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1.
Brain ; 146(6): 2584-2594, 2023 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-36514918

RESUMO

Synaptic loss occurs early in many neurodegenerative diseases and contributes to cognitive impairment even in the absence of gross atrophy. Currently, for human disease there are few formal models to explain how cortical networks underlying cognition are affected by synaptic loss. We advocate that biophysical models of neurophysiology offer both a bridge from preclinical to clinical models of pathology and quantitative assays for experimental medicine. Such biophysical models can also disclose hidden neuronal dynamics generating neurophysiological observations such as EEG and magnetoencephalography. Here, we augment a biophysically informed mesoscale model of human cortical function by inclusion of synaptic density estimates as captured by 11C-UCB-J PET, and provide insights into how regional synapse loss affects neurophysiology. We use the primary tauopathy of progressive supranuclear palsy (Richardson's syndrome) as an exemplar condition, with high clinicopathological correlations. Progressive supranuclear palsy causes a marked change in cortical neurophysiology in the presence of mild cortical atrophy and is associated with a decline in cognitive functions associated with the frontal lobe. Using parametric empirical Bayesian inversion of a conductance-based canonical microcircuit model of magnetoencephalography data, we show that the inclusion of regional synaptic density-as a subject-specific prior on laminar-specific neuronal populations-markedly increases model evidence. Specifically, model comparison suggests that a reduction in synaptic density in inferior frontal cortex affects superficial and granular layer glutamatergic excitation. This predicted individual differences in behaviour, demonstrating the link between synaptic loss, neurophysiology and cognitive deficits. The method we demonstrate is not restricted to progressive supranuclear palsy or the effects of synaptic loss: such pathology-enriched dynamic causal models can be used to assess the mechanisms of other neurological disorders, with diverse non-invasive measures of pathology, and is suitable to test the effects of experimental pharmacology.


Assuntos
Transtornos Cognitivos , Disfunção Cognitiva , Paralisia Supranuclear Progressiva , Humanos , Paralisia Supranuclear Progressiva/patologia , Teorema de Bayes , Disfunção Cognitiva/complicações , Atrofia/complicações
2.
J Neurosci ; 42(15): 3197-3215, 2022 04 13.
Artigo em Inglês | MEDLINE | ID: mdl-35260433

RESUMO

The multiple demand (MD) system is a network of fronto-parietal brain regions active during the organization and control of diverse cognitive operations. It has been argued that this activation may be a nonspecific signal of task difficulty. However, here we provide convergent evidence for a causal role for the MD network in the "simple task" of automatic auditory change detection, through the impairment of top-down control mechanisms. We employ independent structure-function mapping, dynamic causal modeling (DCM), and frequency-resolved functional connectivity analyses of MRI and magnetoencephalography (MEG) from 75 mixed-sex human patients across four neurodegenerative syndromes [behavioral variant fronto-temporal dementia (bvFTD), nonfluent variant primary progressive aphasia (nfvPPA), posterior cortical atrophy (PCA), and Alzheimer's disease mild cognitive impairment with positive amyloid imaging (ADMCI)] and 48 age-matched controls. We show that atrophy of any MD node is sufficient to impair auditory neurophysiological response to change in frequency, location, intensity, continuity, or duration. There was no similar association with atrophy of the cingulo-opercular, salience or language networks, or with global atrophy. MD regions displayed increased functional but decreased effective connectivity as a function of neurodegeneration, suggesting partially effective compensation. Overall, we show that damage to any of the nodes of the MD network is sufficient to impair top-down control of sensation, providing a common mechanism for impaired change detection across dementia syndromes.SIGNIFICANCE STATEMENT Previous evidence for fronto-parietal networks controlling perception is largely associative and may be confounded by task difficulty. Here, we use a preattentive measure of automatic auditory change detection [mismatch negativity (MMN) magnetoencephalography (MEG)] to show that neurodegeneration in any frontal or parietal multiple demand (MD) node impairs primary auditory cortex (A1) neurophysiological response to change through top-down mechanisms. This explains why the impaired ability to respond to change is a core feature across dementias, and other conditions driven by brain network dysfunction, such as schizophrenia. It validates theoretical frameworks in which neurodegenerating networks upregulate connectivity as partially effective compensation. The significance extends beyond network science and dementia, in its construct validation of dynamic causal modeling (DCM), and human confirmation of frequency-resolved analyses of animal neurodegeneration models.


