52 results on '"Jennifer A. McNab"'
Search Results
2. Aberrant impulse control circuitry in obesity
- Author
-
Daniel A. N. Barbosa, Fiene Marie Kuijper, Jeffrey Duda, Allan R. Wang, Samuel C. D. Cartmell, Sabir Saluja, Tricia Cunningham, Rajat S. Shivacharan, Mahendra T. Bhati, Debra L. Safer, James D. Lock, Robert C. Malenka, Ricardo de Oliveira-Souza, Nolan R. Williams, Murray Grossman, James C. Gee, Jennifer A. McNab, Cara Bohon, and Casey H. Halpern
- Subjects
Cellular and Molecular Neuroscience ,Psychiatry and Mental health ,Reward ,Impulsive Behavior ,Humans ,Prefrontal Cortex ,Female ,Obesity ,Molecular Biology ,Nucleus Accumbens - Abstract
The ventromedial prefrontal cortex (vmPFC) to nucleus accumbens (NAc) circuit has been implicated in impulsive reward-seeking. This disinhibition has been implicated in obesity and often manifests as binge eating, which is associated with worse treatment outcomes and comorbidities. It remains unclear whether the vmPFC-NAc circuit is perturbed in impulsive eaters with obesity. Initially, we analyzed publicly available, high-resolution, normative imaging data to localize where vmPFC structural connections converged within the NAc. These structural connections were found to converge ventromedially in the presumed NAc shell subregion. We then analyzed multimodal clinical and imaging data to test the a priori hypothesis that the vmPFC-NAc shell circuit is linked to obesity in a sample of female participants that regularly engaged in impulsive eating (i.e., binge eating). Functionally, vmPFC-NAc shell resting-state connectivity was inversely related to body mass index (BMI) and decreased in the obese state. Structurally, vmPFC-NAc shell structural connectivity and vmPFC thickness were inversely correlated with BMI; obese binge-prone participants exhibited decreased vmPFC-NAc structural connectivity and vmPFC thickness. Finally, to examine a causal link to binge eating, we directly probed this circuit in one binge-prone obese female using NAc deep brain stimulation in a first-in-human trial. Direct stimulation of the NAc shell subregion guided by local behaviorally relevant electrophysiology was associated with a decrease in number of weekly episodes of uncontrolled eating and decreased BMI. This study unraveled vmPFC-NAc shell circuit aberrations in obesity that can be modulated to restore control over eating behavior in obesity.
- Published
- 2022
- Full Text
- View/download PDF
3. Human habit neural circuitry may be perturbed in eating disorders
- Author
-
Allan R. Wang, Fiene Marie Kuijper, Daniel A. N. Barbosa, Kelsey E. Hagan, Eric Lee, Elizabeth Tong, Eun Young Choi, Jennifer A. McNab, Cara Bohon, and Casey H. Halpern
- Subjects
General Medicine - Abstract
Circuit-based mechanisms mediating the development and execution of habitual behaviors involve complex cortical-striatal interactions that have been investigated in animal models and more recently in humans. However, how human brain circuits implicated in habit formation may be perturbed in psychiatric disorders remains unclear. First, we identified the locations of the sensorimotor putamen and associative caudate in the human brain using probabilistic tractography from Human Connectome Project data. We found that multivariate connectivity of the sensorimotor putamen was altered in humans with binge eating disorder and bulimia nervosa and that the degree of alteration correlated with severity of disordered eating behavior. Furthermore, the extent of this circuit aberration correlated with mean diffusivity in the sensorimotor putamen and decreased basal dopamine D 2/3 receptor binding potential in the striatum, consistent with previously reported microstructural changes and dopamine signaling mediating habit learning in animal models. Our findings suggest a neural circuit that links habit learning and binge eating behavior in humans, which could, in part, explain the treatment-resistant behavior common to eating disorders and other psychiatric conditions.
- Published
- 2023
- Full Text
- View/download PDF
4. Distortion-Free Diffusion Imaging Using Self-Navigated Cartesian Echo-Planar Time Resolved Acquisition and Joint Magnitude and Phase Constrained Reconstruction
- Author
-
Fanrui Fu, Philip K. Lee, Kawin Setsompop, Jennifer A. McNab, Zijing Dong, and Erpeng Dai
- Subjects
Phase Variation ,Radiological and Ultrasound Technology ,Echo-Planar Imaging ,Image quality ,Computer science ,Phase (waves) ,Brain ,Pulse sequence ,Signal ,Article ,Computer Science Applications ,law.invention ,Background noise ,Diffusion Magnetic Resonance Imaging ,law ,Phase correlation ,Image Processing, Computer-Assisted ,Cartesian coordinate system ,Electrical and Electronic Engineering ,Diffusion (business) ,Algorithm ,Software - Abstract
Echo-planar time resolved imaging (EPTI) is an effective approach for acquiring high-quality distortion-free images with a multi-shot EPI (ms-EPI) readout. As with traditional ms-EPI acquisitions, inter-shot phase variations present a main challenge when incorporating EPTI into a diffusion-prepared pulse sequence. The aim of this study is to develop a self-navigated Cartesian EPTI-based (scEPTI) acquisition together with a magnitude and phase constrained reconstruction for distortion-free diffusion imaging. A self-navigated Cartesian EPTI-based diffusion-prepared pulse sequence is designed. The different phase components in EPTI diffusion signal are analyzed and an approach to synthesize a fully phase-matched navigator for the inter-shot phase correction is demonstrated. Lastly, EPTI contains richer magnitude and phase information than conventional ms-EPI, such as the magnitude and phase correlations along the temporal dimension. The potential of these magnitude and phase correlations to enhance the reconstruction is explored. The reconstruction results with and without phase matching and with and without phase or magnitude constraints are compared. Compared with reconstruction without phase matching, the proposed phase matching method can improve the accuracy of inter-shot phase correction and reduce signal corruption in the final diffusion images. Magnitude constraints further improve image quality by suppressing the background noise and thereby increasing SNR, while phase constraints can mitigate possible image blurring from adding magnitude constraints. The high-quality distortion-free diffusion images and simultaneous diffusion-relaxometry imaging capacity provided by the proposed EPTI design represent a highly valuable tool for both clinical and neuroscientific assessments of tissue microstructure.
- Published
- 2022
- Full Text
- View/download PDF
5. Augmented Reality for Retrosigmoid Craniotomy Planning
- Author
-
Christoph Leuze, Jennifer A. McNab, Caio A. Neves, Nassir Navab, Nikolas H. Blevins, Yona Vaisbuch, and Alejandro M. Gomez
- Subjects
Sigmoid sinus ,medicine.medical_specialty ,Surgical approach ,business.industry ,medicine.medical_treatment ,Osteotomy ,Auditory canal ,Cadaver ,medicine ,Augmented reality ,Neurology (clinical) ,Radiology ,Cadaveric spasm ,business ,Craniotomy - Abstract
While medical imaging data have traditionally been viewed on two-dimensional (2D) displays, augmented reality (AR) allows physicians to project the medical imaging data on patient's bodies to locate important anatomy. We present a surgical AR application to plan the retrosigmoid craniotomy, a standard approach to access the posterior fossa and the internal auditory canal. As a simple and accurate alternative to surface landmarks and conventional surgical navigation systems, our AR application augments the surgeon's vision to guide the optimal location of cortical bone removal. In this work, two surgeons performed a retrosigmoid approach 14 times on eight cadaver heads. In each case, the surgeon manually aligned a computed tomography (CT)-derived virtual rendering of the sigmoid sinus on the real cadaveric heads using a see-through AR display, allowing the surgeon to plan and perform the craniotomy accordingly. Postprocedure CT scans were acquired to assess the accuracy of the retrosigmoid craniotomies with respect to their intended location relative to the dural sinuses. The two surgeons had a mean margin of davg = 0.6 ± 4.7 mm and davg = 3.7 ± 2.3 mm between the osteotomy border and the dural sinuses over all their cases, respectively, and only positive margins for 12 of the 14 cases. The intended surgical approach to the internal auditory canal was successfully achieved in all cases using the proposed method, and the relatively small and consistent margins suggest that our system has the potential to be a valuable tool to facilitate planning a variety of similar skull-base procedures.
- Published
- 2021
- Full Text
- View/download PDF
6. Evidence for the role of the dorsal ventral lateral posterior thalamic nucleus connectivity in deep brain stimulation for Gilles de la Tourette syndrome
- Author
-
Jennifer A. McNab, Casey H. Halpern, Bina Kakusa, Sabir Saluja, Nolan R. Williams, Samuel C. D. Cartmell, Flint M. Espil, and Daniel A N Barbosa
- Subjects
Deep brain stimulation ,business.industry ,Deep Brain Stimulation ,medicine.medical_treatment ,Thalamus ,030227 psychiatry ,03 medical and health sciences ,Psychiatry and Mental health ,Diencephalon ,0302 clinical medicine ,Superior frontal gyrus ,Tics ,medicine ,Humans ,Middle frontal gyrus ,Brainstem ,business ,Neuroscience ,030217 neurology & neurosurgery ,Biological Psychiatry ,Lateral Thalamic Nuclei ,Tourette Syndrome ,Tractography ,Diffusion MRI - Abstract
Gilles de la Tourette syndrome (GTS) can manifest as debilitating, medically-refractory tics for which deep brain stimulation (DBS) of the centromedian-parafascicular complex (CM) can provide effective treatment. However, patients have reported benefit with activation of contacts dorsal to the CM and likely in the ventro-lateral thalamus (VL). At our institution, a case of a robust and durable response in a GTS patient required stimulation in the CM and more dorsally. We explore the structural connectivity of thalamic subregions associated with GTS using diffusion MRI tractography. Diffusion weighted images from 40 healthy Human Connectome Project (HCP) subjects and our GTS patient were analyzed. The VL posterior nucleus (VLp) and the CM were used as seeds for whole-brain probabilistic tractography. Leads were localized via linear registration of pre-/post-operative imaging and cross-referenced with the DBS Intrinsic Template Atlas. Tractography revealed high streamline probability from the CM and VLp to the superior frontal gyrus, rostral middle frontal gyrus, brainstem, and ventral diencephalon. Given reported variable responses to DBS along the thalamus, we segmented the VLp based on its connectivity profile. Ventral and dorsal subdivisions emerged, with streamline probability patterns differing between the dorsal VLp and CM. The CM, the most reported DBS target for GTS, and the dorsal VLp have different but seemingly complimentary connectivity profiles as evidenced by our patient who, at 1-year post-operatively, had significant therapeutic benefit. Stimulation of both regions may better target reward and motor circuits, resulting in enhanced symptom control for GTS.
- Published
- 2021
- Full Text
- View/download PDF
7. Application of holographic augmented reality for external approaches to the frontal sinus
- Author
-
Jennifer A. McNab, Nikolas H. Blevins, Peter H. Hwang, Caio A. Neves, Yona Vaisbuch, Bruce L. Daniel, and Christoph Leuze
- Subjects
medicine.medical_treatment ,Perforation (oil well) ,Osteotomy ,Surgical Flaps ,03 medical and health sciences ,Imaging, Three-Dimensional ,0302 clinical medicine ,medicine ,Humans ,Immunology and Allergy ,030223 otorhinolaryngology ,book ,Surface anatomy ,Sinus (anatomy) ,Frontal sinus ,Augmented Reality ,business.industry ,Computer aided surgery ,medicine.anatomical_structure ,Surgery, Computer-Assisted ,030228 respiratory system ,Otorhinolaryngology ,Frontal Sinus ,book.journal ,Tomography, X-Ray Computed ,business ,Nuclear medicine ,Cadaveric spasm ,Orbit (anatomy) - Abstract
BACKGROUND External approaches to the frontal sinus such as osteoplastic flaps are challenging because they require blind entry into the sinus, posing risks of injury to the brain or orbit. Intraoperative computed tomography (CT)-based navigation is the current standard for planning the approach, but still necessitates blind entry into the sinus. The aim of this work was to describe a novel technique for external approaches to the frontal sinus using a holographic augmented reality (AR) application. METHODS Our team developed an AR system to create a 3-dimensional (3D) hologram of key anatomical structures, based on CT scans images. Using Magic Leap AR goggles for visualization, the frontal sinus hologram was aligned to the surface anatomy in 6 fresh cadaveric heads' anatomic boundaries, and the boundaries of the frontal sinus were demarcated based on the margins of the fused image. Trephinations and osteoplastic flap approaches were performed. The specimens were re-scanned to assess the accuracy of the osteotomy with respect to the actual frontal sinus perimeter. RESULTS Registration and surgery were completed successfully in all specimens. Registration required an average of 2 minutes. The postprocedure CT showed a mean difference of 1.4 ± 4.1 mm between the contour of the osteotomy and the contour of the frontal sinus. One surgical complication (posterior table perforation) occurred (16%). CONCLUSION We describe proof of concept of a novel technique utilizing AR to enhance external approaches to the frontal sinus. Holographic AR-enhanced surgical navigation holds promise for enhanced visualization of target structures during surgical approaches to the sinuses.
