Objectives: Pharmacological modeling is evolving towards large-scale dynamical models [1]. A typical QSP project may include thousands of molecular components…
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Parameters Estimation, Identifiability and Predictability Analysis in Systems Biology with HetaSimulator and LikelihoodProfiler
Introduction: Systems Biology and QSP Modeling workflow consists of time consuming and computationally demanding procedures, which include developing a model…
Read moreAn Algorithm to Generate Virtual Patients Cohort for a Model of Solid Tumor Treatment
Introduction: Conventional QSP modelling approach implies fitting a model to series of mean data values, thus obtaining parameters’ values, which…
Read moreSecure and Scalable Computational Environment for Virtual Patients Simulations
Introduction: One of the main computational challenges of QSP modeling is the possibility to perform thousands of simulations with large-scale…
Read moreModelling rate and extent of resistance development against colistin in Klebsiella pneumoniae and Pseudomonas aeruginosa
Objectives: Klebsiella pneumonia (KP) and Pseudomonas aeruginosa (PA) are commonly associated with serious life-threatening infections and antibiotic resistance1. Colistin is…
Read morePopulation plasma and tissue pharmacokinetics of linezolid in healthy volunteers and septic patients
Background: Linezolid, an antimicrobial drug, is commonly used to treat bacterial pneumonia and skin and soft tissue structure infections (SSTIs)…
Read moreParameter estimation in nonlinear fixed-effects QSP models: benchmark of optimization methods
Objectives: Robust and efficient parameter estimation is one of the key steps in quantitative systems pharmacology (QSP) model development. The problem…
Read morePharmacokinetic, receptor occupancy and pharmacodynamic (PK/RO/PD) modeling of ALX148, a CD47 blocker
Introduction: ALX148 is a promising anti-CD47 blocker currently undergoing clinical trials, which is designed to enhance the activity of anti-cancer…
Read moreDevelopment and validation of a population pharmacokinetic model for donepezil
Objectives: Donepezil is a widely used drug for symptomatic relief of Alzheimer’s disease. Clinical trial data indicate high variability among…
Read morePopulation Pharmacokinetics of Valproic Acid, Lamotrigine, and Levetiracetam in the Pediatric Population
Introduction: Managing epilepsy in pediatric patients through combined pharmacotherapy is a challenging task for clinicians. This is due to the…
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