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

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with increasing doses, the apparent half‐life increases with increasing dose. Consequently, the time to reach steady state increases with dose.

      The magnitude of drug concentrations at steady state compared with that after the first dose is determined by the relationship between dosing interval and the half‐life. The ratio of maximum drug concentration under steady state conditions (Css,max ) to the maximum drug concentration after the first dose (C1,max ) is called the accumulation ratio.

      Schematic illustration of steady state concentrations following (a) constant rate infusion (b) oral drug administration. Schematic illustration of steady state concentrations following (a) constant rate infusion (b) oral drug administration.

      Since a drug normally requires at least 3–5 half‐lives to reach steady state, effective plasma levels may be achieved more rapidly by the administration of a single large dose called the loading dose to bring the concentration in plasma quickly to the steady state levels followed by maintenance doses. The loading dose required to achieve the plasma levels present at steady state can be determined from the fraction of drug eliminated during the dosing interval and the maintenance dose.

      (1.49)equation

       1.2.10.1 Active Metabolites

      Certain drugs like Tetrahydrocannabinol (THC) and morphine are metabolized to active metabolites (11‐hydroxy‐THC and morphine‐6‐glucuronide, respectively) with pharmacological activity that can be significant. Codeine and tramadol have metabolites (morphine and O‐desmethyltramadol respectively) that are stronger than the parent drug. Metabolites may also produce toxic effects, requiring patient monitoring to ensure they do not accumulate in the body. Metabolites may compete with the parent compound for the same plasma protein binding site, resulting in changes to the disposition of the parent drug. They may also inhibit or induce enzymes that metabolize the parent drug, causing changes to the exposure of the parent drug. The extent of metabolite activity, toxicity, displacement, or interaction depends on its concentration. Thus, examination of metabolite kinetics following drug administration plays a key role in characterizing its relevance for these processes.

       1.2.10.2 Prodrugs

      A prodrug strategy is employed for multiple reasons – to enhance bioavailability of poorly soluble drugs or drugs that are prone to extensive pre‐systemic metabolism, to reduce side effects of the active drug, to prolong duration of action or to enable drug targeting to desired sites. Prednisolone phosphate is a prodrug activated in vivo by phosphatase to prednisolone which is pharmacologically active and poorly water soluble. Propranolol is a widely used antihypertensive drug which has low oral bioavalability due to first pass metabolism. Its prodrug, hemisuccinate ester of propranolol, blocks the glucuronidation leading to an 8‐fold increase in the plasma levels of propranolol. To reduce the side effects mediated by the pre‐colonic absorption of the pharmacologically active anti‐inflammatory drug 5‐amino salicylic acid (ASA), it is coupled with diazotized sulphanilamide pyridine to its prodrug sulfasalazine. Sulfasalazine remains intact until it reaches the colon, where the azo reductase in the colonic microflora converts it to constituents entities, 5‐ASA and sulphanilamide pyridine making them available for colonic absorption. Prodrugs of nonsteroidaidal anti‐inflammatory drugs (NSAIDs) overcome the gastrointestinal toxicity (irritation, ulcergenocity, and bleeding) caused by the drugs (Shah et al., 2017). L‐dopamine, used for the treatment of Parkinson’s disease, cannot cross the blood–brain barrier to act on the central nervous system (CNS). Its prodrug levodopa can easily cross the blood–brain barrier via an amino acid carrier and is then decarboxylated into dopamine by dopa decarboxylase in the CNS. Prodrugs are also used for masking taste and odor to improve patient compliance. Understanding the pharmacokinetics of a prodrug and its metabolite is key to defining the prodrug dose needed for efficacy.

       1.2.10.3 Metabolite Kinetics

      In principle, a drug or a prodrug may be metabolized to the active metabolite in more than one site. For example, an active metabolite of an orally administered drug/prodrug may be formed in the gut and in the liver. In addition, metabolites other than the active metabolite may be formed in parallel at both sites. The active metabolite may be eliminated in the gut and liver before entry into liver. For the simplest case of a single metabolite formed solely in liver, following IV administration of the parent, under first‐order, linear kinetic conditions, the rate of change in the amount of metabolite (AM ), in systemic circulation is given by:

equation

      kf,M and kel,M are the first‐order rate constants of metabolite formation (strictly, metabolite entry into systemic circulation) and elimination respectively. For simplicity, the metabolic pathway leading to the active metabolite is the only elimination pathway for the parent drug and a complete release of the metabolite into systemic circulation without prior elimination in the organ where it is formed is assumed.

       1.2.10.4 Limiting Conditions

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