Poster: Methodology - New Modelling Approaches

Model-based meta-analysis of combination drug effects to evaluate drug effect independency and interaction effects

Thursday 16 October, 2025

Introduction/Objectives Combination therapies are commonly for treatment of various cancers. Methods to predict expected therapeutic effects of combination therapies are…

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Parameter Significance Test Using Mixture Models (PaSTUM) allowing Type-1 Error Control for Exposure Response Modelling

Thursday 16 October, 2025

Introduction: Exposure-response (ER) modelling is a crucial step in clinical drug development. Model misspecifications can inflate type I error (T1)…

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Leveraging Machine Learning to Decode Polymeric Long-Acting Injectables and Predict Their Performance

Thursday 16 October, 2025

Introduction Polymeric long-acting injectables (LAIs) offer significant benefits for the treatment of many chronic diseases, which extend therapeutic durations, reduce…

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AI/ML algorithm for clinical data reconstruction: Turning AD into IPD.

Thursday 16 October, 2025

Introduction: PK/PD data analysis is a cornerstone of drug development and efficacy and safety studies. However, individual-level PK/PD data is…

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Model-based reproduction of receptor-targeting antibody pharmacodynamics allows to identify ligand turnover parameters

Thursday 16 October, 2025

Introduction: In early drug discovery, clinical data on monoclonal antibodies targeting a specific protein ligand may be unavailable before the…

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PBPK modeling and simulation of the pharmacokinetics of an antibody drug conjugate in a patient population of phase I clinical trials

Thursday 16 October, 2025

Introduction: Antibody-drug conjugates (ADCs) represent a promising anticancer approach [1]. Although physiologically based pharmacokinetics (PBPK) modeling became important in the…

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Aggregate data modeling in R: a new method for fitting pharmacometrics models to summary-level data

Thursday 16 October, 2025

Introduction/Objectives: Population pharmacokinetic and pharmacodynamic (PK/PD) models from different studies sometimes conflict with each other [1]. When faced with conflicting…

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One model to rule them all? A meta-analysis of therapeutic antibody population PK models.

Thursday 16 October, 2025

Introduction: Antibodies and their derivatives are widely used in treating various diseases, including the fields of oncology, hematology, infectious and…

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Quantitative systems pharmacology model of B-cell immune response

Thursday 16 October, 2025

Objectives: B-cell immunity plays a crucial role in adaptive immune response. Dysregulation of autoreactive B-cell selection, excessive activation, and B…

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A Minimal Physiologically based pharmacokinetic Framework Incorporating Antigen Shedding Dynamics for Optimizing Immuno-Oncology Therapies

Thursday 16 October, 2025

Introduction: Immuno-oncology leverages monoclonal antibodies (mAbs) and related modalities (e.g., antibody-drug conjugates, bispecific antibodies) to target tumor-associated antigens. Physiologically based…

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