Physiologically Based Pharmacokinetic (PBPK) Modeling and Simulations. Sheila Annie Peters

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Physiologically Based Pharmacokinetic (PBPK) Modeling and Simulations - Sheila Annie Peters

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Schematic illustration of concentration–response curve of an agonist in (a) linear (b) log scale. Schematic illustration of concentration–response curves of a partial agonist and a full agonist both of which have a similar affinity towards the receptor.

      Small molecule drugs are selective rather than specific, which means that they rarely produce a single effect. Even if a drug were to act on a single receptor, this receptor may be ubiquitously expressed and may be present in organs where the drug is not intended to act. Alternatively, the targeted receptor may exist in other isoforms which, when affected, can produce adverse effects. Additionally, drugs may act on several receptor classes. A primary effect is the desired therapeutic effect. Secondary effects include all other effects besides the desired effect and may be either beneficial (which is rare) or harmful. With appropriately designed PK and PD studies, one can potentially interpret and predict the outcome of primary and secondary effects. PD involves a study of the relationships between plasma drug concentrations, receptor occupancy, receptor activation and the pharmacological effect, aided by the biochemical and physiological mechanisms of drug action. For drugs which have low membrane permeability or which are substrates of drug transporters, target tissue concentrations rather than plasma concentrations should correlate well with the observed pharmacological effect.

      One of the perils of drug development is the occurrence of time‐dependent modulations in pharmacological activity upon repeat administration of certain drugs, arising from functional adaptation processes such as desensitization and sensitization.

       1.5.2.1 Desensitization, Tolerance, and Tachyphylaxis

      Receptor‐mediated responses to drugs often desensitize with time. This reduced response to an agonist, which is usually reversible upon cessation of treatment, is called desensitization. A second exposure to the agonist after a lapse usually restores response. Agonists that desensitize receptors due to conditioning mechanisms can trigger tolerance and addiction. Some examples of addictive medicines are tranquilizers and sedatives (sleeping pills). Many of these belong to a group of similar substances called benzodiazepines, which allosterically potentiate GABA type A receptor (Sieghart, 1994). Desensitization is often used to suggest a reduced response by any mechanism – receptor phosphorylation, uncoupling, antagonistic metabolites, or negative physiological feedback that occurs over a relatively short period of time, while tolerance is reserved for reduced responsiveness developing over longer periods, usually because of receptor downregulation. Tachyphylaxis is a rapidly developing desensitization after just one or two administrations of the drug.

      Sensitization has the opposite effect of tolerance, where an increase in drug effect is observed after repeated administration of certain drugs. When the body tries to return to homeostasis following a sudden discontinuation of a drug, the receptors which are deprived of their AGONISTs/blockers become hypersensitive to an agent that targets it, causing a further exacerbation of the symptoms/conditions that triggered the use of the drug in the first place. This rebound effect can be minimized by a gradual rather than a sudden discontinuation of the drug. Several anxiolytics and hypnotics have a rebound effect. For example, benzodiazepine withdrawal can cause severe anxiety and insomnia, worse than the original insomnia or anxiety disorder. Other examples causing rebound effects include sedatives like lunesta and ambien, the short acting hypnotic, triazolam (due to its high potency and ultra‐short half‐life), stimulants such as methylphenidate or dextroamphetamine antidepressants such as SSRIs, and alpha‐2 adrenergic agents such as clonidine and guanfacine. Rebound on drug withdrawal can be a factor in the chronic use of medications and drug dependence, with patients taking the medications only to ward off withdrawal or rebound withdrawal effects.

      Time‐dependent changes in drug action arising from desensitization, sensitization, and rebound cause a loss of consistency in the concentration–effect relationship with increasing number of doses, leading to the serious consequences of reduced efficacy or increased toxicity with time which can be disastrous for drugs with narrow therapeutic window.

      The pharmacological effect of a drug or the response that it evokes in a species can be quantified using a biomarker (biological marker). A biomarker is an indicator of some biological or pathogenic processes and may be a protein, metabolite, DNA or RNA measured in blood, urine or soft tissues. The nature of biomarkers depends on whether they are meant for early screening assays such as binding or cell‐based assays, or whether they are used later in the value chain in in vivo/ex vivo preclinical or clinical development. They can provide great predictive value if they reflect the mechanism of drug action (target‐site drug exposure, drug–target interaction, target activation, signal transduction, homeostatic feedback mechanisms in normal and disease populations) and if the biomarker levels needed to reach the desired pharmacological effect

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