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1.
Cerebellum ; 2024 Feb 16.
Artigo em Inglês | MEDLINE | ID: mdl-38363498

RESUMO

Cerebellar atrophy is the neuropathological hallmark of most ataxias. Hence, quantifying the volume of the cerebellar grey and white matter is of great interest. In this study, we aim to identify volume differences in the cerebellum between spinocerebellar ataxia type 1 (SCA1), SCA3 and SCA6 as well as multiple system atrophy of cerebellar type (MSA-C). Our cross-sectional data set comprised mutation carriers of SCA1 (N=12), SCA3 (N=62), SCA6 (N=14), as well as MSA-C patients (N=16). Cerebellar volumes were obtained from T1-weighted magnetic resonance images. To compare the different atrophy patterns, we performed a z-transformation and plotted the intercept of each patient group's model at the mean of 7 years of ataxia duration as well as at the mean ataxia severity of 14 points in the SARA sum score. In addition, we plotted the extrapolation at ataxia duration of 0 years as well as 0 points in the SARA sum score. Patients with MSA-C demonstrated the most pronounced volume loss, particularly in the cerebellar white matter, at the late time intercept. Patients with SCA6 showed a pronounced volume loss in cerebellar grey matter with increasing ataxia severity compared to all other patient groups. MSA-C, SCA1 and SCA3 showed a prominent atrophy of the cerebellar white matter. Our results (i) confirmed SCA6 being considered as a pure cerebellar grey matter disease, (ii) emphasise the involvement of cerebellar white matter in the neuropathology of SCA1, SCA3 and MSA-C, and (iii) reflect the rapid clinical progression in MSA-C.

2.
Pediatr Res ; 94(1): 356-364, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-36456690

RESUMO

BACKGROUND: The aim of this study was to determine the extent to which socioeconomic characteristics of the home and neighborhood are associated with racial inequalities in brain outcomes. METHODS: We performed a cross-sectional analysis of the baseline dataset (v.2.0.1) from the Adolescent Brain and Cognitive Development (ABCD) Study. Cognitive performance was assessed using the National Institutes of Health Toolbox (NIH-TB) cognitive battery. Standard socioeconomic indicators of the family and neighborhood were derived from census-related statistics. Cortical morphometric measures included MRI-derived thickness, area, and volume. RESULTS: 9638 children were included. Each NIH-TB cognitive measure was negatively associated with household and neighborhood socioeconomic characteristics. Differences in cognitive scores between Black or Hispanic children and other racial groups were mitigated by higher household income. Most children from lowest-income families or residents in impoverished neighborhoods were Black or Hispanic. These disparities were associated with racial differences in NIH-TB measures and mediated by smaller cortical brain volumes. CONCLUSIONS: Neighborhood socioeconomic characteristics are associated with racial differences in preadolescent brain outcomes and mitigated by greater household income. Household income mediates racial differences more strongly than neighborhood-level socioeconomic indicators in brain outcomes. Highlighting these socioeconomic risks may direct focused policy-based interventions such as allocation of community resources to ensure equitable brain outcomes in children. IMPACT: Neighborhood socioeconomic characteristics are associated with racial differences in preadolescent brain outcomes and mitigated by greater household income. Household income mediates racial differences more strongly than neighborhood-level socioeconomic indicators in brain outcomes. Highlighting these disparities related to socioeconomic risks may direct focused policy-based interventions such as allocation of community resources to ensure equitable brain outcomes in children.


Assuntos
Pobreza , Grupos Raciais , Criança , Adolescente , Humanos , Estudos Transversais , Fatores Socioeconômicos , Características de Residência , Encéfalo/diagnóstico por imagem
3.
Neuroimage ; 264: 119703, 2022 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-36349595