- Published
- 2020
- Full Text
- View/download PDF
8. A hedonic orexigenic subnetwork within the human hippocampus
- Author
-
Daniel A. N. Barbosa, Sandra Gattas, Juliana S. Salgado, Fiene Marie Kuijper, Allan R. Wang, Yuhao Huang, Bina Kakusa, Christoph Leuze, Artur Luczak, Paul Rapp, Robert C. Malenka, Kai J. Miller, Boris D. Heifets, Cara Bohon, Jennifer A. McNab, and Casey H. Halpern
- Abstract
Only recently has the rodent hippocampus been implicated in orexigenic appetitive processing1,2. This function has been found to be mediated at least in part by lateral hypothalamic inputs involving an orexigenic neuropeptide, melanin-concentrating hormone3. This circuit remains elusive in humans. Here, we combine tractography, intracranial electrophysiology, cortico-subcortical evoked potentials, and brain-clearing 3D histology to identify an orexigenic circuit involving the lateral hypothalamus converging in a hippocampal subregion. We found that low-frequency power is modulated by sweet-fat food cues and this modulation was specific to the dorsolateral hippocampus. Lastly, structural and functional analyses of this circuit in a human cohort exhibiting dysregulated eating behavior revealed connectivity that was inversely related to body mass index. Collectively, this multimodal approach describes an orexigenic subnetwork within the human hippocampus implicated in obesity and related eating disorders.
- Published
- 2022
- Full Text
- View/download PDF
9. Complex negative emotions induced by electrical stimulation of the human hypothalamus
- Author
-
Josef Parvizi, Michael J. Veit, Daniel A.N. Barbosa, Aaron Kucyi, Claire Perry, Jonathon J. Parker, Rajat S. Shivacharan, Fengyixuan Chen, Jennifer Yih, James J. Gross, Robert Fisher, Jennifer A. McNab, Jessica Falco-Walter, and Casey H. Halpern
- Subjects
Brain Mapping ,General Neuroscience ,Emotions ,Biophysics ,Hypothalamus ,Humans ,Neurology (clinical) ,Evoked Potentials ,Electric Stimulation - Abstract
Stimulation of the ventromedial hypothalamic region in animals has been reported to cause attack behavior labeled as sham-rage without offering information about the internal affective state of the animal being stimulated.To examine the causal effect of electrical stimulation near the ventromedial region of the human hypothalamus on the human subjective experience and map the electrophysiological connectivity of the hypothalamus with other brain regions.We examined a patient (Subject S20_150) with intracranial electrodes implanted across 170 brain regions, including the hypothalamus. We combined direct electrical stimulation with tractography, cortico-cortical evoked potentials (CCEP), and functional connectivity using resting state intracranial electroencephalography (EEG).Recordings in the hypothalamus did not reveal any epileptic abnormalities. Electrical stimulations near the ventromedial hypothalamus induced profound shame, sadness, and fear but not rage or anger. When repeated single-pulse stimulations were delivered to the hypothalamus, significant responses were evoked in the amygdala, hippocampus, ventromedial-prefrontal and orbitofrontal cortices, anterior cingulate, as well as ventral-anterior and dorsal-posterior insula. The time to first peak of these evoked responses varied and earliest propagations correlated best with the measures of resting-state EEG connectivity and structural connectivity.This patient's case offers details about the affective state induced by the stimulation of the human hypothalamus and provides causal evidence relevant to current theories of emotion. The complexity of affective state induced by the stimulation of the hypothalamus and the profile of hypothalamic electrophysiological connectivity suggest that the hypothalamus and its connected structures ought to be seen as causally important for human affective experience.
- Published
- 2021
10. Multi‐shot diffusion‐weighted MRI reconstruction with magnitude‐based spatial‐angular locally low‐rank regularization (SPA‐LLR)
- Author
-
Xiaole Wang, Bruce L. Daniel, Yuxin Hu, Grant Yang, Jennifer A. McNab, Brian A. Hargreaves, and Qiyuan Tian
- Subjects
Physics ,Isotropy ,Joint reconstruction ,Regularization (mathematics) ,Reconstruction method ,Article ,030218 nuclear medicine & medical imaging ,Motion ,03 medical and health sciences ,Diffusion Magnetic Resonance Imaging ,0302 clinical medicine ,Angular correlation ,Nonlinear model ,Radiology, Nuclear Medicine and imaging ,Noise level ,Artifacts ,Algorithm ,Algorithms ,030217 neurology & neurosurgery ,Diffusion MRI - Abstract
Purpose To resolve the motion-induced phase variations in multi-shot multi-direction diffusion-weighted imaging (DWI) by applying regularization to magnitude images. Theory and methods A nonlinear model was developed to estimate phase and magnitude images separately. A locally low-rank regularization (LLR) term was applied to the magnitude images from all diffusion-encoding directions to exploit the spatial and angular correlation. In vivo experiments with different resolutions and b-values were performed to validate the proposed method. Results The proposed method significantly reduces the noise level compared to the conventional reconstruction method and achieves submillimeter (0.8mm and 0.9mm isotropic resolutions) DWI with a b-value of 1,000 s / mm 2 and 1-mm isotropic DWI with a b-value of 2,000 s / mm 2 without modification of the sequence. Conclusions A joint reconstruction method with spatial-angular LLR regularization on magnitude images substantially improves multi-direction DWI reconstruction, simultaneously removes motion-induced phase artifacts, and denoises images.
- Published
- 2019
- Full Text
- View/download PDF
11. The first awake simultaneous PET-MR study of an adult with fragile X syndrome: A case report
- Author
-
Scott S. Hall, Sharon J. Pitteri, Trine Hjørnevik, Daniel A N Barbosa, Bin Shen, Sang Eun Kim, Christoph Leuze, Jun Hyung Park, Jessica Tseng, Daniel M. Spielman, Jennifer A. McNab, Meng Gu, Jae Ho Jung, Byung Chul Lee, Lawrence K. Fung, Soujanya Gade, and Frederick T. Chin
- Subjects
Fragile X syndrome ,business.industry ,Medicine ,Nuclear medicine ,business ,medicine.disease - Abstract
Introduction: Fragile X syndrome (FXS) is a debilitating neurogenetic disorder that can result in a multitude of impairments in cognition, memory, and learning. Case Presentation: a 25-year-old male with FXS participated in this study. The participant obtained scores in the non-spectrum range on the Autism Diagnostic Observation Scale and obtained an full scale IQ score of 57 (Verbal IQ = 23 and Nonverbal IQ = 34) on the Stanford-Binet Intelligence Scales (SB-5). On the Vineland Adaptive Behavior Scales, 2nd Edition (VABS-2) he obtained a composite score of 66. Pre-scan serum cortisol reactivity was 16.45 mcg/dL. Following a [18F]flumazenil (5mCi) intravenous bolus injection, the participant was scanned without sedation on a hybrid PET-MR system (Signa, GE Healthcare, Waukesha, WI) for 60 mins. List mode PET data, structural and diffusion MRI (DWI), and MR spectroscopy (MRS) were acquired simultaneously. Quantitative PET and DWI measures were extracted from 83 pre-defined regions of interest. MRS data was collected from two 20 cc voxels (thalamus and dorsolateral prefrontal cortex). Conclusion: This is the first study to investigate neuromolecular behavior in FXS without the use of sedation using PET-MR. Mapping the neuromolecular differences in FXS can lead to targeted treatments that can significantly improve quality of life for families and individuals with intellectual disabilities.
- Published
- 2021
- Full Text
- View/download PDF
12. Augmented Reality Guided Retrosigmoid Approach
- Author
-
Nikolas H. Blevins, Christoph Leuze, Vaisbuch Yona, Jennifer A. McNab, Bruce L. Daniel, Alejandro M. Gomez, Nassir Navab, and Caio A. Neves
- Subjects
Human–computer interaction ,business.industry ,Retrosigmoid approach ,Medicine ,Augmented reality ,business - Published
- 2021
- Full Text
- View/download PDF
13. Landmark-based mixed-reality perceptual alignment of medical imaging data and accuracy validation in living subjects
- Author
-
Bruce L. Daniel, Jennifer A. McNab, Christoph Leuze, and Supriya Sathyanarayana
- Subjects
Landmark ,Computer science ,business.industry ,Tracking system ,Mixed reality ,030218 nuclear medicine & medical imaging ,Rendering (computer graphics) ,Visualization ,03 medical and health sciences ,0302 clinical medicine ,Medical imaging ,Computer vision ,Augmented reality ,Artificial intelligence ,Fiducial marker ,business ,030217 neurology & neurosurgery - Abstract
Medical augmented reality (AR) applications where virtual renderings are aligned with the real world allow to visualize internal anatomy of the patient to a medical caregiver wearing an AR headset. Accurate alignment of virtual and real content is important for applications where the virtual rendering is used to guide the medical procedure such as a surgery. Compared to 2D AR applications, where the alignment accuracy can be directly measured on the 2D screen, 3D medical AR applications require alignment measurements using phantoms and external tracking systems. In this paper we present an approach for landmark-based alignment, validation and accuracy measurement of a 3D AR overlay of medical images on the real-world subject. This is done by performing an initial MRI of a subject’s head, an AR alignment task of the virtual rendering of the head MRI data to the subject’s real-world head using virtual fiducials, and a second MRI scan to test the accuracy of the AR alignment task. We have performed these 3D medical AR alignment measurements on seven volunteers using a MagicLeap AR head-mounted display. Across all seven volunteers we measured an alignment accuracy of $4.7 \pm 2.6$ mm. These results suggest that such an AR application can be a valuable tool for guiding non-invasive transcranial magnetic brain stimulation treatment. The presented MRI-based accuracy validation will furthermore be an important versatile tool to establish the safety of medical AR techniques. Index Terms: Mixed / augmented reality; Visualization design and evaluation methods
- Published
- 2020
- Full Text
- View/download PDF
14. Comparison of head pose tracking methods for mixed-reality neuronavigation for transcranial magnetic stimulation
- Author
-
Brian A. Hargreaves, Bruce L. Daniel, Gordon Wetzstein, Supriya Sathyanarayana, Amit Etkin, Mahendra T. Bhati, Jennifer A. McNab, and Christoph Leuze
- Subjects
Tracking error ,Neuronavigation ,Computer science ,business.industry ,Headset ,Head (vessel) ,Computer vision ,Artificial intelligence ,Focus (optics) ,Tracking (particle physics) ,business ,Mixed reality ,Visualization - Abstract
Purpose: Repetitive Transcranial Magnetic Stimulation (rTMS) is an important treatment option for medication resistant depression. It uses an electromagnetic coil that needs to be positioned accurately at a specific location and angle next to the head such that specific brain areas are stimulated. Existing image-guided neuronavigation systems allow accurate targeting but add cost, training and setup times, preventing their wide-spread use in the clinic. Mixed-reality neuronavigation can help mitigate these issues and thereby enable more widespread use of image-based neuronavigation by providing a much more intuitive and streamlined visualization of the target. A mixed-reality neuronavigation system requires two core functionalities: 1) tracking of the patient's head and 2) visualization of targeting-related information. Here we focus on the head tracking functionality and compare three different head tracking methods for a mixed-reality neuronavigation system. Methods: We integrated three head tracking methods into the mixed reality neuronavigation framework and measured their accuracy. Specifically, we experimented with (a) marker-based tracking with a mixed reality headset (optical see-through head-mounted display (OST-HMD)) camera, (b) marker-based tracking with a world-anchored camera and (c) markerless RGB-depth (RGB-D) tracking with a world-anchored camera. To measure the accuracy of each approach, we measured the distance between real-world and virtual target points on a mannequin head. Results: The mean tracking error for the initial head pose and the head rotated by 10° and 30° for the three methods respectively was: (a) 3.54±1.10 mm, 3.79±1.78 mm and 4.08±1.88 mm, (b) 3.97±1.41 mm, 6.01±2.51 mm and 6.84±3.48 mm, (c) 3.16±2.26 mm, 4.46±2.30 mm and 5.83±3.70 mm. Conclusion: For the initial head pose, all three methods achieved the required accuracy of < 5 mm for TMS treatment. For smaller head rotations of 10°, only the marker-based (a) and markerless method (c) delivered sufficient accuracy for TMS treatment. For larger head rotations of 30°, only the marker-based method (a) achieved sufficient accuracy. While the markerless method (c) did not provide sufficient accuracy for TMS at the larger head rotations, it offers significant advantages such as occlusion-handling and stability and could potentially meet the accuracy requirements with further methodological refinements.