Assuntos
Demência Frontotemporal , Doenças Neurodegenerativas , Atrofia , Humanos , Imageamento por Ressonância Magnética , Magnetoencefalografia , Síndrome
3.
Neuroimage ; 276: 120193, 2023 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-37244323

RESUMO

We present a hierarchical empirical Bayesian framework for testing hypotheses about neurotransmitters' concertation as empirical prior for synaptic physiology using ultra-high field magnetic resonance spectroscopy (7T-MRS) and magnetoencephalography data (MEG). A first level dynamic causal modelling of cortical microcircuits is used to infer the connectivity parameters of a generative model of individuals' neurophysiological observations. At the second level, individuals' 7T-MRS estimates of regional neurotransmitter concentration supply empirical priors on synaptic connectivity. We compare the group-wise evidence for alternative empirical priors, defined by monotonic functions of spectroscopic estimates, on subsets of synaptic connections. For efficiency and reproducibility, we used Bayesian model reduction (BMR), parametric empirical Bayes and variational Bayesian inversion. In particular, we used Bayesian model reduction to compare alternative model evidence of how spectroscopic neurotransmitter measures inform estimates of synaptic connectivity. This identifies the subset of synaptic connections that are influenced by individual differences in neurotransmitter levels, as measured by 7T-MRS. We demonstrate the method using resting-state MEG (i.e., task-free recording) and 7T-MRS data from healthy adults. Our results confirm the hypotheses that GABA concentration influences local recurrent inhibitory intrinsic connectivity in deep and superficial cortical layers, while glutamate influences the excitatory connections between superficial and deep layers and connections from superficial to inhibitory interneurons. Using within-subject split-sampling of the MEG dataset (i.e., validation by means of a held-out dataset), we show that model comparison for hypothesis testing can be highly reliable. The method is suitable for applications with magnetoencephalography or electroencephalography, and is well-suited to reveal the mechanisms of neurological and psychiatric disorders, including responses to psychopharmacological interventions.


Assuntos
Magnetoencefalografia , Neuroquímica , Adulto , Humanos , Magnetoencefalografia/métodos , Teorema de Bayes , Reprodutibilidade dos Testes , Espectroscopia de Ressonância Magnética , Modelos Neurológicos , Imageamento por Ressonância Magnética/métodos
4.
Age Ageing ; 52(8)2023 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-37595069

RESUMO

BACKGROUND: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) caused severe disease in unvaccinated long-term care facility (LTCF) residents. Initial booster vaccination following primary vaccination is known to provide strong short-term protection, but data are limited on duration of protection and the protective effect of further booster vaccinations. OBJECTIVE: To evaluate the effectiveness of third, fourth and fifth dose booster vaccination against SARS-CoV-2 related mortality amongst older residents of LTCFs. DESIGN: Prospective cohort study. SETTING: LTCFs for older people in England participating in the VIVALDI study. METHODS: Residents aged >65 years at participating LTCFs were eligible for inclusion if they had at least one polymerase chain reaction or lateral flow device result within the analysis period 1 January 2022 to 31 December 2022. We excluded individuals who had not received at least two vaccine doses before the analysis period. Cox regression was used to estimate relative hazards of SARS-CoV-2 related mortality following 1-3 booster vaccinations compared with primary vaccination, stratified by previous SARS-CoV-2 infection and adjusting for age, sex and LTCF size (total beds). RESULTS: A total of 13,407 residents were included. Our results indicate that third, fourth and fifth dose booster vaccination provide additional short-term protection against SARS-CoV-2 related mortality relative to primary vaccination, with consistent stabilisation beyond 112 days to 45-75% reduction in risk relative to primary vaccination. CONCLUSIONS: Successive booster vaccination doses provide additional short-term protection against SARS-CoV-2 related mortality amongst older LTCF residents. However, we did not find evidence of a longer-term reduction in risk beyond that provided by initial booster vaccination.


Assuntos
Vacinas contra COVID-19 , COVID-19 , SARS-CoV-2 , Idoso , Humanos , COVID-19/mortalidade , COVID-19/prevenção & controle , Assistência de Longa Duração , Estudos Prospectivos , Instituições de Cuidados Especializados de Enfermagem , Vacinas contra COVID-19/administração & dosagem , Eficácia de Vacinas , Inglaterra/epidemiologia
5.
Brain ; 144(7): 2135-2145, 2021 08 17.
Artigo em Inglês | MEDLINE | ID: mdl-33710299

RESUMO

The clinical syndromes caused by frontotemporal lobar degeneration are heterogeneous, including the behavioural variant frontotemporal dementia (bvFTD) and progressive supranuclear palsy. Although pathologically distinct, they share many behavioural, cognitive and physiological features, which may in part arise from common deficits of major neurotransmitters such as γ-aminobutyric acid (GABA). Here, we quantify the GABAergic impairment and its restoration with dynamic causal modelling of a double-blind placebo-controlled crossover pharmaco-magnetoencephalography study. We analysed 17 patients with bvFTD, 15 patients with progressive supranuclear palsy, and 20 healthy age- and gender-matched controls. In addition to neuropsychological assessment and structural MRI, participants undertook two magnetoencephalography sessions using a roving auditory oddball paradigm: once on placebo and once on 10 mg of the oral GABA reuptake inhibitor tiagabine. A subgroup underwent ultrahigh-field magnetic resonance spectroscopy measurement of GABA concentration, which was reduced among patients. We identified deficits in frontotemporal processing using conductance-based biophysical models of local and global neuronal networks. The clinical relevance of this physiological deficit is indicated by the correlation between top-down connectivity from frontal to temporal cortex and clinical measures of cognitive and behavioural change. A critical validation of the biophysical modelling approach was evidence from parametric empirical Bayes analysis that GABA levels in patients, measured by spectroscopy, were related to posterior estimates of patients' GABAergic synaptic connectivity. Further evidence for the role of GABA in frontotemporal lobar degeneration came from confirmation that the effects of tiagabine on local circuits depended not only on participant group, but also on individual baseline GABA levels. Specifically, the phasic inhibition of deep cortico-cortical pyramidal neurons following tiagabine, but not placebo, was a function of GABA concentration. The study provides proof-of-concept for the potential of dynamic causal modelling to elucidate mechanisms of human neurodegenerative disease, and explains the variation in response to candidate therapies among patients. The laminar- and neurotransmitter-specific features of the modelling framework, can be used to study other treatment approaches and disorders. In the context of frontotemporal lobar degeneration, we suggest that neurophysiological restoration in selected patients, by targeting neurotransmitter deficits, could be used to bridge between clinical and preclinical models of disease, and inform the personalized selection of drugs and stratification of patients for future clinical trials.


