Poster: Methodology - Model Evaluation

Quantitative Predictive Check (QPC): A Scalar Framework for Objective and Optimization-Ready VPC Evaluation

Thursday 7 May, 2026

Introduction: Model evaluation in pharmacometrics relies on multiple criteria, including likelihood-based statistics, parameter precision, plausibility of covariate effects, and graphical…

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BAYESIAN QUANTIFICATION OF BIAS AND UNCERTAINTY IN SIMCYP V19 PREDICTIONS OF DRUG-DRUG INTERACTIONS

Thursday 7 May, 2026

As part of the qualification of the Simcyp Simulator V19 by the European Medicine Agency (EMA) in 2025, a statistical…

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Sensitivity analysis and calibration for a computationally expensive PBPK model: a case study for the PERSERISâ„¢ in-situ forming PLGA-based implant

Thursday 7 May, 2026

Introduction: Sensitivity Analysis (SA) describes a class of methods for studying the relationships between the inputs and outputs of a…

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Cross-tissue evaluation of a proteomics-derived ppm-to-nM conversion for target expression inputs to antibody PBPK/TMDD models

Thursday 7 May, 2026

Introduction: In antibody therapy, accurate prediction of first-in-human dose often requires accounting for target-mediated drug disposition (TMDD), for which PBPK…

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Predicting Receptor Occupancy via Empirical Approximations from Nonlinear Population PK Modeling

Thursday 7 May, 2026

Objectives Assessing monoclonal antibody target engagement in vivo is critical to understanding drug activity and informing the selection of a…

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RE-ESTIMATION OF PEDIATRIC POPULATION PHARMACOKINETIC MODELS OF DOLUTEGRAVIR IN A CANADIAN POPULATION UNDERGOING THERAPEUTIC DRUG MONITORING

Thursday 7 May, 2026

Introduction: Dolutegravir (DTG) is a widely used integrase inhibitor for HIV treatment [1]. Despite its favorable pharmacokinetic profile, interindividual variability…

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Visual Predictive Checks for Real-World Data using Propensity-Score-Matching

Thursday 7 May, 2026

Background: It is known that visual predictive checks (VPC) cannot be used reliably when real world data (RWD) or data…

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ASSESSMENT OF EXPOSURE-RESPONSE CAUSALITY AND HOMOGENEITY VIA PARTITIONED EFFECTS MODELING AND MEDIATION ANALYSIS: A MOXONIDINE CASE STUDY

Thursday 7 May, 2026

Objectives Causality and homogeneity in exposure–response (E-R) analyses can be assessed by the partitioned effects (PE) model, based on an…

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Reference-Corrected VPCs: Addressing Model Evaluation Challenges with Real-World Data and Adaptive Designs

Thursday 7 May, 2026

Background The visual predictive check (VPC) and the prediction-corrected VPC (pcVPC) are standard diagnostic tools used to evaluate the suitability…

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Evaluating the utility of dose/exposure-response modeling for dose optimization in oncology

Thursday 16 October, 2025

Introduction: Conventionally, single arm dose-expansion trials were widely used to select the therapeutic dose for oncology. Many gaps in the conventional…

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