Abstracts

Improving simulations by learning the true random effects’ distribution from a population using generative machine learning

Thursday 16 October, 2025

Objectives: Non-linear mixed effects (NLME) modelling aims to estimate the population-level parameters and the distribution of individual-level parameters (random effects,…

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nonmem2mrgsolve: An R package for Automated NONMEM to mrgsolve Translation

Thursday 16 October, 2025

Introduction: Pharmacometricians often utilize multiple software, with NONMEM® (ICON plc, Dublin, Ireland) widely regarded as the current gold standard for…

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Data-Driven Discovery of Interpretable Feedback Mechanisms in Acute Myeloid Leukaemia using DeepPumas

Thursday 16 October, 2025

In pharmacometrics, model derivation and selection are critical for quantitatively analyzing drug-biological interactions, elucidating pharmacokinetic/-dynamic (PKPD) relationships, and optimizing dosing…

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Addressing Confounding Bias in Exposure-Response Analysis: Evaluating Instrumental Variable Modeling Strategies

Thursday 16 October, 2025

Objectives:  Randomization of subjects to multiple dose levels in clinical trials enables an unbiased estimation of the dose-response relationship. However,…

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Exploring the contribution of brain metabolism in mechanistic understanding of Kp,uu,BBB – A case study for remoxipride

Thursday 16 October, 2025

Objectives: Kp,uu,BBB values are crucial indicators of drug distribution into the brain, representing the steady-state relationship between unbound concentrations in…

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A multi-scale modelling framework to assess the relationship between SARS-CoV-2 viral load and transmission in household studies.

Thursday 16 October, 2025

Objectives:  Our understanding of the dynamics of SARS-CoV-2 infection within a host and how it relates to an individual’s ability…

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Population pharmacokinetic modelling of oral ruxolitinib: a real-world prospective observational study

Thursday 16 October, 2025

Objectives: Ruxolitinib is a small molecule targeting JAK1 and JAK2 proteins and used orally for the treatment of myeloproliferative disorders, such…

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Integration of clinical data and mechanistic model simulations highlights key parameters for design and selection of successful ADCs

Thursday 16 October, 2025

Introduction/Objectives: Antibody-Drug Conjugates (ADCs) aim at exploiting the targeted nature of monoclonal antibodies (mAb) to selectively deliver cytotoxic payloads into…

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Model-based meta-analysis of individual patient data from three independent datasets for the characterization of intravenous 5-fluorouracil population pharmacokinetics

Thursday 16 October, 2025

Introduction: For certain old, widely used therapies, a plethora of non-compartmental analyses and population pharmacokinetic (popPK) studies are available in…

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Introducing InSilicoTrials NONMEM simulator: Cloud-based simulation tool for NONMEM models

Thursday 16 October, 2025

Objectives: We are working to develop cloud based trial simulation tools that reduce the effort required to leverage existing pharmacometrics…

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