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Synchronous neural oscillations are strongly associated with a variety of perceptual, cognitive, and behavioural processes. It has been proposed that the role of the synchronous oscillations in these processes is to facilitate information transmission between brain areas, the 'communication through coherence,' or CTC hypothesis. The details of how this mechanism would work, however, and its causal status, are still unclear. Here we investigate computationally a proposed mechanism for selective attention that directly implicates the CTC as causal. The mechanism involves alpha band (about 10 Hz) oscillations, originating in the pulvinar nucleus of the thalamus, being sent to communicating cortical areas, organizing gamma (about 40 Hz) oscillations there, and thus facilitating phase coherence and communication between them. This is proposed to happen contingent on control signals sent from higher-level cortical areas to the thalamic reticular nucleus, which controls the alpha oscillations sent to cortex by the pulvinar. We studied the scope of this mechanism in parameter space, and limitations implied by this scope, using a computational implementation of our conceptual model. Our results indicate that, although the CTC-based mechanism can account for some effects of top-down and bottom-up attentional selection, its limitations indicate that an alternative mechanism, in which oscillatory coherence is caused by communication between brain areas rather than being a causal factor for it, might operate in addition to, or even instead of, the CTC mechanism.
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Atención , Modelos Neurológicos , Atención/fisiología , Humanos , Biología Computacional , Simulación por Computador , Encéfalo/fisiología , Ritmo alfa/fisiología , Pulvinar/fisiologíaRESUMEN
Socioeconomic factors remain one of the most clinically significant contributors to health outcomes in this country, yet the current fee-for-service payment structure incentivizes volume and does not address such factors. The American College of Physicians proposes specific policy recommendations on reforming payment programs, including those designed to treat underserved patient populations, to better address value in health care and achieve greater equity. The proposal advocates that population-based prospective payment models, including hybrid models that combine fee-for-service with prospective payments, not only have the potential to achieve high-value care but can also be designed in such a way as to adjust for the social drivers that impact health outcomes. The need to recognize health care disparities and inequities in the implementation of the Quality Payment Program in particular and risk scoring in general and the need for social policies to improve access to health information technology are further examples of policy prescriptions that can advance equity. Evidence-based services and programs in Medicare Part B that are shown to preserve the Medicare trust fund through savings in Part A should be able to be scored as offsets for the cost of those new programs. The approach of building a health care system that is smarter about how dollars are spent to make people healthier must shift to one with a clear intention of decreasing health inequities and addressing social drivers of health.
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Medicare , Médicos , Anciano , Atención a la Salud , Planes de Aranceles por Servicios , Humanos , Estados UnidosRESUMEN
Neuroimaging and lesion studies indicate that visual attention is controlled by a distributed network of brain areas. The covert control of visuospatial attention has also been associated with retinotopic modulation of alpha-band oscillations within early visual cortex, which are thought to underlie inhibition of ignored areas of visual space. The relation between distributed networks mediating attention control and more focal oscillatory mechanisms, however, remains unclear. The present study evaluated the hypothesis that alpha-band, directed, network interactions within the attention control network are systematically modulated by the locus of visuospatial attention. We localized brain areas involved in visuospatial attention orienting using magnetoencephalographic (MEG) imaging and investigated alpha-band Granger-causal interactions among activated regions using narrow-band transfer entropy. The deployment of attention to one side of visual space was indexed by lateralization of alpha power changes between about 400ms and 700ms post-cue onset. The changes in alpha power were associated, in the same time period, with lateralization of anterior-to-posterior information flow in the alpha-band from various brain areas involved in attention control, including the anterior cingulate cortex, left middle and inferior frontal gyri, left superior temporal gyrus, and right insula, and inferior parietal lobule, to early visual areas. We interpreted these results to indicate that distributed network interactions mediated by alpha oscillations exert top-down influences on early visual cortex to modulate inhibition of processing for ignored areas of visual space.
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Ritmo alfa , Atención/fisiología , Corteza Cerebral/fisiología , Vías Visuales/fisiología , Percepción Visual/fisiología , Adulto , Femenino , Humanos , Magnetoencefalografía , Masculino , Estimulación Luminosa , Percepción Espacial/fisiología , Corteza Visual/fisiología , Adulto JovenRESUMEN
Although typically assumed to degrade performance, random fluctuations, or noise, can sometimes improve information processing in non-linear systems. One such form of 'stochastic facilitation', stochastic resonance, has been observed to enhance processing both in theoretical models of neural systems and in experimental neuroscience. However, the two approaches have yet to be fully reconciled. Understanding the diverse roles of noise in neural computation will require the design of experiments based on new theory and models, into which biologically appropriate experimental detail feeds back at various levels of abstraction.