Assuntos
Córtex Cerebral/fisiopatologia , Demência Frontotemporal/fisiopatologia , Modelos Neurológicos , Paralisia Supranuclear Progressiva/fisiopatologia , Ácido gama-Aminobutírico/metabolismo , Idoso , Córtex Cerebral/metabolismo , Estudos Cross-Over , Método Duplo-Cego , Feminino , Demência Frontotemporal/tratamento farmacológico , Inibidores da Captação de GABA/uso terapêutico , Humanos , Imageamento por Ressonância Magnética , Espectroscopia de Ressonância Magnética , Magnetoencefalografia , Masculino , Rede Nervosa/efeitos dos fármacos , Rede Nervosa/metabolismo , Rede Nervosa/fisiopatologia , Paralisia Supranuclear Progressiva/tratamento farmacológico , Transmissão Sináptica/efeitos dos fármacos , Transmissão Sináptica/fisiologia , Tiagabina/uso terapêutico
6.
J Neurosci ; 40(8): 1640-1649, 2020 02 19.
Artigo em Inglês | MEDLINE | ID: mdl-31915255

RESUMO

To bridge the gap between preclinical cellular models of disease and in vivo imaging of human cognitive network dynamics, there is a pressing need for informative biophysical models. Here we assess dynamic causal models (DCM) of cortical network responses, as generative models of magnetoencephalographic observations during an auditory oddball roving paradigm in healthy adults. This paradigm induces robust perturbations that permeate frontotemporal networks, including an evoked 'mismatch negativity' response and transiently induced oscillations. Here, we probe GABAergic influences in the networks using double-blind placebo-controlled randomized-crossover administration of the GABA reuptake inhibitor, tiagabine (oral, 10 mg) in healthy older adults. We demonstrate the facility of conductance-based neural mass mean-field models, incorporating local synaptic connectivity, to investigate laminar-specific and GABAergic mechanisms of the auditory response. The neuronal model accurately recapitulated the observed magnetoencephalographic data. Using parametric empirical Bayes for optimal model inversion across both drug sessions, we identify the effect of tiagabine on GABAergic modulation of deep pyramidal and interneuronal cell populations. We found a transition of the main GABAergic drug effects from auditory cortex in standard trials to prefrontal cortex in deviant trials. The successful integration of pharmaco- magnetoencephalography with dynamic causal models of frontotemporal networks provides a potential platform on which to evaluate the effects of disease and pharmacological interventions.SIGNIFICANCE STATEMENT Understanding human brain function and developing new treatments require good models of brain function. We tested a detailed generative model of cortical microcircuits that accurately reproduced human magnetoencephalography, to quantify network dynamics and connectivity in frontotemporal cortex. This approach identified the effect of a test drug (GABA-reuptake inhibitor, tiagabine) on neuronal function (GABA-ergic dynamics), opening the way for psychopharmacological studies in health and disease with the mechanistic precision afforded by generative models of the brain.


Assuntos
Córtex Auditivo/diagnóstico por imagem , Lobo Frontal/diagnóstico por imagem , Modelos Neurológicos , Rede Nervosa/diagnóstico por imagem , Neurônios/fisiologia , Idoso , Córtex Auditivo/efeitos dos fármacos , Estudos Cross-Over , Método Duplo-Cego , Feminino , Lobo Frontal/efeitos dos fármacos , Inibidores da Captação de GABA/farmacologia , Humanos , Magnetoencefalografia/métodos , Masculino , Pessoa de Meia-Idade , Rede Nervosa/efeitos dos fármacos , Neurônios/efeitos dos fármacos , Tiagabina/farmacologia
7.
Neuroimage ; 221: 117189, 2020 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-32711064

RESUMO

Cortical recordings of task-induced oscillations following subanaesthetic ketamine administration demonstrate alterations in amplitude, including increases at high-frequencies (gamma) and reductions at low frequencies (theta, alpha). To investigate the population-level interactions underlying these changes, we implemented a thalamo-cortical model (TCM) capable of recapitulating broadband spectral responses. Compared with an existing cortex-only 4-population model, Bayesian Model Selection preferred the TCM. The model was able to accurately and significantly recapitulate ketamine-induced reductions in alpha amplitude and increases in gamma amplitude. Parameter analysis revealed no change in receptor time-constants but significant increases in select synaptic connectivity with ketamine. Significantly increased connections included both AMPA and NMDA mediated connections from layer 2/3 superficial pyramidal cells to inhibitory interneurons and both GABAA and NMDA mediated within-population gain control of layer 5 pyramidal cells. These results support the use of extended generative models for explaining oscillatory data and provide in silico support for ketamine's ability to alter local coupling mediated by NMDA, AMPA and GABA-A.


