown to have it, frequently demonstrate evidence of atrial fibrosis; measured using late-gadolinium enhancement MRI, this manifests as atrial remodelling encompassing structural, functional and electrical properties. In this review, the authors discuss the available evidence linking atrial disease, including fibrosis, with the risk of ischaemic stroke in AF, as well as in the ESUS population, in whom it has been linked to recurrent stroke and new-onset AF. They also discuss the implications of this association on future research that may elucidate the mechanism of stroke and stroke prevention strategies in the AF and ESUS populations.
Collapse
Affiliation(s)
| | - Younghoon Kwon
- Division of Cardiology, University of Washington, Seattle, WA, US
| | - Nazem Akoum
- Division of Cardiology, University of Washington, Seattle, WA, US
| |
Collapse
|
29
|
Wilson D, Wu TY. Atrial fibrillation and stroke: time for a shift towards personalised and precision medicine? J Neurol Neurosurg Psychiatry 2021; 92:1031. [PMID: 34103342 DOI: 10.1136/jnnp-2021-326820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 05/13/2021] [Indexed: 11/03/2022]
Affiliation(s)
| | - Teddy Y Wu
- Christchurch Hospital, Christchurch, New Zealand
| |
Collapse
|
30
|
Kawaguchi N, Okayama H, Kido T, Fukuyama N, Shigematsu T, Kawamura G, Hiasa G, Kazatani Y, Inoue T, Miki H, Miyagawa M, Mochizuki T. Clinical significance of corrected relative flow reserve derived from 13N-ammonia positron emission tomography combined with coronary computed tomography angiography. J Nucl Cardiol 2021; 28:1851-1860. [PMID: 31713117 DOI: 10.1007/s12350-019-01931-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Revised: 10/08/2019] [Accepted: 10/08/2019] [Indexed: 11/24/2022]
Abstract
BACKGROUND This study evaluated corrected relative flow reserve (RFR) derived from 13N-ammonia positron emission tomography (PET) combined with coronary computed tomography angiography (CTA). METHODS We analyzed 61 patients who underwent coronary CTA, 13N-ammonia PET, and invasive coronary angiography. Triple-vessel disease were excluded. Conventional RFRs were calculated as the ratio of hyperemic myocardial blood flow (hMBF) of hypoperfusion areas to those of non-ischemic lesions. Corrected RFRs were calculated using PET and coronary CTA to adjust coronary territories to their feeding vessels. Diagnostic performance was compared to detect obstructive coronary lesions. RESULTS Of the 180 vessels analyzed, 50 were diagnosed as obstructive lesions (≥ 70% stenosis and/or fractional flow reserve value ≤ 0.8). The coronary flow reserve (CFR), hMBF, conventional RFR, and corrected RFR of obstructive lesions were significantly lower than those of non-obstructive lesions. In receiver operating characteristic curve analysis, these quantitative PET measurements had area under the curve of 0.67, 0.71, 0.89, and 0.92, respectively. Diagnostic performance differences between corrected and conventional RFR were not statistically significant. CONCLUSION In patients with single or double vessel disease, indices of RFR, with or without coronary angiographic guidance of the reference coronary territory, are better discriminators of flow-limiting stenoses than hMBF and CFR.
Collapse
Affiliation(s)
- Naoto Kawaguchi
- Department of Radiology, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Hideki Okayama
- Department of Cardiology, Ehime Prefectural Central Hospital, 83 Kasuga-machi, Matsuyama, Ehime, 790-0024, Japan.
| | - Teruhito Kido
- Department of Radiology, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Naoki Fukuyama
- Department of Radiology, Ehime Prefectural Central Hospital, Matsuyama, Ehime, Japan
| | - Tatsuya Shigematsu
- Department of Cardiology, Ehime Prefectural Central Hospital, 83 Kasuga-machi, Matsuyama, Ehime, 790-0024, Japan
| | - Go Kawamura
- Department of Cardiology, Ehime Prefectural Central Hospital, 83 Kasuga-machi, Matsuyama, Ehime, 790-0024, Japan
| | - Go Hiasa
- Department of Cardiology, Ehime Prefectural Central Hospital, 83 Kasuga-machi, Matsuyama, Ehime, 790-0024, Japan
| | - Yukio Kazatani
- Department of Cardiology, Ehime Prefectural Central Hospital, 83 Kasuga-machi, Matsuyama, Ehime, 790-0024, Japan
| | - Takeshi Inoue
- Department of Radiology, Ehime Prefectural Central Hospital, Matsuyama, Ehime, Japan
| | - Hitoshi Miki
- Department of Radiology, Ehime Prefectural Central Hospital, Matsuyama, Ehime, Japan
| | - Masao Miyagawa
- Department of Radiology, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Teruhito Mochizuki
- Department of Radiology, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| |
Collapse
|
31
|
Doyle CM, Orr J, Greenwood JP, Plein S, Tsoumpas C, Bissell MM. Four-Dimensional Flow Magnetic Resonance Imaging in the Assessment of Blood Flow in the Heart and Great Vessels: A Systematic Review. J Magn Reson Imaging 2021; 55:1301-1321. [PMID: 34416048 DOI: 10.1002/jmri.27874] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Revised: 07/22/2021] [Accepted: 07/23/2021] [Indexed: 12/28/2022] Open
Abstract
Four-dimensional (4D) flow magnetic resonance imaging (MRI) allows multidirectional quantification of blood flow in the heart and great vessels. Comparability of the technique to the current reference standards of flow assessment-two-dimensional (2D) flow MRI and Doppler echocardiography-varies in the literature. Image acquisition parameters likely impact upon the accuracy and reproducibility of 4D flow MRI. We therefore sought to review the current literature on 4D flow MRI in the heart and great vessels, in comparison to 2D flow MRI, Doppler echocardiography, and invasive catheterization. Using a predefined search strategy and inclusion and exclusion criteria, the databases EMBASE and Medline were searched in January 2021 for peer-reviewed research articles comparing cardiac 4D flow MRI to 2D flow MRI, Doppler echocardiography and/or invasive catheterization. The data from all relevant articles were assimilated and analyzed using Mann-Whitney U and chi χ2 test. Forty-four manuscripts met the eligibility criteria and were included in the review. The review showed agreement of 4D flow MRI to the reference standard methods of flow assessment, particular in the measurement of peak velocity and stroke volume in 55% of manuscripts. The use of valve tracking significantly improves agreement between 4D flow MRI and the reference modalities (79% matching with the use of valve tracking vs. 50% without, P = 0.04). This review highlights that the impact of acquisition parameters on 4D flow MRI accuracy is multifactorial. It is therefore important that each center conducts its own quality assurance prior to using 4D flow MRI for clinical decision-making. LEVEL OF EVIDENCE: 2 TECHNICAL EFFICACY: Stage 2.
