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1.
Magn Reson Med ; 86(5): 2412-2425, 2021 11.
Article in English | MEDLINE | ID: mdl-34061397

ABSTRACT

PURPOSE: To develop a framework for 3D sodium (23 Na) MR fingerprinting (MRF), based on irreducible spherical tensor operators with tailored flip angle (FA) pattern and time-efficient data acquisition for simultaneous quantification of T1 , T2l∗ , T2s∗ , and T2∗ in addition to ΔB0 . METHODS: 23 Na-MRF was implemented in a 3D sequence and irreducible spherical tensor operators were exploited in the simulations. Furthermore, the Cramér Rao lower bound was used to optimize the flip angle pattern. A combination of single and double echo readouts was implemented to increase the readout efficiency. A study was conducted to compare results in a multicompartment phantom acquired with MRF and reference methods. Finally, the relaxation times in the human brain were measured in four healthy volunteers. RESULTS: Phantom experiments revealed a mean difference of 1.0% between relaxation times acquired with MRF and results determined with the reference methods. Simultaneous quantification of the longitudinal and transverse relaxation times in the human brain was possible within 32 min using 3D 23 Na-MRF with a nominal resolution of (5 mm)3 . In vivo measurements in four volunteers yielded average relaxation times of: T1,brain = (35.0 ± 3.2) ms, T2l,brain∗ = (29.3 ± 3.8) ms and T2s,brain∗ = (5.5 ± 1.3) ms in brain tissue, whereas T1,CSF = (61.9 ± 2.8) ms and T2,CSF∗ = (46.3 ± 4.5) ms was found in cerebrospinal fluid. CONCLUSION: The feasibility of in vivo 3D relaxometric sodium mapping within roughly ½ h is demonstrated using MRF in the human brain, moving sodium relaxometric mapping toward clinically relevant measurement times.


Subject(s)
Magnetic Resonance Imaging , Sodium , Brain/diagnostic imaging , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Spectroscopy , Phantoms, Imaging
2.
Med Phys ; 48(2): 587-596, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33319394

ABSTRACT

PURPOSE: Hybrid MRI-linear accelerator systems (MR-linacs) allow for the incorporation of MR images with high soft-tissue contrast into the radiation therapy procedure prior to, during, or post irradiation. This allows not only for the optimization of the treatment planning, but also for real-time monitoring of the tumor position using cine MRI, from which intrafractional motion can be compensated. Fast imaging and accurate tumor tracking are crucial for effective compensation. This study investigates the application of cine MRI with a radial acquisition scheme on a low-field MR-linac to accelerate the acquisition rate and evaluates the effect on tracking accuracy. METHODS: An MR sequence using tiny golden-angle radial k-space sampling was developed and applied to cine imaging on patients with liver tumors on a 0.35 T MR-linac. Tumor tracking was assessed for accuracy and stability from the cine images with increasing k-space undersampling factors. Tracking was achieved using two different auto-segmentation algorithms: a deformable image registration B-spline similar to that implemented on the MR-linac and a convolutional neural network approach known as U-Net. RESULTS: Radial imaging allows for increased temporal resolution with reliable tumor tracking, although tracking robustness decreases as temporal resolution increases. Additional acquisition-based artifacts can be avoided by reducing the angle increment using tiny golden-angles. The U-net algorithm was found to have superior auto-segmentation metrics compared to B-spline. U-net was able to track two well-defined tumors, imaged with just 30 spokes per image (10.6 frames per second), with an average Dice coefficient ≥ 83%, Hausdorff distance ≤ 1.4 pixel, and mean contour distance ≤ 0.5 pixel. CONCLUSIONS: Radial acquisitions are commonplace in dynamic imaging; however, in MR-guided radiotherapy, robust tumor tracking is also required. This study demonstrates the in vivo feasibility of tumor tracking from radially acquired images on a low-field MR-linac. Radial imaging allows for decreased image acquisition times while maintaining robust tracking. The U-net algorithm can track a tumor with higher accuracy in images with undersampling artifacts than a conventional deformable B-spline algorithm and is a promising tool for tracking in MR-guided radiation therapy.


