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Schiff ND, Giacino JT, Butson CR, Choi EY, Baker JL, O'Sullivan KP, Janson AP, Bergin M, Bronte-Stewart HM, Chua J, DeGeorge L, Dikmen S, Fogarty A, Gerber LM, Krel M, Maldonado J, Radovan M, Shah SA, Su J, Temkin N, Tourdias T, Victor JD, Waters A, Kolakowsky-Hayner SA, Fins JJ, Machado AG, Rutt BK, Henderson JM. Thalamic deep brain stimulation in traumatic brain injury: a phase 1, randomized feasibility study. Nat Med 2023; 29:3162-3174. [PMID: 38049620 DOI: 10.1038/s41591-023-02638-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 10/10/2023] [Indexed: 12/06/2023]
Abstract
Converging evidence indicates that impairments in executive function and information-processing speed limit quality of life and social reentry after moderate-to-severe traumatic brain injury (msTBI). These deficits reflect dysfunction of frontostriatal networks for which the central lateral (CL) nucleus of the thalamus is a critical node. The primary objective of this feasibility study was to test the safety and efficacy of deep brain stimulation within the CL and the associated medial dorsal tegmental (CL/DTTm) tract.Six participants with msTBI, who were between 3 and 18 years post-injury, underwent surgery with electrode placement guided by imaging and subject-specific biophysical modeling to predict activation of the CL/DTTm tract. The primary efficacy measure was improvement in executive control indexed by processing speed on part B of the trail-making test.All six participants were safely implanted. Five participants completed the study and one was withdrawn for protocol non-compliance. Processing speed on part B of the trail-making test improved 15% to 52% from baseline, exceeding the 10% benchmark for improvement in all five cases.CL/DTTm deep brain stimulation can be safely applied and may improve executive control in patients with msTBI who are in the chronic phase of recovery.ClinicalTrials.gov identifier: NCT02881151 .
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Affiliation(s)
- Nicholas D Schiff
- Feil Family Brain Mind Institute, Weill Cornell Medicine, New York, NY, USA.
- Department of Neurology, Weill Cornell Medicine, New York, NY, USA.
| | - Joseph T Giacino
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, MA, USA
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA
| | - Christopher R Butson
- Scientific Computing and Imaging Institute Department of Bioengineering, University of Utah, Salt Lake City, UT, USA
- Norman Fixel Institute for Neurological Diseases Departments of Neurology and Neurosurgery, University of Florida, Gainesville, FL, USA
| | - Eun Young Choi
- Department of Neurosurgery, Stanford University, Stanford, CA, USA
| | - Jonathan L Baker
- Feil Family Brain Mind Institute, Weill Cornell Medicine, New York, NY, USA
| | - Kyle P O'Sullivan
- Scientific Computing and Imaging Institute Department of Bioengineering, University of Utah, Salt Lake City, UT, USA
| | - Andrew P Janson
- Scientific Computing and Imaging Institute Department of Bioengineering, University of Utah, Salt Lake City, UT, USA
- Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, USA
| | - Michael Bergin
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, MA, USA
| | | | - Jason Chua
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
| | - Laurel DeGeorge
- Feil Family Brain Mind Institute, Weill Cornell Medicine, New York, NY, USA
| | - Sureyya Dikmen
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Adam Fogarty
- Department of Neurosurgery, Stanford University, Stanford, CA, USA
| | - Linda M Gerber
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Mark Krel
- Department of Neurosurgery, Stanford University, Stanford, CA, USA
| | - Jose Maldonado
- Department of Psychiatry, Stanford University, Stanford, CA, USA
| | - Matthew Radovan
- Department of Computer Science, Stanford University, Stanford, CA, USA
| | - Sudhin A Shah
- Department of Radiology, Weill Cornell Medicine, New York, NY, USA
| | - Jason Su
- Department of Electrical Engineering, Stanford University, Stanford, CA, USA
| | - Nancy Temkin
- Department of Neurological Surgery, University of Washington, Seattle, WA, USA
| | - Thomas Tourdias
- Department of Neuroimaging, University of Bordeaux, Nouvelle-Aquitaine, France
| | - Jonathan D Victor
- Feil Family Brain Mind Institute, Weill Cornell Medicine, New York, NY, USA
- Department of Neurology, Weill Cornell Medicine, New York, NY, USA
| | - Abigail Waters
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, MA, USA
| | | | - Joseph J Fins
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Andre G Machado
- Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Brian K Rutt
- Department of Radiology, Stanford University, Stanford, CA, USA
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA, USA
- Bio-X Program, Stanford University, Stanford, CA, USA
| | - Jaimie M Henderson
- Department of Neurosurgery, Stanford University, Stanford, CA, USA.
- Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA, USA.
- Bio-X Program, Stanford University, Stanford, CA, USA.
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2
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Choi EY, Tian L, Su JH, Radovan MT, Tourdias T, Tran TT, Trelle AN, Mormino E, Wagner AD, Rutt BK. Thalamic nuclei atrophy at high and heterogenous rates during cognitively unimpaired human aging. Neuroimage 2022; 262:119584. [PMID: 36007822 PMCID: PMC9787236 DOI: 10.1016/j.neuroimage.2022.119584] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Revised: 08/09/2022] [Accepted: 08/21/2022] [Indexed: 02/02/2023] Open
Abstract
The thalamus is a central integration structure in the brain, receiving and distributing information among the cerebral cortex, subcortical structures, and the peripheral nervous system. Prior studies clearly show that the thalamus atrophies in cognitively unimpaired aging. However, the thalamus is comprised of multiple nuclei involved in a wide range of functions, and the age-related atrophy of individual thalamic nuclei remains unknown. Using a recently developed automated method of identifying thalamic nuclei (3T or 7T MRI with white-matter-nulled MPRAGE contrast and THOMAS segmentation) and a cross-sectional design, we evaluated the age-related atrophy rate for 10 thalamic nuclei (AV, CM, VA, VLA, VLP, VPL, pulvinar, LGN, MGN, MD) and an epithalamic nucleus (habenula). We also used T1-weighted images with the FreeSurfer SAMSEG segmentation method to identify and measure age-related atrophy for 11 extra-thalamic structures (cerebral cortex, cerebral white matter, cerebellar cortex, cerebellar white matter, amygdala, hippocampus, caudate, putamen, nucleus accumbens, pallidum, and lateral ventricle). In 198 cognitively unimpaired participants with ages spanning 20-88 years, we found that the whole thalamus atrophied at a rate of 0.45% per year, and that thalamic nuclei had widely varying age-related atrophy rates, ranging from 0.06% to 1.18% per year. A functional grouping analysis revealed that the thalamic nuclei involved in cognitive (AV, MD; 0.53% atrophy per year), visual (LGN, pulvinar; 0.62% atrophy per year), and auditory/vestibular (MGN; 0.64% atrophy per year) functions atrophied at significantly higher rates than those involved in motor (VA, VLA, VLP, and CM; 0.37% atrophy per year) and somatosensory (VPL; 0.32% atrophy per year) functions. A proximity-to-CSF analysis showed that the group of thalamic nuclei situated immediately adjacent to CSF atrophied at a significantly greater atrophy rate (0.59% atrophy per year) than that of the group of nuclei located farther from CSF (0.36% atrophy per year), supporting a growing hypothesis that CSF-mediated factors contribute to neurodegeneration. We did not find any significant hemispheric differences in these rates of change for thalamic nuclei. Only the CM thalamic nucleus showed a sex-specific difference in atrophy rates, atrophying at a greater rate in male versus female participants. Roughly half of the thalamic nuclei showed greater atrophy than all extra-thalamic structures examined (0% to 0.54% per year). These results show the value of white-matter-nulled MPRAGE imaging and THOMAS segmentation for measuring distinct thalamic nuclei and for characterizing the high and heterogeneous atrophy rates of the thalamus and its nuclei across the adult lifespan. Collectively, these methods and results advance our understanding of the role of thalamic substructures in neurocognitive and disease-related changes that occur with aging.
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Affiliation(s)
- Eun Young Choi
- Department of Neurosurgery, Stanford University, 300 Pasteur Drive, MC5327, Stanford, CA 94305, USA
| | - Lu Tian
- Department of Biomedical Data Science, 1265 Welch Road, MC5464, Stanford, CA 94305, USA
| | - Jason H. Su
- Department of Radiology, Stanford University, 300 Pasteur Drive, MC5488, Stanford, CA 94305, USA,Department of Electrical Engineering, Stanford University, 350 Jane Stanford Way, MC9505, Stanford, CA 94305, USA
| | - Matthew T. Radovan
- Department of Computer Science, Stanford University, 353 Jane Stanford Way, MC9025, Stanford, CA 94305, USA
| | - Thomas Tourdias
- Department of Neuroradiology, Bordeaux University Hospital, Bordeaux, France,INSERM U1215, Neurocentre Magendie, University of Bordeaux, France
| | - Tammy T. Tran
- Department of Psychology, Stanford University, Building 420, MC2130, Stanford, CA 94305, USA
| | - Alexandra N. Trelle
- Department of Psychology, Stanford University, Building 420, MC2130, Stanford, CA 94305, USA
| | - Elizabeth Mormino
- Department of Neurology and Neurological Sciences, Stanford, University, 300 Pasteur Drive, MC5235, Stanford, CA 94305, USA,Wu Tsai Neurosciences Institute, Stanford University, 290 Jane Stanford Way, Stanford, CA 94305, USA
| | - Anthony D. Wagner
- Department of Psychology, Stanford University, Building 420, MC2130, Stanford, CA 94305, USA,Wu Tsai Neurosciences Institute, Stanford University, 290 Jane Stanford Way, Stanford, CA 94305, USA
| | - Brian K. Rutt
- Department of Radiology, Stanford University, 300 Pasteur Drive, MC5488, Stanford, CA 94305, USA,Wu Tsai Neurosciences Institute, Stanford University, 290 Jane Stanford Way, Stanford, CA 94305, USA,Corresponding author. (B.K. Rutt)
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Roemer PB, Rutt BK. Minimum electric-field gradient coil design: Theoretical limits and practical guidelines. Magn Reson Med 2021; 86:569-580. [PMID: 33565135 PMCID: PMC8049068 DOI: 10.1002/mrm.28681] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 12/18/2020] [Accepted: 12/23/2020] [Indexed: 11/29/2022]
Abstract
PURPOSE To develop new concepts for minimum electric-field (E-field) gradient design, and to define the extents to which E-field can be reduced in gradient design while maintaining a desired imaging performance. METHODS Efficient calculation of induced electric field in simplified patient models was integrated into gradient design software, allowing constraints to be placed on the peak E-field. Gradient coils confined to various build envelopes were designed with minimum E-fields subject to standard magnetic field constraints. We examined the characteristics of E-field-constrained gradients designed for imaging the head and body and the importance of asymmetry and concomitant fields in achieving these solutions. RESULTS For transverse gradients, symmetric solutions create high levels of E-fields in the shoulder region, while fully asymmetric solutions create high E-fields on the top of the head. Partially asymmetric solutions result in the lowest E-fields, balanced between shoulders and head and resulting in factors of 1.8 to 2.8 reduction in E-field for x-gradient and y-gradient coils, respectively, when compared with the symmetric designs of identical gradient distortion. CONCLUSIONS We introduce a generalized method for minimum E-field gradient design and define the theoretical limits of magnetic energy and peak E-field for gradient coils of arbitrary cylindrical geometry.
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Affiliation(s)
| | - Brian K. Rutt
- Department of RadiologyStanford UniversityStanfordCaliforniaUSA
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Roemer PB, Wade T, Alejski A, McKenzie CA, Rutt BK. Electric field calculation and peripheral nerve stimulation prediction for head and body gradient coils. Magn Reson Med 2021; 86:2301-2315. [PMID: 34080744 DOI: 10.1002/mrm.28853] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 03/31/2021] [Accepted: 04/30/2021] [Indexed: 11/10/2022]
Abstract
PURPOSE To demonstrate and validate electric field (E-field) calculation and peripheral nerve stimulation (PNS) prediction methods that are accurate, computationally efficient, and that could be used to inform regulatory standards. METHODS We describe a simplified method for calculating the spatial distribution of induced E-field over the volume of a body model given a gradient coil vector potential field. The method is easily programmed without finite element or finite difference software, allowing for straightforward and computationally efficient E-field evaluation. Using these E-field calculations and a range of body models, population-weighted PNS thresholds are determined using established methods and compared against published experimental PNS data for two head gradient coils and one body gradient coil. RESULTS A head-gradient-appropriate chronaxie value of 669 µs was determined by meta-analysis. Prediction errors between our calculated PNS parameters and the corresponding experimentally measured values were ~5% for the body gradient and ~20% for the symmetric head gradient. Our calculated PNS parameters matched experimental measurements to within experimental uncertainty for 73% of ∆Gmin estimates and 80% of SRmin estimates. Computation time is seconds for initial E-field maps and milliseconds for E-field updates for different gradient designs, allowing for highly efficient iterative optimization of gradient designs and enabling new dimensions in PNS-optimal gradient design. CONCLUSIONS We have developed accurate and computationally efficient methods for prospectively determining PNS limits, with specific application to head gradient coils.