RESUMO

Quantifying the volume of the cerebellum and its lobes is of profound interest in various neurodegenerative and acquired diseases. Especially for the most common spinocerebellar ataxias (SCA), for which the first antisense oligonculeotide-base gene silencing trial has recently started, there is an urgent need for quantitative, sensitive imaging markers at pre-symptomatic stages for stratification and treatment assessment. This work introduces CerebNet, a fully automated, extensively validated, deep learning method for the lobular segmentation of the cerebellum, including the separation of gray and white matter. For training, validation, and testing, T1-weighted images from 30 participants were manually annotated into cerebellar lobules and vermal sub-segments, as well as cerebellar white matter. CerebNet combines FastSurferCNN, a UNet-based 2.5D segmentation network, with extensive data augmentation, e.g. realistic non-linear deformations to increase the anatomical variety, eliminating additional preprocessing steps, such as spatial normalization or bias field correction. CerebNet demonstrates a high accuracy (on average 0.87 Dice and 1.742mm Robust Hausdorff Distance across all structures) outperforming state-of-the-art approaches. Furthermore, it shows high test-retest reliability (average ICC >0.97 on OASIS and Kirby) as well as high sensitivity to disease effects, including the pre-ataxic stage of spinocerebellar ataxia type 3 (SCA3). CerebNet is compatible with FreeSurfer and FastSurfer and can analyze a 3D volume within seconds on a consumer GPU in an end-to-end fashion, thus providing an efficient and validated solution for assessing cerebellum sub-structure volumes. We make CerebNet available as source-code (https://github.com/Deep-MI/FastSurfer).


Assuntos
Aprendizado Profundo , Processamento de Imagem Assistida por Computador , Humanos , Processamento de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Reprodutibilidade dos Testes , Cerebelo/diagnóstico por imagem
4.
Hum Brain Mapp ; 43(5): 1611-1629, 2022 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-34894171

RESUMO

Cerebellar degeneration progressively impairs motor function. Recent research showed that cerebellar patients can improve motor performance with practice, but the optimal feedback type (visual, proprioceptive, verbal) for such learning and the underlying neuroplastic changes are unknown. Here, patients with cerebellar degeneration (N = 40) and age- and sex-matched healthy controls (N = 40) practiced single-joint, goal-directed forearm movements for 5 days. Cerebellar patients improved performance during visuomotor practice, but a training focusing on either proprioceptive feedback, or explicit verbal feedback and instruction did not show additional benefits. Voxel-based morphometry revealed that after training gray matter volume (GMV) was increased prominently in the visual association cortices of controls, whereas cerebellar patients exhibited GMV increase predominantly in premotor cortex. The premotor cortex as a recipient of cerebellar efferents appears to be an important hub in compensatory remodeling following damage of the cerebro-cerebellar motor system.


Assuntos
Imageamento por Ressonância Magnética , Doenças Neurodegenerativas , Encéfalo/diagnóstico por imagem , Cerebelo/diagnóstico por imagem , Substância Cinzenta/diagnóstico por imagem , Humanos
5.
J Epidemiol ; 32(7): 314-322, 2022 07 05.
Artigo em Inglês | MEDLINE | ID: mdl-33642515

RESUMO

BACKGROUND: As the proportion of visceral (VAT) to subcutaneous adipose tissue (SAT) may contribute to type 2 diabetes (T2D) development, we examined this relation in a cross-sectional design within the Multiethnic Cohort that includes Japanese Americans known to have high VAT. The aim was to understand how ectopic fat accumulation differs by glycemic status across ethnic groups with disparate rates of obesity, T2D, and propensity to accumulate VAT. METHODS: In 2013-2016, 1,746 participants aged 69.2 (standard deviation, 2.7) years from five ethnic groups completed questionnaires, blood collections, and whole-body dual X-ray absorptiometry and abdominal magnetic resonance imaging scans. Participants with self-reported T2D and/or medication were classified as T2D, those with fasting glucose >125 and 100-125 mg/dL as undiagnosed cases (UT2D) and prediabetes (PT2D), respectively. Using linear regression, we estimated adjusted means of adiposity measures by T2D status. RESULTS: Overall, 315 (18%) participants were classified as T2D, 158 (9%) as UT2D, 518 (30%) as PT2D, and 755 (43%) as normoglycemic (NG), with significant ethnic differences (P < 0.0001). In fully adjusted models, VAT, VAT/SAT, and percent liver fat increased significantly from NG, PT2D, UT2D, to T2D (P < 0.001). Across ethnic groups, the VAT/SAT ratio was lowest for NG participants and highest for T2D cases. Positive trends were observed in all groups except African Americans, with highest VAT/SAT in Japanese Americans. CONCLUSION: These findings indicate that VAT plays an important role in T2D etiology, in particular among Japanese Americans with high levels of ectopic adipose tissue, which drives the development of T2D to a greater degree than in other ethnic groups.


