Literature DB >> 31010868

Limited Sampling Strategies Using Linear Regression and the Bayesian Approach for Therapeutic Drug Monitoring of Moxifloxacin in Tuberculosis Patients.

Simone H J van den Elsen1, Marieke G G Sturkenboom1, Onno W Akkerman2,3, Katerina Manika4, Ioannis P Kioumis4, Tjip S van der Werf2,5, John L Johnson6, Charles Peloquin7, Daan J Touw1, Jan-Willem C Alffenaar8,9.   

Abstract

Therapeutic drug monitoring (TDM) of moxifloxacin is recommended to improve the response to tuberculosis treatment and reduce acquired drug resistance. Limited sampling strategies (LSSs) are able to reduce the burden of TDM by using a small number of appropriately timed samples to estimate the parameter of interest, the area under the concentration-time curve. This study aimed to develop LSSs for moxifloxacin alone (MFX) and together with rifampin (MFX+RIF) in tuberculosis (TB) patients. Population pharmacokinetic (popPK) models were developed for MFX (n = 77) and MFX+RIF (n = 24). In addition, LSSs using Bayesian approach and multiple linear regression were developed. Jackknife analysis was used for internal validation of the popPK models and multiple linear regression LSSs. Clinically feasible LSSs (one to three samples, 6-h timespan postdose, and 1-h interval) were tested. Moxifloxacin exposure was slightly underestimated in the one-compartment models of MFX (mean -5.1%, standard error [SE] 0.8%) and MFX+RIF (mean -10%, SE 2.5%). The Bayesian LSSs for MFX and MFX+RIF (both 0 and 6 h) slightly underestimated drug exposure (MFX mean -4.8%, SE 1.3%; MFX+RIF mean -5.5%, SE 3.1%). The multiple linear regression LSS for MFX (0 and 4 h) and MFX+RIF (1 and 6 h), showed mean overestimations of 0.2% (SE 1.3%) and 0.9% (SE 2.1%), respectively. LSSs were successfully developed using the Bayesian approach (MFX and MFX+RIF; 0 and 6 h) and multiple linear regression (MFX, 0 and 4 h; MFX+RIF, 1 and 6 h). These LSSs can be implemented in clinical practice to facilitate TDM of moxifloxacin in TB patients.
Copyright © 2019 American Society for Microbiology.

Entities:  

Keywords:  drug interactions; population pharmacokinetics; sampling strategy; therapeutic drug monitoring; tuberculosis

Year:  2019        PMID: 31010868      PMCID: PMC6591620          DOI: 10.1128/AAC.00384-19

Source DB:  PubMed          Journal:  Antimicrob Agents Chemother        ISSN: 0066-4804            Impact factor:   5.191


  40 in total

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Authors:  Jan-Willem C Alffenaar; Tawanda Gumbo; Rob E Aarnoutse
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Authors:  Lina Davies Forsman; Judith Bruchfeld; Jan-Willem C Alffenaar
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Authors:  A P MacGowan
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7.  Serum drug concentrations predictive of pulmonary tuberculosis outcomes.

Authors:  Jotam G Pasipanodya; Helen McIlleron; André Burger; Peter A Wash; Peter Smith; Tawanda Gumbo
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8.  Wild-type MIC distributions of four fluoroquinolones active against Mycobacterium tuberculosis in relation to current critical concentrations and available pharmacokinetic and pharmacodynamic data.

Authors:  K A Angeby; P Jureen; C G Giske; E Chryssanthou; E Sturegård; M Nordvall; A G Johansson; J Werngren; G Kahlmeter; S E Hoffner; T Schön
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9.  Population pharmacokinetics of levofloxacin, gatifloxacin, and moxifloxacin in adults with pulmonary tuberculosis.

Authors:  Charles A Peloquin; David Jamil Hadad; Lucilia Pereira Dutra Molino; Moises Palaci; W Henry Boom; Reynaldo Dietze; John L Johnson
Journal:  Antimicrob Agents Chemother       Date:  2007-12-10       Impact factor: 5.191

10.  Effects of rifampin and multidrug resistance gene polymorphism on concentrations of moxifloxacin.

Authors:  Marc Weiner; William Burman; Chi-Cheng Luo; Charles A Peloquin; Melissa Engle; Stefan Goldberg; Vipin Agarwal; Andrew Vernon
Journal:  Antimicrob Agents Chemother       Date:  2007-05-21       Impact factor: 5.191

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6.  A Systematic Review of Multiple Linear Regression-Based Limited Sampling Strategies for Mycophenolic Acid Area Under the Concentration-Time Curve Estimation.

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