Collapse
Affiliation(s)
- Ciara M Doyle
- Department of Biomedical Imaging Science, Leeds Institute of Cardiovascular and Metabolic Medicine, UK
| | - Jenny Orr
- Department of Biomedical Imaging Science, Leeds Institute of Cardiovascular and Metabolic Medicine, UK
| | - John P Greenwood
- Department of Biomedical Imaging Science, Leeds Institute of Cardiovascular and Metabolic Medicine, UK
| | - Sven Plein
- Department of Biomedical Imaging Science, Leeds Institute of Cardiovascular and Metabolic Medicine, UK
| | - Charalampos Tsoumpas
- Department of Biomedical Imaging Science, Leeds Institute of Cardiovascular and Metabolic Medicine, UK.,Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Malenka M Bissell
- Department of Biomedical Imaging Science, Leeds Institute of Cardiovascular and Metabolic Medicine, UK
| |
Collapse
|
32
|
Demirkiran A, van Ooij P, Westenberg JJM, Hofman MBM, van Assen HC, Schoonmade LJ, Asim U, Blanken CPS, Nederveen AJ, van Rossum AC, Götte MJW. Clinical intra-cardiac 4D flow CMR: acquisition, analysis, and clinical applications. Eur Heart J Cardiovasc Imaging 2021; 23:154-165. [PMID: 34143872 PMCID: PMC8787996 DOI: 10.1093/ehjci/jeab112] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 05/25/2021] [Indexed: 12/13/2022] Open
Abstract
Identification of flow patterns within the heart has long been recognized as a potential contribution to the understanding of physiological and pathophysiological processes of cardiovascular diseases. Although the pulsatile flow itself is multi-dimensional and multi-directional, current available non-invasive imaging modalities in clinical practice provide calculation of flow in only 1-direction and lack 3-dimensional volumetric velocity information. Four-dimensional flow cardiovascular magnetic resonance imaging (4D flow CMR) has emerged as a novel tool that enables comprehensive and critical assessment of flow through encoding velocity in all 3 directions in a volume of interest resolved over time. Following technical developments, 4D flow CMR is not only capable of visualization and quantification of conventional flow parameters such as mean/peak velocity and stroke volume but also provides new hemodynamic parameters such as kinetic energy. As a result, 4D flow CMR is being extensively exploited in clinical research aiming to improve understanding of the impact of cardiovascular disease on flow and vice versa. Of note, the analysis of 4D flow data is still complex and accurate analysis tools that deliver comparable quantification of 4D flow values are a necessity for a more widespread adoption in clinic. In this article, the acquisition and analysis processes are summarized and clinical applications of 4D flow CMR on the heart including conventional and novel hemodynamic parameters are discussed. Finally, clinical potential of other emerging intra-cardiac 4D flow imaging modalities is explored and a near-future perspective on 4D flow CMR is provided.
Collapse
Affiliation(s)
- Ahmet Demirkiran
- Department of Cardiology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Cardiovascular Sciences, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Pim van Ooij
- Department of Radiology, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Jos J M Westenberg
- Department of Radiology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
| | - Mark B M Hofman
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Hans C van Assen
- Department of Radiology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
| | - Linda J Schoonmade
- Medical Library, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Usman Asim
- Department of Cardiology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Cardiovascular Sciences, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Carmen P S Blanken
- Department of Radiology, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Aart J Nederveen
- Department of Radiology, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Albert C van Rossum
- Department of Cardiology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Cardiovascular Sciences, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Marco J W Götte
- Department of Cardiology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Cardiovascular Sciences, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| |
Collapse
|
33
|
Left Atrial Flow Stasis in Patients Undergoing Pulmonary Vein Isolation for Paroxysmal Atrial Fibrillation Using 4D-Flow Magnetic Resonance Imaging. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11125432] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Atrial fibrillation (AF) is associated with systemic thrombo-embolism and stroke events, which do not appear significantly reduced following successful pulmonary vein (PV) ablation. Prior studies supported that thrombus formation is associated with left atrial (LA) flow alterations, particularly flow stasis. Recently, time-resolved three-dimensional phase-contrast (4D-flow) showed the ability to quantify LA stasis. This study aims to demonstrate that LA stasis, derived from 4D-flow, is a useful biomarker of LA recovery in patients with AF. Our hypothesis is that LA recovery will be associated with a reduction in LA stasis. We recruited 148 subjects with paroxysmal AF (40 following 3–4 months PV ablation and 108 pre-PV ablation) and 24 controls (CTL). All subjects underwent a cardiac magnetic resonance imaging (MRI) exam, inclusive of 4D-flow. LA was isolated within the 4D-flow dataset to constrain stasis maps. Control mean LA stasis was lower than in the pre-ablation cohort (30 ± 12% vs. 47 ± 18%, p < 0.001). In addition, mean LA stasis was reduced in the post-ablation cohort compared with pre-ablation (36 ± 15% vs. 47 ± 18%, p = 0.002). This study demonstrated that 4D flow-derived LA stasis mapping is clinically relevant and revealed stasis changes in the LA body pre- and post-pulmonary vein ablation.
Collapse
|
34
|
Ma L, Yerly J, Di Sopra L, Piccini D, Lee J, DiCarlo A, Passman R, Greenland P, Kim D, Stuber M, Markl M. Using 5D flow MRI to decode the effects of rhythm on left atrial 3D flow dynamics in patients with atrial fibrillation. Magn Reson Med 2021; 85:3125-3139. [PMID: 33400296 PMCID: PMC7904609 DOI: 10.1002/mrm.28642] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 11/20/2020] [Accepted: 11/23/2020] [Indexed: 01/05/2023]
Abstract
PURPOSE This study used a 5D flow framework to explore the influence of arrhythmia on thrombogenic hemodynamic parameters in patients with atrial fibrillation (AF). METHODS A fully self-gated, 3D radial, highly accelerated free-running 5D flow sequence with interleaved four-point velocity-encoding was acquired using an in vitro arrhythmic flow phantom and in 25 patients with a history of AF (68 ± 8 y, 6 female). Self-gating signals were used to calculate AF burden, bin data, and tag each k-space line with its RRLength . Data were binned as an RR-resolved dataset with four RR-interval bins (RR1-RR4, short-to-long) for compressed sensing reconstruction. AF burden was calculated as interquartile range of all intrascan RR-intervals divided by median RR-interval, and left atrial (LA) stasis as the percent of the cardiac cycle where the velocity was <0.1 m/s. RESULTS In vitro results demonstrated successful recovery of RR-binned flow curves using RR-resolved 5D flow compared to a real-time PC reference standard. In vivo, 5D flow was acquired in 8:48 minutes. AF burden was significantly correlated with 5D flow-derived peak (PV) and mean (MV) velocity and stasis (|ρ| = 0.54-0.75, P < .001). Sensitivity analyses determined a threshold for low versus high AF burden at 9.7%. High burden patients had increased LA mean stasis (up to +42%, P < .01), and lower MV and PV (-30%, -40.6%, respectively, P < .01). RR4 deviated furthest from respiratory-resolved reconstruction (end-expiration) with increased mean stasis (7.6% ± 14.0%, P = .10) and decreased PV (-12.7 ± 14.2%, P = .09). CONCLUSIONS RR-resolved 5D flow can capture temporal and RR-resolved 3D hemodynamics in <10 minutes and offers a novel approach to investigate arrhythmias.