Subject(s)
Magnetic Resonance Imaging , Neoplasms , Humans , Machine Learning , Motion , Neoplasms/diagnostic imaging , Neoplasms/radiotherapy , Particle Accelerators
3.
Magn Reson Med ; 84(5): 2577-2591, 2020 11.
Article in English | MEDLINE | ID: mdl-32557784

ABSTRACT

PURPOSE: To evaluate the feasibility of 23 Na MR fingerprinting (MRF) for simultaneous quantification of T1 , T2l∗ , T2s∗ , T2∗ in addition to ΔB0 . METHODS: A framework for sodium relaxometry using MRF at 7T was developed, allowing simultaneous measurement of relaxation times and inhomogeneities in the static field. The technique distinguishes between bi- and monoexponential transverse relaxation and was validated in simulations with respect to the ground truth. In phantom measurements, a resolution of 2 × 2 × 12 mm3 was achieved within 1 h acquisition time, and the resulting parameter maps were compared to results from reference methods. Relaxation times in five healthy volunteers were measured with a resolution of 4 × 4 × 12 mm3 . RESULTS: Phantom experiments revealed an agreement between the relaxation times obtained via 23 Na-MRF and the reference methods. In white matter, a longitudinal relaxation constant of T1 = 38.9 ± 4.8 ms was found, while values of T2l∗ = 29.2 ± 4.9 ms and T2s∗ = 4.7 ± 1.2 ms were found for the long and short component of the transverse relaxation. In cerebrospinal fluid, T1 was 67.7 ± 6.3 ms and T2∗ = 41.5 ± 3.4 ms. CONCLUSION: This work demonstrates the feasibility of 23 Na-MRF for relaxometry in sodium MRI in both phantom and in vivo studies. Simultaneous quantification of T1 , T2l∗ , T2s∗ , T2∗ and ΔB0 was possible within a 1 h measurement time.


Subject(s)
Magnetic Resonance Imaging , Sodium , Healthy Volunteers , Humans , Phantoms, Imaging
4.
NMR Biomed ; 32(9): e4118, 2019 09.
Article in English | MEDLINE | ID: mdl-31286600

ABSTRACT

Structural high-resolution imaging of the brainstem can be of high importance in clinical practice. However, ultra-high field magnetic resonance imaging (MRI) is still restricted in use due to limited availability. Therefore, quantitative MRI techniques (quantitative susceptibility mapping [QSM], relaxation measurements [ R2* , R1 ], diffusion tensor imaging [DTI]) and T2 - and proton density (PD)-weighted imaging in the human brainstem at 3 T and 7 T are compared. Five healthy volunteers (mean age: 21.5 ± 1.9 years) were measured at 3 T and 7 T using multi-echo gradient echo sequences for susceptibility mapping and R2* relaxometry, magnetization-prepared 2 rapid acquisition gradient echo sequences for R1 relaxometry, turbo-spin echo sequences for PD- and T2 -weighted imaging and readout-segmented echo planar sequences for DTI. Susceptibility maps were computed using Laplacian-based phase unwrapping, V-SHARP for background field removal and the streaking artifact reduction for QSM algorithm for dipole inversion. Contrast-to-noise ratios (CNRs) were determined at 3 T and 7 T in ten volumes of interest (VOIs). Data acquired at 7 T showed higher CNR. However, in four VOIs, lower CNR was observed for R2* at 7 T. QSM was shown to be the contrast with which the highest number of structures could be identified. The depiction of very fine tracts such as the medial longitudinal fasciculus throughout the brainstem was only possible in susceptibility maps acquired at 7 T. DTI effectively showed the main tracts (crus cerebri, transverse pontine fibers, corticospinal tract, middle and superior cerebellar peduncle, pontocerebellar tract, and pyramid) at both field strengths. Assessing the brainstem with quantitative MRI methods such as QSM, R2* , as well as PD- and T2 -weighted imaging with great detail, is also possible at 3 T, especially when using susceptibility mapping calculated from a gradient echo sequence with a wide range of echo times from 10.5 to 52.5 ms. However, tracing smallest structures strongly benefits from imaging at ultra-high field.


Subject(s)
Brain Mapping , Brain Stem/diagnostic imaging , Magnetic Resonance Imaging , Contrast Media/chemistry , Female , Humans , Male , Signal-To-Noise Ratio , Young Adult
5.
Clin Transl Radiat Oncol ; 18: 87-97, 2019 Sep.
Article in English | MEDLINE | ID: mdl-31341982

ABSTRACT

Technological advances in Magnetic Resonance Imaging (MRI) in terms of field strength and hybrid MR systems have led to improvements in tumor imaging in terms of anatomy and functionality. This review paper discusses the applications of such advances in the field of radiation oncology with regards to treatment planning, therapy guidance and monitoring tumor response and predicting outcome.