Assuntos
Adiposidade , Diabetes Mellitus Tipo 2 , Idoso , Distribuição da Gordura Corporal , Estudos Transversais , Diabetes Mellitus Tipo 2/epidemiologia , Diabetes Mellitus Tipo 2/metabolismo , Glucose/metabolismo , Humanos , Gordura Intra-Abdominal , Obesidade , Fenótipo
6.
Adv Exp Med Biol ; 1378: 53-73, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35902465

RESUMO

Fear is an important emotion for survival, and the cerebellum has been found to contribute not only to innate affective and defensive behavior, but also to learned fear responses. Acquisition and retention of fear conditioned bradycardia and freezing have been shown to depend on the integrity of the cerebellar vermis in rodents. There is a considerable number of brain imaging studies, which observe activation of the human cerebellum in fear conditioning paradigms. Different to what one may expect based on the initial cerebellar lesion studies, activations related to the learned prediction of threat go well beyond the vermis, and are most prominent in the lateral cerebellum. Different parts of the cerebellum likely contribute to learning of autonomic, motor, emotional and cognitive responses involved in classical fear conditioning. The neural operation which is performed in the various parts of the cerebellum is frequently assumed to be the same. One hypothesis is that the cerebellum acts as, or is part of, a predictive device. More recent findings will be discussed that the cerebellum may not only be involved in the processing of sensory prediction errors, but also in the processing of reward and reward prediction errors, which may play a central role in emotions and emotional learning. Current knowledge about the intrinsic learning mechanisms underlying fear memory in the cerebellum, and its connections with subcortical and cortical fear circuitry will be presented. The chapter will conclude with a discussion on how disordered cerebellar fear learning may contribute to affective disorders.


Assuntos
Cerebelo , Condicionamento Clássico , Cerebelo/fisiologia , Condicionamento Clássico/fisiologia , Emoções/fisiologia , Medo/fisiologia , Humanos , Aprendizagem
7.
Hum Brain Mapp ; 42(6): 1641-1656, 2021 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-33410575

RESUMO

Several diffusion tensor imaging studies reveal that white matter (WM) lesions are common in children suffering from benign cerebellar tumours who are treated with surgery only. The clinical implications of WM alterations that occur as a direct consequence of cerebellar disease have not been thoroughly studied. Here, we analysed structural and diffusion imaging data from cerebellar patients with chronic surgical lesions after resection for benign cerebellar tumours. We aimed to elucidate the impact of focal lesions of the cerebellum on WM integrity across the entire brain, and to investigate whether WM deficits were associated with behavioural impairment in three different motor tasks. Lesion symptom mapping analysis suggested that lesions in critical cerebellar regions were related to deficits in savings during an eyeblink conditioning task, as well as to deficits in motor action timing. Diffusion imaging analysis of cerebellar WM indicated that better behavioural performance was associated with higher fractional anisotropy (FA) in the superior cerebellar peduncle, cerebellum's main outflow path. Moreover, voxel-wise analysis revealed a global pattern of WM deficits in patients within many cerebral WM tracts critical for motor and non-motor function. Finally, we observed a positive correlation between FA and savings within cerebello-thalamo-cortical pathways in patients but not in controls, showing that saving effects partly depend on extracerebellar areas, and may be recruited for compensation. These results confirm that the cerebellum has extended connections with many cerebral areas involved in motor/cognitive functions, and the observed WM changes likely contribute to long-term clinical deficits of posterior fossa tumour survivors.


Assuntos
Sobreviventes de Câncer , Doenças Cerebelares/patologia , Doenças Cerebelares/cirurgia , Disfunção Cognitiva/fisiopatologia , Leucoencefalopatias/patologia , Leucoencefalopatias/fisiopatologia , Procedimentos Neurocirúrgicos/efeitos adversos , Desempenho Psicomotor/fisiologia , Adolescente , Adulto , Doenças Cerebelares/diagnóstico por imagem , Neoplasias Cerebelares/cirurgia , Disfunção Cognitiva/etiologia , Condicionamento Clássico/fisiologia , Imagem de Tensor de Difusão , Feminino , Humanos , Leucoencefalopatias/diagnóstico por imagem , Leucoencefalopatias/etiologia , Masculino , Atividade Motora/fisiologia , Adulto Jovem
8.
J Neuroinflammation ; 17(1): 230, 2020 Aug 06.
Artigo em Inglês | MEDLINE | ID: mdl-32758262

