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Working Memory And Brain Tissue Microstructure: White Matter Tract Integrity Based On Multi-Shell Diffusion MRI
Chung, Sohae; Fieremans, Els; Kucukboyaci, Nuri E; Wang, Xiuyuan; Morton, Charles J; Novikov, Dmitry S; Rath, Joseph F; Lui, Yvonne W
Working memory is a complex cognitive process at the intersection of sensory processing, learning, and short-term memory and also has a general executive attention component. Impaired working memory is associated with a range of neurological and psychiatric disorders, but very little is known about how working memory relates to underlying white matter (WM) microstructure. In this study, we investigate the association between WM microstructure and performance on working memory tasks in healthy adults (right-handed, native English speakers). We combine compartment specific WM tract integrity (WMTI) metrics derived from multi-shell diffusion MRI as well as diffusion tensor/kurtosis imaging (DTI/DKI) metrics with Wechsler Adult Intelligence Scale-Fourth Edition (WAIS-IV) subtests tapping auditory working memory. WMTI is a novel tool that helps us describe the microstructural characteristics in both the intra- and extra-axonal environments of WM such as axonal water fraction (AWF), intra-axonal diffusivity, extra-axonal axial and radial diffusivities, allowing a more biophysical interpretation of WM changes. We demonstrate significant positive correlations between AWF and letter-number sequencing (LNS), suggesting that higher AWF with better performance on complex, more demanding auditory working memory tasks goes along with greater axonal volume and greater myelination in specific regions, causing efficient and faster information process.
PMCID:5816650
PMID: 29453439
ISSN: 2045-2322
CID: 2958462
Diffusion MR Imaging in Mild Traumatic Brain Injury
Borja, Maria J; Chung, Sohae; Lui, Yvonne W
Remarkable advances have been made in the last decade in the use of diffusion MR imaging to study mild traumatic brain injury (mTBI). Diffusion imaging shows differences between mTBI patients and healthy control groups in multiple different metrics using a variety of techniques, supporting the notion that there are microstructural injuries in mTBI patients that radiologists have been insensitive to. Future areas of discovery in diffusion MR imaging and mTBI include larger longitudinal studies to better understand the evolution of the injury and unravel the biophysical meaning that the detected changes in diffusion MR imaging represent.
PMID: 29157848
ISSN: 1557-9867
CID: 2791642
Neuropsychological Testing, MR Spectroscopy and Patient Symptom Reports Reveal Two Distinct Stories in mTBI...American Congress of Rehabilitation Medicine Annual Conference 23 - 28 October 2017, Atlanta, GA
Kucukboyaci, Nuri Erkut; Gonen, Oded; Lui, Yvonne; Rath, Joseph; Kirov, Ivan
CINAHL:125310827
ISSN: 0003-9993
CID: 2735442
Clinical utility for diffusion MRI sequence in emergency and inpatient spine protocols
Hoch, Michael J; Rispoli, Joanne; Bruno, Mary; Wauchope, Mervin; Lui, Yvonne W; Shepherd, Timothy M
Diffusion imaging of the spine has the potential to change clinical management, but is challenging due to the small size of the cord and susceptibility artifacts from adjacent structures. Reduced field-of-view (rFOV) diffusion can improve image quality by decreasing the echo train length. Over the past 2 years, we have acquired a rFOV diffusion sequence for MRI spine protocols on most inpatients and emergency room patients. We provide selected imaging diagnoses to illustrate the utility of including diffusion spine MRI in clinical practice. Our experiences support using diffusion MRI to improve diagnostic certainty and facilitate prompt treatment or clinical management.
PMID: 28601735
ISSN: 1873-4499
CID: 2594972
Influence of T1-Weighted Signal Intensity on FSL Voxel-Based Morphometry and FreeSurfer Cortical Thickness
Chung, S; Wang, X; Lui, Y W
The effect of T1 signal on FSL voxel-based morphometry modulated GM density and FreeSurfer cortical thickness is explored. The techniques rely on different analyses, but both are commonly used to detect spatial changes in GM. Standard pipelines show FSL voxel-based morphometry is sensitive to T1 signal alterations within a physiologic range, and results can appear discordant between FSL voxel-based morphometry and FreeSurfer cortical thickness. Care should be taken in extrapolating results to the effect on brain volume.