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Affiliation(s)
| | - Trevor Wade
- Imaging Research Laboratories, Robarts Research Institute, London, Ontario, Canada
| | - Andrew Alejski
- Imaging Research Laboratories, Robarts Research Institute, London, Ontario, Canada
| | - Charles A McKenzie
- Department of Medical Biophysics, Western University, London, Ontario, Canada
| | - Brian K Rutt
- Department of Radiology, Stanford University, Stanford, California, USA
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5
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Trelle AN, Carr VA, Wilson EN, Swarovski MS, Hunt MP, Toueg TN, Tran TT, Channappa D, Corso NK, Thieu MK, Jayakumar M, Nadiadwala A, Guo W, Tanner NJ, Bernstein JD, Litovsky CP, Guerin SA, Khazenzon AM, Harrison MB, Rutt BK, Deutsch GK, Chin FT, Davidzon GA, Hall JN, Sha SJ, Fredericks CA, Andreasson KI, Kerchner GA, Wagner AD, Mormino EC. Association of CSF Biomarkers With Hippocampal-Dependent Memory in Preclinical Alzheimer Disease. Neurology 2021; 96:e1470-e1481. [PMID: 33408146 DOI: 10.1212/wnl.0000000000011477] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 12/02/2020] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE To determine whether memory tasks with demonstrated sensitivity to hippocampal function can detect variance related to preclinical Alzheimer disease (AD) biomarkers, we examined associations between performance in 3 memory tasks and CSF β-amyloid (Aβ)42/Aβ40 and phosopho-tau181 (p-tau181) in cognitively unimpaired older adults (CU). METHODS CU enrolled in the Stanford Aging and Memory Study (n = 153; age 68.78 ± 5.81 years; 94 female) completed a lumbar puncture and memory assessments. CSF Aβ42, Aβ40, and p-tau181 were measured with the automated Lumipulse G system in a single-batch analysis. Episodic memory was assayed using a standardized delayed recall composite, paired associate (word-picture) cued recall, and a mnemonic discrimination task that involves discrimination between studied "target" objects, novel "foil" objects, and perceptually similar "lure" objects. Analyses examined cross-sectional relationships among memory performance, age, and CSF measures, controlling for sex and education. RESULTS Age and lower Aβ42/Aβ40 were independently associated with elevated p-tau181. Age, Aβ42/Aβ40, and p-tau181 were each associated with (1) poorer associative memory and (2) diminished improvement in mnemonic discrimination performance across levels of decreased task difficulty (i.e., target-lure similarity). P-tau mediated the effect of Aβ42/Aβ40 on memory. Relationships between CSF proteins and delayed recall were similar but nonsignificant. CSF Aβ42 was not significantly associated with p-tau181 or memory. CONCLUSIONS Tests designed to tax hippocampal function are sensitive to subtle individual differences in memory among CU and correlate with early AD-associated biomarker changes in CSF. These tests may offer utility for identifying CU with preclinical AD pathology.
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Affiliation(s)
- Alexandra N Trelle
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA.
| | - Valerie A Carr
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Edward N Wilson
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Michelle S Swarovski
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Madison P Hunt
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Tyler N Toueg
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Tammy T Tran
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Divya Channappa
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Nicole K Corso
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Monica K Thieu
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Manasi Jayakumar
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Ayesha Nadiadwala
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Wanjia Guo
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Natalie J Tanner
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Jeffrey D Bernstein
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Celia P Litovsky
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Scott A Guerin
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Anna M Khazenzon
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Marc B Harrison
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Brian K Rutt
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Gayle K Deutsch
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Frederick T Chin
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Guido A Davidzon
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Jacob N Hall
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Sharon J Sha
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Carolyn A Fredericks
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Katrin I Andreasson
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Geoffrey A Kerchner
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Anthony D Wagner
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
| | - Elizabeth C Mormino
- From the Department of Psychology (A.N.T., V.A.C., M.P.H., T.T.T., M.K.T., M.J., W.G., N.J.T., J.D.B., C.P.L., S.A.G., A.M.K., M.B.H., A.D.W.), Stanford University; and Department of Neurology and Neurological Sciences (E.N.W., M.S.S., T.N.T., D.C., N.K.C., A.N., G.K.D., J.N.H., S.J.S., C.A.F., K.I.A., G.A.K., E.C.M.) and Division of Nuclear Medicine & Molecular Imaging Division, Department of Radiology (B.K.R., F.T.C., G.A.D.), Stanford Medical School, CA
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Madsen SJ, DiGiacomo PS, Zeng Y, Goubran M, Chen Y, Rutt BK, Born D, Vogel H, Sinclair R, Zeineh MM. Correlative Microscopy to Localize and Characterize Iron Deposition in Alzheimer's Disease. J Alzheimers Dis Rep 2020; 4:525-536. [PMID: 33532700 PMCID: PMC7835989 DOI: 10.3233/adr-200234] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Background: Recent evidence suggests that the accumulation of iron, specifically ferrous Fe2+, may play a role in the development and progression of neurodegeneration in Alzheimer’s disease (AD) through the production of oxidative stress. Objective: To localize and characterize iron deposition and oxidation state in AD, we analyzed human hippocampal autopsy samples from four subjects with advanced AD that have been previously characterized with correlative MRI-histology. Methods: We perform scanning electron microscopy (SEM), energy dispersive spectroscopy (EDS), and electron energy loss spectroscopy (EELS) in the higher resolution transmission electron microscope on the surface and cross-sections of specific iron-rich regions of interest. Results: Specific previously analyzed regions were visualized using SEM and confirmed to be iron-rich deposits using EDS. Subsequent analysis using focused ion beam cross-sectioning and SEM characterized the iron deposition throughout the 3-D volumes, confirming the presence of iron throughout the deposits, and in two out of four specimens demonstrating colocalization with zinc. Analysis of traditional histology slides showed the analyzed deposits overlapped both with amyloid and tau deposition. Following higher resolution analysis of a single iron deposit using scanning transmission electron microscope (STEM), we demonstrated the potential of monochromated STEM-EELS to discern the relative oxidation state of iron within a deposit. Conclusion: These findings suggest that iron is present in the AD hippocampus and can be visualized and characterized using combined MRI and EM techniques. An altered relative oxidation state may suggest a direct link between iron and oxidative stress in AD. These methods thus could potentially measure an altered relative oxidation state that could suggest a direct link between iron and oxidative stress in AD. Furthermore, we have demonstrated the ability to analyze metal deposition alongside commonly used histological markers of AD pathology, paving the way for future insights into the molecular interactions between Aβ, tau, iron, and other putative metals, such as zinc.
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Affiliation(s)
- Steven J Madsen
- Department of Materials Science and Engineering, Stanford University, Stanford, CA, USA
| | | | - Yitian Zeng
- Department of Materials Science and Engineering, Stanford University, Stanford, CA, USA
| | - Maged Goubran
- Department of Radiology, Stanford University, Stanford, CA, USA
| | - Yuanxin Chen
- Imaging Research Laboratories, Robarts Research Institute, Western University, London, Ontario, Canada
| | - Brian K Rutt
- Department of Radiology, Stanford University, Stanford, CA, USA
| | - Donald Born
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Hannes Vogel
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Robert Sinclair
- Department of Materials Science and Engineering, Stanford University, Stanford, CA, USA
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Majdi MS, Keerthivasan MB, Rutt BK, Zahr NM, Rodriguez JJ, Saranathan M. Automated thalamic nuclei segmentation using multi-planar cascaded convolutional neural networks. Magn Reson Imaging 2020; 73:45-54. [PMID: 32828985 DOI: 10.1016/j.mri.2020.08.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 07/25/2020] [Accepted: 08/17/2020] [Indexed: 12/15/2022]
Abstract
PURPOSE To develop a fast and accurate convolutional neural network based method for segmentation of thalamic nuclei. METHODS A cascaded multi-planar scheme with a modified residual U-Net architecture was used to segment thalamic nuclei on conventional and white-matter-nulled (WMn) magnetization prepared rapid gradient echo (MPRAGE) data. A single network was optimized to work with images from healthy controls and patients with multiple sclerosis (MS) and essential tremor (ET), acquired at both 3 T and 7 T field strengths. WMn-MPRAGE images were manually delineated by a trained neuroradiologist using the Morel histological atlas as a guide to generate reference ground truth labels. Dice similarity coefficient and volume similarity index (VSI) were used to evaluate performance. Clinical utility was demonstrated by applying this method to study the effect of MS on thalamic nuclei atrophy. RESULTS Segmentation of each thalamus into twelve nuclei was achieved in under a minute. For 7 T WMn-MPRAGE, the proposed method outperforms current state-of-the-art on patients with ET with statistically significant improvements in Dice for five nuclei (increase in the range of 0.05-0.18) and VSI for four nuclei (increase in the range of 0.05-0.19), while performing comparably for healthy and MS subjects. Dice and VSI achieved using 7 T WMn-MPRAGE data are comparable to those using 3 T WMn-MPRAGE data. For conventional MPRAGE, the proposed method shows a statistically significant Dice improvement in the range of 0.14-0.63 over FreeSurfer for all nuclei and disease types. Effect of noise on network performance shows robustness to images with SNR as low as half the baseline SNR. Atrophy of four thalamic nuclei and whole thalamus was observed for MS patients compared to healthy control subjects, after controlling for the effect of parallel imaging, intracranial volume, gender, and age (p < 0.004). CONCLUSION The proposed segmentation method is fast, accurate, performs well across disease types and field strengths, and shows great potential for improving our understanding of thalamic nuclei involvement in neurological diseases.
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Affiliation(s)
- Mohammad S Majdi
- Department of Electrical and Computer Engineering, University of Arizona, Tucson, AZ, United States of America
| | - Mahesh B Keerthivasan
- Department of Medical Imaging, University of Arizona, Tucson, AZ, United States of America; Siemens Healthcare, Tucson, AZ, USA
| | - Brian K Rutt
- Department of Radiology, Stanford University, Stanford, CA, United States of America
| | - Natalie M Zahr
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, United States of America
| | - Jeffrey J Rodriguez
- Department of Electrical and Computer Engineering, University of Arizona, Tucson, AZ, United States of America
| | - Manojkumar Saranathan
- Department of Electrical and Computer Engineering, University of Arizona, Tucson, AZ, United States of America; Department of Medical Imaging, University of Arizona, Tucson, AZ, United States of America.
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Su JH, Choi EY, Tourdias T, Saranathan M, Halpern CH, Henderson JM, Pauly KB, Ghanouni P, Rutt BK. Improved Vim targeting for focused ultrasound ablation treatment of essential tremor: A probabilistic and patient-specific approach. Hum Brain Mapp 2020; 41:4769-4788. [PMID: 32762005 PMCID: PMC7643361 DOI: 10.1002/hbm.25157] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 06/12/2020] [Accepted: 07/10/2020] [Indexed: 12/14/2022] Open
Abstract
Magnetic resonance-guided focused ultrasound (MRgFUS) ablation of the ventral intermediate (Vim) thalamic nucleus is an incisionless treatment for essential tremor (ET). The standard initial targeting method uses an approximate, atlas-based stereotactic approach. We developed a new patient-specific targeting method to identify an individual's Vim and the optimal MRgFUS target region therein for suppression of tremor. In this retrospective study of 14 ET patients treated with MRgFUS, we investigated the ability of WMnMPRAGE, a highly sensitive and robust sequence for imaging gray matter-white matter contrast, to identify the Vim, FUS ablation, and a clinically efficacious region within the Vim in individual patients. We found that WMnMPRAGE can directly visualize the Vim in ET patients, segmenting this nucleus using manual or automated segmentation capabilities developed by our group. WMnMPRAGE also delineated the ablation's core and penumbra, and showed that all patients' ablation cores lay primarily within their Vim segmentations. We found no significant correlations between standard ablation features (e.g., ablation volume, Vim-ablation overlap) and 1-month post-treatment clinical outcome. We then defined a group-based probabilistic target, which was nonlinearly warped to individual brains; this target was located within the Vim for all patients. The overlaps between this target and patient ablation cores correlated significantly with 1-month clinical outcome (r = -.57, p = .03), in contrast to the standard target (r = -.23, p = .44). We conclude that WMnMPRAGE is a highly sensitive sequence for segmenting Vim and ablation boundaries in individual patients, allowing us to find a novel tremor-associated center within Vim and potentially improving MRgFUS treatment for ET.
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Affiliation(s)
- Jason H Su
- Department of Radiology, Stanford University, Stanford, California, USA.,Department of Electrical Engineering, Stanford University, Stanford, California, USA
| | - Eun Young Choi
- Department of Neurosurgery, Stanford University, Stanford, California, USA
| | - Thomas Tourdias
- Department of Neuroradiology, Bordeaux University Hospital, Bordeaux, France.,INSERM U1215, Neurocentre Magendie, University of Bordeaux, Bordeaux, France
| | | | - Casey H Halpern
- Department of Neurosurgery, Stanford University, Stanford, California, USA
| | - Jaimie M Henderson
- Department of Neurosurgery, Stanford University, Stanford, California, USA
| | - Kim Butts Pauly
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Pejman Ghanouni
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Brian K Rutt
- Department of Radiology, Stanford University, Stanford, California, USA
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Trelle AN, Carr VA, Guerin SA, Thieu MK, Jayakumar M, Guo W, Nadiadwala A, Corso NK, Hunt MP, Litovsky CP, Tanner NJ, Deutsch GK, Bernstein JD, Harrison MB, Khazenzon AM, Jiang J, Sha SJ, Fredericks CA, Rutt BK, Mormino EC, Kerchner GA, Wagner AD. Hippocampal and cortical mechanisms at retrieval explain variability in episodic remembering in older adults. eLife 2020; 9:55335. [PMID: 32469308 PMCID: PMC7259949 DOI: 10.7554/elife.55335] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 05/05/2020] [Indexed: 12/20/2022] Open
Abstract
Age-related episodic memory decline is characterized by striking heterogeneity across individuals. Hippocampal pattern completion is a fundamental process supporting episodic memory. Yet, the degree to which this mechanism is impaired with age, and contributes to variability in episodic memory, remains unclear. We combine univariate and multivariate analyses of fMRI data from a large cohort of cognitively normal older adults (N=100) to measure hippocampal activity and cortical reinstatement during retrieval of trial-unique associations. Trial-wise analyses revealed that (a) hippocampal activity scaled with reinstatement strength, (b) cortical reinstatement partially mediated the relationship between hippocampal activity and associative retrieval, (c) older age weakened cortical reinstatement and its relationship to memory behaviour. Moreover, individual differences in the strength of hippocampal activity and cortical reinstatement explained unique variance in performance across multiple assays of episodic memory. These results indicate that fMRI indices of hippocampal pattern completion explain within- and across-individual memory variability in older adults.
