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Lower extremity MRI following 10-week supervised exercise intervention in patients with diabetic peripheral neuropathy

Brown, Ryan; Sharafi, Azadeh; Slade, Jill M; Convit, Antonio; Davis, Nathan; Baete, Steven; Milton, Heather; Mroczek, Kenneth J; Kluding, Patricia M; Regatte, Ravinder R; Parasoglou, Prodromos; Rao, Smita
INTRODUCTION/BACKGROUND:The purpose of this study was to characterize using MRI the effects of a 10-week supervised exercise program on lower extremity skeletal muscle composition, nerve microarchitecture, and metabolic function in individuals with diabetic peripheral neuropathy (DPN). RESEARCH DESIGN AND METHODS/METHODS:) and once following intervention to measure relaxation times (T1, T1ρ, and T2), phosphocreatine recovery, fat fraction, and diffusion parameters. RESULTS:and postintervention MRI metrics were: calf adipose infiltration -2.6%±6.4%, GM T1ρ -4.1%±7.7%, GM T2 -3.5%±6.4%, and gastrocnemius lateral T2 -4.6±7.4%. Insignificant changes were observed in gastrocnemius phosphocreatine recovery rate constant (p>0.3) and tibial nerve fractional anisotropy (p>0.6) and apparent diffusion coefficient (p>0.4). CONCLUSIONS:The 10-week supervised exercise intervention program successfully reduced adiposity and altered resting tissue properties in the lower leg in DPN. Gastrocnemius mitochondrial oxidative capacity and tibial nerve microarchitecture changes were not observed, either due to lack of response to therapy or to lack of measurement sensitivity.
PMCID:8438733
PMID: 34518157
ISSN: 2052-4897
CID: 5012272

Wearable Coil for Knee Flexion MRI

Chapter by: Siddiq, Syed Saad; Lakshmanan, Karthik; Walczyk, Jerzy; Bruno, Mary; Brown, Ryan
in: 2021 International Conference on Electromagnetics in Advanced Applications, ICEAA 2021 by
[S.l.] : Institute of Electrical and Electronics Engineers Inc., 2021
pp. 378-?
ISBN: 9781665413862
CID: 5055402

Improved whole-brain SNR with an integrated high-permittivity material in a head array at 7T

Lakshmanan, Karthik; Carluccio, Giuseppe; Walczyk, Jerzy; Brown, Ryan; Rupprecht, Sebastian; Yang, Qing X; Lanagan, Michael T; Collins, Christopher M
PURPOSE/OBJECTIVE:To demonstrate that strategic use of materials with high electric permittivity along with integrated head-sized coil arrays can improve SNR in the entire brain. METHODS:Numerical simulations were used to design a high-permittivity material (HPM) helmet for enhancing SNR throughout the brain in receive arrays of 8 and 28 channels. Then, two 30-channel head coils of identical geometry were constructed: one fitted with a prototype helmet-shaped ceramic HPM helmet, and the second with a helmet-shaped low-permittivity shell, each 8-mm thick. An eight-channel dipole array was used for excitation. In vivo maps of excitation flip angle and SNR were acquired. RESULTS:Simulation results showed improvement in transmit efficiency by up to 65% and in receive-side SNR by up to 47% on average through the head with use of an HPM helmet. Experimental results showed that experimental transmit efficiency was improved by approximately 56% at the center of brain, and experimental receive-side SNR (SNR normalized to flip angle) was improved by approximately 21% on average through orthogonal planes through the cerebrum, including at the center of the brain, with the HPM. CONCLUSION/CONCLUSIONS:Although HPM is used increasingly to improve transmit efficiency locally in situations in which the transmit coil and imaging volume are much larger than the HPM, here we demonstrate that HPM can also be used to improve transmit efficiency and receive-side SNR throughout the brain by improving performance of a head-sized receive array. This includes the center of the brain, where it is difficult to improve SNR by other means.
PMID: 33755236
ISSN: 1522-2594
CID: 4823562

Simultaneous T1 , T2 , and T1ρ relaxation mapping of the lower leg muscle with MR fingerprinting

Sharafi, Azadeh; Medina, Katherine; Zibetti, Marcelo W V; Rao, Smita; Cloos, Martijn A; Brown, Ryan; Regatte, Ravinder R
PURPOSE/OBJECTIVE: METHODS:measured using TB-SL MRF in Bloch simulations, model agar phantoms, and in vivo experiments to those with a self-compensated spin-lock preparation module (SC-SL). The TB-SL MRF repeatability was evaluated in maps acquired in the lower leg skeletal muscle of 12 diabetic peripheral neuropathy patients, scanned two times each during visits separated by about 30 days. RESULTS:= 31.7 ± 3.2 ms in skeletal muscle across patients. Bland-Altman analysis demonstrated low bias between TB-SL and SC-SL MRF and between TB-SL MRF maps acquired in two visits. The coefficient of variation was less than 3% for all measurements. CONCLUSION/CONCLUSIONS:
PMID: 33554369
ISSN: 1522-2594
CID: 4799722

Multinuclear MRI to disentangle intracellular sodium concentration and extracellular volume fraction in breast cancer