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Modelos Neurológicos , Neuronas/fisiología , Dinámicas no Lineales , Animales , Evolución Biológica , Humanos , Ruido , Transducción de Señal , Procesos EstocásticosRESUMEN
We expand upon Morsella et al.'s synthesis in the direction of what Gibson (1979) called an ecological approach to perception. Morsella et al. describe consciousness as a director of voluntary action, but they understate the role of the environment in its evolution as well as in directing behavior. We elaborate these roles in the context of the concept of affordances.
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Ecología , Percepción , Evolución Biológica , Humanos , Modelos TeóricosRESUMEN
In this letter, we provide a stochastic analysis of, and supporting simulation data for, a stochastic model of the generation of gamma bursts in local field potential (LFP) recordings by interacting populations of excitatory and inhibitory neurons. Our interest is in behavior near a fixed point of the stochastic dynamics of the model. We apply a recent limit theorem of stochastic dynamics to probe into details of this local behavior, obtaining several new results. We show that the stochastic model can be written in terms of a rotation multiplied by a two-dimensional standard Ornstein-Uhlenbeck (OU) process. Viewing the rewritten process in terms of phase and amplitude processes, we are able to proceed further in analysis. We demonstrate that gamma bursts arise in the model as excursions of the modulus of the OU process. The associated pair of stochastic phase and amplitude processes satisfies their own pair of stochastic differential equations, which indicates that large phase slips occur between gamma bursts. This behavior is mirrored in LFP data simulated from the original model. These results suggest that the rewritten model is a valid representation of the behavior near the fixed point for a wide class of models of oscillatory neural processes.
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Potenciales Evocados/fisiología , Ritmo Gamma/fisiología , Modelos Neurológicos , Dinámicas no Lineales , Electroencefalografía , Humanos , Neuronas/fisiología , Análisis Espectral , Procesos EstocásticosRESUMEN
Stochastic resonance (SR) is said to be observed when the presence of noise in a nonlinear system enables an output signal from the system to better represent some feature of an input signal than it does in the absence of noise. The effect has been observed in models of individual neurons, and in experiments performed on real neural systems. Despite the ubiquity of biophysical sources of stochastic noise in the nervous system, however, it has not yet been established whether neuronal computation mechanisms involved in performance of specific functions such as perception or learning might exploit such noise as an integral component, such that removal of the noise would diminish performance of these functions. In this paper we revisit the methods used to demonstrate stochastic resonance in models of single neurons. This includes a previously unreported observation in a multicompartmental model of a CA1-pyramidal cell. We also discuss, as a contrast to these classical studies, a form of 'stochastic facilitation', known as inverse stochastic resonance. We draw on the reviewed examples to argue why new approaches to studying 'stochastic facilitation' in neural systems need to be developed.
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Simulación por Computador , Modelos Neurológicos , Neuronas/fisiología , Procesos Estocásticos , Animales , HumanosRESUMEN
Noise is generally considered to be detrimental. In the right conditions, however, noise can improve signal detection or information transmission. This counterintuitive phenomenon is called stochastic resonance (SR). SR has generated significant interdisciplinary interest, particularly in physics, engineering, and medical and environmental sciences. In this review, we discuss a growing empirical literature that suggests that noise at the right intensity may improve the detection and processing of auditory, sensorimotor, and visual stimuli. We focus particularly on applications of SR in sensory biology and investigate whether SR-based technologies present a pathway to improve outcomes for individuals living with sensory impairments. We conclude that there is considerable evidence supporting the application of SR in developing sensory prosthetics. However, the progression of SR-based technologies is variable across the sensory modalities. We suggest opportunities for further advancements in each modality, considering the best approaches to maximise benefits and capitalise on progress already made. Overall, SR can offer opportunities to improve existing technologies or to motivate innovations.
