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1.
J Neurosci ; 39(46): 9251-9260, 2019 11 13.
Artigo em Inglês | MEDLINE | ID: mdl-31537705

RESUMO

Dravet syndrome (DS) is a severe early-onset epilepsy associated with heterozygous loss-of-function mutations in SCN1A Animal models of DS with global Scn1a haploinsufficiency recapitulate the DS phenotype, including seizures, premature death, and impaired spatial memory performance. Spatial memory requires hippocampal sharp-wave ripples (SPW-Rs), which consist of high-frequency field potential oscillations (ripples, 100-260 Hz) superimposed on a slower SPW. Published in vitro electrophysiologic recordings in DS mice demonstrate reduced firing of GABAergic inhibitory neurons, which are essential for the formation of SPW-R complexes. Here, in vivo electrophysiologic recordings of hippocampal local field potential in both male and female mice demonstrate that Scn1a haploinsufficiency slows intrinsic ripple frequency and reduces the rate of SPW-R occurrence. In DS mice, peak ripple-band power is shifted to lower frequencies, average intertrough intervals of individually detected ripples are slower, and the rate of SPW-R generation is reduced, while SPW amplitude remains unaffected. These alterations in SPW-R properties, in combination with published reductions in interneuron function in DS, suggest a direct link between reduced inhibitory neuron excitability and impaired SPW-R function. A simple interconnected, conductance-based in silico interneuron network model was used to determine whether reduced sodium conductance is sufficient to slow ripple frequency, and stimulation with a modeled SPW demonstrates that reduced sodium conductance alone is sufficient to slow oscillatory frequencies. These findings forge a potential mechanistic link between impaired SPW-R generation and Scn1a mutation in DS mice, expanding the set of disorders in which SPW-R dysfunction contributes to impaired memory.SIGNIFICANCE STATEMENT Disruption of sharp-wave ripples, a characteristic hippocampal rhythm coordinated by the precise timing of GABAergic interneurons, impairs spatial learning and memory. Prior in vitro patch-clamp recordings in brain slices from genetic mouse models of Dravet syndrome (DS) reveal reduced sodium current and excitability in GABAergic interneurons but not excitatory cells, suggesting a causal role for impaired interneuron activity in seizures and cognitive impairment. Here, heterozygous Scn1a mutation in DS mice reduces hippocampal sharp-wave ripple occurrence and slows internal ripple frequency in vivo and a simple in silico model demonstrates reduction in interneuron function alone is sufficient to slow model oscillations. Together, these findings provide a plausible pathophysiologic mechanism for Scn1a gene mutation to impair spatial memory.


Assuntos
Ondas Encefálicas , Epilepsias Mioclônicas/fisiopatologia , Hipocampo/fisiopatologia , Canal de Sódio Disparado por Voltagem NAV1.1/fisiologia , Neurônios/fisiologia , Animais , Modelos Animais de Doenças , Feminino , Neurônios GABAérgicos/fisiologia , Haploinsuficiência , Interneurônios/fisiologia , Masculino , Camundongos Endogâmicos C57BL , Modelos Neurológicos , Canal de Sódio Disparado por Voltagem NAV1.1/genética
2.
Neurobiol Dis ; 77: 141-54, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25766678

RESUMO

Dravet Syndrome (DS) is caused by heterozygous loss-of-function mutations in voltage-gated sodium channel NaV1.1. Our mouse genetic model of DS recapitulates its severe seizures and premature death. Sleep disturbance is common in DS, but its mechanism is unknown. Electroencephalographic studies revealed abnormal sleep in DS mice, including reduced delta wave power, reduced sleep spindles, increased brief wakes, and numerous interictal spikes in Non-Rapid-Eye-Movement sleep. Theta power was reduced in Rapid-Eye-Movement sleep. Mice with NaV1.1 deleted specifically in forebrain interneurons exhibited similar sleep pathology to DS mice, but without changes in circadian rhythm. Sleep architecture depends on oscillatory activity in the thalamocortical network generated by excitatory neurons in the ventrobasal nucleus (VBN) of the thalamus and inhibitory GABAergic neurons in the reticular nucleus of the thalamus (RNT). Whole-cell NaV current was reduced in GABAergic RNT neurons but not in VBN neurons. Rebound firing of action potentials following hyperpolarization, the signature firing pattern of RNT neurons during sleep, was also reduced. These results demonstrate imbalance of excitatory vs. inhibitory neurons in this circuit. As predicted from this functional impairment, we found substantial deficit in homeostatic rebound of slow wave activity following sleep deprivation. Although sleep disorders in epilepsies have been attributed to anti-epileptic drugs, our results show that sleep disorder in DS mice arises from loss of NaV1.1 channels in forebrain GABAergic interneurons without drug treatment. Impairment of NaV currents and excitability of GABAergic RNT neurons are correlated with impaired sleep quality and homeostasis in these mice.


