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"SSFP"
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175 Novel cmr radiomic correlates with aortic stenosis severity in a single 3-chamber view
2023
BackgroundAortic stenosis (AS) is the most common valvular heart disease in developed countries with prevalence increasing with age. CMR is an important tool for the evaluation of AS, co-existing aortic disease and concurrent myocardial abnormalities. Whilst a 3-chamber aortic valve view is standard for most cardiac protocols, a full evaluation of the aortic valve including short-axis cine imaging of the valve and flow imaging in the ascending aorta incurs additional time penalty and is not necessary for all patients. We noted that the steady-state free precession (SSFP) signal of blood in the ascending aorta on a standard 3-chamber view was often reduced in those with aortic stenosis. Our aim was to develop radiomic analysis comparing the aortic to left ventricular (LV) blood ratio of SSFP signal with existing gold-standard imaging biomarkers of aortic stenosis.MethodsWe conducted a retrospective analysis of 53 patients with varying aortic stenosis severity. We manually measured a 1-2cm2 region of interest (ROI) in the aorta and LV in end-systole (Figure 1). We compared the signal intensity in the aorta ROI to the LV ROI (Ao:LV) with echocardiography parameters including dimensionless index (DI) and aortic valve maximum velocity (Vmax). Pearson correlation coefficient (R) was used to compare methods.ResultsPatients (n=53, median age 67 [24-91], 33/53 male) included none or trace AS (n=14), mild AS (n=12), moderate AS (n=8) and severe AS (n=19) according to echocardiography. Median time between CMR and echocardiography was 43 days [1-487]. There was a reasonable correlation (R=0.785, -0.771 respectively) between blood Ao:LV ratio of SSFP signal with DI and Vmax (Figure 2).ConclusionThe ratio of blood signal seen in SSFP 3-chamber cine images gives a reasonable approximation to aortic stenosis severity measured using gold-standard echocardiography strategies. It is potentially automatable and may allow identification of the subset of patients whose scans would be enhanced by need of dedicated aortic valve imaging.Abstract 175 Figure 1Example of a 3-chamber cine in a patient with aortic stenosis. A region of interest (ROI) in the aorta and left ventricle is manually measured in the end-systolic cardiac phase. The ratio of Ao:LV SSFP signal in this patient = 72.4:170.2 = 0.42Abstract 175 Figure 2Correlation plots comparing the dimensionless index and aortic valve maximum velocity derived from echocardiography with the blood ratio of SSFP signal taken in aorta and left ventricle in the 3-chamber cineConflict of InterestNone
Journal Article
Cerebrovascular activity is a major factor in the cerebrospinal fluid flow dynamics
by
de Zwart, Jacco A.
,
Duyn, Jeff H.
,
Wang, Yicun
in
Arousal
,
Autonomic nervous system
,
Balanced SSFP MRI
2022
•SSFP tagging allowed visualization of CSF flow of various amplitudes and time scales.•CSF flow by cardiac, respiratory and cerebrovascular activities was quantified using a dictionary method.•Cerebrovascular activity is a major contributor to pulsatile CSF flow.•The vasoactive CSF flow peaked at a 10.4 s delay from the end of deep inspiration.•BOLD fMRI corroborated the vasoactive nature of the delayed flow.
Cerebrospinal fluid (CSF) provides physical protection to the central nervous system as well as an essential homeostatic environment for the normal functioning of neurons. Additionally, it has been proposed that the pulsatile movement of CSF may assist in glymphatic clearance of brain metabolic waste products implicated in neurodegeneration. In awake humans, CSF flow dynamics are thought to be driven primarily by cerebral blood volume fluctuations resulting from a number of mechanisms, including a passive vascular response to blood pressure variations associated with cardiac and respiratory cycles. Recent research has shown that mechanisms that rely on the action of vascular smooth muscle cells (“cerebrovascular activity”) such as neuronal activity, changes in intravascular CO2, and autonomic activation from the brainstem, may lead to CSF pulsations as well. Nevertheless, the relative contribution of these mechanisms to CSF flow remains unclear. To investigate this further, we developed an MRI approach capable of disentangling and quantifying CSF flow components of different time scales associated with these mechanisms. This approach was evaluated on human control subjects (n = 12) performing intermittent voluntary deep inspirations, by determining peak flow velocities and displaced volumes between these mechanisms in the fourth ventricle.
