Poster: Methodology - New Modelling Approaches

Automatic model discovery in Quantitative Systems Biology

Thursday 16 October, 2025

Introduction/Objectives: Quantitative Systems Pharmacology (QSP) models aim at offering a detailed mechanistic understanding of the biological processes underlying health, disease…

Read more

Incorporating complex drug PK with multiple binding targets into a QSP model to predict combined PD effects

Thursday 16 October, 2025

Objectives: More antibody drugs are being made in di- and trimer forms to bind multiple targets in a pathway or…

Read more

Structural model development with compartmental pharmacokinetic models for a range of small molecule subcutaneous data

Thursday 16 October, 2025

Objectives: The development of pharmacokinetic (PK) and pharmacodynamic (PD) models demands considerable time from highly skilled scientists, and the need for…

Read more

A modelling framework for in vitro/in vivo translation of PROTACs PK/PD and PK/Efficacy: accelerating drug discovery of targeted protein degraders

Thursday 16 October, 2025

Objectives: PROTACs [1] are novel small molecules which violate not only the optimal, well-understood physicochemical design space [2], but also…

Read more

An integrated modelling approach for targeted degradation: insights on optimisation, data requirements and PKPD predictions from semi- or fully-mechanistic models and exact steady state solutions

Thursday 16 October, 2025

Objectives:  This work proposes a novel pragmatic modelling approach for targeted protein degradation which captures the essence of the mechanism…

Read more

Population pharmacokinetic modelling for vancomycin using Bayesian model averaging approach

Thursday 16 October, 2025

Introduction: Vancomycin has been used as a first-line standard treatment against methicillin-resistant Staphylococcus aureus for over 60 years [1]. More…

Read more

Comparative Study of Target Mediated Drug Disposition Approximation Methods Based on Validity Conditions: Application to Clinical Trial Studies

Thursday 16 October, 2025

Objectives: Target-Mediated Drug Disposition (TMDD) is a phenomenon that occurs when a potent and specific drug binds to the target site…

Read more

Non-linear autoregressive exogenous modelling to predict individual haematotoxicity during chemotherapy

Thursday 16 October, 2025

Objectives: Cytotoxic cancer therapies frequently result in severe haematotoxic side-effects. Predicting a patient’s haematologic response to treatment is of high…

Read more

Combining biological knowledge and machine learning for predicting dynamics of haematotoxcity after chemotherapy: a comparative analysis

Thursday 16 October, 2025

Objectives: Cytotoxic treatment in cancer therapy is frequently accompanied by dose-limiting haematotoxic side-effects. Predicting an individual’s risk holds significant clinical…

Read more

Predicting Motor function scores using uHex4 biomarker effect in Pompe disease

Thursday 16 October, 2025

Objectives: Text regarding objectives. Methods: Text regarding methods. Results: Text regarding results. Conclusions: Text regarding conclusions. References: [1] Text for…

Read more