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Affiliation(s)
| | - Valerie A Carr
- Department of Psychology, Stanford University, Stanford, United States
| | - Scott A Guerin
- Department of Psychology, Stanford University, Stanford, United States
| | - Monica K Thieu
- Department of Psychology, Stanford University, Stanford, United States
| | - Manasi Jayakumar
- Department of Psychology, Stanford University, Stanford, United States
| | - Wanjia Guo
- Department of Psychology, Stanford University, Stanford, United States
| | - Ayesha Nadiadwala
- Department of Psychology, Stanford University, Stanford, United States
| | - Nicole K Corso
- Department of Psychology, Stanford University, Stanford, United States
| | - Madison P Hunt
- Department of Psychology, Stanford University, Stanford, United States
| | - Celia P Litovsky
- Department of Psychology, Stanford University, Stanford, United States
| | - Natalie J Tanner
- Department of Psychology, Stanford University, Stanford, United States
| | - Gayle K Deutsch
- Department of Neurology & Neurological Sciences, Stanford University, Stanford, United States
| | | | - Marc B Harrison
- Department of Psychology, Stanford University, Stanford, United States
| | - Anna M Khazenzon
- Department of Psychology, Stanford University, Stanford, United States
| | - Jiefeng Jiang
- Department of Psychology, Stanford University, Stanford, United States
| | - Sharon J Sha
- Department of Neurology & Neurological Sciences, Stanford University, Stanford, United States
| | - Carolyn A Fredericks
- Department of Neurology & Neurological Sciences, Stanford University, Stanford, United States
| | - Brian K Rutt
- Department of Radiology & Radiological Sciences, Stanford University, Stanford, United States
| | - Elizabeth C Mormino
- Department of Neurology & Neurological Sciences, Stanford University, Stanford, United States
| | - Geoffrey A Kerchner
- Department of Neurology & Neurological Sciences, Stanford University, Stanford, United States
| | - Anthony D Wagner
- Department of Psychology, Stanford University, Stanford, United States
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Bian W, Kerr AB, Tranvinh E, Parivash S, Zahneisen B, Han MH, Lock CB, Goubran M, Zhu K, Rutt BK, Zeineh MM. MR susceptibility contrast imaging using a 2D simultaneous multi-slice gradient-echo sequence at 7T. PLoS One 2019; 14:e0219705. [PMID: 31314813 PMCID: PMC6636815 DOI: 10.1371/journal.pone.0219705] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 06/29/2019] [Indexed: 12/15/2022] Open
Abstract
Purpose To develop a 7T simultaneous multi-slice (SMS) 2D gradient-echo sequence for susceptibility contrast imaging, and to compare its quality to 3D imaging. Methods A frequency modulated and phase cycled RF pulse was designed to simultaneously excite multiple slices in multi-echo 2D gradient-echo imaging. The imaging parameters were chosen to generate images with susceptibility contrast, including T2*-weighted magnitude/phase images, susceptibility-weighted images and quantitative susceptibility/R2* maps. To compare their image quality with 3D gradient-echo imaging, both 2D and 3D imaging were performed on 11 healthy volunteers and 4 patients with multiple sclerosis (MS). The signal to noise ratio (SNR) in gray and white matter and their contrast to noise ratio (CNR) was simulated for the 2D and 3D magnitude images using parameters from the imaging. The experimental SNRs and CNRs were measured in gray/white matter and deep gray matter structures on magnitude, phase, R2* and QSM images from volunteers and the visibility of MS lesions on these images from patients was visually rated. All SNRs and CNRs were compared between the 2D and 3D imaging using a paired t-test. Results Although the 3D magnitude images still had significantly higher SNRs (by 13.0~17.6%), the 2D magnitude and QSM images generated significantly higher gray/white matter or globus pallidus/putamen contrast (by 13.3~87.5%) and significantly higher MS lesion contrast (by 5.9~17.3%). Conclusion 2D SMS gradient-echo imaging can serve as an alternative to often used 3D imaging to obtain susceptibility-contrast-weighted images, with an advantage of providing better image contrast and MS lesion sensitivity.
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Affiliation(s)
- Wei Bian
- Department of Biomedical Engineering, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Adam B. Kerr
- Department of Electrical Engineering, Stanford University, Palo Alto, CA, United States of America
| | - Eric Tranvinh
- Department of Radiology, Stanford University, Palo Alto, CA, United States of America
| | - Sherveen Parivash
- Department of Radiology, Stanford University, Palo Alto, CA, United States of America
| | - Benjamin Zahneisen
- Department of Radiology, Stanford University, Palo Alto, CA, United States of America
| | - May H. Han
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Palo Alto, CA, United States of America
| | - Christopher B. Lock
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Palo Alto, CA, United States of America
| | - Maged Goubran
- Department of Radiology, Stanford University, Palo Alto, CA, United States of America
| | - Kongrong Zhu
- Department of Electrical Engineering, Stanford University, Palo Alto, CA, United States of America
| | - Brian K. Rutt
- Department of Radiology, Stanford University, Palo Alto, CA, United States of America
| | - Michael M. Zeineh
- Department of Radiology, Stanford University, Palo Alto, CA, United States of America
- * E-mail:
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La C, Linortner P, Bernstein JD, Ua Cruadhlaoich MAI, Fenesy M, Deutsch GK, Rutt BK, Tian L, Wagner AD, Zeineh M, Kerchner GA, Poston KL. Hippocampal CA1 subfield predicts episodic memory impairment in Parkinson's disease. Neuroimage Clin 2019; 23:101824. [PMID: 31054380 PMCID: PMC6500913 DOI: 10.1016/j.nicl.2019.101824] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 03/15/2019] [Accepted: 04/09/2019] [Indexed: 01/22/2023]
Abstract
OBJECTIVE Parkinson's disease (PD) episodic memory impairments are common; however, it is not known whether these impairments are due to hippocampal pathology. Hippocampal Lewy-bodies emerge by Braak stage 4, but are not uniformly distributed. For instance, hippocampal CA1 Lewy-body pathology has been specifically associated with pre-mortem episodic memory performance in demented patients. By contrast, the dentate gyrus (DG) is relatively free of Lewy-body pathology. In this study, we used ultra-high field 7-Tesla to measure hippocampal subfields in vivo and determine if these measures predict episodic memory impairment in PD during life. METHODS We studied 29 participants with PD (age 65.5 ± 7.8 years; disease duration 4.5 ± 3.0 years) and 8 matched-healthy controls (age 67.9 ± 6.8 years), who completed comprehensive neuropsychological testing and MRI. With 7-Tesla MRI, we used validated segmentation techniques to estimate CA1 stratum pyramidale (CA1-SP) and stratum radiatum lacunosum moleculare (CA1-SRLM) thickness, dentate gyrus/CA3 (DG/CA3) area, and whole hippocampus area. We used linear regression, which included imaging and clinical measures (age, duration, education, gender, and CSF), to determine the best predictors of episodic memory impairment in PD. RESULTS In our cohort, 62.1% of participants with PD had normal cognition, 27.6% had mild cognitive impairment, and 10.3% had dementia. Using 7-Tesla MRI, we found that smaller CA1-SP thickness was significantly associated with poorer immediate memory, delayed memory, and delayed cued memory; by contrast, whole hippocampus area, DG/CA3 area, and CA1-SRLM thickness did not significantly predict memory. Age-adjusted linear regression models revealed that CA1-SP predicted immediate memory (beta[standard error]10.895[4.215], p < .05), delayed memory (12.740[5.014], p < .05), and delayed cued memory (12.801[3.991], p < .05). In the fully-adjusted models, which included all five clinical measures as covariates, only CA1-SP remained a significant predictor of delayed cued memory (13.436[4.651], p < .05). CONCLUSIONS In PD, we found hippocampal CA1-SP subfield thickness estimated on 7-Tesla MRI scans was the best predictor of episodic memory impairment, even when controlling for confounding clinical measures. Our results imply that ultra-high field imaging could be a sensitive measure to identify changes in hippocampal subfields and thus probe the neuroanatomical underpinnings of episodic memory impairments in patients with PD.
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Affiliation(s)
- Christian La
- Department of Neurology and Neurological Sciences, Stanford University, 300 Pasteur Dr. Room H3144, MC 5235, Stanford, CA 94305, United States of America
| | - Patricia Linortner
- Department of Neurology and Neurological Sciences, Stanford University, 300 Pasteur Dr. Room H3144, MC 5235, Stanford, CA 94305, United States of America
| | - Jeffrey D Bernstein
- Department of Neurology and Neurological Sciences, Stanford University, 300 Pasteur Dr. Room H3144, MC 5235, Stanford, CA 94305, United States of America
| | - Matthew A I Ua Cruadhlaoich
- Department of Neurology and Neurological Sciences, Stanford University, 300 Pasteur Dr. Room H3144, MC 5235, Stanford, CA 94305, United States of America
| | - Michelle Fenesy
- Department of Neurology and Neurological Sciences, Stanford University, 300 Pasteur Dr. Room H3144, MC 5235, Stanford, CA 94305, United States of America
| | - Gayle K Deutsch
- Department of Neurology and Neurological Sciences, Stanford University, 300 Pasteur Dr. Room H3144, MC 5235, Stanford, CA 94305, United States of America
| | - Brian K Rutt
- Department of Radiology, Stanford University, 1201 Welch Road. Room PS-064, MC 5488, Stanford, CA 94305, United States of America
| | - Lu Tian
- Department of Biomedical Data Science, Stanford University, 150 Governor's Lane. Room T160C, MC 5464, Stanford, CA 94305, United States of America
| | - Anthony D Wagner
- Department of Psychology, Stanford University, Jordan Hall. Bldg 420, MC 2130, Stanford, CA 94305, United States of America
| | - Michael Zeineh
- Department of Radiology, Stanford University, 1201 Welch Road. Room PS-064, MC 5488, Stanford, CA 94305, United States of America
| | - Geoffrey A Kerchner
- Department of Neurology and Neurological Sciences, Stanford University, 300 Pasteur Dr. Room H3144, MC 5235, Stanford, CA 94305, United States of America
| | - Kathleen L Poston
- Department of Neurology and Neurological Sciences, Stanford University, 300 Pasteur Dr. Room H3144, MC 5235, Stanford, CA 94305, United States of America; Department of Neurosurgery, Stanford University, 300 Pasteur Dr. Room H3144, MC 5235, Stanford, CA 94305, United States of America.
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12
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Su JH, Thomas FT, Kasoff WS, Tourdias T, Choi EY, Rutt BK, Saranathan M. Thalamus Optimized Multi Atlas Segmentation (THOMAS): fast, fully automated segmentation of thalamic nuclei from structural MRI. Neuroimage 2019; 194:272-282. [PMID: 30894331 DOI: 10.1016/j.neuroimage.2019.03.021] [Citation(s) in RCA: 95] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Revised: 02/10/2019] [Accepted: 03/10/2019] [Indexed: 12/21/2022] Open
Abstract
The thalamus and its nuclei are largely indistinguishable on standard T1 or T2 weighted MRI. While diffusion tensor imaging based methods have been proposed to segment the thalamic nuclei based on the angular orientation of the principal diffusion tensor, these are based on echo planar imaging which is inherently limited in spatial resolution and suffers from distortion. We present a multi-atlas segmentation technique based on white-matter-nulled MP-RAGE imaging that segments the thalamus into 12 nuclei with computation times on the order of 10 min on a desktop PC; we call this method THOMAS (THalamus Optimized Multi Atlas Segmentation). THOMAS was rigorously evaluated on 7T MRI data acquired from healthy volunteers and patients with multiple sclerosis by comparing against manual segmentations delineated by a neuroradiologist, guided by the Morel atlas. Segmentation accuracy was very high, with uniformly high Dice indices: at least 0.85 for large nuclei like the pulvinar and mediodorsal nuclei and at least 0.7 even for small structures such as the habenular, centromedian, and lateral and medial geniculate nuclei. Volume similarity indices ranged from 0.82 for the smaller nuclei to 0.97 for the larger nuclei. Volumetry revealed that the volumes of the right anteroventral, right ventral posterior lateral, and both right and left pulvinar nuclei were significantly lower in MS patients compared to controls, after adjusting for age, sex and intracranial volume. Lastly, we evaluated the potential of this method for targeting the Vim nucleus for deep brain surgery and focused ultrasound thalamotomy by overlaying the Vim nucleus segmented from pre-operative data on post-operative data. The locations of the ablated region and active DBS contact corresponded well with the segmented Vim nucleus. Our fast, direct structural MRI based segmentation method opens the door for MRI guided intra-operative procedures like thalamotomy and asleep DBS electrode placement as well as for accurate quantification of thalamic nuclear volumes to follow progression of neurological disorders.
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Affiliation(s)
- Jason H Su
- Electrical Engineering, Stanford University, Stanford, CA, USA
| | - Francis T Thomas
- Electrical & Computer Engineering, University of Arizona, Tucson, AZ, USA
| | - Willard S Kasoff
- Division of Neurosurgery, University of Arizona, Tucson, AZ, USA
| | - Thomas Tourdias
- Service de Neuroimagerie Diagnostique et Thérapeutique, Université de Bordeaux, Bordeaux, France
| | | | - Brian K Rutt
- Radiology, Stanford University, Stanford, CA, USA
| | - Manojkumar Saranathan
- Electrical & Computer Engineering, University of Arizona, Tucson, AZ, USA; Medical Imaging, University of Arizona, Tucson, AZ, USA.
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13
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Chen Y, Wang T, Rogers KA, Rutt BK, Ronald JA. Close Association of Myeloperoxidase-Producing Activated Microglia with Amyloid Plaques in Hypercholesterolemic Rabbits. J Alzheimers Dis 2019; 67:1221-1234. [DOI: 10.3233/jad-180714] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Yuanxin Chen
- Robarts Research Institute, Western University, London, Canada
| | - Tianduo Wang
- Robarts Research Institute, Western University, London, Canada
| | - Kem A. Rogers
- Department of Anatomy and Cell Biology, Western University, London, Canada
| | - Brian K. Rutt
- Department of Radiology, Stanford University, Stanford, CA, USA
| | - John A. Ronald
- Robarts Research Institute, Western University, London, Canada
- Department of Medical Biophysics, Western University, London, Canada
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14
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Planche V, Su JH, Mournet S, Saranathan M, Dousset V, Han M, Rutt BK, Tourdias T. White-matter-nulled MPRAGE at 7T reveals thalamic lesions and atrophy of specific thalamic nuclei in multiple sclerosis. Mult Scler 2019; 26:987-992. [PMID: 30730233 DOI: 10.1177/1352458519828297] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Investigating the degeneration of specific thalamic nuclei in multiple sclerosis (MS) remains challenging. METHODS White-matter-nulled (WMn) MPRAGE, MP-FLAIR, and standard T1-weighted magnetic resonance imaging (MRI) were performed on MS patients (n = 15) and matched controls (n = 12). Thalamic lesions were counted in individual sequences and lesion contrast-to-noise ratio (CNR) was measured. Volumes of 12 thalamic nuclei were measured using an automatic segmentation pipeline specifically developed for WMn-MPRAGE. RESULTS WMn-MPRAGE showed more thalamic MS lesions (n = 35 in 9 out of 15 patients) than MP-FLAIR (n = 25) and standard T1 (n = 23), which was associated with significant improvement of CNR (p < 0.0001). MS patients had whole thalamus atrophy (p = 0.003) with lower volumes found for the anteroventral (p < 0.001), the pulvinar (p < 0.0001), and the habenular (p = 0.004) nuclei. CONCLUSION WMn-MPRAGE and automatic thalamic segmentation can highlight thalamic MS lesions and measure patterns of focal thalamic atrophy.