- Published
- 2020
- Full Text
- View/download PDF
15. Motion‐robust reconstruction of multishot diffusion‐weighted images without phase estimation through locally low‐rank regularization
- Author
-
Brian L. Hargreaves, Valentina Taviani, Yuxin Hu, Catherine J. Moran, Evan Levine, Qiyuan Tian, Jennifer A. McNab, Shreyas S. Vasanawala, Bruce A. Daniel, and Xiaole Wang
- Subjects
Computer science ,Breast imaging ,Image quality ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Article ,030218 nuclear medicine & medical imaging ,Motion ,03 medical and health sciences ,0302 clinical medicine ,Neuroimaging ,Robustness (computer science) ,Image Interpretation, Computer-Assisted ,Image Processing, Computer-Assisted ,Humans ,Radiology, Nuclear Medicine and imaging ,Breast ,Fourier Analysis ,Pixel ,Brain ,Reproducibility of Results ,Condensed Matter::Mesoscopic Systems and Quantum Hall Effect ,Reconstruction method ,Healthy Volunteers ,Diffusion Magnetic Resonance Imaging ,Diffusion Tensor Imaging ,Convex model ,Artifacts ,Algorithm ,Algorithms ,030217 neurology & neurosurgery - Abstract
Purpose The goal of this work is to propose a motion robust reconstruction method for diffusion-weighted MRI that resolves shot-to-shot phase mismatches without using phase estimation. Methods Assuming that shot-to-shot phase variations are slowly varying, spatial-shot matrices can be formed using a local group of pixels to form columns, in which each column is from a different shot (excitation). A convex model with a locally low-rank constraint on the spatial-shot matrices is proposed. In vivo brain and breast experiments were performed to evaluate the performance of the proposed method. Results The proposed method shows significant benefits when the motion is severe, such as for breast imaging. Furthermore, the resulting images can be used for reliable phase estimation in the context of phase-estimation-based methods to achieve even higher image quality. Conclusion We introduced the shot-locally low-rank method, a reconstruction technique for multishot diffusion-weighted MRI without explicit phase estimation. In addition, its motion robustness can be beneficial to neuroimaging and body imaging.
- Published
- 2018
- Full Text
- View/download PDF
16. Diffusion MRI tractography for improved transcranial MRI-guided focused ultrasound thalamotomy targeting for essential tremor
- Author
-
Christian J. Thaler, Jennifer A. McNab, Maged Goubran, Kim Butts Pauly, Pejman Ghanouni, Raag D. Airan, Qiyuan Tian, Michael Zeineh, W. Jeffrey Elias, Diane S. Huss, Jaimie M. Henderson, Casey H. Halpern, and Max Wintermark
- Subjects
Transcranial MRI-guided focused ultrasound ,Essential Tremor ,Ultrasonic Therapy ,Cognitive Neuroscience ,Dentatothalamic tract ,medicine.medical_treatment ,Thalamus ,lcsh:Computer applications to medicine. Medical informatics ,lcsh:RC346-429 ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Diffusion Tractography ,lcsh:Neurology. Diseases of the nervous system ,Diffusion tractography ,Brain Mapping ,business.industry ,Thalamotomy ,Motor Cortex ,Regular Article ,Magnetic Resonance Imaging ,Diffusion Magnetic Resonance Imaging ,Diffusion Tensor Imaging ,Treatment Outcome ,Dentate nucleus ,medicine.anatomical_structure ,Ventral intermediate nucleus ,Neurology ,lcsh:R858-859.7 ,Neurosurgical targeting ,Neurology (clinical) ,Nuclear medicine ,business ,030217 neurology & neurosurgery ,Diffusion MRI ,Motor cortex ,Tractography - Abstract
Purpose To evaluate the use of diffusion magnetic resonance imaging (MRI) tractography for neurosurgical guidance of transcranial MRI-guided focused ultrasound (tcMRgFUS) thalamotomy for essential tremor (ET). Materials and methods Eight patients with medication-refractory ET were treated with tcMRgFUS targeting the ventral intermediate nucleus (Vim) of the thalamus contralateral to their dominant hand. Diffusion and structural MRI data and clinical evaluations were acquired pre-treatment and post-treatment. To identify the optimal target location, tractography was performed on pre-treatment diffusion MRI data between the treated thalamus and the hand-knob region of the ipsilateral motor cortex, the entire ipsilateral motor cortex and the contralateral dentate nucleus. The tractography-identified locations were compared to the lesion location delineated on 1 year post-treatment T2-weighted MR image. Their overlap was correlated with the clinical outcomes measured by the percentage change of the Clinical Rating Scale for Tremor scores acquired pre-treatment, as well as 1 month, 3 months, 6 months and 1 year post-treatment. Results The probabilistic tractography was consistent from subject-to-subject and followed the expected anatomy of the thalamocortical radiation and the dentatothalamic tract. Higher overlap between the tractography-identified location and the tcMRgFUS treatment-induced lesion highly correlated with better treatment outcome (r = −0.929, −0.75, −0.643, p = 0.00675, 0.0663, 0.139 for the tractography between the treated thalamus and the hand-knob region of the ipsilateral motor cortex, the entire ipsilateral motor cortex and the contralateral dentate nucleus, respectively, at 1 year post-treatment). The correlation for the tractography between the treated thalamus and the hand-knob region of the ipsilateral motor cortex is the highest for all time points (r = −0.719, −0.976, −0.707, −0.929, p = 0.0519, 0.000397, 0.0595, 0.00675 at 1 month, 3 months, 6 months and 1 year post-treatment, respectively). Conclusion Our data support the use of diffusion tractography as a complementary approach to current targeting methods for tcMRgFUS thalamotomy., Highlights • Retrospectively used tractography to define a target for MRgFUS thalamotomy for ET. • Larger overlap between tractography and lesion correlates with better outcomes. • Strongest correlations for tract between the thalamus and motor hand-knob region • Diffusion tractography is a complementary approach to current targeting methods.
- Published
- 2018
- Full Text
- View/download PDF
17. Double diffusion encoding MRI for the clinic
- Author
-
Grant Yang, Jennifer A. McNab, Max Wintermark, Christoph Leuze, and Qiyuan Tian
- Subjects
Adult ,Male ,Accuracy and precision ,Multiple Sclerosis ,Fluid-attenuated inversion recovery ,Article ,Diffusion Anisotropy ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Nuclear magnetic resonance ,Fractional anisotropy ,Image Processing, Computer-Assisted ,medicine ,Humans ,Computer Simulation ,Radiology, Nuclear Medicine and imaging ,Diffusion (business) ,Physics ,medicine.diagnostic_test ,Orientation (computer vision) ,Brain ,Magnetic resonance imaging ,Middle Aged ,White Matter ,Diffusion Magnetic Resonance Imaging ,Female ,030217 neurology & neurosurgery ,Diffusion MRI - Abstract
Purpose The purpose of this study is to develop double diffusion encoding (DDE) MRI methods for clinical use. Microscopic diffusion anisotropy measurements from DDE promise greater specificity to changes in tissue microstructure compared with conventional diffusion tensor imaging, but implementation of DDE sequences on whole-body MRI scanners is challenging because of the limited gradient strengths and lengthy acquisition times. Methods A custom single-refocused DDE sequence was implemented on a 3T whole-body scanner. The DDE gradient orientation scheme and sequence parameters were optimized based on a Gaussian diffusion assumption. Using an optimized 5-min DDE acquisition, microscopic fractional anisotropy (μFA) maps were acquired for the first time in multiple sclerosis patients. Results Based on simulations and in vivo human measurements, six parallel and six orthogonal diffusion gradient pairs were found to be the minimum number of diffusion gradient pairs necessary to produce a rotationally invariant measurement of μFA. Simulations showed that optimal precision and accuracy of μFA measurements were obtained using b-values between 1500 and 3000 s/mm2 . The μFA maps showed improved delineation of multiple sclerosis lesions compared with conventional fractional anisotropy and distinct contrast from T2 -weighted fluid attenuated inversion recovery and T1 -weighted imaging. Conclusion The μFA maps can be measured using DDE in a clinical setting and may provide new opportunities for characterizing multiple sclerosis lesions and other types of tissue degeneration. Magn Reson Med 80:507-520, 2018. © 2017 International Society for Magnetic Resonance in Medicine.
- Published
- 2017
- Full Text
- View/download PDF
18. Acquisition of Diffusion MRI Data
- Author
-
Jennifer A. McNab and Grant Yang
- Subjects
Section (archaeology) ,business.industry ,Computer science ,Encoding (memory) ,Computer vision ,Artificial intelligence ,Magnetic field gradient ,Diffusion (business) ,business ,Signal ,Diffusion MRI - Abstract
This chapter breaks down acquisition considerations for diffusion MRI into the three key components of diffusion-weighted pulse sequences: (I) diffusion encoding, (II) signal refocusing, and (III) image encoding. The first section describes strategies to sensitize the MR signal to the diffusive motion of water molecules using linear magnetic field gradients. The second section discusses how signal refocusing techniques can be tailored to accommodate the desired diffusion encoding and/or mitigate image artifacts. The third section describes rapid image readout strategies commonly employed for diffusion MRI. Standard single-shot echo-planar imaging is discussed along with advancements in accelerated imaging and encoding strategies which aim to address its shortcomings. The fourth section addresses hardware and system limitations and their effect on diffusion MRI. The final section is devoted to a brief summary of considerations for acquiring diffusion MRI outside of the brain.
- Published
- 2020
- Full Text
- View/download PDF
19. Rapid computation of TMS-induced E-fields using a dipole-based magnetic stimulation profile approach
- Author
-
Lucia I. Navarro de Lara, Matti Hämäläinen, Tommi Raij, Sergey N. Makarov, Mohammad Daneshzand, Bruce R. Rosen, Jennifer A. McNab, Aapo Nummenmaa, and Bastien Guerin
- Subjects
Cognitive Neuroscience ,Computation ,Acoustics ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Basis function ,Article ,050105 experimental psychology ,03 medical and health sciences ,Electromagnetic Fields ,0302 clinical medicine ,Position (vector) ,Electric field ,Humans ,0501 psychology and cognitive sciences ,Gray Matter ,Magnetic stimulation profile ,Neuronavigation ,Physics ,Targeting ,Dipole basis functions ,Basis (linear algebra) ,05 social sciences ,Models, Theoretical ,White Matter ,Dosing ,Dipole ,Neurology ,Electromagnetic coil ,Electromagnetic Phenomena ,Magnetic dipole ,Transcranial magnetic stimulation ,030217 neurology & neurosurgery ,RC321-571 - Abstract
Background TMS neuronavigation with on-line display of the induced electric field (E-field) has the potential to improve quantitative targeting and dosing of stimulation, but present commercially available solutions are limited by simplified approximations. Objective Developing a near real-time method for accurate approximation of TMS induced E-fields with subject-specific high-resolution surface-based head models that can be utilized for TMS navigation. Methods Magnetic dipoles are placed on a closed surface enclosing an MRI-based head model of the subject to define a set of basis functions for the incident and total E-fields that define the subject's Magnetic Stimulation Profile (MSP). The near real-time speed is achieved by recognizing that the total E-field of the coil only depends on the incident E-field and the conductivity boundary geometry. The total E-field for any coil position can be obtained by matching the incident field of the stationary dipole basis set with the incident E-field of the moving coil and applying the same basis coefficients to the total E-field basis functions. Results Comparison of the MSP-based approximation with an established TMS solver shows great agreement in the E-field amplitude (relative maximum error around 5%) and the spatial distribution patterns (correlation >98%). Computation of the E-field took ~100 ms on a cortical surface mesh with 120k facets. Conclusion The numerical accuracy and speed of the MSP approximation method make it well suited for a wide range of computational tasks including interactive planning, targeting, dosing, and visualization of the intracranial E-fields for near real-time guidance of coil positioning.
- Published
- 2021
- Full Text
- View/download PDF
20. Comparison of diffusion MRI and CLARITY fiber orientation estimates in both gray and white matter regions of human and primate brain
- Author
-
Karl Deisseroth, Jean-Philippe Thiran, Edward D. Plowey, Jennifer A. McNab, E. M. M. Weber, Maged Goubran, Brian Hsueh, Muhamed Barakovic, Alessandro Daducci, Christoph Leuze, Gary K. Steinberg, Markus Aswendt, Giorgio M. Innocenti, Qiyuan Tian, Ailey K. Crow, and Michael Zeineh
- Subjects
Neurofilament ,Computer science ,Image Processing ,Cognitive Neuroscience ,Fiber orientation ,Feature extraction ,Neuroimaging ,Brain tissue ,Multimodal Imaging ,Structure tensor ,Article ,050105 experimental psychology ,lcsh:RC321-571 ,Imaging ,law.invention ,White matter ,03 medical and health sciences ,Computer-Assisted ,Imaging, Three-Dimensional ,0302 clinical medicine ,Optical imaging ,law ,Image Processing, Computer-Assisted ,medicine ,Animals ,Humans ,0501 psychology and cognitive sciences ,Gray Matter ,lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry ,Tissue clearing ,business.industry ,Optical Imaging ,05 social sciences ,Brain ,Pattern recognition ,Human brain ,White Matter ,Diffusion Magnetic Resonance Imaging ,medicine.anatomical_structure ,Neurology ,Three-Dimensional ,CLARITY ,Macaca ,Artificial intelligence ,business ,030217 neurology & neurosurgery ,Clearance ,Diffusion MRI - Abstract
Diffusion MRI (dMRI) represents one of the few methods for mapping brain fiber orientations non-invasively. Unfortunately, dMRI fiber mapping is an indirect method that relies on inference from measured diffusion patterns. Comparing dMRI results with other modalities is a way to improve the interpretation of dMRI data and help advance dMRI technologies. Here, we present methods for comparing dMRI fiber orientation estimates with optical imaging of fluorescently labeled neurofilaments and vasculature in 3D human and primate brain tissue cuboids cleared using CLARITY. The recent advancements in tissue clearing provide a new opportunity to histologically map fibers projecting in 3D, which represents a captivating complement to dMRI measurements. In this work, we demonstrate the capability to directly compare dMRI and CLARITY in the same human brain tissue and assess multiple approaches for extracting fiber orientation estimates from CLARITY data. We estimate the three-dimensional neuronal fiber and vasculature orientations from neurofilament and vasculature stained CLARITY images by calculating the tertiary eigenvector of structure tensors. We then extend CLARITY orientation estimates to an orientation distribution function (ODF) formalism by summing multiple sub-voxel structure tensor orientation estimates. In a sample containing part of the human thalamus, there is a mean angular difference of 19o±15o between the primary eigenvectors of the dMRI tensors and the tertiary eigenvectors from the CLARITY neurofilament stain. We also demonstrate evidence that vascular compartments do not affect the dMRI orientation estimates by showing an apparent lack of correspondence (mean angular difference = 49o±23o) between the orientation of the dMRI tensors and the structure tensors in the vasculature stained CLARITY images. In a macaque brain dataset, we examine how the CLARITY feature extraction depends on the chosen feature extraction parameters. By varying the volume of tissue over which the structure tensor estimates are derived, we show that orientation estimates are noisier with more spurious ODF peaks for sub-voxels below 30 µm3 and that, for our data, the optimal gray matter sub-voxel size is between 62.5 µm3 and 125 µm3. The example experiments presented here represent an important advancement towards robust multi-modal MRI-CLARITY comparisons.