RESUMO

OBJECTIVE: Cognitive deficits and microstructural brain abnormalities are well documented in HIV-positive individuals (HIV+). This study evaluated whether chronic marijuana (MJ) use contributes to additional cognitive deficits or brain microstructural abnormalities that may reflect neuroinflammation or neuronal injury in HIV+. METHOD: Using a 2 × 2 design, 44 HIV+ participants [23 minimal/no MJ users (HIV+), 21 chronic active MJ users (HIV + MJ)] were compared to 46 seronegative participants [24 minimal/no MJ users (SN) and 22 chronic MJ users (SN + MJ)] on neuropsychological performance (7 cognitive domains) and diffusion tensor imaging metrics, using an automated atlas to assess fractional anisotropy (FA), axial (AD), radial (RD), and mean (MD) diffusivities, in 18 cortical and 4 subcortical brain regions. RESULTS: Compared to SN and regardless of MJ use, the HIV+ group had lower FA and higher diffusivities in multiple white matter and subcortical structures (p < 0.001-0.050), as well as poorer cognition in Fluency (p = 0.039), Attention/Working Memory (p = 0.009), Learning (p = 0.014), and Memory (p = 0.028). Regardless of HIV serostatus, MJ users had lower AD in uncinate fasciculus (p = 0.024) but similar cognition as nonusers. HIV serostatus and MJ use showed an interactive effect on mean diffusivity in the right globus pallidus but not on cognitive function. Furthermore, lower FA in left anterior internal capsule predicted poorer Fluency across all participants and worse Attention/Working Memory in all except SN subjects, while higher diffusivities in several white matter tracts also predicted lower cognitive domain Z-scores. Lastly, MJ users with or without HIV infection showed greater than normal age-dependent FA declines in superior longitudinal fasciculus, external capsule, and globus pallidus. CONCLUSIONS: Our findings suggest that, except in the globus pallidus, chronic MJ use had no additional negative influence on brain microstructure or neurocognitive deficits in HIV+ individuals. However, lower AD in the uncinate fasciculus of MJ users suggests axonal loss in this white matter tract that connects to cannabinoid receptor rich brain regions that are involved in verbal memory and emotion. Furthermore, the greater than normal age-dependent FA declines in the white matter tracts and globus pallidus in MJ users suggest that older chronic MJ users may eventually have lesser neuronal integrity in these brain regions.


Assuntos
Encéfalo/patologia , Transtornos Cognitivos/patologia , Infecções por HIV/patologia , Uso da Maconha/patologia , Adolescente , Adulto , Idoso , Encéfalo/diagnóstico por imagem , Transtornos Cognitivos/diagnóstico por imagem , Transtornos Cognitivos/etiologia , Imagem de Tensor de Difusão , Feminino , Infecções por HIV/complicações , Infecções por HIV/diagnóstico por imagem , Humanos , Masculino , Pessoa de Meia-Idade , Testes Neuropsicológicos , Substância Branca/diagnóstico por imagem , Substância Branca/patologia , Adulto Jovem
9.
Neurobiol Learn Mem ; 169: 107185, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-32061996

RESUMO

In the present study extinction and renewal of cognitive associations were assessed in two experiments in participants with focal and degenerative cerebellar disease. Using a predictive learning task, participants had to learn by trial and error the relationships between food items and the occurrence of stomach trouble in a hypothetical patient. In the first experiment, focus was on renewal effects. Participants with chronic cerebellar stroke (n = 14; mean age 50.9 ± 12 years), participants with degenerative cerebellar disease (n = 16; mean age 58 ± 12 years), age-, sex-, and education matched controls (n = 20; mean age 53.7 ± 10.8 years) and young controls (n = 19; mean age 23.2 ± 2.7 years) were tested. Acquisition and extinction of food-stomach trouble associations took part in two different contexts (represented by restaurants). In a subsequent test phase, food stimuli were presented in both contexts and no feedback was given. This allowed testing for renewal of the initially acquired associations in the acquisition context. Acquisition and extinction learning were not significantly different between groups. Significant renewal effects were present in young controls only. In the second experiment, focus was on extinction. To control for age effects, 19 young participants with chronic surgical lesions of the cerebellum (mean age 25.6 ± 6.1 years), and 24 age-, sex- and education-matched healthy controls were tested. Acquisition and extinction of food-stomach trouble associations took part in the same context. In the extinction phase, the relationship with stomach trouble was reversed in some of the food items. Acquisition and extinction learning were not significantly different between groups. The main finding of the present study was preserved extinction of learned cognitive associations in participants with chronic cerebellar disease. Findings agree with previous observations in the literature that cognitive abnormalities are frequently absent or weak in adults with cerebellar disease. This does not exclude a contribution of the cerebellum to extinction of learned associations. For example, findings may be different in more challenging cognitive tasks, and in participants with acute cerebellar disease with no time for compensation.


