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Methodological aspect to consider in pharmacokinetic/ pharmacodynamic modeling of β-blockers.

Methodological aspect to consider in pharmacokinetic/ pharmacodynamic modeling of β-blockers.

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β-blockers play a central role in the treatment of the various main cardiovascular diseases, including hypertension, coronary artery disease and systolic heart failure. As a therapeutic class, β-blockers form a heterogeneous family that differs in their pharmacokinetic (PK) and pharmacodynamic (PD) properties, highlighting the relevance of the exte...

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... methodological aspects need to be considered for the development of an adequate PK/PD model for the estimation of relevant cardiovascular parameters of β-blockers (Table 2). Different PDs models have been developed to describe the relationship between plasma concentration of cardiovascular drugs and the response, including, linear, log-lineal, sigmoidal E max and modified E max model [7]. ...

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... 13 There are several PK−PD models for β-blockers, especially carvedilol, using clinical data. 14 One PK−PD model demonstrated the relationship between (S)-carvedilol and HR reduction in exercise-induced tachycardia. 15 Another study investigated the relationship between carvedilol concentration and blood pressure. ...
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Background: Carvedilol is a beta-adrenergic receptor antagonist primarily metabolized by cytochromes P450 (CYP) 2D6. This study established a carvedilol population pharmacokinetic (PK)-pharmacodynamic (PD) model to describe the effects of CYP2D6 genetic polymorphisms on the inter-individual variability of PK and PD. Methods: The PK-PD model was developed from a clinical study conducted on 21 healthy subjects divided into three CYP2D6 phenotype groups, with six subjects in the extensive metabolizer (EM, *1/*1, *1/*2), seven in the intermediate metabolizer-1 (IM-1, *1/*10, *2/*10), and eight in the intermediate metabolizer-2 (IM-2, *10/*10) groups. The PK-PD model was sequentially developed, and the isoproterenol-induced heart rate changes were used to establish the PD model. A direct effect response and inhibitory Emax model were used to develop a carvedilol PK-PD model. Results: The carvedilol PK was well described by a two-compartment model with zero-order absorption, lag time, and first-order elimination. The carvedilol clearance in the CYP2D6*10/*10 group decreased by 32.8% compared with the other groups. The inhibitory concentration of carvedilol estimated from the final PK-PD model was 16.5 ng/mL regardless of the CYP2D6 phenotype. Conclusion: The PK-PD model revealed that the CYP2D6 genetic polymorphisms were contributed to the inter-individual variability of carvedilol PK, but not PD.
... On the other hand, the variation of the therapeutic target during the day, for example, the expression of an enzyme or receptor, produces a variation in response to pharmacological treatment and consequently changes the dose-response curves [12]. Classical PK-PD models have been developed for β-blockers (BB), ARBs, CCBs, and ACE inhibitors [13][14][15][16], and some of the PK-PD models of antihypertensive medications have included the circadian variation of BP by coupling an indirect effect model with circadian variation [15,17,18]. But the simultaneous estimation of the circadian BP and PD parameters can lead to biased results due to the high correlation between some of them. ...
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