88 results on '"Boada FE"'
Search Results
2. A noise-robust post-processing pipeline for accelerated phase-cycled 23 Na Multi-Quantum Coherences MRI.
- Author
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Licht C, Ilicak E, Boada FE, Guye M, Zöllner FG, Schad LR, and Rapacchi S
- Abstract
Purpose: To develop an improved post-processing pipeline for noise-robust accelerated phase-cycled Cartesian Single (SQ) and Triple Quantum (TQ) sodium (
23 Na) Magnetic Resonance Imaging (MRI) of in vivo human brain at 7 T., Theory and Methods: Our pipeline aims to tackle the challenges of23 Na Multi-Quantum Coherences (MQC) MRI including low Signal-to-Noise Ratio (SNR) and time-consuming Radiofrequency (RF) phase-cycling. Our method combines low-rank k-space denoising for SNR enhancement with Dynamic Mode Decomposition (DMD) to robustly separate SQ and TQ signal components. This separation is crucial for computing the TQ/SQ ratio, a key parameter of23 Na MQC MRI. We validated our pipeline in silico, in vitro and in vivo in healthy volunteers, comparing it with conventional denoising and Fourier transform (FT) methods. Additionally, we assessed its robustness through ablation experiments simulating a corrupted RF phase-cycle step., Results: Our denoising algorithm doubled SNR compared to non-denoised images and enhanced SNR by up to 29% compared to Wavelet denoising. The low-rank approach produced high-quality images even at later echo times, allowing reduced signal averaging. DMD effectively separated the SQ and TQ signals, even with missing RF phase cycle steps, resulting in superior Structural Similarity (SSIM) of 0.89±0.024 and lower Root Mean Squared Error (RMSE) of 0.055±0.008 compared to conventional FT methods (SSIM=0.71±0.061, RMSE=0.144±0.036). This pipeline enabled high-quality 8x8x15mm3 in vivo23 Na MQC MRI, with a reduction in acquisition time from 48 to 10 min at 7 T., Conclusion: The proposed pipeline improves robustness in23 Na MQC MRI by exploiting low-rank properties to denoise signals and DMD to effectively separate SQ and TQ signals. This approach ensures high-quality MR images of both SQ and TQ components, even in accelerated and incomplete RF phase-cycling cases., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Author(s). Published by Elsevier GmbH.. All rights reserved.)- Published
- 2025
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3. Improved reconstruction of crossing fibers in the mouse optic pathways with orientation distribution function fingerprinting.
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Filipiak P, Sajitha TA, Shepherd TM, Clarke K, Goldman H, Placantonakis DG, Zhang J, Chan KC, Boada FE, and Baete SH
- Subjects
- Animals, Mice, Mice, Inbred C57BL, Magnetic Resonance Imaging methods, Diffusion Tensor Imaging methods, Diffusion Magnetic Resonance Imaging methods, White Matter
- Abstract
Purpose: The accuracy of diffusion MRI tractography reconstruction decreases in the white matter regions with crossing fibers. The optic pathways in rodents provide a challenging structure to test new diffusion tractography approaches because of the small crossing volume within the optic chiasm and the unbalanced 9:1 proportion between the contra- and ipsilateral neural projections from the retina to the lateral geniculate nucleus, respectively., Methods: Common approaches based on Orientation Distribution Function (ODF) peak finding or statistical inference were compared qualitatively and quantitatively to ODF Fingerprinting (ODF-FP) for reconstruction of crossing fibers within the optic chiasm using in vivo diffusion MRI ( n = 18 $$ n=18 $$ healthy C57BL/6 mice). Manganese-Enhanced MRI (MEMRI) was obtained after intravitreal injection of manganese chloride and used as a reference standard for the optic pathway anatomy., Results: ODF-FP outperformed by over 100% all the tested methods in terms of the ratios between the contra- and ipsilateral segments of the reconstructed optic pathways as well as the spatial overlap between tractography and MEMRI., Conclusion: In this challenging model system, ODF-Fingerprinting reduced uncertainty of diffusion tractography for complex structural formations of fiber bundles., (© 2023 International Society for Magnetic Resonance in Medicine.)
- Published
- 2024
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4. Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge.
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Girard G, Rafael-Patiño J, Truffet R, Aydogan DB, Adluru N, Nair VA, Prabhakaran V, Bendlin BB, Alexander AL, Bosticardo S, Gabusi I, Ocampo-Pineda M, Battocchio M, Piskorova Z, Bontempi P, Schiavi S, Daducci A, Stafiej A, Ciupek D, Bogusz F, Pieciak T, Frigo M, Sedlar S, Deslauriers-Gauthier S, Kojčić I, Zucchelli M, Laghrissi H, Ji Y, Deriche R, Schilling KG, Landman BA, Cacciola A, Basile GA, Bertino S, Newlin N, Kanakaraj P, Rheault F, Filipiak P, Shepherd TM, Lin YC, Placantonakis DG, Boada FE, Baete SH, Hernández-Gutiérrez E, Ramírez-Manzanares A, Coronado-Leija R, Stack-Sánchez P, Concha L, Descoteaux M, Mansour L S, Seguin C, Zalesky A, Marshall K, Canales-Rodríguez EJ, Wu Y, Ahmad S, Yap PT, Théberge A, Gagnon F, Massi F, Fischi-Gomez E, Gardier R, Haro JLV, Pizzolato M, Caruyer E, and Thiran JP
- Subjects
- Humans, Brain diagnostic imaging, Monte Carlo Method, Phantoms, Imaging, Image Processing, Computer-Assisted methods, Diffusion Magnetic Resonance Imaging methods
- Abstract
Estimating structural connectivity from diffusion-weighted magnetic resonance imaging is a challenging task, partly due to the presence of false-positive connections and the misestimation of connection weights. Building on previous efforts, the MICCAI-CDMRI Diffusion-Simulated Connectivity (DiSCo) challenge was carried out to evaluate state-of-the-art connectivity methods using novel large-scale numerical phantoms. The diffusion signal for the phantoms was obtained from Monte Carlo simulations. The results of the challenge suggest that methods selected by the 14 teams participating in the challenge can provide high correlations between estimated and ground-truth connectivity weights, in complex numerical environments. Additionally, the methods used by the participating teams were able to accurately identify the binary connectivity of the numerical dataset. However, specific false positive and false negative connections were consistently estimated across all methods. Although the challenge dataset doesn't capture the complexity of a real brain, it provided unique data with known macrostructure and microstructure ground-truth properties to facilitate the development of connectivity estimation methods., Competing Interests: Declaration of Competing Interest The authors declare no competing interests., (Copyright © 2023 The Author(s). Published by Elsevier Inc. All rights reserved.)
- Published
- 2023
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5. Diffusion phantom study of fiber crossings at varied angles reconstructed with ODF-Fingerprinting.
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Filipiak P, Shepherd TM, Basler L, Zuccolotto A, Placantonakis DG, Schneider W, Boada FE, and Baete SH
- Abstract
White matter fiber reconstructions based on seeking local maxima of Orientation Distribution Functions (ODFs) typically fail to identify fibers crossing at narrow angles below 45°. ODF-Fingerprinting (ODF-FP) replaces the ODF maxima localization mechanism with pattern matching, allowing the use of all information stored in ODFs. In this work, we study the ability of ODF-FP to reconstruct fibers crossing at varied angles spanning 10°-90° in physical diffusion phantoms composed of textile tubes with 0.8μm diameter, approaching the anatomical scale of axons. Our results show that ODF-FP is able to correctly identify 80 ± 8% of the crossing fibers regardless of the crossing angle and provide the highest average reconstruction accuracy.
- Published
- 2023
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6. Stepwise Stochastic Dictionary Adaptation Improves Microstructure Reconstruction with Orientation Distribution Function Fingerprinting.
- Author
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Filipiak P, Shepherd T, Basler L, Zuccolotto A, Placantonakis DG, Schneider W, Boada FE, and Baete SH
- Abstract
Fitting of the multicompartment biophysical model of white matter is an ill-posed optimization problem. One approach to make it computationally tractable is through Orientation Distribution Function (ODF) Fingerprinting. However, the accuracy of this method relies solely on ODF dictionary generation mechanisms which either sample the microstructure parameters on a multidimensional grid or draw them randomly with a uniform distribution. In this paper, we propose a stepwise stochastic adaptation mechanism to generate ODF dictionaries tailored specifically to the diffusion-weighted images in hand. The results we obtained on a diffusion phantom and in vivo human brain images show that our reconstructed diffusivities are less noisy and the separation of a free water fraction is more pronounced than for the prior (uniform) distribution of ODF dictionaries.
- Published
- 2022
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7. Performance of orientation distribution function-fingerprinting with a biophysical multicompartment diffusion model.
- Author
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Filipiak P, Shepherd T, Lin YC, Placantonakis DG, Boada FE, and Baete SH
- Subjects
- Brain diagnostic imaging, Corpus Callosum diagnostic imaging, Diffusion Magnetic Resonance Imaging methods, Image Processing, Computer-Assisted methods, Algorithms, White Matter
- Abstract
Purpose: Orientation Distribution Function (ODF) peak finding methods typically fail to reconstruct fibers crossing at shallow angles below 40°, leading to errors in tractography. ODF-Fingerprinting (ODF-FP) with the biophysical multicompartment diffusion model allows for breaking this barrier., Methods: A randomized mechanism to generate a multidimensional ODF-dictionary that covers biologically plausible ranges of intra- and extra-axonal diffusivities and fraction volumes is introduced. This enables ODF-FP to address the high variability of brain tissue. The performance of the proposed approach is evaluated on both numerical simulations and a reconstruction of major fascicles from high- and low-resolution in vivo diffusion images., Results: ODF-FP with the suggested modifications correctly identifies fibers crossing at angles as shallow as 10 degrees in the simulated data. In vivo, our approach reaches 56% of true positives in determining fiber directions, resulting in visibly more accurate reconstruction of pyramidal tracts, arcuate fasciculus, and optic radiations than the state-of-the-art techniques. Moreover, the estimated diffusivity values and fraction volumes in corpus callosum conform with the values reported in the literature., Conclusion: The modified ODF-FP outperforms commonly used fiber reconstruction methods at shallow angles, which improves deterministic tractography outcomes of major fascicles. In addition, the proposed approach allows for linearization of the microstructure parameters fitting problem., (© 2022 International Society for Magnetic Resonance in Medicine.)
- Published
- 2022
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8. Free-breathing radial imaging using a pilot-tone radiofrequency transmitter for detection of respiratory motion.
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Solomon E, Rigie DS, Vahle T, Paška J, Bollenbeck J, Sodickson DK, Boada FE, Block KT, and Chandarana H
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- Humans, Image Enhancement, Image Processing, Computer-Assisted, Imaging, Three-Dimensional, Magnetic Resonance Imaging, Motion, Respiration, Artifacts, Respiratory-Gated Imaging Techniques
- Abstract
Purpose: To describe an approach for detection of respiratory signals using a transmitted radiofrequency (RF) reference signal called Pilot-Tone (PT) and to use the PT signal for creation of motion-resolved images based on 3D stack-of-stars imaging under free-breathing conditions., Methods: This work explores the use of a reference RF signal generated by a small RF transmitter, placed outside the MR bore. The reference signal is received in parallel to the MR signal during each readout. Because the received PT amplitude is modulated by the subject's breathing pattern, a respiratory signal can be obtained by detecting the strength of the received PT signal over time. The breathing-induced PT signal modulation can then be used for reconstructing motion-resolved images from free-breathing scans. The PT approach was tested in volunteers using a radial stack-of-stars 3D gradient echo (GRE) sequence with golden-angle acquisition., Results: Respiratory signals derived from the proposed PT method were compared to signals from a respiratory cushion sensor and k-space-center-based self-navigation under different breathing conditions. Moreover, the accuracy was assessed using a modified acquisition scheme replacing the golden-angle scheme by a zero-angle acquisition. Incorporating the PT signal into eXtra-Dimensional (XD) motion-resolved reconstruction led to improved image quality and clearer anatomical depiction of the lung and liver compared to k-space-center signal and motion-averaged reconstruction, when binned into 6, 8, and 10 motion states., Conclusion: PT is a novel concept for tracking respiratory motion. Its small dimension (8 cm), high sampling rate, and minimal interaction with the imaging scan offers great potential for resolving respiratory motion., (© 2020 International Society for Magnetic Resonance in Medicine.)