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Affiliation(s)
- Vincent Planche
- Institut des Maladies Neurodégénératives, CNRS UMR 5293, Bordeaux, France; University of Bordeaux, Bordeaux, France; CHU de Bordeaux, Bordeaux, France
| | - Jason H Su
- Department of Electrical Engineering, Stanford University, Stanford, CA, USA
| | | | | | - Vincent Dousset
- University of Bordeaux, Bordeaux, France; CHU de Bordeaux, Bordeaux, France; INSERM U1215, Neurocentre Magendie, Bordeaux, France
| | - May Han
- Department of Neurology, School of Medicine, Stanford University, Palo Alto, CA, USA
| | - Brian K Rutt
- Department of Radiology, Stanford University, Stanford, CA, USA
| | - Thomas Tourdias
- University of Bordeaux, Bordeaux, France; CHU de Bordeaux, Bordeaux, France; INSERM U1215, Neurocentre Magendie, Bordeaux, France
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15
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Brewer KD, Spitler R, Lee KR, Chan AC, Barrozo JC, Wakeel A, Foote CS, Machtaler S, Rioux J, Willmann JK, Chakraborty P, Rice BW, Contag CH, Bell CB, Rutt BK. Characterization of Magneto-Endosymbionts as MRI Cell Labeling and Tracking Agents. Mol Imaging Biol 2018; 20:65-73. [PMID: 28616842 DOI: 10.1007/s11307-017-1093-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
PURPOSE Magneto-endosymbionts (MEs) show promise as living magnetic resonance imaging (MRI) contrast agents for in vivo cell tracking. Here we characterize the biomedical imaging properties of ME contrast agents, in vitro and in vivo. PROCEDURES By adapting and engineering magnetotactic bacteria to the intracellular niche, we are creating magneto-endosymbionts (MEs) that offer advantages relative to passive iron-based contrast agents (superparamagnetic iron oxides, SPIOs) for cell tracking. This work presents a biomedical imaging characterization of MEs including: MRI transverse relaxivity (r 2) for MEs and ME-labeled cells (compared to a commercially available iron oxide nanoparticle); microscopic validation of labeling efficiency and subcellular locations; and in vivo imaging of a MDA-MB-231BR (231BR) human breast cancer cells in a mouse brain. RESULTS At 7T, r 2 relaxivity of bare MEs was higher (250 s-1 mM-1) than that of conventional SPIO (178 s-1 mM-1). Optimized in vitro loading of MEs into 231BR cells yielded 1-4 pg iron/cell (compared to 5-10 pg iron/cell for conventional SPIO). r 2 relaxivity dropped by a factor of ~3 upon loading into cells, and was on the same order of magnitude for ME-loaded cells compared to SPIO-loaded cells. In vivo, ME-labeled cells exhibited strong MR contrast, allowing as few as 100 cells to be detected in mice using an optimized 3D SPGR gradient-echo sequence. CONCLUSIONS Our results demonstrate the potential of magneto-endosymbionts as living MR contrast agents. They have r 2 relaxivity values comparable to traditional iron oxide nanoparticle contrast agents, and provide strong MR contrast when loaded into cells and implanted in tissue.
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Affiliation(s)
- Kimberly D Brewer
- Biomedical Translational Imaging Centre (BIOTIC), Halifax, Nova Scotia, Canada.,Radiology Department and Molecular Imaging Program (MIPS), Stanford University, Stanford, CA, USA
| | - Ryan Spitler
- Radiology Department and Molecular Imaging Program (MIPS), Stanford University, Stanford, CA, USA
| | | | | | | | | | | | - Steven Machtaler
- Radiology Department and Molecular Imaging Program (MIPS), Stanford University, Stanford, CA, USA
| | - James Rioux
- Biomedical Translational Imaging Centre (BIOTIC), Halifax, Nova Scotia, Canada.,Radiology Department and Molecular Imaging Program (MIPS), Stanford University, Stanford, CA, USA
| | - Juergen K Willmann
- Radiology Department and Molecular Imaging Program (MIPS), Stanford University, Stanford, CA, USA
| | | | | | - Christopher H Contag
- Radiology Department and Molecular Imaging Program (MIPS), Stanford University, Stanford, CA, USA
| | | | - Brian K Rutt
- Radiology Department and Molecular Imaging Program (MIPS), Stanford University, Stanford, CA, USA. .,Richard M. Lucas Center for Imaging, Stanford University School of Medicine, The Lucas Expansion, Room PS-064, 1201 Welch Road, Stanford, CA, 94305-5488, USA.
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16
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Chen Y, Lim P, Rogers KA, Rutt BK, Ronald JA. In Vivo MRI of Amyloid Plaques in a Cholesterol-Fed Rabbit Model of Alzheimer’s Disease. J Alzheimers Dis 2018; 64:911-923. [DOI: 10.3233/jad-180207] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Yuanxin Chen
- Robarts Research Institute, Western University, London, ON, Canada
| | - Patrick Lim
- Robarts Research Institute, Western University, London, ON, Canada
| | - Kem A. Rogers
- Department of Anatomy and Cell Biology, Western University, London, ON, Canada
| | - Brian K. Rutt
- Department of Radiology, Stanford University, Stanford, CA, USA
| | - John A. Ronald
- Robarts Research Institute, Western University, London, ON, Canada
- Department of Medical Biophysics, Western University, London, ON, Canada
- Lawson Health Research Institute, London, ON, Canada
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17
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Kitzler HH, Wahl H, Eisele JC, Kuhn M, Schmitz-Peiffer H, Kern S, Rutt BK, Deoni SCL, Ziemssen T, Linn J. Multi-component relaxation in clinically isolated syndrome: Lesion myelination may predict multiple sclerosis conversion. Neuroimage Clin 2018; 20:61-70. [PMID: 30094157 PMCID: PMC6070690 DOI: 10.1016/j.nicl.2018.05.034] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Revised: 05/01/2018] [Accepted: 05/27/2018] [Indexed: 12/12/2022]
Abstract
We performed a longitudinal case-control study on patients with clinically isolated syndrome (CIS) with the aid of quantitative whole-brain myelin imaging. The aim was (1) to parse early myelin decay and to break down its distribution pattern, and (2) to identify an imaging biomarker of the conversion into clinically definite Multiple Sclerosis (MS) based on in vivo measurable changes of myelination. Imaging and clinical data were collected immediately after the onset of first neurological symptoms and follow-up explorations were performed after 3, 6, and, 12 months. The multi-component Driven Equilibrium Single Pulse Observation of T1/T2 (mcDESPOT) was applied to obtain the volume fraction of myelin water (MWF) in different white matter (WM) regions at every time-point. This measure was subjected to further voxel-based analysis with the aid of a comparison of the normal distribution of myelination measures with an age and sex matched healthy control group. Both global and focal relative myelination content measures were retrieved. We found that (1) CIS patients at the first clinical episode suggestive of MS can be discriminated from healthy control WM conditions (p < 0.001) and therewith reproduced our earlier findings in late CIS, (2) that deficient myelination in the CIS group increased in T2 lesion depending on the presence of gadolinium enhancement (p < 0.05), and (3) that independently the CIS T2 lesion relative myelin content provided a risk estimate of the conversion to clinically definite MS (Odds Ratio 2.52). We initially hypothesized that normal appearing WM myelin loss may determine the severity of early disease and the subsequent risk of clinically definite MS development. However, in contrast we found that WM lesion myelin loss was pivotal for MS conversion. Regional myelination measures may thus play an important role in future clinical risk stratification. The multicomponent relaxation method mcDESPOT allowed 3D resolved data acquisition appropriate for group comparison and voxel-wise analysis. Myelin imaging in early clinically isolated syndrome revealed initial imaging widespread myelin loss even in normal appearing brain tissue. In clinically isolated syndrome the myelin measures varied depending on the presence of Gadolinium enhancement. Short-term risk of clinically isolated syndrome to convert to multiple sclerosis was determined by myelin measures within white matter lesions.
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Key Words
- Clinically isolated syndrome
- DAWM, diffusely abnormal white matter
- DVF, deficient volume fraction of myelin water
- EDSS, extended disability status scale
- FLASH, fast low-angle shot
- MCRI, multicomponent relaxation imaging
- MRI
- MSFC, multiple sclerosis functional composite
- MWF, myelin water fraction
- Multicomponent relaxation
- Multiple sclerosis
- Myelin imaging
- NAWM, normal appearing white matter
- mcDESPOT
- mcDESPOT, multi-component Driven Equilibrium Single Pulse Observation of T1/T2
- trueFISP, true fast imaging with steady state precession
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Affiliation(s)
- Hagen H Kitzler
- Dept. of Neuroradiology, Technische Universität Dresden, Dresden, Germany.
| | - Hannes Wahl
- Dept. of Neuroradiology, Technische Universität Dresden, Dresden, Germany
| | - Judith C Eisele
- Dept. of Neurology, Technische Universität Dresden, Dresden, Germany
| | - Matthias Kuhn
- Institute of Medical Informatics and Biometry, Technische Universität Dresden, Dresden, Germany
| | | | - Simone Kern
- Dept. of Neurology, Technische Universität Dresden, Dresden, Germany
| | - Brian K Rutt
- Richard M. Lucas Center for Imaging, School of Medicine, Department of Radiology, Stanford University, Stanford, CA, USA
| | - Sean C L Deoni
- Memorial Hospital of Rhode Island, Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Tjalf Ziemssen
- Dept. of Neurology, Technische Universität Dresden, Dresden, Germany
| | - Jennifer Linn
- Dept. of Neuroradiology, Technische Universität Dresden, Dresden, Germany
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18
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Winkler SA, Schmitt F, Landes H, de Bever J, Wade T, Alejski A, Rutt BK. Gradient and shim technologies for ultra high field MRI. Neuroimage 2018; 168:59-70. [PMID: 27915120 PMCID: PMC5591082 DOI: 10.1016/j.neuroimage.2016.11.033] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2016] [Revised: 10/06/2016] [Accepted: 11/12/2016] [Indexed: 02/08/2023] Open
Abstract
Ultra High Field (UHF) MRI requires improved gradient and shim performance to fully realize the promised gains (SNR as well as spatial, spectral, diffusion resolution) that higher main magnetic fields offer. Both the more challenging UHF environment by itself, as well as the higher currents used in high performance coils, require a deeper understanding combined with sophisticated engineering modeling and construction, to optimize gradient and shim hardware for safe operation and for highest image quality. This review summarizes the basics of gradient and shim technologies, and outlines a number of UHF-related challenges and solutions. In particular, Lorentz forces, vibroacoustics, eddy currents, and peripheral nerve stimulation are discussed. Several promising UHF-relevant gradient concepts are described, including insertable gradient coils aimed at higher performance neuroimaging.
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Affiliation(s)
| | | | | | | | - Trevor Wade
- Imaging Research Laboratories, Robarts Research Institute, Canada
| | - Andrew Alejski
- Imaging Research Laboratories, Robarts Research Institute, Canada
| | - Brian K Rutt
- Department of Radiology, Stanford University, USA
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19
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Winkler SA, Warr PA, Stockmann JP, Mareyam A, Keil B, Watkins RD, Wald LL, Rutt BK. Comparision of new element designs for combined RF-Shim arrays at 7 T. Concepts Magn Reson Part B Magn Reson Eng 2018; 48B:e21364. [PMID: 30613196 PMCID: PMC6317377 DOI: 10.1002/cmr.b.21364] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Accepted: 05/10/2018] [Indexed: 06/09/2023]
Abstract
PURPOSE To identify novel concepts for RF-shim loop architectures suitable for 7T made of two concentric conducting loops fulfilling RF and DC functions, respectively, and to determine their relative SNR performance. The goal is to minimize interference between the two systems while making efficient use of the space closest to the body. THEORY We show by means of theoretical derivation of the frequency spectrum that the proposed two-loop structure exhibits an anti-resonant null and a resonant peak in the frequency domain. METHODS The proposed structure is comprised of two concentric wire loops either arranged as nested loops or in the form of a coaxial cable, in which the two conductors carry the RF and shim signals, respectively. We use theory, simulation, and phantom measurements to obtain frequency spectra and SNR maps for the proposed structures. RESULTS Retained SNR is found to be 75% in the coaxial loop and ranges from 57% to 67% in three different coaxial configurations. We have found both implementations to be a viable concept for the use in RF-shim devices if remaining SNR limitations can be overcome. CONCLUSIONS We have investigated two new design modalities in 7T RF-shim coil design that separate the RF and shim conductors such that the previously proposed toroidal chokes are eliminated - thereby removing undesired additional loss, bulk, and design complexity.