6.
J Magn Reson Imaging ; 50(5): 1561-1570, 2019 11.
Article in English | MEDLINE | ID: mdl-30903682

ABSTRACT

BACKGROUND: Higher-resolution MRI of the patellofemoral cartilage under loading is hampered by subject motion since knee flexion is required during the scan. PURPOSE: To demonstrate robust quantification of cartilage compression and contact area changes in response to in situ loading by means of MRI with prospective motion correction and regularized image postprocessing. STUDY TYPE: Cohort study. SUBJECTS: Fifteen healthy male subjects. FIELD STRENGTH: 3 T. SEQUENCE: Spoiled 3D gradient-echo sequence augmented with prospective motion correction based on optical tracking. Measurements were performed with three different loads (0/200/400 N). ASSESSMENT: Bone and cartilage segmentation was performed manually and regularized with a deep-learning approach. Average patellar and femoral cartilage thickness and contact area were calculated for the three loading situations. Reproducibility was assessed via repeated measurements in one subject. STATISTICAL TESTS: Comparison of the three loading situations was performed by Wilcoxon signed-rank tests. RESULTS: Regularization using a deep convolutional neural network reduced the variance of the quantified relative load-induced changes of cartilage thickness and contact area compared to purely manual segmentation (average reduction of standard deviation by ∼50%) and repeated measurements performed on the same subject demonstrated high reproducibility of the method. For the three loading situations (0/200/400 N), the patellofemoral cartilage contact area as well as the mean patellar and femoral cartilage thickness were significantly different from each other (P < 0.05). While the patellofemoral cartilage contact area increased under loading (by 14.5/19.0% for loads of 200/400 N), patellar and femoral cartilage thickness exhibited a load-dependent thickness decrease (patella: -4.4/-7.4%, femur: -3.4/-7.1% for loads of 200/400 N). DATA CONCLUSION: MRI with prospective motion correction enables quantitative evaluation of patellofemoral cartilage deformation and contact area changes in response to in situ loading. Regularizing the manual segmentations using a neural network enables robust quantification of the load-induced changes. LEVEL OF EVIDENCE: 2 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;50:1561-1570.


Subject(s)
Cartilage/diagnostic imaging , Image Processing, Computer-Assisted/methods , Knee/diagnostic imaging , Patellofemoral Joint/diagnostic imaging , Adult , Healthy Volunteers , Humans , Imaging, Three-Dimensional , Magnetic Resonance Imaging , Male , Motion , Reproducibility of Results
7.
Radiother Oncol ; 130: 180-184, 2019 01.
Article in English | MEDLINE | ID: mdl-30177373

ABSTRACT

Ultra-high field MRI is an emerging technique promising high-resolution images for radiotherapy planning. We compared a 7 Tesla FLAIR sequence with clinical FLAIR imaging at 3 Tesla in glioblastoma patients before radiotherapy. High-resolution 7 Tesla FLAIR imaging may enhance the depiction of organs at risk and possibly modify target volumes.


Subject(s)
Glioblastoma/radiotherapy , Magnetic Resonance Imaging/methods , Radiotherapy Planning, Computer-Assisted/methods , Aged , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/radiotherapy , Female , Glioblastoma/diagnostic imaging , Humans , Male , Middle Aged
8.
J Magn Reson Imaging ; 46(2): 452-460, 2017 08.
Article in English | MEDLINE | ID: mdl-28160369

ABSTRACT

PURPOSE: To demonstrate improved T2 and T1ρ mapping of patellofemoral cartilage with in situ loading by means of prospective motion correction and to assess load-induced changes in healthy subjects. MATERIALS AND METHODS: Established T2 and T1ρ mapping sequences were augmented with prospective motion correction based on optical tracking. Protocols were optimized for robust imaging of the patellofemoral cartilage at a field strength of 3T. Subjects were positioned in the scanner with knee flexion and in situ loading of the patellofemoral joint was performed with a pneumatic loading device. In a pilot study on a cohort of 10 healthy subjects, load-induced T2 and T1ρ changes were evaluated through measurements with axial loads of 0/20/40 kg. RESULTS: With prospective motion correction and additional lipid saturation, motion artifacts in patellofemoral cartilage magnetic resonance imaging (MRI) with in situ loading could be notably decreased, as demonstrated for T2 mapping. The acquired relaxation maps suggested a T2 /T1ρ decrease in superficial cartilage and a T2 /T1ρ increase in deep cartilage under loading. However, in the quantitative group evaluation of the lateral patellar facet, only T1ρ in superficial cartilage was significantly changed by loading (P ≤ 0.05), while no significant T2 differences for the three loading conditions were observed (P ≥ 0.3). CONCLUSION: Prospective motion correction enables T2 and T1ρ mapping of patellofemoral cartilage with in situ loading and a comparison of the two contrasts in terms of their response to mechanical loading. T1ρ is a more sensitive marker for load-induced patellar cartilage changes than T2 . LEVEL OF EVIDENCE: 3 Technical Efficacy: Stage 1 J. MAGN. RESON. IMAGING 2017;46:452-460.