- Published
- 2021
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9. Mapping brain-behavior networks using functional and structural connectome fingerprinting in the HCP dataset.
- Author
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Lin YC, Baete SH, Wang X, and Boada FE
- Subjects
- Adult, Brain diagnostic imaging, Female, Humans, Magnetic Resonance Imaging, Male, Nerve Net diagnostic imaging, Young Adult, Connectome
- Abstract
Introduction: Connectome analysis of the human brain's structural and functional architecture provides a unique opportunity to understand the organization of the brain's functional architecture. In previous studies, connectome fingerprinting using brain functional connectivity profiles as an individualized trait was able to predict an individual's neurocognitive performance from the Human Connectome Project (HCP) neurocognitive datasets., Materials and Methods: In the present study, we extend connectome fingerprinting from functional connectivity (FC) to structural connectivity (SC), identifying multiple relationships between behavioral traits and brain connectivity. Higher-order neurocognitive tasks were found to have a weaker association with structural connectivity than its functional connectivity counterparts., Results: Neurocognitive tasks with a higher sensory footprint were, however, found to have a stronger association with structural connectivity than their functional connectivity counterparts. Language behavioral measurements had a particularly stronger correlation, especially between performance on the picture language test (Pic Vocab) and both FC (r = .28, p < .003) and SC (r = 0.27, p < .00077)., Conclusions: At the neural level, we found that the pattern of structural brain connectivity related to high-level language performance is consistent with the language white matter regions identified in presurgical mapping. We illustrate how this approach can be used to generalize the connectome fingerprinting framework to structural connectivity and how this can help understand the connections between cognitive behavior and the white matter connectome of the brain., (© 2020 The Authors. Brain and Behavior published by Wiley Periodicals LLC.)
- Published
- 2020
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10. Noninvasive PET Imaging of CDK4/6 Activation in Breast Cancer.
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Ramos N, Baquero-Buitrago J, Ben Youss Gironda Z, Wadghiri YZ, Reiner T, Boada FE, and Carlucci G
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- Animals, Biological Transport, Breast Neoplasms pathology, Cyclin-Dependent Kinase 4 antagonists & inhibitors, Cyclin-Dependent Kinase 6 antagonists & inhibitors, Enzyme Activation, Female, Fluorine Radioisotopes, Half-Life, Humans, Isotope Labeling, MCF-7 Cells, Mice, Protein Kinase Inhibitors chemistry, Protein Kinase Inhibitors metabolism, Protein Kinase Inhibitors pharmacokinetics, Radiochemistry, Tissue Distribution, Breast Neoplasms diagnostic imaging, Cyclin-Dependent Kinase 4 metabolism, Cyclin-Dependent Kinase 6 metabolism, Positron-Emission Tomography methods, Protein Kinase Inhibitors pharmacology
- Abstract
The cell cycle is a progression of 4 distinct phases (G1, S, G2, and M), with various cycle proteins being essential in regulating this process. We aimed to develop a radiolabeled cyclin-dependent kinase 4/6 (CDK4/6) inhibitor for breast cancer imaging. Our transfluorinated analog (
18 F-CDKi) was evaluated and validated as a novel PET imaging agent to quantify CDK4/6 expression in estrogen receptor (ER)-positive human epidermal growth factor receptor 2 (HER2 )-negative breast cancer. Methods:18 F-CDKi was synthesized and assayed against CDK4/6 kinases.18 F-CDKi was prepared with a 2-step automated synthetic strategy that yielded the final product with remarkable purity and molar activity. In vitro and in vivo biologic specificity was assessed in a MCF-7 cell line and in mice bearing MCF-7 breast tumors. Nonradioactive palbociclib was used as a blocking agent to investigate the binding specificity and selectivity of18 F-CDKi. Results:18 F-CDKi was obtained with an overall radiochemical uncorrected yield of 15% and radiochemical purity higher than 98%. The total time from the start of synthesis to the final injectable formulated tracer is 70 min. The retention time reported for18 F-CDKi and19 F-CDKi is 27.4 min as demonstrated by coinjection with19 F-CDKi in a high-pressure liquid chromatograph. In vivo blood half-life (weighted, 7.03 min) and octanol/water phase partition coefficient (1.91 ± 0.24) showed a mainly lipophilic behavior.18 F-CDKi is stable in vitro and in vivo (>98% at 4 h after injection) and maintained its potent targeting affinity to CDK4/6. Cellular uptake experiments performed on the MCF-7 breast cancer cell line (ER-positive and HER2 -negative) demonstrated specific uptake with a maximum intracellular concentration of about 65% as early as 10 min after incubation. The tracer uptake was reduced to less than 5% when cells were coincubated with a molar excess of palbociclib. In vivo imaging and ex vivo biodistribution of ER-positive, HER2 -negative MCF-7 breast cancer models showed a specific uptake of approximately 4% injected dose/g of tumor (reduced to ∼0.3% with a 50-fold excess of cold palbociclib). A comprehensive biodistribution analysis also revealed a significantly lower activation of CDK4/6 in nontargeting organs. Conclusion:18 F-CDKi represents the first18 F PET CDK4/6 imaging agent and a promising imaging agent for ER-positive, HER2 -negative breast cancer., (© 2020 by the Society of Nuclear Medicine and Molecular Imaging.)- Published
- 2020
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11. Respiratory Motion Detection and Correction for MR Using the Pilot Tone: Applications for MR and Simultaneous PET/MR Examinations.
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Vahle T, Bacher M, Rigie D, Fenchel M, Speier P, Bollenbeck J, Schäfers KP, Kiefer B, and Boada FE
- Subjects
- Humans, Motion, Phantoms, Imaging, Reproducibility of Results, Image Processing, Computer-Assisted methods, Lung physiology, Magnetic Resonance Imaging methods, Multimodal Imaging methods, Positron-Emission Tomography methods, Respiration
- Abstract
Objectives: The aim of this study was to develop a method for tracking respiratory motion throughout full MR or PET/MR studies that requires only minimal additional hardware and no modifications to the sequences., Materials and Methods: Patient motion that is caused by respiration affects the quality of the signal of the individual radiofrequency receive coil elements. This effect can be detected as a modulation of a monofrequent signal that is emitted by a small portable transmitter placed inside the bore (Pilot Tone). The frequency is selected such that it is located outside of the frequency band of the actual MR readout experiment but well within the bandwidth of the radiofrequency receiver, that is, the oversampling area. Temporal variations of the detected signal indicate motion. After extraction of the signal from the raw data, principal component analysis was used to identify respiratory motion. The approach and potential applications during MR and PET/MR examinations that rely on a continuous respiratory signal were validated with an anthropomorphic, PET/MR-compatible motion phantom as well as in a volunteer study., Results: Respiratory motion detection and correction were presented for MR and PET data in phantom and volunteer studies. The Pilot Tone successfully recovered the ground-truth respiratory signal provided by the phantom., Conclusions: The presented method provides reliable respiratory motion tracking during arbitrary imaging sequences throughout a full PET/MR study. All results can directly be transferred to MR-only applications as well.
- Published
- 2020
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12. Fingerprinting Orientation Distribution Functions in diffusion MRI detects smaller crossing angles.
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Baete SH, Cloos MA, Lin YC, Placantonakis DG, Shepherd T, and Boada FE
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- Algorithms, Brain anatomy & histology, Computer Simulation, Humans, Neural Pathways anatomy & histology, Neural Pathways diagnostic imaging, Reproducibility of Results, Signal-To-Noise Ratio, White Matter anatomy & histology, Brain diagnostic imaging, Brain Mapping methods, Diffusion Magnetic Resonance Imaging, Image Processing, Computer-Assisted methods, White Matter diagnostic imaging
- Abstract
Diffusion tractography is routinely used to study white matter architecture and brain connectivity in vivo. A key step for successful tractography of neuronal tracts is the correct identification of tract directions in each voxel. Here we propose a fingerprinting-based methodology to identify these fiber directions in Orientation Distribution Functions, dubbed ODF-Fingerprinting (ODF-FP). In ODF-FP, fiber configurations are selected based on the similarity between measured ODFs and elements in a pre-computed library. In noisy ODFs, the library matching algorithm penalizes the more complex fiber configurations. ODF simulations and analysis of bootstrapped partial and whole-brain in vivo datasets show that the ODF-FP approach improves the detection of fiber pairs with small crossing angles while maintaining fiber direction precision, which leads to better tractography results. Rather than focusing on the ODF maxima, the ODF-FP approach uses the whole ODF shape to infer fiber directions to improve the detection of fiber bundles with small crossing angle. The resulting fiber directions aid tractography algorithms in accurately displaying neuronal tracts and calculating brain connectivity., (Copyright © 2019 Elsevier Inc. All rights reserved.)
- Published
- 2019
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13. Cardiorespiratory motion-tracking via self-refocused rosette navigators.
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Rigie D, Vahle T, Zhao T, Czekella B, Frohwein LJ, Schäfers K, and Boada FE
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- Anthropometry, Humans, Models, Cardiovascular, Phantoms, Imaging, Respiration, Heart diagnostic imaging, Image Processing, Computer-Assisted methods, Magnetic Resonance Imaging, Motion, Positron-Emission Tomography
- Abstract
Purpose: To develop a flexible method for tracking respiratory and cardiac motions throughout MR and PET-MR body examinations that requires no additional hardware and minimal sequence modification., Methods: The incorporation of a contrast-neutral rosette navigator module following the RF excitation allows for robust cardiorespiratory motion tracking with minimal impact on the host sequence. Spatial encoding gradients are applied to the FID signal and the desired motion signals are extracted with a blind source separation technique. This approach is validated with an anthropomorphic, PET-MR-compatible motion phantom as well as in 13 human subjects., Results: Both respiratory and cardiac motions were reliably extracted from the proposed rosette navigator in phantom and patient studies. In the phantom study, the MR-derived motion signals were additionally validated against the ground truth measurement of diaphragm displacement and left ventricle model triggering pulse., Conclusion: The proposed method yields accurate respiratory and cardiac motion-state tracking, requiring only a short (1.76 ms) additional navigator module, which is self-refocusing and imposes minimal constraints on sequence design., (© 2019 International Society for Magnetic Resonance in Medicine.)
- Published
- 2019
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14. Using fMRI connectivity to define a treatment-resistant form of post-traumatic stress disorder.