Assuntos
Aprendizagem por Associação/fisiologia , Doenças Cerebelares/psicologia , Extinção Psicológica/fisiologia , Adulto , Idoso , Doenças Cerebelares/diagnóstico por imagem , Doenças Cerebelares/patologia , Feminino , Humanos , Curva de Aprendizado , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Adulto Jovem
10.
Cerebellum ; 18(2): 166-177, 2019 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-30155831

RESUMO

Extinction of conditioned aversive responses (CR) has been shown to be context-dependent. The hippocampus and prefrontal cortex are of particular importance. The cerebellum may contribute to context-related processes because of its known connections with the hippocampus and prefrontal cortex. Context dependency of extinction can be demonstrated by the renewal effect. When CR acquisition takes place in context A and is extinguished in context B, renewal refers to the recovery of the CR in context A (A-B-A paradigm). In the present study acquisition, extinction and renewal of classically conditioned eyeblink responses were tested in 18 patients with subacute focal cerebellar lesions and 18 age- and sex-matched healthy controls. Standard delay eyeblink conditioning was performed using an A-B-A paradigm. All cerebellar patients underwent a high-resolution T1-weighted brain MRI scan to perform lesion-symptom mapping. CR acquisition was not significantly different between cerebellar and control participants allowing to draw conclusions on extinction. CR extinction was significantly less in cerebellar patients. Reduction of CR extinction tended to be more likely in patients with lesions in the lateral parts of lobule VI and Crus I. A significant renewal effect was present in controls only. The present data provide further evidence that the cerebellum contributes to extinction of conditioned eyeblink responses. Because acquisition was preserved and extinction took place in another context than acquisition, more lateral parts of the cerebellar hemisphere may contribute to context-related processes. Furthermore, lack of renewal in cerebellar patients suggest a contribution of the cerebellum to context-related processes.


Assuntos
Doenças Cerebelares/fisiopatologia , Condicionamento Palpebral/fisiologia , Extinção Psicológica , Adulto , Idoso , Idoso de 80 Anos ou mais , Doenças Cerebelares/diagnóstico por imagem , Doenças Cerebelares/psicologia , Extinção Psicológica/fisiologia , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Adulto Jovem
12.
Ann Neurol ; 81(1): 17-34, 2017 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-27761943

RESUMO

OBJECTIVE: We aimed to evaluate the effectiveness of an adaptive working memory (WM) training (WMT) program, the corresponding neural correlates, and LMX1A-rs4657412 polymorphism on the adaptive WMT, in human immunodeficiency virus (HIV) participants compared to seronegative (SN) controls. METHODS: A total of 201 of 206 qualified participants completed baseline assessments before randomization to 25 sessions of adaptive WMT or nonadaptive WMT. A total of 74 of 76 (34 HIV, 42 SN) completed adaptive WMT and all 40 completed nonadaptive WMT (20 HIV, 20 SN) and were assessed after 1 month, and 55 adaptive WMT participants were also assessed after 6 months. Nontrained near-transfer WM tests (Digit-Span, Spatial-Span), self-reported executive functioning, and functional magnetic resonance images during 1-back and 2-back tasks were performed at baseline and each follow-up visit, and LMX1A-rs4657412 was genotyped in all participants. RESULTS: Although HIV participants had slightly lower cognitive performance and start index than SN at baseline, both groups improved on improvement index (>30%; false discovery rate [FDR] corrected p < 0.0008) and nontrained WM tests after adaptive WMT (FDR corrected, p ≤ 0.001), but not after nonadaptive WMT (training by training type corrected, p = 0.01 to p = 0.05) 1 month later. HIV participants (especially LMX1A-G carriers) also had poorer self-reported executive functioning than SN, but both groups reported improvements after adaptive WMT (Global: training FDR corrected, p = 0.004), and only HIV participants improved after nonadaptive WMT. HIV participants also had greater frontal activation than SN at baseline, but brain activation decreased in both groups at 1 and 6 months after adaptive WMT (FDR corrected, p < 0.0001), with normalization of brain activation in HIV participants, especially the LMX1A-AA carriers (LMX1A genotype by HIV status, cluster-corrected-p < 0.0001). INTERPRETATION: Adaptive WMT, but not nonadaptive WMT, improved WM performance in both SN and HIV participants, and the accompanied decreased or normalized brain activation suggest improved neural efficiency, especially in HIV-LMX1A-AA carriers who might have greater dopaminergic reserve. These findings suggest that adaptive WMT may be an effective adjunctive therapy for WM deficits in HIV participants. ANN NEUROL 2017;81:17-34.


