Exploring and optimising the computational efficiency of Inductive Linearisation for estimation

Background: Determining the optimal choice of a dose of medicine to meet the patient’s need is a complicated mathematical and statistical problem. Large between-subject variability in metabolic, excretion processes, and physiological systems involving drug effect, as well as complicated nonlinearities, are at the heart of the problem. This leads to nonlinear differential equations that need […]

Association between seropositivity and remission in rheumatoid arthritis patients receiving disease-modifying antirheumatic drugs: a retrospective analysis of 5 phase III randomized clinical trials of tocilizumab

Introduction. Rheumatoid arthritis (RA) is an autoimmune chronic inflammatory disease that is often classified according to the presence of anti-cyclic citrullinated peptide antibodies (ACPA) and/or rheumatoid factor (RF) into seropositive or seronegative RA. RF and/or ACPA can be found in up to 75% of RA patients, and seropositivity may indicate higher disease activity and poorer […]

Pharmacokinetic modelling for remdesivir

The severe acute respiratory syndrome coronavirus 2 (SARS‐CoV‐2) has resulted in a global pandemic that demands urgent abatement solutions. Remdesivir (RDV) has been used as a compassionate-use-drug for managing COVID-19 patients and approved by FDA, yet the clinical performances of RDV were controversial. In addition, pharmacokinetic data have not sufficiently collected from different age groups […]

Impact of genetic and non-genetic factors on the pharmacokinetics of intravenous immunoglobulin in patients with predominantly antibody deficiencies in Malaysia

Background: Predominantly antibody deficiency (PAD) is a rare and serious medical condition due to its likelihood to cause fatal infections. Affected patients require life-long immunoglobulin replacement therapy (IRT) and the adequacy is determined by the IgG trough at steady state in relation to clinical response. There is considerable interpatient variability in the pharmacokinetics (PK) of […]

A population pharmacokinetic model of once daily intravenous busulfan in paediatrics characterising time-dependent clearance

Aims: To characterise the pharmacokinetics of busulfan in paediatrics and investigate changes in clearance over a 4-day treatment course of once daily intravenous therapy. Methods: A population pharmacokinetic model was developed using NONMEM®, based on first-order conditional estimation with interaction, in patients ≤18 years receiving once daily intravenous busulfan for haematopoietic stem cell transplant (HSCT) who had […]

Analysis of Laplace Approximation for Pharmaceutical Nonlinear Mixed Effects Models

Laplace approximation and its various approximations are some of the most commonly used techniques in pharmaceutical nonlinear mixed effects modelling to marginalise the the random effects. Classically, only Gaussian random effects have been used with transformations applied after the fact. In this work, the Laplace approximation framework is mathematically analysed showing the theoretical soundness of […]

Modeling of The Relationship Between Ustekinumab Exposure, Fecal Calprotectin and Endoscopic Outcomes in Patients with Crohn’s Disease

Background: Ustekinumab is approved for the treatment of patients with moderate-to-severe Crohn’s disease (CD) and ulcerative colitis. In the UNITI endoscopy sub-study, only 17.4% of patients on ustekinumab achieved endoscopic response and 10.9% of patients achieved endoscopic remission at week 44 (w44).1 Aims: We aimed to investigate if improved endoscopic outcomes could be achieved through dose optimization […]

Population Pharmacokinetics Modeling of Clopidogrel in Patients Undergoing Percutaneous Coronary Intervention (PCI)

The aim of this study is to achieve a reasonable and accurate dosage and reduce the risk of drug toxicity, using population modeling of Clopidogrel drug. In this study 132 cardiovascular patient undergoing Percutaneous Coronary Intervention (PCI) and receiving clopidogrel treatment were collected. For pharmacokinetics modeling, we use Monolix v4.3.3 software. Pharmacokinetic parameters in our […]

Determination of the pharmacodynamics of vancomycin in young infants via time-to-event analysis

Introduction: Coagulase-negative staphylococci (CoNS) are a leading cause of late-onset sepsis in young infants. Vancomycin is commonly used for the empirical treatment of CoNS. However, the therapeutic target for these bacteria is poorly defined and is currently extrapolated from data for methicillin-resistant Staphylococcus aureus (MRSA) in adults and older children (1). Further understanding of the […]

External Evaluation of Vancomycin Models

Introduction Current clinical evidence supports area under the concentration-time curve (AUC) rather than trough concentrations as a more rational target for vancomycin therapy (1). In mid-2019 practice at Auckland District Health Board Hospitals transitioned from trough concentration to AUC guided dosing supported by Bayesian forecasting using the GAVamycin model implemented in NextDose (www.nextdose.org). To support […]