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1.
Cereb Cortex ; 31(5): 2595-2609, 2021 03 31.
Artigo em Inglês | MEDLINE | ID: mdl-33338201

RESUMO

The dentato-rubro-thalamo-cortical tract (DRTC) is the main outflow pathway of the cerebellum, contributing to a finely balanced corticocerebellar loop involved in cognitive and sensorimotor functions. Damage to the DRTC has been implicated in cerebellar mutism syndrome seen in up to 25% of children after cerebellar tumor resection. Multi-shell diffusion MRI (dMRI) combined with quantitative constrained spherical deconvolution tractography and multi-compartment spherical mean technique modeling was used to explore the frontocerebellar connections and microstructural signature of the DRTC in 30 healthy children. The highest density of DRTC connections were to the precentral (M1) and superior frontal gyri (F1), and from cerebellar lobules I-IV and IX. The first evidence of a topographic organization of anterograde projections to the frontal cortex at the level of the superior cerebellar peduncle (SCP) is demonstrated, with streamlines terminating in F1 lying dorsomedially in the SCP compared to those terminating in M1. The orientation dispersion entropy of DRTC regions appears to exhibit greater contrast than that shown by fractional anisotropy. Analysis of a separate reproducibility cohort demonstrates good consistency in the dMRI metrics described. These novel anatomical insights into this well-studied pathway may prove to be of clinical relevance in the surgical resection of cerebellar tumors.


Assuntos
Núcleos Cerebelares/diagnóstico por imagem , Córtex Cerebral/diagnóstico por imagem , Núcleo Rubro/diagnóstico por imagem , Tálamo/diagnóstico por imagem , Adolescente , Adulto , Doenças Cerebelares , Criança , Imagem de Tensor de Difusão , Feminino , Voluntários Saudáveis , Humanos , Masculino , Córtex Motor/diagnóstico por imagem , Mutismo , Vias Neurais/diagnóstico por imagem , Procedimentos Neurocirúrgicos , Complicações Pós-Operatórias , Córtex Pré-Frontal/diagnóstico por imagem , Adulto Jovem
2.
Clin Anat ; 35(3): 269-279, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-34535922

RESUMO

The aim of this study was to make a thorough investigation of the trajectory of the ansa lenticularis (AL) and its subcomponents using high-resolution fiber-tracking tractography. The subcomponents of the AL were reconstructed from one region of interest (ROI) in the area of the globus pallidus combined with another ROI in the red nucleus, substantia nigra, subthalamic nucleus, or thalamus. This fiber-tracking protocol was tested in an HCP-1065 template, 35 healthy subjects from Massachusetts General Hospital (MGH), and 20 healthy subjects from the human connectome project (HCP) using generalized q-sampling imaging (GQI)-based tractography. Quantitative anisotropy and fractional anisotropy were also computed for the AL subcomponents. The subcomponents of the AL could be reconstructed in the HCP-1065 template, 35 MGH healthy subjects, and 20 HCP healthy subjects. The AL descends from the globus pallidus and joins the ansa peduncularis for a short distance, subdividing later into fibers that continue separately to the red nucleus, substantia nigra, subthalamic nucleus, and thalamus. The study demonstrated the trajectory of the ansa lenticularis and its subcomponents using GQI-based tractography, improving our understanding of the anatomical connectivity between the globus pallidus and the thalamo-subthalamic region in the human brain. One Sentence Summary The investigation of the ansa lenticularis and its subcomponents using high-resolution diffusion images based tractography.


Assuntos
Imagem de Tensor de Difusão , Substância Branca , Encéfalo/diagnóstico por imagem , Imagem de Tensor de Difusão/métodos , Humanos , Núcleo Rubro/diagnóstico por imagem , Tálamo
3.
Hum Brain Mapp ; 42(15): 4809-4822, 2021 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-34322940

RESUMO

The advent of susceptibility-sensitive MRI techniques, such as susceptibility weighted imaging (SWI), has enabled accurate in vivo visualization and quantification of iron deposition within the human brain. Although previous approaches have been introduced to segment iron-rich brain regions, such as the substantia nigra, subthalamic nucleus, red nucleus, and dentate nucleus, these methods are largely unavailable and manual annotation remains the most used approach to label these regions. Furthermore, given their recent success in outperforming other segmentation approaches, convolutional neural networks (CNN) promise better performances. The aim of this study was thus to evaluate state-of-the-art CNN architectures for the labeling of deep brain nuclei from SW images. We implemented five CNN architectures and considered ensembles of these models. Furthermore, a multi-atlas segmentation model was included to provide a comparison not based on CNN. We evaluated two prediction strategies: individual prediction, where a model is trained independently for each region, and combined prediction, which simultaneously predicts multiple closely located regions. In the training dataset, all models performed with high accuracy with Dice coefficients ranging from 0.80 to 0.95. The regional SWI intensities and volumes from the models' labels were strongly correlated with those obtained from manual labels. Performances were reduced on the external dataset, but were higher or comparable to the intrarater reliability and most models achieved significantly better results compared to multi-atlas segmentation. CNNs can accurately capture the individual variability of deep brain nuclei and represent a highly useful tool for their segmentation from SW images.