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Prótesis Neurales , Procesos Estocásticos , Humanos , AnimalesRESUMEN
BACKGROUND: The quality of the continuity clinic experience for internal medicine (IM) residents may influence their choice to enter general internal medicine (GIM), yet few data exist to support this hypothesis. OBJECTIVE: To assess the relationship between IM residents' satisfaction with continuity clinic and interest in GIM careers. DESIGN: Cross-sectional survey assessing satisfaction with elements of continuity clinic and residents' likelihood of career choice in GIM. PARTICIPANTS: IM residents at three urban medical centers. MAIN MEASURES: Bivariate and multivariate associations between satisfaction with 32 elements of outpatient clinic in 6 domains (clinical preceptors, educational environment, ancillary staff, time management, administrative, personal experience) and likelihood of considering a GIM career. KEY RESULTS: Of the 225 (90 %) residents who completed surveys, 48 % planned to enter GIM before beginning their continuity clinic, whereas only 38 % did as a result of continuity clinic. Comparing residents' likelihood to enter GIM as a result of clinic to likelihood to enter a career in GIM before clinic showed that 59 % of residents had no difference in likelihood, 28 % reported a lower likelihood as a result of clinic, and 11 % reported higher likelihood as a result of clinic. Most residents were very satisfied or satisfied with all clinic elements. Significantly more residents (p ≤ 0.002) were likely vs. unlikely to enter GIM if they were very satisfied with faculty mentorship (76 % vs. 53 %), time for appointments (28 % vs. 11 %), number of patients seen (33 % vs. 15 %), personal reward from work (51 % vs. 23 %), relationship with patients (64 % vs. 42 %), and continuity with patients (57 % vs. 33 %). In the multivariate analysis, being likely to enter GIM before clinic (OR 29.0, 95 % CI 24.0-34.8) and being very satisfied with the continuity of relationships with patients (OR 4.08, 95 % CI 2.50-6.64) were the strongest independent predictors of likelihood to enter GIM as a result of clinic. CONCLUSIONS: Resident satisfaction with most aspects of continuity clinic was high; yet, continuity clinic had an overall negative influence on residents' attitudes toward GIM careers. Targeting resources toward improving ambulatory patient continuity, workflow efficiency and increasing pre-residency interest in primary care may help build the primary care workforce.
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Actitud del Personal de Salud , Selección de Profesión , Continuidad de la Atención al Paciente , Medicina Interna/métodos , Internado y Residencia/métodos , Satisfacción en el Trabajo , Continuidad de la Atención al Paciente/tendencias , Estudios Transversales/métodos , Femenino , Humanos , Medicina Interna/tendencias , Internado y Residencia/tendencias , Masculino , Servicio Ambulatorio en Hospital/tendenciasRESUMEN
While noise is generally believed to impair performance, the detection of weak stimuli can sometimes be enhanced by introducing optimum noise levels. This phenomenon is termed 'Stochastic Resonance' (SR). Past evidence suggests that autistic individuals exhibit higher neural noise than neurotypical individuals. It has been proposed that the enhanced performance in Autism Spectrum Disorder (ASD) on some tasks could be due to SR. Here we present a computational model, lab-based, and online visual identification experiments to find corroborating evidence for this hypothesis in individuals without a formal ASD diagnosis. Our modeling predicts that artificially increasing noise results in SR for individuals with low internal noise (e.g., neurotypical), however not for those with higher internal noise (e.g., autistic, or neurotypical individuals with higher autistic traits). It also predicts that at low stimulus noise, individuals with higher internal noise outperform those with lower internal noise. We tested these predictions using visual identification tasks among participants from the general population with autistic traits measured by the Autism-Spectrum Quotient (AQ). While all participants showed SR in the lab-based experiment, this did not support our model strongly. In the online experiment, significant SR was not found, however participants with higher AQ scores outperformed those with lower AQ scores at low stimulus noise levels, which is consistent with our modeling. In conclusion, our study is the first to investigate the link between SR and superior performance by those with ASD-related traits, and reports limited evidence to support the high neural noise/SR hypothesis.
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Previous attempts to investigate the supramodal nature of attentional control have focused primarily on identifying neuroanatomical overlap in the frontoparietal systems activated during voluntary shifts of spatial attention in different sensory modalities. However, the activation of the same neural structures is insufficient evidence for a supramodal system, as the same brain regions could interact with one another in very different ways during shifts of attention in different modalities. Thus, to explore the similarity of the functional networks, it is necessary to identify the neural structures involved and to examine the timing and sequence of activities within the network. To this end, we used an electrical neuroimaging technique to localize the neural sources of electroencephalographic signals recorded from human subjects during audiospatial shifts of attention and to examine the timing and sequence of activities within several regions of interest. We then compared the results to an analogous study of visuospatial attention shifts. Similar frontal and parietal regions were activated during visual and auditory shifts of attention, and the timing of activities within these regions was nearly identical. Following this modality-independent sequence of attention-control activity, activity in the relevant sensory cortex was enhanced in anticipation of the response-relevant target. These results are consistent with the hypothesis that a single supramodal network of frontal and parietal regions mediates voluntary shifts of spatial attention and controls the flow of sensory information in modality-specific sensory pathways.