Collapse
Affiliation(s)
- Liliana Ma
- Department of Radiology, Feinberg School of Medicine, Chicago, IL, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Jérôme Yerly
- Department of Diagnostic and Interventional Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Switzerland
- Center for Biomedical Imaging (CIBM), Lausanne, Switzerland
| | - Lorenzo Di Sopra
- Department of Diagnostic and Interventional Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Switzerland
| | - Davide Piccini
- Department of Diagnostic and Interventional Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Switzerland
- Advanced Clinical Imaging Technology, Siemens Healthcare AG, Lausanne, Switzerland
| | - Jeesoo Lee
- Department of Radiology, Feinberg School of Medicine, Chicago, IL, USA
| | - Amanda DiCarlo
- Department of Radiology, Feinberg School of Medicine, Chicago, IL, USA
| | - Rod Passman
- Department of Medicine and Preventive Medicine, Feinberg School of Medicine, Chicago, IL, USA
| | - Philip Greenland
- Department of Medicine and Preventive Medicine, Feinberg School of Medicine, Chicago, IL, USA
| | - Daniel Kim
- Department of Radiology, Feinberg School of Medicine, Chicago, IL, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Matthias Stuber
- Department of Diagnostic and Interventional Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Switzerland
- Center for Biomedical Imaging (CIBM), Lausanne, Switzerland
| | - Michael Markl
- Department of Radiology, Feinberg School of Medicine, Chicago, IL, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| |
Collapse
|
35
|
Mills MT, Grafton-Clarke C, Williams G, Gosling RC, Al Baraikan A, Kyriacou AL, Morris PD, Gunn JP, Swoboda PP, Levelt E, Tsampasian V, van der Geest RJ, Swift AJ, Greenwood JP, Plein S, Vassiliou V, Garg P. Feasibility and validation of trans-valvular flow derived by four-dimensional flow cardiovascular magnetic resonance imaging in patients with atrial fibrillation. Wellcome Open Res 2021; 6:73. [PMID: 34095509 PMCID: PMC8150120 DOI: 10.12688/wellcomeopenres.16655.2] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/17/2021] [Indexed: 11/20/2022] Open
Abstract
Background: Four-dimensional (4D) flow cardiovascular magnetic resonance imaging (MRI) is an emerging technique used for intra-cardiac blood flow assessment. The role of 4D flow cardiovascular MRI in the assessment of trans-valvular flow in patients with atrial fibrillation (AF) has not previously been assessed. The purpose of this study was to assess the feasibility, image quality, and internal validity of 4D flow cardiovascular MRI in the quantification of trans-valvular flow in patients with AF. Methods: Patients with AF and healthy controls in sinus rhythm underwent cardiovascular MRI, including 4D flow studies. Quality assurance checks were done on the raw data and streamlines. Consistency was investigated by trans-valvular flow assessment between the mitral valve (MV) and the aortic valve (AV). Results: Eight patients with AF (88% male, mean age 62±13 years, mean heart rate (HR) 83±16 beats per minute (bpm)) were included and compared with ten healthy controls (70% male, mean age 41±20 years, mean HR 68.5±9 bpm). All scans were of either good quality with minimal blurring artefacts, or excellent quality with no artefacts. No significant bias was observed between the AV and MV stroke volumes in either healthy controls (-4.8, 95% CI -15.64 to 6.04; P=0.34) or in patients with AF (1.64, 95% CI -4.7 to 7.94; P=0.56). A significant correlation was demonstrated between MV and AV stroke volumes in both healthy controls (r=0.87, 95% CI 0.52 to 0.97; P=0.001) and in AF patients (r=0.82, 95% CI 0.26 to 0.97; P=0.01). Conclusions: In patients with AF, 4D flow cardiovascular MRI is feasible with good image quality, allowing for quantification of trans-valvular flow.
Collapse
Affiliation(s)
- Mark T Mills
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | | | - Gareth Williams
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Rebecca C Gosling
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Abdulaziz Al Baraikan
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Andreas L Kyriacou
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Paul D Morris
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Julian P Gunn
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Peter P Swoboda
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Eylem Levelt
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | | | - Rob J van der Geest
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Andrew J Swift
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - John P Greenwood
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Sven Plein
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Vass Vassiliou
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Pankaj Garg
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
- Norwich Medical School, University of East Anglia, Norwich, UK
| |
Collapse
|
36
|
Baman JR, Cox JL, McCarthy PM, Kim D, Patel RB, Passman RS, Wilcox JE. Atrial fibrillation and atrial cardiomyopathies. J Cardiovasc Electrophysiol 2021; 32:2845-2853. [PMID: 33993617 DOI: 10.1111/jce.15083] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 04/13/2021] [Accepted: 05/03/2021] [Indexed: 12/12/2022]
Abstract
Atrial fibrillation (AF) is the most common arrhythmia among adults. While there have been incredible advances in the management of AF and its clinical sequelae, investigation of atrial cardiomyopathies (ACMs) is becoming increasingly more prominent. ACM refers to the electromechanical changes-appreciated subclinically and/or clinically-that underlie atrial dysfunction and create an environment ripe for the development of clinically apparent AF. There are several subtypes of ACM, distinguished by histologic features. Recent progress in cardiovascular imaging, including echocardiography with speckle-tracking (e.g., strain analysis), cardiovascular magnetic resonance imaging (CMR), and atrial 4-D flow CMR, has enabled increased recognition of ACM. Identification of ACM and its features carry clinical implications, including elevating a patient's risk for development of AF, as well as associations with outcomes related to catheter-based and surgical AF ablation. In this review, we explore the definition and classifications of ACM, its complex relationship with clinical AF, imaging modalities, and clinical implications. We propose next steps for a more unified approach to ACM recognition that can direct further research into this complex field.