Assuntos
Núcleos Cerebelares/diagnóstico por imagem , Processamento de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Redes Neurais de Computação , Neuroimagem/métodos , Núcleo Rubro/diagnóstico por imagem , Substância Negra/diagnóstico por imagem , Núcleo Subtalâmico/diagnóstico por imagem , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Adulto Jovem
4.
Hum Brain Mapp ; 42(1): 154-160, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-33047810

RESUMO

No study has investigated red nucleus (RN) atrophy in multiple sclerosis (MS) despite cerebellum and its connections are elective sites of MS-related pathology. In this study, we explore RN atrophy in early MS phases and its association with cerebellar damage (focal lesions and atrophy) and physical disability. Thirty-seven relapse-onset MS (RMS) patients having mean age of 35.6 ± 8.5 (18-56) years and mean disease duration of 1.1 ± 1.5 (0-5) years, and 36 age- and sex-matched healthy controls (HC) were studied. Cerebellar and RN lesions and volumes were analyzed on 3 T-MRI images. RMS did not differ from HC in cerebellar lobe volumes but significantly differed in both right (107.84 ± 13.95 mm3 vs. 99.37 ± 11.53 mm3 , p = .019) and left (109.71 ± 14.94 mm3 vs. 100.47 ± 15.78 mm3 , p = .020) RN volumes. Cerebellar white matter lesion volume (WMLV) inversely correlated with both right and left RN volumes (r = -.333, p = .004 and r = -.298, p = .010, respectively), while no correlation was detected between RN volumes and mean cortical thickness, cerebellar gray matter lesion volume, and supratentorial WMLV (right RN: r = -.147, p = .216; left RN: r = -.153, p = .196). Right, but not left, RN volume inversely correlated with midbrain WMLV (r = -.310, p = .008), while no correlation was observed between whole brainstem WMLV and either RN volumes (right RN: r = -.164, p = .164; left RN: r = -.64, p = .588). Finally, left RN volume correlated with vermis VIIb (r = .297, p = .011) and right interposed nucleus (r = .249, p = .034) volumes. We observed RN atrophy in early RMS, likely resulting from anterograde axonal degeneration starting in cerebellar and midbrain WML. RN atrophy seems a promising marker of neurodegeneration and/or cerebellar damage in RMS.


Assuntos
Cerebelo/patologia , Substância Cinzenta/patologia , Esclerose Múltipla Recidivante-Remitente/diagnóstico por imagem , Esclerose Múltipla Recidivante-Remitente/patologia , Núcleo Rubro/patologia , Substância Branca/patologia , Adolescente , Adulto , Atrofia/patologia , Cerebelo/diagnóstico por imagem , Feminino , Substância Cinzenta/diagnóstico por imagem , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Núcleo Rubro/diagnóstico por imagem , Estudos Retrospectivos , Substância Branca/diagnóstico por imagem , Adulto Jovem
5.
Ann Neurol ; 88(5): 1009-1022, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32869362

RESUMO

OBJECTIVE: To examine associations between tau and amyloid ß (Aß) molecular positron emission tomography (PET) and both Alzheimer-related pathology and 4-repeat tau pathology in autopsy-confirmed frontotemporal lobar degeneration (FTLD). METHODS: Twenty-four patients had [18 F]-flortaucipir-PET and died with FTLD (progressive supranuclear palsy [PSP], n = 10; corticobasal degeneration [CBD], n = 10; FTLD-TDP, n = 3; and Pick disease, n = 1). All but 1 had Pittsburgh compound B (PiB)-PET. Braak staging, Aß plaque and neurofibrillary tangle counts, and semiquantitative tau lesion scores were performed. Flortaucipir standard uptake value ratios (SUVRs) were calculated in a temporal meta region of interest (meta-ROI), entorhinal cortex and cortical/subcortical regions selected to match the tau lesion analysis. Global PiB SUVR was calculated. Autoradiography was performed in 1 PSP patient, with digital pathology used to quantify tau burden. RESULTS: Nine cases (37.5%) had Aß plaques. Global PiB SUVR correlated with Aß plaque count, with 100% specificity and 50% sensitivity for diffuse plaques. Twenty-one (87.5%) had Braak stages I to IV. Flortaucipir correlated with neurofibrillary tangle counts in entorhinal cortex, but entorhinal and meta-ROI SUVRs were not elevated in Braak IV or primary age-related tauopathy. Flortaucipir uptake patterns differed across FTLD pathologies and could separate PSP and CBD. Flortaucipir correlated with tau lesion score in red nucleus and midbrain tegmentum across patients, but not in cortical or basal ganglia regions. Autoradiography demonstrated minimal uptake of flortaucipir, although flortaucipir correlated with quantitative tau burden across regions. INTERPRETATION: Molecular PET shows expected correlations with Alzheimer-related pathology but lacks sensitivity to detect mild Alzheimer pathology in FTLD. Regional flortaucipir uptake was able to separate CBD and PSP. ANN NEUROL 2020;88:1009-1022.


