Grant number: 1R01AI116155-01
Principal Investigator: Helen McIlleron, PhD (University of Cape Town) &Tawanda Gumbo, MD
Funding Organization: National Institute of Allergy & Infectious Diseases
Project Start: February 15, 2015
Project End: January 31, 2020
Abstract: Dr. Gumbo will perform compartmental pharmacokinetic analysis for the hollow fiber studies and identify the mathematical models for the relationship between acquired drug resistance, microbial effect, and drug concentration. He will also perform Monte Carlo simulations. Tasks will include work to establish semi-mechanistic mathematical models, pharmacokinetic/pharmacodynamics modeling, statistical analyses of laboratory results, examination of thresholds associated with optimal efficacy using machine learning methods, as well as help with translation from pre-clinical models to patients.