Collapse
Affiliation(s)
- Jayson R Baman
- Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - James L Cox
- Department of Cardiac Surgery, Bluhm Cardiovascular Institute of Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Patrick M McCarthy
- Department of Cardiac Surgery, Bluhm Cardiovascular Institute of Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Daniel Kim
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Ravi B Patel
- Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Rod S Passman
- Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Center for Arrhythmia Research, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jane E Wilcox
- Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| |
Collapse
|
37
|
Statistical shape analysis of the left atrial appendage predicts stroke in atrial fibrillation. Int J Cardiovasc Imaging 2021; 37:2521-2527. [PMID: 33956285 DOI: 10.1007/s10554-021-02262-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 04/27/2021] [Indexed: 10/21/2022]
Abstract
The shape of the left atrium (LA) and left atrial appendage (LAA) have been shown to predict stroke in patients with atrial fibrillation (AF). Prior studies rely on qualitative assessment of shape, which limits reproducibility and clinical utility. Statistical shape analysis (SSA) allows for quantitative assessment of shape. We use this method to assess the shape of the LA and LAA and predict stroke in patients with AF. From a database of AF patients who had previously undergone MRI of the LA, we identified 43 patients with AF who subsequently had an ischemic stroke. We also identified a cohort of 201 controls with AF who did not have a stroke after the MRI. We performed SSA of the LA and LAA shape to quantify the shape of these structures. We found three of the candidate LAA shape parameters to be predictive of stroke, while none of the LA shape parameters predicted stroke. When the three predictive LAA shape parameters were added to a logistic regression model that included the CHA2DS2-VASc score, the area under the ROC curve increased from 0.640 to 0.778 (p = .003). The shape of the LA and LAA can be assessed quantitatively using SSA. LAA shape predicts stroke in AF patients, while LA shape does not. Additionally, LAA shape predicts stroke independent of CHA2DS2-VASc score. SSA for assessment of LAA shape may improve stroke risk stratification and clinical decision making for AF patients.
Collapse
|
38
|
Aryal R, Patabendige A. Blood-brain barrier disruption in atrial fibrillation: a potential contributor to the increased risk of dementia and worsening of stroke outcomes? Open Biol 2021; 11:200396. [PMID: 33878948 PMCID: PMC8059575 DOI: 10.1098/rsob.200396] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Atrial fibrillation (AF) has become one of the most significant health problems worldwide, warranting urgent answers to currently pending questions on the effects of AF on brain function. Recent evidence has emerged to show an association between AF and an increased risk of developing dementia and worsening of stroke outcomes. A healthy brain is protected by the blood–brain barrier (BBB), which is formed by the endothelial cells that line cerebral capillaries. These endothelial cells are continuously exposed to shear stress (the frictional force generated by blood flow), which affects endothelial cell structure and function. Flow disturbances as experienced during AF can disrupt the BBB and leave the brain vulnerable to damage. Investigating the plausible mechanisms in detail, linking AF to cerebrovascular damage is difficult in humans, leading to paucity of available clinical data. Here, we discuss the available evidence for BBB disruption during AF due to altered cerebral blood flow, and how this may contribute to an increased risk of dementia and worsening of stroke outcomes.
Collapse
Affiliation(s)
- Ritambhara Aryal
- Brain Barriers Group, School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW 2308, Australia.,Brain and Mental Health Research Programme, Hunter Medical Research Institute, Newcastle, Australia
| | - Adjanie Patabendige
- Brain Barriers Group, School of Biomedical Sciences and Pharmacy, The University of Newcastle, Callaghan, NSW 2308, Australia.,Brain and Mental Health Research Programme, Hunter Medical Research Institute, Newcastle, Australia.,Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
| |
Collapse
|
39
|
Bateman TM, Heller GV, Beanlands R, Calnon DA, Case J, deKemp R, Gordon DePuey E, Di Carli M, Guler EC, Murthy VL, Rosenblatt J, Sher R, Slomka P, Ruddy TD. Practical guide for interpreting and reporting cardiac PET measurements of myocardial blood flow: an Information Statement from the American Society of Nuclear Cardiology, and the Society of Nuclear Medicine and Molecular Imaging. J Nucl Cardiol 2021; 28:768-787. [PMID: 33786730 DOI: 10.1007/s12350-021-02552-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 01/19/2021] [Indexed: 01/22/2023]
Affiliation(s)
- Timothy M Bateman
- Saint-Luke's Mid America Heart Institute and the University of Missouri - Kansas City, 4320 Wornall Road, Suite 2000, Kansas City, MO, USA.
| | - Gary V Heller
- Gagnon Cardiovascular Institute, Morristown Medical Center, Morristown, NJ, USA
| | - Rob Beanlands
- University of Ottawa Heart Institute, Ottawa, Canada
| | - Dennis A Calnon
- OhioHealth Heart and Vascular Physicians, Riverside Methodist Hospital, Columbus, OH, USA
| | - James Case
- Cardiovascular Imaging Technologies, Kansas City, MO, USA
| | - Rob deKemp
- University of Ottawa Heart Institute, Ottawa, Canada
| | - E Gordon DePuey
- Icahn School of Medicine, Mount Sinai, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Marcelo Di Carli
- Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Emel C Guler
- University of Ottawa Heart Institute, Ottawa, Canada
| | - Venkatesh L Murthy
- Frankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, USA
| | | | | | - Piotr Slomka
- Cedars Sinai Medical Center, Los Angeles, CA, USA
| | | |
Collapse
|
40
|
Nakaza M, Matsumoto M, Sekine T, Inoue T, Ando T, Ogawa M, Obara M, Leonowicz O, Kumita S, Usuda J. Dual-VENC 4D Flow MRI Can Detect Abnormal Blood Flow in the Left Atrium That Potentially Causes Thrombosis Formation after Left Upper Lobectomy. Magn Reson Med Sci 2021; 21:433-443. [PMID: 33790138 PMCID: PMC9316132 DOI: 10.2463/mrms.mp.2020-0170] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Purpose: The purpose of the current study was to clarify the blood flow pattern in the left atrium (LA), potentially causing the formation of thrombosis after left upper lobectomy (LUL). The blood flow in the LA was evaluated and compared between LUL patients with and without thrombosis. For the evaluation, we applied highly accelerated 4D flow MRI with dual-velocity encoding (VENC) scheme, which was expected to be able to capture slow flow components in the LA accurately. Methods: Eight volunteers and 18 patients subjected to LUL underwent dual-VENC 4D Flow MRI. Eight patients had a history of thrombosis. We measured the blood flow velocity and stasis ratio (proportion in the volume that did not exceed 10 cm/s in any cardiac phase) in the LA and left superior pulmonary vein (LSPV) stump. For visual assessment, the presence of each collision of the blood flow from pulmonary veins and vortex flow in the LA were evaluated. Each acquired value was compared between healthy participants and LUL patients, and in LUL patients with and without thrombosis. Results: In LUL patients, blood flow velocity near the inflow part of the left superior pulmonary vein (Lt Upp) and mean velocity in the LA were lower, and stasis ratio in the LA was higher compared with healthy volunteers (Lt Upp 9.10 ± 3.09 vs.13.23 ± 14.19 cm/s, mean velocity in the LA 9.81 ± 2.49 vs. 11.40 ± 1.15 cm/s, and stasis ratio 25.28 ± 18.64 vs. 4.71 ± 3.03%, P = 0.008, 0.037, and < 0.001). There was no significant difference in any quantification values between LUL patients with and without thrombosis. For visual assessment, the thrombus formation was associated with no collision pattern (62.5% vs. 10%, P = 0.019) and not with vortex flow pattern (50% vs. 30%, P = 0.751). Conclusion: The net blood flow velocity was not associated with the thrombus formation. In contrast, a specific blood flow pattern, the absence of blood flow collision from pulmonary veins, correlates to the thrombus formation in the LA.