Assuntos
Peptídeos beta-Amiloides/metabolismo , Degeneração Lobar Frontotemporal/diagnóstico por imagem , Proteínas tau/metabolismo , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/diagnóstico por imagem , Doença de Alzheimer/patologia , Autopsia , Autorradiografia , Carbolinas , Estudos de Coortes , Feminino , Degeneração Lobar Frontotemporal/patologia , Humanos , Masculino , Mesencéfalo/diagnóstico por imagem , Mesencéfalo/patologia , Pessoa de Meia-Idade , Emaranhados Neurofibrilares/patologia , Tomografia por Emissão de Pósitrons , Compostos Radiofarmacêuticos , Núcleo Rubro/diagnóstico por imagem , Núcleo Rubro/patologia , Sensibilidade e Especificidade
6.
Clin Anat ; 34(8): 1196-1200, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34375464

RESUMO

The corticorubral tract (CRT) facilitates fine motor coordination. However, no diffusion tensor tractography (DTT) study has been conducted although a few studies have reported on the cortical connection of the red nucleus. In this study, we investigated the DTT reconstruction method and DTT characteristics of the CRT in normal subjects. Thirty-six right-handed normal subjects were recruited. Diffusion tensor images were scanned using a 1.5 T MRI scanner. For analysis of the CRT, the seed region of interest (ROI) was placed on the red nucleus of the midbrain, and the target ROI was placed on the primary sensorimotor cortex. Values of fractional anisotropy (FA), mean diffusivity (MD), and tract volume (TV) of the CRT were obtained for both hemispheres. Among the 72 cerebral hemispheres of the 36 normal subjects, the neural tract between the red nucleus and the primary sensorimotor cortex was reconstructed in 66 hemispheres (92%). The reconstructed CRT, which originated from the primary sensorimotor cortex, descended through the posterior portion of the centrum semiovale, the corona radiata and posterior limb of the internal capsule, and terminated at the red nucleus. Analysis of the FA, MD, and TV values revealed no significant differences between the right and left hemispheres (p > 0.05). We describe the method of DTT reconstruction and the imaging parameters of the CRT in the brain of normal subjects. We believe that the DTT method and associated parameter results for the CRT in normal subjects will be useful in future neuroscience studies.


Assuntos
Imagem de Tensor de Difusão , Núcleo Rubro/diagnóstico por imagem , Córtex Sensório-Motor/diagnóstico por imagem , Adulto , Feminino , Voluntários Saudáveis , Humanos , Masculino , Pessoa de Meia-Idade
7.
Neuroimage ; 221: 117200, 2020 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-32745682

RESUMO

Normative databases allow testing of novel hypotheses without the costly collection of magnetic resonance imaging (MRI) data. Here we present the Amsterdam Ultra-high field adult lifespan database (AHEAD). The AHEAD consists of 105 7 Tesla (T) whole-brain structural MRI scans tailored specifically to imaging of the human subcortex, including both male and female participants and covering the entire adult life span (18-80 yrs). We used these data to create probability maps for the subthalamic nucleus, substantia nigra, internal and external segment of the globus pallidus, and the red nucleus. Data was acquired at a submillimeter resolution using a multi-echo (ME) extension of the second gradient-echo image of the MP2RAGE sequence (MP2RAGEME) sequence, resulting in complete anatomical alignment of quantitative, R1-maps, R2*-maps, T1-maps, T1-weighted images, T2*-maps, and quantitative susceptibility mapping (QSM). Quantitative MRI maps, and derived probability maps of basal ganglia structures are freely available for further analyses.


Assuntos
Globo Pálido/anatomia & histologia , Imageamento por Ressonância Magnética , Neuroimagem , Núcleo Rubro/anatomia & histologia , Substância Negra/anatomia & histologia , Núcleo Subtalâmico/anatomia & histologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Atlas como Assunto , Bases de Dados Factuais , Feminino , Globo Pálido/diagnóstico por imagem , Humanos , Masculino , Pessoa de Meia-Idade , Núcleo Rubro/diagnóstico por imagem , Substância Negra/diagnóstico por imagem , Núcleo Subtalâmico/diagnóstico por imagem , Adulto Jovem
8.
Stereotact Funct Neurosurg ; 98(4): 263-269, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32403106

RESUMO

Magnetic resonance image-guided high-intensity focused ultrasound (MRgFUS)-based thermal ablation of the ventral intermediate nucleus of the thalamus (VIM) is a minimally invasive treatment modality for essential tremor (ET). Dentato-rubro-thalamic tractography (DRTT) is becoming increasingly popular for direct targeting of the presumed VIM ablation focus. It is currently unclear if patients with implanted pulse generators (IPGs) can safely undergo MRgFUS ablation and reliably acquire DRTT suitable for direct targeting. We present an 80-year-old male with a spinal cord stimulator (SCS) and an 88-year-old male with a cardiac pacemaker who both underwent MRgFUS for medically refractory ET. Clinical outcomes were measured using the Clinical Rating Scale for Tremor (CRST). DRTT was successfully created and imaging parameter adjustments did not result in any delay in procedural time in either case. In the first case, 7 therapeutic sonications were delivered. The patient improved immediately and durably with a 90% CRST-disability improvement at 6-week follow-up. In our second case, 6 therapeutic sonications were delivered with durable, 75% CRST-disability improvement at 6 weeks. These are the first cases of MRgFUS thalamotomy in patients with IPGs. DRTT targeting and MRgFUS-based thermal ablation can be safely performed in these patients using a 1.5-T MRI.


