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Population Pharmacodynamic Modeling of Epoetin Alfa in End-Stage Renal Disease Patients Receiving Maintenance Treatment Using Bayesian Approach.

ABSTRACT: The ability to control dosage regimens of erythropoiesis-stimulating agents (ESAs) to maintain a desired hemoglobin (HGB) target is still elusive. We utilized a Bayesian approach and informative priors to characterize HGB profiles, using simulated drug concentrations, in patients with end-stage renal disease receiving maintenance doses of epoetin alfa. We also demonstrated an adaptive Bayesian method, applied to individual patients, to improve the accuracy of HGB predictions over time. The results showed that sparse HGB data from daily clinical practice were characterized successfully. The adaptive Bayesian method effectively improved the accuracy of HGB predictions by updating the individual model with new data accounting for within-subject changes over time. The Bayesian approach presented leverages existing knowledge of the model parameters and has a potential utility in clinical practice to individualize dosage regimens of epoetin alfa and ESAs to achieve target HGB. Further studies are warranted to develop an application for practical use.

SUBMITTER: Nguyen LM

PROVIDER: S-EPMC7577019 | biostudies-literature | 2020 Oct

REPOSITORIES: biostudies-literature

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Population Pharmacodynamic Modeling of Epoetin Alfa in End-Stage Renal Disease Patients Receiving Maintenance Treatment Using Bayesian Approach.

Nguyen Ly Minh LM Meaney Calvin J CJ Rao Gauri G GG Panesar Mandip M Krzyzanski Wojciech W

CPT: pharmacometrics & systems pharmacology 20200929 10

The ability to control dosage regimens of erythropoiesis-stimulating agents (ESAs) to maintain a desired hemoglobin (HGB) target is still elusive. We utilized a Bayesian approach and informative priors to characterize HGB profiles, using simulated drug concentrations, in patients with end-stage renal disease receiving maintenance doses of epoetin alfa. We also demonstrated an adaptive Bayesian method, applied to individual patients, to improve the accuracy of HGB predictions over time. The resul ...[more]

PMID: 32996284

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Project description:BACKGROUND AND OBJECTIVES:This study was conducted to compare the safety and efficacy of intravenous epoetin alfa-epbx, an epoetin alfa biosimilar, to epoetin alfa in patients on hemodialysis with ESKD and anemia. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS:In this 24-week, multicenter, double-blind comparative efficacy and safety study, 612 patients on hemodialysis with ESKD and anemia who had stable hemoglobin and were receiving stable doses of intravenous epoetin alfa were randomized (1:1) to intravenous epoetin alfa or epoetin alfa-epbx. Dosing was adjusted according to the epoetin alfa prescribing information. The coprimary efficacy end points were the least squares mean difference between the two treatments in mean weekly hemoglobin level and mean weekly epoetin dose per kilogram of body weight during the last 4 weeks of treatment. RESULTS:The least squares mean difference between epoetin alfa-epbx and epoetin alfa in weekly hemoglobin was -0.12 g/dl and the 95% confidence interval (-0.25 to 0.01) was contained within the prespecified equivalence margin (-0.5 to 0.5 g/dl). The least squares mean difference between epoetin alfa-epbx and epoetin alfa in weekly epoetin dose per kilogram of body weight was 0.37 U/kg per week, and the 95% confidence interval (-10.40 to 11.13) was contained within the prespecified equivalence margin (-45 to 45 U/kg per week). Incidences of adverse events (77.1% versus 75.3%), serious adverse events (24.9% versus 27.0%), and deaths (n=5 versus 6) were similar between the epoetin alfa-epbx and epoetin alfa groups, respectively. Five patients tested positive for anti-recombinant human erythropoietin antibodies at baseline, and two additional patients (n=1 per group) developed anti-recombinant human erythropoietin antibodies while on study treatment. All patients tested negative for neutralizing antibodies, and no patient in either group experienced an event of pure red cell aplasia. CONCLUSIONS:This 24-week, comparative, clinical trial in patients on hemodialysis with ESKD and anemia demonstrated there is no clinically meaningful difference in efficacy or safety between epoetin alfa-epbx and epoetin alfa.

Project description:AimTo determine if temporary discontinuation of epoetin therapy in anemic patients with end stage renal disease (ESRD) influences their responsiveness to epoetin.MethodsWe performed a post hoc analysis of the data from two consecutive single-center randomized trials (T1 and T2) comparing the efficacy of two epoetin products (E1 and E2) in anemic patients with ESRD. The analysis included a subset of 44 patients who participated in both trials and were not receiving epoetin in the period (median, 12 months; range 5-15) between the trials due to epoetin shortage. Two co-primary outcomes were average weekly hemoglobin difference from the baseline and average weekly epoetin dose.ResultsWith adjustment for potential differences between E1 and E2, average weekly hemoglobin difference of 1.21 g/dL from the baseline was lower in T2 than that of 1.71 g/dL in T1: difference -0.49 (95% confidence interval [CI], -0.68 to -0.29; P<0.001). Average weekly epoetin dose of 107 IU/kg in T2 was higher than 96 IU/kg in T1 (ratio, 1.13; 95% CI, 1.04-1.24; P=0.009). With additional adjustment for within-subject changes in baseline covariates from T1 to T2 (baseline hemoglobin, body mass index, serum albumin, ferritin and transferrin saturation, intact parathormone, C-reactive protein, dialysis dose, and use of angiotensin converting enzyme inhibitors), hemoglobin response remained lower (adjusted difference, -0.44 g/dL; 95% CI, -0.73 to -0.16; P=0.004) and weekly epoetin dose remained higher in T2 than inT1 (adjusted ratio, 1.17; 95% CI, 1.03-1.34; P=0.016).ConclusionsIn patients with ESRD, responsiveness to epoetin was lower in T2 after a period of epoetin therapy discontinuation than in T1 epoetin trial. Since this could not be explained by within-subject changes in factors known to affect response to epoetin, a prolonged withdrawal of epoetin in patients with ESRD might independently contribute to a reduced responsiveness to epoetin at a later re-exposure.Clinical trial registrationClinicalTrials.gov Identifier for T1 trial: NCT00322413.

Dataset Information

Population Pharmacodynamic Modeling of Epoetin Alfa in End-Stage Renal Disease Patients Receiving Maintenance Treatment Using Bayesian Approach.

Publications

Population Pharmacodynamic Modeling of Epoetin Alfa in End-Stage Renal Disease Patients Receiving Maintenance Treatment Using Bayesian Approach.

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