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Etkin A, Maron-Katz A, Wu W, Fonzo GA, Huemer J, Vértes PE, Patenaude B, Richiardi J, Goodkind MS, Keller CJ, Ramos-Cejudo J, Zaiko YV, Peng KK, Shpigel E, Longwell P, Toll RT, Thompson A, Zack S, Gonzalez B, Edelstein R, Chen J, Akingbade I, Weiss E, Hart R, Mann S, Durkin K, Baete SH, Boada FE, Genfi A, Autea J, Newman J, Oathes DJ, Lindley SE, Abu-Amara D, Arnow BA, Crossley N, Hallmayer J, Fossati S, Rothbaum BO, Marmar CR, Bullmore ET, and O'Hara R
- Subjects
- Attention, Behavior, Brain Mapping, Comorbidity, Electroencephalography, Humans, Mental Recall, Rest, Stress Disorders, Post-Traumatic psychology, Transcranial Magnetic Stimulation, Treatment Outcome, Magnetic Resonance Imaging, Nerve Net physiopathology, Stress Disorders, Post-Traumatic physiopathology, Stress Disorders, Post-Traumatic therapy
- Abstract
A mechanistic understanding of the pathology of psychiatric disorders has been hampered by extensive heterogeneity in biology, symptoms, and behavior within diagnostic categories that are defined subjectively. We investigated whether leveraging individual differences in information-processing impairments in patients with post-traumatic stress disorder (PTSD) could reveal phenotypes within the disorder. We found that a subgroup of patients with PTSD from two independent cohorts displayed both aberrant functional connectivity within the ventral attention network (VAN) as revealed by functional magnetic resonance imaging (fMRI) neuroimaging and impaired verbal memory on a word list learning task. This combined phenotype was not associated with differences in symptoms or comorbidities, but nonetheless could be used to predict a poor response to psychotherapy, the best-validated treatment for PTSD. Using concurrent focal noninvasive transcranial magnetic stimulation and electroencephalography, we then identified alterations in neural signal flow in the VAN that were evoked by direct stimulation of that network. These alterations were associated with individual differences in functional fMRI connectivity within the VAN. Our findings define specific neurobiological mechanisms in a subgroup of patients with PTSD that could contribute to the poor response to psychotherapy., (Copyright © 2019 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.)
- Published
- 2019
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15. MRI Evidence of Altered Callosal Sodium in Mild Traumatic Brain Injury.
- Author
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Grover H, Qian Y, Boada FE, Lakshmanan K, Flanagan S, and Lui YW
- Subjects
- Adult, Aged, Female, Humans, Magnetic Resonance Imaging methods, Male, Middle Aged, Pilot Projects, Young Adult, Brain Concussion metabolism, Corpus Callosum chemistry, Sodium analysis
- Abstract
Background and Purpose: Mild traumatic brain injury is a leading cause of death and disability worldwide with 42 million cases reported annually, increasing the need to understand the underlying pathophysiology because this could help guide the development of targeted therapy. White matter, particularly the corpus callosum, is susceptible to injury. Animal models suggest stretch-induced mechanoporation of the axonal membrane resulting in ionic shifts and altered sodium ion distribution. The purpose of this study was to compare the distribution of total sodium concentration in the corpus callosum between patients with mild traumatic brain injury and controls using sodium (
23 Na) MR imaging., Materials and Methods: Eleven patients with a history of mild traumatic brain injury and 10 age- and sex-matched controls underwent sodium (23 Na) MR imaging using a 3T scanner. Total sodium concentration was measured in the genu, body, and splenium of the corpus callosum with 5-mm ROIs; total sodium concentration of the genu-to-splenium ratio was calculated and compared between patients and controls., Results: Higher total sodium concentration in the genu (49.28 versus 43.29 mmol/L, P = .01) and lower total sodium concentration in the splenium (which was not statistically significant; 38.35 versus 44.06 mmol/L, P = .08) was seen in patients with mild traumatic brain injury compared with controls. The ratio of genu total sodium concentration to splenium total sodium concentration was also higher in patients with mild traumatic brain injury (1.3 versus 1.01, P = .001)., Conclusions: Complex differences are seen in callosal total sodium concentration in symptomatic patients with mild traumatic brain injury, supporting the notion of ionic dysfunction in the pathogenesis of mild traumatic brain injury. The total sodium concentration appears to be altered beyond the immediate postinjury phase, and further work is needed to understand the relationship to persistent symptoms and outcome., (© 2018 by American Journal of Neuroradiology.)- Published
- 2018
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16. Low Rank plus Sparse decomposition of ODFs for improved detection of group-level differences and variable correlations in white matter.
- Author
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Baete SH, Chen J, Lin YC, Wang X, Otazo R, and Boada FE
- Subjects
- Adult, Algorithms, Female, Humans, Male, Reproducibility of Results, Young Adult, Brain anatomy & histology, Brain Mapping methods, Diffusion Magnetic Resonance Imaging, Image Processing, Computer-Assisted methods, White Matter anatomy & histology
- Abstract
A novel approach is presented for group statistical analysis of diffusion weighted MRI datasets through voxelwise Orientation Distribution Functions (ODF). Recent advances in MRI acquisition make it possible to use high quality diffusion weighted protocols (multi-shell, large number of gradient directions) for routine in vivo study of white matter architecture. The dimensionality of these data sets is however often reduced to simplify statistical analysis. While these approaches may detect large group differences, they do not fully capitalize on all acquired image volumes. Incorporation of all available diffusion information in the analysis however risks biasing the outcome by outliers. Here we propose a statistical analysis method operating on the ODF, either the diffusion ODF or fiber ODF. To avoid outlier bias and reliably detect voxelwise group differences and correlations with demographic or behavioral variables, we apply the Low-Rank plus Sparse (L+S) matrix decomposition on the voxelwise ODFs which separates the sparse individual variability in the sparse matrix S whilst recovering the essential ODF features in the low-rank matrix L. We demonstrate the performance of this ODF L+S approach by replicating the established negative association between global white matter integrity and physical obesity in the Human Connectome dataset. The volume of positive findings p<0.01,227cm
3 , agrees with and expands on the volume found by TBSS (17 cm3 ), Connectivity based fixel enhancement (15 cm3 ) and Connectometry (212 cm3 ). In the same dataset we further localize the correlations of brain structure with neurocognitive measures such as fluid intelligence and episodic memory. The presented ODF L+S approach will aid in the full utilization of all acquired diffusion weightings leading to the detection of smaller group differences in clinically relevant settings as well as in neuroscience applications., (Copyright © 2018 Elsevier Inc. All rights reserved.)- Published
- 2018
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17. Improved Detection of Small Pulmonary Nodules Through Simultaneous MR/PET Imaging.
- Author
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Boada FE, Koesters T, Block KT, and Chandarana H
- Subjects
- Humans, Lung diagnostic imaging, Lung Neoplasms diagnostic imaging, Magnetic Resonance Imaging methods, Multimodal Imaging methods, Multiple Pulmonary Nodules diagnostic imaging, Positron-Emission Tomography methods
- Abstract
Magnetic resonance (MR)/PET scanners provide an imaging platform that enables simultaneous acquisition of MR and PET data in perfect spatial and temporal registration. This feature allows improving image quality for the MR and PET images obtained during the course of an examination. In this work the authors demonstrate the use of prospective MR-based motion tracking information for removing motion blur in MR/PET images of small pulmonary nodules. The theoretical basis for the algorithms is presented alongside clinical examples of its use., (Copyright © 2017 Elsevier Inc. All rights reserved.)
- Published
- 2018
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18. Accelerated radial diffusion spectrum imaging using a multi-echo stimulated echo diffusion sequence.
- Author
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Baete SH and Boada FE
- Subjects
- Algorithms, Anisotropy, Humans, Image Enhancement, Probability, Reproducibility of Results, Brain diagnostic imaging, Diffusion Magnetic Resonance Imaging, Diffusion Tensor Imaging, Image Interpretation, Computer-Assisted, Phantoms, Imaging
- Abstract
Purpose: Diffusion spectrum imaging (DSI) provides us non-invasively and robustly with anatomical details of brain microstructure. To achieve sufficient angular resolution, DSI requires a large number of q-space samples, leading to long acquisition times. This need is mitigated here by combining the beneficial properties of Radial q-space sampling for DSI with a Multi-Echo Stimulated Echo Sequence (MESTIM)., Methods: Full 2D k-spaces for each of several q-space samples, along the same radially outward line in q-space, are acquired in one readout train with one spin and three stimulated echoes. RF flip angles are carefully chosen to distribute spin magnetization over the echoes and the DSI reconstruction is adapted to account for differences in diffusion time among echoes., Results: Individual datasets and bootstrapped reproducibility analysis demonstrate image quality and SNR of the more-than-twofold-accelerated RDSI MESTIM sequence. Orientation distribution functions (ODF) and tractography results benefit from the longer diffusion times of the latter echoes in the echo train., Conclusion: A MESTIM sequence can be used to shorten RDSI acquisition times significantly without loss of image or ODF quality. Further acceleration is possible by combination with simultaneous multi-slice techniques. Magn Reson Med 79:306-316, 2018. © 2017 International Society for Magnetic Resonance in Medicine., (© 2017 International Society for Magnetic Resonance in Medicine.)
- Published
- 2018
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19. Voxelwise analysis of simultaneously acquired and spatially correlated 18 F-fluorodeoxyglucose (FDG)-PET and intravoxel incoherent motion metrics in breast cancer.
- Author
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Ostenson J, Pujara AC, Mikheev A, Moy L, Kim SG, Melsaether AN, Jhaveri K, Adams S, Faul D, Glielmi C, Geppert C, Feiweier T, Jackson K, Cho GY, Boada FE, and Sigmund EE
- Subjects
- Adult, Aged, Female, Fluorodeoxyglucose F18, Humans, Middle Aged, Movement physiology, Breast diagnostic imaging, Breast Neoplasms diagnostic imaging, Diffusion Magnetic Resonance Imaging methods, Image Interpretation, Computer-Assisted methods, Positron-Emission Tomography methods
- Abstract
Purpose: Diffusion-weighted imaging (DWI) and
18 F-fluorodeoxyglucose-positron emission tomography (18 F-FDG-PET) independently correlate with malignancy in breast cancer, but the relationship between their structural and metabolic metrics is not completely understood. This study spatially correlates diffusion, perfusion, and glucose avidity in breast cancer with simultaneous PET/MR imaging and compares correlations with clinical prognostics., Methods: In this Health Insurance Portability and Accountability Act-compliant prospective study, with written informed consent and approval of the institutional review board and using simultaneously acquired FDG-PET and DWI, tissue diffusion (Dt ), and perfusion fraction (fp ) from intravoxel incoherent motion (IVIM) analysis were registered to FDG-PET within 14 locally advanced breast cancers. Lesions were analyzed using 2D histograms and correlation coefficients between Dt , fp , and standardized uptake value (SUV). Correlations were compared with prognostics from biopsy, metastatic burden from whole-body PET, and treatment history., Results: SUV||Dt correlation coefficient significantly distinguished treated (0.11 ± 0.24) from nontreated (-0.33 ± 0.26) patients (P = 0.005). SUV||fp correlations were on average negative for the whole cohort (-0.17 ± 0.13)., Conclusion: Simultaneously acquired and registered FDG-PET/DWI allowed quantifiable descriptions of breast cancer microenvironments that may provide a framework for monitoring and predicting response to treatment. Magn Reson Med 78:1147-1156, 2017. © 2016 International Society for Magnetic Resonance in Medicine., (© 2016 International Society for Magnetic Resonance in Medicine.)- Published
- 2017
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20. Improved Detection of Small Pulmonary Nodules Through Simultaneous MR/PET Imaging.
