This human -
agent model of disease dynamics can then be used to provide reproducible empirical analyses, yielding greater insights into the behavioural reactions and individual responses of people threatened by outbreaks of disease.
Not exact matches
But epidemiologists are increasingly turning to
agent - based
models to include factors that the equations ignore, such as geography, transportation networks, family structure, and behavior change — all
of which can strongly affect how
disease spreads.
«The study results elucidate the molecular mechanisms underlying
disease progression in multiple sclerosis
models, providing a basis for future clinical trials to determine safety and efficacy
of these chemical
agents in humans with demyelinating disorders,» says Patrizia Casaccia, MD, PhD, Professor
of Neuroscience, Genetics and Genomic Sciences at Mount Sinai and senior author
of the study.
Specifically, the Mount Sinai study was designed to test whether pharmacological compounds designed to block the function
of XPO1 / CRM1 could stop
disease progression in mouse
models that exhibit some
of the characteristics
of MS. Researchers found that two chemical
agents (called KPT - 276 and KPT - 350) prevented XPO1 / CRM1 from shuttling cargo out
of the nucleus
of nerve cells, which protected them from free radicals and structural damage.
«Our interest in the body's own (innate) immune system as the culprit began when we discovered that immune system
agents become activated in a laboratory
model of Huntington's
Disease,» he says.
«Our work and that
of our colleagues on stress and CRF have been mechanistically implicated in Alzheimer's
disease, but agents that impact CRF signaling have not been carefully tested for therapeutic efficacy or long - term safety in animal models,» said the study's principal investigator and corresponding author Robert Rissman, PhD, assistant professor in the Department of Neurosciences and Biomarker Core Director for the Alzheimer's Disease Cooperative Study
disease, but
agents that impact CRF signaling have not been carefully tested for therapeutic efficacy or long - term safety in animal
models,» said the study's principal investigator and corresponding author Robert Rissman, PhD, assistant professor in the Department
of Neurosciences and Biomarker Core Director for the Alzheimer's
Disease Cooperative Study
Disease Cooperative Study (ADCS).
To investigate whether person - to - person spread
of an infectious
agent could fit the observed data, a simple susceptible — exposed — infected — recovered (SEIR) population
disease model was built (SI Data and Methods).
However, mouse
models are not always exact replicas
of the human condition, and they are inadequate to study the onset and evolution
of diseases that are caused by human - tropic infectious
agents, such as HIV - 1.
Using
agent - based
modelling and simulation approaches, we contribute to a better understanding
of disease development and / or treatment effects (e.g. the context
of leukaemia treatment or gene therapy approaches).
Both recent experience with immunotherapy for clearance
of Aβ in AD, and their own (and Prothena's) experience with AS - clearing immunotherapies in animal
models, indicate that in order to be effective as
disease - modifying
agents when administered alone, therapies that remove proteinaceous aggregates from the brain must be initiated in the early clinical or even preclinical stages
of the
disease, before the burden
of other forms
of aging damage becomes entrenched.
The profiling methods used in this research to identify molecular changes may be a general approach for differentiating the molecular pathology
of disease models resulting from
agent - specific effects, such as the effects
of the two neurotoxins used in this research.
Two new NSG mouse
models allow immunological dissection
of graft - versus - host
disease (GVHD) responses and in vivo testing
of therapeutic
agents targeting human CD4 T cells.
For example, KBs were recently reported to act as neuroprotective
agents by raising ATP levels and reducing the production
of reactive oxygen species in neurological tissues, 80 together with increased mitochondrial biogenesis, which may help to enhance the regulation
of synaptic function.80 Moreover, the increased synthesis
of polyunsaturated fatty acids stimulated by a KD may have a role in the regulation
of neuronal membrane excitability: it has been demonstrated, for example, that polyunsaturated fatty acids modulate the excitability
of neurons by blocking voltage-gated sodium channels.81 Another possibility is that by reducing glucose metabolism, ketogenic diets may activate anticonvulsant mechanisms, as has been reported in a rat
model.82 In addition, caloric restriction per se has been suggested to exert neuroprotective effects, including improved mitochondrial function, decreased oxidative stress and apoptosis, and inhibition
of proinflammatory mediators, such as the cytokines tumour necrosis factor - α and interleukins.83 Although promising data have been collected (see below), at the present time the real clinical benefits
of ketogenic diets in most neurological
diseases remain largely speculative and uncertain, with the significant exception
of its use in the treatment
of convulsion
diseases.
Diuk - Wasser, M. A., G. Vourc» h, P. Cislo, A. G. Hoen, F. Melton, S. A. Hamer, M. Rowland, R. Cortinas, G. J. Hickling, J. I. Tsao, A. G. Barbour, U. Kitron, J. Piesman, and D. Fish, 2010: Field and climate - based
model for predicting the density
of host - seeking nymphal Ixodes scapularis, an important vector
of tick - borne
disease agents in the eastern United States.