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Atención/fisiología , Percepción Auditiva/fisiología , Encéfalo/fisiología , Red Nerviosa/fisiología , Percepción Espacial/fisiología , Estimulación Acústica , Vías Auditivas/fisiología , Mapeo Encefálico , Electroencefalografía , Femenino , Lateralidad Funcional/fisiología , Humanos , Masculino , Adulto JovenRESUMEN
A new method was here developed for the determination of (18)O-labeling ratios in metabolic oligophosphates, such as ATP, at different phosphoryl moieties (α-, ß-, and γ-ATP) using sensitive and rapid electrospray ionization mass spectrometry (ESI-MS). The ESI-MS-based method for monitoring of (18)O/(16)O exchange was validated with gas chromatography-mass spectrometry and 2D (31)P NMR correlation spectroscopy, the current standard methods in labeling studies. Significant correlation was found between isotopomer selective 2D (31)P NMR spectroscopy and isotopomer less selective ESI-MS method. Results demonstrate that ESI-MS provides a robust analytical platform for simultaneous determination of levels, (18)O-labeling kinetics and turnover rates of α-, ß-, and γ-phosphoryls in ATP molecule. Such method is advantageous for large scale dynamic phosphometabolomic profiling of metabolic networks and acquiring information on the status of probed cellular energetic system.
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Adenosina Trifosfato/metabolismo , Espectroscopía de Resonancia Magnética/métodos , Fosfatos/metabolismo , Espectrometría de Masa por Ionización de Electrospray/métodos , Adenosina Trifosfato/análisis , Animales , Cromatografía de Gases y Espectrometría de Masas , Ratones , Miocardio/metabolismo , Isótopos de Oxígeno/análisis , Isótopos de Oxígeno/metabolismo , Fosfatos/análisis , Isótopos de Fósforo/análisis , Isótopos de Fósforo/metabolismo , Ratas , Espectrometría de Masa por Ionización de Electrospray/economíaRESUMEN
In this paper we address the following problems and provide realistic answers to them: (1) What could be the physical substrate for subjective, phenomenal, consciousness (P-consciousness)? Our answer: the electromagnetic (EM) field generated by the movement and changes of electrical charges in the brain. (2) Is this substrate generated in some particular part of the brains of conscious entities or does it comprise the entirety of the brain/body? Our answer: a part of the thalamus in mammals, and homologous parts of other brains generates the critical EM field. (3) From whence arise the qualia experienced in P-consciousness? Our answer, the relevant EM field is "structured" by emulating in the brain the information in EM fields arising from both external (the environment) and internal (the body) sources. (4) What differentiates the P-conscious EM field from other EM fields, e.g., the flux of photons scattered from object surfaces, the EM field of an electro-magnet, or the EM fields generated in the brain that do not enter P-consciousness, such as those generated in the retina or occipital cortex, or those generated in brain areas that guide behavior through visual information in persons exhibiting "blindsight"? Our answer: living systems express a boundary between themselves and the environment, requiring them to model (coarsely emulate) information from their environment in order to control through actions, to the extent possible, the vast sea of variety in which they are immersed. This model, expressed in an EM field, is P-consciousness. The model is the best possible representation of the moment-to-moment niche-relevant (action-relevant: affordance) information an organism can generate (a Gestalt). Information that is at a lower level than niche-relevant, such as the unanalyzed retinal vector-field, is not represented in P-consciousness because it is not niche-relevant. Living organisms have sensory and other systems that have evolved to supply such information, albeit in a coarse form.
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OBJECTIVE: To characterize electrophysiological functional connectivity within both the default mode network (DMN) and the task-positive network (TPN) among a small group of unresponsive hospice patients at the end of life. METHODS: EEG recordings from resting state were analysed to identify brain regions in the DMN and TPN of 30 young, healthy controls, and of 9 hospice patients when they were responsive and of 5 patients when they became unresponsive during the last hours of life. RESULTS: The prevalence of activation and connectivity within the DMN was similar across all participant groups. Overall functional connectivity was higher between brain regions within the DMN than between brain regions within TPN for all participant groups. The number of functional connections within the DMN, however, was greater than those within the TPN among controls and responsive hospice patients but not among unresponsive hospice patients. CONCLUSIONS: Some unresponsive patients may have the functional architecture to support internally-oriented thought at the end of life. Resting state default mode - task positive network anticorrelations may be present among some unresponsive hospice patients. SIGNIFICANCE: Some unresponsive end of life patients may be able to mind-wander. Implications for internally-oriented awareness at the end of life are discussed.