- Published
- 2021
- Full Text
- View/download PDF
21. Wiring and Molecular Features of Prefrontal Ensembles Representing Distinct Experiences
- Author
-
Ilana B. Witten, Joshua H. Jennings, Kimberly R. Thompson, William E. Allen, Alison L. Barth, Brian Hsueh, Karl Deisseroth, Liqun Luo, Casey H. Halpern, Qiyuan Tian, Ai-Chi Wang, Jennifer A. McNab, Li Ye, Avishek Adhikari, and Charu Ramakrishnan
- Subjects
0301 basic medicine ,Adaptive behavior ,Cell type ,Molecular phenotype ,Biology ,Brain mapping ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,Expression (architecture) ,Cellular logic ,Prefrontal cortex ,Neuroscience ,Basic Helix-Loop-Helix Transcription Factors ,030217 neurology & neurosurgery - Abstract
A major challenge in understanding the cellular diversity of the brain has been linking activity during behavior with standard cellular typology. For example, it has not been possible to determine whether principal neurons in prefrontal cortex active during distinct experiences represent separable cell types, and it is not known whether these differentially active cells exert distinct causal influences on behavior. Here, we develop quantitative hydrogel-based technologies to connect activity in cells reporting on behavioral experience with measures for both brain-wide wiring and molecular phenotype. We find that positive and negative-valence experiences in prefrontal cortex are represented by cell populations that differ in their causal impact on behavior, long-range wiring, and gene expression profiles, with the major discriminant being expression of the adaptation-linked gene NPAS4. These findings illuminate cellular logic of prefrontal cortex information processing and natural adaptive behavior and may point the way to cell-type-specific understanding and treatment of disease-associated states.
- Published
- 2016
- Full Text
- View/download PDF
22. The Structural Connectome of the Human Central Homeostatic Network
- Author
-
Jennifer A. McNab, Thomas Witzel, Brian L. Edlow, and Hannah C. Kinney
- Subjects
Adult ,Male ,0301 basic medicine ,Hippocampus ,03 medical and health sciences ,0302 clinical medicine ,Limbic system ,Neural Pathways ,Connectome ,Limbic System ,medicine ,Humans ,Medial forebrain bundle ,General Neuroscience ,Medial Forebrain Bundle ,Brain ,Original Articles ,Human brain ,Amygdala ,Magnetic Resonance Imaging ,Temporal Lobe ,Pons ,Diffusion Tensor Imaging ,030104 developmental biology ,medicine.anatomical_structure ,Epilepsy, Temporal Lobe ,nervous system ,Forebrain ,Medulla oblongata ,Female ,Brainstem ,Psychology ,Neuroscience ,030217 neurology & neurosurgery ,Brain Stem - Abstract
Homeostatic adaptations to stress are regulated by interactions between the brainstem and regions of the forebrain, including limbic sites related to respiratory, autonomic, affective, and cognitive processing. Neuroanatomic connections between these homeostatic regions, however, have not been thoroughly identified in the human brain. In this study, we perform diffusion spectrum imaging tractography using the MGH-USC Connectome MRI scanner to visualize structural connections in the human brain linking autonomic and cardiorespiratory nuclei in the midbrain, pons, and medulla oblongata with forebrain sites critical to homeostatic control. Probabilistic tractography analyses in six healthy adults revealed connections between six brainstem nuclei and seven forebrain regions, several over long distances between the caudal medulla and cerebral cortex. The strongest evidence for brainstem-homeostatic forebrain connectivity in this study was between the brainstem midline raphe and the medial temporal lobe. The subiculum and amygdala were the sampled forebrain nodes with the most extensive brainstem connections. Within the human brainstem-homeostatic forebrain connectome, we observed that a lateral forebrain bundle, whose connectivity is distinct from that of rodents and nonhuman primates, is the primary conduit for connections between the brainstem and medial temporal lobe. This study supports the concept that interconnected brainstem and forebrain nodes form an integrated central homeostatic network (CHN) in the human brain. Our findings provide an initial foundation for elucidating the neuroanatomic basis of homeostasis in the normal human brain, as well as for mapping CHN disconnections in patients with disorders of homeostasis, including sudden and unexpected death, and epilepsy.
- Published
- 2016
- Full Text
- View/download PDF
23. Multimodal characterization of the human nucleus accumbens
- Author
-
Qiyuan Tian, Gabriel A. Ben-Dor, Li Ye, Samuel C. D. Cartmell, Warren M. Grill, Christoph Leuze, Karl Deisseroth, Casey H. Halpern, Nolan R. Williams, Grant Yang, Brandon J. Thio, and Jennifer A. McNab
- Subjects
Male ,Deep brain stimulation ,Cognitive Neuroscience ,medicine.medical_treatment ,Models, Neurological ,Biology ,Nucleus accumbens ,050105 experimental psychology ,Nucleus Accumbens ,Article ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Neural Pathways ,medicine ,Image Processing, Computer-Assisted ,Animals ,Humans ,0501 psychology and cognitive sciences ,Axon ,Cerebral Cortex ,Brain Mapping ,Heterogeneous nucleus ,Mechanism (biology) ,05 social sciences ,Healthy subjects ,Axons ,Electric Stimulation ,medicine.anatomical_structure ,Diffusion Tensor Imaging ,Neurology ,Female ,Neuroscience ,030217 neurology & neurosurgery ,Function (biology) ,Tractography - Abstract
Dysregulation of the nucleus accumbens (NAc) is implicated in numerous neuropsychiatric disorders. Treatments targeting this area directly (e.g. deep brain stimulation) demonstrate variable efficacy, perhaps owing to non-specific targeting of a functionally heterogeneous nucleus. Here we provide support for this notion, first observing disparate behavioral effects in response to direct simulation of different locations within the NAc in a human patient. These observations motivate a segmentation of the NAc into subregions, which we produce from a diffusion-tractography based analysis of 245 young, unrelated healthy subjects. We further explore the mechanism of these stimulation-induced behavioral responses by identifying the most probable subset of axons activated using a patient-specific computational model. We validate our diffusion-based segmentation using evidence from several modalities, including MRI-based measures of function and microstructure, human post-mortem immunohistochemical staining, and cross-species comparison of cortical-NAc projections that are known to be conserved. Finally, we visualize the passage of individual axon bundles through one NAc subregion in a post-mortem human sample using CLARITY 3D histology corroborated by 7T tractography. Collectively, these findings extensively characterize human NAc subregions and provide insight into their structural and functional distinctions with implications for stereotactic treatments targeting this region.
- Published
- 2019
24. RNA-Sequencing Analysis Revealed a Distinct Motor Cortex Transcriptome in Spontaneously Recovered Mice After Stroke
- Author
-
Markus Aswendt, Alexander Lee, Daniel Smerin, Zhijuan Cao, Jennifer A. McNab, Michelle Y. Cheng, Christoph Leuze, Gary K. Steinberg, Shunsuke Ishizaka, Michael Zeineh, Masaki Ito, Eric H Wang, Sabrina L. Levy, and Maged Goubran
- Subjects
0301 basic medicine ,medicine.medical_specialty ,Receptor, Adenosine A2A ,Spontaneous recovery ,Remission, Spontaneous ,Article ,Lesion ,Transcriptome ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Cortex (anatomy) ,Internal medicine ,medicine ,Cyclic AMP ,Animals ,Cluster Analysis ,RNA, Messenger ,Stroke ,Advanced and Specialized Nursing ,business.industry ,Phosphoric Diester Hydrolases ,Receptors, Dopamine D2 ,Sequence Analysis, RNA ,Gene Expression Profiling ,Motor Cortex ,Infarction, Middle Cerebral Artery ,Recovery of Function ,medicine.disease ,Magnetic Resonance Imaging ,030104 developmental biology ,medicine.anatomical_structure ,Endocrinology ,Neurology (clinical) ,PDE10A ,Primary motor cortex ,medicine.symptom ,Cardiology and Cardiovascular Medicine ,business ,Receptors, Prostaglandin E, EP4 Subtype ,030217 neurology & neurosurgery ,Motor cortex ,Signal Transduction - Abstract
Background and Purpose— Many restorative therapies have been used to study brain repair after stroke. These therapeutic-induced changes have revealed important insights on brain repair and recovery mechanisms; however, the intrinsic changes that occur in spontaneously recovery after stroke is less clear. The goal of this study is to elucidate the intrinsic changes in spontaneous recovery after stroke, by directly investigating the transcriptome of primary motor cortex in mice that naturally recovered after stroke. Methods— Male C57BL/6J mice were subjected to transient middle cerebral artery occlusion. Functional recovery was evaluated using the horizontal rotating beam test. A novel in-depth lesion mapping analysis was used to evaluate infarct size and locations. Ipsilesional and contralesional primary motor cortices (iM1 and cM1) were processed for RNA-sequencing transcriptome analysis. Results— Cluster analysis of the stroke mice behavior performance revealed 2 distinct recovery groups: a spontaneously recovered and a nonrecovered group. Both groups showed similar lesion profile, despite their differential recovery outcome. RNA-sequencing transcriptome analysis revealed distinct biological pathways in the spontaneously recovered stroke mice, in both iM1 and cM1. Correlation analysis revealed that 38 genes in the iM1 were significantly correlated with improved recovery, whereas 74 genes were correlated in the cM1. In particular, ingenuity pathway analysis highlighted the involvement of cAMP signaling in the cM1, with selective reduction of Adora2a (adenosine receptor A2A), Drd2 (dopamine receptor D2), and Pde10a (phosphodiesterase 10A) expression in recovered mice. Interestingly, the expressions of these genes in cM1 were negatively correlated with behavioral recovery. Conclusions— Our RNA-sequencing data revealed a panel of recovery-related genes in the motor cortex of spontaneously recovered stroke mice and highlighted the involvement of contralesional cortex in spontaneous recovery, particularly Adora2a, Drd2, and Pde10a-mediated cAMP signaling pathway. Developing drugs targeting these candidates after stroke may provide beneficial recovery outcome.
- Published
- 2018
25. Mixed-Reality Guidance for Brain Stimulation Treatment of Depression
- Author
-
Jennifer A. McNab, Brian A. Hargreaves, Grant Yang, Bruce L. Daniel, and Christoph Leuze
- Subjects
medicine.medical_specialty ,Neuronavigation ,genetic structures ,medicine.diagnostic_test ,Computer science ,Patient Tracking ,medicine.medical_treatment ,05 social sciences ,Magnetic resonance imaging ,050105 experimental psychology ,Mixed reality ,Visualization ,Transcranial magnetic stimulation ,03 medical and health sciences ,0302 clinical medicine ,Physical medicine and rehabilitation ,Brain stimulation ,medicine ,0501 psychology and cognitive sciences ,Augmented reality ,030217 neurology & neurosurgery - Abstract
Depression affects more than 16 million American adults and more than half do not respond to medication. Transcranial magnetic stimulation (TMS) is an important anti-depressant treatment that targets specific brain circuits responsible for mood and behavior. TMS efficacy and risk is strongly linked to correct TMS coil placement and can be significantly improved by accurate neuronavigation. In this paper, we present tools for the development of a novel mixed reality neuronavigation setup that allows the TMS operator to view the patient's brain anatomy directly overlaid on the head. This is performed by integrating patient tracking and visualization of brain magnetic resonance imaging (MRI) to provide a streamlined visualization of the patient's anatomy in a single immersive environment.