Assuntos
Modelos Animais de Doenças , Epilepsias Mioclônicas/complicações , Epilepsias Mioclônicas/patologia , Interneurônios/patologia , Transtornos do Sono-Vigília/etiologia , Tálamo/patologia , Fatores Etários , Animais , Animais Recém-Nascidos , Estimulação Elétrica , Epilepsias Mioclônicas/genética , Neurônios GABAérgicos/patologia , Glutamato Descarboxilase/metabolismo , Potenciais da Membrana/genética , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Mutação/genética , Canal de Sódio Disparado por Voltagem NAV1.1/genética , Técnicas de Patch-Clamp , Privação do Sono/fisiopatologia , Gravação em Vídeo , Vigília/genética
3.
Proc Natl Acad Sci U S A ; 109(36): 14646-51, 2012 Sep 04.
Artigo em Inglês | MEDLINE | ID: mdl-22908258

RESUMO

Heterozygous loss-of-function mutations in the brain sodium channel Na(V)1.1 cause Dravet syndrome (DS), a pharmacoresistant infantile-onset epilepsy syndrome with comorbidities of cognitive impairment and premature death. Previous studies using a mouse model of DS revealed reduced sodium currents and impaired excitability in GABAergic interneurons in the hippocampus, leading to the hypothesis that impaired excitability of GABAergic inhibitory neurons is the cause of epilepsy and premature death in DS. However, other classes of GABAergic interneurons are less impaired, so the direct cause of hyperexcitability, epilepsy, and premature death has remained unresolved. We generated a floxed Scn1a mouse line and used the Cre-Lox method driven by an enhancer from the Dlx1,2 locus for conditional deletion of Scn1a in forebrain GABAergic neurons. Immunocytochemical studies demonstrated selective loss of Na(V)1.1 channels in GABAergic interneurons in cerebral cortex and hippocampus. Mice with this deletion died prematurely following generalized tonic-clonic seizures, and they were equally susceptible to thermal induction of seizures as mice with global deletion of Scn1a. Evidently, loss of Na(V)1.1 channels in forebrain GABAergic neurons is both necessary and sufficient to cause epilepsy and premature death in DS.


Assuntos
Epilepsias Mioclônicas/genética , Interneurônios/metabolismo , Canal de Sódio Disparado por Voltagem NAV1.1/deficiência , Animais , Eletrocardiografia , Eletroencefalografia , Epilepsias Mioclônicas/patologia , Hipocampo/metabolismo , Imuno-Histoquímica , Camundongos , Camundongos Transgênicos , Mutação/genética , Canal de Sódio Disparado por Voltagem NAV1.1/genética , Plasmídeos/genética , Prosencéfalo/metabolismo
4.
J Pharmacol Exp Ther ; 345(2): 215-24, 2013 May.
Artigo em Inglês | MEDLINE | ID: mdl-23424217

RESUMO

Seizures remain uncontrolled in 30% of patients with epilepsy, even with concurrent use of multiple drugs, and uncontrolled seizures result in increased morbidity and mortality. An extreme example is Dravet syndrome (DS), an infantile-onset severe epilepsy caused by heterozygous loss of function mutations in SCN1A, the gene encoding the brain type-I voltage-gated sodium channel NaV1.1. Studies in Scn1a heterozygous knockout mice demonstrate reduced excitability of GABAergic interneurons, suggesting that enhancement of GABA signaling may improve seizure control and comorbidities. We studied the efficacy of two GABA-enhancing drugs, clonazepam and tiagabine, alone and in combination, against thermally evoked myoclonic and generalized tonic-clonic seizures. Clonazepam, a positive allosteric modulator of GABA-A receptors, protected against myoclonic and generalized tonic-clonic seizures. Tiagabine, a presynaptic GABA reuptake inhibitor, was protective against generalized tonic-clonic seizures but only minimally protective against myoclonic seizures and enhanced myoclonic seizure susceptibility at high doses. Combined therapy with clonazepam and tiagabine was synergistic against generalized tonic-clonic seizures but was additive against myoclonic seizures. Toxicity determined by rotorod testing was additive for combination therapy. The synergistic actions of clonazepam and tiagabine gave enhanced seizure protection and reduced toxicity, suggesting that combination therapy may be well tolerated and effective for seizures in DS.


