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1.
Brain Stimul ; 13(3): 696-704, 2020.
Article in English | MEDLINE | ID: mdl-32289700

ABSTRACT

BACKGROUND: Electroconvulsive therapy (ECT) is the most effective treatment option for major depressive disorder, so understanding whether its clinical effect relates to structural brain changes is vital for current and future antidepressant research. OBJECTIVE: To determine whether clinical response to ECT is related to structural volumetric changes in the brain as measured by structural magnetic resonance imaging (MRI) and, if so, which regions are related to this clinical effect. We also determine whether a similar model can be used to identify regions associated with electrode placement (unilateral versus bilateral ECT). METHODS: Longitudinal MRI and clinical data (Hamilton Depression Rating Scale) was collected from 10 sites as part of the Global ECT-MRI research collaboration (GEMRIC). From 192 subjects, relative changes in 80 (sub)cortical areas were used as potential features for classifying treatment response. We used recursive feature elimination to extract relevant features, which were subsequently used to train a linear classifier. As a validation, the same was done for electrode placement. We report accuracy as well as the structural coefficients of regions included in the discriminative spatial patterns obtained. RESULTS: A pattern of structural changes in cortical midline, striatal and lateral prefrontal areas discriminates responders from non-responders (75% accuracy, p < 0.001) while left-sided mediotemporal changes discriminate unilateral from bilateral electrode placement (81% accuracy, p < 0.001). CONCLUSIONS: The identification of a multivariate discriminative pattern shows that structural change is relevant for clinical response to ECT, but this pattern does not include mediotemporal regions that have been the focus of electroconvulsive therapy research so far.


Subject(s)
Brain/diagnostic imaging , Depressive Disorder, Major/diagnostic imaging , Depressive Disorder, Major/therapy , Electroconvulsive Therapy/methods , Adult , Aged , Brain/pathology , Electroconvulsive Therapy/instrumentation , Female , Humans , Longitudinal Studies , Magnetic Resonance Imaging/methods , Male , Middle Aged , Treatment Outcome
2.
Magn Reson Med ; 81(2): 773-780, 2019 02.
Article in English | MEDLINE | ID: mdl-30159924

ABSTRACT

PURPOSE: For rapid spatial mapping of gamma-aminobutyric acid (GABA) at the increased sensitivity and spectral separation for ultra-high magnetic field strength (7 tesla [T]), an accelerated edited magnetic resonance spectroscopic imaging technique was developed and optimized for the human brain at 7 T. METHODS: A MEGA-sLASER sequence was used for GABA editing and volume selection to maximize editing efficiency and minimize chemical shift displacement errors. To accommodate the high bandwidth requirements at 7 T, a single-shot echo planar readout was used for rapid simultaneous encoding of the temporal dimension and 1 spatial. B0 and B1 field aspects specific for 7 T were studied together with correction procedures, and feasibility of the EPSI MEGA-sLASER technique was tested in vivo in 5 healthy subjects. RESULTS: Localized edited spectra could be measured in all subjects giving spatial GABA signal distributions over a central brain region, having 45- to 50-Hz spatial intervoxel B0 field variations and up to 30% B1 field deviations. MEGA editing was found unaffected by the B0 inhomogeneities for the optimized sequence. The correction procedures reduced effects of intervoxel B0 inhomogeneities, corrected for spatial editing efficiency variations, and compensated for GABA resonance phase and frequency shifts from subtle motion and acquisition instabilities. The optimized oscillating echo-planar gradient scheme permitted full spectral acquisition at 7 T and exhibited minimal spectral-spatial ghosting effects for the selected brain region. CONCLUSION: The EPSI MEGA-sLASER technique was shown to provide time-efficient mapping of regional variations in cerebral GABA in a central volume of interest with spatial B1 and B0 field variations typical for 7 T.


Subject(s)
Echo-Planar Imaging , Magnetic Resonance Spectroscopy , gamma-Aminobutyric Acid/chemistry , Adult , Brain/diagnostic imaging , Female , Healthy Volunteers , Humans , Image Processing, Computer-Assisted , Lasers , Magnetic Fields , Male , Middle Aged , Motion , Oscillometry , Phantoms, Imaging , Reproducibility of Results , Software
3.
J Neurol Sci ; 376: 159-165, 2017 May 15.
Article in English | MEDLINE | ID: mdl-28431605

ABSTRACT

BACKGROUND: Chronic cognitive deficits are frequent in leucin-rich glioma-inactivated 1 protein (LGI1) encephalitis. We examined structural and metabolic brain abnormalities following LGI1 encephalitis and correlated findings with acute and follow-up clinical outcomes. METHODS: Nine patients underwent prospective multimodal 3 Tesla MRI 33.1±18months after disease onset, including automated volumetry, diffusion tensor imaging (DTI) and magnetic resonance spectroscopy (MRS). Data were compared to 9 age- and sex-matched healthy controls. RESULTS: Although extratemporal lesions were not present on MRI in the acute stage, tract-based spatial statistics analyses of DTI during follow-up showed widespread changes in the cerebral and cerebellar white matter (WM), most prominent in the anterior parts of the corona radiata, capsula interna and corpus callosum. MRS revealed lower glutamine/glutamate WM levels compared to controls. Higher cerebellar gray matter volume was associated with better function at disease onset (measured by the modified Rankin Scale), and higher putaminal volume was associated with better cognition by Addenbrooke's Cognitive Examination test at 23.4±7.6months. CONCLUSIONS: Poor clinical outcome following LGI1 encephalitis is associated with global brain atrophy and disintegration of white matter tracts. The pathological changes affect not only temporomesial structures but also frontal lobes and the cerebellum.


Subject(s)
Autoimmune Diseases of the Nervous System/diagnostic imaging , Brain/diagnostic imaging , Diffusion Tensor Imaging , Encephalitis/diagnostic imaging , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Acute Disease , Atrophy , Autoimmune Diseases of the Nervous System/drug therapy , Autoimmune Diseases of the Nervous System/metabolism , Brain/metabolism , Chronic Disease , Encephalitis/drug therapy , Encephalitis/immunology , Female , Follow-Up Studies , Humans , Intracellular Signaling Peptides and Proteins , Male , Middle Aged , Multimodal Imaging , Organ Size , Prospective Studies , Proteins/immunology , Retrospective Studies , Treatment Outcome
4.
J Cereb Blood Flow Metab ; 32(8): 1508-14, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22453630

ABSTRACT

The branched chain amino acid transaminase (BCAT) has an important role in nitrogen shuttling and glutamate metabolism in the brain. The purpose of this study was to describe the cerebral distribution and metabolism of hyperpolarized 2-keto[1-(13)C]isocaproate (KIC) in the normal rat using magnetic resonance modalities. Hyperpolarized KIC is metabolized to [1-(13)C]leucine (leucine) by BCAT. The results show that KIC and its metabolic product, leucine, are present at imageable quantities 20 seconds after end of KIC administration throughout the brain. Further, significantly higher metabolism was observed in hippocampal regions compared with the muscle tissue. In conclusion, the cerebral metabolism of hyperpolarized KIC is imaged and hyperpolarized KIC may be a promising substrate for evaluation of cerebral BCAT activity in conjunction with neurodegenerative disease.


Subject(s)
Brain/metabolism , Keto Acids/pharmacokinetics , Leucine/metabolism , Magnetic Resonance Imaging/methods , Magnetic Resonance Spectroscopy/methods , Transaminases/metabolism , Animals , Biotransformation , Brain/enzymology , Carbon Isotopes , Keto Acids/administration & dosage , Molecular Structure , Rats , Rats, Wistar
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