Collapse
Affiliation(s)
| | | | - Tetsuro Sekine
- Department of Radiology, Nippon Medical School.,Department of Radiology, Nippon Medical School Musashi Kosugi Hopital
| | - Tatsuya Inoue
- Department of Respiratory Surgery, Nippon Medical School
| | | | | | | | | | | | - Jitsuo Usuda
- Department of Respiratory Surgery, Nippon Medical School
| |
Collapse
|
41
|
Mills MT, Grafton-Clarke C, Williams G, Gosling RC, Al Baraikan A, Kyriacou AL, Morris PD, Gunn JP, Swoboda PP, Levelt E, Tsampasian V, van der Geest RJ, Swift AJ, Greenwood JP, Plein S, Vassiliou V, Garg P. Feasibility and validation of trans-valvular flow derived by four-dimensional flow cardiovascular magnetic resonance imaging in patients with atrial fibrillation. Wellcome Open Res 2021; 6:73. [PMID: 34095509 PMCID: PMC8150120 DOI: 10.12688/wellcomeopenres.16655.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/05/2021] [Indexed: 11/12/2023] Open
Abstract
Background: Four-dimensional (4D) flow cardiovascular magnetic resonance imaging (MRI) is an emerging technique used for intra-cardiac blood flow assessment. The role of 4D flow cardiovascular MRI in the assessment of trans-valvular flow in patients with atrial fibrillation (AF) has not previously been assessed. The purpose of this study was to assess the feasibility, image quality, and internal validity of 4D flow cardiovascular MRI in the quantification of trans-valvular flow in patients with AF. Methods: Patients with AF and healthy controls in sinus rhythm underwent cardiovascular MRI, including 4D flow studies. Quality assurance checks were done on the raw data and streamlines. Consistency was investigated by trans-valvular flow assessment between the mitral valve (MV) and the aortic valve (AV). Results: Eight patients with AF (88% male, mean age 62±13 years, mean heart rate (HR) 83±16 beats per minute (bpm)) were included and compared with ten healthy controls (70% male, mean age 41±20 years, mean HR 68.5±9 bpm). All scans were of either good quality with minimal blurring artefacts, or excellent quality with no artefacts. No significant bias was observed between the AV and MV stroke volumes in either healthy controls (-4.8, 95% CI -15.64 to 6.04; P=0.34) or in patients with AF (1.64, 95% CI -4.7 to 7.94; P=0.56). A significant correlation was demonstrated between MV and AV stroke volumes in both healthy controls (r=0.87, 95% CI 0.52 to 0.97; P=0.001) and in AF patients (r=0.82, 95% CI 0.26 to 0.97; P=0.01). Conclusions: In patients with AF, 4D flow cardiovascular MRI is feasible with good image quality, allowing for quantification of trans-valvular flow.
Collapse
Affiliation(s)
- Mark T Mills
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | | | - Gareth Williams
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Rebecca C Gosling
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Abdulaziz Al Baraikan
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Andreas L Kyriacou
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Paul D Morris
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Julian P Gunn
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Peter P Swoboda
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Eylem Levelt
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | | | - Rob J van der Geest
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Andrew J Swift
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - John P Greenwood
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Sven Plein
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Vass Vassiliou
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Pankaj Garg
- Department of Infection, Immunity & Cardiovascular Disease, University of Sheffield, Sheffield, UK
- Norwich Medical School, University of East Anglia, Norwich, UK
| |
Collapse
|
42
|
Spartera M, Pessoa-Amorim G, Stracquadanio A, Von Ende A, Fletcher A, Manley P, Neubauer S, Ferreira VM, Casadei B, Hess AT, Wijesurendra RS. Left atrial 4D flow cardiovascular magnetic resonance: a reproducibility study in sinus rhythm and atrial fibrillation. J Cardiovasc Magn Reson 2021; 23:29. [PMID: 33745457 PMCID: PMC7983287 DOI: 10.1186/s12968-021-00729-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 02/03/2021] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Four-dimensional (4D) flow cardiovascular magnetic resonance (CMR) allows sophisticated quantification of left atrial (LA) blood flow, and could yield novel biomarkers of propensity for intra-cardiac thrombus formation and embolic stroke. As reproducibility is critically important to diagnostic performance, we systematically investigated technical and temporal variation of LA 4D flow in atrial fibrillation (AF) and sinus rhythm (SR). METHODS Eighty-six subjects (SR, n = 64; AF, n = 22) with wide-ranging stroke risk (CHA2DS2VASc 0-6) underwent LA 4D flow assessment of peak and mean velocity, vorticity, vortex volume, and stasis. Eighty-five (99%) underwent a second acquisition within the same session, and 74 (86%) also returned at 30 (27-35) days for an interval scan. We assessed variability attributable to manual contouring (intra- and inter-observer), and subject repositioning and reacquisition of data, both within the same session (same-day scan-rescan), and over time (interval scan). Within-subject coefficients of variation (CV) and bootstrapped 95% CIs were calculated and compared. RESULTS Same-day scan-rescan CVs were 6% for peak velocity, 5% for mean velocity, 7% for vorticity, 9% for vortex volume, and 10% for stasis, and were similar between SR and AF subjects (all p > 0.05). Interval-scan variability was similar to same-day scan-rescan variability for peak velocity, vorticity, and vortex volume (all p > 0.05), and higher for stasis and mean velocity (interval scan CVs of 14% and 8%, respectively, both p < 0.05). Longitudinal changes in heart rate and blood pressure at the interval scan in the same subjects were associated with significantly higher variability for LA stasis (p = 0.024), but not for the remaining flow parameters (all p > 0.05). SR subjects showed significantly greater interval-scan variability than AF patients for mean velocity, vortex volume, and stasis (all p < 0.05), but not peak velocity or vorticity (both p > 0.05). CONCLUSIONS LA peak velocity and vorticity are the most reproducible and temporally stable novel LA 4D flow biomarkers, and are robust to changes in heart rate, blood pressure, and differences in heart rhythm.
Collapse
Affiliation(s)
- Marco Spartera
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, West Wing, Headley Way, Oxford, UK.