Assuntos
Lobo Frontal/fisiologia , Soropositividade para HIV/fisiopatologia , Soropositividade para HIV/psicologia , Aprendizagem/fisiologia , Memória de Curto Prazo/fisiologia , Função Executiva , Feminino , Genótipo , Humanos , Proteínas com Homeodomínio LIM/genética , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Testes Neuropsicológicos , Fatores de Transcrição/genética
13.
Hum Brain Mapp ; 38(8): 3957-3974, 2017 08.
Artigo em Inglês | MEDLINE | ID: mdl-28474470

RESUMO

Classical delay eyeblink conditioning is likely the most commonly used paradigm to study cerebellar learning. As yet, few studies have focused on extinction and savings of conditioned eyeblink responses (CRs). Saving effects, which are reflected in a reacquisition after extinction that is faster than the initial acquisition, suggest that learned associations are at least partly preserved during extinction. In this study, we tested the hypothesis that acquisition-related plasticity is nihilated during extinction in the cerebellar cortex, but retained in the cerebellar nuclei, allowing for faster reacquisition. Changes of 7 T functional magnetic resonance imaging (fMRI) signals were investigated in the cerebellar cortex and nuclei of young and healthy human subjects. Main effects of acquisition, extinction, and reacquisition against rest were calculated in conditioned stimulus-only trials. First-level ß values were determined for a spherical region of interest (ROI) around the acquisition peak voxel in lobule VI, and dentate and interposed nuclei ipsilateral to the unconditioned stimulus. In the cerebellar cortex and nuclei, fMRI signals were significantly lower in extinction compared to acquisition and reacquisition, but not significantly different between acquisition and reacquisition. These findings are consistent with the theory of bidirectional learning in both the cerebellar cortex and nuclei. It cannot explain, however, why conditioned responses reappear almost immediately in reacquisition following extinction. Although the present data do not exclude that part of the initial memory remains in the cerebellum in extinction, future studies should also explore changes in extracerebellar regions as a potential substrate of saving effects. Hum Brain Mapp 38:3957-3974, 2017. © 2017 Wiley Periodicals, Inc.


Assuntos
Córtex Cerebelar/fisiologia , Condicionamento Palpebral/fisiologia , Extinção Psicológica/fisiologia , Imageamento por Ressonância Magnética , Adolescente , Adulto , Análise de Variância , Piscadela/fisiologia , Mapeamento Encefálico , Córtex Cerebelar/diagnóstico por imagem , Núcleos Cerebelares/diagnóstico por imagem , Núcleos Cerebelares/fisiologia , Feminino , Humanos , Imageamento por Ressonância Magnética/instrumentação , Masculino , Testes Neuropsicológicos , Adulto Jovem
14.
Neuroimage ; 124(Pt B): 1149-1154, 2016 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-25937488

RESUMO

The main objective of the multi-site Pediatric Imaging, Neurocognition, and Genetics (PING) study was to create a large repository of standardized measurements of behavioral and imaging phenotypes accompanied by whole genome genotyping acquired from typically-developing children varying widely in age (3 to 20 years). This cross-sectional study produced sharable data from 1493 children, and these data have been described in several publications focusing on brain and cognitive development. Researchers may gain access to these data by applying for an account on the PING portal and filing a data use agreement. Here we describe the recruiting and screening of the children and give a brief overview of the assessments performed, the imaging methods applied, the genetic data produced, and the numbers of cases for whom different data types are available. We also cite sources of more detailed information about the methods and data. Finally we describe the procedures for accessing the data and for using the PING data exploration portal.


Assuntos
Cognição , Bases de Dados Factuais , Genética , Disseminação de Informação/métodos , Neuroimagem , Pediatria , Adolescente , Criança , Pré-Escolar , Estudos de Coortes , Estudos Transversais , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Masculino , Imagem Multimodal , Testes Neuropsicológicos , Seleção de Pacientes , Valores de Referência , Adulto Jovem
15.
Cerebellum ; 15(1): 21-25, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26521073