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Affiliation(s)
- Simone A. Winkler
- Department of Radiology, Stanford University, Stanford, California, USA., Grant sponsor: NIH K99 EB24341., Grant sponsor: NIH P41 EB015891., Grant sponsor: NSERC., Grant sponsor: BWF
| | - Paul A. Warr
- Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, Massachusetts, USA
| | - Jason P. Stockmann
- Department of Electrical and Electronic Engineering, University of Bristol, UK
| | - Azma Mareyam
- Department of Electrical and Electronic Engineering, University of Bristol, UK
| | - Boris Keil
- Technische Hochschule Mittelhessen, Germany
| | - Ronald D. Watkins
- Department of Radiology, Stanford University, Stanford, California, USA., Grant sponsor: NIH K99 EB24341., Grant sponsor: NIH P41 EB015891., Grant sponsor: NSERC., Grant sponsor: BWF
| | - Lawrence L. Wald
- Department of Electrical and Electronic Engineering, University of Bristol, UK
| | - Brian K. Rutt
- Department of Radiology, Stanford University, Stanford, California, USA., Grant sponsor: NIH K99 EB24341., Grant sponsor: NIH P41 EB015891., Grant sponsor: NSERC., Grant sponsor: BWF
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20
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Lee KR, Wakeel A, Chakraborty P, Foote CS, Kajiura L, Barrozo JC, Chan AC, Bazarov AV, Spitler R, Kutny PM, Denegre JM, Taft RA, Seemann J, Rice BW, Contag CH, Rutt BK, Bell CB. Cell Labeling with Magneto-Endosymbionts and the Dissection of the Subcellular Location, Fate, and Host Cell Interactions. Mol Imaging Biol 2018; 20:55-64. [PMID: 28631141 PMCID: PMC5736464 DOI: 10.1007/s11307-017-1094-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
PURPOSE The purposes of this study are to characterize magneto-endosymbiont (ME) labeling of mammalian cells and to discern the subcellular fate of these living contrast agents. MEs are novel magnetic resonance imaging (MRI) contrast agents that are being used for cell tracking studies. Understanding the fate of MEs in host cells is valuable for designing in vivo cell tracking experiments. PROCEDURES The ME's surface epitopes, contrast-producing paramagnetic magnetosomal iron, and genome were studied using immunocytochemistry (ICC), Fe and MRI contrast measurements, and quantitative polymerase chain reaction (qPCR), respectively. These assays, coupled with other common assays, enabled validation of ME cell labeling and dissection of ME subcellular processing. RESULTS The assays mentioned above provide qualitative and quantitative assessments of cell labeling, the subcellular localization and the fate of MEs. ICC results, with an ME-specific antibody, qualitatively shows homogenous labeling with MEs. The ferrozine assay shows that MEs have an average of 7 fg Fe/ME, ∼30 % of which contributes to MRI contrast and ME-labeled MDA-MB-231 (MDA-231) cells generally have 2.4 pg Fe/cell, implying ∼350 MEs/cell. Adjusting the concentration of Fe in the ME growth media reduces the concentration of non-MRI contrast-producing Fe. Results from the qPCR assay, which quantifies ME genomes in labeled cells, shows that processing of MEs begins within 24 h in MDA-231 cells. ICC results suggest this intracellular digestion of MEs occurs by the lysosomal degradation pathway. MEs coated with listeriolysin O (LLO) are able to escape the primary phagosome, but subsequently co-localize with LC3, an autophagy-associated molecule, and are processed for digestion. In embryos, where autophagy is transiently suppressed, MEs show an increased capacity for survival and even replication. Finally, transmission electron microscopy (TEM) of ME-labeled MDA-231 cells confirms that the magnetosomes (the MRI contrast-producing particles) remain intact and enable in vivo cell tracking. CONCLUSIONS MEs are used to label mammalian cells for the purpose of cell tracking in vivo, with MRI. Various assays described herein (ICC, ferrozine, and qPCR) allow qualitative and quantitative assessments of labeling efficiency and provide a detailed understanding of subcellular processing of MEs. In some cell types, MEs are digested, but the MRI-producing particles remain. Coating with LLO allows MEs to escape the primary phagosome, enhances retention slightly, and confirms that MEs are ultimately processed by autophagy. Numerous intracellular bacteria and all endosymbiotically derived organelles have evolved molecular mechanisms to avoid intracellular clearance, and identification of the specific processes involved in ME clearance provides a framework on which to develop MEs with enhanced retention in mammalian cells.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Ryan Spitler
- Pediatrics-Neonatology and Molecular Imaging Program (MIPS), Stanford University, Palo Alto, CA, USA
| | - Peter M Kutny
- Microinjection Service, Genetic Engineering Technologies, The Jackson Laboratory, Bar Harbor, ME, USA
| | | | - Rob A Taft
- Division of Reproductive Technologies, The Jackson Laboratory, Bar Harbor, ME, USA
| | - Joachim Seemann
- Department of Cell Biology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | | | - Christopher H Contag
- Pediatrics-Neonatology and Molecular Imaging Program (MIPS), Stanford University, Palo Alto, CA, USA
| | - Brian K Rutt
- Radiology Department and Molecular Imaging Program (MIPS), Stanford University, Palo Alto, CA, USA
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21
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Winkler SA, Picot PA, Thornton MM, Rutt BK. Direct SAR mapping by thermoacoustic imaging: A feasibility study. Magn Reson Med 2017; 78:1599-1606. [PMID: 27779779 PMCID: PMC5405009 DOI: 10.1002/mrm.26517] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Revised: 09/01/2016] [Accepted: 09/27/2016] [Indexed: 11/09/2022]
Abstract
PURPOSE To develop a new method capable of directly measuring specific absorption rate (SAR) deposited in tissue using the thermoacoustic signal induced by short radiofrequency (RF) pulse excitation. THEORY A detailed model based on the thermoacoustic wave generation and propagation is presented. METHODS We propose a new concept for direct measurement of SAR, to be used as a safety assessment/monitoring tool for MRI. The concept involves the use of short bursts of RF energy and the measurement of the resulting thermoacoustic excitation pattern by an array of ultrasound transducers, followed by image reconstruction to yield the 3D SAR distribution. We developed a simulation framework to model this thermoacoustic SAR mapping concept and verified the concept in vitro. RESULTS Simulations show good agreement between reconstructed and original SAR distributions with an error of 4.2, 7.2, and 8.4% of the mean SAR values in axial, sagittal, and coronal planes and support the feasibility of direct experimental mapping of SAR distributions in vivo. The in vitro experiments show good agreement with theory (r2 = 0.52). CONCLUSIONS A novel thermoacoustic method for in vivo mapping of local SAR patterns in MRI has been proposed and verified in simulation and in a phantom experiment. Magn Reson Med 78:1599-1606, 2017. © 2016 International Society for Magnetic Resonance in Medicine.
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Affiliation(s)
- Simone A. Winkler
- Department of Radiology, Stanford University, Stanford, California, USA
| | | | | | - Brian K. Rutt
- Department of Radiology, Stanford University, Stanford, California, USA
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22
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Kuchcinski G, Munsch F, Lopes R, Bigourdan A, Su J, Sagnier S, Renou P, Pruvo JP, Rutt BK, Dousset V, Sibon I, Tourdias T. Thalamic alterations remote to infarct appear as focal iron accumulation and impact clinical outcome. Brain 2017; 140:1932-1946. [PMID: 28549087 DOI: 10.1093/brain/awx114] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Accepted: 03/28/2017] [Indexed: 11/12/2022] Open
Abstract
See Duering and Schmidt (doi:10.1093/awx135) for a scientific commentary on this article.Thalamic alterations have been observed in infarcts initially sparing the thalamus but interrupting thalamo-cortical or cortico-thalamic projections. We aimed at extending this knowledge by demonstrating with in vivo imaging sensitive to iron accumulation, one marker of neurodegeneration, that (i) secondary thalamic alterations are focally located in specific thalamic nuclei depending on the initial infarct location; and (ii) such secondary alterations can contribute independently to the long-term outcome. To tackle this issue, 172 patients with an infarct initially sparing the thalamus were prospectively evaluated clinically and with magnetic resonance imaging to quantify iron through R2* map at 24-72 h and at 1-year follow-up. An asymmetry index was used to compare R2* within the thalamus ipsilateral versus contralateral to infarct and we focused on the 95th percentile of R2* as a metric of high iron content. Spatial distribution within the thalamus was analysed on an average R2* map from the entire cohort. The asymmetry index of the 95th percentile within individual nuclei (medio-dorsal, pulvinar, lateral group) were compared according to the initial infarct location in simple and multiple regression analyses and using voxel-based lesion-symptom mapping. Associations between the asymmetry index of the 95th percentile and functional, cognitive and emotional outcome were calculated in multiple regression models. We showed that R2* was not modified at 24-72 h but showed heterogeneous increase at 1 year mainly within the medio-dorsal and pulvinar nuclei. The asymmetry index of the 95th percentile within the medio-dorsal nucleus was significantly associated with infarcts involving anterior areas (frontal P = 0.05, temporal P = 0.02, lenticular P = 0.01) while the asymmetry index of the 95th percentile within the pulvinar nucleus was significantly associated with infarcts involving posterior areas (parietal P = 0.046, temporal P < 0.001) independently of age, gender and infarct volume, which was confirmed by voxel-based lesion-symptom mapping. The asymmetry index of the 95th percentile within the entire thalamus at 1 year was independently associated with poor functional outcome (P = 0.04), poor cognitive outcome (P = 0.03), post-stroke anxiety (P = 0.04) and post-stroke depression (P = 0.02). We have therefore identified that iron accumulates within the thalamus ipsilateral to infarct after a delay with a focal distribution that is strongly linked to the initial infarct location (in relation with the pattern of connectivity between thalamic nuclei and cortical areas or deep nuclei), which independently contributes to functional, cognitive and emotional outcome.
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Affiliation(s)
- Grégory Kuchcinski
- University of Lille, CHU Lille, Department of Neuroradiology, F-5900 Lille, France
| | - Fanny Munsch
- University of Bordeaux, CHU de Bordeaux, Neuroimagerie Diagnostique et Thérapeutique, F-33076 Bordeaux, France.,INSERM, U1215, Neurocentre Magendie, F-33076 Bordeaux, France
| | - Renaud Lopes
- University of Lille, CHU Lille, Department of Neuroradiology, F-5900 Lille, France
| | - Antoine Bigourdan
- University of Bordeaux, CHU de Bordeaux, Neuroimagerie Diagnostique et Thérapeutique, F-33076 Bordeaux, France
| | - Jason Su
- Richard M. Lucas Center for Imaging, Radiology Department, Stanford University, Stanford, CA 94305-5488, USA
| | - Sharmila Sagnier
- University of Bordeaux, CHU de Bordeaux, Unité neurovasculaire, F-33076 Bordeaux, France
| | - Pauline Renou
- University of Bordeaux, CHU de Bordeaux, Unité neurovasculaire, F-33076 Bordeaux, France
| | - Jean-Pierre Pruvo
- University of Lille, CHU Lille, Department of Neuroradiology, F-5900 Lille, France
| | - Brian K Rutt
- Richard M. Lucas Center for Imaging, Radiology Department, Stanford University, Stanford, CA 94305-5488, USA
| | - Vincent Dousset
- University of Bordeaux, CHU de Bordeaux, Neuroimagerie Diagnostique et Thérapeutique, F-33076 Bordeaux, France.,INSERM, U1215, Neurocentre Magendie, F-33076 Bordeaux, France
| | - Igor Sibon
- University of Bordeaux, CHU de Bordeaux, Unité neurovasculaire, F-33076 Bordeaux, France
| | - Thomas Tourdias
- University of Bordeaux, CHU de Bordeaux, Neuroimagerie Diagnostique et Thérapeutique, F-33076 Bordeaux, France.,INSERM, U1215, Neurocentre Magendie, F-33076 Bordeaux, France
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23
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Tee SS, Park JM, Hurd RE, Brimacombe KR, Boxer MB, Massoud TF, Rutt BK, Spielman DM. PKM2 activation sensitizes cancer cells to growth inhibition by 2-deoxy-D-glucose. Oncotarget 2017; 8:90959-90968. [PMID: 29207616 PMCID: PMC5710897 DOI: 10.18632/oncotarget.19630] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Accepted: 07/06/2017] [Indexed: 12/18/2022] Open
Abstract
Cancer metabolism has emerged as an increasingly attractive target for interfering with tumor growth. Small molecule activators of pyruvate kinase isozyme M2 (PKM2) suppress tumor formation but have an unknown effect on established tumors. We demonstrate that TEPP-46, a PKM2 activator, results in increased glucose consumption, providing the rationale for combining PKM2 activators with the toxic glucose analog, 2-deoxy-D-glucose (2-DG). Combination treatment resulted in reduced viability of a range of cell lines in standard cell culture conditions at concentrations of drugs that had no effect when used alone. This effect was replicated in vivo on established subcutaneous tumors. We further demonstrated the ability to detect acute metabolic differences in combination treatment using hyperpolarized magnetic resonance spectroscopy (MRS). Combination treated tumors displayed a higher pyruvate to lactate 13C-label exchange 2 hr post-treatment. This ability to assess the effect of drugs non-invasively may accelerate the implementation and clinical translation of drugs that target cancer metabolism.
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Affiliation(s)
- Sui Seng Tee
- Department of Radiology, Stanford University, Stanford, CA, USA.,Current/Present address: Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jae Mo Park
- Department of Radiology, Stanford University, Stanford, CA, USA.,Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, TX, USA.,Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Ralph E Hurd
- Applied Sciences Laboratory, GE Healthcare, Menlo Park, CA, USA
| | - Kyle R Brimacombe
- National Center for Advancing Translational Sciences, NIH, Bethesda, MD, USA.,NIH Chemical Genomics Center, Bethesda, MD, USA
| | - Matthew B Boxer
- National Center for Advancing Translational Sciences, NIH, Bethesda, MD, USA
| | - Tarik F Massoud
- Department of Radiology, Stanford University, Stanford, CA, USA
| | - Brian K Rutt
- Department of Radiology, Stanford University, Stanford, CA, USA
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24
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Winkler SA, Alejski A, Wade T, McKenzie CA, Rutt BK. On the accurate analysis of vibroacoustics in head insert gradient coils. Magn Reson Med 2016; 78:1635-1645. [PMID: 27859549 DOI: 10.1002/mrm.26543] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Revised: 10/13/2016] [Accepted: 10/16/2016] [Indexed: 11/07/2022]
Abstract
PURPOSE To accurately analyze vibroacoustics in MR head gradient coils. THEORY AND METHODS A detailed theoretical model for gradient coil vibroacoustics, including the first description and modeling of Lorentz damping, is introduced and implemented in a multiphysics software package. Numerical finite-element method simulations were used to establish a highly accurate vibroacoustic model in head gradient coils in detail, including the newly introduced Lorentz damping effect. Vibroacoustic coupling was examined through an additional modal analysis. Thorough experimental studies were used to validate simulations. RESULTS Average experimental sound pressure levels (SPLs) and accelerations over the 0-3000 Hz frequency range were 97.6 dB, 98.7 dB, and 95.4 dB, as well as 20.6 g, 8.7 g, and 15.6 g for the X-, Y-, and Z-gradients, respectively. A reasonable agreement between simulations and measurements was achieved. Vibroacoustic coupling showed a coupled resonance at 2300 Hz for the Z-gradient that is responsible for a sharp peak and the highest SPL value in the acoustic spectrum. CONCLUSION We have developed and used more realistic multiphysics simulation methods to gain novel insights into the underlying concepts for vibroacoustics in head gradient coils, which will permit improved analyses of existing gradient coils and novel SPL reduction strategies for future gradient coil designs. Magn Reson Med 78:1635-1645, 2017. © 2016 International Society for Magnetic Resonance in Medicine.