Assuntos
Núcleos Cerebelares/diagnóstico por imagem , Neuroestimuladores Implantáveis , Marca-Passo Artificial , Núcleo Rubro/diagnóstico por imagem , Tálamo/diagnóstico por imagem , Tálamo/cirurgia , Idoso de 80 Anos ou mais , Tremor Essencial/diagnóstico por imagem , Tremor Essencial/cirurgia , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Psicocirurgia/métodos , Estimulação da Medula Espinal/instrumentação , Resultado do Tratamento
9.
Stereotact Funct Neurosurg ; 98(4): 220-240, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32403112

RESUMO

Direct targeting methods for stereotactic neurosurgery in the treatment of essential tremor have been the subject of active research over the past decade but have not yet been systematically reviewed. We present a clinically oriented topic review based on Preferred Reporting Items for Systematic Reviews and Meta-Analyses Group guidelines. Our focus is studies using advanced magnetic resonance imaging (MRI) techniques (ultrahigh-field structural MRI, diffusion-weighted imaging, diffusion-tensor tractography, and functional MRI) for patient specific, in vivo identification of the ventral intermediate nucleus and the dentato-rubro-thalamic tract.


Assuntos
Núcleos Cerebelares/diagnóstico por imagem , Imagem de Tensor de Difusão/métodos , Tremor Essencial/diagnóstico por imagem , Núcleo Rubro/diagnóstico por imagem , Técnicas Estereotáxicas , Tálamo/diagnóstico por imagem , Núcleos Cerebelares/cirurgia , Estimulação Encefálica Profunda/métodos , Tremor Essencial/cirurgia , Feminino , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Vias Neurais/diagnóstico por imagem , Vias Neurais/cirurgia , Núcleo Rubro/cirurgia , Tálamo/cirurgia
10.
Cerebellum ; 18(2): 203-211, 2019 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-30276521

RESUMO

In this study, we used fMRI to identify brain regions associated with concentration (sustained attention) during a motor preparation task. In comparison with a non-concentration task, increased activities were observed (P < 0.05, FWE-corrected P values) in cerebellar lobules VI and VII, motor cortex, pre-supplementary motor area (pre-SMA), thalamus, red nucleus (RN), and caudate nucleus (CN). Moreover, analysis of effective connectivity inter-areal (psychophysiological interactions) showed that during preparation, concentration-related brain activity increase was dependent on Cerebello-thalamo-pre-SMA-RN and Pre-SMA-CN-thalamo-M1 loops. We postulate that, while pre-SMA common to both loops is specifically involved in the movement preparation and readiness for voluntary movement through the striatum, the cerebellar lobule VI in conjunction with RN, likely through a cerebellar-rubro-olivary-cerebellar loop, might be implicated in concentration-related optimization of upcoming motor performances.


Assuntos
Cerebelo/fisiologia , Corpo Estriado/fisiologia , Atividade Motora/fisiologia , Córtex Motor/fisiologia , Núcleo Rubro/fisiologia , Adulto , Mapeamento Encefálico , Cerebelo/diagnóstico por imagem , Corpo Estriado/diagnóstico por imagem , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Córtex Motor/diagnóstico por imagem , Vias Neurais/diagnóstico por imagem , Vias Neurais/fisiologia , Núcleo Rubro/diagnóstico por imagem , Tálamo/diagnóstico por imagem , Tálamo/fisiologia
11.
Age Ageing ; 48(4): 596-597, 2019 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-31044224

RESUMO

An 88-year-old woman presented with a 2-day history of inability to open her left eye with no ocular discomfort or blurred vision. She had a long-standing history of diabetes mellitus, hypertension and stroke disease. Examination revealed an isolated complete left eye ptosis with no pupillary involvement and intact extraocular movements. There were no other neurological deficits and fatigability was not elicited. Magnetic resonance imaging of the brain showed an acute infarct of the left red nucleus. Oculomotor nerve fascicles are widely separated in the midbrain before they exit at the interpeduncular fossa. A discrete lesion involving the most caudal fibres of the levator palpebrae is the most likely explanation. Although uncommon, this should be considered in patients with underlying cardiovascular risk factors.


Assuntos
Blefaroptose/etiologia , Infarto Encefálico/complicações , Movimentos Oculares/fisiologia , Núcleo Rubro , Idoso de 80 Anos ou mais , Blefaroptose/fisiopatologia , Infarto Encefálico/diagnóstico , Infarto Encefálico/diagnóstico por imagem , Infarto Encefálico/fisiopatologia , Feminino , Humanos , Imageamento por Ressonância Magnética , Neuroimagem , Músculos Oculomotores/inervação , Músculos Oculomotores/fisiopatologia , Núcleo Rubro/diagnóstico por imagem , Núcleo Rubro/patologia
12.
J Headache Pain ; 20(1): 104, 2019 Nov 11.
Artigo em Inglês | MEDLINE | ID: mdl-31711434

