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1.
Ophthalmic Plast Reconstr Surg ; 32(2): e37-40, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-25072221

RESUMO

The authors describe the first report in the literature of central retinal artery occlusion as the presenting manifestation of sarcoidosis. A 33-year-old man with asthma, headache, and 6 days of intermittent, transient vision loss in the OS presented with persistent vision loss in the OS. Ophthalmic examination was consistent with diagnosis of central retinal artery occlusion in the OS. Vascular imaging with CT angiography revealed an incidental finding of an intraconal mass surrounding the left optic nerve and hilar lymphadenopathy. Broncho scopic lymph node biopsy demonstrated noncaseating granulomas consistent with sarcoidosis. This case proffers a unique mechanism of vision loss in sarcoidosis and highlights that atypical causes of central retinal artery occlusion must be considered in patients without typical risk factors.


Assuntos
Cegueira/etiologia , Doenças Orbitárias/complicações , Oclusão da Artéria Retiniana/etiologia , Sarcoidose/complicações , Adulto , Cegueira/fisiopatologia , Angiofluoresceinografia , Humanos , Masculino , Doenças Orbitárias/diagnóstico , Oclusão da Artéria Retiniana/diagnóstico , Sarcoidose/diagnóstico , Tomografia Computadorizada por Raios X , Acuidade Visual/fisiologia , Testes de Campo Visual , Campos Visuais/fisiologia
2.
Mov Disord ; 30(7): 928-35, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25879534

RESUMO

BACKGROUND: Varying degrees of cortical amyloid deposition are reported in the setting of Parkinsonism with cognitive impairment. We performed a systematic review to estimate the prevalence of Alzheimer disease (AD) range cortical amyloid deposition among patients with Parkinson's disease with dementia (PDD), Parkinson's disease with mild cognitive impairment (PD-MCI) and dementia with Lewy bodies (DLB). We included amyloid positron emission tomography (PET) imaging studies using Pittsburgh Compound B (PiB). METHODS: We searched the databases Ovid MEDLINE, PubMed, Embase, Scopus, and Web of Science for articles pertaining to amyloid imaging in Parkinsonism and impaired cognition. We identified 11 articles using PiB imaging to quantify cortical amyloid. We used the metan module in Stata, version 11.0, to calculate point prevalence estimates of patients with "PiB-positive" studies, that is, patients showing AD range cortical Aß-amyloid deposition. Heterogeneity was assessed. A scatterplot was used to assess publication bias. RESULTS: Overall pooled prevalence of "PiB-positive" studies across all three entities along the spectrum of Parkinson's disease and impaired cognition (specifically PDD, PD-MCI, and DLB) was 0.41 (95% confidence interval [CI], 0.24-0.57). Prevalence of "PiB-positive" studies was 0.68 (95% CI, 0.55-0.82) in the DLB group, 0.34 (95% CI, 0.13-0.56) in the PDD group, and 0.05 (95% CI, -0.07-0.17) in the PD-MCI group. CONCLUSIONS: Substantial variability occurs in the prevalence of "PiB-positive" studies in subjects with Parkinsonism and cognitive impairment. Higher prevalence of PiB-positive studies was encountered among subjects with DLB as opposed to subjects with PDD. The PD-MCI subjects showed overall lower prevalence of PiB-positive studies than reported findings in non-PD-related MCI. © 2015 International Parkinson and Movement Disorder Society.


Assuntos
Peptídeos beta-Amiloides/metabolismo , Córtex Cerebral/diagnóstico por imagem , Disfunção Cognitiva/diagnóstico por imagem , Demência/diagnóstico por imagem , Doença de Parkinson/diagnóstico por imagem , Humanos , Cintilografia
3.
Am J Med Genet A ; 164A(8): 2062-8, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24719385

RESUMO

Macrocerebellum is a rare condition characterized by enlargement of the cerebellum with conservation of the overall shape and cytoarchitecture. Here, we report on a child with a distinctive constellation of clinical features including macrocerebellum, epilepsy, apparent intellectual disability, dysautonomia, gut malrotation, and poor gut motility. Oligonucleotide chromosome microarray analysis identified a 16q24.1-q24.2 deletion that included four OMIM genes (FBXO31, MAP1LC3B, JPH3, and SLC7A5). Review of prior studies describing individuals with similar or overlapping16q24.1-q24.2 deletions identified no other reports of macrocerebellum. These observations highlight a potential genetic cause of this rare disorder and raise the possibility that one or more gene(s) in the 16q24.1-q24.2 interval regulate cerebellar development.


