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Surface-to-volume ratio mapping of tumor microstructure using oscillating gradient diffusion weighted imaging
Reynaud, Olivier; Winters, Kerryanne Veronica; Hoang, Dung Minh; Wadghiri, Youssef Zaim; Novikov, Dmitry S; Kim, Sungheon Gene
PURPOSE: To disentangle the free diffusivity (D0 ) and cellular membrane restrictions, by means of their surface-to-volume ratio (S/V), using the frequency-dependence of the diffusion coefficient D(omega), measured in brain tumors in the short diffusion-time regime using oscillating gradients (OGSE). METHODS: In vivo and ex vivo OGSE experiments were performed on mice bearing the GL261 murine glioma model (n = 10) to identify the relevant time/frequency (t/omega) domain where D(omega) linearly decreases with omega-1/2 . Parametric maps (S/V, D0 ) are compared with conventional DWI metrics. The impact of frequency range and temperature (20 degrees C versus 37 degrees C) on S/V and D0 is investigated ex vivo. RESULTS: The validity of the short diffusion-time regime is demonstrated in vivo and ex vivo. Ex vivo measurements confirm that the purely geometric restrictions embodied in S/V are independent from temperature and frequency range, while the temperature dependence of the free diffusivity D0 is similar to that of pure water. CONCLUSION: Our results suggest that D(omega) in the short diffusion-time regime can be used to uncouple the purely geometric restriction effect, such as S/V, from the intrinsic medium diffusivity properties, and provides a nonempirical and objective way to interpret frequency/time-dependent diffusion changes in tumors in terms of objective biophysical tissue parameters. Magn Reson Med, 2015. (c) 2015 Wiley Periodicals, Inc.
PMCID:4724565
PMID: 26207354
ISSN: 1522-2594
CID: 1684152
Myeloperoxidase activity assessment in human brain vascular pathology using fluorescent and micro-MR Imaging [Meeting Abstract]
Hoang, D M; Wadghiri, Y Z; Gounis, M J; Caravan, P; Bogdanov, A A
Expression of myeloperoxidase (MPO) activity in the blood vessel wall by cells participating in the innate immune response is a known indicator of downstream acute vascular events (heart attacks, strokes). MPO activity associates with increased risk of rupture of brain aneurysms in humans [1]. Consequently, non-invasive imaging of MPO activity using a clinically acceptable imaging substrate would greatly assist in performing differential diagnosis in patients facing potential risk of aneurysm rupture. We devised an imaging setup in which a novel paramagnetic probe based on highly water-soluble, negatively charged 5-hydroxytryptamide (5HT) of DOTAGAGd could be tested ex vivo in human aneurysmal tissue. In the presence of DOTAGAGd-5HT substrate and serum albumin, we observed an increase in molar longitudinal relaxivity of Gd (r1; 2.3 fold at 0.47 T) as a result of MPO-driven catalysis. In contrast to bis-tryptamides of DTPA [2], DOTAGAGd-based MPO substrate showed better solubility and a higher enzyme-mediated molar relaxivity increase due to the combined effect of a lower relaxivity of DOTAGA-chelated gadolinium (III) and lower binding to plasma proteins of mono-5HT substrates. Furthermore, we tested DOTAGAGd- 5HT for 1) mapping MPO activity in tissue regions using thick frozen histology sections and 2) corroborating micro- MRI (muMRI) images with ultrathin human sections examined using fluorescent MPO substrate (Cy3-5HT). Surgical samples of human saccular brain aneurysm clippings were obtained under the approved UMMS IRB protocol with patient consent (n=23). Frozen aneurysm sections (8 and 50 mum thick) were fixed with acetone. Red fluorescence of Cy3-5HT substrate was localized in several areas in the adventitia of the ruptured aneurysm section (R) as well as within the partially thrombosed lumina of human samples. Parallel thick non-consecutive sections were subjected to muMRI imaging following incubation with 0.5 mM DOTAGAGd-5HT and hydrogen peroxide. Direct muMRI of tissue sections was performed using a set of homebuilt histological coils tuned to operate in a 7T Bruker muMRI system interfaced to a 200 mm horizontal bore magnet [3]. The highly detailed muMR images (57 mum in-plane resolution) of thin