We found that peak flow velocities were similar between the different mechanisms, while displaced volumes per cycle were about a magnitude larger for deep inspirations. CSF flow velocity peaked at around 10.4 s (range 7.1–14.8 s, n = 12) following deep inspiration, consistent with known cerebrovascular activation delays for this autonomic challenge. These findings point to an important role of cerebrovascular activity in the genesis of CSF pulsations. Other regulatory triggers for cerebral blood flow such as autonomic arousal and orthostatic challenges may create major CSF pulsatile movement as well. Future quantitative comparison of these and possibly additional types of CSF pulsations with the proposed approach may help clarify the conditions that affect CSF flow dynamics.
Journal Article
Lymphatic pathway evaluation in congenital heart disease using 3D whole-heart balanced steady state free precession and T2-weighted cardiovascular magnetic resonance
2021
Background
Due to passive blood flow in palliated single ventricle, central venous pressure increases chronically, ultimately impeding lymphatic drainage. Early visualization and treatment of these malformations is essential to reduce morbidity and mortality. Cardiovascular magnetic resonance (CMR) T2-weighted lymphangiography (T2w) is used for lymphatic assessment, but its low signal-to-noise ratio may result in incomplete visualization of thoracic duct pathway. 3D-balanced steady state free precession (3D-bSSFP) is commonly used to assess congenital cardiac disease anatomy. Here, we aimed to improve diagnostic imaging of thoracic duct pathway using 3D-bSSFP.
Methods
Patients underwent CMR during single ventricle or central lymphatic system assessment using T2w and 3D-bSSFP. T2w parameters included 3D-turbo spin echo (TSE), TE/TR = 600/2500 ms, resolution = 1 × 1 × 1.8 mm, respiratory triggering with bellows. 3D-bSSFP parameters included electrocardiogram triggering and diaphragm navigator, 1.6 mm isotropic resolution, TE/TR = 1.8/3.6 ms. Thoracic duct was identified independently in T2w and 3D-bSSFP images, tracked completely from cisterna chyli to its drainage site, and classified based on severity of lymphatic abnormalities.
Results
Forty-eight patients underwent CMR, 46 of whom were included in the study. Forty-five had congenital heart disease with single ventricle physiology. Median age at CMR was 4.3 year (range 0.9–35.1 year, IQR 2.4 year), and median weight was 14.4 kg (range, 7.9–112.9 kg, IQR 5.2 kg). Single ventricle with right dominant ventricle was noted in 31 patients. Thirty-eight patients (84%) were status post bidirectional Glenn and 7 (16%) were status post Fontan anastomosis. Thoracic duct visualization was achieved in 45 patients by T2w and 3D-bSSFP. Complete tracking to drainage site was attained in 11 patients (24%) by T2w vs 25 (54%) by 3D-bSSFP and in 28 (61%) by both. Classification of lymphatics was performed in 31 patients.
Conclusion
Thoracic duct pathway can be visualized by 3D-bSSFP combined with T2w lymphangiography. Cardiac triggering and respiratory navigation likely help retain lymphatic signal in the retrocardiac area by 3D-bSSFP. Visualizing lymphatic system leaks is challenging on 3D-bSSFP images alone, but 3D-bSSFP offers good visualization of duct anatomy and landmark structures to help plan interventions. Together, these sequences can define abnormal lymphatic pathway following single ventricle palliative surgery, thus guiding lymphatic interventional procedures.