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Ondas Encefálicas , Encéfalo/fisiopatología , Inconsciencia/fisiopatología , Adulto , Anciano , Anciano de 80 o más Años , Concienciación , Enfermedad Crítica , Femenino , Humanos , Masculino , Persona de Mediana EdadRESUMEN
We find conditions for optimal phase coherence among sums of phase-offset sine wave pairs of two frequencies, e.g., gamma and alpha. Optimal phase coherence occurs when the respective phase offsets match. Then, using stochastic rate models instead of firing models for both cortical and pulvinar activity, we show that for roughly matching phase offsets of alpha and gamma oscillations there is optimal phase coherence and information transmission between modelled cortical regions.
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OBJECTIVE: To characterize electrophysiological activity, and likely neural sources of that activity, associated with listening to music in both healthy participants and in a small group of hospice patients both when responsive and when unresponsive hours before death. METHODS: Young, healthy participants (N = 22) were asked to attend to (Active condition) and to ignore (Passive condition) brief (6 s) music excerpts. A smaller group (N = 13) of hospice patients was asked to attend to the same musical excerpts (Active condition only), both when they were responsive (N = 8) and again when they became unresponsive (N = 4) only hours before death. EEG-derived event-related spectral perturbations (ERSPs) to music stimuli, and their approximate neural sources, were computed for each individual in both groups. RESULTS: In the healthy participants, alpha-band ERSP during the music excerpts in a group-level analysis was significantly lower in posterio-parietal brain areas in the Active condition than in the Passive condition (event-related desynchronization, ERD). Moreover, in an analysis of individual ERSP data, most (18 of 22 or 84%) healthy participants showed meaningful sustained (4 or more seconds) alpha-band suppression in one or more posterio-parietal brain areas when they were asked to attend to the music, whereas far fewer healthy participants (only 7 of 19 or 37%) generated the same response when asked to ignore the music, indicating that posterio-parietal alpha-band ERD could be a useful marker of music listening. Similarly, 75% of eight responsive hospice patients, and 100% of four unresponsive hospice patients showed sustained posterio-parietal alpha-band suppression when asked to attend to the music, indicating that they could be listening to the music covertly even when overtly unresponsive. CONCLUSIONS: Some (but likely not all, as other patients will vary from those we studied) unresponsive patients at the end of life might be able to listen to music, despite being unable to overtly indicate their awareness. SIGNIFICANCE: Music stimulation may be a promising way to engage unresponsive patients.
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Hospitales para Enfermos Terminales , Música , Estimulación Acústica , Percepción Auditiva/fisiología , Muerte , HumanosRESUMEN
Individuals eligible for lung cancer screening (LCS) are at risk for atherosclerotic cardiovascular disease (ASCVD) due to smoking history. Coronary artery calcifications (CAC), a common incidental finding on low-dose CT (LDCT) for LCS, is a predictor of cardiovascular events. Despite findings of high ASCVD risk and CAC, a substantial proportion of LCS patients are not prescribed primary preventive statin therapy for ASCVD. We assessed the frequency of statin prescription in LCS patients with moderate levels of CAC. Among 259 individuals with moderate CAC, 95% had ASCVD risk ≥ 7.5%. Despite this, 27% of patients were statin-free prior to LDCT and 21.2% remained statin-free after LDCT showing moderate CAC. Illustratively, while a substantial proportion of LCS patients are statin-eligible, many lack a statin prescription, even after findings of CAC burden. CAC reporting should be standardized, and interdisciplinary communication should be optimized to ensure that LCS patients are placed on appropriate preventive therapy.