Subject(s)
Cartilage, Articular/diagnostic imaging , Knee Joint/diagnostic imaging , Magnetic Resonance Imaging , Patellofemoral Joint/diagnostic imaging , Adult , Artifacts , Cohort Studies , Humans , Image Processing, Computer-Assisted , Knee/diagnostic imaging , Male , Motion , Pilot Projects , Reproducibility of Results
9.
Neuroimage ; 154: 33-42, 2017 07 01.
Article in English | MEDLINE | ID: mdl-27845256

ABSTRACT

Due to the intrinsic low sensitivity of BOLD-fMRI long scanning is required. Subject motion during fMRI scans reduces statistical significance of the activation maps and increases the prevalence of false activations. Motion correction is therefore an essential tool for a successful fMRI data analysis. Retrospective motion correction techniques are now commonplace and are incorporated into a wide range of fMRI analysis toolboxes. These techniques are advantageous due to robustness, sequence independence and have minimal impact on the fMRI study setup. Retrospective techniques however, do not provide an accurate intra-volume correction, nor can these techniques correct for the spin-history effects. The application of prospective motion correction in fMRI appears to be effective in reducing false positives and increasing sensitivity when compared to retrospective techniques, particularly in the cases of substantial motion. Especially advantageous in this regard is the combination of prospective motion correction with dynamic distortion correction. Nevertheless, none of the recent methods are able to recover activations in presence of motion that are comparable to no-motion conditions, which motivates further research in the area of adaptive dynamic imaging.


Subject(s)
Artifacts , Functional Neuroimaging/methods , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Functional Neuroimaging/standards , Humans , Image Processing, Computer-Assisted/standards , Magnetic Resonance Imaging/standards
10.
IEEE Trans Biomed Eng ; 63(12): 2647-2653, 2016 12.
Article in English | MEDLINE | ID: mdl-27455518

ABSTRACT

OBJECTIVES: In simultaneous electroencephalography (EEG) and functional magnetic resonance imaging (fMRI), artifacts on the EEG arise from the switching of magnetic field gradients in the MR scanner. These artifacts depend on head position, and are, therefore, difficult to remove in the presence of subject motion. In this study, gradient artifacts are modeled by multiple templates extracted from externally recorded motion information. METHODS: Gradient artifact correction was performed in EEG-fMRI recordings by estimating artifactual templates modulated by slowly varying splines, as well as head position information. The EEG signal quality was then compared following two common methods: averaged artifact subtraction (AAS) and optimal basis sets (OBS). RESULTS: Artifact correction using multiple templates estimated from splines or motion time courses outperformed the existing AAS and OBS approaches, as quantified by root-mean-square power across gradient epochs. Improvements were mostly seen in posterior EEG channels, where most of the residual artifacts are seen following the AAS and OBS methods. Residual spectral power was comparable to that of EEG signals recorded without fMRI scanning. CONCLUSION: Gradient artifacts can be well modeled by multiple templates estimated from head position information, resulting in an effective artifact removal. SIGNIFICANCE: This method can facilitate EEG-fMRI of uncooperative subjects in whom motion is inevitable, for example, to investigate high-frequency EEG activity in which gradient artifacts are particularly prominent.


Subject(s)
Electroencephalography/methods , Magnetic Resonance Imaging/methods , Artifacts , Humans , Movement/physiology , Signal Processing, Computer-Assisted
11.
IEEE Trans Med Imaging ; 34(9): 1879-89, 2015 Sep.
Article in English | MEDLINE | ID: mdl-25781624

