Predicting pharmacokinetic and pharmacodynamic responses
First Claim
1. A non-compartmental method of predicting a time-dependent, pharmacokinetic response of a component of a mammalian system to an input into the system, the method comprising:
- selecting a component of the system, the component selected from the group consisting of a body fluid;
selecting a set of actual inputs, the set of actual inputs having an element selected from the group consisting of a DNA, a virus, a protein, an antibody, a bacteria, a chemical, a dietary supplement, a nutrient, and a drug;
obtaining a set of time-dependent actual pharmacokinetic responses of the component to the set of actual inputs;
using the set of actual inputs and the set of time-dependent actual pharmacokinetic responses to provide a model for predicting a test pharmacokinetic response to a test input, the model comprising the formula
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Abstract
Non-mechanistic, differential-equation-free approaches for predicting a particular pharmacokinetic and pharmacodynamic responses of a system to a given input are provided in the form of systems, methods, and devices. These approaches are generally directed to a non-compartmental method of predicting a time-dependent pharmacokinetic response, or pharmacodynamics response, of a component of a system to an input into the system. The systems, methods, and devices provide the ability to (i) reduce the cost of research and development by offering an accurate modeling of heterogeneous and complex physical systems; (ii) reduce the cost of creating such systems and methods by simplifying the modeling process; (iii) accurately capture and model inherent nonlinearities in cases where sufficient knowledge does not exist to a priori build a model and its parameters; and, (iv) provide one-to-one relationships between model parameters and model outputs, addressing the problem of the ambiguities inherent in the current, state-of-the-art systems and methods.
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Citations
44 Claims
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1. A non-compartmental method of predicting a time-dependent, pharmacokinetic response of a component of a mammalian system to an input into the system, the method comprising:
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selecting a component of the system, the component selected from the group consisting of a body fluid; selecting a set of actual inputs, the set of actual inputs having an element selected from the group consisting of a DNA, a virus, a protein, an antibody, a bacteria, a chemical, a dietary supplement, a nutrient, and a drug; obtaining a set of time-dependent actual pharmacokinetic responses of the component to the set of actual inputs; using the set of actual inputs and the set of time-dependent actual pharmacokinetic responses to provide a model for predicting a test pharmacokinetic response to a test input, the model comprising the formula - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A device for predicting a time-dependent, pharmacokinetic response of a component of a mammalian system to an input into the system, the device comprising:
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a processor; a database for storing a set of actual input data, a set of time-dependent actual pharmacokinetic response data of a component comprising a body fluid, test input data, and time-dependent test pharmacokinetic response data of the component on a non-transitory computer readable medium; an enumeration engine on a non-transitory computer readable medium to parameterize a non-compartmental model for predicting a test pharmacokinetic response of the component to a test input, the non-compartmental model comprising the formula - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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19. A non-compartmental method of predicting a time-dependent, pharmacodynamic response of a component of a mammalian system to an input into the system, the method comprising:
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selecting a component of the system, the component selected from the group consisting of a cell, a tissue, an organ, a DNA, a virus, a protein, an antibody, a bacteria; selecting a set of actual inputs, the set of actual inputs having an element selected from the group consisting of a DNA, a virus, a protein, an antibody, a bacteria, a chemical, a dietary supplement, a nutrient, and a drug; obtaining a set of time-dependent actual pharmacodynamic responses of the component to the set of actual inputs; using the set of actual inputs and the set of time-dependent actual pharmacodynamic responses of the component to provide a model for predicting a test pharmacodynamic response of the component to a test input, the model comprising the formula - View Dependent Claims (20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31)
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32. A device for predicting a time-dependent pharmacodynamic response of a component of a mammalian system to an input into the system, the device comprising:
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a processor; a database for storing a set of actual input data, a set of time-dependent actual pharmacodynamic response data of a component, test input data, and time-dependent test pharmacodynamic response data of the component on a non-transitory computer readable medium; an enumeration engine on a non-transitory computer readable medium to parameterize a non-compartmental model for predicting a test pharmacodynamic response of the component to a test input, the non-compartmental model comprising the formula - View Dependent Claims (33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44)
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Specification