Assessment of Micafungin Dosage Regimens in Patients with Cancer Using Pharmacokinetic/Pharmacodynamic Modeling and Monte Carlo Simulation

Micafungin is widely used for invasive candidiasis, especially in critically ill patients and those with cancer, and for empirical antifungal therapy in patients with neutropenic fever. This is the first study to investigate the pharmacokinetics and disposition parameters of micafungin in patients w...

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Main Authors: Saeed Alqahtani, Asma Alfarhan, Abdullah Alsultan, Emad Alsarhani, Abdulaziz Alsubaie, Yousif Asiri
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Antibiotics
Subjects:
Online Access:https://www.mdpi.com/2079-6382/10/11/1363
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author Saeed Alqahtani
Asma Alfarhan
Abdullah Alsultan
Emad Alsarhani
Abdulaziz Alsubaie
Yousif Asiri
author_facet Saeed Alqahtani
Asma Alfarhan
Abdullah Alsultan
Emad Alsarhani
Abdulaziz Alsubaie
Yousif Asiri
author_sort Saeed Alqahtani
collection DOAJ
description Micafungin is widely used for invasive candidiasis, especially in critically ill patients and those with cancer, and for empirical antifungal therapy in patients with neutropenic fever. This is the first study to investigate the pharmacokinetics and disposition parameters of micafungin in patients with cancer. In this observational pharmacokinetic study, blood samples were collected and analyzed using high-performance liquid chromatography. Pharmacokinetic parameters were estimated using Monolix 4.4 software. The plasma micafungin concentrations were measured in a total of 133 samples from 19 patients. In the final two-compartment model with linear elimination, the estimated micafungin clearance (CL) was significantly higher in patients with cancer than in those without cancer (1.2 vs. 0.6 L/h, <i>p</i> = 0.012), whereas other parameters did not significantly differ between the two groups. Aspartate and alanine transaminases and body weight significantly influenced micafungin CL in patients, with and without cancer. Overall, the probability of target attainment increased with increasing doses and decreased with higher MICs in both groups. In simulations, the patients without cancer achieved higher pharmacokinetic/pharmacodynamic targets with a 90% probability for all simulated doses, compared to the patients with cancer. Micafungin demonstrated dose-proportional linear pharmacokinetics in both the patients with and those without cancer. The estimated micafungin CL was significantly higher in patients with cancer, suggesting a need for increased dosage, especially for <i>Candida</i> spp. with high MICs, in these patients. Further studies should assess the efficacy and optimum dosage of micafungin for the treatment and prevention of febrile neutropenia (FN) in patients with cancer.
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spelling doaj.art-618a67d66f8840e8af1f6655b2a584392023-11-22T22:10:31ZengMDPI AGAntibiotics2079-63822021-11-011011136310.3390/antibiotics10111363Assessment of Micafungin Dosage Regimens in Patients with Cancer Using Pharmacokinetic/Pharmacodynamic Modeling and Monte Carlo SimulationSaeed Alqahtani0Asma Alfarhan1Abdullah Alsultan2Emad Alsarhani3Abdulaziz Alsubaie4Yousif Asiri5Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi ArabiaDepartment of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi ArabiaDepartment of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi ArabiaDepartment of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi ArabiaDepartment of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi ArabiaDepartment of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi ArabiaMicafungin is widely used for invasive candidiasis, especially in critically ill patients and those with cancer, and for empirical antifungal therapy in patients with neutropenic fever. This is the first study to investigate the pharmacokinetics and disposition parameters of micafungin in patients with cancer. In this observational pharmacokinetic study, blood samples were collected and analyzed using high-performance liquid chromatography. Pharmacokinetic parameters were estimated using Monolix 4.4 software. The plasma micafungin concentrations were measured in a total of 133 samples from 19 patients. In the final two-compartment model with linear elimination, the estimated micafungin clearance (CL) was significantly higher in patients with cancer than in those without cancer (1.2 vs. 0.6 L/h, <i>p</i> = 0.012), whereas other parameters did not significantly differ between the two groups. Aspartate and alanine transaminases and body weight significantly influenced micafungin CL in patients, with and without cancer. Overall, the probability of target attainment increased with increasing doses and decreased with higher MICs in both groups. In simulations, the patients without cancer achieved higher pharmacokinetic/pharmacodynamic targets with a 90% probability for all simulated doses, compared to the patients with cancer. Micafungin demonstrated dose-proportional linear pharmacokinetics in both the patients with and those without cancer. The estimated micafungin CL was significantly higher in patients with cancer, suggesting a need for increased dosage, especially for <i>Candida</i> spp. with high MICs, in these patients. Further studies should assess the efficacy and optimum dosage of micafungin for the treatment and prevention of febrile neutropenia (FN) in patients with cancer.https://www.mdpi.com/2079-6382/10/11/1363micafungincancerpopulation pharmacokineticsmodelingMonte Carlo simulation
spellingShingle Saeed Alqahtani
Asma Alfarhan
Abdullah Alsultan
Emad Alsarhani
Abdulaziz Alsubaie
Yousif Asiri
Assessment of Micafungin Dosage Regimens in Patients with Cancer Using Pharmacokinetic/Pharmacodynamic Modeling and Monte Carlo Simulation
Antibiotics
micafungin
cancer
population pharmacokinetics
modeling
Monte Carlo simulation
title Assessment of Micafungin Dosage Regimens in Patients with Cancer Using Pharmacokinetic/Pharmacodynamic Modeling and Monte Carlo Simulation
title_full Assessment of Micafungin Dosage Regimens in Patients with Cancer Using Pharmacokinetic/Pharmacodynamic Modeling and Monte Carlo Simulation
title_fullStr Assessment of Micafungin Dosage Regimens in Patients with Cancer Using Pharmacokinetic/Pharmacodynamic Modeling and Monte Carlo Simulation
title_full_unstemmed Assessment of Micafungin Dosage Regimens in Patients with Cancer Using Pharmacokinetic/Pharmacodynamic Modeling and Monte Carlo Simulation
title_short Assessment of Micafungin Dosage Regimens in Patients with Cancer Using Pharmacokinetic/Pharmacodynamic Modeling and Monte Carlo Simulation
title_sort assessment of micafungin dosage regimens in patients with cancer using pharmacokinetic pharmacodynamic modeling and monte carlo simulation
topic micafungin
cancer
population pharmacokinetics
modeling
Monte Carlo simulation
url https://www.mdpi.com/2079-6382/10/11/1363
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