Assuntos
Anormalidades Múltiplas/genética , Cerebelo/anormalidades , Deleção Cromossômica , Cromossomos Humanos Par 16 , Epilepsia/genética , Deficiência Intelectual/genética , Anormalidades Múltiplas/diagnóstico , Cerebelo/patologia , Pré-Escolar , Mapeamento Cromossômico , Feminino , Estudos de Associação Genética , Humanos , Hibridização in Situ Fluorescente , Deficiência Intelectual/diagnóstico , Imageamento por Ressonância Magnética , Fenótipo
4.
Arthritis Rheum ; 64(2): 579-83, 2012 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-21913179

RESUMO

OBJECTIVE: Recent scientific findings have reinvigorated interest in examining the role of γ-aminobutyric acid (GABA), the major inhibitory central nervous system neurotransmitter, in chronic pain conditions. Decreased inhibitory neurotransmission is a proposed mechanism in the pathophysiology of chronic pain syndromes such as fibromyalgia (FM). The purpose of this study was to test the hypothesis that decreased levels of insular and anterior cingulate GABA would be present in FM patients, and that the concentration of this neurotransmitter would be correlated with pressure-pain thresholds. METHODS: Sixteen FM patients and 17 age- and sex-matched healthy controls underwent pressure-pain testing and a 3T proton magnetic resonance spectroscopy session in which the right anterior insula, right posterior insula, anterior cingulate, and occipital cortex were examined in subjects at rest. RESULTS: GABA levels in the right anterior insula were significantly lower in FM patients compared with healthy controls (mean ± SD 1.17 ± 0.24 arbitrary institutional units versus 1.42 ± 0.32 arbitrary institutional units; P = 0.016). There was a trend toward increased GABA levels in the anterior cingulate of FM patients compared with healthy controls (P = 0.06). No significant differences between groups were detected in the posterior insula or occipital cortex (P > 0.05 for all comparisons). Within the right posterior insula, higher levels of GABA were positively correlated with pressure-pain thresholds in the FM patients (Spearman's rho = 0.63; P = 0.02). CONCLUSION: Diminished inhibitory neurotransmission resulting from lower concentrations of GABA within the right anterior insula may play a role in the pathophysiology of FM and other central pain syndromes.


Assuntos
Córtex Cerebral/metabolismo , Fibromialgia/metabolismo , Ácido gama-Aminobutírico/metabolismo , Adulto , Feminino , Giro do Cíngulo/metabolismo , Humanos , Espectroscopia de Ressonância Magnética , Pessoa de Meia-Idade , Lobo Occipital/metabolismo
5.
J Pediatr ; 154(4): 573-7, 2009 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-19028392

RESUMO

OBJECTIVE: To review the clinical presentation and neuroimaging findings in patients with high clinical suspicion for non-accidental trauma (NAT) of the head, to investigate associations between imaging findings and long-term neurologic outcome in abused children. STUDY DESIGN: A retrospective review of 57 cases of NAT of the head from a single institution was performed. Neuroimaging studies (computed tomography [CT] and magnetic resonance imaging [MRI]) were reviewed by a senior neuroradiologist, a neuroradiology fellow, and a radiology resident. Clinical history and physical findings, including retinal examination, imaging, and follow-up assessment, were reviewed. RESULTS: The mean time between the patient's arrival at the hospital and CT and MRI imaging was 2.9 hours and 40.6 hours, respectively. The most common clinical presentation was mental status changes, seen in 47% of patients. The most common neuroimaging finding was subdural hematoma, seen in 86% of patients. In the 47 patients who underwent both MRI and CT, 1 case of suspected NAT was missed on head CT. CT detected signs of global ischemia in all 11 patients who died (mean time after arrival at the hospital until undergoing CT, 1.1 hours). MRI detected additional signs of injury in patients who developed mild to moderate developmental delay. CONCLUSION: CT was able to detect evidence of NAT of the head in 56 of 57 abused children included in our cohort and predicted severe neurologic injury and mortality. MRI was useful in detecting additional evidence of trauma, which can be helpful in risk stratification for neurologic outcomes as well in providing confirming evidence of repeated injury.


Assuntos
Lesões Encefálicas/patologia , Maus-Tratos Infantis/diagnóstico , Deficiências do Desenvolvimento/epidemiologia , Imageamento por Ressonância Magnética , Tomografia Computadorizada por Raios X , Lesões Encefálicas/epidemiologia , Pré-Escolar , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Valor Preditivo dos Testes , Prognóstico , Estudos Retrospectivos , Medição de Risco , Estados Unidos/epidemiologia
6.
Acad Radiol ; 26(8): 1053-1061, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-30327163