RESUMO

Magnetic resonance imaging (MRI) of the brain is of high interest for diagnosing and understanding degenerative ataxias. Here, we present state-of-the-art MRI methods to characterize structural alterations of the cerebellum and introduce initial experiments to show abnormalities in the cerebellar nuclei. Clinically, T1-weighted MR images are used to assess atrophy of the cerebellar cortex, the brainstem, and the spinal cord, whereas T2-weighted and PD-weighted images are typically employed to depict potential white matter lesions that may be associated with certain types of ataxias. More recently, attention has also focused on the characterization of the cerebellar nuclei, which are discernible on spatially highly resolved iron-sensitive MR images due to their relatively high iron content, including T2 (*)-weighted images, susceptibility-weighted images (SWI), effective transverse relaxation rate (R2 (*)) maps, and quantitative susceptibility maps (QSM). Among these iron-sensitive techniques, QSM reveals the best contrast between cerebellar nuclei and their surroundings. In particular, the gyrification of the dentate nuclei is prominently depicted, even at the clinically widely available field strength of 3 T. The linear relationship between magnetic susceptibility and local iron content allows for determination of iron deposition in cerebellar nuclei non-invasively. The increased signal-to-noise ratio of ultrahigh-field MRI (B0 ≥ 7 T) and advances in spatial normalization methods enable functional MRI (fMRI) at the level of the cerebellar cortex and cerebellar nuclei. Data from initial fMRI studies are presented in three common forms of hereditary ataxias (Friedreich's ataxia, spinocerebellar ataxia type 3, and spinocerebellar ataxia type 6). Characteristic changes in the fMRI signal are discussed in the light of histopathological data and current knowledge of the underlying physiology of the fMRI signal in the cerebellum.


Assuntos
Ataxia Cerebelar/patologia , Cerebelo/irrigação sanguínea , Cerebelo/patologia , Imageamento por Ressonância Magnética , Humanos , Processamento de Imagem Assistida por Computador , Oxigênio/sangue
17.
Proc Natl Acad Sci U S A ; 109(49): 20089-94, 2012 Dec 04.
Artigo em Inglês | MEDLINE | ID: mdl-23169628

RESUMO

It is now recognized that a number of cognitive, behavioral, and mental health outcomes across the lifespan can be traced to fetal development. Although the direct mediation is unknown, the substantial variance in fetal growth, most commonly indexed by birth weight, may affect lifespan brain development. We investigated effects of normal variance in birth weight on MRI-derived measures of brain development in 628 healthy children, adolescents, and young adults in the large-scale multicenter Pediatric Imaging, Neurocognition, and Genetics study. This heterogeneous sample was recruited through geographically dispersed sites in the United States. The influence of birth weight on cortical thickness, surface area, and striatal and total brain volumes was investigated, controlling for variance in age, sex, household income, and genetic ancestry factors. Birth weight was found to exert robust positive effects on regional cortical surface area in multiple regions as well as total brain and caudate volumes. These effects were continuous across birth weight ranges and ages and were not confined to subsets of the sample. The findings show that (i) aspects of later child and adolescent brain development are influenced at birth and (ii) relatively small differences in birth weight across groups and conditions typically compared in neuropsychiatric research (e.g., Attention Deficit Hyperactivity Disorder, schizophrenia, and personality disorders) may influence group differences observed in brain parameters of interest at a later stage in life. These findings should serve to increase our attention to early influences.


Assuntos
Peso ao Nascer/fisiologia , Encéfalo/crescimento & desenvolvimento , Desenvolvimento Fetal/fisiologia , Adolescente , Fatores Etários , Encéfalo/anatomia & histologia , Criança , Feminino , Humanos , Processamento de Imagem Assistida por Computador , Recém-Nascido , Imageamento por Ressonância Magnética , Masculino , Tamanho do Órgão , Análise de Regressão , Fatores Sexuais , Fatores Socioeconômicos , Estados Unidos , Adulto Jovem
18.
Proc Natl Acad Sci U S A ; 109(48): 19620-5, 2012 Nov 27.
Artigo em Inglês | MEDLINE | ID: mdl-23150548

RESUMO

Self-regulation refers to the ability to control behavior, cognition, and emotions, and self-regulation failure is related to a range of neuropsychiatric problems. It is poorly understood how structural maturation of the brain brings about the gradual improvement in self-regulation during childhood. In a large-scale multicenter effort, 735 children (4-21 y) underwent structural MRI for quantification of cortical thickness and surface area and diffusion tensor imaging for quantification of the quality of major fiber connections. Brain development was related to a standardized measure of cognitive control (the flanker task from the National Institutes of Health Toolbox), a critical component of self-regulation. Ability to inhibit responses and impose cognitive control increased rapidly during preteen years. Surface area of the anterior cingulate cortex accounted for a significant proportion of the variance in cognitive performance. This finding is intriguing, because characteristics of the anterior cingulum are shown to be related to impulse, attention, and executive problems in neurodevelopmental disorders, indicating a neural foundation for self-regulation abilities along a continuum from normality to pathology. The relationship was strongest in the younger children. Properties of large-fiber connections added to the picture by explaining additional variance in cognitive control. Although cognitive control was related to surface area of the anterior cingulate independently of basic processes of mental speed, the relationship between white matter quality and cognitive control could be fully accounted for by speed. The results underscore the need for integration of different aspects of brain maturation to understand the foundations of cognitive development.