- Published
- 2018
- Full Text
- View/download PDF
26. Generalized diffusion spectrum magnetic resonance imaging (GDSI) for model-free reconstruction of the ensemble average propagator
- Author
-
Christoph Leuze, Brian L. Edlow, Qiyuan Tian, Jennifer A. McNab, Grant Yang, and Ariel Rokem
- Subjects
Cognitive Neuroscience ,Coordinate system ,Neuroimaging ,computer.software_genre ,050105 experimental psychology ,Discrete Fourier transform ,Displacement (vector) ,Article ,03 medical and health sciences ,0302 clinical medicine ,Voxel ,Image Processing, Computer-Assisted ,Humans ,0501 psychology and cognitive sciences ,Computer Simulation ,Diffusion (business) ,Physics ,Orientation (computer vision) ,05 social sciences ,Mathematical analysis ,Brain ,Zero crossing ,Diffusion Magnetic Resonance Imaging ,Neurology ,computer ,030217 neurology & neurosurgery ,Diffusion MRI - Abstract
Diffusion spectrum MRI (DSI) provides model-free estimation of the diffusion ensemble average propagator (EAP) and orientation distribution function (ODF) but requires the diffusion data to be acquired on a Cartesian q-space grid. Multi-shell diffusion acquisitions are more flexible and more commonly acquired but have, thus far, only been compatible with model-based analysis methods. Here, we propose a generalized DSI (GDSI) framework to recover the EAP from multi-shell diffusion MRI data. The proposed GDSI approach corrects for q-space sampling density non-uniformity using a fast geometrical approach. The EAP is directly calculated in a preferable coordinate system by multiplying the sampling density corrected q-space signals by a discrete Fourier transform matrix, without any need for gridding. The EAP is demonstrated as a way to map diffusion patterns in brain regions such as the thalamus, cortex and brainstem where the tissue microstructure is not as well characterized as in white matter. Scalar metrics such as the zero displacement probability and displacement distances at different fractions of the zero displacement probability were computed from the recovered EAP to characterize the diffusion pattern within each voxel. The probability averaged across directions at a specific displacement distance provides a diffusion property based image contrast that clearly differentiates tissue types. The displacement distance at the first zero crossing of the EAP averaged across directions orthogonal to the primary fiber orientation in the corpus callosum is found to be larger in the body (5.65 ± 0.09 μm) than in the genu (5.55 ± 0.15 μm) and splenium (5.4 ± 0.15 μm) of the corpus callosum, which corresponds well to prior histological studies. The EAP also provides model-free representations of angular structure such as the diffusion ODF, which allows estimation and comparison of fiber orientations from both the model-free and model-based methods on the same multi-shell data. For the model-free methods, detection of crossing fibers is found to be strongly dependent on the maximum b-value and less sensitive compared to the model-based methods. In conclusion, our study provides a generalized DSI approach that allows flexible reconstruction of the diffusion EAP and ODF from multi-shell diffusion data and data acquired with other sampling patterns.
- Published
- 2018
27. Q‐space truncation and sampling in diffusion spectrum imaging
- Author
-
Jennifer A. McNab, Ariel Rokem, Qiuyun Fan, Qiyuan Tian, Aapo Nummenmaa, Brian L. Edlow, and Rebecca D. Folkerth
- Subjects
Male ,Scanner ,Computer science ,Probability density function ,Sensitivity and Specificity ,Article ,Displacement (vector) ,030218 nuclear medicine & medical imaging ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Nuclear magnetic resonance ,Sampling (signal processing) ,Image Interpretation, Computer-Assisted ,Humans ,Computer Simulation ,Radiology, Nuclear Medicine and imaging ,Truncation (statistics) ,Models, Statistical ,Orientation (computer vision) ,Brain ,Reproducibility of Results ,Signal Processing, Computer-Assisted ,Ringing ,Image Enhancement ,3. Good health ,Diffusion Magnetic Resonance Imaging ,Distribution function ,Sample Size ,Female ,Artifacts ,Algorithms ,030217 neurology & neurosurgery - Abstract
Purpose To characterize the q-space truncation and sampling on the spin-displacement probability density function (PDF) in diffusion spectrum imaging (DSI). Methods DSI data were acquired using the MGH-USC connectome scanner (Gmax = 300 mT/m) with bmax = 30,000 s/mm2 , 17 × 17 × 17, 15 × 15 × 15 and 11 × 11 × 11 grids in ex vivo human brains and bmax = 10,000 s/mm2 , 11 × 11 × 11 grid in vivo. An additional in vivo scan using bmax =7,000 s/mm2 , 11 × 11 × 11 grid was performed with a derated gradient strength of 40 mT/m. PDFs and orientation distribution functions (ODFs) were reconstructed with different q-space filtering and PDF integration lengths, and from down-sampled data by factors of two and three. Results Both ex vivo and in vivo data showed Gibbs ringing in PDFs, which becomes the main source of artifact in the subsequently reconstructed ODFs. For down-sampled data, PDFs interfere with the first replicas or their ringing, leading to obscured orientations in ODFs. Conclusion The minimum required q-space sampling density corresponds to a field-of-view approximately equal to twice the mean displacement distance (MDD) of the tissue. The 11 × 11 × 11 grid is suitable for both ex vivo and in vivo DSI experiments. To minimize the effects of Gibbs ringing, ODFs should be reconstructed from unfiltered q-space data with the integration length over the PDF constrained to around the MDD. Magn Reson Med 76:1750-1763, 2016. © 2016 International Society for Magnetic Resonance in Medicine.
- Published
- 2016
- Full Text
- View/download PDF
28. The impact of gradient strength on in vivo diffusion MRI estimates of axon diameter
- Author
-
Thomas Witzel, Tanguy Duval, Lawrence L. Wald, Aapo Nummenmaa, Jennifer A. McNab, Julien Cohen-Adad, and Susie Y. Huang
- Subjects
Materials science ,Cognitive Neuroscience ,Monte Carlo method ,Splenium ,Corpus callosum ,Article ,Corpus Callosum ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,In vivo ,Image Processing, Computer-Assisted ,medicine ,Humans ,Axon ,Models, Statistical ,medicine.diagnostic_test ,Magnetic resonance imaging ,Anatomy ,Axons ,Markov Chains ,Diffusion Magnetic Resonance Imaging ,medicine.anatomical_structure ,nervous system ,Neurology ,Spin echo ,Monte Carlo Method ,030217 neurology & neurosurgery ,Diffusion MRI ,Biomedical engineering - Abstract
Diffusion magnetic resonance imaging (MRI) methods for axon diameter mapping benefit from higher maximum gradient strengths than are currently available on commercial human scanners. Using a dedicated high-gradient 3 T human MRI scanner with a maximum gradient strength of 300 mT/m, we systematically studied the effect of gradient strength on in vivo axon diameter and density estimates in the human corpus callosum. Pulsed gradient spin echo experiments were performed in a single scan session lasting approximately 2 h on each of three human subjects. The data were then divided into subsets with maximum gradient strengths of 77, 145, 212, and 293 mT/m and diffusion times encompassing short (16 and 25 ms) and long (60 and 94 ms) diffusion time regimes. A three-compartment model of intra-axonal diffusion, extra-axonal diffusion, and free diffusion in cerebrospinal fluid was fitted to the data using a Markov chain Monte Carlo approach. For the acquisition parameters, model, and fitting routine used in our study, it was found that higher maximum gradient strengths decreased the mean axon diameter estimates by two to three fold and decreased the uncertainty in axon diameter estimates by more than half across the corpus callosum. The exclusive use of longer diffusion times resulted in axon diameter estimates that were up to two times larger than those obtained with shorter diffusion times. Axon diameter and density maps appeared less noisy and showed improved contrast between different regions of the corpus callosum with higher maximum gradient strength. Known differences in axon diameter and density between the genu, body, and splenium of the corpus callosum were preserved and became more reproducible at higher maximum gradient strengths. Our results suggest that an optimal q-space sampling scheme for estimating in vivo axon diameters should incorporate the highest possible gradient strength. The improvement in axon diameter and density estimates that we demonstrate from increasing maximum gradient strength will inform protocol development and encourage the adoption of higher maximum gradient strengths for use in commercial human scanners.
- Published
- 2015
- Full Text
- View/download PDF
29. Dementia After Moderate-Severe Traumatic Brain Injury: Coexistence of Multiple Proteinopathies
- Author
-
Douglas I. Katz, Wayne A Gordon, Bruce Fischl, Diego Iacono, Ann C. McKee, Daniel P. Perl, Azma Mareyam, Daniel H. Daneshvar, Allison L Moreau, Anastasia Yendiki, Kimbra Kenney, Ani Varjabedian, Ramon Diaz-Arrastia, Allison Stevens, Lee S. Tirrell, Brian L. Edlow, Andre van der Kouwe, Kristen Dams-O'Connor, and Jennifer A. McNab
- Subjects
0301 basic medicine ,Adult ,Male ,Pathology ,medicine.medical_specialty ,Traumatic brain injury ,Neuroimaging ,Plaque, Amyloid ,tau Proteins ,Neuropathology ,Pathology and Forensic Medicine ,White matter ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,mental disorders ,Brain Injuries, Traumatic ,Medicine ,Dementia ,Humans ,Aged ,business.industry ,Dementia with Lewy bodies ,Brain ,Neurofibrillary tangle ,Neurofibrillary Tangles ,General Medicine ,Original Articles ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Chronic traumatic encephalopathy ,030104 developmental biology ,medicine.anatomical_structure ,Neurology ,Female ,Neurology (clinical) ,Alzheimer's disease ,business ,030217 neurology & neurosurgery - Abstract
We report the clinical, neuroimaging, and neuropathologic characteristics of 2 patients who developed early onset dementia after a moderate-severe traumatic brain injury (TBI). Neuropathological evaluation revealed abundant β-amyloid neuritic and cored plaques, diffuse β-amyloid plaques, and frequent hyperphosphorylated-tau neurofibrillary tangles (NFT) involving much of the cortex, including insula and mammillary bodies in both cases. Case 1 additionally showed NFTs in both the superficial and deep cortical layers, occasional perivascular and depth-of-sulci NFTs, and parietal white matter rarefaction, which corresponded with decreased parietal fiber tracts observed on ex vivo MRI. Case 2 additionally showed NFT predominance in the superficial layers of the cortex, hypothalamus and brainstem, diffuse Lewy bodies in the cortex, amygdala and brainstem, and intraneuronal TDP-43 inclusions. The neuropathologic diagnoses were atypical Alzheimer disease (AD) with features of chronic traumatic encephalopathy and white matter loss (Case 1), and atypical AD, dementia with Lewy bodies and coexistent TDP-43 pathology (Case 2). These findings support an epidemiological association between TBI and dementia and further characterize the variety of misfolded proteins that may accumulate after TBI. Analyses with comprehensive clinical, imaging, genetic, and neuropathological data are required to characterize the full clinicopathological spectrum associated with dementias occurring after moderate-severe TBI.
- Published
- 2017
30. Targeting of White Matter Tracts with Transcranial Magnetic Stimulation
- Author
-
Yoshio Okada, Aapo Nummenmaa, Van J. Wedeen, Alvaro Pascual-Leone, Tommi Raij, Matti Hämäläinen, Ruopeng Wang, Jennifer A. McNab, Lawrence L. Wald, and Peter Savadjiev
- Subjects
medicine.medical_treatment ,Biophysics ,Nerve Fibers, Myelinated ,Article ,lcsh:RC321-571 ,White matter ,Neural Pathways ,medicine ,Humans ,lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry ,Physics ,Brain Mapping ,medicine.diagnostic_test ,Coil orientation ,General Neuroscience ,Electromagnetic modeling ,Motor Cortex ,Magnetic resonance imaging ,Diffusion MRI tractography ,Transcranial Magnetic Stimulation ,Navigation ,Transcranial magnetic stimulation ,Diffusion Tensor Imaging ,medicine.anatomical_structure ,nervous system ,Electromagnetic coil ,TMS ,Neurology (clinical) ,Pyramidal cell ,Neuroscience ,Diffusion MRI ,Tractography ,Motor cortex - Abstract
Background: TMS activations of white matter depend not only on the distance from the coil, but also on the orientation of the axons relative to the TMS-induced electric field, and especially on axonal bends that create strong local field gradient maxima. Therefore, tractography contains potentially useful information for TMS targeting. Objective/methods: Here, we utilized 1-mm resolution diffusion and structural T1-weighted MRI to construct large-scale tractography models, and localized TMS white matter activations in motor cortex using electromagnetic forward modeling in a boundary element model (BEM). Results: As expected, in sulcal walls, pyramidal cell axonal bends created preferred sites of activation that were not found in gyral crowns. The model agreed with the well-known coil orientation sensitivity of motor cortex, and also suggested unexpected activation distributions emerging from the E-field and tract configurations. We further propose a novel method for computing the optimal coil location and orientation to maximally stimulate a pre-determined axonal bundle. Conclusions: Diffusion MRI tractography with electromagnetic modeling may improve spatial specificity and efficacy of TMS.