ABSTRACT

Free induction decay (FID) navigators were found to qualitatively detect rigid-body head movements, yet it is unknown to what extent they can provide quantitative motion estimates. Here, we acquired FID navigators at different sampling rates and simultaneously measured head movements using a highly accurate optical motion tracking system. This strategy allowed us to estimate the accuracy and precision of FID navigators for quantification of rigid-body head movements. Five subjects were scanned with a 32-channel head coil array on a clinical 3T MR scanner during several resting and guided head movement periods. For each subject we trained a linear regression model based on FID navigator and optical motion tracking signals. FID-based motion model accuracy and precision was evaluated using cross-validation. FID-based prediction of rigid-body head motion was found to be with a mean translational and rotational error of 0.14±0.21 mm and 0.08±0.13°, respectively. Robust model training with sub-millimeter and sub-degree accuracy could be achieved using 100 data points with motion magnitudes of ±2 mm and ±1° for translation and rotation. The obtained linear models appeared to be subject-specific as inter-subject application of a "universal" FID-based motion model resulted in poor prediction accuracy. The results show that substantial rigid-body motion information is encoded in FID navigator signal time courses. Although, the applied method currently requires the simultaneous acquisition of FID signals and optical tracking data, the findings suggest that multi-channel FID navigators have a potential to complement existing tracking technologies for accurate rigid-body motion detection and correction in MRI.


Subject(s)
Head Movements/physiology , Magnetic Resonance Imaging/methods , Signal Processing, Computer-Assisted , Humans , Image Processing, Computer-Assisted , Phantoms, Imaging , Signal-To-Noise Ratio
12.
Magn Reson Med ; 74(6): 1675-81, 2015 Dec.
Article in English | MEDLINE | ID: mdl-25446934

ABSTRACT

PURPOSE: Recently, a new algorithm was introduced to combine segments of under-sampled diffusion weighted data using multiplexed sensitivity encoding. While the algorithm provides good results in cooperative volunteers, motion during the data acquisition is not accounted for. In this work, the continuous prospective motion correction of a segmented diffusion weighted acquisition is combined with multiplexed sensitivity encoding. METHODS: Simulations investigate the influence of motion on the reconstruction. Additionally, the change in coil sensitivities due to patient motion is taken into consideration. Finally, in vivo experiments display the effects of motion and its prospective correction on high resolution diffusion weighted imaging. RESULTS: Inconsistencies of the imaging plane lead to artifacts and blurring in the reconstructed dataset. Additionally, motion during the diffusion weighting period can lead to substantial image artifacts and signal dropouts. The change in coil sensitivities shows minor effect for the simulated range of motion (5°). Prospective motion correction is shown to improve image quality in the case of large motion (5°) and to reliably correct for small motion (1°). CONCLUSION: The combination of prospective motion correction and multiplexed sensitivity encoding allows for high resolution diffusion weighted imaging even in the presence of substantial head motion.


Subject(s)
Artifacts , Brain/anatomy & histology , Diffusion Magnetic Resonance Imaging/methods , Echo-Planar Imaging/methods , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Adult , Algorithms , Humans , Male , Motion , Reproducibility of Results , Sensitivity and Specificity , Signal Processing, Computer-Assisted
13.
PLoS One ; 9(9): e104844, 2014.
Article in English | MEDLINE | ID: mdl-25251403

ABSTRACT

AIMS: Cardiovascular magnetic resonance (MR) provides non-invasive assessment of early (24-hour) edema and injury following pulmonary vein isolation (by ablation) and subsequent scar formation. We hypothesize that 24-hours after ablation, cardiovascular MR would demonstrate a pattern of edema and injury due to ablation and the severity would correlate with subsequent scar. METHODS: Fifteen atrial fibrillation patients underwent cardiovascular MR prior to pulmonary vein isolation, 24-hours post (N = 11) and 30-days post (N = 7) ablation, with T2-weighted (T2W) and late gadolinium enhancement (LGE) imaging. Left atrial wall thickness, edema enhancement ratio and LGE enhancement were assessed at each time point. Volumes of LGE and edema enhancement were measured, and the circumferential presence of injury was assessed at 24-hours, including comparison with LGE enhancement at 30 days. RESULTS: Left atrial wall thickness was increased 24-hours post-ablation (10.7 ± 4.1 mm vs. 7.0 ± 1.8 mm pre-PVI, p<0.05). T2W enhancement at 24-hours showed increased edema enhancement ratio (1.5 ± 0.4 for post-ablation, vs. 0.9 ± 0.2 pre-ablation, p < 0.001). Edema and LGE volumes at 24-hours were correlated with 30-day LGE volume (R = 0.76, p = 0.04, and R = 0.74, p = 0.09, respectively). Using a 16 segment model for assessment, 24-hour T2W had sensitivity, specificity, and accuracy of 82%, 63%, and 79% respectively, for predicting 30-day LGE. 24-hour LGE had sensitivity, specificity, and accuracy of 91%, 47%, and 84%. CONCLUSIONS: Increased left atrial wall thickening and edema were characterized on cardiovascular MR early post-ablation, and found to correlate with 30-day LGE scar.


