Optimal Dosing of Enoxaparin in Overweight and Obese Children

Aim:Current enoxaparin dosing guidelines in children are based on total bodyweight. This is potentially inappropriate in obese children as it may overestimate thedrug clearance. Current evidence suggests that obese children may require lower ini-tial doses of enoxaparin, therefore the aim of this work was to characterise the phar-macokinetics of enoxaparin in obese children and to propose a more appropriatedosing regimen.Methods:Data from 196 unique encounters of 160 children who received enoxa-parin treatment doses were analysed. Enoxaparin concentration was quantified usingthe chromogenic anti factor Xa (anti-Xa) assay. Patients provided a total of 552 anti-Xa samples. Existing published pharmacokinetic (PK) models were fitted and evalu-ated against our dataset using prediction-corrected visual predictive check plots(pcVPCs). A PK model was fitted using a nonlinear mixed-effects modelling approach.The fitted model was used to evaluate the current standard dosing and identify anoptimal dosing regimen for obese children.Results:Published models of enoxaparin pharmacokinetics in children did not capturethe pharmacokinetics of enoxaparin in obese children as shown by pcVPCs. A one-compartment model with linear elimination best described the pharmacokinetics ofenoxaparin. Allometrically scaled fat-free mass with an estimated exponent of 0.712(CI 0.66-0.76) was the most influential covariate on clearance while linear fat-freemass was selected as the covariate on volume. Simulations from the model showedthat fat-free mass-based dosing could achieve the target anti-Xa activity at steadystate in 77.5% and 78.2% of obese and normal-weight children, respectively, com-pared to 65.2% and 75.5% for standard total body weight-based dosing.Conclusions:A population PK model that describes the time course of anti-Xa activ-ity of enoxaparin was developed in a paediatric population. Based on this model, aunified dosing regimen was proposed that will potentially improve the success rate oftarget attainment in overweight/obese patients without the need for patient bodysize categorisation. Therefore, prospective validation of the proposed approach iswarranted

Defining and unpacking the core concepts of pharmacology education

Pharmacology education currently lacks a research-based consensus on which core concepts all graduates should know and understand, as well as a valid and reliable means to assess core conceptual learning. The Core Concepts in Pharmacology Expert Group (CC-PEG) from Australia and New Zealand recently identified a set of core concepts of pharmacology education as a first step toward developing a concept inventory—a valid and reliable tool to assess learner attainment of concepts. In the current study, CC-PEG used established methodologies to define each concept and then unpack its key components. Expert working groups of three to seven educators were formed to unpack concepts within specific conceptual groupings: what the body does to the drug (pharmacokinetics); what the drug does to the body (pharmacodynamics); and system integration and modification of drug–response. First, a one-sentence definition was developed for each core concept. Next, sub-concepts were established for each core concept. These twenty core concepts, along with their respective definitions and sub-concepts, can provide pharmacology educators with a resource to guide the development of new curricula and the evaluation of existing curricula. The unpacking and articulation of these core concepts will also inform the development of a pharmacology concept inventory. We anticipate that these resources will advance further collaboration across the international pharmacology education community to improve curricula, teaching, assessment, and learning.Marina Santiago, Elizabeth A. Davis, Tina Hinton, Thomas A. Angelo, Alison Shield, Anna-Marie Babey, Barbara Kemp-Harper, Gregg Maynard, Hesham S. Al-Sallami, Ian F. Musgrave, Lynette B. Fernandes, Suong N. T. Ngo, Arthur Christopoulos, Paul J. Whit

Defining and unpacking the core concepts of pharmacology education

Pharmacology education currently lacks a research-based consensus on which core concepts all graduates should know and understand, as well as a valid and reliable means to assess core conceptual learning. The Core Concepts in Pharmacology Expert Group (CC-PEG) from Australia and New Zealand recently identified a set of core concepts of pharmacology education as a first step toward developing a concept inventory—a valid and reliable tool to assess learner attainment of concepts. In the current study, CC-PEG used established methodologies to define each concept and then unpack its key components. Expert working groups of three to seven educators were formed to unpack concepts within specific conceptual groupings: what the body does to the drug (pharmacokinetics); what the drug does to the body (pharmacodynamics); and system integration and modification of drug–response. First, a one-sentence definition was developed for each core concept. Next, sub-concepts were established for each core concept. These twenty core concepts, along with their respective definitions and sub-concepts, can provide pharmacology educators with a resource to guide the development of new curricula and the evaluation of existing curricula. The unpacking and articulation of these core concepts will also inform the development of a pharmacology concept inventory. We anticipate that these resources will advance further collaboration across the international pharmacology education community to improve curricula, teaching, assessment, and learning

Probucol Release from Novel Multicompartmental Microcapsules for the Oral Targeted Delivery in Type 2 Diabetes

In previous studies, we developed and characterised multicompartmental microcapsules as a platform for the targeted oral delivery of lipophilic drugs in type 2 diabetes (T2D). We also designed a new microencapsulated formulation of probucol-sodium alginate (PB-SA), with good structural properties and excipient compatibility. The aim of this study was to examine the stability and pH-dependent targeted release of the microcapsules at various pH values and different temperatures. Microencapsulation was carried out using a Büchi-based microencapsulating system developed in our laboratory. Using SA polymer, two formulations were prepared: empty SA microcapsules (SA, control) and loaded SA microcapsules (PB-SA, test), at a constant ratio (1:30), respectively. Microcapsules were examined for drug content, zeta potential, size, morphology and swelling characteristics and PB release characteristics at pH 1.5, 3, 6 and 7.8. The production yield and microencapsulation efficiency were also determined. PB-SA microcapsules had 2.6 ± 0.25% PB content, and zeta potential of −66 ± 1.6%, suggesting good stability. They showed spherical and uniform morphology and significantly higher swelling at pH 7.8 at both 25 and 37°C (p < 0.05). The microcapsules showed multiphasic release properties at pH 7.8. The production yield and microencapsulation efficiency were high (85 ± 5 and 92 ± 2%, respectively). The PB-SA microcapsules exhibited distal gastrointestinal tract targeted delivery with a multiphasic release pattern and with good stability and uniformity. However, the release of PB from the microcapsules was not controlled, suggesting uneven distribution of the drug within the microcapsules