- Author
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Boada FE, Koesters T, Block KT, and Chandarana H
- Subjects
- Humans, Lung diagnostic imaging, Magnetic Resonance Imaging methods, Multimodal Imaging methods, Multiple Pulmonary Nodules diagnostic imaging, Positron-Emission Tomography methods
- Abstract
Magnetic resonance (MR)/PET scanners provide an imaging platform that enables simultaneous acquisition of MR and PET data in perfect spatial and temporal registration. This feature allows improving image quality for the MR and PET images obtained during the course of an examination. In this work the authors demonstrate the use of prospective MR-based motion tracking information for removing motion blur in MR/PET images of small pulmonary nodules. The theoretical basis for the algorithms is presented alongside clinical examples of its use., (Copyright © 2017 Elsevier Inc. All rights reserved.)
- Published
- 2017
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- View/download PDF
21. Radial q-space sampling for DSI.
- Author
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Baete SH, Yutzy S, and Boada FE
- Subjects
- Anisotropy, Data Interpretation, Statistical, Fourier Analysis, Humans, Image Enhancement methods, Reproducibility of Results, Sample Size, Sensitivity and Specificity, Algorithms, Brain anatomy & histology, Diffusion Tensor Imaging methods, Image Interpretation, Computer-Assisted methods, Signal Processing, Computer-Assisted, White Matter anatomy & histology
- Abstract
Purpose: Diffusion spectrum imaging (DSI) has been shown to be an effective tool for noninvasively depicting the anatomical details of brain microstructure. Existing implementations of DSI sample the diffusion encoding space using a rectangular grid. Here we present a different implementation of DSI whereby a radially symmetric q-space sampling scheme for DSI is used to improve the angular resolution and accuracy of the reconstructed orientation distribution functions., Methods: Q-space is sampled by acquiring several q-space samples along a number of radial lines. Each of these radial lines in q-space is analytically connected to a value of the orientation distribution functions at the same angular location by the Fourier slice theorem., Results: Computer simulations and in vivo brain results demonstrate that radial diffusion spectrum imaging correctly estimates the orientation distribution functions when moderately high b-values (4000 s/mm2) and number of q-space samples (236) are used., Conclusion: The nominal angular resolution of radial diffusion spectrum imaging depends on the number of radial lines used in the sampling scheme, and only weakly on the maximum b-value. In addition, the radial analytical reconstruction reduces truncation artifacts which affect Cartesian reconstructions. Hence, a radial acquisition of q-space can be favorable for DSI. Magn Reson Med 76:769-780, 2016. © 2015 Wiley Periodicals, Inc., (© 2015 Wiley Periodicals, Inc.)
- Published
- 2016
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22. In vivo brain rosette spectroscopic imaging (RSI) with LASER excitation, constant gradient strength readout, and automated LCModel quantification for all voxels.
- Author
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Schirda CV, Zhao T, Andronesi OC, Lee Y, Pan JW, Mountz JM, Hetherington HP, and Boada FE
- Subjects
- Adult, Algorithms, Female, Humans, Imaging, Three-Dimensional methods, Reproducibility of Results, Sensitivity and Specificity, Brain anatomy & histology, Brain Chemistry, Image Interpretation, Computer-Assisted methods, Lasers, Mass Spectrometry methods, Molecular Imaging methods, Pattern Recognition, Automated methods
- Abstract
Purpose: To optimize the Rosette trajectories for high-sensitivity in vivo brain spectroscopic imaging and reduced gradient demands., Methods: Using LASER localization, a rosette based sampling scheme for in vivo brain spectroscopic imaging data on a 3 Tesla (T) system is described. The two-dimensional (2D) and 3D rosette spectroscopic imaging (RSI) data were acquired using 20 × 20 in-plane resolution (8 × 8 mm(2) ), and 1 (2D) -18 mm (1.1 cc) or 12 (3D) -8 mm partitions (0.5 cc voxels). The performance of the RSI acquisition was compared with a conventional spectroscopic imaging (SI) sequence using LASER localization and 2D or 3D elliptical phase encoding (ePE). Quantification of the entire RSI data set was performed using an LCModel based pipeline., Results: The RSI acquisitions took 32 s for the 2D scan, and as short as 5 min for the 3D 20 × 20 × 12 scan, using a maximum gradient strength Gmax=5.8 mT/m and slew-rate Smax=45 mT/m/ms. The Bland-Altman agreement between RSI and ePE CSI, characterized by the 95% confidence interval for their difference (RSI-ePE), is within 13% of the mean (RSI+ePE)/2. Compared with the 3D ePE at the same nominal resolution, the effective RSI voxel size was three times smaller while the measured signal-to-noise ratio sensitivity, after normalization for differences in effective size, was 43% greater., Conclusion: 3D LASER-RSI is a fast, high-sensitivity spectroscopic imaging sequence, which can acquire medium-to-high resolution SI data in clinically acceptable scan times (5-10 min), with reduced stress on the gradient system. Magn Reson Med 76:380-390, 2016. © 2015 Wiley Periodicals, Inc., (© 2015 Wiley Periodicals, Inc.)
- Published
- 2016
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23. Dixon Sequence with Superimposed Model-Based Bone Compartment Provides Highly Accurate PET/MR Attenuation Correction of the Brain.
- Author
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Koesters T, Friedman KP, Fenchel M, Zhan Y, Hermosillo G, Babb J, Jelescu IO, Faul D, Boada FE, and Shepherd TM
- Subjects
- Aged, 80 and over, Female, Fluorodeoxyglucose F18, Humans, Male, Middle Aged, Photons, Bone and Bones diagnostic imaging, Brain diagnostic imaging, Image Processing, Computer-Assisted methods, Magnetic Resonance Imaging, Multimodal Imaging, Positron-Emission Tomography
- Abstract
Unlabelled: Simultaneous PET/MR of the brain is a promising technology for characterizing patients with suspected cognitive impairment or epilepsy. Unlike CT, however, MR signal intensities do not correlate directly with PET photon attenuation correction (AC), and inaccurate radiotracer SUV estimation can limit future PET/MR clinical applications. We tested a novel AC method that supplements standard Dixon-based tissue segmentation with a superimposed model-based bone compartment., Methods: We directly compared SUV estimation between MR-based AC and reference CT AC in 16 patients undergoing same-day PET/CT and PET/MR with a single (18)F-FDG dose for suspected neurodegeneration. Three Dixon-based MR AC methods were compared with CT: standard Dixon 4-compartment segmentation alone, Dixon with a superimposed model-based bone compartment, and Dixon with a superimposed bone compartment and linear AC optimized specifically for brain tissue. The brain was segmented using a 3-dimensional T1-weighted volumetric MR sequence, and SUV estimations were compared with CT AC for whole-image, whole-brain, and 91 FreeSurfer-based regions of interest., Results: Modifying the linear AC value specifically for brain and superimposing a model-based bone compartment reduced the whole-brain SUV estimation bias of Dixon-based PET/MR AC by 95% compared with reference CT AC (P < 0.05), resulting in a residual -0.3% whole-brain SUVmean bias. Further, brain regional analysis demonstrated only 3 frontal lobe regions with an SUV estimation bias of 5% or greater (P < 0.05). These biases appeared to correlate with high individual variability in frontal bone thickness and pneumatization., Conclusion: Bone compartment and linear AC modifications result in a highly accurate MR AC method in subjects with suspected neurodegeneration. This prototype MR AC solution appears equivalent to other recently proposed solutions and does not require additional MR sequences and scanning time. These data also suggest that exclusively model-based MR AC approaches may be adversely affected by common individual variations in skull anatomy., (© 2016 by the Society of Nuclear Medicine and Molecular Imaging, Inc.)
- Published
- 2016
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24. Short-T 2 imaging for quantifying concentration of sodium ( 23 Na) of bi-exponential T 2 relaxation.
- Author
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Qian Y, Panigrahy A, Laymon CM, Lee VK, Drappatz J, Lieberman FS, Boada FE, and Mountz JM
- Abstract
Purpose: This work intends to demonstrate a new method for quantifying concentration of sodium (
23 Na) of bi-exponential T2 relaxation in patients on MRI scanners at 3.0 Tesla., Theory and Methods: Two single-quantum (SQ) sodium images acquired at very-short and short echo times (TE = 0.5 and 5.0 ms) are subtracted to produce an image of the short-T2 component of the bi-exponential (or bound) sodium. An integrated calibration on the SQ and short-T2 images quantifies both total and bound sodium concentrations. Numerical models were used to evaluate signal response of the proposed method to the short-T2 components. MRI scans on agar phantoms and brain tumor patients were performed to assess accuracy and performance of the proposed method, in comparison with a conventional method of triple-quantum filtering., Results: A good linear relation (R2 = 0.98) was attained between the short-T2 image intensity and concentration of bound sodium. A reduced total scan time of 22 min was achieved under the SAR restriction for human studies in quantifying both total and bound sodium concentrations., Conclusion: The proposed method is feasible for quantifying bound sodium concentration in routine clinical settings at 3.0 Tesla. Magn Reson Med 74:162-174, 2015. © 2014 Wiley Periodicals, Inc., (© 2014 Wiley Periodicals, Inc.)- Published
- 2015
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25. Molecular and metabolic pattern classification for detection of brain glioma progression.
- Author
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Imani F, Boada FE, Lieberman FS, Davis DK, and Mountz JM
- Subjects
- Adult, Aged, Female, Humans, Magnetic Resonance Spectroscopy methods, Male, Middle Aged, Molecular Imaging methods, Positron-Emission Tomography methods, Protons, Radiopharmaceuticals pharmacokinetics, Reproducibility of Results, Sensitivity and Specificity, Support Vector Machine, Biomarkers, Tumor metabolism, Brain Neoplasms diagnosis, Brain Neoplasms metabolism, Diagnosis, Computer-Assisted methods, Fluorodeoxyglucose F18 pharmacokinetics, Glioma diagnosis, Glioma metabolism
- Abstract
Objectives: The ability to differentiate between brain tumor progression and radiation therapy induced necrosis is critical for appropriate patient management. In order to improve the differential diagnosis, we combined fluorine-18 2-fluoro-deoxyglucose positron emission tomography ((18)F-FDG PET), proton magnetic resonance spectroscopy ((1)H MRS) and histological data to develop a multi-parametric machine-learning model., Methods: We enrolled twelve post-therapy patients with grade 2 and 3 gliomas that were suspicious of tumor progression. All patients underwent (18)F-FDG PET and (1)H MRS. Maximal standardized uptake value (SUVmax) of the tumors and reference regions were obtained. Multiple 2D maps of choline (Cho), creatine (Cr), and N-acetylaspartate (NAA) of the tumors were generated. A support vector machine (SVM) learning model was established to take imaging biomarkers and histological data as input vectors. A combination of clinical follow-up and multiple sequential MRI studies served as the basis for assessing the clinical outcome. All vector combinations were evaluated for diagnostic accuracy and cross validation. The optimal cutoff value of individual parameters was calculated using Receiver operating characteristic (ROC) plots., Results: The SVM and ROC analyses both demonstrated that SUVmax of the lesion was the most significant single diagnostic parameter (75% accuracy) followed by Cho concentration (67% accuracy). SVM analysis of all paired parameters showed SUVmax and Cho concentration in combination could achieve 83% accuracy. SUVmax of the lesion paired with SUVmax of the white matter as well as the tumor Cho paired with the tumor Cr both showed 83% accuracy. These were the most significant paired diagnostic parameters of either modality. Combining all four parameters did not improve the results. However, addition of two more parameters, Cho and Cr of brain parenchyma contralateral to the tumor, increased the accuracy to 92%., Conclusion: This study suggests that SVM models may improve detection of glioma progression more accurately than single parametric imaging methods., Research Support: National Cancer Institute, Cancer Center Support Grant Supplement Award, Imaging Response Assessment Teams., (Copyright © 2013 Elsevier Ireland Ltd. All rights reserved.)