RESUMO

BACKGROUND: Functional connectivity (FC) has been used to investigate the pathophysiology of migraine. Accumulating evidence is pointing toward malfunctioning of brainstem structures, i.e., the red nucleus (RN) and substantia nigra (SN), as an important factor in migraine without aura (MwoA). We aimed to identify atypical FC between the RN and SN and other brain areas in patients with MwoA and to explore the association between RN and SN connectivity changes and performance on neuropsychological tests in these patients. METHODS: Resting-state functional magnetic resonance imaging (fMRI) data were obtained from 30 patients with MwoA and 22 age-, sex-, and years of education-matched healthy controls (HC). The FC of the brainstem structures was analyzed using a standard seed-based whole-brain correlation method. The results of the brainstem structure FC were assessed for correlations with other clinical features. RESULTS: Patients with MwoA exhibited reduced left RN-based FC with the left middle frontal gyrus, reduced right RN-based FC with the ipsilateral superior parietal lobe, and increased FC with the ipsilateral cerebellum. Additionally, patients with MwoA demonstrated significantly decreased right SN-based FC with the right postcentral gyrus, left parietal lobule, and left superior frontal gyrus. Hypo-connectivity between the right SN and right postcentral gyrus was negatively correlated with disease duration (r = - 0.506, P = 0.004). Additionally, increased connectivity of the right RN to the ipsilateral cerebellar lobes was positively correlated with the Headache Impact Test-6 scores (r = 0.437, P = 0.016). CONCLUSIONS: The present study suggested that patients with MwoA have disruption in their RN and SN resting-state networks, which are associated with specific clinical characteristics. The changes focus on the regions associated with cognitive evaluation, multisensory integration, and modulation of perception and pain, which may be associated with migraine production, feedback, and development. Taken together, these results may improve our understanding of the neuropathological mechanism of migraine.


Assuntos
Enxaqueca sem Aura/diagnóstico por imagem , Núcleo Rubro/diagnóstico por imagem , Substância Negra/diagnóstico por imagem , Adulto , Encéfalo/diagnóstico por imagem , Encéfalo/fisiopatologia , Tronco Encefálico/diagnóstico por imagem , Tronco Encefálico/fisiopatologia , Estudos de Casos e Controles , Feminino , Lobo Frontal/diagnóstico por imagem , Lobo Frontal/fisiopatologia , Neuroimagem Funcional , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Enxaqueca sem Aura/fisiopatologia , Vias Neurais/diagnóstico por imagem , Vias Neurais/fisiopatologia , Testes Neuropsicológicos , Dor/diagnóstico por imagem , Dor/fisiopatologia , Lobo Parietal/diagnóstico por imagem , Lobo Parietal/fisiopatologia , Córtex Pré-Frontal/diagnóstico por imagem , Córtex Pré-Frontal/fisiopatologia , Núcleo Rubro/fisiopatologia , Substância Negra/fisiopatologia
13.
Neuroimage ; 170: 199-209, 2018 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-28602813

RESUMO

The substantia nigra (SN), the subthalamic nucleus (STN), and the red nucleus (RN) are midbrain structures of ample interest in many neuroimaging studies, which may benefit from the availability of automated segmentation methods. The high iron content of these structures awards them high contrast in quantitative susceptibility mapping (QSM) images. We present a novel segmentation method that leverages the information of these images to produce automated segmentations of the SN, STN, and RN. The algorithm builds a map of spatial priors for the structures by non-linearly registering a set of manually-traced training labels to the midbrain. The priors are used to inform a Gaussian mixture model of the image intensities, with smoothness constraints imposed to ensure anatomical plausibility. The method was validated on manual segmentations from a sample of 40 healthy younger and older subjects. Average Dice scores were 0.81 (0.05) for the SN, 0.66 (0.14) for the STN and 0.88 (0.04) for the RN in the left hemisphere, and similar values were obtained for the right hemisphere. In all structures, volumes of manual and automatically obtained segmentations were significantly correlated. The algorithm showed lower accuracy on R2* and T2-weighted Fluid Attenuated Inversion Recovery (FLAIR) images, which are also sensitive to iron content. To illustrate an application of the method, we show that the automated segmentations were comparable to the manual ones regarding detection of age-related differences to putative iron content.


Assuntos
Envelhecimento , Processamento de Imagem Assistida por Computador/métodos , Ferro/metabolismo , Imageamento por Ressonância Magnética/métodos , Neuroimagem/métodos , Núcleo Rubro/diagnóstico por imagem , Substância Negra/diagnóstico por imagem , Núcleo Subtalâmico/diagnóstico por imagem , Adulto , Idoso , Envelhecimento/metabolismo , Feminino , Humanos , Masculino , Núcleo Rubro/anatomia & histologia , Núcleo Rubro/metabolismo , Substância Negra/anatomia & histologia , Substância Negra/metabolismo , Núcleo Subtalâmico/anatomia & histologia , Núcleo Subtalâmico/metabolismo
14.
Neuroimage ; 176: 364-371, 2018 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-29733955