Ianniello, Carlotta; Moy, Linda; Fogarty, Justin; Schnabel, Freya; Adams, Sylvia; Axelrod, Deborah; Axel, Leon; Brown, Ryan; Madelin, Guillaume
The purpose of this work was to develop a novel method to disentangle the intra- and extracellular components of the total sodium concentration (TSC) in breast cancer from a combination of proton ([Formula: see text]H) and sodium ([Formula: see text]) magnetic resonance imaging (MRI) measurements. To do so, TSC is expressed as function of the intracellular sodium concentration ([Formula: see text]), extracellular volume fraction (ECV) and the water fraction (WF) based on a three-compartment model of the tissue. TSC is measured from [Formula: see text] MRI, ECV is calculated from baseline and post-contrast [Formula: see text]H [Formula: see text] maps, while WF is measured with a [Formula: see text]H chemical shift technique. [Formula: see text] is then extrapolated from the model. Proof-of-concept was demonstrated in three healthy subjects and two patients with triple negative breast cancer. In both patients, TSC was two to threefold higher in the tumor than in normal tissue. This alteration mainly resulted from increased [Formula: see text] ([Formula: see text] 30 mM), which was [Formula: see text] 130% greater than in healthy conditions (10-15 mM) while the ECV was within the expected range of physiological values (0.2-0.25). Multinuclear MRI shows promise for disentangling [Formula: see text] and ECV by taking advantage of complementary [Formula: see text]H and [Formula: see text] measurements.
PMID: 33664340
ISSN: 2045-2322
CID: 4801862

Global decrease in brain sodium concentration after mild traumatic brain injury

Gerhalter, Teresa; Chen, Anna M; Dehkharghani, Seena; Peralta, Rosemary; Adlparvar, Fatemeh; Babb, James S; Bushnik, Tamara; Silver, Jonathan M; Im, Brian S; Wall, Stephen P; Brown, Ryan; Baete, Steven H; Kirov, Ivan I; Madelin, Guillaume
The pathological cascade of tissue damage in mild traumatic brain injury is set forth by a perturbation in ionic homeostasis. However, whether this class of injury can be detected in vivo and serve as a surrogate marker of clinical outcome is unknown. We employ sodium MRI to test the hypotheses that regional and global total sodium concentrations: (i) are higher in patients than in controls and (ii) correlate with clinical presentation and neuropsychological function. Given the novelty of sodium imaging in traumatic brain injury, effect sizes from (i), and correlation types and strength from (ii), were compared to those obtained using standard diffusion imaging metrics. Twenty-seven patients (20 female, age 35.9 ± 12.2 years) within 2 months after injury and 19 controls were scanned with proton and sodium MRI at 3 Tesla. Total sodium concentration, fractional anisotropy and apparent diffusion coefficient were obtained with voxel averaging across 12 grey and white matter regions. Linear regression was used to obtain global grey and white matter total sodium concentrations. Patient outcome was assessed with global functioning, symptom profiles and neuropsychological function assessments. In the regional analysis, there were no statistically significant differences between patients and controls in apparent diffusion coefficient, while differences in sodium concentration and fractional anisotropy were found only in single regions. However, for each of the 12 regions, sodium concentration effect sizes were uni-directional, due to lower mean sodium concentration in patients compared to controls. Consequently, linear regression analysis found statistically significant lower global grey and white matter sodium concentrations in patients compared to controls. The strongest correlation with outcome was between global grey matter sodium concentration and the composite z-score from the neuropsychological testing. In conclusion, both sodium concentration and diffusion showed poor utility in differentiating patients from controls, and weak correlations with clinical presentation, when using a region-based approach. In contrast, sodium linear regression, capitalizing on partial volume correction and high sensitivity to global changes, revealed high effect sizes and associations with patient outcome. This suggests that well-recognized sodium imbalances in traumatic brain injury are (i) detectable non-invasively; (ii) non-focal; (iii) occur even when the antecedent injury is clinically mild. Finally, in contrast to our principle hypothesis, patients' sodium concentrations were lower than controls, indicating that the biological effect of traumatic brain injury on the sodium homeostasis may differ from that in other neurological disorders. Note: This figure has been annotated.
PMCID:8066885
PMID: 33928248
ISSN: 2632-1297
CID: 4852212

Simultaneous T-1, T-2, and T-1 rho relaxation mapping of the lower leg muscle with MR fingerprinting

Sharafi, Azadeh; Medina, Katherine; Zibetti, Marcelo W. V.; Rao, Smita; Cloos, Martijn A.; Brown, Ryan; Regatte, Ravinder R.
ISI:000615824000001
ISSN: 0740-3194
CID: 4821202

3D Printed Imaging Phantoms

Chapter by: Wake, Nicole; Ianniello, Carlotta; Brown, Ryan; Collins, Christopher M
in: 3D printing for the radiologist by Wake, Nicole (Ed)
[S.l.] : Elsevier, 2021
pp. 175-189
ISBN: 032377573x
CID: 4903402

Improved brain imaging with a head array with integrated high-permittivity material

Chapter by: Lakshmanan, Karthik; Walczyk, Jerzy; Brown, Ryan; Rupprecht, Sebastian; Yang, Qing X.; Lanagan, Michael T.; Collins, Christopher
in: AIP Conference Proceedings by
[S.l.] : American Institute of Physics Inc., 2020
pp. ?-?
ISBN: 9780735440340
CID: 4734222

A dual-tuned 17 O/1 H head array for direct brain oximetry at 3 Tesla

Lakshmanan, Karthik; Dehkharghani, Seena; Madelin, Guillaume; Brown, Ryan
PURPOSE/OBJECTIVE:H coil for direct brain oximetry at 3T. METHODS:H images. RESULTS:H structural brain images demonstrated excellent quality and anatomical detail using routine clinical imaging sequence parameters and parallel acceleration. CONCLUSION/CONCLUSIONS:H imaging under standard clinical 3 T scanning conditions.
PMID: 31593372
ISSN: 1522-2594
CID: 4129612