- Published
- 2014
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26. Superparamagnetic iron oxide is suitable to label tendon stem cells and track them in vivo with MR imaging.
- Author
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Yang Y, Zhang J, Qian Y, Dong S, Huang H, Boada FE, Fu FH, and Wang JH
- Subjects
- Allografts, Animals, Cell Survival, Ferric Compounds chemistry, Male, Rabbits, Radiography, Tendon Injuries diagnostic imaging, Tendon Injuries metabolism, Tendon Injuries therapy, Ferric Compounds pharmacology, Magnetic Resonance Imaging, Magnetite Nanoparticles, Stem Cell Transplantation, Stem Cells diagnostic imaging, Stem Cells metabolism, Tendons diagnostic imaging, Tendons metabolism
- Abstract
Tendon stem cells (TSCs) may be used to effectively repair or regenerate injured tendons. However, the fates of TSCs once implanted in vivo remain unclear. This study was aimed to determine the feasibility of labeling TSCs with super-paramagnetic iron oxide (SPIO) nano-particles to track TSCs in vivo using MRI. Rabbit TSCs were labeled by incubation with 50 μg/mL SPIO. Labeling efficiency, cell viability, and proliferation were then measured, and the stemness of TSCs was tested by quantitative real time RT-PCR (qRT-PCR) and immunocytochemistry. We found that the labeling efficiency of TSCs reached as high as 98%, and that labeling at 50 μg/mL SPIO concentrations did not alter cell viability and cell proliferation compared to non-labeled control cells. Moreover, the expression levels of stem cell markers (Nucleostemin, Nanog, and Oct-4) did not change in SPIO-labeled TSCs compared to non-labeled cells. Both labeled and non-labeled cells also exhibited similar differentiation potential. Finally, labeled TSCs could be detected by MRI both in vitro and in vivo. Taken together, the findings of this study show that labeling TSCs with SPIO particles is a feasible approach to track TSCs in vivo by MRI, which offers a non-invasive method to monitor repair of injured tendons.
- Published
- 2013
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27. Correlated sodium and potassium imbalances within the ischemic core in experimental stroke: a 23Na MRI and histochemical imaging study.
- Author
-
Yushmanov VE, Kharlamov A, Yanovski B, LaVerde G, Boada FE, and Jones SC
- Subjects
- Animals, Brain Ischemia complications, Image Processing, Computer-Assisted, Male, Potassium analysis, Rats, Rats, Sprague-Dawley, Sodium analysis, Stroke etiology, Brain Ischemia metabolism, Magnetic Resonance Imaging methods, Potassium metabolism, Sodium metabolism, Stroke metabolism
- Abstract
This study addresses the spatial relation between local Na(+) and K(+) imbalances in the ischemic core in a rat model of focal ischemic stroke. Quantitative [Na(+)] and [K(+)] brain maps were obtained by (23)Na MRI and histochemical K(+) staining, respectively, and calibrated by emission flame photometry of the micropunch brain samples. Stroke location was verified by diffusion MRI, by changes in tissue surface reflectivity and by immunohistochemistry with microtubule-associated protein 2 antibody. Na(+) and K(+) distribution within the ischemic core was inhomogeneous, with the maximum [Na(+)] increase and [K(+)] decrease typically observed in peripheral regions of the ischemic core. The pattern of the [K(+)] decrease matched the maximum rate of [Na(+)] increase ('slope'). Some residual mismatch between the sites of maximum Na(+) and K(+) imbalances was attributed to the different channels and pathways involved in transport of the two ions. A linear regression of the [Na(+)]br vs. [K(+)]br in the samples of ischemic brain indicates that for each K(+) equivalent leaving ischemic tissue, 0.8±0.1 Eq, on average, of Na(+) enter the tissue. Better understanding of the mechanistic link between the Na(+) influx and K(+) egress would validate the (23)Na MRI slope as a candidate biomarker and a complementary tool for assessing ischemic damage and treatment planning., (Copyright © 2013. Published by Elsevier B.V.)
- Published
- 2013
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28. Repeatability of ultrashort echo time-based two-component T2* measurements on cartilages in human knee at 3 T.
- Author
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Qian Y, Williams AA, Chu CR, and Boada FE
- Subjects
- Adult, Female, Humans, Male, Reproducibility of Results, Sensitivity and Specificity, Algorithms, Artifacts, Cartilage, Articular anatomy & histology, Image Enhancement methods, Image Interpretation, Computer-Assisted methods, Knee Joint anatomy & histology, Magnetic Resonance Imaging methods
- Abstract
Repeatability of in vivo measurement of multicomponent T2* relaxation in articular cartialges in human knee is important to clinical use. This study evaluated the repeatability of two-component T2* relaxation on seven healthy human subjects. The left knee was scanned once a day in three consecutive days, on a clinical 3T MRI scanner with eight-channel knee coil and ultrashort echo time pulse sequence at 11 echo times=0.6-40 ms. The intrasubject and intersubject repeatability was evaluated via coefficient of variation (CV=standard deviation/mean) in four typical cartilage regions: patellar, anterior articular, femoral, and tibial regions. It was found that the intrasubject repeatability was good, with CV<10% for the short- and long-T2* relaxation time in the layered regions in the four cartilages (with one exception) and CV<13% for the component intensity fraction (with two exceptions). The intersubject repeatability was also good, with CV∼8% (range 1-15%) for the short- and long-T2* relaxation time and CV∼10% (range 2-20%) for the component intensity fraction. The long-T2* component showed significantly better repeatability (CV∼8%) than the short-T2* component (CV∼12%) (P<0.005). These CV values suggest that in vivo measurement of two-component T2* relaxation in the knee cartilages is repeatable on clinical scanner at 3 T, with a signal-to-noise ratio of 90., (Copyright © 2012 Wiley Periodicals, Inc.)
- Published
- 2013
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29. Multi-slice parallel transmission three-dimensional tailored RF (PTX 3DTRF) pulse design for signal recovery in ultra high field functional MRI.
- Author
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Zheng H, Zhao T, Qian Y, Schirda C, Ibrahim TS, and Boada FE
- Subjects
- Echo-Planar Imaging, Humans, Image Enhancement methods, Image Interpretation, Computer-Assisted methods, Phantoms, Imaging, Radio Waves, Signal Processing, Computer-Assisted, Brain Mapping methods, Imaging, Three-Dimensional methods, Magnetic Resonance Imaging methods
- Abstract
T(2)(∗) weighted fMRI at high and ultra high field (UHF) is often hampered by susceptibility-induced, through-plane, signal loss. Three-dimensional tailored RF (3DTRF) pulses have been shown to be an effective approach for mitigating through-plane signal loss at UHF. However, the required RF pulse lengths are too long for practical applications. Recently, parallel transmission (PTX) has emerged as a very effective means for shortening the RF pulse duration for 3DTRF without sacrificing the excitation performance. In this article, we demonstrate a RF pulse design strategy for 3DTRF based on the use of multi-slice PTX 3DTRF to simultaneously and precisely recover signal with whole-brain coverage. Phantom and human experiments are used to demonstrate the effectiveness and robustness of the proposed method on three subjects using an eight-channel whole body parallel transmission system., (Copyright © 2013 Elsevier Inc. All rights reserved.)
- Published
- 2013
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30. Sodium imaging of human brain at 7 T with 15-channel array coil.
- Author
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Qian Y, Zhao T, Wiggins GC, Wald LL, Zheng H, Weimer J, and Boada FE
- Subjects
- Brain anatomy & histology, Equipment Design, Equipment Failure Analysis, Humans, Reproducibility of Results, Sensitivity and Specificity, Tissue Distribution, Brain Chemistry, Magnetic Resonance Imaging instrumentation, Magnetics instrumentation, Molecular Imaging methods, Sodium analysis, Transducers
- Abstract
Signal-to-noise ratio (SNR) is a major challenge to sodium magnetic resonance imaging. Phased array coils have been shown significantly improving SNR in proton imaging over volume coils. This study investigates SNR advantage of a 15-channel array head coil (birdcage volume coil for transmit/receive and 15-channel array insert for receive-only) in sodium imaging at 7 T. Phantoms and healthy human brains were scanned on a whole-body 7 T magnetic resonance imaging scanner using a customer-developed pulse sequence with the twisted projection imaging trajectory. Noise-only images were acquired with blanked radiofrequency excitations for noise measurement on a pixel basis. SNR was calculated on the root of sum-of-squares images. When compared with the volume coil, the 15-channel array produced SNR more than doubled at the periphery and slightly increased at the center of the phantoms and human brains. Decorrelation of noise across channels of the array coil extended the SNR-doubled region into deep area of the brain. The spatial modulation of element sensitivities on the sum-of-squares combined image was removed by performing self-calibrated sensitivity encoding parallel image reconstruction and uniform image intensity across entire field of view was attained. The 15-channel array coil is an efficient tool to substantially improve SNR in sodium imaging on human brain., (Copyright © 2012 Wiley Periodicals, Inc.)
- Published
- 2012
- Full Text
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31. Association of small vessel ischemic white matter changes with BOLD fMRI imaging in the elderly.
- Author
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Patel MJ, Boada FE, Price JC, Sheu LK, Tudorascu DL, Reynolds Iii CF, and Aizenstein HJ
- Subjects
- Aged, Brain Mapping, Female, Humans, Image Processing, Computer-Assisted, Ischemia complications, Leukoencephalopathies etiology, Male, Middle Aged, Oxygen blood, Statistics, Nonparametric, Brain blood supply, Brain pathology, Leukoencephalopathies pathology, Magnetic Resonance Imaging, Nerve Fibers, Myelinated pathology
- Abstract
White matter hyperintensities (WMHs) are often identified on T2-weighted magnetic resonance (MR) images in the elderly. The WMHs are generally associated with small vessel ischemic or pre-ischemic changes. However, the association of WMHs with blood oxygen level dependent (BOLD) functional magnetic resonance imaging (fMRI) signal is understudied. In this study, we evaluate how the BOLD signal change is related to the presence of WMHs in the elderly. Data were acquired as part of a study of late-life depression and included elderly individuals with and without major depression. The subjects were pooled because the presence of depression was not significantly associated with task-related BOLD changes, task performance, and WMH distribution. A whole brain voxel-wise regression analysis revealed a significant negative correlation between WMH burden and BOLD signal change during finger-tapping in the parietal white matter. Our observation that WMHs are associated with a significant diminution of the BOLD signal change underscores the importance of considering cerebrovascular burden when interpreting fMRI studies in the elderly. The mechanism underlying the association of WMH and BOLD signal change remains unclear: the association may be mediated by changes in neural activation, changes in coupling between neuronal activity and hemodynamics, or, perhaps, secondary to the effect of the ischemic changes on the sensitivity of the T2* BOLD MR signal., (Copyright © 2012 Elsevier Ireland Ltd. All rights reserved.)
- Published
- 2012
- Full Text
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32. Combined imaging biomarkers for therapy evaluation in glioblastoma multiforme: correlating sodium MRI and F-18 FLT PET on a voxel-wise basis.