PMCID:5389905
PMID: 28034997
ISSN: 1936-959x
CID: 2383742
Multiple sclerosis partners advancing technology and health solutions (MS PATHS): Initial launch experience [Meeting Abstract]
Bermel, R; Mowry, E; Krupp, L; Jones, S; Naismith, R; Boster, A; Hyland, M; Izbudak, I; Lui, Y; Benzinger, T; Hersh, C; Williams, J; Fisher, E; Goyal, J; Rhodes, J; De, Moor C; Phillips, G; Kieseier, B; Gabel, W; Buzzell, K; Datta, S; Rudick, R
Objective: Report initial results from the Multiple Sclerosis Partners Advancing Technology and Health Solutions (MS PATHS) project. Background: The Learning Health System (LHS) concept involves collecting standardized clinical and imaging data during the course of patient care. The data would then serve two purposes simultaneously: data-driven clinical care decisions and systematic learning. Design/Methods: MS PATHS was designed around the LHS concept, through collaborative meetings in 2015-2016. MS PATHS participants self-administer the Multiple Sclerosis Performance Test (MSPT) at routine clinical visits. MSPT is an iPad-based medical device designed and validated for MS. MSPT includes components of the MSFC-4, NeuroQoL, and a standardized MS history. For imaging data, brain MRIs are acquired on 3T Siemens scanners using identical image acquisition parameters, to allow generation of highly standardized MRI-metrics. Participants may also elect to contribute to a biorepository. Results: As of Oct 19, 2016, seven US centers were participating in MS PATHS in collaboration with Biogen, under guidance of a steering committee of 3 neurologists and 1 neuroradiologist from participating centers and a Biogen representative. From May 17, 2016 through October 19, 2016, 1507 patients with MS were enrolled in MS PATHS, 317 with two or more visits. Data from 1127 MSPT assessments are currently available in the LHS database, 342 with brain MRIs. Opt-in rate for data sharing has exceeded 90%, suggesting the study will yield a representative population from participating centers. Across patients currently enrolled (mean+- SD): age=52+/-12 years, Walking Speed Test = 8.46 +/- 5.54 sec, and Dominant Hand Manual Dexterity Test = 28.3 +/- 7.7 sec. Updated results and lessons learned will be presented. Conclusions: MS PATHS is the first LHS established in MS. Enrollment has been rapid, and patient acceptance high. Standardized, comprehensive clinical and imaging data collection will accelerate collaborative research efforts and support data-driven patient management
EMBASE:616551674
ISSN: 1526-632x
CID: 2608682
Multicenter MRI standardization to allow quantitative metrics in routine care of multiple sclerosis patients: The Multiple Sclerosis Partners Advancing Technology and Health Solutions (MS PATHS) initiative [Meeting Abstract]
Bermel, R; Jones, S; Izbudak, I; Lui, Y; Jennings, D; Krupp, L; Mowry, E; Richert, N; Rudick, R; Williams, J; Fisher, E
Objective: To design and implement a strategy to enable high quality, standardized MRI acquisitions across a network of participating healthcare institutions (MS PATHS). Background: Although imaging guidelines for MS patients have been recommended and MRI protocols are specified for clinical trials, there remains a high degree of variability in acquisition parameters that limit the reliability of quantitative measurements. As part of MS PATHS, we are collaborating with a network of MS centers to standardize the acquisition of MRI images for quantitative analysis. Our goal is to test the feasibility and clinical utility of collecting research-quality MRI data during routine clinical care. Design/Methods: A standardized MRI protocol was designed by healthcare institution neuroradiologists and imaging scientists at Biogen and Siemens to be feasible for routine use for multicenter imaging of any MS patient referred for MRI, and optimized for automated quantitative analysis of brain volume and MS lesions. Incorporation of these agreed-upon sequences into the routine MS-MRI protocol was part of the MS PATHS start-up