- Published
- 2014
- Full Text
- View/download PDF
31. The Human Connectome Project and beyond: Initial applications of 300mT/m gradients
- Author
-
Boris Keil, Himanshu Bhat, Jennifer A. McNab, Julien Cohen-Adad, Keith Heberlein, Hannah C. Kinney, Thorsten Feiweier, Kecheng Liu, M. Dylan Tisdall, Lawrence L. Wald, Susie Y. Huang, Brian L. Edlow, Thomas Witzel, and Rebecca D. Folkerth
- Subjects
Adult ,Male ,Models, Anatomic ,Computer science ,Cognitive Neuroscience ,Models, Neurological ,Brain recovery ,Pilot Projects ,Article ,Young Adult ,Connectome ,medicine ,Animals ,Humans ,Diffusion Tractography ,Human Connectome Project ,Histopathological analysis ,Traumatic Coma ,Brain ,Human brain ,Image Enhancement ,Diffusion Tensor Imaging ,medicine.anatomical_structure ,Neurology ,Female ,Nerve Net ,Neuroscience - Abstract
The engineering of a 3 T human MRI scanner equipped with 300 mT/m gradients – the strongest gradients ever built for an in vivo human MRI scanner – was a major component of the NIH Blueprint Human Connectome Project (HCP). This effort was motivated by the HCP's goal of mapping, as completely as possible, the macroscopic structural connections of the in vivo healthy, adult human brain using diffusion tractography. Yet, the 300 mT/m gradient system is well suited to many additional types of diffusion measurements. Here, we present three initial applications of the 300 mT/m gradients that fall outside the immediate scope of the HCP. These include: 1) diffusion tractography to study the anatomy of consciousness and the mechanisms of brain recovery following traumatic coma; 2) q-space measurements of axon diameter distributions in the in vivo human brain and 3) postmortem diffusion tractography as an adjunct to standard histopathological analysis. We show that the improved sensitivity and diffusion-resolution provided by the gradients are rapidly enabling human applications of techniques that were previously possible only for in vitro and animal models on small-bore scanners, thereby creating novel opportunities to map the microstructure of the human brain in health and disease.
- Published
- 2013
- Full Text
- View/download PDF
32. A 22-channel receive array with Helmholtz transmit coil for anesthetized macaque MRI at 3 T
- Author
-
Lawrence L. Wald, Wim Vanduffel, Jennifer A. McNab, Boris Keil, Thomas Janssens, Peter Serano, and Azma Mareyam
- Subjects
Physics ,Channel (digital image) ,biology ,Macaque ,Sensory neuroscience ,symbols.namesake ,Noise ,Electrophysiology ,Nuclear magnetic resonance ,Neuroimaging ,Electromagnetic coil ,Helmholtz free energy ,biology.animal ,symbols ,Molecular Medicine ,Radiology, Nuclear Medicine and imaging ,Spectroscopy - Abstract
The macaque monkey is an important model for cognitive and sensory neuroscience that has been used extensively in behavioral, electrophysiological, molecular and, more recently, neuroimaging studies. However, macaque MRI has unique technical differences relative to human MRI, such as the geometry of highly parallel receive arrays, which must be addressed to optimize imaging performance. A 22-channel receive coil array was constructed specifically for rapid high-resolution anesthetized macaque monkey MRI at 3 T. A local Helmholtz transmit coil was used for excitation. Signal-to-noise ratios (SNRs) and noise amplification for parallel imaging were compared with those of single- and four-channel receive coils routinely used for macaque MRI. The 22-channel coil yielded significant improvements in SNR throughout the brain. Using this coil, the SNR in peripheral brain was 2.4 and 1.7 times greater than that obtained with single- or four-channel coils, respectively. In the central brain, the SNR gain was 1.5 times that of both the single- and four-channel coils. Finally, the performance of the array for functional, anatomical and diffusion-weighted imaging was evaluated. For all three modalities, the use of the 22-channel array allowed for high-resolution and accelerated image acquisition.
- Published
- 2013
- Full Text
- View/download PDF
33. Motion correction for functional MRI with three-dimensional hybrid radial-Cartesian EPI
- Author
-
Nadine N, Graedel, Jennifer A, McNab, Mark, Chiew, and Karla L, Miller
- Subjects
Full Paper ,radial‐Cartesian EPI ,Echo-Planar Imaging ,Full Papers—Imaging Methodology ,Movement ,Brain ,self‐navigated ,Magnetic Resonance Imaging ,Imaging, Three-Dimensional ,golden angle ,3D EPI ,Humans ,functional MRI ,motion correction ,Algorithms - Abstract
Purpose Subject motion is a major source of image degradation for functional MRI (fMRI), especially when using multishot sequences like three‐dimensional (3D EPI). We present a hybrid radial‐Cartesian 3D EPI trajectory enabling motion correction in k‐space for functional MRI. Methods The EPI “blades” of the 3D hybrid radial‐Cartesian EPI sequence, called TURBINE, are rotated about the phase‐encoding axis to fill out a cylinder in 3D k‐space. Angular blades are acquired over time using a golden‐angle rotation increment, allowing reconstruction at flexible temporal resolution. The self‐navigating properties of the sequence are used to determine motion parameters from a high temporal‐resolution navigator time series. The motion is corrected in k‐space as part of the image reconstruction, and evaluated for experiments with both cued and natural motion. Results We demonstrate that the motion correction works robustly and that we can achieve substantial artifact reduction as well as improvement in temporal signal‐to‐noise ratio and fMRI activation in the presence of both severe and subtle motion. Conclusion We show the potential for hybrid radial‐Cartesian 3D EPI to substantially reduce artifacts for application in fMRI, especially for subject groups with significant head motion. The motion correction approach does not prolong the scan, and no extra hardware is required. Magn Reson Med 78:527–540, 2017. © 2016 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
- Published
- 2016
34. An implanted 8-channel array coil for high-resolution macaque MRI at 3T
- Author
-
Jonathan R. Polimeni, Lawrence L. Wald, Thomas Janssens, Jennifer A. McNab, Boris Keil, Reza Farivar, John T. Arsenault, Wim Vanduffel, and Annelies Gerits
- Subjects
Male ,Brain Mapping ,Materials science ,medicine.diagnostic_test ,Preamplifier ,Cognitive Neuroscience ,Brain ,Magnetic resonance imaging ,Anatomy ,Signal-To-Noise Ratio ,Macaca mulatta ,Magnetic Resonance Imaging ,Brain mapping ,Article ,Electrodes, Implanted ,Functional imaging ,Neurology ,Signal-to-noise ratio (imaging) ,Electromagnetic coil ,medicine ,Animals ,Image resolution ,Diffusion MRI ,Biomedical engineering - Abstract
An 8-channel receive coil array was constructed and implanted adjacent to the skull in a male rhesus monkey in order to improve the sensitivity of (functional) brain imaging. The permanent implant was part of an acrylic headpost assembly and only the coil element loop wires were implanted. The tuning, matching, and preamplifier circuitry was connected via a removable external assembly. Signal-to-noise ratio (SNR) and noise amplification for parallel imaging were compared to a single-, 4-, and 8-channel external receive-only coil routinely used for macaque fMRI. In vivo measurements showed significantly improved SNR within the brain for the implanted versus the external coils. Within a region-of-interest covering the cerebral cortex, we observed a 5.4-, 3.6-fold, and 3.4-fold increase in SNR compared to the external single-, 4-, and 8-channel coil, respectively. In the center of the brain, the implanted array maintained a 2.4×, 2.5×, and 2.1× higher SNR, respectively compared to the external coils. The array performance was evaluated for anatomical, diffusion tensor and functional brain imaging. This study suggests that a stable implanted phased-array coil can be used in macaque MRI to substantially increase the spatial resolution for anatomical, diffusion tensor, and functional imaging.
- Published
- 2012
- Full Text
- View/download PDF
35. T2* mapping and B0 orientation-dependence at 7T reveal cyto- and myeloarchitecture organization of the human cortex
- Author
-
Julien Cohen-Adad, Caterina Mainero, Bruce R. Rosen, Karl G. Helmer, Jonathan R. Polimeni, Thomas Benner, Jennifer A. McNab, and Lawrence L. Wald
- Subjects
Adult ,Cerebral Cortex ,Physics ,Brain Mapping ,medicine.diagnostic_test ,Orientation (computer vision) ,Cognitive Neuroscience ,Magnetic resonance imaging ,Magnetic Resonance Imaging ,Brain mapping ,Article ,Lateralization of brain function ,White matter ,medicine.anatomical_structure ,Neurology ,Cytoarchitecture ,Cerebral cortex ,Cortex (anatomy) ,medicine ,Humans ,Neuroscience - Abstract
Ultra-high field MRI (≥ 7 T) has recently shown great sensitivity to depict patterns of tissue microarchitecture. Moreover, recent studies have demonstrated a dependency between T₂* and orientation of white matter fibers with respect to the main magnetic field B₀. In this study we probed the potential of T₂* mapping at 7 T to provide new markers of cortical architecture. We acquired multi-echo measurements at 7 T and mapped T₂* over the entire cortex of eight healthy individuals using surface-based analysis. B₀ dependence was tested by computing the angle θ(z) between the normal of the surface and the direction of B₀, then fitting T₂*(θ(z)) using model from the literature. Average T₂* in the cortex was 32.20 +/- 1.35 ms. Patterns of lower T₂* were detected in the sensorimotor, visual and auditory cortices, likely reflecting higher myelin content. Significantly lower T₂* was detected in the left hemisphere of the auditory region (p0.005), suggesting higher myelin content, in accordance with previous investigations. B₀ orientation dependence was detected in some areas of the cortex, the strongest being in the primary motor cortex (∆R₂*=4.10 Hz). This study demonstrates that quantitative T₂* measures at 7 T MRI can reveal patterns of cytoarchitectural organization of the human cortex in vivo and that B₀ orientation dependence can probe the coherency and orientation of gray matter fibers in the cortex, shedding light into the potential use of this type of contrast to characterize cyto-/myeloarchitecture and to understand the pathophysiology of diseases associated with changes in iron and/or myelin concentration.
- Published
- 2012
- Full Text
- View/download PDF
36. 145 Tractography-defined Subregions of Human Nucleus Accumbens Predict Acute Anxiolytic Response to Selective Stimulation
- Author
-
Samuel C. D. Cartmell, Qiyuan Tian, Nolan R. Williams, Jennifer A. McNab, Kai J. Miller, Grant Yang, and Casey H. Halpern
- Subjects
Deep brain stimulation ,business.industry ,medicine.drug_class ,medicine.medical_treatment ,Treatment outcome ,Nucleus accumbens ,Anxiolytic ,Selective stimulation ,medicine ,Surgery ,Neurology (clinical) ,Diffusion Tractography ,Self report ,business ,Neuroscience ,Tractography - Published
- 2017
- Full Text
- View/download PDF
37. Size-optimized 32-channel brain arrays for 3 T pediatric imaging
- Author
-
Venata Tountcheva, Vijay Alagappan, Daniel D. Dilks, Boris Keil, Christina Triantafyllou, Azma Mareyam, Lawrence L. Wald, Jennifer A. McNab, Nancy Kanwisher, Kyoko Fujimoto, Weili Lin, and P. Ellen Grant
- Subjects
Pathology ,medicine.medical_specialty ,medicine.diagnostic_test ,Channel (digital image) ,business.industry ,Pediatric imaging ,Brain cortex ,Magnetic resonance imaging ,Imaging phantom ,Age groups ,Electromagnetic coil ,medicine ,Radiology, Nuclear Medicine and imaging ,Parallel imaging ,Nuclear medicine ,business - Abstract
Size-optimized 32-channel receive array coils were developed for five age groups, neonates, 6 months old, 1 year old, 4 years old, and 7 years old, and evaluated for pediatric brain imaging. The array consisted of overlapping circular surface coils laid out on a close-fitting coil-former. The two-section coil former design was obtained from surface contours of aligned three-dimensional MRI scans of each age group. Signal-to-noise ratio and noise amplification for parallel imaging were evaluated and compared to two coils routinely used for pediatric brain imaging; a commercially available 32-channel adult head coil and a pediatric-sized birdcage coil. Phantom measurements using the neonate, 6-month-old, 1-year-old, 4-year-old, and 7-year-old coils showed signal-to-noise ratio increases at all locations within the brain over the comparison coils. Within the brain cortex the five dedicated pediatric arrays increased signal-to-noise ratio by up to 3.6-, 3.0-, 2.6-, 2.3-, and 1.7-fold, respectively, compared to the 32-channel adult coil, as well as improved G-factor maps for accelerated imaging. This study suggests that a size-tailored approach can provide significant sensitivity gains for accelerated and unaccelerated pediatric brain imaging.