- The University of Oxford Centre for Clinical Magnetic Resonance Research (OCMR), Oxford, UK.
| | - Guilherme Pessoa-Amorim
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, West Wing, Headley Way, Oxford, UK
- The University of Oxford Centre for Clinical Magnetic Resonance Research (OCMR), Oxford, UK
| | - Antonio Stracquadanio
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, West Wing, Headley Way, Oxford, UK
- The University of Oxford Centre for Clinical Magnetic Resonance Research (OCMR), Oxford, UK
| | - Adam Von Ende
- Department of Population Health, CTSU Nuffield University of Oxford, Oxford, UK
| | - Alison Fletcher
- The University of Oxford Acute Vascular Imaging Centre (AVIC), Oxford, UK
| | - Peter Manley
- The University of Oxford Acute Vascular Imaging Centre (AVIC), Oxford, UK
| | - Stefan Neubauer
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, West Wing, Headley Way, Oxford, UK
- The University of Oxford Centre for Clinical Magnetic Resonance Research (OCMR), Oxford, UK
| | - Vanessa M Ferreira
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, West Wing, Headley Way, Oxford, UK
- The University of Oxford Centre for Clinical Magnetic Resonance Research (OCMR), Oxford, UK
| | - Barbara Casadei
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, West Wing, Headley Way, Oxford, UK
| | - Aaron T Hess
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, West Wing, Headley Way, Oxford, UK
- The University of Oxford Centre for Clinical Magnetic Resonance Research (OCMR), Oxford, UK
| | - Rohan S Wijesurendra
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, West Wing, Headley Way, Oxford, UK
- The University of Oxford Centre for Clinical Magnetic Resonance Research (OCMR), Oxford, UK
| |
Collapse
|
43
|
Demirkiran A, Amier RP, Hofman MBM, van der Geest RJ, Robbers LFHJ, Hopman LHGA, Mulder MJ, van de Ven P, Allaart CP, van Rossum AC, Götte MJW, Nijveldt R. Altered left atrial 4D flow characteristics in patients with paroxysmal atrial fibrillation in the absence of apparent remodeling. Sci Rep 2021; 11:5965. [PMID: 33727587 PMCID: PMC7966746 DOI: 10.1038/s41598-021-85176-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 02/23/2021] [Indexed: 11/09/2022] Open
Abstract
The pathophysiology behind thrombus formation in paroxysmal atrial fibrillation (AF) patients is very complex. This can be due to left atrial (LA) flow changes, remodeling, or both. We investigated differences for cardiovascular magnetic resonance (CMR)-derived LA 4D flow and remodeling characteristics between paroxysmal AF patients and patients without cardiac disease. In this proof-of-concept study, the 4D flow data were acquired in 10 patients with paroxysmal AF (age = 61 ± 8 years) and 5 age/gender matched controls (age = 56 ± 1 years) during sinus rhythm. The following LA and LA appendage flow parameters were obtained: flow velocity (mean, peak), stasis defined as the relative volume with velocities < 10 cm/s, and kinetic energy (KE). Furthermore, LA global strain values were derived from b-SSFP cine images using dedicated CMR feature-tracking software. Even in sinus rhythm, LA mean and peak flow velocities over the entire cardiac cycle were significantly lower in paroxysmal AF patients compared to controls [(13.1 ± 2.4 cm/s vs. 16.7 ± 2.1 cm/s, p = 0.01) and (19.3 ± 4.7 cm/s vs. 26.8 ± 5.5 cm/s, p = 0.02), respectively]. Moreover, paroxysmal AF patients expressed more stasis of blood than controls both in the LA (43.2 ± 10.8% vs. 27.8 ± 7.9%, p = 0.01) and in the LA appendage (73.3 ± 5.7% vs. 52.8 ± 16.2%, p = 0.04). With respect to energetics, paroxysmal AF patients demonstrated lower mean and peak KE values (indexed to maximum LA volume) than controls. No significant differences were observed for LA volume, function, and strain parameters between the groups. Global LA flow dynamics in paroxysmal AF patients appear to be impaired including mean/peak flow velocity, stasis fraction, and KE, partly independent of LA remodeling. This pathophysiological flow pattern may be of clinical value to explain the increased incidence of thromboembolic events in paroxysmal AF patients, in the absence of actual AF or LA remodeling.
Collapse
Affiliation(s)
- Ahmet Demirkiran
- Department of Cardiology, Amsterdam UMC, Amsterdam Cardiovascular Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Raquel P Amier
- Department of Cardiology, Amsterdam UMC, Amsterdam Cardiovascular Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Mark B M Hofman
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Rob J van der Geest
- Department of Radiology, Division of Image Processing, Leiden University Medical Center, Leiden, The Netherlands
| | - Lourens F H J Robbers
- Department of Cardiology, Amsterdam UMC, Amsterdam Cardiovascular Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Luuk H G A Hopman
- Department of Cardiology, Amsterdam UMC, Amsterdam Cardiovascular Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Mark J Mulder
- Department of Cardiology, Amsterdam UMC, Amsterdam Cardiovascular Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Peter van de Ven
- Department of Epidemiology and Biostatistics, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Cornelis P Allaart
- Department of Cardiology, Amsterdam UMC, Amsterdam Cardiovascular Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Albert C van Rossum
- Department of Cardiology, Amsterdam UMC, Amsterdam Cardiovascular Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Marco J W Götte
- Department of Cardiology, Amsterdam UMC, Amsterdam Cardiovascular Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Robin Nijveldt
- Department of Cardiology, Amsterdam UMC, Amsterdam Cardiovascular Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands. .,Department of Cardiology, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6525 GA, Nijmegen, The Netherlands.
| |
Collapse
|
44
|
4D flow MRI left atrial kinetic energy in hypertrophic cardiomyopathy is associated with mitral regurgitation and left ventricular outflow tract obstruction. Int J Cardiovasc Imaging 2021; 37:2755-2765. [PMID: 33523363 DOI: 10.1007/s10554-021-02167-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 01/17/2021] [Indexed: 10/22/2022]
Abstract
To noninvasively assess left atrial (LA) kinetic energy (KE) in hypertrophic cardiomyopathy (HCM) patients using 4D flow MRI and evaluate coupling associations with mitral regurgitation (MR) and left ventricular outflow tract (LVOT) obstruction. Twenty-nine retrospectively identified patients with HCM underwent 4D flow MRI. MRI-estimated peak LVOT pressure gradient (∆PMRI) was used to classify patients into non-obstructive and obstructive HCM. Time-resolved volumetric LA kinetic energy (KELA) was computed throughout systole. Average systolic (KELA-avg) and peak systolic (KELA-peak) KELA were compared between non-obstructive and obstructive HCM groups, and associations to MR severity and LVOT ∆PMRI were tested.The study included 15 patients with non-obstructive HCM (58.6 [45.9, 65.2] years, 7 females) and 14 patients with obstructive HCM (51.9 [47.6, 62.6] years, 6 females). Obstructive HCM patients demonstrated significantly elevated instantaneous KELA over all systolic time-points compared to non-obstructive HCM (P < 0.05). Obstructive HCM patients also demonstrated higher KELA-avg (14.8 [10.6, 20.4] J/m3 vs. 33.4 [23.9, 61.3] J/m3, P < 0.001) and KELA-peak (22.1 [15.9, 28.7] J/m3 vs. 57.2 [44.5, 121.4] J/m3, P < 0.001) than non-obstructive HCM. MR severity was significantly correlated with KELA-avg (rho = 0.81, P < 0.001) and KELA-peak (rho = 0.79, P < 0.001). LVOT ∆PMRI was strongly correlated with KELA metrics in obstructive HCM (KELA-avg: rho = 0.86, P < 0.001; KELA-peak: rho = 0.85, P < 0.001).In HCM patients, left atrial kinetic energy, by 4D flow MRI, is associated with MR severity and the degree of LVOT obstruction.