- Author
-
Laymon CM, Oborski MJ, Lee VK, Davis DK, Wiener EC, Lieberman FS, Boada FE, and Mountz JM
- Subjects
- Adult, Female, Humans, Image Processing, Computer-Assisted methods, Male, Middle Aged, Sodium Isotopes pharmacology, Thymidine Kinase metabolism, Tissue Distribution, Biomarkers metabolism, Brain Neoplasms diagnosis, Brain Neoplasms therapy, Fluorine Radioisotopes pharmacology, Glioblastoma diagnosis, Glioblastoma therapy, Magnetic Resonance Imaging methods, Positron-Emission Tomography methods, Sodium pharmacology, Thymidine pharmacology
- Abstract
We evaluate novel magnetic resonance imaging (MRI) and positron emission tomography (PET) quantitative imaging biomarkers and associated multimodality, serial-time-point analysis methodologies, with the ultimate aim of providing clinically feasible, predictive measures for early assessment of response to cancer therapy. A focus of this work is method development and an investigation of the relationship between the information content of the two modalities. Imaging studies were conducted on subjects who were enrolled in glioblastoma multiforme (GBM) therapeutic clinical trials. Data were acquired, analyzed and displayed using methods that could be adapted for clinical use. Subjects underwent dynamic [(18)F]fluorothymidine (F-18 FLT) PET, sodium ((23)Na) MRI and 3-T structural MRI scans at baseline (before initiation of therapy), at an early time point after beginning therapy and at a late follow-up time point after therapy. Sodium MRI and F-18 FLT PET images were registered to the structural MRI. F-18 FLT PET tracer distribution volumes and sodium MRI concentrations were calculated on a voxel-wise basis to address the heterogeneity of tumor physiology. Changes in, and differences between, these quantities as a function of scan timing were tracked. While both modalities independently show a change in tissue status as a function of scan time point, results illustrate that the two modalities may provide complementary information regarding tumor progression and response. Additionally, tumor status changes were found to vary in different regions of tumor. The degree to which these methods are useful for GBM therapy response assessment and particularly for differentiating true progression from pseudoprogression requires additional patient data and correlation of these imaging biomarker changes with clinical outcome., (Copyright © 2012 Elsevier Inc. All rights reserved.)
- Published
- 2012
- Full Text
- View/download PDF
33. Suppression of effects of gradient imperfections on imaging with alternate ascending/descending directional navigation.
- Author
-
Park SH, Zhao T, Kim JH, Boada FE, and Bae KT
- Subjects
- Brain cytology, Brain Mapping methods, Humans, Muscle, Skeletal cytology, Reproducibility of Results, Sensitivity and Specificity, Algorithms, Artifacts, Image Enhancement methods, Image Interpretation, Computer-Assisted methods, Magnetic Resonance Imaging methods
- Abstract
Alternate ascending/descending directional navigation (ALADDIN) is a new imaging technique that provides interslice perfusion-weighted and magnetization transfer (MT) asymmetry images. In this article, we investigated the effects of gradient imperfections on ALADDIN MT asymmetry (MTA) signals. Subtraction artifacts increasing with readout offsets were detectable in ALADDIN MTA images from an agarose phantom but not from a water phantom. Slice-select offsets had no significant effect on the artifacts in MTA. The artifacts were suppressed by averaging signals over the readout gradient polarities independent of scan parameters. All these results suggested that the subtraction artifacts were induced by readout eddy currents. With suppression of the artifacts, ALADDIN signals in human brain and skeletal muscle varied less with scan conditions. Percent signal changes of MTA in human skeletal muscle (0.51 ± 0.11%, N = 3) were about 30% of those in white matter. The new averaging scheme will allow for more accurate MTA imaging with ALADDIN, especially at off-center positions., (Copyright © 2012 Wiley Periodicals, Inc.)
- Published
- 2012
- Full Text
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34. High-resolution sodium imaging of human brain at 7 T.
- Author
-
Qian Y, Zhao T, Zheng H, Weimer J, and Boada FE
- Subjects
- Adult, Algorithms, Brain anatomy & histology, Contrast Media pharmacokinetics, Humans, Male, Middle Aged, Reproducibility of Results, Sensitivity and Specificity, Tissue Distribution, Young Adult, Brain metabolism, Image Enhancement methods, Image Interpretation, Computer-Assisted methods, Magnetic Resonance Imaging methods, Magnetic Resonance Spectroscopy methods, Sodium pharmacokinetics
- Abstract
The feasibility of high-resolution sodium magnetic resonance imaging on human brain at 7 T was demonstrated in this study. A three-dimensional anisotropic resolution data acquisition was used to address the challenge of low signal-to-noise ratio associated with high resolution. Ultrashort echo-time sequence was used for the anisotropic data acquisition. Phantoms and healthy human brains were studied on a whole-body 7-T magnetic resonance imaging scanner. Sodium images were obtained at two high nominal in-plane resolutions (1.72 and 0.86 mm) at a slice thickness of 4 mm. Signal-to-noise ratio in the brain image (cerebrospinal fluid) was measured as 14.4 and 6.8 at the two high resolutions, respectively. The actual in-plane resolution was measured as 2.9 and 1.6 mm, 69-86% larger than their nominal values. The quantification of sodium concentration on the phantom and brain images enabled better accuracy at the high nominal resolutions than at the low nominal resolution of 3.44 mm (measured resolution 5.5 mm) due to the improvement of in-plane resolution., (Copyright © 2011 Wiley Periodicals, Inc.)
- Published
- 2012
- Full Text
- View/download PDF
35. Sodium MRI and the assessment of irreversible tissue damage during hyper-acute stroke.
- Author
-
Boada FE, Qian Y, Nemoto E, Jovin T, Jungreis C, Jones SC, Weimer J, and Lee V
- Abstract
Sodium MRI (sMRI) has undergone a tremendous amount of technical development during the last two decades that makes it a suitable tool for the study of human pathology in the acute setting within the constraints of a clinical environment. The salient role of the sodium ion during impaired ATP production during the course of brain ischemia makes sMRI an ideal tool for the study of ischemic tissue viability during stroke. In this paper, the current limitations of conventional MRI for the determination of tissue viability during evolving brain ischemia are discussed. This discussion is followed by a summary of the known findings about the dynamics of tissue sodium changes during brain ischemia. A mechanistic model for the explanation of these findings is presented together with the technical requirements for its investigation using clinical MRI scanners. An illustration of the salient features of the technique is also presented using a nonhuman primate model of reversible middle cerebral artery occlusion.
- Published
- 2012
- Full Text
- View/download PDF
36. High-definition fiber tracking for assessment of neurological deficit in a case of traumatic brain injury: finding, visualizing, and interpreting small sites of damage.
- Author
-
Shin SS, Verstynen T, Pathak S, Jarbo K, Hricik AJ, Maserati M, Beers SR, Puccio AM, Boada FE, Okonkwo DO, and Schneider W
- Subjects
- Accidents, Adult, Basal Ganglia pathology, Brain Edema pathology, Brain Hemorrhage, Traumatic pathology, Brain Mapping, Efferent Pathways pathology, Functional Laterality physiology, Glasgow Coma Scale, Humans, Magnetic Resonance Imaging, Male, Motor Neurons pathology, Movement Disorders etiology, Movement Disorders pathology, Off-Road Motor Vehicles, Oxygen Consumption, Pyramidal Tracts pathology, Tomography, X-Ray Computed, Brain Injuries complications, Brain Injuries pathology, Nerve Fibers pathology, Nervous System Diseases etiology, Nervous System Diseases pathology
- Abstract
For patients with traumatic brain injury (TBI), current clinical imaging methods generally do not provide highly detailed information about the location of axonal injury, severity of injury, or expected recovery. In a case of severe TBI, the authors applied a novel high-definition fiber tracking (HDFT) to directly visualize and quantify the degree of axonal fiber damage and predict functional deficits due to traumatic axonal injury and loss of cortical projections. This 32-year-old man sustained a severe TBI. Computed tomography and MRI revealed an area of hemorrhage in the basal ganglia with mass effect, but no specific information on the location of axonal injury could be obtained from these studies. Examinations of the patient at Week 3 and Week 8 after TBI revealed motor weaknesses of the left extremities. Four months postinjury, 257-direction diffusion spectrum imaging and HDFT analysis was performed to evaluate the degree of axonal damage in the motor pathway and quantify asymmetries in the left and right axonal pathways. High-definition fiber tracking was used to follow corticospinal and corona radiata pathways from the cortical surface to the midbrain and quantify projections from motor areas. Axonal damage was then localized by assessing the number of descending fibers at the level of the cortex, internal capsule, and midbrain. The motor deficit apparent in the clinical examinations correlated with the axonal losses visualized using HDFT. Fiber loss estimates at 4 months postinjury accurately predicted the nature of the motor deficits (severe, focal left-hand weakness) when other standard clinical imaging modalities did not. A repeat scan at 10 months postinjury, when edema and hemorrhage had receded, replicated the fiber loss. Using HDFT, the authors accurately identified the presence and location of damage to the underlying white matter in this patient with TBI. Detailed information of injury provided by this novel technique holds future potential for precise neuroimaging assessment of TBI.
- Published
- 2012
- Full Text
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37. Comparison of proton magnetic resonance spectroscopy with fluorine-18 2-fluoro-deoxyglucose positron emission tomography for assessment of brain tumor progression.
- Author
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Imani F, Boada FE, Lieberman FS, Davis DK, Deeb EL, and Mountz JM
- Subjects
- Adult, Aged, Brain Neoplasms diagnostic imaging, Brain Neoplasms pathology, Female, Fluorodeoxyglucose F18, Glioma diagnostic imaging, Glioma pathology, Humans, Male, Middle Aged, Brain diagnostic imaging, Brain pathology, Brain Neoplasms diagnosis, Disease Progression, Glioma diagnosis, Magnetic Resonance Spectroscopy, Positron-Emission Tomography
- Abstract
Objectives: We investigated the accuracy of high-field proton magnetic resonance spectroscopy ((1) H MRS) and fluorine-18 2-fluoro-deoxyglucose positron emission tomography ((18) F-FDG-PET) for diagnosis of glioma progression following tumor resection, stereotactic radiation, and chemotherapy., Methods: Twelve post-therapy patients with histology proven gliomas (six grade II and six grade III) presented with magnetic resonance imaging (MRI) and clinical symptoms suggestive but not conclusive of progression were entered into the study. (1) H MRS data were acquired and 3-dimensional volumetric maps of choline (Cho) over creatine (Cr) were generated. Intensity of (18) F-FDG uptake was evaluated on a semiquantitative scale., Results: The accuracy of (1) H MRS and (18) F-FDG-PET imaging for diagnosis of glioma progression was 75% and 83%, respectively. Classifying the tumors by grade improved accuracy of (18) F-FDG-PET to 100% in high-grade gliomas and accuracy of (1) H MRS to 80% in low-grade tumors. Spearman's analysis demonstrated a trend between (18) F-FDG uptake and tumor grading (ρ= .612, P-value = .272). The results of (18) F-FDG-PET and (1) H MRS were concordant in 75% (9/12) of cases., Conclusion: The combination of (1) H MRS data and (18) F-FDG-PET imaging can enhance detection of glioma progression. (1) H MRS imaging was more accurate in low-grade gliomas and (18) F-FDG-PET provided better accuracy in high-grade gliomas., (Copyright © 2010 by the American Society of Neuroimaging.)
- Published
- 2012
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38. High-resolution ultrashort echo time (UTE) imaging on human knee with AWSOS sequence at 3.0 T.