Assuntos
Ondas Encefálicas , Córtex Cerebral , Antagonistas de Aminoácidos Excitatórios/farmacologia , Interneurônios , Ketamina/farmacologia , Magnetoencefalografia , Modelos Biológicos , Células Piramidais , Tálamo , Adolescente , Adulto , Ondas Encefálicas/efeitos dos fármacos , Ondas Encefálicas/fisiologia , Córtex Cerebral/efeitos dos fármacos , Córtex Cerebral/fisiologia , Humanos , Interneurônios/efeitos dos fármacos , Interneurônios/fisiologia , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Reconhecimento Visual de Modelos/efeitos dos fármacos , Reconhecimento Visual de Modelos/fisiologia , Células Piramidais/efeitos dos fármacos , Células Piramidais/fisiologia , Tálamo/efeitos dos fármacos , Tálamo/fisiologia , Adulto Jovem
8.
Emerg Infect Dis ; 26(10): 2394-2400, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32946720

RESUMO

Signs and symptoms of Shiga toxin-producing Escherichia coli (STEC) serogroup O157:H7 infection range from mild gastrointestinal to bloody diarrhea and hemolytic uremic syndrome (HUS). We assessed the association between Shiga toxin gene (stx) subtype and disease severity for ¼3,000 patients with STEC O157:H7 in England during 2009-2019. Odds of bloody diarrhea, HUS, or both, were significantly higher for patients infected with STEC O157:H7 possessing stx2a only or stx2a combined with other stx subtypes. Odds of severe signs/symptoms were significantly higher for isolates encoding stx2a only and belonging to sublineage Ic and lineage I/II than for those encoding stx2a only and belonging to sublineage IIb, indicating that stx2a is not the only driver causing HUS. Strains of STEC O157:H7 that had stx1a were also significantly more associated with severe disease than strains with stx2c only. This finding confounds public health risk assessment algorithms based on detection of stx2 as a predictor of severe disease.


Assuntos
Infecções por Escherichia coli , Escherichia coli O157 , Escherichia coli Shiga Toxigênica , Inglaterra/epidemiologia , Infecções por Escherichia coli/epidemiologia , Escherichia coli O157/genética , Humanos , Índice de Gravidade de Doença , Toxina Shiga
9.
J Neurophysiol ; 121(4): 1150-1161, 2019 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-30699059

RESUMO

Rhythmic activity in populations of neurons is associated with cognitive and motor function. Our understanding of the neuronal mechanisms underlying these core brain functions has benefitted from demonstrations of cellular, synaptic, and network phenomena, leading to the generation of discrete rhythms at the local network level. However, discrete frequencies of rhythmic activity rarely occur alone. Despite this, little is known about why multiple rhythms are generated together or what mechanisms underlie their interaction to promote brain function. One overarching theory is that different temporal scales of rhythmic activity correspond to communication between brain regions separated by different spatial scales. To test this, we quantified the cross-frequency interactions between two dominant rhythms-theta and delta activity-manifested during magnetoencephalography recordings of subjects performing a word-pair semantic decision task. Semantic processing has been suggested to involve the formation of functional links between anatomically disparate neuronal populations over a range of spatial scales, and a distributed network was manifest in the profile of theta-delta coupling seen. Furthermore, differences in the pattern of theta-delta coupling significantly correlated with semantic outcome. Using an established experimental model of concurrent delta and theta rhythms in neocortex, we show that these outcome-dependent dynamics could be reproduced in a manner determined by the strength of cholinergic neuromodulation. Theta-delta coupling correlated with discrete neuronal activity motifs segregated by the cortical layer, neuronal intrinsic properties, and long-range axonal targets. Thus, the model suggested that local, interlaminar neocortical theta-delta coupling may serve to coordinate both cortico-cortical and cortico-subcortical computations during distributed network activity. NEW & NOTEWORTHY Here, we show, for the first time, that a network of spatially distributed brain regions can be revealed by cross-frequency coupling between delta and theta frequencies in subjects using magnetoencephalography recording during a semantic decision task. A biological model of this cross-frequency coupling suggested an interlaminar, cell-specific division of labor within the neocortex may serve to route the flow of cortico-cortical and cortico-subcortical information to promote such spatially distributed, functional networks.