Assuntos
Anticonvulsivantes/uso terapêutico , Epilepsias Mioclônicas/tratamento farmacológico , Agonistas GABAérgicos/uso terapêutico , Convulsões/tratamento farmacológico , Ácido gama-Aminobutírico/fisiologia , Animais , Clonazepam/uso terapêutico , Relação Dose-Resposta a Droga , Sinergismo Farmacológico , Epilepsias Mioclônicas/complicações , Epilepsia Tônico-Clônica/tratamento farmacológico , Feminino , Moduladores GABAérgicos/uso terapêutico , Temperatura Alta , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Canal de Sódio Disparado por Voltagem NAV1.1/genética , Ácidos Nipecóticos/uso terapêutico , Equilíbrio Postural/efeitos dos fármacos , Convulsões/etiologia , Transmissão Sináptica/efeitos dos fármacos , Tiagabina
5.
J Opt Soc Am A Opt Image Sci Vis ; 29(2): A194-9, 2012 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-22330379

RESUMO

Success in visually searching for a small object or target in a natural scene depends on many factors, including the spatial structure of the scene and the pattern of observers' eye movements. The aim of this study was to determine to what extent local color properties of natural scenes can account for target-detection performance. A computer-controlled high-resolution color monitor was used to present images of natural scenes containing a small, randomly located, shaded gray sphere, which served as the target. Observers' gaze position was simultaneously monitored with an infrared video eye-tracker. About 60% of the adjusted variance in observers' detection performance was accounted for by local color properties, namely, lightness and the red-green and blue-yellow components of chroma. A similar level of variance was accounted for by observers' fixations. These results suggest that local color can be as influential as gaze position in determining observers' search performance in natural scenes.


Assuntos
Percepção de Cores/fisiologia , Movimentos Oculares/fisiologia , Adulto , Cor , Feminino , Humanos , Masculino , Estimulação Luminosa , Análise de Regressão , Adulto Jovem
6.
Proc Natl Acad Sci U S A ; 106(10): 3994-9, 2009 Mar 10.
Artigo em Inglês | MEDLINE | ID: mdl-19234123

RESUMO

Heterozygous loss-of-function mutations in the alpha subunit of the type I voltage-gated sodium channel Na(V)1.1 cause severe myoclonic epilepsy in infancy (SMEI), an infantile-onset epileptic encephalopathy characterized by normal development followed by treatment-refractory febrile and afebrile seizures and psychomotor decline. Mice with SMEI (mSMEI), created by heterozygous deletion of Na(V)1.1 channels, develop seizures and ataxia. Here we investigated the temperature and age dependence of seizures and interictal epileptiform spike-and-wave activity in mSMEI. Combined video-EEG monitoring demonstrated that mSMEI had seizures induced by elevated body core temperature but wild-type mice were unaffected. In the 3 age groups tested, no postnatal day (P)17-18 mSMEI had temperature-induced seizures, but nearly all P20-22 and P30-46 mSMEI had myoclonic seizures followed by generalized seizures caused by elevated core body temperature. Spontaneous seizures were only observed in mice older than P32, suggesting that mSMEI become susceptible to temperature-induced seizures before spontaneous seizures. Interictal spike activity was seen at normal body temperature in most P30-46 mSMEI but not in P20-22 or P17-18 mSMEI, indicating that interictal epileptic activity correlates with seizure susceptibility. Most P20-22 mSMEI had interictal spike activity with elevated body temperature. Our results define a critical developmental transition for susceptibility to seizures in SMEI, demonstrate that body temperature elevation alone is sufficient to induce seizures, and reveal a close correspondence between human and mouse SMEI in the striking temperature and age dependence of seizure frequency and severity and in the temperature dependence and frequency of interictal epileptiform spike activity.


Assuntos
Envelhecimento/patologia , Epilepsias Mioclônicas/complicações , Convulsões/complicações , Temperatura , Animais , Modelos Animais de Doenças , Suscetibilidade a Doenças , Eletroencefalografia , Camundongos
7.
J Med Econ ; 25(1): 503-514, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35387539