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Qian Y, Williams AA, Chu CR, and Boada FE
- Subjects
- Adult, Anterior Cruciate Ligament Injuries, Echo-Planar Imaging methods, Female, Humans, Male, Reproducibility of Results, Signal-To-Noise Ratio, Tendons pathology, Image Processing, Computer-Assisted methods, Knee pathology, Knee Joint pathology, Magnetic Resonance Imaging methods
- Abstract
Purpose: To demonstrate the technical feasibility of high-resolution (0.28-0.14 mm) ultrashort echo time (UTE) imaging on human knee at 3T with the acquisition-weighted stack of spirals (AWSOS) sequence., Materials and Methods: Nine human subjects were scanned on a 3T MRI scanner with an 8-channel knee coil using the AWSOS sequence and isocenter positioning plus manual shimming., Results: High-resolution UTE images were obtained on the subject knees at TE = 0.6 msec with total acquisition time of 5.12 minutes for 60 slices at an in-plane resolution of 0.28 mm and 10.24 minutes for 40 slices at an in-plane resolution of 0.14 mm. Isocenter positioning, manual shimming, and the 8-channel array coil helped minimize image distortion and achieve high signal-to-noise ratio (SNR)., Conclusion: It is technically feasible on a clinical 3T MRI scanner to perform UTE imaging on human knee at very high spatial resolutions (0.28-0.14 mm) within reasonable scan time (5-10 min) using the AWSOS sequence., (Copyright © 2011 Wiley Periodicals, Inc.)
- Published
- 2012
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39. Improved large tip angle parallel transmission pulse design through a perturbation analysis of the Bloch equation.
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Zheng H, Zhao T, Qian Y, Ibrahim TS, and Boada FE
- Subjects
- Algorithms, Computer Simulation, Echo-Planar Imaging, Image Enhancement methods, Least-Squares Analysis, Magnetic Resonance Imaging instrumentation, Phantoms, Imaging, Radio Waves, Signal Processing, Computer-Assisted, Transducers, Image Processing, Computer-Assisted methods, Magnetic Resonance Imaging methods
- Abstract
Parallel transmission has emerged as an efficient means for implementing multidimensional spatially selective radiofrequency excitation pulses. To date, most theoretical and experimental work on parallel transmission radiofrequency (RF) pulse design is based on the small-tip-angle approximation to the Bloch equation. The small-tip-angle, while mathematically compact, is not an exact solution and leads to significant errors when large-tip-angle pulses are designed. Methods have been proposed to overcome the limitations of the small-tip-angle using regularized least-square optimization or optimal control algorithms. These methods, however, are based on further approximations to the Bloch equation or require the use of general purpose algorithms that do not capitalize fully on the dynamics of the physical model at hand. In this article, a novel algorithm for large-tip-angle parallel transmission pulse design is proposed. The algorithm relies on a perturbation analysis of the Bloch equation and it depicts the relationship between the excited magnetization, its deviation from the target pattern and the desired pulses. Simulations and experiments are used to validate the proposed method on a 7 T 8-channel transmit array. The results demonstrate that the perturbation analysis algorithm provides a fast and accurate approach for multidimensional large-tip-angle pulse design, especially when large acceleration factors and/or echo-planar trajectories are used., (Copyright © 2011 Wiley-Liss, Inc.)
- Published
- 2011
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40. K⁺ dynamics in ischemic rat brain in vivo by ⁸⁷Rb MRI at 7 T.
- Author
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Yushmanov VE, Kharlamov A, Ibrahim TS, Zhao T, Boada FE, and Jones SC
- Subjects
- Animals, Brain anatomy & histology, Brain metabolism, Brain pathology, Infarction, Middle Cerebral Artery pathology, Magnetic Resonance Imaging instrumentation, Male, Microtubule-Associated Proteins metabolism, Rats, Rats, Sprague-Dawley, Brain Ischemia metabolism, Brain Ischemia pathology, Magnetic Resonance Imaging methods, Potassium metabolism, Rubidium Radioisotopes metabolism
- Abstract
The aims of the present study were as follows: (i) to perform the first (87)Rb MRI in live rats with focal ischemic stroke; and (ii) to test the hypothesis that K(+) egress from the brain in this model is quantifiable in individual animals by high-field (7-T) K/Rb substitution MRI. Rats preloaded with dietary Rb(+) (resulting in Rb/(K + Rb) replacement ratios of 0.1-0.2 in the brain) were subjected to permanent occlusion of the middle cerebral artery, and (87)Rb MRI was implemented with 13-min temporal resolution using a dedicated RF coil and a spiral ultrashort-TE sequence (TR/TE = 3/0.07 ms). The ischemic core was localized by apparent diffusion coefficient mapping, by microtubule-associated protein-2 immunohistochemistry and by changes in surface reflectivity. [K], [Na] and [Rb] were determined independently in the micropunched samples by post-mortem flame photometry. Both techniques were generally in agreement in the nonischemic cortex; however, the MRI-assessed [K(+) + Rb(+)] drop in ischemic brain was less pronounced (average efflux rate of 4.8 ± 0.2 nEq/mm(3) /h versus 10 ± 1 nEq/mm(3)/h by flame photometry; p < 0.0001). The use of higher field gradients for better spatial resolution, and hence more accurate quantification, is suggested., (Copyright © 2011 John Wiley & Sons, Ltd.)
- Published
- 2011
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41. Whole-body MRI and ethnic differences in adipose tissue and skeletal muscle distribution in overweight black and white adolescent boys.
- Author
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Lee S, Kim Y, Kuk JL, Boada FE, and Arslanian S
- Abstract
It is unclear whether ethnic differences exist in adipose tissue (AT) and skeletal muscle (SM) distribution in black and white youth. Investigation into the pattern of AT and SM distribution in black versus white youth may provide insight into the previously reported health disparities between these ethnicities. Therefore, we examined total and regional AT and SM in overweight black and white boys. The study sample included overweight black (n = 19) and white (n = 21) boys (11-18 yr, BMI ≥ 85th) whose body composition was evaluated using whole-body MRI. Despite similar age, Tanner stage, and BMI, black boys had significantly (P < .05) less visceral AT than white boys and more (P < .05) total and lower-body subcutaneous AT (SAT) in both absolute (kg) and relative (%) terms. There was a main effect (P < .05) of ethnicity on the relationship between total and regional AT, such that for a given amount of total body AT (kg), black boys had a greater (P < .05) lower-body SAT and less visceral AT than their white peers. For a given amount of total SM, black boys had more (P < .05) SM in the thigh. Compared with overweight white boys, overweight black boys have less visceral fat, more subcutaneous fat, and more thigh skeletal muscle.
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- 2011
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42. High-definition fiber tracking guidance for intraparenchymal endoscopic port surgery.
- Author
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Fernandez-Miranda JC, Engh JA, Pathak SK, Madhok R, Boada FE, Schneider W, and Kassam AB
- Subjects
- Brain pathology, Brain Neoplasms pathology, Dermoid Cyst pathology, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Nerve Fibers, Myelinated pathology, Treatment Outcome, Brain surgery, Brain Mapping methods, Brain Neoplasms surgery, Dermoid Cyst surgery
- Abstract
The authors have applied high-definition fiber tracking (HDFT) to the resection of an intraparenchymal dermoid cyst by using a minimally invasive endoscopic port. The lesion was located within the mesial frontal lobe, septal area, hypothalamus, and suprasellar recess. Using high-dimensional (256 directions) diffusion imaging, more than 250,000 fiber tracts were imaged before and after surgery. Trajectory planning using HDFT in a computer model was used to facilitate cannulation of the cyst with the endoscopic port. Analysis of the proposed initial surgical route was overlaid onto the fiber tracts and was predicted to produce substantial disruption to prefrontal projection fibers (anterior limb of the internal capsule) and the cingulum. Adjustment of the cannulation entry point 1 cm medially was predicted to cross the corpus callosum instead of the anterior limb of the internal capsule or the cingulum. Following cyst resection performed using endoscopic port surgery, postoperative imaging demonstrated accurate cannulation of the lesion, with improved quantitative signal from both the anterior limb of the internal capsule and the cingulum. The observed fiber preservation from the cingulum and the anterior limb of the internal capsule, with minor injury to the corpus callosum, was in close agreement with preoperative trajectory modeling. Comparison of pre- and postoperative HDFT data facilitated quantification of the benefits and costs of the surgical trajectory. Future studies will help to determine whether HDFT combined with endoscopic port surgery facilitates anatomical and functional preservation in such challenging cases.
- Published
- 2010
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43. Multicomponent T2* mapping of knee cartilage: technical feasibility ex vivo.
- Author
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Qian Y, Williams AA, Chu CR, and Boada FE
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Feasibility Studies, Female, Humans, Image Enhancement methods, In Vitro Techniques, Male, Middle Aged, Reproducibility of Results, Sensitivity and Specificity, Young Adult, Algorithms, Cartilage, Articular pathology, Image Interpretation, Computer-Assisted methods, Magnetic Resonance Imaging methods, Osteoarthritis, Knee pathology
- Abstract
Disorganization of collagen fibers is a sign of early-stage cartilage degeneration in osteoarthritic knees. Water molecules trapped within well-organized collagen fibrils would be sensitive to collagen alterations. Multicomponent effective transverse relaxation (T2*) mapping with ultrashort echo time acquisitions is here proposed to probe short T(2) relaxations in those trapped water molecules. Six human tibial plateau explants were scanned on a 3T MRI scanner using a home-developed ultrashort echo time sequence with echo times optimized via Monte Carlo simulations. Time constants and component intensities of T2* decays were calculated at individual pixels, using the nonnegative least squares algorithm. Four T2*-decay types were found: 99% of cartilage pixels having mono-, bi-, or nonexponential decay, and 1% showing triexponential decay. Short T2* was mainly in 1-6 ms, while long T2* was ∼ 22 ms. A map of decay types presented spatial distribution of these T2* decays. These results showed the technical feasibility of multicomponent T2* mapping on human knee cartilage explants.
- Published
- 2010
- Full Text
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44. High-resolution spiral imaging on a whole-body 7T scanner with minimized image blurring.
- Author
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Qian Y, Zhao T, Hue YK, Ibrahim TS, and Boada FE
- Subjects
- Humans, Reproducibility of Results, Sensitivity and Specificity, Algorithms, Artifacts, Image Enhancement methods, Image Interpretation, Computer-Assisted methods, Magnetic Resonance Imaging methods, Whole Body Imaging methods
- Abstract
High-resolution (approximately 0.22 mm) images are preferably acquired on whole-body 7T scanners to visualize minianatomic structures in human brain. They usually need long acquisition time ( approximately 12 min) in three-dimensional scans, even with both parallel imaging and partial Fourier samplings. The combined use of both fast imaging techniques, however, leads to occasionally visible undersampling artifacts. Spiral imaging has an advantage in acquisition efficiency over rectangular sampling, but its implementations are limited due to image blurring caused by a strong off-resonance effect at 7T. This study proposes a solution for minimizing image blurring while keeping spiral efficient. Image blurring at 7T was, first, quantitatively investigated using computer simulations and point-spread functions. A combined use of multishot spirals and ultrashort echo time acquisitions was then employed to minimize off-resonance-induced image blurring. Experiments on phantoms and healthy subjects were performed on a whole-body 7T scanner to show the performance of the proposed method. The three-dimensional brain images of human subjects were obtained at echo time = 1.18 ms, resolution = 0.22 mm (field of view = 220 mm, matrix size = 1024), and in-plane spiral shots = 128, using a home-developed ultrashort echo time sequence (acquisition-weighted stack of spirals). The total acquisition time for 60 partitions at pulse repetition time = 100 ms was 12.8 min without use of parallel imaging and partial Fourier sampling. The blurring in these spiral images was minimized to a level comparable to that in gradient-echo images with rectangular acquisitions, while the spiral acquisition efficiency was maintained at eight. These images showed that spiral imaging at 7T was feasible., ((c) 2010 Wiley-Liss, Inc.)