Subject(s)
Atrial Fibrillation/therapy , Catheter Ablation/methods , Cicatrix/diagnosis , Magnetic Resonance Imaging/methods , Pulmonary Veins/pathology , Adult , Cardiovascular System/diagnostic imaging , Cardiovascular System/pathology , Catheter Ablation/adverse effects , Cicatrix/diagnostic imaging , Cicatrix/etiology , Contrast Media , Edema/diagnosis , Edema/diagnostic imaging , Edema/etiology , Female , Gadolinium DTPA , Humans , Image Enhancement/methods , Linear Models , Male , Middle Aged , Prospective Studies , Pulmonary Veins/diagnostic imaging , Radiography , Reproducibility of Results , Sensitivity and Specificity , Time Factors
14.
J Magn Reson Imaging ; 40(1): 119-25, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24105717

ABSTRACT

PURPOSE: To compare two late gadolinium enhancement (LGE) cardiovascular magnetic resonance (CMR) methods: a Dixon LGE sequence with sequential phase-encoding order, reconstructed using water-fat separation, and standard fat-saturated LGE. MATERIALS AND METHODS: We implemented a dual-echo Dixon LGE method for reconstructing water-only images and compared it to fat-saturated LGE in 12 patients prior to their first pulmonary vein isolation (PVI) procedure. Images were analyzed for quality and fat-suppression. Regions of the left atrium were evaluated by a blinded observer (1 = prominent enhancement, 0 = mild or absent enhancement) on two sets of images (fat-saturated and water-only LGE) and agreement was assessed. RESULTS: Water-only LGE showed a trend toward better fat-suppression (P = 0.06), with a significantly more homogeneous blood pool signal and reduced inflow artifacts (both P < 0.01). Agreement between fat-saturated LGE and water-only methods was found in 84% of regions, significantly correlated by chi-squared test (P < 0.001). The kappa value was 0.52 (moderate). The average number of enhancing segments was higher for fat-saturated LGE than water-only LGE (4.2 ± 2.7 vs. 3.2 ± 2.9, P = 0.03). CONCLUSION: The two-point Dixon LGE technique reduces artifacts due to a centric k-space order. A similar enhancement pattern was observed irrespective of the LGE technique, with more enhancement detected by fat-saturated LGE.


Subject(s)
Adipose Tissue/pathology , Atrial Fibrillation/pathology , Body Water/cytology , Gadolinium , Magnetic Resonance Imaging/methods , Myocardial Stunning/pathology , Subtraction Technique , Algorithms , Atrial Fibrillation/complications , Contrast Media , Female , Heart Atria/pathology , Humans , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Male , Middle Aged , Myocardial Stunning/etiology , Preoperative Care , Pulmonary Veins/surgery , Reproducibility of Results , Sensitivity and Specificity , Signal Processing, Computer-Assisted
15.
J Magn Reson Imaging ; 39(1): 211-6, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24006356

ABSTRACT

PURPOSE: To investigate the feasibility of high-resolution late gadolinium enhancement (LGE) imaging using a three-dimensional (3D) stack of spirals k-space trajectory for the detection of left atrial (LA) ablation lesions. LGE imaging inherently suffers from low SNR, so that improvements in spatial resolution and imaging time are challenging. The spiral trajectory offers greater acquisition efficiency, and this is used for increased spatial resolution. MATERIALS AND METHODS: Nine healthy subjects and 10 pre/post pulmonary vein isolation patients underwent an MRI examination. A Cartesian 3D inversion-recovery gradient-echo sequence was performed followed by a 3D inversion-recovery gradient-echo with a spiral trajectory. Image quality, fat suppression and sharpness were graded by expert cardiologists. RESULTS: No statistical significance was determined for SNR or image quality between the Cartesian and spiral images; however, fat suppression was significantly improved with the spiral approach (P = 0.002). The enhancement in the Cartesian scan was found to have significantly higher CNR (P = 0.02). CONCLUSION: The feasibility of spiral LGE in the left atrium has been demonstrated. Similar image quality and sharpness were observed with both acquisitions. This spiral sequence has sub-millimeter spatial resolution improved fat suppression and maintains a comparable level of SNR compared with the Cartesian scan.