RESUMO

RATIONALE AND OBJECTIVES: Healthy aging is associated with pervasive declines in cognitive, motor, and sensory functioning. There are, however, substantial individual differences in behavioral performance among older adults. Several lines of animal research link age-related reductions of gamma-aminobutyric acid (GABA), the brain's primary inhibitory neurotransmitter, to age-related cognitive, motor, and sensory decline. Our study used proton magnetic resonance spectroscopy (MRS) at 3T to explore whether occipital GABA declines with age in humans and whether individual differences in occipital GABA are linked to individual differences in fluid processing ability. MATERIALS AND METHODS: We used a MEGA-PRESS sequence that combines frequency spectral editing with a point-resolved spectroscopy sequence to quantify GABA. Spectra were obtained from a 30 × 30 × 25 mm voxel placed in the occipital cortex of 20 young adults (mean age 20.7 years) and 18 older adults (mean age 76.5 years). Participants also performed 11 fluid processing tasks outside the scanner, the results of which were z-scored and averaged to calculate a summary measure of fluid processing ability. Regression analysis was employed to determine the relationship between GABA concentrations in the occipital cortex and a summary measure of fluid processing ability. RESULTS: Occipital GABA was significantly lower in older participants compared to the younger participants. We also observed a significant positive relationship between occipital GABA and fluid processing ability. In fact, higher GABA was associated with better task performance in 10 of the 11 tasks. CONCLUSION: These findings suggest that GABA levels decline with age in humans and are associated with declines in fluid processing ability.


Assuntos
Envelhecimento , Cognição/fisiologia , Espectroscopia de Ressonância Magnética/métodos , Lobo Occipital , Ácido gama-Aminobutírico/metabolismo , Idoso , Envelhecimento/fisiologia , Envelhecimento/psicologia , Feminino , Humanos , Masculino , Lobo Occipital/diagnóstico por imagem , Lobo Occipital/metabolismo , Adulto Jovem
7.
Acad Radiol ; 25(5): 594-598, 2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-29729856

RESUMO

Traditionally, radiologists have been responsible for the protocol of imaging studies, imaging acquisition, supervision of imaging technologists, and interpretation and reporting of imaging findings. In this article, we outline how radiology needs to change and adapt to a role of providing value-based, integrated health-care delivery. We believe that the way to best serve our specialty and our patients is to undertake a fundamental paradigm shift in how we practice. We describe the need for imaging institutes centered on disease entities (eg, lung cancer, multiple sclerosis) to not only optimize clinical care and patient outcomes, but also spur the development of a new educational focus, which will increase opportunities for medical trainees and other health professionals. These institutes will also serve as unique environments for testing and implementing new technologies and for generating new ideas for research and health-care delivery. We propose that the imaging institutes focus on how imaging practices-including new innovations-improve patient care outcomes within a specific disease framework. These institutes will allow our specialty to lead patient care, provide the necessary infrastructure for state-of-the art-education of trainees, and stimulate innovative and clinically relevant research.


Assuntos
Academias e Institutos , Diagnóstico por Imagem , Assistência ao Paciente , Radiologia/métodos , Pesquisa Biomédica , Prestação Integrada de Cuidados de Saúde , Humanos , Invenções , Assistência Centrada no Paciente , Radiologia/educação
8.
J Clin Neurosci ; 45: 311-314, 2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-28887076

RESUMO

The purpose of this study is to demonstrate the potential of diffusion tensor imaging (DTI) to reveal structural mechanisms underlying spinal ablative procedures, including percutaneous radiofrequency cordotomy (PRFC). PRFC is a surgical procedure that produces analgesia through focal ablation of the lateral spinothalamic tract (STT), thereby interrupting the flow of pain information from the periphery to the brain. To date, studies regarding mechanisms of analgesia after PRFC have been limited to postmortem cadaveric dissection and histology. However, with recent advances in DTI, the opportunity has arisen to study the STT non-invasively in vivo. In this technical note, an individual with successful pain relief following unilateral STT PRFC was examined using DTI, with the contralateral STT serving as an internal control. PRFC substantially reduced rostrocaudal directional DTI signal in the STT from the lesion in the cervical spinal cord through the pons and mesencephalon. Our findings confirm that focal ablation and anterograde degeneration accompany the analgesic effects of PRFC. In vivo imaging of the STT with DTI may contribute to surgical targeting for PRFC procedures, better understanding of the therapeutic and untoward effects of PRFC, and a deeper understanding of spinothalamic contributions to nociception.


Assuntos
Analgesia/métodos , Cordotomia/métodos , Imagem de Tensor de Difusão , Degeneração Neural/diagnóstico por imagem , Tratos Espinotalâmicos/diagnóstico por imagem , Idoso , Medula Cervical/patologia , Medula Cervical/cirurgia , Humanos , Masculino , Mesencéfalo/diagnóstico por imagem , Mesencéfalo/patologia , Ponte/diagnóstico por imagem , Ponte/patologia , Tratos Espinotalâmicos/patologia
9.
J Am Coll Radiol ; 14(3): 371-379.e1, 2017 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-27932248