tissue sections acquired in less than 8-hours revealed the presence of high focal T1w-enhancement corresponding to the blood vessel wall (R) and the plaque (UR) areas of the same sections. The set of tissue samples examined so far confirm positive correlation between normalized MPO enzymatic activity found in the tissue and the increased risk of developing a rupture within a 5-year period. Therefore, low molecular weight, highly stable DOTAGA-based chelates are promising molecular imaging probes for further clinical translation. The initial assessment of a potential link between brain aneurysm instability and vascular wall inflammation is further evidenced by our imaging setup enabling the direct muMRI analysis of human histology samples and the testing of novel MR enzyme-specific probes in situ. (Figure Presented)
EMBASE:72315495
ISSN: 1860-2002
CID: 2161252
Optimal target VOI size for accurate 4D coregistration of DCE-MRI [Meeting Abstract]
Park, Brian; Mikheev, Artem; Wadghiri, Youssef Zaim; Bertrand, Anne; Novikov, Dmitry; Chandarana, Hersh; Rusinek, Henry
Dynamic contrast enhanced (DCE) MRI has emerged as a reliable and diagnostically useful functional imaging technique. DCE protocol typically lasts 3-15 minutes and results in a time series of N volumes. For automated analysis, it is important that volumes acquired at different times be spatially coregistered. We have recently introduced a novel 4D, or volume time series, coregistration tool based on a user-specified target volume of interest (VOI). However, the relationship between coregistration accuracy and target VOI size has not been investigated. In this study, coregistration accuracy was quantitatively measured using various sized target VOIs. Coregistration of 10 DCE-MRI mouse head image sets were performed with various sized VOIs targeting the mouse brain. Accuracy was quantified by measures based on the union and standard deviation of the coregistered volume time series. Coregistration accuracy was determined to improve rapidly as the size of the VOI increased and approached the approximate volume of the target (mouse brain). Further inflation of the VOI beyond the volume of the target (mouse brain) only marginally improved coregistration accuracy. The CPU time needed to accomplish coregistration is a linear function of N that varied gradually with VOI size. From the results of this study, we recommend the optimal size of the VOI to be slightly overinclusive, approximately by 5 voxels, of the target for computationally efficient and accurate coregistration.
ISI:000378223800056
ISSN: 0277-786x
CID: 2228152
Towards An Advanced Graphene-Based Magnetic Resonance Imaging Contrast Agent: Sub-acute Toxicity and Efficacy Studies in Small Animals
Kanakia, Shruti; Toussaint, Jimmy; Hoang, Dung Minh; Mullick Chowdhury, Sayan; Lee, Stephen; Shroyer, Kenneth R; Moore, William; Wadghiri, Youssef Z; Sitharaman, Balaji
Current clinical Gd(3+)-based T1 magnetic resonance imaging (MRI) contrast agents (CAs) are suboptimal or unsuitable, especially at higher magnetic fields (>1.5 Tesla) for advanced MRI applications such as blood pool, cellular and molecular imaging. Herein, towards the goal of developing a safe and more efficacious high field T1 MRI CA for these applications, we report the sub-acute toxicity and contrast enhancing capabilities of a novel nanoparticle MRI CA comprising of manganese (Mn(2+)) intercalated graphene nanoparticles functionalized with dextran (hereafter, Mangradex) in rodents. Sub-acute toxicology performed on rats intravenously injected with Mangradex at 1, 50 or 100 mg/kg dosages 3 times per week for three weeks indicated that dosages =50 mg/kg could serve as potential diagnostic doses. Whole body 7 Tesla MRI performed on mice injected with Mangradex at a potential diagnostic dose (25 mg/kg or 455 nanomoles Mn(2+)/kg; ~2 orders of magnitude lower than the paramagnetic ion concentration in a typical clinical dose) showed persistent (up to at least 2 hours) contrast enhancement in the vascular branches (Mn(2+) concentration in blood at steady state = 300 ppb, per voxel = 45 femtomoles). The results lay the foundations for further development of Mangradex as a vascular and cellular/ molecular MRI probe.