RESUMO

OBJECTIVES: Antiviral treatments for early intervention in patients with mild-to-moderate COVID-19 are needed as a complement to vaccination. We sought to estimate the impact on COVID-19 cases, deaths, and direct healthcare costs over 12 months following introduction of a novel, antiviral treatment, RD-X19, a light-based, at-home intervention designed for the treatment of mild-to-moderate COVID-19 infection. METHODS: A time-dependent, state transition (semi-Markov) cohort model was developed to simulate infection progression in individuals with COVID-19 in 3 US states with varying levels of vaccine uptake (Alabama, North Carolina, and Massachusetts) and at the national level between 1 June 2020 and 31 May 2021. The hypothetical cohort of patients entering the model progressed through subsequent health states after infection. Costs were assigned to each health state. Number of infections/vaccinations per day were incorporated into the model. Simulations were run to estimate outcomes (cases by severity, deaths, and direct healthcare costs) at various levels of adoption of RD-X19 (5%, 10%, 25%) in eligible infected individuals at the state and national levels and across three levels of clinical benefit based on the results from an early feasibility study of RD-X19. The clinical benefit reflects a decline in the duration of symptomatic disease by 1.2, 2.4 (base case), and 3.6 days. RESULTS: In the base case analysis with 10% adoption, simulated infections/deaths/direct healthcare costs were reduced by 10,059/275/$69 million in Alabama, 21,092/545/$135 million in North Carolina, and 16,670/415/$102 million in Massachusetts over 12 months. At the national level, 10% adoption reduced total infections/deaths/direct healthcare costs by 686,722/17,748/$4.41 billion. CONCLUSION: At-home, antiviral treatment with RD-X19 or other interventions with similar efficacy that decrease both symptomatic days and transmission probabilities can be used in concert with vaccines to reduce COVID-19 cases, deaths, and direct healthcare costs.


Assuntos
COVID-19 , Antivirais/uso terapêutico , Análise Custo-Benefício , Custos de Cuidados de Saúde , Humanos , Vacinação
8.
Curr Gene Ther ; 22(2): 132-143, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34161210

RESUMO

With new developments in biomedical technology, it is now a viable therapeutic treatment to alter genes with techniques like CRISPR. At the same time, it is increasingly cheaper to perform whole genome sequencing, resulting in rapid advancement in gene therapy and editing in precision medicine. Understanding the current industry and academic applications of gene therapy provides an important backdrop to future scientific developments. Additionally, machine learning and artificial intelligence techniques allow for the reduction of time and money spent in the development of new gene therapy products and techniques. In this paper, we survey the current progress of gene therapy treatments for several diseases and explore machine learning applications in gene therapy. We also discuss the ethical implications of gene therapy and the use of machine learning in precision medicine. Machine learning and gene therapy are both topics gaining popularity in various publications, and we conclude that there is still room for continued research and application of machine learning techniques in the gene therapy field.


Assuntos
Inteligência Artificial , Aprendizado de Máquina , Terapia Genética , Medicina de Precisão
9.
Epilepsia ; 52 Suppl 2: 59-61, 2011 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-21463282

RESUMO

Mutations in voltage-gated sodium channels are associated with epilepsy syndromes with a wide range of severity. Complete loss of function in the Na(v) 1.1 channel encoded by the SCN1A gene is associated with severe myoclonic epilepsy in infancy (SMEI), a devastating infantile-onset epilepsy with ataxia, cognitive dysfunction, and febrile and afebrile seizures resistant to current medications. Genetic mouse models of SMEI have been created that strikingly recapitulate the SMEI phenotype including age and temperature dependence of seizures and ataxia. Loss-of-function in Na(v) 1.1 channels results in severely impaired sodium current and action potential firing in hippocampal γ-aminobutyric acid (GABA)ergic interneurons without detectable changes in excitatory pyramidal neurons. The resulting imbalance between excitation and inhibition likely contributes to hyperexcitability and seizures. Reduced sodium current and action potential firing in cerebellar Purkinje neurons likely contributes to comorbid ataxia. A mechanistic understanding of hyperexcitability, seizures, and comorbidities such as ataxia has led to novel strategies for treatment.


Assuntos
Modelos Animais de Doenças , Epilepsias Mioclônicas/fisiopatologia , Epilepsias Mioclônicas/terapia , Animais , Ataxia/genética , Ataxia/fisiopatologia , Ataxia/terapia , Epilepsias Mioclônicas/genética , Humanos , Camundongos , Canal de Sódio Disparado por Voltagem NAV1.1 , Proteínas do Tecido Nervoso/genética , Canais de Sódio/genética , Síndrome
10.
Front Cell Neurosci ; 15: 751762, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34733140