RESUMO

PURPOSE: To assess the impact of structured reporting templates on the objective and subjective quality of radiology reports for brain MRIs in patients with multiple sclerosis (MS). METHODS: A HIPAA-compliant prospective quality improvement initiative was undertaken to develop and implement a 12-item structured reporting template for brain MRI examinations in patients with known or suspected MS based on published guidelines. Reports created 1 year before implementing the template served as the baseline. A random sample of 10 template and 10 non-template reports was sent to five neurologists outside the study institution with MS expertise, who reviewed the reports for comprehensiveness and quality. The number of MS-relevant elements in template and non-template reports were compared with unpaired t tests. Proportions were compared with χ2 and Fisher exact tests. RESULTS: There were 63 reports in the pre-template period and 93 reports in the post-template period. Use of the template increased over time in the post-template period (P = .04). All 12 MS-relevant findings were addressed more often and with less variability in template reports: (11.1 ± 0.7 findings versus 5.8 ± 2.2 findings in non-template reports, P < .001). Neurologists were more likely to give the template reports the highest positive rating (56% [107/190] versus 28% [56/199], P < .001) and less likely to give the template reports a lower rating (7% [13/190] versus 15% [29/199], P = .01) compared with the non-template reports. CONCLUSION: Template reporting of brain MRI examinations increases the rate at which MS-relevant findings are included in the report. Standardized reports are preferred by neurologists with MS expertise.


Assuntos
Documentação/normas , Imageamento por Ressonância Magnética/normas , Esclerose Múltipla/diagnóstico por imagem , Neuroimagem/normas , Melhoria de Qualidade , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Neurologistas , Estudos Prospectivos , Estados Unidos
10.
Pediatr Neurol ; 35(2): 126-30, 2006 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-16876010

RESUMO

The aim of this study was to evaluate the added utility of gadolinium administration in the magnetic resonance imaging evaluation of developmental delay in children less than 2 years of age. A computerized retrospective study identified all brain magnetic resonance imaging examinations using gadolinium performed at our institution from 1995-2002 for children under the age of 2 years. Review of the clinical records and magnetic resonance imaging reports identified 170 brain magnetic resonance imaging examinations that were performed for developmental delay. Magnetic resonance imaging studies with enhancing lesions were reviewed by two staff neuroradiologists and two radiology residents. Contrast administration was rated as essential, helpful, or not helpful for each study. In the 107 patients in whom developmental delay was the primary concern, there were no cases in which the findings would have been missed without gadolinium administration. In the 63 patients in whom developmental delay was a secondary concern, there were several cases (11%) where contrast was helpful but not essential in reaching a radiologic diagnosis. In conclusion, intravenous gadolinium has an extremely low yield in children under the age of 2 where developmental delay is the primary concern. In young children for whom developmental delay is a secondary concern, we advocate the use of gadolinium particularly where tumor or infection is clinically suspected.


Assuntos
Encéfalo/patologia , Meios de Contraste , Deficiências do Desenvolvimento/patologia , Gadolínio DTPA , Doenças do Prematuro/patologia , Imageamento por Ressonância Magnética , Fatores Etários , Humanos , Lactente , Recém-Nascido , Recém-Nascido Prematuro , Reprodutibilidade dos Testes , Estudos Retrospectivos
11.
Arthritis Res Ther ; 18: 40, 2016 Feb 03.
Artigo em Inglês | MEDLINE | ID: mdl-26842987

RESUMO

BACKGROUND: Fibromyalgia (FM) is a chronic, centralized pain condition characterized by alterations in the functional, chemical, and structural brain networks responsible for sensory and mood processing. Transcranial direct current stimulation (tDCS) has emerged as a potential treatment for FM. tDCS can alter functional connectivity (FC) in brain regions underneath and distant to the stimulating electrode, although the analgesic mechanisms of repetitive tDCS remain unknown. The aim of this study was to investigate how a clinically relevant schedule of tDCS sessions alters resting state FC and how these changes might relate to clinical pain. METHODS: Resting state functional magnetic resonance imaging data were collected from 12 patients with FM at baseline, after 5 days of sham treatment, and after 5 days of real tDCS with the anode over the left primary motor cortex (M1) and the cathode over the right supraorbital cortex. Seed to whole-brain FC analyses were performed with seed regions placed in bilateral M1, primary somatosensory cortices (S1), ventral lateral (VL) and ventral posterolateral (VPL) thalami, and periaqueductal gray (PAG). RESULTS: Stronger baseline FC between M1-VL thalamus, S1-anterior insula, and VL thalamus-PAG predicted greater analgesia after sham and real tDCS. Sham treatment (compared with baseline) reduced FC between the VPL thalamus, S1, and the amygdala. Real tDCS (compared with sham treatment) reduced FC between the VL thalamus, medial prefrontal, and supplementary motor cortices. Interestingly, decreased FC between the VL/VPL thalamus and posterior insula, M1, and S1 correlated with reductions in clinical pain after both sham and active treatments. CONCLUSIONS: These results suggest that while there may be a placebo response common to both sham and real tDCS, repetitive M1 tDCS causes distinct changes in FC that last beyond the stimulation period and may produce analgesia by altering thalamic connectivity.