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Affiliation(s)
- Simone A Winkler
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Andrew Alejski
- Robarts Research Institute, The University of Western Ontario, London, Ontario, Canada
| | - Trevor Wade
- Robarts Research Institute, The University of Western Ontario, London, Ontario, Canada.,The Department of Medical Biophysics, The University of Western Ontario, London, Ontario, Canada
| | - Charles A McKenzie
- Robarts Research Institute, The University of Western Ontario, London, Ontario, Canada.,The Department of Medical Biophysics, The University of Western Ontario, London, Ontario, Canada
| | - Brian K Rutt
- Department of Radiology, Stanford University, Stanford, California, USA
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25
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Chen Y, Hamilton AM, Parkins KM, Wang JX, Rogers KA, Zeineh MM, Rutt BK, Ronald JA. MRI and histopathologic study of a novel cholesterol-fed rabbit model of xanthogranuloma. J Magn Reson Imaging 2016; 44:673-82. [PMID: 26921220 DOI: 10.1002/jmri.25213] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Accepted: 02/10/2016] [Indexed: 12/16/2022] Open
Abstract
PURPOSE To develop a rabbit model of xanthogranuloma based on supplementation of dietary cholesterol. The aim of this study was to analyze the xanthogranulomatous lesions using magnetic resonance imaging (MRI) and histological examination. MATERIALS AND METHODS Rabbits were fed a low-level cholesterol (CH) diet (n = 10) or normal chow (n = 5) for 24 months. In vivo brain imaging was performed on a 3T MR system using fast imaging employing steady state acquisition, susceptibility-weighted imaging, spoiled gradient recalled, T1 -weighted inversion recovery imaging and T1 relaxometry, PD-weighted and T2 -weighted spin-echo imaging and T2 relaxometry, iterative decomposition of water and fat with echo asymmetry and least-squares estimation, ultrashort TE MRI (UTE-MRI), and T2* relaxometry. MR images were evaluated using a Likert scale for lesion presence and quantitative analysis of lesion size, ventricular volume, and T1 , T2 , and T2* values of lesions was performed. After imaging, brain specimens were examined using histological methods. RESULTS In vivo MRI revealed that 6 of 10 CH-fed rabbits developed lesions in the choroid plexus. Region-of-interest analysis showed that for CH-fed rabbits the mean lesion volume was 8.5 ± 2.6 mm(3) and the volume of the lateral ventricle was significantly increased compared to controls (P < 0.01). The lesions showed significantly shorter mean T2 values (35 ± 12 msec, P < 0.001), longer mean T1 values (1581 ± 146 msec, P < 0.05), and shorter T2* values (22 ± 13 msec, P < 0.001) compared to adjacent brain structures. The ultrashort T2* components were visible using UTE-MRI. Histopathologic evaluation of lesions demonstrated features of human xanthogranuloma. CONCLUSION Rabbits fed a low-level CH diet develop sizable intraventricular masses that have similar histopathological features as human xanthogranuloma. Multiparametric MRI techniques were able to provide information about the complex composition of these lesions. J. Magn. Reson. Imaging 2016;44:673-682.
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Affiliation(s)
- Yuanxin Chen
- Imaging Research Laboratories, Robarts Research Institute, Western University, London, Ontario, Canada
| | - Amanda M Hamilton
- Imaging Research Laboratories, Robarts Research Institute, Western University, London, Ontario, Canada
| | - Katie M Parkins
- Imaging Research Laboratories, Robarts Research Institute, Western University, London, Ontario, Canada
| | - Jian-Xiong Wang
- Advanced Imaging Research Center and Radiology Department, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Kem A Rogers
- Department of Anatomy and Cell Biology, Western University, London, Ontario, Canada
| | - Michael M Zeineh
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Brian K Rutt
- Department of Radiology, Stanford University, Stanford, California, USA
| | - John A Ronald
- Imaging Research Laboratories, Robarts Research Institute, Western University, London, Ontario, Canada
- Department of Medical Biophysics, Western University, London, Ontario, Canada
- Lawson Health Research Institute, London, Ontario, Canada
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26
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Abstract
PURPOSE A new approach to mapping the flip angle quickly and efficiently in 3D based on the Look-Locker technique is presented. METHODS We modified the accelerated 3D Look-Locker T1 measurement technique to allow rapid measurement of flip angle. By removing the inversion pulses and interleaving two radio frequency pulses with different amplitude, it is possible to fit directly for the true flip angle using a reduced number of parameters. This technique, non-inverted Double Angle Look-Locker, allows quick and efficient mapping of the flip angle in 3D. RESULTS non-inverted Double Angle Look-Locker is validated in vitro against the actual flip angle imaging technique for a range of flip angles and T1 values. Flip angle maps produced with non-inverted Double Angle Look-Locker can be acquired in approximately 1 min, and are accurate to within 10% of the actual flip angle imaging measurement. It is shown to accurately measure the excited slab profile of several different pulses. An application to correcting in vivo DESPOT T1 data is presented. CONCLUSION The presented technique is a rapid method for mapping flip angles across a 3D volume, capable of producing a flip angle map in approximately 1 min.
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Affiliation(s)
- Trevor Wade
- Department of Medical Biophysics, The University of Western Ontario, London, Canada
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27
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Hamilton AM, Aidoudi-Ahmed S, Sharma S, Kotamraju VR, Foster PJ, Sugahara KN, Ruoslahti E, Rutt BK. Nanoparticles coated with the tumor-penetrating peptide iRGD reduce experimental breast cancer metastasis in the brain. J Mol Med (Berl) 2015; 93:991-1001. [PMID: 25869026 PMCID: PMC4807972 DOI: 10.1007/s00109-015-1279-x] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2014] [Revised: 02/25/2015] [Accepted: 03/30/2015] [Indexed: 01/01/2023]
Abstract
UNLABELLED Metastasis is the main killer in cancer; consequently, there is great interest in novel approaches to prevent and treat metastatic disease. Brain metastases are particularly deadly, as the protection of the blood-brain barrier obstructs the passage of common anticancer drugs. This study used magnetic resonance imaging (MRI) to investigate the therapeutic effects of nanoparticles coated with a tumor-penetrating peptide (iRGD) against a preclinical model of breast cancer brain metastasis. Single doses of iRGD nanoparticle were administered intravenously, and the effect on tumor growth was observed over time. iRGD nanoparticles, when applied in the early stages of metastasis development, strongly inhibited tumor progression. Overall, this study demonstrated for the first time that a single dose of iRGD nanoparticle can have a significant effect on metastatic tumor progression and nonproliferative cancer cell retention when applied early in course of tumor development. These data suggest that iRGD nanoparticles may be useful in preventatively reducing metastasis after a cancer diagnosis has been established. KEY MESSAGES bSSFP MRI can be used to track nonproliferative iron-labeled cells and tumor development over time. iRGD-NW, when applied early, has a significant effect on metastatic tumor progression. Retained signal voids represent a subpopulation of nonproliferating tumor cells. Reduced cell retention and tumor burden show a role for iRGD-NW in metastasis prevention. iRGD target is universally expressed; thus, iRGD-NW should be clinically translatable.
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Affiliation(s)
- Amanda M Hamilton
- Robarts Research Institute, University of Western Ontario, 1151 Richmond St N, London, ON, N6A 5B7, Canada.
| | | | - Shweta Sharma
- Cancer Research Center, Sanford-Burnham Medical Research Institute, La Jolla, CA, USA
| | - Venkata R Kotamraju
- Cancer Research Center, Sanford-Burnham Medical Research Institute, La Jolla, CA, USA
| | - Paula J Foster
- Robarts Research Institute, University of Western Ontario, 1151 Richmond St N, London, ON, N6A 5B7, Canada
| | - Kazuki N Sugahara
- Cancer Research Center, Sanford-Burnham Medical Research Institute, La Jolla, CA, USA
| | - Erkki Ruoslahti
- Cancer Research Center, Sanford-Burnham Medical Research Institute, La Jolla, CA, USA
- Center for Nanomedicine and Department of Cell, Molecular and Developmental Biology, University of California, Santa Barbara, CA, USA
| | - Brian K Rutt
- Radiological Sciences Laboratory, Stanford University School of Medicine, Stanford, CA, USA
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28
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Rioux JA, Levesque IR, Rutt BK. Biexponential longitudinal relaxation in white matter: Characterization and impact on T1 mapping with IR-FSE and MP2RAGE. Magn Reson Med 2015; 75:2265-77. [PMID: 26190230 DOI: 10.1002/mrm.25729] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2014] [Revised: 03/18/2015] [Accepted: 03/21/2015] [Indexed: 12/19/2022]
Abstract
PURPOSE Magnetization transfer in white matter (WM) causes biexponential relaxation, but most quantitative T1 measurements fit data assuming monoexponential relaxation. The resulting monoexponential T1 estimate varies based on scan parameters and represents a source of variation between studies, especially at high fields. In this study, we characterized WM T1 relaxation and performed simulations to determine how to minimize this deviation. METHODS To characterize biexponential relaxation, four volunteers were scanned at 3T and 7T using inversion recovery fast spin echo (IR-FSE) with 13 inversion times (TIs). Three volunteers were scanned with IR-FSE using TIs chosen by simulations to reduce T1 deviation, and with MP2RAGE. RESULTS At 3T, the biexponential relaxation has a short component of T1 = 48 ms (9%) and a long component of T1 = 939 ms. At 7T the short component is T1 = 57 ms (11%) and the long component is 1349 ms (89%). For IR-FSE, acquiring four TIs with a minimum of 150 ms (3T) or 200 ms (7T) yielded monoexponential T1 estimates that match the long component to within 10 ms. For MP2RAGE, significant differences (90 ms at 3T, 125 ms at 7T) remain at all parameter values. CONCLUSION Many T1 mapping sequences yield robust estimates of the long T1 component with suitable choice of TIs, allowing reproducible, sequence-independent T1 values to be measured. However, this is not true of MP2RAGE in its current implementation. Magn Reson Med 75:2265-2277, 2016. © 2015 Wiley Periodicals, Inc.
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Affiliation(s)
- James A Rioux
- Department of Radiology, Stanford University, Stanford, California, USA
| | - Ives R Levesque
- Department of Radiology, Stanford University, Stanford, California, USA.,Medical Physics Unit, McGill University, Montreal, Quebec, Canada.,Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Brian K Rutt
- Department of Radiology, Stanford University, Stanford, California, USA
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29
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Zeineh MM, Chen Y, Kitzler HH, Hammond R, Vogel H, Rutt BK. Activated iron-containing microglia in the human hippocampus identified by magnetic resonance imaging in Alzheimer disease. Neurobiol Aging 2015; 36:2483-500. [PMID: 26190634 DOI: 10.1016/j.neurobiolaging.2015.05.022] [Citation(s) in RCA: 96] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Revised: 05/27/2015] [Accepted: 05/30/2015] [Indexed: 01/02/2023]
Abstract
Although amyloid plaques and neurofibrillary pathology play important roles in Alzheimer disease (AD), our understanding of AD is incomplete, and the contribution of microglia and iron to neurodegeneration is unknown. High-field magnetic resonance imaging (MRI) is exquisitely sensitive to microscopic iron. To explore iron-associated neuroinflammatory AD pathology, we studied AD and control human brain specimens by (1) performing ultra-high resolution ex vivo 7 Tesla MRI, (2) coregistering the MRI with successive histologic staining for iron, microglia, amyloid beta, and tau, and (3) quantifying the relationship between magnetic resonance signal intensity and histological staining. In AD, we identified numerous small MR hypointensities primarily within the subiculum that were best explained by the combination of microscopic iron and activated microglia (p = 0.025), in contradistinction to the relatively lesser contribution of tau or amyloid. Neuropathologically, this suggests that microglial-mediated neurodegeneration may occur in the hippocampal formation in AD and is detectable by ultra-high resolution MRI.
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Affiliation(s)
- Michael M Zeineh
- Department of Radiology, Lucas Center for Imaging, Stanford University, Stanford, CA, USA.
| | - Yuanxin Chen
- Imaging Research Laboratories, Robarts Research Institute, Western University, London, Ontario, Canada
| | - Hagen H Kitzler
- Department of Neuroradiology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Robert Hammond
- Department of Pathology and Clinical Neurological Sciences, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Hannes Vogel
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Brian K Rutt
- Department of Radiology, Lucas Center for Imaging, Stanford University, Stanford, CA, USA
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30
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Kerchner GA, Fenesy MC, Johnson E, Bernstein J, Rutt BK, Possin KL. IC‐P‐167: ALZHEIMER‐VULNERABLE HIPPOCAMPAL SUBFIELDS PREDICT NAVIGATIONAL PERFORMANCE IN OLDER ADULTS. Alzheimers Dement 2014. [DOI: 10.1016/j.jalz.2014.05.174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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31
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Kerchner GA, Czirr E, Bernstein JD, Wyss‐Coray T, Rutt BK. IC‐P‐166: CEREBROSPINAL FLUID TAU, BUT NOT AMYLOID, TRACKS ATROPHY IN ALZHEIMER‐VULNERABLE HIPPOCAMPAL SUBFIELDS. Alzheimers Dement 2014. [DOI: 10.1016/j.jalz.2014.05.173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
| | - Eva Czirr
- Stanford UniversitySanta ClaraCaliforniaUnited States
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32
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Kerchner GA, Czirr E, Bernstein JD, Wyss‐Coray T, Rutt BK. P1‐265: CEREBROSPINAL FLUID TAU, BUT NOT AMYLOID, TRACKS ATROPHY IN ALZHEIMER'S‐VULNERABLE HIPPOCAMPAL SUBFIELDS. Alzheimers Dement 2014. [DOI: 10.1016/j.jalz.2014.05.505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Affiliation(s)
| | - Eva Czirr
- Stanford UniversitySanta ClaraCaliforniaUnited States
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33
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Kerchner GA, Fenesy MC, Johnson E, Bernstein J, Rutt BK, Possin KL. O2‐10‐06: ALZHEIMER'S‐VULNERABLE HIPPOCAMPAL SUBFIELDS PREDICT NAVIGATIONAL PERFORMANCE IN OLDER ADULTS. Alzheimers Dement 2014. [DOI: 10.1016/j.jalz.2014.04.215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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34
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Saranathan M, Tourdias T, Bayram E, Ghanouni P, Rutt BK. Optimization of white-matter-nulled magnetization prepared rapid gradient echo (MP-RAGE) imaging. Magn Reson Med 2014; 73:1786-94. [PMID: 24889754 DOI: 10.1002/mrm.25298] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2014] [Revised: 04/15/2014] [Accepted: 04/30/2014] [Indexed: 11/10/2022]
Abstract
PURPOSE To optimize the white-matter-nulled (WMn) Magnetization Prepared Rapid Gradient Echo (MP-RAGE) sequence at 7 Tesla (T), with comparisons to 3T. METHODS Optimal parameters for maximizing signal-to-noise ratio (SNR) efficiency were derived. The effect of flip angle and repetition time (TR) on image blurring was modeled using simulations and validated in vivo. A novel two-dimensional (2D) -centric radial fan beam (RFB) k-space segmentation scheme was used to shorten scan times and improve parallel imaging. Healthy subjects as well as patients with multiple sclerosis and tremor were scanned using the optimized protocols. RESULTS Inversion repetition times (TS) of 4.5 s and 6 s were found to yield the highest SNR efficiency for WMn MP-RAGE at 3T and 7T, respectively. Blurring was more sensitive to flip in WMn than in CSFn MP-RAGE and relatively insensitive to TR for both regimes. The 2D RFB scheme had 19% and 47% higher thalamic SNR and SNR efficiency than the 1D centric scheme for WMn MP-RAGE. Compared with 3T, SNR and SNR efficiency were higher for the 7T WMn regime by 56% and 41%, respectively. MS lesions in the cortex and thalamus as well as thalamic subnuclei in tremor patients were clearly delineated using WMn MP-RAGE. CONCLUSION Optimization and new view ordering enabled MP-RAGE imaging with 0.8-1 mm(3) isotropic spatial resolution in scan times of 5 min with whole brain coverage.
