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Physiologically Based Pharmacokinetic Modelling
Physiologically based pharmacokinetic (PBPK) modeling is a mathematical modeling technique for predicting the absorption, distribution, metabolism and excretion (ADME) of synthetic or natural chemical substances in humans and other animal species. PBPK modeling is used in pharmaceutical research and drug development, and in health risk assessment for cosmetics or general chemicals. PBPK models strive to be mechanistic by mathematically transcribing anatomical, physiological, physical, and chemical descriptions of the phenomena involved in the complex ADME processes. A large degree of residual simplification and empiricism is still present in those models, but they have an extended domain of applicability compared to that of classical, empirical function based, pharmacokinetic models. PBPK models may have purely predictive uses, but other uses, such as statistical inference, have been made possible by the development of Bayesian statistical tools able to deal with complex models. Th ...
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In Vitro To In Vivo Extrapolation
In vitro to in vivo extrapolation (IVIVE) refers to the qualitative or quantitative transposition of experimental results or observations made in vitro to predict phenomena in vivo, biological organisms. The problem of transposing in vitro results is particularly acute in areas such as toxicology where animal experiments are being phased out and are increasingly being replaced by Alternatives to animal testing, alternative tests. Results obtained from ''in vitro'' experiments cannot often be directly applied to predict biological responses of organisms to chemical exposure ''in vivo''. Therefore, it is extremely important to build a consistent and reliable ''in vitro'' to ''in vivo'' extrapolation method. Two solutions are now commonly accepted: *(1) Increasing the complexity of ''in vitro'' systems where multiple cells can interact with each other in order recapitulate cell-cell interactions present in tissues (as in "human on chip" systems). *(2) Using mathematical modeling to n ...
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Toxicology
Toxicology is a scientific discipline, overlapping with biology, chemistry, pharmacology, and medicine, that involves the study of the adverse effects of chemical substances on living organisms and the practice of diagnosing and treating exposures to toxins and toxicants. The relationship between dose and its effects on the exposed organism is of high significance in toxicology. Factors that influence chemical toxicity include the dosage, duration of exposure (whether it is acute or chronic), route of exposure, species, age, sex, and environment. Toxicologists are experts on poisons and poisoning. There is a movement for evidence-based toxicology as part of the larger movement towards evidence-based practices. Toxicology is currently contributing to the field of cancer research, since some toxins can be used as drugs for killing tumor cells. One prime example of this is ribosome-inactivating proteins, tested in the treatment of leukemia. The word ''toxicology'' () is a neocla ...
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PottersWheel
PottersWheel is a MATLAB toolbox for mathematical modeling of time-dependent dynamical systems that can be expressed as chemical reaction networks or ordinary differential equations (ODEs). It allows the automatic calibration of model parameters by fitting the model to experimental measurements. CPU-intensive functions are written or – in case of model dependent functions – dynamically generated in C. Modeling can be done interactively using graphical user interfaces or based on MATLAB scripts using the PottersWheel function library. The software is intended to support the work of a mathematical modeler as a real potter's wheel eases the modeling of pottery. Seven modeling phases The basic use of PottersWheel covers seven phases from model creation to the prediction of new experiments. Model creation The dynamical system is formalized into a set of reactions or differential equations using a visual model designer or a text editor. The model is stored as a MATLAB *.m ...
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MCSim
GNU MCSim is a suite of simulation software. It allows one to design one's own statistical or simulation models, perform Monte Carlo simulations, and Bayesian inference through (tempered) Markov chain Monte Carlo simulations. The latest version allows parallel computing of Monte Carlo or MCMC simulations. Description GNU MCSim is a simulation and statistical inference tool for algebraic or differential equation systems, optimized for performing Monte Carlo analysis. The software comprises a model generator and a simulation engine: * The model generator facilitates structural model definition and maintenance, while keeping execution time short. The model is coded using a simple grammar, and the generator translates it into C code. Starting with version 5.3.0, models coded in SBML can also be used. * The simulation engine is a set of routines that are linked to the model in order to produce executable code. The result is that one can run simulations of the structural model under a ...