Assuntos
Fibromialgia/terapia , Imageamento por Ressonância Magnética , Córtex Motor/fisiologia , Rede Nervosa/fisiologia , Descanso/fisiologia , Estimulação Transcraniana por Corrente Contínua/métodos , Adulto , Estudos Cross-Over , Feminino , Fibromialgia/diagnóstico , Fibromialgia/fisiopatologia , Humanos , Imageamento por Ressonância Magnética/tendências , Pessoa de Meia-Idade , Medição da Dor/métodos
12.
Neurotherapeutics ; 12(2): 403-16, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25791072

RESUMO

Amyotrophic lateral sclerosis (ALS) is characterized by progressive degeneration of upper and lower motor neurons, with variable involvement of extramotor brain regions. Currently, there are no established objective markers of upper motor neuron and extramotor involvement in ALS. Here, we review the potential diagnostic value of advanced neuroimaging techniques that are increasingly being used to study the brain in ALS. First, we discuss the role of different imaging modalities in our increasing understanding of ALS pathogenesis, and their potential to contribute to objective upper motor neuron biomarkers for the disease. Second, we discuss the challenges to be overcome and the required phases of diagnostic test development to translate imaging technology to clinical care. We also present examples of multidimensional imaging approaches to achieve high levels of diagnostic accuracy. Last, we address the role of neuroimaging in clinical therapeutic trials. Advanced neuroimaging techniques will continue to develop and offer significant opportunities to facilitate the development of new effective treatments for ALS.


Assuntos
Esclerose Lateral Amiotrófica/diagnóstico , Neuroimagem/métodos , Humanos , Processamento de Imagem Assistida por Computador
13.
Arthritis Rheumatol ; 67(2): 576-81, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25371383

RESUMO

OBJECTIVE: Transcranial direct current stimulation (tDCS) has been shown to improve pain symptoms in fibromyalgia (FM), a central pain syndrome whose underlying mechanisms are not well understood. This study was undertaken to explore the neurochemical action of tDCS in the brain of patients with FM, using proton magnetic resonance spectroscopy (1H-MRS). METHODS: Twelve patients with FM underwent sham tDCS over the left motor cortex (anode placement) and contralateral supraorbital cortex (cathode placement) for 5 consecutive days, followed by a 7-day washout period and then active tDCS for 5 consecutive days. Clinical pain assessment and 1H-MRS testing were performed at baseline, the week following the sham tDCS trial, and the week following the active tDCS trial. RESULTS: Clinical pain scores decreased significantly between the baseline and active tDCS time points (P = 0.04). Levels of glutamate + glutamine (Glx) in the anterior cingulate were significantly lower at the post­active tDCS assessment compared with the post­sham tDCS assessment (P = 0.013), and the decrease in Glx levels in the thalami between these time points approached significance (P = 0.056). From baseline to the post­sham tDCS assessment, levels of N-acetylaspartate (NAA) in the posterior insula increased significantly (P = 0.015). There was a trend toward increased levels of γ-aminobutyric acid (GABA) in the anterior insula after active tDCS, compared with baseline (P = 0.064). Baseline anterior cingulate Glx levels correlated significantly with changes in pain score, both for the time period from baseline to sham tDCS (ß1 = 1.31, P < 0.001) and for the time period from baseline to active tDCS (ß1= 1.87, P < 0.001). CONCLUSION: The present findings suggest that GABA, Glx, and NAA play an important role in the pathophysiology of FM and its modulation by tDCS.


Assuntos
Encéfalo/metabolismo , Fibromialgia/metabolismo , Fibromialgia/terapia , Córtex Motor/metabolismo , Estimulação Transcraniana por Corrente Contínua , Adulto , Ácido Aspártico/análogos & derivados , Ácido Aspártico/metabolismo , Encéfalo/patologia , Feminino , Fibromialgia/patologia , Ácido Glutâmico/metabolismo , Glutamina/metabolismo , Humanos , Estudos Longitudinais , Pessoa de Meia-Idade , Córtex Motor/patologia , Medição da Dor , Espectroscopia de Prótons por Ressonância Magnética , Resultado do Tratamento , Ácido gama-Aminobutírico/metabolismo
14.
Ann Clin Transl Neurol ; 1(2): 107-14, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25356389