RESUMO

Dravet Syndrome (DS) is a genetic, infantile-onset epilepsy with refractory seizures and severe cognitive impairment. While network level pathophysiology is poorly understood, work in genetic mouse models of DS reveals selective reduction of inhibitory interneuron excitability, a likely mechanism of seizures and comorbidities. Consistent with the critical role of interneurons in timing and recruitment of network activity, hippocampal sharp wave ripples (SPW-R)-interneuron dependent compound brain rhythms essential for spatial learning and memory-are less frequent and ripple frequency is slower in DS mice, both likely to impair cognitive performance. Febrile seizures are characteristic of DS, reflecting a temperature-dependent shift in excitation-inhibition balance. DS interneurons are sensitive to depolarization block and may fall silent with increased excitation precipitating epileptic transformation of ripples. To determine the temperature dependence of SWP-R features and relationship of SPW-R to hippocampal interictal activity, we recorded hippocampal local field potentials in a DS mouse model and wildtype littermate controls while increasing core body temperature. In both genotypes, temperature elevation speeds ripple frequency, although DS ripples remain consistently slower. The rate of SPW-R also increases in both genotypes but subsequently falls in DS mice as interictal epileptic activity simultaneously increases preceding a thermally-evoked seizure. Epileptic events occur intermixed with SPW-R, some during SPW-R burst complexes, and transiently suppress SPW-R occurrence suggesting shared network elements. Together these data demonstrate a temperature dependence of SPW-R rate and ripple frequency and suggest a pathophysiologic mechanism by which elevated temperature transforms a normal brain rhythm into epileptic event.

11.
J Gerontol A Biol Sci Med Sci ; 76(4): 630-637, 2021 03 31.
Artigo em Inglês | MEDLINE | ID: mdl-33252618

RESUMO

BACKGROUND: Reduced cortical sensorimotor inhibition is associated with mobility and cognitive impairments in people with Parkinson's disease (PD) and older adults (OAs). However, there is a lack of clarity regarding the relationships among sensorimotor, cognitive, and mobility impairments. The purpose of this study was to determine how cortical sensorimotor inhibition relates to impairments in mobility and cognition in people with PD and OAs. METHOD: Cortical sensorimotor inhibition was characterized with short-latency afferent inhibition (SAI) in 81 people with PD and 69 OAs. Six inertial sensors recorded single- and dual-task gait and postural sway characteristics during a 2-minute walk and a 1-minute quiet stance. Cognition was assessed across the memory, visuospatial, executive function, attention, and language domains. RESULTS: SAI was significantly impaired in the PD compared to the OA group. The PD group preformed significantly worse across all gait and postural sway tasks. In PD, SAI significantly correlated with single-task foot strike angle and stride length variability, sway area, and jerkiness of sway in the coronal and sagittal planes. In OAs, SAI significantly related to single-task gait speed and stride length, dual-task stride length, and immediate recall (memory domain). No relationship among mobility, cognition, and SAI was observed. CONCLUSIONS: Impaired SAI related to slower gait in OA and to increased gait variability and postural sway in people with PD, all of which have been shown to be related to increased fall risk.


Assuntos
Acidentes por Quedas/prevenção & controle , Cognição , Disfunção Cognitiva , Transtornos Neurológicos da Marcha , Inibição Neural/fisiologia , Doença de Parkinson , Filtro Sensorial , Caminhada , Idoso , Disfunção Cognitiva/diagnóstico , Disfunção Cognitiva/etiologia , Disfunção Cognitiva/fisiopatologia , Correlação de Dados , Potencial Evocado Motor , Função Executiva , Feminino , Transtornos Neurológicos da Marcha/diagnóstico , Transtornos Neurológicos da Marcha/etiologia , Transtornos Neurológicos da Marcha/psicologia , Humanos , Masculino , Testes de Estado Mental e Demência , Doença de Parkinson/diagnóstico , Doença de Parkinson/fisiopatologia , Doença de Parkinson/psicologia , Equilíbrio Postural , Estimulação Magnética Transcraniana/métodos , Caminhada/fisiologia , Caminhada/psicologia
12.
J Physiol ; 588(Pt 11): 1849-59, 2010 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-20194124

