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Limited Sampling Strategies Using Linear Regression and the Bayesian Approach for Therapeutic Drug Monitoring of Moxifloxacin in Tuberculosis Patients
- Source :
- Antimicrobial Agents and Chemotherapy, 63(7):ARTN e00384-19. AMER SOC MICROBIOLOGY
- Publication Year :
- 2019
- Publisher :
- American Society for Microbiology, 2019.
-
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 4h; MFX+RIF, 1 and 6h). These LSSs can be implemented in clinical practice to facilitate TDM of moxifloxacin in TB patients.
- Subjects :
- Male
Moxifloxacin
Antitubercular Agents
030226 pharmacology & pharmacy
0302 clinical medicine
Levofloxacin
Pharmacology (medical)
LEVOFLOXACIN
0303 health sciences
education.field_of_study
RESISTANT TUBERCULOSIS
medicine.diagnostic_test
RIFAMPICIN
Regression analysis
Middle Aged
POPULATION PHARMACOKINETICS
Infectious Diseases
SAFETY
Area Under Curve
Drug Therapy, Combination
Female
MYCOBACTERIUM-TUBERCULOSIS
Drug Monitoring
Rifampin
medicine.drug
Adult
medicine.medical_specialty
therapeutic drug monitoring
Population
Clinical Therapeutics
03 medical and health sciences
Pharmacokinetics
Internal medicine
Linear regression
medicine
Humans
Tuberculosis
education
Pharmacology
030306 microbiology
business.industry
Reproducibility of Results
Bayes Theorem
drug interactions
sampling strategy
IN-VITRO
AMIKACIN
MODEL
Standard error
QTC
Therapeutic drug monitoring
Linear Models
business
Subjects
Details
- ISSN :
- 10986596 and 00664804
- Volume :
- 63
- Database :
- OpenAIRE
- Journal :
- Antimicrobial Agents and Chemotherapy
- Accession number :
- edsair.doi.dedup.....68870e8222f5cea58a4d400884117429
- Full Text :
- https://doi.org/10.1128/aac.00384-19