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Pulsed and oscillating gradient MRI for assessment of cell size and extracellular space (POMACE) in mouse gliomas

Reynaud, Olivier; Winters, Kerryanne Veronica; Hoang, Dung Minh; Wadghiri, Youssef Zaim; Novikov, Dmitry S; Kim, Sungheon Gene
Solid tumor microstructure is related to the aggressiveness of the tumor, interstitial pressure and drug delivery pathways, which are closely associated with treatment response, metastatic spread and prognosis. In this study, we introduce a novel diffusion MRI data analysis framework, pulsed and oscillating gradient MRI for assessment of cell size and extracellular space (POMACE), and demonstrate its feasibility in a mouse tumor model. In vivo and ex vivo POMACE experiments were performed on mice bearing the GL261 murine glioma model (n = 8). Since the complete diffusion time dependence is in general non-analytical, the tumor microstructure was modeled in an appropriate time/frequency regime by impermeable spheres (radius Rcell , intracellular diffusivity Dics ) surrounded by extracellular space (ECS) (approximated by constant apparent diffusivity Decs in volume fraction ECS). POMACE parametric maps (ECS, Rcell , Dics , Decs ) were compared with conventional diffusion-weighted imaging metrics, electron microscopy (EM), alternative ECS determination based on effective medium theory (EMT), and optical microscopy performed on the same samples. It was shown that Decs can be approximated by its long time tortuosity limit in the range [1/(88 Hz)-31 ms]. ECS estimations (44 +/- 7% in vivo and 54 +/- 11% ex vivo) were in agreement with EMT-based ECS and literature on brain gliomas. Ex vivo, ECS maps correlated well with optical microscopy. Cell sizes (Rcell = 4.8 +/- 1.3 in vivo and 4.3 +/- 1.4 microm ex vivo) were consistent with EM measurements (4.7 +/- 1.8 microm). In conclusion, Rcell and ECS can be quantified and mapped in vivo and ex vivo in brain tumors using the proposed POMACE method. Our experimental results support the view that POMACE provides a way to interpret the frequency or time dependence of the diffusion coefficient in tumors in terms of objective biophysical parameters of neuronal tissue, which can be used for non-invasive monitoring of preclinical cancer studies and treatment efficacy
PMCID:5035213
PMID: 27448059
ISSN: 1099-1492
CID: 2261502

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

Neurovascular analysis of the aging murine brain using 3D in vivo gadolinium micelle-enhanced magnetic resonance angiography [Meeting Abstract]

Hill, L K; Hoang, D M; Briley, K; Sadowski, M; Wadghiri, Y Z
Introduction Abnormal changes in the neurovascular architecture are associated with numerous conditions including tumors, Alzheimer's disease, and diabetes. Pre-clinical mouse models are invaluable in our understanding, diagnosis and treatment of such conditions, but we have yet to see a longitudinal assessment of neurovascular changes in wild type (WT) control mice. Contrast enhanced-magnetic resonance angiography (CE-MRA) utilizes an exogenous contrast agent to study neurovasculature clinically and pre-clinically with little hemodynamic-dependence. Here, we implemented 3D in vivo CE-MRA to longitudinally study the neurovasculature of aging WT mice. This study provides insight into the normal aging process in WT mice and could serve as a baseline for future studies of neurovascular disease models. Materials and Methods Gadolinium (Gd)-bound micelles were synthesized to serve as a blood pool agent via a previously described thin-film method1 combining Gd-DPTA, polyethylene glycol, and Rhodamine B-bound lipids. Assessment of size, relaxivity, and plasma half-life confirmed the imaging potential of this compound. Gd-micelles were administered via femoral injection into female WT C57BL/6 mice; the most widely used inbred strain for models of human disease2. Twentyseven micelle-administered mice were imaged between ages 2-to-26 months (mo). A subset of mice was aged and imaged at 2-4mo, 14-16mo, and 24-26mo to assess variability in neurovascular changes of individual mice. Angiograms were acquired on a 7-Tesla Bruker micro-MRI system with an 87-minute (100mum) 3 isotropic resolution scan. Neurovascular analysis was applied to anatomically identifiable regions following brain alignment with software by the Mouse Imaging Center (Toronto, Canada)3 and tools developed by the Montreal Neurological Institute (Montreal, Canada). Neurovascular changes were quantified using intensity-based vascular thresholding and segmentation (see figure). Results Quantification of the whole brain showed a significant decrease in detectable neurovasculature between the 2-4mo and 14-16mo groups (p<0.01, one-way ANOVA plus Bonferroni test). A reduction was again seen in the second year of aging. We also quantified the neurovascular changes of the cortex, circle of willis, and sagittal midline and found a significant reduction during the first year of aging and further reduction in the second year. However, the hippocampus showed no significant neurovascular changes. Conclusion Gd micelle-enhanced MRA allowed for the detection of an overall decline in the neurovascular volume of aging C57BL/6 mice. To our knowledge, this is the first report of an age-dependent neurovascular reduction in longitudinally monitored WT animals. These unexpected results stress the need to establish a baseline using control animals of the same background when studying transgenic models of neurovascular diseases. Such reductions may also explain age-dependent changes in cerebral blood flow and function. (Figure Presented)
EMBASE:72315459
ISSN: 1860-2002
CID: 2161262

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
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