Journal Article
Respiratory triggered 3D bSSFP MRI enables accurate noninvasive localization of the right adrenal vein confluence in primary aldosteronism
2026
Catheterization of the right adrenal vein (RAV) is a technically challenging step in adrenal venous sampling (AVS) for primary aldosteronism. Accurate preprocedural evaluation of RAV anatomy is essential for procedural success. To assess the feasibility of respiratory-triggered three-dimensional balanced steady-state free precession (RT-3D bSSFP) magnetic resonance imaging for visualizing the confluence of the RAV with the inferior vena cava (IVC), in comparison with contrast-enhanced computed tomography (CECT). In this retrospective study, we evaluated RT-3D bSSFP, CECT, and CV for RAV identification in patients who underwent all three examinations between April 2016 and March 2021. Two independent readers evaluated the vertical level of the RAV–IVC confluence relative to the vertebrae on each modality: CECT acquired during inspiration and RT-3D bSSFP obtained under free-breathing conditions. An independent interventional radiologist assessed catheter venography (CV) during both inspiration and expiration as the reference standard. Intraclass correlation coefficients (ICC [2,1]) were calculated for each modality. Additionally, the accuracy of detecting a common trunk with the accessory hepatic vein and inter-reader agreement (Cohen’s kappa) were assessed. Using CV as the reference standard and an equivalent margin of ± 0.5 vertebrae, and equivalence test was performed on CECT and RT-3D bSSFP, respectively. A total of 47 patients (38 males; mean age, 53 ± 12 years) were included. RT-3D bSSFP was successfully acquired in all cases. The ICC was 0.87 (95% confidence interval: 0.76, 0.93) for CECT and 0.81 (95% confidence interval: 0.67, 0.89) for RT-3D bSSFP. Equivalence in vertebral level was observed between RT-3D bSSFP and CV at expiration (
p
= 0.0023). Accuracy for detecting a common trunk was higher with RT-3D bSSFP than CECT, and inter-reader agreement was also higher (κ = 0.86 vs. 0.67). RT-3D bSSFP provides vertebral levels equivalent to CV at expiration within ± 0.5 vertebrae.
Journal Article
The impact of vessel size, orientation and intravascular contribution on the neurovascular fingerprint of BOLD bSSFP fMRI
by
Báez-Yánez, Mario Gilberto
,
Ehses, Philipp
,
Mirkes, Christian
in
Animals
,
Balanced SSFP
,
Blood
2017
Monte Carlo simulations have been used to analyze oxygenation-related signal changes in pass-band balanced steady state free precession (bSSFP) as well as in gradient echo (GE) and spin echo (SE) sequences. Signal changes were calculated for artificial cylinders and neurovascular networks acquired from the mouse parietal cortex by two-photon laser scanning microscopy at 1 μm isotropic resolution. Signal changes as a function of vessel size, blood volume, vessel orientation to the main magnetic field B0 as well as relations of intra- and extravascular and of micro- and macrovascular contributions have been analyzed. The results show that bSSFP is highly sensitive to extravascular and microvascular components. Furthermore, GE and bSSFP, and to a lesser extent SE, exhibit a strong dependence of their signal change on the orientation of the vessel network to B0.
•The contribution from capillaries is highest for SE, followed by bSSFP and is much lower for GE.•The intravascular contribution of bSSFP and SE is in the range of 5–10%, and negligible for GE at 9.4T.•BOLD signal change of GE, SE and bSSFP depend on orientation of cortex to B0.
Journal Article
Electrophysiological cardiovascular MR: procedure-ready mesh model generation for interventional guidance based on non-selective excitation compressed sensing whole heart imaging
2024
Fully CMR-guided electrophysiological interventions (EP-CMR) have recently been introduced but data on the optimal CMR imaging protocol are scarce. This study determined the clinical utility of 3D non-selective whole heart steady-state free precession imaging using compressed SENSE (nsWHcs) for automatic segmentation of cardiac cavities as the basis for targeted catheter navigation during EP-CMR cavo-tricuspid isthmus ablation. Fourty-two consecutive patients with isthmus-dependent right atrial flutter underwent EP-CMR radiofrequency ablations. nsWHcs succeeded in all patients (nominal scan duration, 98 ± 10 s); automatic segmentation/generation of surface meshes of right-sided cavities exhibited short computation times (16 ± 3 s) with correct delineation of right atrium, right ventricle, tricuspid annulus and coronary sinus ostium in 100%, 100%, 100% and 95%, respectively. Point-by-point ablation adhered to the predefined isthmus line in 62% of patients (26/42); activation mapping confirmed complete bidirectional isthmus block (conduction time difference, 136 ± 28 ms). nsWHcs ensured automatic and reliable 3D segmentation of targeted endoluminal cavities, multiplanar reformatting and image fusion (e.g. activation time measurements) and represented the basis for precise real-time active catheter navigation during EP-CMR ablations of isthmus-dependent right atrial flutter. Hence, nsWHcs can be considered a key component in order to advance EP-CMR towards the ultimate goal of targeted substrate-based ablation procedures.