Collapse
|
45
|
Benjamin EJ, Go AS, Desvigne-Nickens P, Anderson CD, Casadei B, Chen LY, Crijns HJ, Freedman B, Hills MT, Healey JS, Kamel H, Kim DY, Link MS, Lopes RD, Lubitz SA, McManus DD, Noseworthy PA, Perez MV, Piccini JP, Schnabel RB, Singer DE, Tieleman R, Turakhia MP, Van Gelder IC, Cooper LS, Al-Khatib SM. Research Priorities in Atrial Fibrillation Screening: A Report From a National Heart, Lung, and Blood Institute Virtual Workshop. Circulation 2021; 143:372-388. [PMID: 33493033 PMCID: PMC8776506 DOI: 10.1161/circulationaha.120.047633] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Clinically recognized atrial fibrillation (AF) is associated with higher risk of complications, including ischemic stroke, cognitive decline, heart failure, myocardial infarction, and death. It is increasingly recognized that AF frequently is undetected until complications such as stroke or heart failure occur. Hence, the public and clinicians have an intense interest in detecting AF earlier. However, the most appropriate strategies to detect undiagnosed AF (sometimes referred to as subclinical AF) and the prognostic and therapeutic implications of AF detected by screening are uncertain. Our report summarizes the National Heart, Lung, and Blood Institute's virtual workshop focused on identifying key research priorities related to AF screening. Global experts reviewed major knowledge gaps and identified critical research priorities in the following areas: (1) role of opportunistic screening; (2) AF as a risk factor, risk marker, or both; (3) relationship between AF burden detected with long-term monitoring and outcomes/treatments; (4) designs of potential randomized trials of systematic AF screening with clinically relevant outcomes; and (5) role of AF screening after ischemic stroke. Our report aims to inform and catalyze AF screening research that will advance innovative, resource-efficient, and clinically relevant studies in diverse populations to improve the diagnosis, management, and prognosis of patients with undiagnosed AF.
Collapse
Affiliation(s)
- Emelia J. Benjamin
- Cardiovascular Medicine, Department of Medicine, Boston University School of Medicine, and Department of Epidemiology, Boston University School of Public Health, Boston, MA 02118 (E.J.B.)
| | - Alan S. Go
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612. Departments of Epidemiology, Biostatistics and Medicine, University of California, San Francisco, San Francisco, CA 94143. Departments of Medicine, Health Research and Policy, Stanford University, Stanford, CA 94305 (A.S.G.)
| | - Patrice Desvigne-Nickens
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892 (P.D.N., L.S.C.)
| | - Christopher D. Anderson
- Department of Neurology, Center for Genomic Medicine, and McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA 02114 (C.D.A.)
| | - Barbara Casadei
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford OX39DU, UK (B.C.)
| | - Lin Y. Chen
- Cardiovascular Division, Department of Medicine, University of Minnesota Medical School, Minneapolis, MN 55455 (L.Y.C.)
| | - Harry J.G.M. Crijns
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Center, Maastricht, The Netherlands (H.J.G.M.C.)
| | - Ben Freedman
- Heart Research Institute, Charles Perkins Centre, and Concord Hospital Department of Cardiology, Concord Clinical School, University of Sydney, Sydney, Australia (B.F.)
| | - Mellanie True Hills
- StopAfib.org, American Foundation for Women’s Health, Decatur, TX 76234 (M.T.H.)
| | - Jeff S. Healey
- Population Health Research Institute, McMaster University, Hamilton, Ontario, Canada (J.S.H.)
| | - Hooman Kamel
- Clinical and Translational Neuroscience Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medicine, New York, NY 10021 (H.K.)
| | - Dong-Yun Kim
- Office of Biostatistics Research, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892 (D.Y.K.)
| | - Mark S. Link
- Department of Medicine, Division of Cardiology, UT Southwestern Medical Center, Dallas, TX 75390 (M.S.L.)
| | - Renato D. Lopes
- Division of Cardiology and Duke Clinical Research Institute, Duke University Medical Center, Durham, NC, 27710 (R.D.L., J.P.P., S.M.A.)
| | - Steven A. Lubitz
- Cardiovascular Research Center and Cardiac Arrhythmia Service, Massachusetts General Hospital, Harvard Medical School, Boston, MA (S.A.L.)
| | - David D. McManus
- Department of Medicine, Division of Cardiology, University of MA Medical School, Worcester, MA 01655 (D.D.M.)
| | - Peter A. Noseworthy
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN 55902 (P.A.N.)
| | - Marco V. Perez
- Division of Cardiovascular Medicine, Stanford University Medical Center, Stanford, CA 95125 (M.V.P.)
| | - Jonathan P. Piccini
- Division of Cardiology and Duke Clinical Research Institute, Duke University Medical Center, Durham, NC, 27710 (R.D.L., J.P.P., S.M.A.)
| | - Renate B. Schnabel
- Department of Cardiology, University Heart Center Hamburg, Hamburg, Germany; DZHK (German Center for Cardiovascular Research), partner site Hamburg/Kiel/Luebeck (R.B.S.)
| | - Daniel E. Singer
- Division of General Internal Medicine, Massachusetts General Hospital, and Harvard Medical School, Boston, MA, 02114 (D.E.S.)
| | - Robert Tieleman
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands (I.C.V.G, R.T.)