Assuntos
Cognição , Ritmo Delta , Neocórtex/fisiologia , Semântica , Ritmo Teta , Adulto , Tomada de Decisões , Feminino , Humanos , Masculino
10.
BMC Infect Dis ; 19(1): 12, 2019 Jan 05.
Artigo em Inglês | MEDLINE | ID: mdl-30611217

RESUMO

BACKGROUND: Outbreaks of infectious gastroenteritis in care homes are common, with norovirus a frequent cause. In England there is no co-ordinated national surveillance system. We aimed to estimate the burden of these outbreaks. METHODS: Using a generalised linear mixed effects regression model we described the relationship between the observed number of care home outbreaks and covariates. Estimated model parameters were used to infer uplift in the number of outbreaks expected if all areas were subjected to enhanced surveillance. From this we then estimated the total burden of care home gastroenteritis outbreaks in this period. RESULTS: We estimated a total of 14,146 care home gastroenteritis outbreaks in England during 2014-2016; this is 47% higher than the reported total and a rate of 32.4 outbreaks per 100 care homes per year. The median number of outbreaks from the model estimates was 31 (IQR 20-46) compared to 19 (IQR 12-34) reported from routine surveillance. CONCLUSIONS: This estimated care home gastroenteritis burden in England indicates that current surveillance substantially underestimates the number of outbreaks, by almost half. Improving this surveillance could provide better epidemiological knowledge of the burden of norovirus to inform public health policy, particularly with the advent of norovirus vaccines.


Assuntos
Infecções por Caliciviridae/epidemiologia , Surtos de Doenças/estatística & dados numéricos , Gastroenterite/epidemiologia , Casas de Saúde/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Criança , Pré-Escolar , Inglaterra/epidemiologia , Gastroenterite/virologia , Hospitalização/estatística & dados numéricos , Humanos , Lactente , Recém-Nascido , Norovirus/isolamento & purificação , Vigilância da População , Características de Residência/estatística & dados numéricos , Instituições Acadêmicas/estatística & dados numéricos
11.
Clin Infect Dis ; 67(5): 693-700, 2018 08 16.
Artigo em Inglês | MEDLINE | ID: mdl-29529135

RESUMO

Background: Norovirus places a substantial burden on healthcare systems, arising from infected patients, disease outbreaks, beds kept unoccupied for infection control, and staff absences due to infection. In settings with high rates of bed occupancy, opportunity costs arise from patients who cannot be admitted due to beds being unavailable. With several treatments and vaccines against norovirus in development, quantifying the expected economic burden is timely. Methods: The number of inpatients with norovirus-associated gastroenteritis in England was modeled using infectious and noninfectious gastrointestinal Hospital Episode Statistics codes and laboratory reports of gastrointestinal pathogens collected at Public Health England. The excess length of stay from norovirus was estimated with a multistate model and local outbreak data. Unoccupied bed-days and staff absences were estimated from national outbreak surveillance. The burden was valued conventionally using accounting expenditures and wages, which we contrasted to the opportunity costs from forgone patients using a novel methodology. Results: Between July 2013 and June 2016, 17.7% (95% confidence interval [CI], 15.6%‒21.6%) of primary and 23.8% (95% CI, 20.6%‒29.9%) of secondary gastrointestinal diagnoses were norovirus attributable. Annually, the estimated median 290000 (interquartile range, 282000‒297000) occupied and unoccupied bed-days used for norovirus displaced 57800 patients. Conventional costs for the National Health Service reached £107.6 million; the economic burden approximated to £297.7 million and a loss of 6300 quality-adjusted life-years annually. Conclusions: In England, norovirus is now the second-largest contributor of the gastrointestinal hospital burden. With the projected impact being greater than previously estimated, improved capture of relevant opportunity costs seems imperative for diseases such as norovirus.


Assuntos
Infecções por Caliciviridae/economia , Surtos de Doenças/economia , Gastroenterite/economia , Hospitalização/economia , Controle de Infecções/economia , Absenteísmo , Adulto , Idoso , Idoso de 80 Anos ou mais , Infecções por Caliciviridae/epidemiologia , Efeitos Psicossociais da Doença , Infecção Hospitalar/economia , Infecção Hospitalar/epidemiologia , Infecção Hospitalar/virologia , Surtos de Doenças/prevenção & controle , Inglaterra/epidemiologia , Feminino , Gastroenterite/epidemiologia , Gastroenterite/virologia , Humanos , Pacientes Internados , Masculino , Pessoa de Meia-Idade , Norovirus/isolamento & purificação
12.
Neuroimage ; 167: 372-383, 2018 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-29203456

RESUMO

Magnetoencephalography (MEG) is a direct measure of neuronal current flow; its anatomical resolution is therefore not constrained by physiology but rather by data quality and the models used to explain these data. Recent simulation work has shown that it is possible to distinguish between signals arising in the deep and superficial cortical laminae given accurate knowledge of these surfaces with respect to the MEG sensors. This previous work has focused around a single inversion scheme (multiple sparse priors) and a single global parametric fit metric (free energy). In this paper we use several different source inversion algorithms and both local and global, as well as parametric and non-parametric fit metrics in order to demonstrate the robustness of the discrimination between layers. We find that only algorithms with some sparsity constraint can successfully be used to make laminar discrimination. Importantly, local t-statistics, global cross-validation and free energy all provide robust and mutually corroborating metrics of fit. We show that discrimination accuracy is affected by patch size estimates, cortical surface features, and lead field strength, which suggests several possible future improvements to this technique. This study demonstrates the possibility of determining the laminar origin of MEG sensor activity, and thus directly testing theories of human cognition that involve laminar- and frequency-specific mechanisms. This possibility can now be achieved using recent developments in high precision MEG, most notably the use of subject-specific head-casts, which allow for significant increases in data quality and therefore anatomically precise MEG recordings. SECTION: Analysis methods. CLASSIFICATIONS: Source localization: inverse problem; Source localization: other.