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Winkler SA, Rutt BK. Practical methods for improving B1+ homogeneity in 3 Tesla breast imaging. J Magn Reson Imaging 2014; 41:992-9. [PMID: 24723508 DOI: 10.1002/jmri.24635] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2014] [Accepted: 03/21/2014] [Indexed: 11/09/2022] Open
Abstract
PURPOSE To improve image contrast and B1+ field homogeneity in 3 Tesla (T) breast MR. MATERIALS AND METHODS Two practical B1+ shimming methods for 3T breast MR are presented; low-cost passive shimming using local pads of high dielectric permittivity (εr from 0 to 100), and two-channel radiofrequency (RF) shimming (adjusting Q-I amplitude ratios and phase differences of 0 to -4 dB and 90 to 45 degrees), as well as a combination of both methods. The technique has been studied both in simulation using a numerical body model with added mammary tissue and in vivo in six subjects. RESULTS Large improvements are observed with both methods, leading to a decrease in left-right B1+ asymmetry ratio of 1.24 to 1.00 (simulation) and from 1.26 to 1.01 (in vivo). RF safety was not adversely affected. CONCLUSION Both RF shimming and dielectric shimming were shown to improve inhomogeneity in the B1+ field in 3T breast MR.
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Affiliation(s)
- Simone A Winkler
- Department of Radiology, Stanford University, Stanford, California, USA
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Kerchner GA, Berdnik D, Shen JC, Bernstein JD, Fenesy MC, Deutsch GK, Wyss-Coray T, Rutt BK. APOE ε4 worsens hippocampal CA1 apical neuropil atrophy and episodic memory. Neurology 2014; 82:691-7. [PMID: 24453080 DOI: 10.1212/wnl.0000000000000154] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVES Using high-resolution structural MRI, we endeavored to study the relationships among APOE ε4, hippocampal subfield and stratal anatomy, and episodic memory. METHODS Using a cross-sectional design, we studied 11 patients with Alzheimer disease dementia, 14 patients with amnestic mild cognitive impairment, and 14 age-matched healthy controls with no group differences in APOE ε4 carrier status. Each subject underwent ultra-high-field 7.0-tesla MRI targeted to the hippocampus and neuropsychological assessment. RESULTS We found a selective, dose-dependent association of APOE ε4 with greater thinning of the CA1 apical neuropil, or stratum radiatum/stratum lacunosum-moleculare (CA1-SRLM), a hippocampal subregion known to exhibit early vulnerability to neurofibrillary pathology in Alzheimer disease. The relationship between the ε4 allele and CA1-SRLM thinning persisted after controlling for dementia severity, and the size of other hippocampal subfields and the entorhinal cortex did not differ by APOE ε4 carrier status. Carriers also exhibited worse episodic memory function but similar performance in other cognitive domains compared with noncarriers. In a statistical mediation analysis, we found support for the hypothesis that CA1-SRLM thinning may link the APOE ε4 allele to its phenotypic effects on memory. CONCLUSIONS The APOE ε4 allele segregated dose-dependently and selectively with CA1-SRLM thinning and worse episodic memory performance in a pool of older subjects across a cognitive spectrum. These findings highlight a possible role for this gene in influencing a critical hippocampal subregion and an associated symptomatic manifestation.
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Affiliation(s)
- Geoffrey A Kerchner
- From the Departments of Neurology and Neurological Sciences (G.A.K., D.B., J.C.S., J.D.B., M.C.F., G.K.D., T.W.-C.) and Radiology (B.K.R.), Stanford University School of Medicine, Stanford; and Center for Tissue Regeneration, Repair and Restoration (T.W.-C.), Veterans Affairs Palo Alto Health Care System, Palo Alto, CA
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Tourdias T, Saranathan M, Levesque IR, Su J, Rutt BK. Visualization of intra-thalamic nuclei with optimized white-matter-nulled MPRAGE at 7T. Neuroimage 2013; 84:534-45. [PMID: 24018302 DOI: 10.1016/j.neuroimage.2013.08.069] [Citation(s) in RCA: 92] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2013] [Revised: 07/27/2013] [Accepted: 08/29/2013] [Indexed: 12/01/2022] Open
Abstract
Novel MR image acquisition strategies have been investigated to elicit contrast within the thalamus, but direct visualization of individual thalamic nuclei remains a challenge because of their small size and the low intrinsic contrast between adjacent nuclei. We present a step-by-step specific optimization of the 3D MPRAGE pulse sequence at 7T to visualize the intra-thalamic nuclei. We first measured T1 values within different sub-regions of the thalamus at 7T in 5 individuals. We used these to perform simulations and sequential experimental measurements (n=17) to tune the parameters of the MPRAGE sequence. The optimal set of parameters was used to collect high-quality data in 6 additional volunteers. Delineation of thalamic nuclei was performed twice by one rater and MR-defined nuclei were compared to the classic Morel histological atlas. T1 values within the thalamus ranged from 1400ms to 1800ms for adjacent nuclei. Using these values for theoretical evaluations combined with in vivo measurements, we showed that a short inversion time (TI) close to the white matter null regime (TI=670ms) enhanced the contrast between the thalamus and the surrounding tissues, and best revealed intra-thalamic contrast. At this particular nulling regime, lengthening the time between successive inversion pulses (TS=6000ms) increased the thalamic signal and contrast and lengthening the α pulse train time (N*TR) further increased the thalamic signal. Finally, a low flip angle during the gradient echo acquisition (α=4°) was observed to mitigate the blur induced by the evolution of the magnetization along the α pulse train. This optimized set of parameters enabled the 3D delineation of 15 substructures in all 6 individuals; these substructures corresponded well with the known anatomical structures of the thalamus based on the classic Morel atlas. The mean Euclidean distance between the centers of mass of MR- and Morel atlas-defined nuclei was 2.67mm (±1.02mm). The reproducibility of the MR-defined nuclei was excellent with intraclass correlation coefficient measured at 0.997 and a mean Euclidean distance between corresponding centers of mass found at first versus second readings of 0.69mm (±0.38mm). This 7T strategy paves the way to better identification of thalamic nuclei for neurosurgical planning and investigation of regional changes in neurological disorders.
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Affiliation(s)
- Thomas Tourdias
- Richard M. Lucas Center for Imaging, Radiology Department, Stanford University, 1201 Welch Road, Stanford, CA 94305-5488, USA.
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Saranathan M, Khalighi MM, Glover GH, Pandit P, Rutt BK. Efficient Bloch-Siegert B1 (+) mapping using spiral and echo-planar readouts. Magn Reson Med 2013; 70:1669-73. [PMID: 23401024 DOI: 10.1002/mrm.24599] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2012] [Revised: 10/23/2012] [Accepted: 11/23/2012] [Indexed: 11/08/2022]
Abstract
The Bloch-Siegert (B-S) B1 (+) mapping technique is a fast, phase-based method that is highly SAR limited especially at 7T, necessitating the use of long repetition times. Spiral and echo-planar readouts were incorporated in a gradient-echo based B-S sequence to reduce specific absoprtion rate (SAR) and improve its scan efficiency. A novel, numerically optimized 4 ms B-S off-resonant pulse at + 1960 Hz was used to increase sensitivity and further reduce SAR compared with the conventional 6 ms Fermi B-S pulse. Using echo-planar and spiral readouts, scan time reductions of 8-16 were achieved. By reducing the B-S pulse width by a factor of 1.5, SAR was reduced by a factor of 1.5 and overall sensitivity was increased by a factor of 1.33 due to the nearly halved resonance offset of the new B-S pulse. This was validated on phantoms and volunteers at 7 T.
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Affiliation(s)
- Manojkumar Saranathan
- Department of Radiology, Stanford University School of Medicine, Stanford, California, USA
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Rajendran R, Minqin R, Ronald JA, Rutt BK, Halliwell B, Watt F. Does iron inhibit calcification during atherosclerosis? Free Radic Biol Med 2012; 53:1675-9. [PMID: 22940067 PMCID: PMC4831625 DOI: 10.1016/j.freeradbiomed.2012.07.014] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2012] [Revised: 05/31/2012] [Accepted: 07/16/2012] [Indexed: 11/26/2022]
Abstract
Oxidative stress has been implicated in the etiology of atherosclerosis and even held responsible for plaque calcification. Transition metals such as iron aggravate oxidative stress. To understand the relation between calcium and iron in atherosclerotic lesions, a sensitive technique is required that is quantitatively accurate and avoids isolation of plaques or staining/fixing tissue, because these processes introduce contaminants and redistribute elements within the tissue. In this study, the three ion-beam techniques of scanning transmission ion microscopy, Rutherford backscattering spectrometry, and particle-induced X-ray emission have been combined in conjunction with a high-energy (MeV) proton microprobe to map the spatial distribution of the elements and quantify them simultaneously in atherosclerotic rabbit arteries. The results show that iron and calcium within the atherosclerotic lesions exhibit a highly significant spatial inverse correlation. It may be that iron accelerates the progression of atherosclerotic lesion development, but suppresses calcification. Alternatively, calcification could be a defense mechanism against atherosclerotic progression by excluding iron.
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Affiliation(s)
- Reshmi Rajendran
- Centre for Ion Beam Applications, Department of Physics, National University of Singapore, Singapore 117542
| | - Ren Minqin
- Centre for Ion Beam Applications, Department of Physics, National University of Singapore, Singapore 117542
| | | | | | - Barry Halliwell
- Department of Biochemistry, National University of Singapore, Singapore 117542
| | - Frank Watt
- Centre for Ion Beam Applications, Department of Physics, National University of Singapore, Singapore 117542
- Corresponding author. (F.Watt)
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Grissom WA, Khalighi MM, Sacolick LI, Rutt BK, Vogel MW. Small-tip-angle spokes pulse design using interleaved greedy and local optimization methods. Magn Reson Med 2012; 68:1553-62. [PMID: 22392822 PMCID: PMC3703849 DOI: 10.1002/mrm.24165] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2011] [Revised: 12/07/2011] [Accepted: 01/03/2012] [Indexed: 11/10/2022]
Abstract
Current spokes pulse design methods can be grouped into methods based either on sparse approximation or on iterative local (gradient descent-based) optimization of the transverse-plane spatial frequency locations visited by the spokes. These two classes of methods have complementary strengths and weaknesses: sparse approximation-based methods perform an efficient search over a large swath of candidate spatial frequency locations but most are incompatible with off-resonance compensation, multifrequency designs, and target phase relaxation, while local methods can accommodate off-resonance and target phase relaxation but are sensitive to initialization and suboptimal local cost function minima. This article introduces a method that interleaves local iterations, which optimize the radiofrequency pulses, target phase patterns, and spatial frequency locations, with a greedy method to choose new locations. Simulations and experiments at 3 and 7 T show that the method consistently produces single- and multifrequency spokes pulses with lower flip angle inhomogeneity compared to current methods.
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Khalighi MM, Rutt BK, Kerr AB. Adiabatic RF pulse design for Bloch-Siegert B1+ mapping. Magn Reson Med 2012; 70:829-35. [PMID: 23041985 DOI: 10.1002/mrm.24507] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2012] [Revised: 08/09/2012] [Accepted: 09/04/2012] [Indexed: 11/08/2022]
Abstract
The Bloch-Siegert (B-S) B1+ mapping method has been shown to be fast and accurate, yet it suffers from high Specific Absorption Rate (SAR) and moderately long echo time. An adiabatic RF pulse design is introduced here for optimizing the off-resonant B-S RF pulse to achieve more B-S B1+ measurement sensitivity for a given pulse width. The extra sensitivity can be used for higher angle-to-noise ratio B1+ maps or traded off for faster scans. Using numerical simulations and phantom experiments, it is shown that a numerically optimized 2-ms adiabatic B-S pulse is 2.5 times more efficient than a conventional 6-ms Fermi-shaped B-S pulse. The adiabatic B-S pulse performance is validated in a phantom, and in vivo brain B1+ mapping at 3T and 7T are shown.
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Kerchner GA, Deutsch GK, Zeineh M, Dougherty RF, Saranathan M, Rutt BK. Hippocampal CA1 apical neuropil atrophy and memory performance in Alzheimer's disease. Neuroimage 2012; 63:194-202. [PMID: 22766164 DOI: 10.1016/j.neuroimage.2012.06.048] [Citation(s) in RCA: 109] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2011] [Revised: 06/05/2012] [Accepted: 06/25/2012] [Indexed: 10/28/2022] Open
Abstract
Memory loss is often the first and most prominent symptom of Alzheimer's disease (AD), coinciding with the spread of neurofibrillary pathology from the entorhinal cortex (ERC) to the hippocampus. The apical dendrites of hippocampal CA1 pyramidal neurons, in the stratum radiatum/stratum lacunosum-moleculare (SRLM), are among the earliest targets of this pathology, and atrophy of the CA1-SRLM is apparent in postmortem tissue from patients with mild AD. We previously demonstrated that CA1-SRLM thinning is also apparent in vivo, using ultra-high field 7-Tesla (7T) MRI to obtain high-resolution hippocampal microstructural imaging. Here, we hypothesized that CA1-SRLM thickness would correlate with episodic memory performance among patients with mild AD. We scanned nine patients, using an oblique coronal T2-weighted sequence through the hippocampal body with an in-plane resolution of 220 μm, allowing direct visual identification of subfields - dentate gyrus (DG)/CA3, CA2, CA1, and ERC - and hippocampal strata - SRLM and stratum pyramidale (SP). We present a novel semi-automated method of measuring stratal width that correlated well with manual measurements. We performed multi-domain neuropsychological evaluations that included three tests of episodic memory, yielding composite scores for immediate recall, delayed recall, and delayed recognition memory. Strong correlations occurred between delayed recall performance and the widths of CA1-SRLM (r(2)=0.69; p=0.005), CA1-SP (r(2)=0.5; p=0.034), and ERC (r(2)=0.62; p=0.012). The correlation between CA1-SRLM width and delayed recall lateralized to the left hemisphere. DG/CA3 size did not correlate significantly with any aspect of memory performance. These findings highlight a role for 7T hippocampal microstructural imaging in revealing focal structural pathology that correlates with the central cognitive feature of AD.