RESUMO

Voltage-gated sodium channels initiate action potentials in brain neurons, and sodium channel blockers are used in therapy of epilepsy. Mutations in sodium channels are responsible for genetic epilepsy syndromes with a wide range of severity, and the NaV1.1 channel encoded by the SCN1A gene is the most frequent target of mutations. Complete loss-of-function mutations in NaV1.1 cause severe myoclonic epilepsy of infancy (SMEI or Dravet's Syndrome), which includes severe, intractable epilepsy and comorbidities of ataxia and cognitive impairment. Mice with loss-of-function mutations in NaV1.1 channels have severely impaired sodium currents and action potential firing in hippocampal GABAergic inhibitory neurons without detectable effect on the excitatory pyramidal neurons, which would cause hyperexcitability and contribute to seizures in SMEI. Similarly, the sodium currents and action potential firing are also impaired in the GABAergic Purkinje neurons of the cerebellum, which is likely to contribute to ataxia. The imbalance between excitatory and inhibitory transmission in these mice can be partially corrected by compensatory loss-of-function mutations of NaV1.6 channels, and thermally induced seizures in these mice can be prevented by drug combinations that enhance GABAergic neurotransmission. Generalized epilepsy with febrile seizures plus (GEFS+) is caused by missense mutations in NaV1.1 channels, which have variable biophysical effects on sodium channels expressed in non-neuronal cells, but may primarily cause loss of function when expressed in mice. Familial febrile seizures is caused by mild loss-of-function mutations in NaV1.1 channels; mutations in these channels are implicated in febrile seizures associated with vaccination; and impaired alternative splicing of the mRNA encoding these channels may also predispose some children to febrile seizures. We propose a unified loss-of-function hypothesis for the spectrum of epilepsy syndromes caused by genetic changes in NaV1.1 channels, in which mild impairment predisposes to febrile seizures, intermediate impairment leads to GEFS+ epilepsy, and severe or complete loss of function leads to the intractable seizures and comorbidities of SMEI.


Assuntos
Epilepsia/genética , Proteínas do Tecido Nervoso/genética , Canais de Sódio/genética , Animais , Canalopatias/genética , Canalopatias/fisiopatologia , Criança , Epilepsia/patologia , Humanos , Ativação do Canal Iônico/fisiologia , Camundongos , Mutação/genética , Mutação/fisiologia , Epilepsia Mioclônica Juvenil/genética , Canal de Sódio Disparado por Voltagem NAV1.1 , Convulsões Febris/genética , Convulsões Febris/fisiopatologia , Canais de Sódio/fisiologia , Ácido gama-Aminobutírico/fisiologia
13.
Parkinsonism Relat Disord ; 76: 21-28, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32559629

RESUMO

INTRODUCTION: Imaging neurovascular disturbances in Parkinson's disease (PD) is an excellent measure of disease severity. Indeed, a disease-specific regional pattern of abnormal metabolism has been identified using positron emission tomography. Only a handful of studies, however, have applied perfusion MRI to detect this disease pattern. Our goal was to replicate the evaluation of a PD-related perfusion pattern using scaled subprofile modeling/principal component analysis (SSM-PCA). METHODS: We applied arterial spin labeling (ASL) MRI for this purpose. Uniquely, we assessed this pattern separately in PD individuals ON and OFF dopamine medications. We further compared the existence of these patterns and their strength in each individual with their Movement Disorder Society-Unified Parkinson's Disease Rating Scale motor (MDS-UPDRS) scores, cholinergic tone as indexed by short-term afferent inhibition (SAI), and other neuropsychiatric tests. RESULTS: We observed a PD-related perfusion pattern that was similar to previous studies. The patterns were observed in both ON and OFF states but only the pattern in the OFF condition could significantly (AUC=0.72) differentiate between PD and healthy subjects. In the ON condition, PD subjects were similar to controls from a CBF standpoint (AUC=0.45). The OFF pattern prominently included the posterior cingulate, precentral region, precuneus, and the subcallosal cortex. Individual principal components from the ON and OFF states were strongly associated with MDS-UPDRS scores, SAI amplitude and latency. CONCLUSION: Using ASL, our study identified patterns of abnormal perfusion in PD and were associated with disease symptoms.


Assuntos
Circulação Cerebrovascular/fisiologia , Angiografia por Ressonância Magnética , Doença de Parkinson/diagnóstico por imagem , Doença de Parkinson/fisiopatologia , Idoso , Feminino , Humanos , Angiografia por Ressonância Magnética/métodos , Masculino , Testes de Estado Mental e Demência , Pessoa de Meia-Idade , Análise de Componente Principal , Marcadores de Spin
14.
Front Neurol ; 11: 893, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33013627