Optimising Patient Care by Individualising Drug Dosage

Drug therapy is an important component of the treatment and prevention of diseases. A drug is administered to achieve a treatment target so it is important to quantify the drug dose and dosing regimen prior to administration in order to achieve this target. Following administration, the patient’s response to therapy is assessed and the drug dosage is adjusted accordingly in order to optimise therapy in terms of effectiveness and safety. The process of obtaining a treatment target for a particular drug, calculating a suitable dosage for an individual patient, measuring patient response, and adjusting dosage in order to optimise this response is complex and often inadequately done in clinical practice. This process often requires specialised knowledge in drug pharmacokinetics, pharmacodynamics, and model-based dose individualisation. In this thesis a treatment target for the anticoagulant drug enoxaparin was explored. The target (anti-factor Xa) was evaluated using a Bayesian dose-individualisation method and data collected retrospectively. The Bayesian forecasting method was then applied prospectively in a randomised clinical trial. Also, the analytical method used to measure enoxaparin concentration (anti-factor Xa) was evaluated in terms of accuracy, precision, stability, and performance in special conditions such as blood sample haemolysis and antithrombinaemia. The thesis also explored one of the main sources of variability in response between individuals, body composition. A model to predict fat-free mass, as a measure of structural maturation, from age, sex, height, and weight was developed and evaluated. The maturation model was then used successfully to develop a pharmacokinetic-pharmacodynamic model for the anticoagulant drug unfractionated heparin in a paediatric population

Optimising Patient Care by Individualising Drug Dosage

Drug therapy is an important component of the treatment and prevention of diseases. A drug is administered to achieve a treatment target so it is important to quantify the drug dose and dosing regimen prior to administration in order to achieve this target. Following administration, the patient’s response to therapy is assessed and the drug dosage is adjusted accordingly in order to optimise therapy in terms of effectiveness and safety. The process of obtaining a treatment target for a particular drug, calculating a suitable dosage for an individual patient, measuring patient response, and adjusting dosage in order to optimise this response is complex and often inadequately done in clinical practice. This process often requires specialised knowledge in drug pharmacokinetics, pharmacodynamics, and model-based dose individualisation. In this thesis a treatment target for the anticoagulant drug enoxaparin was explored. The target (anti-factor Xa) was evaluated using a Bayesian dose-individualisation method and data collected retrospectively. The Bayesian forecasting method was then applied prospectively in a randomised clinical trial. Also, the analytical method used to measure enoxaparin concentration (anti-factor Xa) was evaluated in terms of accuracy, precision, stability, and performance in special conditions such as blood sample haemolysis and antithrombinaemia. The thesis also explored one of the main sources of variability in response between individuals, body composition. A model to predict fat-free mass, as a measure of structural maturation, from age, sex, height, and weight was developed and evaluated. The maturation model was then used successfully to develop a pharmacokinetic-pharmacodynamic model for the anticoagulant drug unfractionated heparin in a paediatric population

Optimal Dosing of Enoxaparin in Overweight and Obese Children

Aim:Current enoxaparin dosing guidelines in children are based on total bodyweight. This is potentially inappropriate in obese children as it may overestimate thedrug clearance. Current evidence suggests that obese children may require lower ini-tial doses of enoxaparin, therefore the aim of this work was to characterise the phar-macokinetics of enoxaparin in obese children and to propose a more appropriatedosing regimen.Methods:Data from 196 unique encounters of 160 children who received enoxa-parin treatment doses were analysed. Enoxaparin concentration was quantified usingthe chromogenic anti factor Xa (anti-Xa) assay. Patients provided a total of 552 anti-Xa samples. Existing published pharmacokinetic (PK) models were fitted and evalu-ated against our dataset using prediction-corrected visual predictive check plots(pcVPCs). A PK model was fitted using a nonlinear mixed-effects modelling approach.The fitted model was used to evaluate the current standard dosing and identify anoptimal dosing regimen for obese children.Results:Published models of enoxaparin pharmacokinetics in children did not capturethe pharmacokinetics of enoxaparin in obese children as shown by pcVPCs. A one-compartment model with linear elimination best described the pharmacokinetics ofenoxaparin. Allometrically scaled fat-free mass with an estimated exponent of 0.712(CI 0.66-0.76) was the most influential covariate on clearance while linear fat-freemass was selected as the covariate on volume. Simulations from the model showedthat fat-free mass-based dosing could achieve the target anti-Xa activity at steadystate in 77.5% and 78.2% of obese and normal-weight children, respectively, com-pared to 65.2% and 75.5% for standard total body weight-based dosing.Conclusions:A population PK model that describes the time course of anti-Xa activ-ity of enoxaparin was developed in a paediatric population. Based on this model, aunified dosing regimen was proposed that will potentially improve the success rate oftarget attainment in overweight/obese patients without the need for patient bodysize categorisation. Therefore, prospective validation of the proposed approach iswarranted