Subject(s)
Gadolinium/chemistry , Heart Atria/pathology , Magnetic Resonance Imaging , Aged , Equipment Design , Female , Humans , Image Processing, Computer-Assisted , Imaging, Three-Dimensional , Male , Middle Aged , Phantoms, Imaging , Pulmonary Veins/pathology , Radio Waves , Reproducibility of Results , Signal-To-Noise Ratio , Time Factors
16.
J Magn Reson Imaging ; 38(5): 1210-4, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23197465

ABSTRACT

PURPOSE: To compare bellows-gated late gadolinium enhancement (LGE) with standard navigator-gated (NAV-gated) LGE for left atrial (LA) imaging, to eliminate the inflow artifacts associated with NAV-gating. MATERIALS AND METHODS: Eleven subjects, including six patients with atrial fibrillation (AF), were imaged with a 3D free-breathing NAV-gated and bellows-gated LGE. Motion compensation was compared by blinded grading of image sharpness and motion ghosting (0 = worst, 2 = best). Inflow artifacts in the right inferior pulmonary vein (RIPV) and right superior PV (RSPV) were characterized on the same scale (0 = none, 2 = prominent). In patients, each PV was divided into four quadrants circumferentially in order to assess agreement about scar presence on both image sets. RESULTS: Respiratory compensation was not different (1.7 ± 0.5 vs. 1.6 ± 0.5, sharpness, 1.6 ± 0.5 vs. 1.6 ± 0.5, ghosting, P = NS) for bellows- and NAV-gated images. For NAV-gated LGE, inflow artifacts were more prominent in the RSPV than the RIPV (1.2 ± 0.8 vs. 0.7 ± 0.5, P = 0.046). Visually, inflow artifacts both obscured and mimicked the true scar. Disagreement on the presence of scar was found in 18% of the assessed quadrants, with 25% disagreement for RSPV quadrants (P = 0.01). CONCLUSION: Bellows-gated LGE provides similar respiratory compensation as NAV-gating, without inflow artifacts, leading to improved assessment of scar presence.


Subject(s)
Atrial Fibrillation/pathology , Gadolinium DTPA , Heart Atria/pathology , Image Enhancement/methods , Magnetic Resonance Imaging, Cine/methods , Respiratory-Gated Imaging Techniques/methods , Contrast Media , Female , Humans , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity
17.
Circ Arrhythm Electrophysiol ; 5(4): 691-700, 2012 Aug 01.
Article in English | MEDLINE | ID: mdl-22652692

ABSTRACT

BACKGROUND: Pulmonary vein reconnection after pulmonary vein isolation is common and is usually associated with recurrences of atrial fibrillation. We used cardiac magnetic resonance imaging after radiofrequency ablation to investigate the hypothesis that acute pulmonary vein isolation results from a combination of irreversible and reversible atrial injury. METHODS AND RESULTS: Delayed enhancement (DE; representing areas of acute tissue injury/necrosis) and T2-weighted (representing tissue water content, including edema) cardiac magnetic resonance scans were performed before, immediately after (acute), and later than 3 months (late) after pulmonary vein isolation in 25 patients with paroxysmal atrial fibrillation undergoing wide-area circumferential ablation. Images were analyzed as pairs of pulmonary veins to quantify the percentage of circumferential antral encirclement composed of DE, T2, and combined DE+T2 signal. Fourteen of 25 patients were atrial fibrillation free at 11-month follow-up (interquartile range, 8-16 months). These patients had higher DE (71±6.0%) and lower T2 signal (72±7.8%) encirclement on the acute scans compared with recurrences (DE, 55±9.1%; T2, 85±6.3%; P<0.05). Patients maintaining sinus rhythm had a lesser decline in DE between acute and chronic scans compared with recurrences (71±6.0% and 60±5.8% versus 55±9.1% and 34±7.3%, respectively). The percentage of encirclement by a combination of DE+T2 was almost similar in both groups on the acute scans (atrial fibrillation free, 89±5.4%; recurrences, 92±4.8%) but different on the chronic scans (60±5.7% versus 34±7.3%). CONCLUSIONS: The higher T2 signal on acute scans and greater decline in DE on chronic imaging in patients with recurrences suggest that they have more reversible tissue injury, providing a potential mechanism for pulmonary vein reconnection, resulting in arrhythmia recurrence.