Journal Article
Robust functional mapping of layer-selective responses in human lateral geniculate nucleus with high-resolution 7T fMRI
2020
The lateral geniculate nucleus (LGN) of the thalamus is the major subcortical relay of retinal input to the visual cortex. It plays important roles in visual perception and cognition and is closely related with several eye diseases and brain disorders. Primate LGNs mainly consist of six layers of monocular neurons with distinct cell types and functions. The non-invasive measure of layer-selective activities of the human LGN would have broad scientific and clinical implications. Using high-resolution functional magnetic resonance imaging (fMRI) at 7 Tesla (T) and carefully designed visual stimuli, we achieved robust functional mapping of eye-specific and also magnocellular/parvocellular-specific laminar patterns of the human LGN. These laminar patterns were highly reproducible with different pulse sequences scanned on separate days, between different subjects, and were in remarkable consistency with the simulation from high-resolution histology of the human LGNs. These findings clearly demonstrate that 7T fMRI can robustly resolve layer-specific responses of the human LGN. This paves the way for future investigation of the critical roles of the LGN in human visual perception and cognition, as well as the neural mechanisms of many developmental and neurodegenerative diseases.
Journal Article
A dual-stage partially interpretable neural network for joint suppression of bSSFP banding and flow artifacts in non-phase-cycled cine imaging
2023
PurposeTo develop a partially interpretable neural network for joint suppression of banding and flow artifacts in non-phase-cycled bSSFP cine imaging.MethodsA dual-stage neural network consisting of a voxel-identification (VI) sub-network and artifact-suppression (AS) sub-network is proposed. The VI sub-network provides identification of artifacts, which guides artifact suppression and improves interpretability. The AS sub-network reduces banding and flow artifacts. Short-axis cine images of 12 frequency offsets from 28 healthy subjects were used to train and test the dual-stage network. An additional 77 patients were retrospectively enrolled to evaluate its clinical generalizability. For healthy subjects, artifact suppression performance was analyzed by comparison with traditional phase cycling. The partial interpretability provided by the VI sub-network was analyzed via correlation analysis. Generalizability was evaluated for cine obtained with different sequence parameters and scanners. For patients, artifact suppression performance and partial interpretability of the network were qualitatively evaluated by 3 clinicians. Cardiac function before and after artifact suppression was assessed via left ventricular ejection fraction (LVEF).ResultsFor the healthy subjects, visual inspection and quantitative analysis found a considerable reduction of banding and flow artifacts by the proposed network. Compared with traditional phase cycling, the proposed network improved flow artifact scores (4.57 ± 0.23 vs 3.40 ± 0.38, P = 0.002) and overall image quality (4.33 ± 0.22 vs 3.60 ± 0.38, P = 0.002). The VI sub-network well identified the location of banding and flow artifacts in the original movie and significantly correlated with the change of signal intensities in these regions. Changes of imaging parameters or the scanner did not cause a significant change of overall image quality relative to the baseline dataset, suggesting a good generalizability. For the patients, qualitative analysis showed a significant improvement of banding artifacts (4.01 ± 0.50 vs 2.77 ± 0.40, P < 0.001), flow artifacts (4.22 ± 0.38 vs 2.97 ± 0.57, P < 0.001), and image quality (3.91 ± 0.45 vs 2.60 ± 0.43, P < 0.001) relative to the original cine. The artifact suppression slightly reduced the LVEF (mean bias = -1.25%, P = 0.01).ConclusionsThe dual-stage network simultaneously reduces banding and flow artifacts in bSSFP cine imaging with a partial interpretability, sparing the need for sequence modification. The method can be easily deployed in a clinical setting to identify artifacts and improve cine image quality.
Journal Article
Quantification of global myocardial function by cine MRI deformable registration-based analysis: Comparison with MR feature tracking and speckle-tracking echocardiography
2017
Objectives
To evaluate deformable registration algorithms (DRA)-based quantification of cine steady-state free-precession (SSFP) for myocardial strain assessment in comparison with feature-tracking (FT) and speckle-tracking echocardiography (STE).