Assuntos
Algoritmos , Imageamento por Ressonância Magnética/métodos , Magnetoencefalografia/métodos , Modelos Teóricos , Neocórtex/fisiologia , Adulto , Simulação por Computador , Humanos , Magnetoencefalografia/normas
13.
J Neurophysiol ; 119(1): 49-61, 2018 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-28954894

RESUMO

Acute in vitro models have revealed a great deal of information about mechanisms underlying many types of epileptiform activity. However, few examples exist that shed light on spike-and-wave (SpW) patterns of pathological activity. SpW are seen in many epilepsy syndromes, both generalized and focal, and manifest across the entire age spectrum. They are heterogeneous in terms of their severity, symptom burden, and apparent anatomical origin (thalamic, neocortical, or both), but any relationship between this heterogeneity and underlying pathology remains elusive. In this study we demonstrate that physiological delta-frequency rhythms act as an effective substrate to permit modeling of SpW of cortical origin and may help to address this issue. For a starting point of delta activity, multiple subtypes of SpW could be modeled computationally and experimentally by either enhancing the magnitude of excitatory synaptic events ascending from neocortical layer 5 to layers 2/3 or selectively modifying superficial layer GABAergic inhibition. The former generated SpW containing multiple field spikes with long interspike intervals, whereas the latter generated SpW with short-interval multiple field spikes. Both types had different laminar origins and each disrupted interlaminar cortical dynamics in a different manner. A small number of examples of human recordings from patients with different diagnoses revealed SpW subtypes with the same temporal signatures, suggesting that detailed quantification of the pattern of spikes in SpW discharges may be a useful indicator of disparate underlying epileptogenic pathologies. NEW & NOTEWORTHY Spike-and-wave-type discharges (SpW) are a common feature in many epilepsies. Their electrographic manifestation is highly varied, as are available genetic clues to associated underlying pathology. Using computational and in vitro models, we demonstrate that distinct subtypes of SpW are generated by lamina-selective disinhibition or enhanced interlaminar excitation. These subtypes could be detected in at least some noninvasive patient recordings, suggesting more detailed analysis of SpW may be useful in determining clinical pathology.


Assuntos
Ritmo Delta , Epilepsia/fisiopatologia , Potenciais Pós-Sinápticos Excitadores , Neocórtex/fisiopatologia , Inibição Neural , Animais , Criança , Neurônios GABAérgicos/fisiologia , Humanos , Masculino , Pessoa de Meia-Idade , Neocórtex/citologia , Ratos , Ratos Wistar
14.
Emerg Infect Dis ; 24(12): 2303-2308, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-30457532

RESUMO

We used whole-genome sequencing to investigate the evolutionary context of an emerging highly pathogenic strain of Shiga toxin-producing Escherichia coli (STEC) O157:H7 in England and Wales. A timed phylogeny of sublineage IIb revealed that the emerging clone evolved from a STEC O157:H7 stx-negative ancestor ≈10 years ago after acquisition of a bacteriophage encoding Shiga toxin (stx) 2a, which in turn had evolved from a stx2c progenitor ≈20 years ago. Infection with the stx2a clone was a significant risk factor for bloody diarrhea (OR 4.61, 95% CI 2.24-9.48; p<0.001), compared with infection with other strains within sublineage IIb. Clinical symptoms of cases infected with sublineage IIb stx2c and stx-negative clones were comparable, despite the loss of stx2c. Our analysis highlighted the highly dynamic nature of STEC O157:H7 Stx-encoding bacteriophages and revealed the evolutionary history of a highly pathogenic clone emerging within sublineage IIb, a sublineage not previously associated with severe clinical symptoms.