- Published
- 2011
- Full Text
- View/download PDF
38. Increased white matter connectivity seen in young judo athletes with MRI
- Author
-
Z.H. Toh, T.A.C. Seah, X. Hong, Jennifer A. McNab, Kai-Hsiang Chuang, P.H. Tang, Q.L. Gu, and W.H. Wong
- Subjects
Internal capsule ,business.industry ,05 social sciences ,Superior longitudinal fasciculus ,Splenium ,General Medicine ,Corpus callosum ,050105 experimental psychology ,White matter ,03 medical and health sciences ,0302 clinical medicine ,medicine.anatomical_structure ,Fractional anisotropy ,medicine ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,business ,Nuclear medicine ,030217 neurology & neurosurgery ,Diffusion MRI ,Tractography - Abstract
AIM: To compare the structural and functional differences in the brains of children who practise judo against controls using diffusion tensor imaging (DTI).MATERIALS AND METHODS: This prospective study was approved by the Institutional Review Board. Young judo athletes (n = 14; 17-21 years; mean, 19 years) and age-matched healthy controls (n = 7; 16-21 years; mean, 19 years) underwent standard structural brain magnetic resonance imaging (MRI) and DTI using a 3 T MRI system. Brain MRI images were reviewed for evidence of injury or structural anomalies. Tractography and the fractional anisotropy (FA) of white matter tracts were calculated. Between groups comparison was conducted using two-sample t-test.RESULTS: The brains of the young judo athletes were structurally normal. Significantly increased FA, up to 18% in the internal capsule (p
- Published
- 2018
- Full Text
- View/download PDF
39. Steady-state diffusion-weighted imaging: theory, acquisition and analysis
- Author
-
Karla L. Miller and Jennifer A. McNab
- Subjects
Signal processing ,Steady state (electronics) ,Computer science ,Brain ,Image processing ,Steady-state free precession imaging ,Models, Theoretical ,Image Enhancement ,Signal ,Diffusion ,Motion ,Diffusion Magnetic Resonance Imaging ,Nuclear magnetic resonance ,Flip angle ,Image Processing, Computer-Assisted ,Humans ,Molecular Medicine ,Radiology, Nuclear Medicine and imaging ,Artifacts ,Algorithm ,Spectroscopy ,Diffusion MRI - Abstract
Steady-state diffusion-weighted imaging (DWI) has long been recognized to offer potential benefits over conventional spin-echo methods. This family of pulse sequences is highly efficient and compatible with three-dimensional acquisitions, which could enable high-resolution, low-distortion images. However, the same properties that lead to its efficiency make steady-state imaging highly susceptible to motion and create a complicated signal with dependence on T(1), T(2) and flip angle. Recent developments in gradient hardware, motion-mitigation techniques and signal analysis offer potential solutions to these problems, reviving interest in steady-state DWI. This review offers a description of steady-state DWI signal formation and provides an overview of the current methods for steady-state DWI acquisition and analysis.
- Published
- 2010
- Full Text
- View/download PDF
40. 3D steady-state diffusion-weighted imaging with trajectory using radially batched internal navigator echoes (TURBINE)
- Author
-
Karla L. Miller, Daniel Gallichan, and Jennifer A. McNab
- Subjects
Alternative methods ,Steady state (electronics) ,Computer science ,business.industry ,Iterative reconstruction ,Turbine ,Distortion ,Trajectory ,Cylinder ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Artificial intelligence ,business ,Diffusion MRI - Abstract
While most diffusion-weighted imaging (DWI) is acquired using single-shot diffusion-weighted spin-echo echo-planar imaging, steady-state DWI is an alternative method with the potential to achieve higher-resolution images with less distortion. Steady-state DWI is, however, best suited to a segmented three-dimensional acquisition and thus requires three-dimensional navigation to fully correct for motion artifacts. In this paper, a method for three-dimensional motion-corrected steady-state DWI is presented. The method uses a unique acquisition and reconstruction scheme named trajectory using radially batched internal navigator echoes (TURBINE). Steady-state DWI with TURBINE uses slab-selection and a short echo-planar imaging (EPI) readout each pulse repetition time. Successive EPI readouts are rotated about the phase-encode axis. For image reconstruction, batches of cardiac-synchronized readouts are used to form three-dimensional navigators from a fully sampled central k-space cylinder. In vivo steady-state DWI with TURBINE is demonstrated in human brain. Motion artifacts are corrected using refocusing reconstruction and TURBINE images prove less distorted compared to two-dimensional single-shot diffusion-weighted-spin-EPI
- Published
- 2009
- Full Text
- View/download PDF
41. Characterization of Axonal Disease in Patients with Multiple Sclerosis Using High-Gradient-Diffusion MR Imaging
- Author
-
Thomas Witzel, Aapo Nummenmaa, Jennifer A. McNab, Eric C. Klawiter, Lawrence L. Wald, Sean M. Tobyne, and Susie Y. Huang
- Subjects
Adult ,Male ,Pathology ,medicine.medical_specialty ,Adolescent ,Gradient strength ,030218 nuclear medicine & medical imaging ,White matter ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Multiple Sclerosis, Relapsing-Remitting ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,In patient ,Prospective Studies ,Axon ,Original Research ,Brain Mapping ,business.industry ,Multiple sclerosis ,Brain ,Middle Aged ,medicine.disease ,Mr imaging ,Axons ,medicine.anatomical_structure ,Diffusion Magnetic Resonance Imaging ,Female ,business ,030217 neurology & neurosurgery - Abstract
Purpose To evaluate the ability of high-gradient-diffusion magnetic resonance (MR) imaging by using gradient strengths of up to 300 mT/m to depict axonal disease in lesions and normal-appearing white matter (NAWM) in patients with multiple sclerosis (MS) and to compare high-gradient-diffusion MR findings in these patients with those in healthy control subjects. Materials and Methods In this HIPAA-compliant institutional review board-approved prospective study in which all subjects provided written informed consent, six patients with relapsing-remitting MS and six healthy control subjects underwent diffusion-weighted imaging with a range of diffusion weightings performed with a 3-T human MR imager by using gradient strengths of up to 300 mT/m. A model of intra-axonal, extra-axonal, and free water diffusion was fitted to obtain estimates of axon diameter and density. Differences in axon diameter and density between lesions and NAWM in patients with MS were assessed by using the nonparametric Wilcoxon matched-pairs signed rank test, and differences between NAWM in subjects with MS and white matter in healthy control subjects were assessed by using the Mann-Whitney U test. Results MS lesions showed increased mean axon diameter (10.3 vs 7.9 μm in the genu, 10.4 vs 9.3 μm in the body, and 10.6 vs 8.2 μm in the splenium; P.05) and decreased axon density ([0.48 vs 1.1] × 10(10)/m(2) in the genu, [0.40 vs 0.70] × 10(10)/m(2) in the body, and [0.35 vs 1.1] × 10(10)/m(2) in the splenium; P.05) compared with adjacent NAWM. No significant difference in mean axon diameter or axon density was detected between NAWM in subjects with MS and white matter in healthy control subjects. Conclusion High-gradient-diffusion MR imaging using gradient strengths of up to 300 mT/m can be used to characterize axonal disease in patients with MS, with results that agree with known trends from neuropathologic data showing increased axon diameter and decreased axon density in MS lesions when compared with NAWM. (©) RSNA, 2016 Online supplemental material is available for this article.
- Published
- 2016
42. Accelerating functional MRI using fixed-rank approximations and radial-cartesian sampling
- Author
-
Mark, Chiew, Nadine N, Graedel, Jennifer A, McNab, Stephen M, Smith, and Karla L, Miller
- Subjects
Brain Mapping ,Full Paper ,k‐t acceleration ,fMRI ,Brain ,Reproducibility of Results ,Signal Processing, Computer-Assisted ,low‐rank acceleration ,Image Enhancement ,Magnetic Resonance Imaging ,Sensitivity and Specificity ,k‐t FASTER ,Sample Size ,Image Interpretation, Computer-Assisted ,Humans ,Imaging Methodology—Full Papers ,matrix completion ,golden ratio ,Algorithms - Abstract
Purpose Recently, k‐t FASTER (fMRI Accelerated in Space‐time by means of Truncation of Effective Rank) was introduced for rank‐constrained acceleration of fMRI data acquisition. Here we demonstrate improvements achieved through a hybrid three‐dimensional radial‐Cartesian sampling approach that allows posthoc selection of acceleration factors, as well as incorporation of coil sensitivity encoding in the reconstruction. Methods The multicoil rank‐constrained reconstruction used hard thresholding and shrinkage on matrix singular values of the space‐time data matrix, using sensitivity encoding and the nonuniform Fast Fourier Transform to enforce data consistency in the multicoil non‐Cartesian k‐t domain. Variable acceleration factors were made possible using a radial increment based on the golden ratio. Both retrospective and prospectively under‐sampled data were used to assess the fidelity of the enhancements to the k‐t FASTER technique in resting and task‐fMRI data. Results The improved k‐t FASTER is capable of tailoring acceleration factors for recovery of different signal components, achieving up to R = 12.5 acceleration in visual‐motor task data. The enhancements reduce data matrix reconstruction errors even at much higher acceleration factors when compared directly with the original k‐t FASTER approach. Conclusion We have shown that k‐t FASTER can be used to significantly accelerate fMRI data acquisition with little penalty to data quality. Magn Reson Med 76:1825–1836, 2016. © 2016 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
- Published
- 2015
43. Pushing the limits of in vivo diffusion MRI for the Human Connectome Project
- Author
-
Veneta Tountcheva, Thomas Witzel, Matthew Dylan Tisdall, Jennifer A. McNab, Arthur W. Toga, Lawrence L. Wald, Philipp Hoecht, Boris Keil, Eva Eberlein, Julien Cohen-Adad, Franz Schmitt, V. Matschl, Kawin Setsompop, Bruce R. Rosen, D. Lehne, Ralph Kimmlingen, Stephen F. Cauley, Peter Dietz, H. Thein, Andreas Potthast, V.H. Lenz, Keith Heberlein, Van J. Wedeen, and J. Van Horn
- Subjects
Models, Anatomic ,Computer science ,Cognitive Neuroscience ,Models, Neurological ,computer.software_genre ,Article ,Voxel ,medicine ,Connectome ,Animals ,Humans ,Computer vision ,Water diffusion ,Diffusion Tractography ,Diffusion (business) ,Human Connectome Project ,business.industry ,Brain ,Human brain ,Image Enhancement ,Compressed sensing ,medicine.anatomical_structure ,Diffusion Tensor Imaging ,Neurology ,Artificial intelligence ,Nerve Net ,business ,computer ,Diffusion MRI - Abstract
Perhaps more than any other "-omics" endeavor, the accuracy and level of detail obtained from mapping the major connection pathways in the living human brain with diffusion MRI depend on the capabilities of the imaging technology used. The current tools are remarkable; allowing the formation of an "image" of the water diffusion probability distribution in regions of complex crossing fibers at each of half a million voxels in the brain. Nonetheless our ability to map the connection pathways is limited by the image sensitivity and resolution, and also the contrast and resolution in encoding of the diffusion probability distribution. The goal of our Human Connectome Project (HCP) is to address these limiting factors by re-engineering the scanner from the ground up to optimize the high b-value, high angular resolution diffusion imaging needed for sensitive and accurate mapping of the brain's structural connections. Our efforts were directed based on the relative contributions of each scanner component. The gradient subsection was a major focus since gradient amplitude is central to determining the diffusion contrast, the amount of T2 signal loss, and the blurring of the water PDF over the course of the diffusion time. By implementing a novel 4-port drive geometry and optimizing size and linearity for the brain, we demonstrate a whole-body sized scanner with G(max) = 300 mT/m on each axis capable of the sustained duty cycle needed for diffusion imaging. The system is capable of slewing the gradient at a rate of 200 T/m/s as needed for the EPI image encoding. In order to enhance the efficiency of the diffusion sequence we implemented a FOV shifting approach to Simultaneous MultiSlice (SMS) EPI capable of unaliasing 3 slices excited simultaneously with a modest g-factor penalty allowing us to diffusion encode whole brain volumes with low TR and TE. Finally we combine the multi-slice approach with a compressive sampling reconstruction to sufficiently undersample q-space to achieve a DSI scan in less than 5 min. To augment this accelerated imaging approach we developed a 64-channel, tight-fitting brain array coil and show its performance benefit compared to a commercial 32-channel coil at all locations in the brain for these accelerated acquisitions. The technical challenges of developing the over-all system are discussed as well as results from SNR comparisons, ODF metrics and fiber tracking comparisons. The ultra-high gradients yielded substantial and immediate gains in the sensitivity through reduction of TE and improved signal detection and increased efficiency of the DSI or HARDI acquisition, accuracy and resolution of diffusion tractography, as defined by identification of known structure and fiber crossing.
- Published
- 2013
44. Diffusion tractography of post-mortem human brains: optimization and comparison of spin echo and steady-state free precession techniques
- Author
-
Gwenaëlle Douaud, Karla L. Miller, Saad Jbabdi, and Jennifer A. McNab
- Subjects
Tissue Fixation ,Computer science ,Pyramidal Tracts ,Signal-To-Noise Ratio ,Corpus callosum ,computer.software_genre ,030218 nuclear medicine & medical imaging ,Corpus Callosum ,Diffusion ,0302 clinical medicine ,Nerve Fibers ,Voxel ,Neural Pathways ,Image Processing, Computer-Assisted ,Diffusion Tractography ,Fixation (histology) ,Echo-planar imaging ,Echo-Planar Imaging ,Superior longitudinal fasciculus ,Brain ,Human brain ,medicine.anatomical_structure ,Diffusion Tensor Imaging ,Neurology ,DTI ,Data Interpretation, Statistical ,Tractography ,Steady-state free precession ,Algorithms ,Quality Control ,Cognitive Neuroscience ,Buffers ,Gyrus Cinguli ,Article ,White matter ,03 medical and health sciences ,medicine ,Cadaver ,Humans ,Steady state free precession ,Models, Statistical ,Post mortem ,Reproducibility of Results ,Corticospinal tract ,Spin echo ,computer ,Neuroscience ,030217 neurology & neurosurgery ,Biomedical engineering ,Diffusion MRI - Abstract
Diffusion imaging of post-mortem brains could provide valuable data for validation of diffusion tractography of white matter pathways. Long scans (e.g., overnight) may also enable high-resolution diffusion images for visualization of fine structures. However, alterations to post-mortem tissue (T2 and diffusion coefficient) present significant challenges to diffusion imaging with conventional diffusion-weighted spin echo (DW-SE) acquisitions, particularly for imaging human brains on clinical scanners. Diffusion-weighted steady-state free precession (DW-SSFP) has been proposed as an alternative acquisition technique to ameliorate this tradeoff in large-bore clinical scanners. In this study, both DWSE and DW-SSFP are optimized for use in fixed white matter on a clinical 3-Tesla scanner. Signal calculations predict superior performance from DW-SSFP across a broad range of protocols and conditions. DW-SE and DW-SSFP data in a whole, post-mortem human brain are compared for 6- and 12-hour scan durations. Tractography is performed in major projection, commissural and association tracts (corticospinal tract, corpus callosum, superior longitudinal fasciculus and cingulum bundle). The results demonstrate superior tract-tracing from DW-SSFP data, with 6-hour DW-SSFP data performing as well as or better than 12-hour DW-SE scans. These results suggest that DW-SSFP may be a preferred method for diffusion imaging of post-mortem human brains. The ability to estimate multiple fibers in imaging voxels is also demonstrated, again with greater success in DW-SSFP data., Highlights ► Comparison of DW-SE and DW-SSFP for post-mortem imaging on clinical scanners. ► Optimization of protocols predicts 50-130% higher SNR efficiency in DW-SSFP. ► Comparison of tractography 6- and 12-hour DW-SE and DW-SSFP scans. ► Lower uncertainty on fibre direction in DW-SSFP produces superior tractography. ► Crossing fibres can be estimated from 12-hour DW-SSFP data.