RESUMO

OBJECTIVE: Reliable biomarkers for amyotrophic lateral sclerosis (ALS) are needed, given the clinical heterogeneity of the disease. Here, we provide proof-of-concept for using multimodal magnetic resonance imaging (MRI) as a diagnostic biomarker for ALS. Specifically, we evaluated the added diagnostic utility of proton magnetic resonance spectroscopy (MRS) to diffusion tensor imaging (DTI). METHODS: Twenty-nine patients with ALS and 30 age- and gender-matched healthy controls underwent brain MRI which used proton MRS including spectral editing techniques to measure γ-aminobutyric acid (GABA) and DTI to measure fractional anisotropy of the corticospinal tract. Data were analyzed using logistic regression, t-tests, and generalized linear models with leave-one-out analysis to generate and compare the resulting receiver operating characteristic (ROC) curves. RESULTS: The diagnostic accuracy is significantly improved when the MRS data were combined with the DTI data as compared to the DTI data only (area under the ROC curves (AUC) = 0.93 vs. AUC = 0.81; P = 0.05). The combined MRS and DTI data resulted in sensitivity of 0.93, specificity of 0.85, positive likelihood ratio of 6.20, and negative likelihood ratio of 0.08 whereas the DTI data only resulted in sensitivity of 0.86, specificity of 0.70, positive likelihood ratio of 2.87, and negative likelihood ratio of 0.20. INTERPRETATION: Combining multiple advanced neuroimaging modalities significantly improves disease discrimination between ALS patients and healthy controls. These results provide an important step toward advancing a multimodal MRI approach along the diagnostic test development pathway for ALS.

15.
Front Hum Neurosci ; 7: 251, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23772210

RESUMO

Amyotrophic lateral sclerosis (ALS) is a devastating disease with a lifetime risk of ∼1 in 2000. Presently, diagnosis of ALS relies on clinical assessments for upper motor neuron and lower motor neuron deficits in multiple body segments together with a history of progression of symptoms. In addition, it is common to evaluate lower motor neuron pathology in ALS by electromyography. However, upper motor neuron pathology is solely assessed on clinical grounds, thus hindering diagnosis. In the past decade magnetic resonance methods have been shown to be sensitive to the ALS disease process, namely: resting-state connectivity measured with functional MRI, cortical thickness measured by high-resolution imaging, diffusion tensor imaging (DTI) metrics such as fractional anisotropy and radial diffusivity, and more recently magnetic resonance spectroscopy (MRS) measures of gamma-aminobutyric acid concentration. In this present work we utilize independent component analysis to derive brain networks based on resting-state functional magnetic resonance imaging and use those derived networks to build a disease state classifier using machine learning (support-vector machine). We show that it is possible to achieve over 71% accuracy for disease state classification. These results are promising for the development of a clinically relevant disease state classifier. Future inclusion of other MR modalities such as high-resolution structural imaging, DTI and MRS should improve this overall accuracy.

16.
Nat Rev Neurol ; 9(9): 513-24, 2013 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-23917850

RESUMO

Amyotrophic lateral sclerosis (ALS) is a fatal motor neuron disease for which a precise cause has not yet been identified. Standard CT or MRI evaluation does not demonstrate gross structural nervous system changes in ALS, so conventional neuroimaging techniques have provided little insight into the pathophysiology of this disease. Advanced neuroimaging techniques--such as structural MRI, diffusion tensor imaging and proton magnetic resonance spectroscopy--allow evaluation of alterations of the nervous system in ALS. These alterations include focal loss of grey and white matter and reductions in white matter tract integrity, as well as changes in neural networks and in the chemistry, metabolism and receptor distribution in the brain. Given their potential for investigation of both brain structure and function, advanced neuroimaging methods offer important opportunities to improve diagnosis, guide prognosis, and direct future treatment strategies in ALS. In this article, we review the contributions made by various advanced neuroimaging techniques to our understanding of the impact of ALS on different brain regions, and the potential role of such measures in biomarker development.


Assuntos
Esclerose Lateral Amiotrófica/diagnóstico , Imageamento por Ressonância Magnética/métodos , Neuroimagem/métodos , Esclerose Lateral Amiotrófica/patologia , Esclerose Lateral Amiotrófica/fisiopatologia , Biomarcadores , História do Século XX , História do Século XXI , Humanos , Imageamento por Ressonância Magnética/história , Imageamento por Ressonância Magnética/tendências , Neuroimagem/história , Neuroimagem/tendências
17.
JAMA Neurol ; 70(8): 1009-16, 2013 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-23797905