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Ecolego
Ecolego is a simulation software tool that is used for creating dynamic models and performing deterministic and probabilistic simulations. It is also used for conducting risk assessments of complex dynamic systems evolving over time. Ecolego can be applied in a variety of areas, but is mainly used for risk assessment in radioecology,
ECOLEGO - A toolbox for radio ecological risk assessment, Proceedings of the International Conference on the Protection from the Effects of Ionizing Radiation’’, IAEA-CN-109/80. Stockholm: International Atomic Energy Agency. 229 - 232.
environmental science, environmental physics and
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Berkeley Madonna
Berkeley Madonna is a mathematical modelling software package, developed at the University of California at Berkeley by Robert Macey and George Oster. It numerically solves ordinary differential equations and difference equations, originally developed to execute STELLA programs. Its strength lies in a relatively simple syntax to define differential equations coupled with a simple yet powerful user interface. In particular, Berkeley Madonna provides the facility of putting parameters onto a slider that can in turn be moved by a user to change the value. Such visualizations enable quick assessments of whether or not a particular model class is suitable to describe the data to be analyzed and modeled, and, later, communicating models easily to other disciplines such as medical decision makers. Uses It has become a standard in the development and communication of pharmacometric models describing drug concentration and its effects in drug development , modeling of physiological proce ...
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Simcyp Simulator
Simcyp Limited is a research-based company which provides modelling and simulation software to the pharmaceutical industry for use during drug development. Simcyp is based in Sheffield, UK. Simcyp’s Simulators allow '' in silico'' prediction of drug absorption, distribution, metabolism and excretion ( ADME) and potential drug-drug interactions. Research and development Simcyp’s R&D activities focus on the development of algorithms along with population and drug databases for modelling and simulation (M&S) of the absorption and disposition of drugs in patients and specific subgroups of patients across different age ranges. The Simcyp models use experimental data generated routinely during pre-clinical drug discovery and development from ''in vitro'' enzyme and cellular systems, as well as any relevant physico-chemical attributes of the drug and dosage forms. Some details of the scientific background to Simcyp approaches can be found in recent publications. Background Simcyp or ...
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Simulations Plus
Simulations Plus, Inc. develops absorption, distribution, metabolism, excretion, and toxicity ( ADMET) modeling and simulation software for the pharmaceutical and biotechnology, industrial chemicals, cosmetics, food ingredients, and herbicide industries. In September 2014, the company acquired Cognigen Corporation, a provider of clinical trial data analysis and consulting services. ReferencesSimulations Plus, Inc. - San Fernando Valley Business Journal - December 29, 2010
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Toxicology And Applied Pharmacology
''Toxicology and Applied Pharmacology'' is a scientific journal for original research pertaining to action of chemicals, drugs, or natural products to animals or humans. The journal covers mechanistic approaches to physiological, biochemical, cellular, or molecular understanding of toxicologic/pathologic lesions and to methods used to describe these responses. Indexing The journal is included in the Index Medicus and in MEDLINE. According to the ''Journal Citation Reports'', ''Toxicology and Applied Pharmacology'' has a 2020 impact factor The impact factor (IF) or journal impact factor (JIF) of an academic journal is a scientometric index calculated by Clarivate that reflects the yearly mean number of citations of articles published in the last two years in a given journal, as ... of 4.219, ranking it 29 out of 93 in the category ''Toxicology''. References External links Elsevier {{DEFAULTSORT:Toxicology And Applied Pharmacology Monthly journals Elsevier academic ...
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Physiome
The physiome of an individual's or species' physiological state is the description of its functional behavior. The physiome describes the physiological dynamics of the normal intact organism and is built upon information and structure (genome, proteome, and morphome). The term comes from "physio-" (nature) and "-ome" (as a whole). The concept of a physiome project was presented to the International Union of Physiological Sciences (IUPS) by its Commission on Bioengineering in Physiology in 1993. A workshop on designing the Physiome Project was held in 1997. At its world congress in 2001, the IUPS designated the project as a major focus for the next decade. The project is led by the Physiome Commission of the IUPS. Other research initiatives related to the physiome include: *The EuroPhysiome Initiative *The NSR Physiome Project of the National Simulation Resource (NSR) at the University of Washington, supporting the IUPS Physiome Project *The Wellcome Trust Heart Physiome Project, a ...
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Systems Biology
Systems biology is the computational modeling, computational and mathematical analysis and modeling of complex biological systems. It is a biology-based interdisciplinary field of study that focuses on complex interactions within biological systems, using a holistic approach (holism instead of the more traditional reductionist, reductionism) to biological research. Particularly from the year 2000 onwards, the concept has been used widely in biology in a variety of contexts. The Human Genome Project is an example of applied systems thinking in biology which has led to new, collaborative ways of working on problems in the biological field of genetics. One of the aims of systems biology is to model and discover emergent property, emergent properties, properties of cell (biology), cells, tissue (biology), tissues and organisms functioning as a system whose theoretical description is only possible using techniques of systems biology. These typically involve metabolic networks or cell ...
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