- Published
- 2011
45. Size-optimized 32-channel brain arrays for 3 T pediatric imaging
- Author
-
Boris, Keil, Vijay, Alagappan, Azma, Mareyam, Jennifer A, McNab, Kyoko, Fujimoto, Veneta, Tountcheva, Christina, Triantafyllou, Daniel D, Dilks, Nancy, Kanwisher, Weili, Lin, P Ellen, Grant, and Lawrence L, Wald
- Subjects
Male ,Transducers ,Infant, Newborn ,Brain ,Infant ,Reproducibility of Results ,Equipment Design ,Image Enhancement ,Magnetic Resonance Imaging ,Sensitivity and Specificity ,Article ,Equipment Failure Analysis ,Magnetics ,Child, Preschool ,Humans ,Female ,Child - Abstract
Size-optimized 32-channel receive array coils were developed for five age groups, neonates, 6 months old, 1 year old, 4 years old, and 7 years old, and evaluated for pediatric brain imaging. The array consisted of overlapping circular surface coils laid out on a close-fitting coil-former. The two-section coil former design was obtained from surface contours of aligned three-dimensional MRI scans of each age group. Signal-to-noise ratio and noise amplification for parallel imaging were evaluated and compared to two coils routinely used for pediatric brain imaging; a commercially available 32-channel adult head coil and a pediatric-sized birdcage coil. Phantom measurements using the neonate, 6-month-old, 1-year-old, 4-year-old, and 7-year-old coils showed signal-to-noise ratio increases at all locations within the brain over the comparison coils. Within the brain cortex the five dedicated pediatric arrays increased signal-to-noise ratio by up to 3.6-, 3.0-, 2.6-, 2.3-, and 1.7-fold, respectively, compared to the 32-channel adult coil, as well as improved G-factor maps for accelerated imaging. This study suggests that a size-tailored approach can provide significant sensitivity gains for accelerated and unaccelerated pediatric brain imaging.
- Published
- 2010
46. 3D steady-state diffusion-weighted imaging with trajectory using radially batched internal navigator echoes (TURBINE)
- Author
-
Jennifer A, McNab, Daniel, Gallichan, and Karla L, Miller
- Subjects
Diffusion Magnetic Resonance Imaging ,Imaging, Three-Dimensional ,Phantoms, Imaging ,Image Interpretation, Computer-Assisted ,Brain ,Humans ,Reproducibility of Results ,Image Enhancement ,Sensitivity and Specificity ,Algorithms - Abstract
While most diffusion-weighted imaging (DWI) is acquired using single-shot diffusion-weighted spin-echo echo-planar imaging, steady-state DWI is an alternative method with the potential to achieve higher-resolution images with less distortion. Steady-state DWI is, however, best suited to a segmented three-dimensional acquisition and thus requires three-dimensional navigation to fully correct for motion artifacts. In this paper, a method for three-dimensional motion-corrected steady-state DWI is presented. The method uses a unique acquisition and reconstruction scheme named trajectory using radially batched internal navigator echoes (TURBINE). Steady-state DWI with TURBINE uses slab-selection and a short echo-planar imaging (EPI) readout each pulse repetition time. Successive EPI readouts are rotated about the phase-encode axis. For image reconstruction, batches of cardiac-synchronized readouts are used to form three-dimensional navigators from a fully sampled central k-space cylinder. In vivo steady-state DWI with TURBINE is demonstrated in human brain. Motion artifacts are corrected using refocusing reconstruction and TURBINE images prove less distorted compared to two-dimensional single-shot diffusion-weighted-spin-EPI.
- Published
- 2009
47. High resolution diffusion-weighted imaging in fixed human brain using diffusion-weighted steady state free precession
- Author
-
Sean C.L. Deoni, Timothy E.J. Behrens, Karla L. Miller, Saâd Jbabdi, Gwenaëlle Douaud, and Jennifer A. McNab
- Subjects
Cognitive Neuroscience ,Context (language use) ,computer.software_genre ,Nerve Fibers, Myelinated ,Sensitivity and Specificity ,Pattern Recognition, Automated ,Imaging, Three-Dimensional ,Organ Culture Techniques ,Voxel ,Image Interpretation, Computer-Assisted ,Humans ,Diffusion (business) ,Physics ,Orientation (computer vision) ,business.industry ,Brain ,Reproducibility of Results ,Pulse sequence ,Image Enhancement ,Diffusion Magnetic Resonance Imaging ,Neurology ,Spin echo ,Anisotropy ,Nuclear medicine ,business ,Biological system ,computer ,Algorithms ,Diffusion MRI ,Tractography - Abstract
High resolution diffusion tensor imaging and tractography of ex vivo brain specimens has the potential to reveal detailed fibre architecture not visible on in vivo images. Previous ex vivo diffusion imaging experiments have focused on animal brains or small sections of human tissue since the unfavourable properties of fixed tissue (including short T(2) and low diffusion rates) demand the use of very powerful gradient coils that are too small to accommodate a whole, human brain. This study proposes the use of diffusion-weighted steady-state free precession (DW-SSFP) as a method of extending the benefits of ex vivo DTI and tractography to whole, human, fixed brains on a clinical 3 T scanner. DW-SSFP is a highly efficient pulse sequence; however, its complicated signal dependence precludes the use of standard diffusion tensor analysis and tractography. In this study, a method is presented for modelling anisotropy in the context of DW-SSFP. Markov Chain Monte Carlo sampling is used to estimate the posterior distributions of model parameters and it is shown that it is possible to estimate a tight distribution on the principal axis of diffusion at each voxel using DW-SSFP. Voxel-wise estimates are used to perform tractography in a whole, fixed human brain. A direct comparison between 3D diffusion-weighted spin echo EPI and 3D DW-SSFP-EPI reveals that the orientation of the principal diffusion axis can be inferred on with a higher degree of certainty using a 3D DW-SSFP-EPI even with a 68% shorter acquisition time.
- Published
- 2008
48. Cortical and subcortical connections within the pedunculopontine nucleus of the primate Macaca mulatta determined using probabilistic diffusion tractography
- Author
-
John F. Stein, Matthew F. S. Rushworth, Ned Jenkinson, Bhooma R. Aravamuthan, Tipu Z. Aziz, Karla L. Miller, and Jennifer A. McNab
- Subjects
Male ,Thalamus ,computer.software_genre ,Basal Ganglia ,Functional Laterality ,Voxel ,Physiology (medical) ,biology.animal ,Basal ganglia ,Neural Pathways ,Image Processing, Computer-Assisted ,Pedunculopontine Tegmental Nucleus ,Medicine ,Animals ,Humans ,Primate ,Diffusion Tractography ,Pedunculopontine nucleus ,Cerebral Cortex ,biology ,business.industry ,General Medicine ,Anatomy ,Macaca mulatta ,Subthalamic nucleus ,medicine.anatomical_structure ,Diffusion Magnetic Resonance Imaging ,Neurology ,Surgery ,Neurology (clinical) ,business ,computer ,Nucleus ,Neuroscience - Abstract
The anatomical connections of the pedunculopontine nucleus (PPN), a brainstem structure associated with locomotion, have been determined recently in healthy humans using probabilistic diffusion tractography (PDT). In order to compare these with histologically demonstrated connections of the PPN in monkeys, and thus to support the use of PDT in humans, we have carried out PDT in a fixed rhesus monkey ( Macaca mulatta ) brain. Probabilistic diffusion tractography was carried out in a fixed post-mortem rhesus monkey brain using diffusion data acquired at 3T MRI (60 directions × 5 averages, b = 3000 s/mm 2 , matrix size = 104 × 132 × 96, 720 × 720 × 720 μm voxels). We identified the major connections of the PPN from single seed voxels that could be confidently located within the nucleus on the diffusion images. The organisation of these connections within a 3 × 3 × 3 voxel (∼10 mm 3 ) region surrounding the initial seed voxel was then examined. PDT confirmed that the rhesus monkey PPN connections with the basal ganglia and motor cortical areas matched those previously demonstrated using conventional anatomical tracing techniques. Furthermore, although the organisation of subcortical connections within the PPN has not been extensively demonstrated in animals, we show here in a rhesus monkey that there are clearly separated connections of the PPN with the thalamus, substantia nigra, and subthalamic nucleus. Thus, in addition to increasing confidence in the accuracy of PDT for tracing PPN connections and determining the organisation of these connections within the PPN in vivo , our observations suggest that diffusion tractography will be a useful new technique to rapidly identify connections in animal brains pre-mortem and post-mortem.
- Published
- 2008
49. Quantitative short echo-time 1H LASER-CSI in human brain at 4 T
- Author
-
Jennifer A. McNab and Robert Bartha
- Subjects
Adult ,Male ,Magnetic Resonance Spectroscopy ,Metabolite ,Analytical chemistry ,computer.software_genre ,Creatine ,law.invention ,chemistry.chemical_compound ,Nuclear magnetic resonance ,Voxel ,law ,Reference Values ,Linear regression ,Image Processing, Computer-Assisted ,Humans ,Radiology, Nuclear Medicine and imaging ,Spectroscopy ,Brain Mapping ,Lasers ,Subtraction ,Brain ,Pulse sequence ,Laser ,chemistry ,Molecular Medicine ,Female ,computer - Abstract
A novel short echo-time 1 H chemical shift imaging (CSI) pulse sequence is presented that incorporates localization by adiabatic selective refocusing (LASER) for FOV-reduction, k-space weighted averaging and macromolecule subtraction, to obtain quantitative concentration measurements of N-acetyl-aspartate, glutamate, glucose, myo-inositol, creatine and choline using a nominal voxel size of 0.56cm 3 . A comparison of spectral quality and metabolite concentration measurements was made between LASER-CSI and LASER-single voxel spectroscopy (SVS) in a region of homogeneous parietal white matter (N ¼8). No significant differences were found in linewidths, signal-to-noise ratios or the effectiveness of the macromolecule subtraction between SVS and CSI. Water suppression was 45% more effective in SVS than in CSI (p
- Published
- 2006
50. Tissue oxygen tension measurements in the Shionogi model of prostate cancer using 19F MRS and MRI
- Author
-
A. C. Yung, Jennifer A. McNab, and Piotr Kozlowski
- Subjects
Male ,Pathology ,medicine.medical_specialty ,Magnetic Resonance Spectroscopy ,medicine.medical_treatment ,Biophysics ,Sensitivity and Specificity ,Prostate cancer ,Mice ,In vivo ,Tissue oxygen tension ,Image Interpretation, Computer-Assisted ,medicine ,Biomarkers, Tumor ,Animals ,Radiology, Nuclear Medicine and imaging ,Tissue Distribution ,Chemotherapy ,Radiological and Ultrasound Technology ,medicine.diagnostic_test ,business.industry ,Prostatic Neoplasms ,Reproducibility of Results ,Magnetic resonance imaging ,Oxygenation ,Fluorine ,Neoplasms, Experimental ,medicine.disease ,Magnetic Resonance Imaging ,Radiation therapy ,Oxygen ,business ,Nuclear medicine ,Algorithms ,Hormone - Abstract
Objectives: To investigate changes in tumour tissue oxygenation throughout the tumour growth–regression–relapse cycle in an androgen-dependent animal tumour model. Materials and methods: 19F T1 relaxometry of Perfluoro-15-Crown-5-Ether was used to measure in vivo partial oxygen pressure (pO2) of Shionogi tumours on a 2.35-T MR scanner. Perfluoro-15-Crown-5-Ether was administered as an emulsion injected intravenously or as a neat compound injected directly into the tumour. Non-localized, tumour 19F T1 measurements, made at multiple time points throughout the tumour cycle, were translated into pO2 levels. Results: No correlation between tumour size and pO2 values was found. Values of pO2 for growing tumours (50 ± 30 torr) were significantly lower than for regressing and relapsing tumours after 9 days post-castration (70 ± 10 torr, p
- Published
- 2004
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.