Assuntos
Encéfalo/fisiologia , Adolescente , Adulto , Encéfalo/crescimento & desenvolvimento , Criança , Pré-Escolar , Humanos , Imageamento por Ressonância Magnética , Adulto Jovem
19.
Proc Natl Acad Sci U S A ; 109(10): 3985-90, 2012 Mar 06.
Artigo em Inglês | MEDLINE | ID: mdl-22343285

RESUMO

Visual cortical surface area varies two- to threefold between human individuals, is highly heritable, and has been correlated with visual acuity and visual perception. However, it is still largely unknown what specific genetic and environmental factors contribute to normal variation in the area of visual cortex. To identify SNPs associated with the proportional surface area of visual cortex, we performed a genome-wide association study followed by replication in two independent cohorts. We identified one SNP (rs6116869) that replicated in both cohorts and had genome-wide significant association (P(combined) = 3.2 × 10(-8)). Furthermore, a metaanalysis of imputed SNPs in this genomic region identified a more significantly associated SNP (rs238295; P = 6.5 × 10(-9)) that was in strong linkage disequilibrium with rs6116869. These SNPs are located within 4 kb of the 5' UTR of GPCPD1, glycerophosphocholine phosphodiesterase GDE1 homolog (Saccharomyces cerevisiae), which in humans, is more highly expressed in occipital cortex compared with the remainder of cortex than 99.9% of genes genome-wide. Based on these findings, we conclude that this common genetic variation contributes to the proportional area of human visual cortex. We suggest that identifying genes that contribute to normal cortical architecture provides a first step to understanding genetic mechanisms that underlie visual perception.


Assuntos
Variação Genética , Diester Fosfórico Hidrolases/genética , Adolescente , Adulto , Idoso , Encéfalo/patologia , Mapeamento Encefálico/métodos , Estudos de Coortes , Diagnóstico por Imagem/métodos , Feminino , Estudo de Associação Genômica Ampla , Genômica , Genótipo , Humanos , Masculino , Pessoa de Meia-Idade , Modelos Genéticos , Polimorfismo de Nucleotídeo Único , Saccharomyces cerevisiae/metabolismo , Córtex Visual/anatomia & histologia , Córtex Visual/patologia
20.
J Magn Reson Imaging ; 40(6): 1355-64, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24227696

RESUMO

PURPOSE: To assess the feasibility of a 7 Tesla (T) MR cholangiopancreatography (MRCP) protocol to image the morphology and detect and intraindividually monitor pathological changes of the biliopancreatic tract in a mouse model of primary sclerosing cholangitis (PSC). MATERIALS AND METHODS: Six female Mdr2(Abcb)(-/-) mice, a well-established model of PSC, were imaged five times during weeks 10-19. Three wild-type controls were imaged at age 15 weeks. MRCP acquisition with three-dimensional fast recovery fast spin echo sequences (3D-FRFSE) was performed using three sequences with different resolutions, repetition times (TR), and with/without respiration-gating in a 7 T preclinical MRI system. Image quality and visualization of five biliopancreatic structures were evaluated by three independent readers. RESULTS: Image quality was rated diagnostically sufficient in 86% of the datasets acquired without gating and in 100% for the respiration-gated sequences. Intrahepatic ducts were well visualized (≥ 97%) in Mdr2(-/-) mice. Stenoses and dilatations of the biliary ducts were intraindividually monitored. Progression and regression of bile duct pathologies were sufficiently assessed during the observation time. CONCLUSION: High-quality respiration-gated MRCP of the Mdr2(-/-) PSC model at 7 T allows for in vivo imaging of murine biliopancreatic tract and monitoring of bile duct pathologies, permitting longitudinal intraindividual studies in murine models of inflammatory bile duct diseases.


Assuntos
Sistema Biliar/patologia , Colangiopancreatografia por Ressonância Magnética/métodos , Colangite Esclerosante/patologia , Interpretação de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Pâncreas/patologia , Animais , Estudos de Viabilidade , Feminino , Aumento da Imagem/métodos , Camundongos , Camundongos Nus , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
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