PMCID:4667281
PMID: 26625867
ISSN: 2045-2322
CID: 1863412
3D mapping of neuronal migration in the embryonic mouse brain with magnetic resonance microimaging
Deans, Abby E; Wadghiri, Youssef Zaim; Aristizabal, Orlando; Turnbull, Daniel H
A prominent feature of the developing mammalian brain is the widespread migration of neural progenitor (NP) cells during embryogenesis. A striking example is provided by NP cells born in the ventral forebrain of mid-gestation stage mice, which subsequently migrate long distances to their final positions in the cortex and olfactory bulb. Previous studies have used two-dimensional histological methods, making it difficult to analyze three-dimensional (3D) migration patterns. Unlike histology, magnetic resonance microimaging (micro-MRI) is a non-destructive, quantitative and inherently 3D imaging method for analyzing mouse embryos. To allow mapping of migrating NP cells with micro-MRI, cells were labeled in situ in the medial (MGE) and lateral (LGE) ganglionic eminences, using targeted in utero ultrasound-guided injection of micron-sized particles of iron-oxide (MPIO). Ex vivo micro-MRI and histology were then performed 5-6days after injection, demonstrating that the MPIO had magnetically labeled the migrating NP populations, which enabled 3D visualization and automated segmentation of the labeled cells. This approach was used to analyze the distinct patterns of migration from the MGE and LGE, and to construct rostral-caudal migration maps from each progenitor region. Furthermore, abnormal migratory phenotypes were observed in Nkx2.1-/- embryos, most notably a significant increase in cortical neurons derived from the Nkx2.1-/- LGE. Taken together, these results demonstrate that MPIO labeling and micro-MRI provide an efficient and powerful approach for analyzing 3D cell migration patterns in the normal and mutant mouse embryonic brain.
PMCID:4446241
PMID: 25869862
ISSN: 1095-9572
CID: 1532932
Evaluation of coils for imaging histological slides: Signal-to-noise ratio and filling factor
Hoang, Dung Minh; Voura, Evelyn B; Zhang, Chao; Fakri-Bouchet, Latifa; Wadghiri, Youssef Zaim
PURPOSE: To investigate the relative gain in sensitivity of five histology coils designed in-house to accommodate tissue sections of various sizes and compare with commercial mouse head coils. METHODS: The coil set was tailored to house tissue sections ranging from 5 to1000 microm encased in either glass slides or coverslips. RESULTS: Our simulations and experimental measurements demonstrated that although the sensitivity of this flat structure consistently underperforms relative to a birdcage head coil based on the gain expected from their respective filling factor ratios, our results demonstrate that it can still provide a remarkable gain in sensitivity. Our study also describes preparation protocols for freshly excised sections, as well as premounted tissue slides of both mouse and human specimens. Examples of the exceptional level of tissue detail and the near-perfect magnetic resonance imaging to light microscopic image coregistration are provided. CONCLUSION: The increase in filling factor achieved by the histology radiofrequency (RF) probe overcomes the losses associated with electric leaks inherent to this structure, leading to a 6.7-fold improvement in performance for the smallest coil implemented. Alternatively, the largest histology coil design exhibited equal sensitivity to the mouse head coil while nearly doubling the RF planar area coverage. Magn Reson Med 71:1932-1943, 2014. (c) 2013 Wiley Periodicals, Inc.