- Department of Cardiology, Martini Hospital, Groningen, The Netherlands (R.T.)
| | - Mintu P. Turakhia
- Veterans Affairs Palo Alto Health Care System, Palo Alto CA; Center for Digital Health, Stanford University, Stanford, CA (M.P.T.)
| | - Isabelle C. Van Gelder
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands (I.C.V.G, R.T.)
| | - Lawton S. Cooper
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20892 (P.D.N., L.S.C.)
| | - Sana M. Al-Khatib
- Division of Cardiology and Duke Clinical Research Institute, Duke University Medical Center, Durham, NC, 27710 (R.D.L., J.P.P., S.M.A.)
| |
Collapse
|
46
|
Sekine T, Nakaza M, Kumita S. Careful consideration should be paid in the new imaging modality evaluation. J Thorac Dis 2021; 13:422-424. [PMID: 33569225 PMCID: PMC7867812 DOI: 10.21037/jtd-20-3229] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Affiliation(s)
- Tetsuro Sekine
- Department of Radiology, Nippon Medical School Musashi-Kosugi Hospital, Kanagawa, Japan
| | - Masatoki Nakaza
- Department of Radiology, Nippon Medical School, Tokyo, Japan
| | | |
Collapse
|
47
|
Cho SG, Lee SJ, Na MH, Choi YY, Bom HHS. Comparison of diagnostic accuracy of PET-derived myocardial blood flow parameters: A meta-analysis. J Nucl Cardiol 2020; 27:1955-1966. [PMID: 30390243 DOI: 10.1007/s12350-018-01476-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2018] [Accepted: 09/24/2018] [Indexed: 11/25/2022]
Abstract
BACKGROUND Although absolute quantification of myocardial blood flow (MBF) by positron emission tomography provides additive diagnostic value to visual analysis of perfusion defect, diagnostic accuracy of different MBF parameters remain unclear. METHODS Clinical studies regarding the diagnostic accuracy of hyperemic MBF (hMBF), myocardial flow reserve (MFR) and/or relative flow reserve (RFR) were searched and systematically reviewed. On a per-vessel basis, pooled measures of the parameters' diagnostic performances were analyzed, regarding significant coronary stenosis defined by fractional flow reserve or diameter stenosis. RESULTS Ten studies (2,522 arteries from 1,099 patients) were finally included. Pooled sensitivity [95% confidence interval (CI)] was 0.853 (0.821-0.881) for hMBF, 0.755 (0.713-0.794) for MFR, and 0.636 (0.539-0.726) for RFR. Pooled specificity (95% CI) was 0.844 (0.827-0.860) for hMBF, 0.804 (0.784-0.824) for MFR, and 0.897 (0.860-0.926) for RFR. Pooled area under the curve ± standard error was 0.900 ± 0.020 for hMBF, 0.830 ± 0.026 for MFR, and 0.873 ± 0.048 for RFR. CONCLUSIONS hMBF showed the best sensitivity while RFR showed the best specificity in the diagnosis of significant coronary stenosis. MFR was less sensitive than hMBF and less specific than hMBF and RFR.
Collapse
Affiliation(s)
- Sang-Geon Cho
- Department of Nuclear Medicine, Chonnam National University Hospital, 42, Jebong-ro, Dong-gu, Gwangju, 61469, Republic of Korea.
| | - Soo Jin Lee
- Department of Nuclear Medicine, Hanyang University Medical Center, 222-1, Wangsimni-ro Seongdong-gu, Seoul, 04763, Republic of Korea
| | - Myung Hwan Na
- Department of Statistics, Chonnam National University, 45, Yongbong-ro, Buk-gu, Kwangju, 61186, Republic of Korea
| | - Yun Young Choi
- Department of Nuclear Medicine, Hanyang University Medical Center, 222-1, Wangsimni-ro Seongdong-gu, Seoul, 04763, Republic of Korea.
| | - Henry Hee-Seung Bom
- Department of Nuclear Medicine, Chonnam National University Hwasun Hospital, 322, Seoyang-ro Hwasun-eup, Hwasun-gun, Jeonnam, 58128, Republic of Korea.
| |
Collapse
|
48
|
Abstract
While AF most often occurs in the setting of atrial disease, current assessment and treatment of patients with AF does not focus on the extent of the atrial myopathy that serves as the substrate for this arrhythmia. Atrial myopathy, in particular atrial fibrosis, may initiate a vicious cycle in which atrial myopathy leads to AF, which in turn leads to a worsening myopathy. Various techniques, including ECG, plasma biomarkers, electroanatomical voltage mapping, echocardiography, and cardiac MRI, can help to identify and quantify aspects of the atrial myopathy. Current therapies, such as catheter ablation, do not directly address the underlying atrial myopathy. There is emerging research showing that by targeting this myopathy we can help decrease the occurrence and burden of AF.
Collapse
Affiliation(s)
- Harold Rivner
- Cardiovascular Division, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, US
| | - Raul D Mitrani
- Cardiovascular Division, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, US
| | - Jeffrey J Goldberger
- Cardiovascular Division, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, US
| |
Collapse
|
49
|
Ding WY, Gupta D, Lip GYH. Atrial fibrillation and the prothrombotic state: revisiting Virchow’s triad in 2020. Heart 2020; 106:1463-1468. [DOI: 10.1136/heartjnl-2020-316977] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2020] [Revised: 04/29/2020] [Accepted: 04/30/2020] [Indexed: 02/05/2023] Open
Abstract
Atrial fibrillation (AF) is characterised by an increased risk of pathological thrombus formation due to a disruption of physiological haemostatic mechanisms that are better understood by reference to Virchow’s triad of ‘abnormal blood constituents’, ‘vessel wall abnormalities’ and ‘abnormal blood flow’. First, there is increased activation of the coagulation cascade, platelet reactivity and impaired fibrinolysis as a result of AF per se, and these processes are amplified with pre-existing comorbidities. Several prothrombotic biomarkers including platelet factor 4, von Willebrand factor, fibrinogen, β-thromboglobulin and D-dimer have been implicated in this process. Second, structural changes such as atrial fibrosis and endothelial dysfunction are linked to the development of AF which promote further atrial remodelling, thereby providing a suitable platform for clot formation and subsequent embolisation. Third, these factors are compounded by the presence of reduced blood flow secondary to dilatation of cardiac chambers and loss of atrial systole which have been confirmed using various imaging techniques. Overall, an improved understanding of the various factors involved in thrombus formation will allow better clinical risk stratification and targeted therapies in AF.
Collapse
|
50
|
Abstract
Magnetic resonance imaging (MRI) has become an important tool for the clinical evaluation of patients with cardiac and vascular diseases. Since its introduction in the late 1980s, quantitative flow imaging with MRI has become a routine part of standard-of-care cardiothoracic and vascular MRI for the assessment of pathological changes in blood flow in patients with cardiovascular disease. More recently, time-resolved flow imaging with velocity encoding along all three flow directions and three-dimensional (3D) anatomic coverage (4D flow MRI) has been developed and applied to enable comprehensive 3D visualization and quantification of hemodynamics throughout the human circulatory system. This article provides an overview of the use of 4D flow applications in different cardiac and vascular regions in the human circulatory system, with a focus on using 4D flow MRI in cardiothoracic and cerebrovascular diseases.
Collapse
Affiliation(s)
- Gilles Soulat
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois 60611, USA
| | - Patrick McCarthy
- Division of Cardiac Surgery, Department of Surgery, Feinberg School of Medicine, Northwestern University, Chicago, Illinois 60611, USA
| | - Michael Markl
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois 60611, USA
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, Illinois 60208, USA
| |
Collapse
|