RESUMO

The dentato-rubro-thalamic tract (DRTT) regulates motor control, connecting the cerebellum to the thalamus. This tract is modulated by deep-brain stimulation in the surgical treatment of medically refractory tremor, especially in essential tremor, where high-frequency stimulation of the thalamus can improve symptoms. The DRTT is classically described as a decussating pathway, ascending to the contralateral thalamus. However, the existence of a nondecussating (i.e. ipsilateral) DRTT in humans was recently demonstrated, and these tracts are arranged in distinct regions of the superior cerebellar peduncle. We hypothesized that the ipsilateral DRTT is connected to specific thalamic nuclei and therefore may have unique functional relevance. The goals of this study were to confirm the presence of the decussating and nondecussating DRTT pathways, identify thalamic termination zones of each tract, and compare whether structural connectivity findings agree with functional connectivity. Diffusion-weighted imaging was used to perform probabilistic tractography of the decussating and nondecussating DRTT in young healthy subjects from the Human Connectome Project (n = 91) scanned using multi-shell diffusion-weighted imaging (270 directions; TR/TE = 5500/89 ms; spatial resolution = 1.25 mm isotropic). To define thalamic anatomical landmarks, a segmentation procedure based on the Morel Atlas was employed, and DRTT targeting was quantified based on the proportion of streamlines arriving at each nucleus. In parallel, functional connectivity analysis was performed using resting-state functional MRI (TR/TE = 720/33 ms; spatial resolution = 2 mm isotropic). It was found that the decussating and nondecussating DRTTs have significantly different thalamic endpoints, with the former preferentially targeting relatively anterior and lateral thalamic nuclei, and the latter connected to more posterior and medial nuclei (p < 0.001). Functional and structural connectivity measures were found to be significantly correlated (r = 0.45, p = 0.031). These findings provide new insight into pathways through which unilateral cerebellum can exert bilateral influence on movement and raise questions about the functional implications of ipsilateral cerebellar efferents.


Assuntos
Cerebelo , Conectoma/métodos , Imagem de Tensor de Difusão/métodos , Vias Neurais , Núcleo Rubro , Tálamo , Substância Branca , Adulto , Núcleos Cerebelares/anatomia & histologia , Núcleos Cerebelares/diagnóstico por imagem , Núcleos Cerebelares/fisiologia , Cerebelo/anatomia & histologia , Cerebelo/diagnóstico por imagem , Cerebelo/fisiologia , Feminino , Humanos , Masculino , Vias Neurais/anatomia & histologia , Vias Neurais/diagnóstico por imagem , Vias Neurais/fisiologia , Núcleo Rubro/anatomia & histologia , Núcleo Rubro/diagnóstico por imagem , Núcleo Rubro/fisiologia , Tálamo/anatomia & histologia , Tálamo/diagnóstico por imagem , Tálamo/fisiologia , Substância Branca/anatomia & histologia , Substância Branca/diagnóstico por imagem , Substância Branca/fisiologia
15.
J Neurol Neurosurg Psychiatry ; 89(4): 374-381, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-29101254

RESUMO

OBJECTIVE: Neuropathological studies in amyotrophic lateral sclerosis (ALS) have shown a dissemination in a regional sequence in four anatomically defined patterns. The aim of this retrospective study was to see whether longitudinal diffusion tensor imaging (DTI) data support the pathological findings. METHODS: The application of DTI analysis to fibre structures that are prone to be involved at each neuropathological pattern of ALS was performed in a monocentre sample of 67 patients with ALS and 31 controls that obtained at least one follow-up scan after a median of 6 months. RESULTS: At the group level, longitudinal ALS data showed significant differences for the stage-related tract systems. At the individual level, 27% of the longitudinally scanned patients with ALS showed an increase in ALS stage, while the remaining were stable or were at the highest ALS stage. Longitudinal fractional anisotropy changes in the respective tract systems correlated significantly with the slope of the revised ALS functional rating scale. INTERPRETATION: The DTI-based protocol was able to image the disease patterns of ALS in vivo cross-sectionally and longitudinally, in support of DTI as a technical marker to image ALS stages.


Assuntos
Esclerose Lateral Amiotrófica/diagnóstico por imagem , Córtex Cerebral/diagnóstico por imagem , Corpo Estriado/diagnóstico por imagem , Via Perfurante/diagnóstico por imagem , Ponte/diagnóstico por imagem , Tratos Piramidais/diagnóstico por imagem , Núcleo Rubro/diagnóstico por imagem , Idoso , Esclerose Lateral Amiotrófica/patologia , Anisotropia , Estudos de Casos e Controles , Córtex Cerebral/patologia , Corpo Estriado/patologia , Imagem de Tensor de Difusão , Feminino , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Vias Neurais/diagnóstico por imagem , Vias Neurais/patologia , Via Perfurante/patologia , Ponte/patologia , Tratos Piramidais/patologia , Núcleo Rubro/patologia , Estudos Retrospectivos
16.
J Magn Reson Imaging ; 48(4): 1112-1119, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-29603826

