4.1 Article

A quantitative systems pharmacology model of hyporesponsiveness to erythropoietin in rats

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SPRINGER/PLENUM PUBLISHERS
DOI: 10.1007/s10928-021-09762-z

关键词

Erythropoietin; Hyporesponsiveness; Systems pharmacology model; Neocytolysis; Feedback regulation; Precursor depletion

资金

  1. University Research Committee, University of Hong Kong [24103120]

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A quantitative systems pharmacology (QSP) model was developed to study hyporesponsiveness to rHuEPO in rats. The study found that negative feedback regulation, neocytolysis, and depletion of erythroid precursors are major factors leading to hyporesponsiveness. The model adequately characterizes time courses of rHuEPO PK and nine PD endpoints in both control and treatment groups.
Recombinant human erythropoietin (rHuEPO) is effective in managing chronic kidney disease and chemotherapy-induced anemia. However, hyporesponsiveness to rHuEPO treatment was reported in about 10% of the patients. A decreased response in rats receiving a single or multiple doses of rHuEPO was also observed. In this study, we aimed to develop a quantitative systems pharmacology (QSP) model to examine hyporesponsiveness to rHuEPO in rats. Pharmacokinetic (PK) and pharmacodynamic (PD) data after a single intravenous dose of rHuEPO (100 IU/kg) was obtained from a previous study (Yan et al. in Pharm Res, 30:1026-1036, 2013) including rHuEPO plasma concentrations, erythroid precursors counts in femur bone marrow and spleen, reticulocytes (RETs), red blood cells (RBCs), and hemoglobin (HGB) in circulation. Parameter values were obtained from literature or calibrated with experimental data. Global sensitivity analysis and model-based simulations were performed to assess parameter sensitivity and hyporesponsiveness. The final QSP model adequately characterizes time courses of rHuEPO PK and nine PD endpoints in both control and treatment groups simultaneously. The model indicates that negative feedback regulation, neocytolysis, and depletion of erythroid precursors are major factors leading to hyporesponsiveness to rHuEPO treatment in rats.

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