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Aterosclerosis , Enfermedad de la Arteria Coronaria , Inhibidores de Hidroximetilglutaril-CoA Reductasas , Neoplasias Pulmonares , Calcificación Vascular , Aterosclerosis/tratamiento farmacológico , Aterosclerosis/prevención & control , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Enfermedad de la Arteria Coronaria/tratamiento farmacológico , Enfermedad de la Arteria Coronaria/prevención & control , Detección Precoz del Cáncer , Humanos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Neoplasias Pulmonares/diagnóstico por imagen , Neoplasias Pulmonares/tratamiento farmacológico , Prescripciones , Medición de Riesgo , Factores de Riesgo , Calcificación Vascular/diagnóstico por imagen , Calcificación Vascular/tratamiento farmacológicoRESUMEN
Prescription medication borrowing can result in adverse health outcomes. We aimed to study the patterns of borrowing prescription medications in an adult urban population seeking healthcare in the outpatient, emergency, and inpatient units of an urban medical center. Participants indicated whether they (1) had a primary care doctor, medical insurance, a prior history of substance abuse, psychiatric disorders, or chronic pain; and (2) had borrowed a prescription medication. If so, they noted the medication obtained, source, frequency of use, and reasons why they had not obtained a prescription from a licensed medical provider. Of the 641 participants, most were African American (75%), urban residents (75%), high school educated or less (71%), and lacked full-time employment (68%). Many had health insurance (90%) and had recently seen their primary medical provider (75%). Eighteen percent reported ever borrowing a prescription medication. On multivariate analysis, history of chronic pain was marginally associated with increased medication borrowing (odds ratio [OR] = 1.58) while having Medicare insurance (OR = 0.436) or a primary care medical provider routinely ask about medication usage (OR = 0.589) were significantly associated with decreased medication borrowing. The most commonly obtained medications were for pain (74%), usually in the form of opioids, and were obtained from a family member (49%) or friend (38%). Thirty-five percent of those who borrowed medications did so more than once a year, with lack of convenient access to medical care the most frequently cited reason for use (67%). Only a third of those who borrowed medications had informed their primary medical providers of the behavior. In conclusion, borrowing prescription medications is a common behavior in the population studied. Further research is warranted into interventions to reduce such use, especially the impact of methods to improve the convenience of contacting licensed medical providers.
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Centros Médicos Académicos/estadística & datos numéricos , Conductas Relacionadas con la Salud , Hospitales Urbanos/estadística & datos numéricos , Medicamentos bajo Prescripción/administración & dosificación , Adolescente , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Analgésicos Opioides/administración & dosificación , Dolor Crónico/tratamiento farmacológico , Dolor Crónico/epidemiología , Femenino , Disparidades en Atención de Salud/estadística & datos numéricos , Humanos , Cobertura del Seguro/estadística & datos numéricos , Seguro de Salud/estadística & datos numéricos , Masculino , Trastornos Mentales/epidemiología , Persona de Mediana Edad , Atención Dirigida al Paciente/estadística & datos numéricos , Medicamentos bajo Prescripción/uso terapéutico , Factores Sexuales , Factores Socioeconómicos , Trastornos Relacionados con Sustancias/epidemiología , Adulto JovenRESUMEN
I propose that primary conscious awareness arises from synchronized activity in dendrites of neurons in dorsal thalamic nuclei, mediated particularly by inhibitory interactions with thalamic reticular neurons. In support, I offer four evidential pillars: (1) consciousness is restricted to the results of cortical computations; (2) thalamus is the common locus of action of brain injury in vegetative state and of general anesthetics; (3) the anatomy and physiology of the thalamus imply a central role in consciousness; (4) neural synchronization is a neural correlate of consciousness.
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Estado de Conciencia/fisiología , Modelos Neurológicos , Tálamo/fisiología , Atención/fisiología , Corteza Cerebral/fisiología , Sincronización Cortical/fisiología , Humanos , Vías Nerviosas/fisiología , Estado Vegetativo Persistente/fisiopatologíaRESUMEN
We investigate oscillatory phase pattern formation and amplitude control for a linearized stochastic neuron field model by simulating Mexican-hat-coupled stochastic processes. We find, for several choices of parameters, that spatial pattern formation in the temporal phases of the coupled processes occurs if and only if their amplitudes are allowed to grow unrealistically large. Stimulated by recent work on homeostatic inhibitory plasticity, we introduce static and plastic (adaptive) systemic inhibitory mechanisms to keep the amplitudes stochastically bounded. We find that systems with static inhibition exhibited bounded amplitudes but no sustained phase patterns. With plastic systemic inhibition, on the other hand, the resulting systems exhibit both bounded amplitudes and sustained phase patterns. These results demonstrate that plastic inhibitory mechanisms in neural field models can dynamically control amplitudes while allowing patterns of phase synchronization to develop. Similar mechanisms of plastic systemic inhibition could play a role in regulating oscillatory functioning in the brain.