RESUMO

BACKGROUND: The automatic segmentation of cerebral nuclei in the quantitative susceptibility mapping (QSM) images can provide assistance for surgical treatment and pathological mechanism studies. However, as the most frequently used segmentation method, the atlas method provides unsatisfactory results when segmenting the substantia nigra (SN) and the red nucleus (RN). PURPOSE: To propose and evaluate an improved automatic method based on seed points-discontinuity for segmentations of the SN and the RN in QSM images. STUDY TYPE: Prospective. SUBJECTS: In all, 22 subjects, 11 patients with Parkinson's disease (PD), and 11 healthy subjects (mean age of 68.0 ± 6.9 years) underwent MR scans. FIELD STRENGTH/SEQUENCE: 3T system and a 3D multiecho gradient echo sequence with monopolar readout gradient. ASSESSMENT: Manual segmentations by two radiologists (both with over 10 years of experience in neuroimaging) were used to establish a baseline for assessment. The Dice coefficient and the center-of-gravity distance was employed to evaluate the segmentation accuracy. STATISTICAL TESTS: The mean value and standard deviation of the Dice coefficient and center-of-gravity distance were calculated separately to compare segmentation results from the proposed method, the level set method, the atlas method (including the single-atlas method and the multi-atlas majority voting method). RESULTS: The statistical results of Dice coefficient of the SN and the RN between the ground truth and the segmentation were 0.79 ± 0.14 and 0.77 ± 0.06 for the proposed method, 0.40 ± 0.10 and 0.65 ± 0.09 for the level set method, 0.68 ± 0.09 and 0.64 ± 0.07 for the single-atlas method, 0.70 ± 0.06 and 0.68 ± 0.05 for the multi-atlas majority voting method, respectively. The proposed method also provides the lowest center-of-gravity distance value (1.05 ± 0.71 for the SN and 0.74 ± 0.35 for the RN). DATA CONCLUSION: The segmentation results of the proposed method performed well on the in vivo data and were closer to the manual segmentation than the atlas method. LEVEL OF EVIDENCE: 1 Technical Efficacy: Stage 1 J. Magn. Reson. Imaging 2018;48:1112-1119.


Assuntos
Processamento de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética , Doença de Parkinson/diagnóstico por imagem , Núcleo Rubro/diagnóstico por imagem , Substância Negra/diagnóstico por imagem , Idoso , Algoritmos , Mapeamento Encefálico , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Modelos Estatísticos , Variações Dependentes do Observador , Estudos Prospectivos , Radiologia , Reprodutibilidade dos Testes
17.
J Magn Reson Imaging ; 45(5): 1335-1342, 2017 05.
Artigo em Inglês | MEDLINE | ID: mdl-27545971

RESUMO

PURPOSE: Because the roles of striatal-thalamo-cortical and cerebello-thalamo-cortical circuits in the heterogeneous motor impairments of Parkinson's disease (PD) are becoming recognized, this study was designed to investigate the relationships between regional iron in the cardinal subcortical nuclei in these circuits and the different motor impairments. MATERIALS AND METHODS: Sixty-two PD patients and 40 normal subjects were included and accepted for Enhanced T2 -Star Weighted Angiography Scanning (3.0T). According to the Unified Parkinson's Disease Rating Scale, patients were divided into tremor-dominant (PD-TD) and akinetic/rigid-dominant groups (PD-AR). The intergroup differences of magnetic susceptibility in those cardinal nuclei were measured. Correlation analyses between magnetic susceptibility and motor impairments were performed in all patients. RESULTS: Nigral magnetic susceptibility significantly increased for each PD group compared with controls (P < 0.001 for PD-TD; P = 0.001 for PD-AR). Magnetic susceptibility in the dentate nucleus (DN) and red nucleus (RN) for the PD-TD patients were significantly increased compared with controls (P < 0.001 and P = 0.004, respectively). Magnetic susceptibility in these regions was also significantly correlated with tremor severity (r = 0.444, P = 0.001 for DN; r = 0.418, P = 0.001 for RN). Significant correlation between caudate magnetic susceptibility and akinetic/rigid severity were observed (r = -0.322, P = 0.015). CONCLUSION: This study provides evidence that nigral iron accumulation is a common characteristic in PD, while iron accumulation in the DN and RN is correlated with tremor symptoms. Our data also indicate that caudate iron content may be a potential marker for akinetic/rigid progression. LEVEL OF EVIDENCE: 3 J. MAGN. RESON. IMAGING 2017;45:1335-1342.


Assuntos
Mapeamento Encefálico/métodos , Ferro/análise , Doença de Parkinson/diagnóstico por imagem , Idoso , Angiografia , Cerebelo/diagnóstico por imagem , Progressão da Doença , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Destreza Motora , Doença de Parkinson/patologia , Núcleo Rubro/diagnóstico por imagem , Fatores Sexuais , Substância Negra/diagnóstico por imagem , Tremor
18.
Neuromodulation ; 20(5): 429-436, 2017 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-28256785