RESUMO

Background: Mobility and sensorimotor inhibition impairments are heterogeneous in Parkinson's disease (PD). Genetics may contribute to this heterogeneity since the apolipoprotein (APOE) ε4 allele and glucocerebrosidase (GBA) gene variants have been related to mobility impairments in otherwise healthy older adult (OA) and PD cohorts. The purpose of this study is to determine if APOE or GBA genetic status affects sensorimotor inhibition and whether the relationship between sensorimotor inhibition and mobility differs in genetic sub-groups of PD. Methods: Ninety-three participants with idiopathic PD (53 non-carriers; 23 ε4 carriers; 17 GBA variants) and 72 OA (45 non-carriers; 27 ε4 carriers) had sensorimotor inhibition characterized by short-latency afferent inhibition. Mobility was assessed in four gait domains (pace/turning, rhythm, trunk, variability) and two postural sway domains (area/jerkiness and velocity) using inertial sensors. Results: Sensorimotor inhibition was worse in the PD than OA group, with no effect of genetic status. Gait pace/turning was slower and variability was higher (p < 0.01) in PD compared to OA. Postural sway area/jerkiness (p < 0.01) and velocity (p < 0.01) were also worse in the PD than OA group. Genetic status was not significantly related to any gait or postural sway domain. Sensorimotor inhibition was significantly correlated with gait variability (r = 0.27; p = 0.02) and trunk movement (r = 0.23; p = 0.045) in the PD group. In PD non-carriers, sensorimotor inhibition related to variability (r = 0.35; p = 0.010) and trunk movement (r = 0.31; p = 0.025). In the PD ε4 group, sensorimotor inhibition only related to rhythm (r = 0.47; p = 0.024), while sensorimotor inhibition related to pace/turning (r = -0.49; p = 0.046) and rhythm (r = 0.59; p = 0.013) in the PD GBA group. Sensorimotor inhibition was significantly correlated with gait pace/turning (r = -0.27; p = 0.04) in the OA group. There was no relationship between sensorimotor inhibition and postural sway. Conclusion: ε4 and GBA genetic status did not affect sensorimotor inhibition or mobility impairments in this PD cohort. However, worse sensorimotor inhibition was associated with gait variability in PD non-carriers, but with gait rhythm in PD ε4 carriers and with gait rhythm and pace in PD with GBA variants. Impaired sensorimotor inhibition had a larger effect on mobility in people with PD than OA and affected different domains of mobility depending on genetic status.

15.
IEEE Trans Image Process ; 16(2): 511-22, 2007 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-17269643

RESUMO

This paper is concerned with the mitigation of simple contrast loss due to added lightness in an image. This added lightness has been referred to as "airlight" in the literature since it is often caused by optical scattering due to fog or mist. A statistical model for scene content is formulated that gives a way of detecting the presence of airlight in an arbitrary image. An algorithm is described for estimating the level of this airlight given the assumption that it is constant throughout the image. This algorithm is based on finding the minimum of a global cost function and is applicable to both monochrome and color images. The method is robust and insensitive to scaling. Once an estimate of airlight is achieved, then image correction is straightforward. The performance of the algorithm is explored using the Monte Carlo simulation with synthetic images under different statistical assumptions. Several examples of before and after color images are given. Results with real video data obtained in poor visibility conditions indicate frame-to-frame consistency of better than 1% of maximum level.


Assuntos
Algoritmos , Artefatos , Cor , Colorimetria/métodos , Aumento da Imagem/métodos , Interpretação de Imagem Assistida por Computador/métodos , Gráficos por Computador , Simulação por Computador , Armazenamento e Recuperação da Informação/métodos , Modelos Estatísticos , Análise Numérica Assistida por Computador
16.
Novartis Found Symp ; 241: 61-8; discussion 68-71, 226-32, 2002.
Artigo em Inglês | MEDLINE | ID: mdl-11771651

RESUMO

The presence of tetrodotoxin (TTX)-sensitive slowly-inactivating Na+ channels in the dendrites of neocortical layer 5 neurons was tested by focal iontophoresis of glutamate on the dendrite while voltage clamping the soma and proximal dendrite. The glutamate-transmitted current was measured with the voltage clamp circuit. When the soma was depolarized the transmitted current increased indicating voltage-dependent properties in the dendrite. Over 50% of this increased voltage-dependence was blocked by TTX indicating a large portion of the enhanced dendro-somatic current was caused non-inactivating Na+ channel inward rectification. The glutamate-transmitted current measured with a voltage clamp of the soma at firing level was equal to the effective glutamate measured during repetitive firing.


Assuntos
Dendritos/fisiologia , Ácido Glutâmico/fisiologia , Neocórtex/fisiologia , Neurônios/fisiologia , Transmissão Sináptica/fisiologia , Animais , Dendritos/efeitos dos fármacos , Ácido Glutâmico/farmacologia , Neurônios/efeitos dos fármacos , Ratos , Canais de Sódio/efeitos dos fármacos , Canais de Sódio/fisiologia , Transmissão Sináptica/efeitos dos fármacos , Tetrodotoxina/farmacologia
17.
Neurosurg Clin N Am ; 14(3): 365-80, vi, 2003 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-14567138

RESUMO

Spinal cord stimulation, as with neuromodulation procedures in general, is a nondestructive, screenable, and reversible treatment option. Because there are no long-term side effects that have been reported; spinal cord stimulation is generally preferable as a first step when other less invasive treatments have failed to produce acceptable control of the pain.