Assuntos
Infecções por Escherichia coli/epidemiologia , Infecções por Escherichia coli/microbiologia , Escherichia coli O157/classificação , Inglaterra/epidemiologia , Infecções por Escherichia coli/diagnóstico , Escherichia coli O157/patogenicidade , Escherichia coli O157/virologia , Evolução Molecular , Feminino , Genoma Bacteriano , Genômica/métodos , Humanos , Masculino , Filogenia , Polimorfismo de Nucleotídeo Único , Índice de Gravidade de Doença , País de Gales/epidemiologia
15.
Eur J Public Health ; 28(1): 134-138, 2018 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-29016791

RESUMO

Background: Infectious intestinal diseases (IID) are common, affecting around 25% of people in UK each year at an estimated annual cost to the economy, individuals and the NHS of £1.5 billion. While there is evidence of higher IID hospital admissions in more disadvantaged groups, the association between socioeconomic status (SES) and risk of IID remains unclear. This study aims to investigate the relationship between SES and IID in a large community cohort. Methods: Longitudinal analysis of a prospective community cohort in the UK following 6836 participants of all ages was undertaken. Hazard ratios for IID by SES were estimated using Cox proportional hazard, adjusting for follow-up time and potential confounding factors. Results: In the fully adjusted analysis, hazard ratio of IID was significantly lower among routine/manual occupations compared with managerial/professional occupations (HR 0.74, 95% CI 0.61-0.90). Conclusion: In this large community cohort, lower SES was associated with lower IID risk. This may be partially explained by the low response rate which varied by SES. However, it may be related to differences in exposure or recognition of IID symptoms by SES. Higher hospital admissions associated with lower SES observed in some studies could relate to more severe consequences, rather than increased infection risk.


Assuntos
Doenças Transmissíveis/epidemiologia , Inquéritos Epidemiológicos/estatística & dados numéricos , Enteropatias/epidemiologia , Classe Social , Adolescente , Adulto , Idoso , Estudos de Coortes , Feminino , Humanos , Incidência , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Estudos Prospectivos , Reino Unido/epidemiologia , Adulto Jovem
16.
BMC Infect Dis ; 17(1): 447, 2017 06 23.
Artigo em Inglês | MEDLINE | ID: mdl-28645256

RESUMO

BACKGROUND: The burden of infectious intestinal disease (IID) in the UK is substantial. Negative consequences including sickness absence are common, but little is known about the social patterning of these outcomes, or the extent to which they relate to disease severity. METHODS: We performed a cross-sectional analysis using IID cases identified from a large population-based survey, to explore the association between socioeconomic status (SES) and symptom severity and sickness absence; and to assess the role of symptom severity on the relationship between SES and absence. Regression modelling was used to investigate these associations, whilst controlling for potential confounders such as age, sex and ethnicity. RESULTS: Among 1164 cases, those of lower SES versus high had twice the odds of experiencing severe symptoms (OR 2.2, 95%CI;1.66-2.87). Lower SES was associated with higher odds of sickness absence (OR 1.8, 95%CI;1.26-2.69), however this association was attenuated after adjusting for symptom severity (OR 1.4, 95%CI;0.92-2.07). CONCLUSIONS: In a large sample of IID cases, those of low SES versus high were more likely to report severe symptoms, and sickness absence; with greater severity largely explaining the higher absence. Public health interventions are needed to address the unequal consequences of IID identified.


Assuntos
Enteropatias/microbiologia , Licença Médica/estatística & dados numéricos , Classe Social , Adolescente , Adulto , Idoso , Criança , Pré-Escolar , Estudos de Coortes , Estudos Transversais , Feminino , Humanos , Renda , Enteropatias/epidemiologia , Enteropatias/etiologia , Masculino , Pessoa de Meia-Idade , Autorrelato , Inquéritos e Questionários , Reino Unido/epidemiologia , Adulto Jovem
17.
Emerg Infect Dis ; 22(4): 590-7, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26982243

RESUMO

We evaluated clinical Shiga toxin-producing Escherichia coli O157 infections in England and Wales during 1983-2012 to describe changes in microbiological and surveillance methods. A strain replacement event was captured; phage type (PT) 2 decreased to account for just 3% of cases by 2012, whereas PT8 and PT21/28 strains concurrently emerged, constituting almost two thirds of cases by 2012. Despite interventions to control and reduce transmission, incidence remained constant. However, sources of infection changed over time; outbreaks caused by contaminated meat and milk declined, suggesting that interventions aimed at reducing meat cross-contamination were effective. Petting farm and school and nursery outbreaks increased, suggesting the emergence of other modes of transmission and potentially contributing to the sustained incidence over time. Studies assessing interventions and consideration of policies and guidance should be undertaken to reduce Shiga toxin-producing E. coli O157 infections in England and Wales in line with the latest epidemiologic findings.


Assuntos
Surtos de Doenças , Infecções por Escherichia coli/epidemiologia , Escherichia coli O157/metabolismo , Toxina Shiga/isolamento & purificação , Escherichia coli Shiga Toxigênica/metabolismo , Adolescente , Adulto , Animais , Criança , Pré-Escolar , Colífagos/classificação , Colífagos/genética , Colífagos/isolamento & purificação , Controle de Doenças Transmissíveis , Inglaterra/epidemiologia , Monitoramento Epidemiológico , Infecções por Escherichia coli/microbiologia , Infecções por Escherichia coli/patologia , Infecções por Escherichia coli/transmissão , Escherichia coli O157/isolamento & purificação , Escherichia coli O157/patogenicidade , Escherichia coli O157/fisiologia , Fezes/microbiologia , Feminino , Humanos , Incidência , Lactente , Recém-Nascido , Masculino , Carne/microbiologia , Pessoa de Meia-Idade , Leite/microbiologia , Tipagem Molecular , Toxina Shiga/biossíntese , Escherichia coli Shiga Toxigênica/patogenicidade , Escherichia coli Shiga Toxigênica/fisiologia , País de Gales/epidemiologia
18.
Emerg Infect Dis ; 20(7): 1097-104, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24960614