RESUMO

IMPORTANCE: A lack of neuroinhibitory function may result in unopposed excitotoxic neuronal damage in amyotrophic lateral sclerosis (ALS). OBJECTIVE: To determine whether there are reductions in γ-aminobutyric acid (GABA) levels and elevations in glutamate-glutamine (Glx) levels in selected brain regions of patients with ALS by use of proton magnetic resonance spectroscopy. DESIGN: Case-control study using short echo time and GABA-edited proton magnetic resonance spectroscopy at 3 T with regions of interest in the left motor cortex, left subcortical white matter, and pons; data analyzed using logistic regression, t tests, and Pearson correlations; and post hoc analyses performed to investigate differences between riluzole-naive and riluzole-treated patients with ALS. SETTING: Tertiary referral center. PARTICIPANTS: Twenty-nine patients with ALS and 30 age- and sex-matched healthy controls. EXPOSURE: Fifteen patients were taking 50 mg of riluzole twice a day as part of their routine clinical care for ALS. MAIN OUTCOMES AND MEASURES: Levels of GABA, Glx, choline (a marker of cell membrane turnover), creatine (a marker of energy metabolism), myo-inositol (a marker of glial cells), and N-acetylaspartate (a marker of neuronal integrity). RESULTS: Patients with ALS had significantly lower levels of GABA in the motor cortex than did healthy controls (P < .01). Patients with ALS also had significantly lower levels of N-acetylaspartate in the motor cortex (P < .01), subcortical white matter (P < .05), and pons (P < .01) and higher levels of myo-inositol in the motor cortex (P < .001) and subcortical white matter (P < .01) than did healthy controls. Riluzole-naive patients with ALS had higher levels of Glx than did riluzole-treated patients with ALS (P < .05 for pons and motor cortex) and healthy controls (P < .05 for pons and motor cortex). Riluzole-naive patients with ALS had higher levels of creatine in the motor cortex (P < .001 for both comparisons) and subcortical white matter (P ≤ .05 for both comparisons) than did riluzole-treated patients with ALS and healthy controls. Riluzole-naive patients with ALS had higher levels of N-acetylaspartate in the motor cortex than did riluzole-treated patients with ALS (P < .01). CONCLUSIONS AND RELEVANCE: There are reduced levels of GABA in the motor cortex of patients with ALS. There are elevated levels of Glx in riluzole-naive patients with ALS compared with riluzole-treated patients with ALS and healthy controls. These results point to an imbalance between excitatory and inhibitory neurotransmitters as being important in the pathogenesis of ALS and an antiglutamatergic basis for the effects of riluzole, although additional research efforts are needed.


Assuntos
Esclerose Lateral Amiotrófica/metabolismo , Regulação para Baixo/fisiologia , Espectroscopia de Ressonância Magnética/métodos , Inibição Neural/fisiologia , Ácido gama-Aminobutírico/metabolismo , Adulto , Idoso , Esclerose Lateral Amiotrófica/tratamento farmacológico , Esclerose Lateral Amiotrófica/etiologia , Biomarcadores/metabolismo , Estudos de Casos e Controles , Regulação para Baixo/efeitos dos fármacos , Antagonistas de Aminoácidos Excitatórios/administração & dosagem , Feminino , Ácido Glutâmico/biossíntese , Ácido Glutâmico/metabolismo , Glutamina/biossíntese , Glutamina/metabolismo , Humanos , Espectroscopia de Ressonância Magnética/instrumentação , Masculino , Pessoa de Meia-Idade , Córtex Motor/efeitos dos fármacos , Córtex Motor/metabolismo , Riluzol/uso terapêutico , Regulação para Cima/efeitos dos fármacos , Regulação para Cima/fisiologia , Ácido gama-Aminobutírico/biossíntese
18.
Acad Radiol ; 20(9): 1099-106, 2013 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-23931423

RESUMO

RATIONALE AND OBJECTIVES: There have been a large number of case-control studies using diffusion tensor imaging (DTI) in amyotrophic lateral sclerosis (ALS). The objective of this study was to perform an individual patient data (IPD) meta-analysis for the estimation of the diagnostic accuracy measures of DTI in the diagnosis of ALS using corticospinal tract data. MATERIALS AND METHODS: MEDLINE, EMBASE, CINAHL, and Cochrane databases (1966-April 2011) were searched. Studies were included if they used DTI region of interest or tractography techniques to compare mean cerebral corticospinal tract fractional anisotropy values between ALS subjects and healthy controls. Corresponding authors from the identified articles were contacted to collect individual patient data. IPD meta-analysis and meta-regression were performed using Stata. Meta-regression covariate analysis included age, gender, disease duration, and Revised Amyotrophic Lateral Sclerosis Functional Rating Scale scores. RESULTS: Of 30 identified studies, 11 corresponding authors provided IPD and 221 ALS patients and 187 healthy control subjects were available for study. Pooled area under the receiver operating characteristic curve (AUC) was 0.75 (95% CI: 0.66-0.83), pooled sensitivity was 0.68 (95% CI: 0.62-0.75), and pooled specificity was 0.73 (95% CI: 0.66-0.80). Meta-regression showed no significant differences in pooled AUC for each of the covariates. There was moderate to high heterogeneity of pooled AUC estimates. Study quality was generally high. Data from 19 of the 30 eligible studies were not ascertained, raising possibility of selection bias. CONCLUSION: Using corticospinal tract individual patient data, the diagnostic accuracy of DTI appears to lack sufficient discrimination in isolation. Additional research efforts and a multimodal approach that also includes ALS mimics will be required to make neuroimaging a critical component in the workup of ALS.