process. Results: The MS PATHS brain imaging protocol includes two 1mm isotropic product sequences optimized for Siemens 3T scanners: a pre-contrast 3D MPRAGE and 3D SPACE FLAIR with a total scan time of 11.42 minutes. Currently, the highly standardized sequences have been implemented as standard of care in 8 institutions. Within the first 2 weeks since activation, 383 retrospective MRI studies from 342 unique patients were received from the first institution and 98.5% of these scans passed automated QA/QC, demonstrating the initial feasibility of this approach. Conclusions: To our knowledge this is the first implementation of a rigorously standardized MRI protocol across MS centers to generate research quality imaging metrics in clinical practice. Integration into a learning health system will improve clinical care and research
EMBASE:616551580
ISSN: 1526-632x
CID: 2608692
Tumoral Presentation of Homonymous Hemianopia and Prosopagnosia in Cerebral Amyloid Angiopathy-Related Inflammation
Hainline, Clotilde; Rucker, Janet C; Zagzag, David; Golfinos, John G; Lui, Yvonne W; Liechty, Benjamin; Warren, Floyd A; Balcer, Laura J; Galetta, Steven L
While cerebral amyloid angiopathy is a common cause of lobar hemorrhage, rarely it may be associated with an inflammatory response, thought to be incited by amyloid deposits. We report a 73-year-old woman with an extensive cancer history who presented with tumor-like lesions and symptoms of homonymous hemianopia and prosopagnosia. Found to have cerebral amyloid angiopathy-related inflammation proven by brain biopsy, she was treated successfully with immunosuppression.
PMID: 28187081
ISSN: 1536-5166
CID: 2437622
Disrupted Saccade Control in Chronic Cerebral Injury: Upper Motor Neuron-Like Disinhibition in the Ocular Motor System
Rizzo, John-Ross; Hudson, Todd E; Abdou, Andrew; Lui, Yvonne W; Rucker, Janet C; Raghavan, Preeti; Landy, Michael S
Saccades rapidly direct the line of sight to targets of interest to make use of the high acuity foveal region of the retina. These fast eye movements are instrumental for scanning visual scenes, foveating targets, and, ultimately, serve to guide manual motor control, including eye-hand coordination. Cerebral injury has long been known to impair ocular motor control. Recently, it has been suggested that alterations in control may be useful as a marker for recovery. We measured eye movement control in a saccade task in subjects with chronic middle cerebral artery stroke with both cortical and substantial basal ganglia involvement and in healthy controls. Saccade latency distributions were bimodal, with an early peak at 60 ms (anticipatory saccades) and a later peak at 250 ms (regular saccades). Although the latencies corresponding to these peaks were the same in the two groups, there were clear differences in the size of the peaks. Classifying saccade latencies relative to the saccade "go signal" into anticipatory (latencies up to 80 ms), "early" (latencies between 80 and 160 ms), and "regular" types (latencies longer than 160 ms), stroke subjects displayed a disproportionate number of anticipatory saccades, whereas control subjects produced the majority of their saccades in the regular range. We suggest that this increase in the number of anticipatory saccade events may result from a disinhibition phenomenon that manifests as an impairment in the endogenous control of ocular motor events (saccades) and interleaved fixations. These preliminary findings may help shed light on the ocular motor deficits of neurodegenerative conditions, results that may be subclinical to an examiner, but clinically significant secondary to their functional implications.
PMCID:5266728
PMID: 28184211
ISSN: 1664-2295
CID: 2437522
IDENTIFYING MILD TRAUMATIC BRAIN INJURY PATIENTS FROM MR IMAGES USING BAG OF VISUAL WORDS [Meeting Abstract]
Minaee, Shervin; Wang, Siyun; Wang, Yao; Chung, Sohae; Wang, Xiuyuan; Fieremans, Els; Flanagan, Steven; Rath, Joseph; Lui, Yvonne W.
ISI:000426447400042
ISSN: 2372-7241
CID: 4214852