RESUMO

In England and Wales, the emergence of Salmonella enterica serovar Enteritidis resulted in the largest and most persistent epidemic of foodborne infection attributable to a single subtype of any pathogen since systematic national microbiological surveillance was established. We reviewed 67 years of surveillance data to examine the features, underlying causes, and overall effects of S. enterica ser. Enteritidis. The epidemic was associated with the consumption of contaminated chicken meat and eggs, and a decline in the number of infections began after the adoption of vaccination and other measures in production and distribution of chicken meat and eggs. We estimate that >525,000 persons became ill during the course of the epidemic, which caused a total of 6,750,000 days of illness, 27,000 hospitalizations, and 2,000 deaths. Measures undertaken to control the epidemic have resulted in a major reduction in foodborne disease in England and Wales.


Assuntos
Infecções por Salmonella/epidemiologia , Salmonella enteritidis/isolamento & purificação , Animais , Galinhas/microbiologia , Surtos de Doenças , Ovos/microbiologia , Inglaterra/epidemiologia , Microbiologia de Alimentos/métodos , Humanos , Carne/microbiologia , País de Gales/epidemiologia
19.
J Am Med Dir Assoc ; 25(2): 304-313.e11, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38065220

RESUMO

OBJECTIVES: To describe the built environment in long-term care facilities (LTCF) and its association with introduction and transmission of SARS-CoV-2 infection. DESIGN: Cross-sectional survey with linkage to routine surveillance data. SETTING AND PARTICIPANTS: LTCFs in England caring for adults ≥65 years old, participating in the VIVALDI study (ISRCTN14447421) were eligible. Data were included from residents and staff. METHODS: Cross-sectional survey of the LTCF built environment with linkage to routinely collected asymptomatic and symptomatic SARS-CoV-2 testing and vaccination data between September 1, 2020, and March 31, 2022. We used individual and LTCF level Poisson and Negative Binomial regression models to identify risk factors for 4 outcomes: incidence rate of resident infections and outbreaks, outbreak size, and duration. We considered interactions with variant transmissibility (pre vs post Omicron dominance). RESULTS: A total of 134 of 151 (88.7%) LTCFs participated in the survey, contributing data for 13,010 residents and 17,766 staff. After adjustment and stratification, outbreak incidence (measuring infection introduction) was only associated with SARS-CoV-2 incidence in the community [incidence rate ratio (IRR) for high vs low incidence, 2.84; 95% CI, 1.85-4.36]. Characteristics of the built environment were associated with transmission outcomes and differed by variant transmissibility. For resident infection incidence, factors included number of storeys (0.64; 0.43-0.97) and bedrooms (1.04; 1.02-1.06), and purpose-built vs converted buildings (1.99; 1.08-3.69). Air quality was associated with outbreak size (dry vs just right 1.46; 1.00-2.13). Funding model (0.99; 0.99-1.00), crowding (0.98; 0.96-0.99), and bedroom temperature (1.15; 1.01-1.32) were associated with outbreak duration. CONCLUSIONS AND IMPLICATIONS: We describe previously undocumented diversity in LTCF built environments. LTCFs have limited opportunities to prevent SARS-CoV-2 introduction, which was only driven by community incidence. However, adjusting the built environment, for example by isolating infected residents or improving airflow, may reduce transmission, although data quality was limited by subjectivity. Identifying LTCF built environment modifications that prevent infection transmission should be a research priority.


Assuntos
COVID-19 , SARS-CoV-2 , Adulto , Humanos , Idoso , COVID-19/epidemiologia , Estudos Transversais , Assistência de Longa Duração , Teste para COVID-19 , Armazenamento e Recuperação da Informação
20.
Sci Rep ; 13(1): 8939, 2023 06 02.
Artigo em Inglês | MEDLINE | ID: mdl-37268659

RESUMO

Self-report scales are widely used in cognitive neuroscience and psychology. However, they rest on the central assumption that respondents engage meaningfully. We hypothesise that this assumption does not hold for many patients, especially those with syndromes associated with frontotemporal lobar degeneration. In this study we investigated differences in response patterns on a visual analogue scale between people with frontotemporal degeneration and controls. We found that people with syndromes associated with frontotemporal lobar degeneration respond with more invariance and less internal consistency than controls, with Bayes Factors = 15.2 and 14.5 respectively indicating strong evidence for a group difference. There was also evidence that patient responses feature lower entropy. These results have important implications for the interpretation of self-report data in clinical populations. Meta-response markers related to response patterns, rather than the values reported on individual items, may be an informative addition to future research and clinical practise.


Assuntos
Demência Frontotemporal , Degeneração Lobar Frontotemporal , Humanos , Escala Visual Analógica , Teorema de Bayes , Síndrome
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