- Published
- 2010
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45. MAP2 immunostaining in thick sections for early ischemic stroke infarct volume in non-human primate brain.
- Author
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Kharlamov A, LaVerde GC, Nemoto EM, Jungreis CA, Yushmanov VE, Jones SC, and Boada FE
- Subjects
- Animals, Brain pathology, Brain Ischemia complications, Cerebral Infarction complications, Image Processing, Computer-Assisted, Immunohistochemistry, Macaca nemestrina, Magnetic Resonance Imaging, Male, Rats, Rats, Sprague-Dawley, Stroke etiology, Tissue Fixation, Brain Ischemia pathology, Cerebral Infarction pathology, Microtubule-Associated Proteins metabolism, Stroke pathology
- Abstract
The delineation of early infarction in large gyrencephalic brain cannot be accomplished with triphenyl-tetrazolium chloride (TTC) due to its limitations in the early phase, nor can it be identified with microtubule-associated protein 2 (MAP2) immunohistochemistry, due to the fragility of large thin sections. We hypothesize that MAP2 immunostaining of thick brain sections can accurately identify early ischemia in the entire monkey brain. Using ischemic brains of one rat and three monkeys, a thick-section MAP2 immunostaining protocol was developed to outline the infarct region over the entire non-human primate brain. Comparison of adjacent thick and thin sections in a rat brain indicated complete correspondence between ischemic regions (100.4mm(3)+/-1.2%, n=7, p=0.44). Thick sections in monkey brain possessed the increased structural stability necessary for the extensive MAP2 immunostaining procedure permitting quantification of the ischemic region as a percent of total monkey brain, giving infarct volumes of 11.4, 16.3, and 19.0% of total brain. Stacked 2D images of the intact thick brain tissue sections provided a 3D representation for comparison to MRI images. The infarct volume of 16.1cm(3) from the MAP2 sections registered with MRI images agreed well with the volume calculated directly from the stained sections of 16.6 cm(3). Thick brain tissue section MAP2 immunostaining provides a new method for determining infarct volume over the entire brain at early time points in a non-human primate model of ischemic stroke.
- Published
- 2009
- Full Text
- View/download PDF
46. Inhomogeneous sodium accumulation in the ischemic core in rat focal cerebral ischemia by 23Na MRI.
- Author
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Yushmanov VE, Kharlamov A, Yanovski B, LaVerde G, Boada FE, and Jones SC
- Subjects
- Animals, Biomarkers metabolism, Brain pathology, Brain Mapping methods, Disease Models, Animal, Disease Progression, Image Processing, Computer-Assisted methods, Male, Photometry, Rats, Rats, Sprague-Dawley, Sodium Isotopes metabolism, Brain metabolism, Brain Ischemia metabolism, Magnetic Resonance Imaging methods, Sodium metabolism
- Abstract
Purpose: To test the hypotheses that (i) the regional heterogeneity of brain sodium concentration ([Na(+)](br)) provides a parameter for ischemic progression not available from apparent diffusion coefficient (ADC) data, and (ii) [Na(+)](br) increases more in ischemic cortex than in the caudate putamen (CP) with its lesser collateral circulation after middle cerebral artery occlusion in the rat., Materials and Methods: (23)Na twisted projection MRI was performed at 3 Tesla. [Na(+)](br) was independently determined by flame photometry. The ischemic core was localized by ADC, by microtubule-associated protein-2 immunohistochemistry, and by changes in surface reflectivity., Results: Within the ischemic core, the ADC ratio relative to the contralateral tissue was homogeneous (0.63 +/- 0.07), whereas the rate of [Na(+)](br) increase (slope) was heterogeneous (P < 0.005): 22 +/- 4%/h in the sites of maximum slope versus 14 +/- 1%/h elsewhere (here 100% is [Na(+)](br) in the contralateral brain). Maximum slopes in the cortex were higher than in CP (P < 0.05). In the ischemic regions, there was no slope/ADC correlation between animals and within the same brain (P > 0.1). Maximum slope was located at the periphery of ischemic core in 8/10 animals., Conclusion: Unlike ADC, (23)Na MRI detected within-core ischemic lesion heterogeneity., ((c) 2009 Wiley-Liss, Inc.)
- Published
- 2009
- Full Text
- View/download PDF
47. Sodium time course using 23Na MRI in reversible focal brain ischemia in the monkey.
- Author
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LaVerde GC, Jungreis CA, Nemoto E, and Boada FE
- Subjects
- Animals, Brain Ischemia pathology, Disease Models, Animal, Haplorhini, Image Processing, Computer-Assisted methods, Sodium Isotopes metabolism, Time Factors, Brain Ischemia metabolism, Magnetic Resonance Imaging methods, Sodium metabolism
- Abstract
Purpose: To demonstrate the use of sodium MRI for measuring the time course of tissue sodium concentration (TSC) in a nonhuman primate model of reversible focal brain ischemia., Materials and Methods: Reversible endovascular focal brain ischemia was induced in nonhuman primates (n = 4), and sodium MRI was performed on a 3 Tesla scanner for monitoring changes in TSC during both the middle cerebral artery (MCA) occlusion and MCA reperfusion portions of the experiment., Results: The TSC increased linearly in the ischemic tissue during MCA occlusion (ranging from a mean TSC increase of 5.44%/h to 7.15%/h across the four subjects), and then there was a statistically significant change from a positive TSC slope during MCA occlusion to a TSC slope after MCA reperfusion that was not statistically different from zero. The linear increase in sodium MRI during brain ischemia was used to estimate the stroke onset time to within 0.45 h in each of the four subjects (with a maximum 95% confidence interval of +/- 1.147 h)., Conclusion: The data indicate that sodium MRI increases linearly during brain ischemia, and that this increase is stopped by tissue reperfusion within 5.4 h after stroke onset., ((c) 2009 Wiley-Liss, Inc.)
- Published
- 2009
- Full Text
- View/download PDF
48. Rosette spectroscopic imaging: optimal parameters for alias-free, high sensitivity spectroscopic imaging.
- Author
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Schirda CV, Tanase C, and Boada FE
- Subjects
- Humans, Image Interpretation, Computer-Assisted, Leg anatomy & histology, Phantoms, Imaging, Sensitivity and Specificity, Signal Processing, Computer-Assisted, Magnetic Resonance Spectroscopy methods
- Abstract
Purpose: To optimize the Rosette trajectories for fast, high sensitivity spectroscopic imaging experiments and to compare this acquisition technique with other chemical shift imaging (CSI) methods., Materials and Methods: A framework for comparing the sensitivity of the Rosette Spectroscopic Imaging (RSI) acquisition to other spectroscopic imaging experiments is outlined. Accounting for hardware constraints, trajectory parameters that provide for optimal sampling and minimal artifact production are found. Along with an analytical expression for the number of excitations to be used in an RSI experiment that is provided, the theoretical precompensation weights used for optimal image reconstruction are derived., Results: The spectral response function for RSI is shown to be approximately the same as the point spread function of standard Fourier reconstructions. While the signal-to-noise ratio (SNR) for an RSI experiment is reduced by the inherent nonuniform sampling of these trajectories, their circular k-space support and speed of spatial encoding leads to greater SNR efficiency and improvements in the total data acquisition time relative to the gold standard CSI approach with square k-space support and to similar efficiency to spiral CSI acquisitions. Numerical simulations and in vivo experimental data are presented to demonstrate the properties of this data acquisition technique., Conclusion: This work demonstrates the use of Rosette trajectories and how to achieve improved efficiency for these trajectories in a two-dimensional spectroscopic imaging experiment.
- Published
- 2009
- Full Text
- View/download PDF
49. Parallel imaging with 3D TPI trajectory: SNR and acceleration benefits.
- Author
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Qian Y, Stenger VA, and Boada FE
- Subjects
- Feasibility Studies, Humans, Magnetic Resonance Imaging instrumentation, Phantoms, Imaging, Reproducibility of Results, Sensitivity and Specificity, Algorithms, Brain anatomy & histology, Image Enhancement methods, Image Interpretation, Computer-Assisted methods, Imaging, Three-Dimensional methods, Magnetic Resonance Imaging methods
- Abstract
Three-dimensional (3D) twisted projection imaging (TPI) trajectory has a unique advantage in sodium ((23)Na) imaging on clinical MRI scanners at 1.5 or 3 T, generating a high signal-to-noise ratio (SNR) with a short acquisition time (approximately 10 min). Parallel imaging with an array of coil elements transits SNR benefits from small coil elements to acquisition efficiency by sampling partial k-space. This study investigates the feasibility of parallel sodium imaging with emphases on SNR and acceleration benefits provided by the 3D TPI trajectory. Computer simulations were used to find available acceleration factors and noise amplification. Human head studies were performed on clinical 1.5/3-T scanners with four-element coil arrays to verify simulation outcomes. In in vivo studies, proton ((1)H) data, however, were acquired for concept-proof purpose. The sensitivity encoding (SENSE) method with the conjugate gradient algorithm was used to reconstruct images from accelerated TPI-SENSE data sets. Self-calibration was employed to estimate coil sensitivities. Noise amplification in TPI-SENSE was evaluated using multiple noise trials. It was found that the acceleration factor was as high as 5.53 (corresponding to acceleration number 2 x 3, ring-by-rotation), with a small image error of 6.9% when TPI projections were reduced in both polar (ring) and azimuthal (rotation) directions. The average noise amplification was as low as 98.7%, or 27% lower than Cartesian SENSE at that acceleration factor. The 3D nature of both TPI trajectory and coil sensitivities might be responsible for the high acceleration and low noise amplification. Consequently, TPI-SENSE may have potential advantages for parallel sodium imaging.
- Published
- 2009
- Full Text
- View/download PDF
50. Sodium mapping in focal cerebral ischemia in the rat by quantitative (23)Na MRI.
- Author
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Yushmanov VE, Yanovski B, Kharlamov A, LaVerde G, Boada FE, and Jones SC
- Subjects
- Animals, Brain Ischemia pathology, Disease Models, Animal, Male, Rats, Rats, Sprague-Dawley, Sodium chemistry, Time Factors, Brain Ischemia diagnosis, Magnetic Resonance Imaging methods
- Abstract
Purpose: To validate (23)Na twisted projection magnetic resonance imaging (MRI) as a quantitative technique to assess local brain sodium concentration ([Na(+)](br)) during rat focal ischemia every 5.3 minutes., Materials and Methods: The MRI protocol included an ultrashort echo-time (0.4 msec), a correction of radiofrequency (RF) inhomogeneities by B(1) mapping, and the use of 0-154 mM NaCl calibration standards. To compare MRI [Na(+)](br) values with those obtained by emission flame photometry in precision-punched brain samples of about 0.5 mm(3) size, MR images were aligned with a histological three-dimensional reconstruction of the punched brain and regions of interest (ROIs) were placed precisely over the punch voids., Results: The Bland-Altman analysis of [Na(+)](br) in normal and ischemic cortex and caudate putamen of seven rats quantitated by (23)Na MRI and flame photometry yielded a mean bias and limits of agreement (at +/-1.96 SD) of 2% and 43% of average, respectively. A linear increase in [Na(+)](br) was observed between 1 and 6 hours after middle cerebral artery occlusion., Conclusion: (23)Na MRI provides accurate and reliable results within the whole range of [Na(+)](br) in ischemia with a temporal resolution of 5.3 minutes and precisely targeted submicroliter ROIs in selected brain structures.
- Published
- 2009
- Full Text
- View/download PDF
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