Methods
Data sets of 28 patients/10 volunteers, undergoing same-day 1.5T cardiac MRI and echocardiography were included. LV global longitudinal (GLS), circumferential (GCS) and radial (GRS) peak systolic strain were assessed on cine SSFP data using commercially available FT algorithms and prototype DRA-based algorithms. STE was applied as standard of reference for accuracy, precision and intra-/interobserver reproducibility testing.
Results
DRA showed narrower limits of agreement compared to STE for GLS (-4.0 [-0.9,-7.9]) and GCS (-5.1 [1.1,-11.2]) than FT (3.2 [11.2,-4.9]; 3.8 [13.9,-6.3], respectively). While both DRA and FT demonstrated significant differences to STE for GLS and GCS (all p<0.001), only DRA correlated significantly to STE for GLS (r=0.47; p=0.006). However, good correlation was demonstrated between MR techniques (GLS:r=0.74; GCS:r=0.80; GRS:r=0.45, all p<0.05). Comparing DRA with FT, intra-/interobserver coefficient of variance was lower (1.6 %/3.2 % vs. 6.4 %/5.7 %) and intraclass-correlation coefficient was higher. DRA GCS and GRS data presented zero variability for repeated observations.
Conclusions
DRA is an automated method that allows myocardial deformation assessment with superior reproducibility compared to FT.
Key Points
•
Inverse deformable registration algorithms (DRA) allow myocardial strain analysis on cine MRI.
•
Inverse DRA demonstrated superior reproducibility compared to feature-tracking (FT) methods.
•
Cine MR DRA and FT analysis demonstrate differences to speckle-tracking echocardiography
•
DRA demonstrated better correlation with STE than FT for MR-derived global strain data.
Journal Article
Myocardial late gadolinium enhancement using delayed 3D IR-FLASH in the pediatric population: feasibility and diagnostic performance compared to single-shot PSIR-bSSFP
2023
This study compares three-dimensional (3D) high-resolution (HR) late gadolinium enhancement (LGE; 3D HR-LGE) imaging using a respiratory navigated, electrocardiographically-gated inversion recovery gradient echo sequence with conventional LGE imaging using a single-shot phase-sensitive inversion recovery (PSIR) balanced steady-state free precession (bSSFP; PSIR-bSSFP) sequence for routine clinical use in the pediatric population.
Pediatric patients (0–18 years) who underwent clinical cardiovascular magnetic resonance (CMR) with both 3D HR-LGE and single-shot PSIR-bSSFP LGE between January 2018 and June 2020 were included. Image quality (0–4) and detection of LGE in the left ventricle (LV) (per 17 segments), in the right ventricle (RV) (per 3 segments), as endocardial fibroelastosis (EFE), at the hinge points, and at the papillary muscles was analyzed by two blinded readers for each sequence. Ratios of the mean signal intensity of LGE to normal myocardium (LGE:Myo) and to LV blood pool (LGE:Blood) were recorded. Data is presented as median (1st–3rd quartiles). Wilcoxon signed rank test and chi-square analyses were used as appropriate. Inter-rater agreement was analyzed using weighted κ-statistics.
102 patients were included with median age at CMR of 8 (1–13) years-old and 44% of exams performed under general anesthesia. LGE was detected in 55% of cases. 3D HR LGE compared to single-shot PSIR-bSSFP had longer scan time [4:30 (3:35–5:34) vs 1:11 (0:47–1:32) minutes, p < 0.001], higher image quality ratings [3 (3–4) vs 2 (2–3), p < 0.001], higher LGE:Myo [23.7 (16.9–31.2) vs 5.0 (2.9–9.0), p < 0.001], detected more segments of LGE in both the LV [4 (2–8) vs 3 (1–7), p = 0.045] and RV [1 (1–1) vs 1 (0–1), p < 0.001], and also detected more cases of LGE with 13/56 (23%) of patients with LGE only detectable by 3D HR LGE (p < 0.001). 3D HR LGE specifically detected a greater proportion of RV LGE (27/27 vs 17/27, p < 0.001), EFE (11/11 vs 5/11, p = 0.004), and papillary muscle LGE (14/15 vs 4/15, p < 0.001). Inter-rater agreement for the recorded variables ranged from 0.42 to 1.00.
3D HR LGE achieves greater image quality and detects more LGE than conventional single-shot PSIR-bSSFP LGE imaging, and should be considered an alternative to conventional LGE sequences for routine clinical use in the pediatric population.
Journal Article