Assuntos
Terapia por Estimulação Elétrica/métodos , Seleção de Pacientes , Medula Espinal , Terapia por Estimulação Elétrica/efeitos adversos , Terapia por Estimulação Elétrica/instrumentação , Eletrodos Implantados , Desenho de Equipamento , Humanos , Terminologia como Assunto , Resultado do Tratamento
18.
ANZ J Surg ; 72(2): 89-91, 2002 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-12074082

RESUMO

BACKGROUND: The insertion of a colonoscope to the caecum is a difficult technique to teach and to learn. The most commonly used criterion for proficiency is completion rate and early experience is often discouraging. In order to document the learning curve and better define normal progress for the early learning experience, the performance of trainees during their first 100-125 cases was recorded. METHODS: The completion rate and time for office colonoscopy were recorded prospectively over a 5-year period for each of 18 trainees. Trainees' experience was analysed in groups of 25 cases, numbered chronologically. Completion rate was defined as the number of examinations completed to the caecum by the trainee expressed as a percentage of the number completed by the staff. RESULTS: The mean overall completion rate for trainees was 56.4% (range 27.8-83.9%). For the first five groups of 25 cases, the percentage completion rates (in order from first 25 cases to fifth 25 cases) were 43.1, 52.6, 49.3, 61.8 and 75.1%, respectively. There was a wide variation in completion rates between trainees, but no difference in time taken. (Time for trainees to complete the procedure, in order from the first 25 cases to fifth 25 cases: 18.7, 19.1, 19.4, 17.6 and 17.1 min, respectively.) CONCLUSIONS: Early experience in colonoscopy can be discouraging. At least 100 cases are needed to attain a level of proficiency that enables completion in two-thirds of cases, whereas 125 cases lead to an average completion rate of 75%.


Assuntos
Ceco/patologia , Competência Clínica , Doenças do Colo/patologia , Colonoscopia/efeitos adversos , Cirurgia Colorretal/educação , Dor/etiologia , Humanos , Medição da Dor , Satisfação do Paciente , Estudos Prospectivos , Fatores de Tempo
19.
Pain Pract ; 2(1): 1-16, 2002 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-17134466

RESUMO

The goal of treatment in patients with complex regional pain syndrome (CRPS) is to improve function, relieve pain, and achieve remission. Current guidelines recommend interdisciplinary management, emphasizing 3 core treatment elements: pain management, rehabilitation, and psychological therapy. Although the best therapeutic regimen or the ideal progression through these modalities has not yet been established, increasing evidence suggests that some cases are refractory to conservative measures and require flexible application of the various treatments as well as earlier consideration of interventions such as spinal cord stimulation (SCS). While existing treatment guidelines have attempted to address the comprehensive management of CRPS, all fail to provide guidance for contingent management in response to a sudden change in the patient's medical status. This paper reviews the current pathophysiology as it is known, reviews the purported treatments, and provides a modified clinical pathway (guideline) that attempts to expand the scope of previous guidelines.

20.
Epilepsy Res ; 108(4): 684-91, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24559839

RESUMO

Long-term video-EEG monitoring (LTM) is the gold standard for initial lateralization and localization of seizures in the workup for neurosurgical treatment of medically intractable epilepsy. Previous studies have yielded contradictory results as to whether seizures that occur in clusters tend to arise from the same brain region and may lead to the incorrect conclusion that seizures arise from a single focus. To determine whether seizure clustering affects localization in an LTM setting, the authors performed an observational study over 6 years at a large regional epilepsy center on those undergoing LTM for seizure diagnosis, characterization, or presurgical workup. Excluding repeat studies and LTMs with generalized or nonepileptic seizures resulted in 479 monitorings with 2774 focal seizures for analysis. Sequential pairs of consecutive focal seizures were classed as "concordant", "discordant," or "other," based on EEG localization. ANOVA analysis on the logarithm of the interseizure interval (LISI) among the three seizure pair groups showed no significant difference, p=0.47, nor did analysis defining concordance as lateralization to the same hemisphere (p=0.34). Analyses on subgroups with multifocal seizures, bilateral seizures, and extratemporal seizures all failed to show a significant difference. In conclusion, seizures have the same localizing value whether occurring in a cluster over a few hours or sporadically over a few days. This could potentially lead to shorter monitoring times.


Assuntos
Encéfalo/fisiopatologia , Epilepsia/fisiopatologia , Convulsões/fisiopatologia , Adulto , Eletroencefalografia , Epilepsia/diagnóstico , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Convulsões/diagnóstico , Adulto Jovem
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