Assuntos
Esclerose Lateral Amiotrófica/diagnóstico , Esclerose Lateral Amiotrófica/epidemiologia , Erros de Diagnóstico/estatística & dados numéricos , Imagem de Difusão por Ressonância Magnética/métodos , Imagem de Difusão por Ressonância Magnética/estatística & dados numéricos , Humanos , Prevalência , Reprodutibilidade dos Testes , Medição de Risco , Sensibilidade e Especificidade
19.
Acad Radiol ; 19(9): 1075-86, 2012 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-22749050

RESUMO

RATIONALE AND OBJECTIVES: A number of studies have reported decreases in fractional anistropy (FA) in amyotrophic lateral sclerosis using diffusion tensor imaging (DTI). The purpose of this study was to perform a meta-analysis in order to estimate the diagnostic test accuracy measures of DTI for the diagnosis of amyotrophic lateral sclerosis (ALS). MATERIALS AND METHODS: We searched MEDLINE (1966-April 2011), EMBASE (1999-April 2011), CINAHL (1999-April 2011), and Cochrane (2005-April 2011) databases to identify studies that measured FA in ALS subjects. Human, single-center studies using a DTI region of interest (ROI) or tractography techniques were used to compare FA values along the brain corticospinal tracts between ALS subjects and healthy controls. There were no language restrictions. Independent extraction of articles by 2 authors using predefined data fields including study quality indicators. We identified 30 case-control studies that used region of interest or tractography DTI techniques. We applied binormal receiver operative characteristic (ROC) curve analysis to assign specificity and sensitivity for each study. We applied the bivariate mixed-effects regression model using the Markov Chain Monte Carlo Simulation to calculate summary estimates for the sensitivity and specificity. We used the metan module in Stata, version 11.0, to calculate the area under the ROC curve, diagnostic odds ratio and the test effectiveness summary estimates. RESULTS: The pooled sensitivity was 0.65 (95% CI 0.61-0.69); the pooled specificity, 0.67 (95% CI 0.63-0.72); the pooled diagnostic odds ratio, 1.88 (95% CI 1.46-2.30); the pooled test effectiveness, 1.04 (95% CI 0.81-1.27); and the pooled area under the ROC curve, 0.76 (95% CI 0.71-0.81). Subanalyses comparing magnetic resonance imaging (MRI) field strength (1.5T vs. 3.0T) and brain location (corticospinal tract average vs. internal capsule) revealed no significant differences in the test accuracy measures. Reference standard used for the diagnosis of ALS was the El Escorial criteria. There was at least moderate heterogeneity between the studies. True study quality is uncertain. CONCLUSION: The discriminatory capability of DTI to make a diagnosis of ALS is only modest. There were no significant differences in the diagnostic test accuracy summary estimates with respect to MRI field strength or brain location.


Assuntos
Esclerose Lateral Amiotrófica/diagnóstico , Imagem de Tensor de Difusão/métodos , Esclerose Lateral Amiotrófica/patologia , Anisotropia , Humanos , Método de Monte Carlo , Curva ROC , Sensibilidade e Especificidade
20.
Acad Radiol ; 19(5): 607-12, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-22463961

RESUMO

RATIONALE AND OBJECTIVES: To assess differences in excitatory (glutamate/glutamine or Glx) and inhibitory (γ-Aminobutyric acid or GABA) neurotransmitter levels using MR spectroscopy in pain processing regions of the brain in patients diabetic neuropathy (DN) and positive sensory symptoms and age-matched healthy control (HC) subjects. MATERIALS AND METHODS: Seven diabetic patients (5 males, 2 females, mean age = 57.0 ± 8.5 years) with confirmed DN and positive sensory symptoms and 7 age and sex matched HC subjects (mean age = 57.7 ± 3.2 years) underwent 3 Tesla MR spectroscopy. Glx and GABA levels were quantified in the right anterior and posterior insula, anterior cingulate cortex and right thalamus. RESULTS: Mean Glx levels were significantly higher and mean GABA levels were significantly lower within the posterior insula in the DN patients compared to HC (P = 0.005 and 0.012 respectively). CONCLUSIONS: This pilot data demonstrates an excitatory/inhibitory neurotransmitter imbalance in the brain of in patients with DN and positive sensory symptoms compared to pain free HC subjects.


Assuntos
Encéfalo/metabolismo , Neuropatias Diabéticas/complicações , Neuropatias Diabéticas/metabolismo , Neurotransmissores/metabolismo , Dor/complicações , Dor/metabolismo , Feminino , Humanos , Espectroscopia de Ressonância Magnética , Masculino , Pessoa de Meia-Idade
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