PMCID:3893312
PMID: 23857590
ISSN: 0740-3194
CID: 898972
NON-UNIFORM NOTCH SIGNALING UNDERLIES HETEROGENEITY WITHIN THE GLIOBLASTOMA STEM CELL POPULATION [Meeting Abstract]
Bayin, NSumru; Si, Sheng; Modrek, Aram; Song, Hae-Ri; Zagzag, David; Dung Minh Hoang; Wadghiri, Youssef Z; Dolgalev, Igor; Baysan, Mehmet; Heguy, Adriana; Barcellos-Hoff, Mary Helen; Placantonakis, Dimitris
ISI:000350452200804
ISSN: 1523-5866
CID: 2340682
Development and characterization of a clinically relevant mouse model of melanoma brain metastasis
Morsi, Amr; Gaziel-Sovran, Avital; Cruz-Munoz, William; Kerbel, Robert S; Golfinos, John G; Hernando, Eva; Wadghiri, Youssef Z
PMCID:3780600
PMID: 23647875
ISSN: 1755-1471
CID: 512832
Postmortem study of hippocampus subfields and layers at 7T MR [Meeting Abstract]
Yazdanie, M; Ge, Y; Wadghiri, Y Z; De, Leon M; Wisniewski, T
Background: Atrophy of the hippocampus is a key pathological hallmark of Alzheimer's disease (AD). An interest of subfields of hippocampal imaging has emerged in recent years due to the advent of ultra-high field MR. This work was to evaluate the imaging parameters on human postmortem brain at 7T MR using 3D susceptibility-sensitivity imaging (SWI) with enhanced tissue susceptibility contrast to better identify these layers and hippocampal subfields that are not available on conventional MR in order to better understand the transition of the hippocampus in AD as disease progresses. Methods: Imaging was performed on a 7.0T Siemens MAGNETOM using a 24-element phased array head coil. Post-mortem brain specimens of the hippocampus were obtained from 3 patients (mean: 72.2+4.3 years) with clinically diagnosed AD and 4 age-matched healthy controls (71.4+5.2 years). Coronal brain slices were preserved and fixed in 2% agar for this study. High resolution 3D SWI was obtained with isotropic voxel size 150~320mum. For imaging optimization to better visualize amyloid plaques, we varied TR, TE, BWand flip angle from 30-100ms, 12-36ms, 60-140Hz/ pixel and 10-40degree; respectively. The SWI filtered phase images were used (multiplication factor of 4 ~ 8) to enhance susceptibility contrast in the SWI images. Results: With optimal SWI parameters TR/TE/FA of 80ms/ 20ms/30IS at 7T, Figure 1 exemplifies the excellent image contrast for visualization of hippocampal layers (Fig A) and subfields (Fig B) in an elderly post-mortem brain without AD, specifically for cell types/layers: (1) Alveus; (2) Stratum Oriens; (3) Stratum Pyramidale; (4) Stratum Radiatum; (5) Stratum Lacunosum; (6) Stratum Moleculare; and for Hippocampal Formation subfields: (1) Hippocampal Head; (2, 2') Dentate Gyrus, (3, 3') Cornu Ammonis (CA1), (4) CA2, (5) CA3, (6) Pre-Subiculum/ Subiculum, (7) Para-Subiculum, (8) Entorhinal Cortex. There was significant atrophy of the whole hippocampal formation and subfields inADsamples with lessening of the!
EMBASE:71415997
ISSN: 1552-5260
CID: 953812
Non-invasive, in vivo monitoring of neuronal transport impairment in a mouse model of tauopathy using MEMRI
Bertrand, Anne; Khan, Umer; Hoang, Dung M; Novikov, Dmitry S; Krishnamurthy, Pavan; Rajamohamed Sait, Hameetha B; Little, Benjamin W; Sigurdsson, Einar M; Wadghiri, Youssef Z
The impairment of axonal transport by overexpression or hyperphosphorylation of tau is well documented for in vitro conditions; however, only a few studies on this phenomenon have been conducted in vivo, using invasive procedures, and with contradictory results. Here we used the non-invasive, Manganese-Enhanced Magnetic Resonance Imaging technique (MEMRI), to study for the first time a pure model of tauopathy, the JNPL3 transgenic mouse line, which overexpresses a mutated (P301L) form of the human tau protein. We show progressive impairment in neuronal transport as tauopathy advances. These findings are further supported by a significant correlation between the severity of the impairment in neuronal transport assessed by MEMRI, and the degree of abnormal tau assessed by histology. Unlike conventional techniques that focus on axonal transport measurement, MEMRI can provide a global analysis of neuronal transport, i.e. from dendrites to axons and at the macroscopic scale of fiber tracts. Neuronal transport impairment has been shown to be a key pathogenic process in Alzheimer's disease and numerous other neurodegenerative disorders. Hence, MEMRI provides a promising set of functional biomarkers to be used during preclinical trials to facilitate the selection of new drugs aimed at restoring neuronal transport in neurodegenerative diseases.
PMCID:3677525
PMID: 22960250
ISSN: 1053-8119
CID: 184812