Subject(s)
Atrial Fibrillation/surgery , Catheter Ablation , Heart Injuries/diagnosis , Magnetic Resonance Imaging , Pulmonary Veins/surgery , Adult , Aged , Atrial Fibrillation/diagnosis , Atrial Fibrillation/physiopathology , Catheter Ablation/adverse effects , Chi-Square Distribution , Edema, Cardiac/diagnosis , Edema, Cardiac/etiology , Female , Heart Atria/injuries , Heart Atria/pathology , Heart Injuries/etiology , Heart Injuries/pathology , Heart Injuries/physiopathology , Humans , Linear Models , London , Male , Middle Aged , Necrosis , Predictive Value of Tests , Pulmonary Veins/pathology , Pulmonary Veins/physiopathology , Recurrence , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome
18.
Pacing Clin Electrophysiol ; 34(2): 226-34, 2011 Feb.
Article in English | MEDLINE | ID: mdl-21029135

ABSTRACT

BACKGROUND: Failure rate for left ventricular (LV) lead implantation in cardiac resynchronization therapy (CRT) is up to 12%. The use of segmentation tools, advanced image registration software, and high-fidelity images from computerized tomography (CT) and cardiac magnetic resonance (CMR) of the coronary sinus (CS) can guide LV lead implantation. We evaluated the feasibility of advanced image registration onto live fluoroscopic images to allow successful LV lead placement. METHODS: Twelve patients (11 male, 59 ± 16.8 years) undergoing CRT had three-dimensional (3D) whole-heart imaging (six CT, six CMR). Eight patients had at least one previously failed LV lead implant. Using segmentation software, anatomical models of the cardiac chambers, CS, and its branches were overlaid onto the live fluoroscopy using a prototype version of the Philips EP Navigator software to guide lead implantation. RESULTS: We achieved high-fidelity segmentations of cardiac chambers, coronary vein anatomy, and accurate registration between the 3D anatomical models and the live fluoroscopy in all 12 patients confirmed by balloon occlusion angiography. The CS was cannulated successfully in every patient and in 11, an LV lead was implanted successfully. (One patient had no acceptable lead values due to extensive myocardial scar). CONCLUSION: Using overlaid 3D segmentations of the CS and cardiac chambers, it is feasible to guide CRT implantation in real time by fusing advanced imaging and fluoroscopy. This enabled successful CRT in a group of patients with previously failed implants. This technology has the potential to facilitate CRT and improve implant success.


Subject(s)
Cardiac Resynchronization Therapy , Coronary Sinus/diagnostic imaging , Coronary Sinus/pathology , Electrodes, Implanted , Heart Ventricles/surgery , Magnetic Resonance Imaging, Cine/methods , Tomography, X-Ray Computed/methods , Aged , Cardiac Resynchronization Therapy/methods , Cardiac Resynchronization Therapy Devices , Female , Heart Ventricles/diagnostic imaging , Heart Ventricles/pathology , Humans , Male , Prosthesis Implantation/methods , Surgery, Computer-Assisted
20.
J Magn Reson Imaging ; 33(1): 87-95, 2011 Jan.
Article in English | MEDLINE | ID: mdl-21182125

ABSTRACT

PURPOSE: To evaluate a cardiac MR (CMR) examination with slow infusion of a high-relaxivity contrast agent to visualize coronary venous anatomy (CVA) and myocardial scar in heart failure patients awaiting cardiac resynchronization therapy (CRT). MATERIALS AND METHODS: Fourteen patients awaiting CRT (seven ischemic cardiomyopathy (ICM) and seven non-ICM) and two with normal LV function underwent CMR on a 1.5 Tesla (T) MR scanner. Dimeglumine-gadobenate was slowly infused. Bolus arrival in the LV was measured by a dynamic electrocardiogram (ECG) -triggered inversion recovery (IR) scan subsequent to starting an ECG-triggered respiratory-navigated three-dimensional (3D) SSFP MR scan with IR preparation to acquire systolic whole-heart anatomy for vein visualization. Delayed contrast-enhanced MR scan was performed to assess myocardial scar. CVA obtained by CMR was compared with X-ray venography in 11 patients. CVA and scar were segmented and registered for visual inspection. RESULTS: For all subjects, there was excellent visualization of the CVA. All ICM and one non-ICM patient showed scar. There was excellent correlation between veins seen by CMR and venography. CONCLUSION: We have demonstrated that slow infusion protocol of dimeglumine-gadobenate can be used to assess both CVA and myocardial scar in a single MR examination. Furthermore, an image overlay technique has been used to show the relationship of scar to the CVA.


Subject(s)
Cardiomyopathies/pathology , Cicatrix/pathology , Coronary Vessel Anomalies/pathology , Gadolinium DTPA , Magnetic Resonance Imaging, Cine/methods , Veins/abnormalities , Veins/pathology , Cardiac Resynchronization Therapy , Contrast Media/administration & dosage , Coronary Vessels , Female , Gadolinium DTPA/administration & dosage , Humans , Image Enhancement/methods , Infusions, Intravenous , Male , Middle Aged , Patient Selection , Prognosis , Reproducibility of Results , Sensitivity and Specificity
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