RESUMO

OBJECTIVES: Targeting the dentato-rubro-thalamic tract (DRTt) has been suggested to be efficacious in deep brain stimulation (DBS) for tremor suppression, both in case reports and post-hoc analyses. This prospective observational study sought to analyze outcomes after directly targeting the DRTt in tremor patients. METHODS: 20 consecutively enrolled intention tremor patients obtained pre-operative MRI with diffusion tensor (dTi) sequences. Mean baseline tremor amplitude based on The Essential Tremor Rating Assessment Scale was recorded. The DRTt was drawn for each individual on StealthViz software (Medtronic) using the dentate nucleus as the seed region and the ipsilateral pre-central gyrus as the end region and then directly targeted during surgery. Intraoperative testing confirmed successful tremor control. Post-operative analysis of electrode position relative to the DRTt was performed, as was post-operative assessment of tremor improvement. RESULTS: The mean age of patients was 66.8 years; mean duration of tremor was 16 years. Mean voltage for the L electrode = 3.4 V; R = 2.6 V. Mean distance from the center of the active electrode contact to the DRTt was 0.9 mm on the L, and 0.8 mm on the R. Improvement in arm tremor amplitude from baseline after DBS was significant (P < 0.001). CONCLUSION: Direct targeting of the DRTt in DBS is an effective strategy for tremor suppression. Accounting for hardware, software, and model limitations, depiction of the DRTt allows for placement of electrode contacts directly within the fiber tract for modulation despite any anatomical variation, which reproducibly resulted in good tremor control.


Assuntos
Núcleos Cerebelares/diagnóstico por imagem , Estimulação Encefálica Profunda/métodos , Núcleo Rubro/diagnóstico por imagem , Tálamo/diagnóstico por imagem , Tremor/diagnóstico por imagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Núcleos Cerebelares/cirurgia , Imagem de Tensor de Difusão/métodos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Vias Neurais/diagnóstico por imagem , Vias Neurais/cirurgia , Estudos Prospectivos , Núcleo Rubro/cirurgia , Tálamo/cirurgia , Resultado do Tratamento , Tremor/cirurgia
19.
Neurol Sci ; 37(1): 45-50, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26253340

RESUMO

The purpose of our study was to assess the alteration of the brainstem raphe (BR) on transcranial sonography (TCS) in depression patients with or without Parkinson's disease (PD) and to explore whether the different changes of BR could reflect an increasing impairment of raphe structures. TCS was performed in patients with PD, depression with PD, depression only, and controls. Using the red nucleus as an internal standard, the BR was rated semi-quantitatively from grades 1-4 with grades 1-3 determined as abnormal. The rate of abnormal BR (≤grade 3) was found to be only 10 % in patients with PD (4/40) and 5 % in control patients (2/40). The rate of abnormal raphe was significantly higher (p < 0.05) in patients with both depression and PD (85 %, 34/40) or patients with depression only (87.5 %, 35/40). TCS of the raphe in most patients with mild depression scored grade 3, while those with moderate depression scored grade 2-3, and those with severe depression scored grade 1. The different BR echogenicity score reflected an increasing impairment of raphe structures in depression patients with or without PD (p < 0.05). TCS provides a good tool for assessing depression, more severe depressive symptoms were associated with different aspects in TCS studies.


Assuntos
Transtorno Depressivo/complicações , Transtorno Depressivo/diagnóstico por imagem , Doença de Parkinson/complicações , Doença de Parkinson/diagnóstico por imagem , Núcleos da Rafe/diagnóstico por imagem , Ecoencefalografia , Feminino , Humanos , Pacientes Internados , Masculino , Pessoa de Meia-Idade , Pacientes Ambulatoriais , Escalas de Graduação Psiquiátrica , Núcleo Rubro/diagnóstico por imagem , Índice de Gravidade de Doença
20.
Acta Neurol Belg ; 124(4): 1335-1342, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38644442

RESUMO

INTRODUCTION: There are rising evidences that subcortical structures, including the basal ganglia, are affected in patients with epilepsy. These structures are thought to influence the modulation and phenotypic expression of epileptic seizures. Our study aimed to evaluate the presence of structural abnormalities in subcortical structures in patients with juvenile myoclonic epilepsy (JME). METHODS: This cross-sectional study included 51 patients who were diagnosed with JME and who were monitored on an outpatient basis at the Clinic for Neurology and Psychiatry for Children and Youth in Belgrade from January 1985 to October 2017. All patients underwent transcranial parenchymal sonography (TCS) from October 2015 to October 2017. Relation of clinical parameters (seizure control andcognitive functioning,) with TCS results was assessed. RESULTS: Hyperechogenicity of the substantia nigra (SN) was detected in 37.2% of JME subjects and it was significantly more common in patients with JME than in the control group. The marked echogenicity of the red nucleus (RN) was detected in 17.6% of cases, while 11.8% of subjects had hyperechogenic RN. The presence of hyperechogenic RN (both right and left) was significantly more frequent in the group of patients with JME compared to the control group. The third ventricle diameter was larger in patients with JME than in controls. CONCLUSION: Structural changes of certain subcortical structures, primarily SN and RN, detected in JME patients indicate additional non-lesional abnormalities of the basal ganglia and midbrain structures in these patients.


Assuntos
Epilepsia Mioclônica Juvenil , Humanos , Masculino , Feminino , Epilepsia Mioclônica Juvenil/diagnóstico por imagem , Estudos Transversais , Adolescente , Adulto , Adulto Jovem , Ultrassonografia Doppler Transcraniana/métodos , Criança , Substância Negra/diagnóstico por imagem , Encéfalo/diagnóstico por imagem , Núcleo Rubro/diagnóstico por imagem
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