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Affiliation(s)
- Geoffrey A Kerchner
- Stanford Center for Memory Disorders, Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA.
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Khalighi MM, Rutt BK, Kerr AB. RF pulse optimization for Bloch-Siegert B ₁⁺ mapping. Magn Reson Med 2011; 68:857-62. [PMID: 22144397 DOI: 10.1002/mrm.23271] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2011] [Revised: 09/22/2011] [Accepted: 10/03/2011] [Indexed: 12/13/2022]
Abstract
The Bloch-Siegert (B-S) method of B ₁⁺ mapping has been shown to be fast and accurate, yet has high SAR and moderately long TE. These limitations can lengthen scan times and incur signal loss due to B(0) inhomogeneity, particularly at high field. The B-S method relies on applying a band-limited off-resonant B-S radiofrequency pulse to induce a B ₁⁺-dependent frequency-shift for resonant spins. A method for optimizing the B-S radiofrequency pulse is presented here, which maximizes B-S B ₁⁺ measurement sensitivity for a given SAR and T(2) . A 4-ms optimized pulse is shown to have 35% less SAR compared with the conventional 6-ms Fermi pulse while still improving B ₁⁺ map angle-to-noise ratio by 22%. The optimized pulse performance is validated both in phantom and in vivo brain imaging at 7 T.
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Economopoulos V, Noad JC, Krishnamoorthy S, Rutt BK, Foster PJ. Comparing the MRI appearance of the lymph nodes and spleen in wild-type and immuno-deficient mouse strains. PLoS One 2011; 6:e27508. [PMID: 22096586 PMCID: PMC3212579 DOI: 10.1371/journal.pone.0027508] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2011] [Accepted: 10/18/2011] [Indexed: 01/17/2023] Open
Abstract
The goal of this study was to investigate the normal MRI appearance of lymphoid organs in immuno-competent and immuno-deficient mice commonly used in research. Four mice from each of four different mouse strains (nude, NOG, C57BL/6, CB-17 SCID (SCID)) were imaged weekly for one month. Images were acquired with a 3D balanced steady state free precession (bSSFP) sequence. The volume of the lymph nodes and spleens were measured from MR images. In images of nude and SCID mice, lymph nodes sometimes contained a hyperintense region visible on MRI images. Volumes of the nodes were highly variable in nude mice. Nodes in SCID mice were smaller than in nude or C57Bl/6 mice (p<0.0001). Lymph node volumes changed slightly over time in all strains. The spleens of C57Bl/6 and nude mice were similar in size and appearance. Spleens of SCID and NOG mice were significantly smaller (p<0.0001) and abnormal in appearance. The MRI appearance of the normal lymph nodes and spleen varies considerably in the various mouse strains examined in this study. This is important to recognize in order to avoid the misinterpretation of MRI findings as abnormal when these strains are used in MRI imaging studies.
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Affiliation(s)
- Vasiliki Economopoulos
- Department of Medical Biophysics, University of Western Ontario, London, Ontario, Canada
- Imaging Research Group, Robarts Research Institute at the University of Western Ontario, London, Ontario, Canada
| | - Jennifer C. Noad
- Department of Medical Biophysics, University of Western Ontario, London, Ontario, Canada
- Imaging Research Group, Robarts Research Institute at the University of Western Ontario, London, Ontario, Canada
| | - Shruti Krishnamoorthy
- Department of Medical Biophysics, University of Western Ontario, London, Ontario, Canada
- Imaging Research Group, Robarts Research Institute at the University of Western Ontario, London, Ontario, Canada
| | - Brian K. Rutt
- Radiology Department, Richard M. Lucas Center for Imaging, Stanford University, Stanford, California, United States of America
| | - Paula J. Foster
- Department of Medical Biophysics, University of Western Ontario, London, Ontario, Canada
- Imaging Research Group, Robarts Research Institute at the University of Western Ontario, London, Ontario, Canada
- * E-mail:
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Ribot EJ, Martinez-Santiesteban FM, Simedrea C, Steeg PS, Chambers AF, Rutt BK, Foster PJ. In vivo single scan detection of both iron-labeled cells and breast cancer metastases in the mouse brain using balanced steady-state free precession imaging at 1.5 T. J Magn Reson Imaging 2011; 34:231-8. [PMID: 21698713 DOI: 10.1002/jmri.22593] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
PURPOSE To simultaneously detect iron-labeled cancer cells and brain tumors in vivo in one scan, the balanced steady-state free precession (b-SSFP) imaging sequence was optimized at 1.5 T on mice developing brain metastases subsequent to the injection of micron-sized iron oxide particle-labeled human breast cancer cells. MATERIALS AND METHODS b-SSFP sequence parameters (repetition time, flip angle, and receiver bandwidth) were varied and the signal-to-noise ratio, contrast between the brain and tumors, and the number of detected iron-labeled cells were evaluated. RESULTS Optimal b-SSFP images were acquired with a 26 msec repetition time, 35° flip angle, and bandwidth of ±21 kHz. b-SSFP images were compared with T(2) -weighted 2D fast spin echo (FSE) and 3D spoiled gradient recalled echo (SPGR) images. The mean tumor-brain contrast-to-noise ratio and the ability to detect iron-labeled cells were the highest in the b-SSFP images. CONCLUSION A single b-SSFP scan can be used to visualize both iron-labeled cells and brain metastases.
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Affiliation(s)
- Emeline J Ribot
- Imaging Research Laboratories, Robarts Research Institute, London, ON, Canada
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Kitzler HH, Su J, Zeineh M, Harper-Little C, Leung A, Kremenchutzky M, Deoni SC, Rutt BK. Deficient MWF mapping in multiple sclerosis using 3D whole-brain multi-component relaxation MRI. Neuroimage 2011; 59:2670-7. [PMID: 21920444 DOI: 10.1016/j.neuroimage.2011.08.052] [Citation(s) in RCA: 68] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2011] [Revised: 08/16/2011] [Accepted: 08/18/2011] [Indexed: 12/14/2022] Open
Abstract
Recent multiple sclerosis (MS) MRI research has highlighted the need to move beyond the lesion-centric view and to develop and validate new MR imaging strategies that quantify the invisible burden of disease in the brain and establish much more sensitive and specific surrogate markers of clinical disability. One of the most promising of such measures is myelin-selective MRI that allows the acquisition of myelin water fraction (MWF) maps, a parameter that is correlated to brain white matter (WM) myelination. The aim of our study was to apply the newest myelin-selective MRI method, multi-component Driven Equilibrium Single Pulse Observation of T1 and T2 (mcDESPOT) in a controlled clinical MS pilot trial. This study was designed to assess the capabilities of this new method to explain differences in disease course and degree of disability in subjects spanning a broad spectrum of MS disease severity. The whole-brain isotropically-resolved 3D acquisition capability of mcDESPOT allowed for the first time the registration of 3D MWF maps to standard space, and consequently a formalized voxel-based analysis of the data. This approach combined with image segmentation further allowed the derivation of new measures of MWF deficiency: total deficient MWF volume (DV) in WM, in WM lesions, in diffusely abnormal white matter and in normal appearing white matter (NAWM). Deficient MWF volume fraction (DVF) was derived from each of these by dividing by the corresponding region volume. Our results confirm that lesion burden does not correlate well with clinical disease activity measured with the extended disability status scale (EDSS) in MS patients. In contrast, our measurements of DVF in NAWM correlated significantly with the EDSS score (R2=0.37; p<0.001). The same quantity discriminated clinically isolated syndrome patients from a normal control population (p<0.001) and discriminated relapsing-remitting from secondary-progressive patients (p<0.05); hence this new technique may sense early disease-related myelin loss and transitions to progressive disease. Multivariate analysis revealed that global atrophy, mean whole-brain myelin water fraction and white matter atrophy were the three most important image-derived parameters for predicting clinical disability (EDSS). Overall, our results demonstrate that mcDESPOT-defined measurements in NAWM show great promise as imaging markers of global clinical disease activity in MS. Further investigation will determine if this measure can serve as a risk factor for the conversion into definite MS and for the secondary transition into irreversible disease progression.
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Affiliation(s)
- Hagen H Kitzler
- Department of Neuroadiology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstr. 74, 01307 Dresden, Germany.
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Mayer D, Yen YF, Takahashi A, Josan S, Tropp J, Rutt BK, Hurd RE, Spielman DM, Pfefferbaum A. Dynamic and high-resolution metabolic imaging of hyperpolarized [1-13C]-pyruvate in the rat brain using a high-performance gradient insert. Magn Reson Med 2011; 65:1228-33. [PMID: 21500253 PMCID: PMC3126907 DOI: 10.1002/mrm.22707] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2010] [Revised: 10/04/2010] [Accepted: 10/08/2010] [Indexed: 12/25/2022]
Abstract
Fast chemical shift imaging (CSI) techniques are advantageous in metabolic imaging of hyperpolarized compounds due to the limited duration of the signal amplification. At the same time, reducing the acquisition time in hyperpolarized imaging does not necessarily lead to the conventional penalty in signal-to-noise ratio that occurs in imaging at thermal equilibrium polarization levels. Here a high-performance gradient insert was used in combination with undersampled spiral CSI to increase either the imaging speed or the spatial resolution of hyperpolarized (13)C metabolic imaging on a clinical 3T MR scanner. Both a single-shot sequence with a total acquisition time of 125 ms and a three-shot sequence with a nominal in-plane resolution of 1.5 mm were implemented. The k-space trajectories were measured and then used during image reconstruction. The technique was applied to metabolic imaging of the rat brain in vivo after the injection of hyperpolarized [1-(13)C]-pyruvate. Dynamic imaging afforded the measurement of region-of-interest-specific time courses of pyruvate and its metabolic products, while imaging at high spatial resolution was used to better characterize the spatial distribution of the metabolite signals.
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Affiliation(s)
- Dirk Mayer
- SRI International, Neuroscience Program, Menlo Park, California 94025, USA.
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Pendharkar AV, Chua JY, Andres RH, Wang N, Gaeta X, Wang H, De A, Choi R, Chen S, Rutt BK, Gambhir SS, Guzman R. Biodistribution of neural stem cells after intravascular therapy for hypoxic-ischemia. Stroke 2010; 41:2064-70. [PMID: 20616329 DOI: 10.1161/strokeaha.109.575993] [Citation(s) in RCA: 119] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND PURPOSE Intravascular transplantation of neural stem cells represents a minimally invasive therapeutic approach for the treatment of central nervous system diseases. The cellular biodistribution after intravascular injection needs to be analyzed to determine the ideal delivery modality. We studied the biodistribution and efficiency of targeted central nervous system delivery comparing intravenous and intra-arterial (IA) administration of neural stem cells after brain ischemia. METHODS Mouse neural stem cells were transduced with a firefly luciferase reporter gene for bioluminescence imaging (BLI). Hypoxic-ischemia was induced in adult mice and reporter neural stem cells were transplanted IA or intravenous at 24 hours after brain ischemia. In vivo BLI was used to track transplanted cells up to 2 weeks after transplantation and ex vivo BLI was used to determine single organ biodistribution. RESULTS Immediately after transplantation, BLI signal from the brain was 12 times higher in IA versus intravenous injected animals (P<0.0001). After IA injection, 69% of the total luciferase activity arose from the brain early after transplantation and 93% at 1 week. After intravenous injection, 94% of the BLI signal was detected in the lungs (P=0.004) followed by an overall 94% signal loss at 1 week, indicating lack of cell survival outside the brain. Ex vivo single organ analysis showed a significantly higher BLI signal in the brain than in the lungs, liver, and kidneys at 1 week (P<0.0001) and 2 weeks in IA (P=0.007). CONCLUSIONS IA transplantation results in superior delivery and sustained presence of neural stem cells in the ischemic brain in comparison to intravenous infusion.
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Affiliation(s)
- Arjun V Pendharkar
- Department of Neurosurgery, Stanford University, School of Medicine, Stanford, CA 94305-5327, USA
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Hamilton AM, Rogers KA, Belisle AJL, Ronald JA, Rutt BK, Weissleder R, Boughner DR. Early identification of aortic valve sclerosis using iron oxide enhanced MRI. J Magn Reson Imaging 2010; 31:110-6. [PMID: 20027578 DOI: 10.1002/jmri.22008] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
PURPOSE To test the ability of MION-47 enhanced MRI to identify tissue macrophage infiltration in a rabbit model of aortic valve sclerosis (AVS). MATERIALS AND METHODS The aortic valves of control and cholesterol-fed New Zealand White rabbits were imaged in vivo pre- and 48 h post-intravenous administration of MION-47 using a 1.5 Tesla (T) MR clinical scanner and a CINE fSPGR sequence. MION-47 aortic valve cusps were imaged ex vivo on a 3.0T whole-body MR system with a custom gradient insert coil and a three-dimensional (3D) FIESTA sequence and compared with aortic valve cusps from control and cholesterol-fed contrast-free rabbits. Histopathological analysis was performed to determine the site of iron oxide uptake. RESULTS MION-47 enhanced the visibility of both control and cholesterol-fed rabbit valves in in vivo images. Ex vivo image analysis confirmed the presence of significant signal voids in contrast-administered aortic valves. Signal voids were not observed in contrast-free valve cusps. In MION-47 administered rabbits, histopathological analysis revealed iron staining not only in fibrosal macrophages of cholesterol-fed valves but also in myofibroblasts from control and cholesterol-fed valves. CONCLUSION Although iron oxide labeling of macrophage infiltration in AVS has the potential to detect the disease process early, a macrophage-specific iron compound rather than passive targeting may be required.
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Affiliation(s)
- Amanda M Hamilton
- Department of Anatomy, The University of Western Ontario, London, ON, Canada
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