scholarly journals Novel Hybrid GPU–CPU Implementation of Parallelized Monte Carlo Parametric Expectation Maximization Estimation Method for Population Pharmacokinetic Data Analysis

2013 ◽  
Vol 15 (4) ◽  
pp. 1212-1221 ◽  
Author(s):  
C. M. Ng
2008 ◽  
Vol 35 (2) ◽  
pp. 219-233 ◽  
Author(s):  
Pankaj Gupta ◽  
Matthew M. Hutmacher ◽  
Bill Frame ◽  
Raymond Miller

2008 ◽  
Vol 52 (7) ◽  
pp. 2300-2304 ◽  
Author(s):  
Thomas P. Lodise ◽  
Mark Gotfried ◽  
Steven Barriere ◽  
George L. Drusano

ABSTRACT Telavancin is an investigational bactericidal lipoglycopeptide with a multifunctional mechanism of action, as demonstrated against methicillin-resistant Staphylococcus aureus. While the plasma pharmacokinetics have been described, the extent of the penetration of the drug into the lung, measured by the epithelial lining fluid (ELF), remains unknown. Population modeling and Monte Carlo simulation were employed to estimate the penetration of telavancin into ELF. Plasma and ELF pharmacokinetic data were obtained from 20 healthy volunteers, and the pharmacokinetic samples were assayed by a validated liquid chromatography-tandem mass spectrometry technique. Concentration-time profiles in plasma and ELF were simultaneously modeled using a three-compartment model with zero-order infusion and first-order elimination and transfer. The model parameters were identified in a population pharmacokinetic analysis (BigNPAG). Monte Carlo simulation of 9,999 subjects was performed to calculate the ELF/plasma penetration ratios by estimating the area under the concentration-time curve (AUC) for the drug in ELF (AUCELF) and for the free drug in plasma (free AUCplasma) from zero to infinity after a single dose. After the Bayesian step, the overall fits of the model to the data were good, and plots of predicted versus observed concentrations in plasma and ELF showed slopes and intercepts very close to the ideal values of 1.0 and 0.0, respectively. The median AUCELF/free AUCplasma penetration ratio was 0.73, and the 25th and 75th percentile value ratios were 0.43 and 1.24, respectively. In uninfected lung tissue, the median AUCELF is approximately 75% of the free AUCplasma.


1997 ◽  
Vol 86 (7) ◽  
pp. 840-845 ◽  
Author(s):  
Hsiao-Hui Chow ◽  
Kristin M. Tolle ◽  
Denise J. Roe ◽  
Victor Elsberry ◽  
Hsinchun Chen

2007 ◽  
Vol 25 (2) ◽  
pp. 359-368 ◽  
Author(s):  
Gabriele Fliss ◽  
Alexander Staab ◽  
Christiane Tillmann ◽  
Dirk Trommeshauser ◽  
Hans G. Schaefer ◽  
...  

Author(s):  
Wojciech Krzyzanski ◽  
Mark A. Milad ◽  
Alan H. Jobe ◽  
Thomas Peppard ◽  
Robert R. Bies ◽  
...  

AbstractPopulation analysis of pharmacokinetic data for five differing dosage forms and routes for dexamethasone and betamethasone in 48 healthy nonpregnant Indian women was performed that accounted for a partial and complex cross-over design. Single doses of 6 mg dexamethasone phosphate (DEX-P), betamethasone phosphate (BET-P), or 1:1 mixture of betamethasone phosphate and acetate (BET-PA) were administered orally (PO) or intramuscularly (IM). Plasma concentrations collected for two periods over 96 h were described with a two-compartment model with differing PO and IM first-order absorption inputs. Clearances and volumes were divided by the IM bioavailability $${F}_{IM}$$ F IM . The homogeneous ages, body weights, and ethnicity of the women obviated covariate analysis. Parameter estimates were obtained by the Laplace estimation method implemented in NONMEM 7.4. Typical values for dexamethasone were clearance ($${CL/F}_{IM})$$ C L / F IM ) of 9.29 L/h, steady-state volume ($${{V}_{ss}/F}_{IM})$$ V ss / F IM ) of 56.4 L, IM absorption constant $$\left({k}_{aIM}\right)$$ k aIM of 0.460 1/h and oral absorption constant ($${k}_{aPO})$$ k aPO ) of 0.936 1/h. Betamethasone parameters were CL/FIM of 5.95 L/h, $${Vss/F}_{IM}$$ V s s / F IM of 72.4 L, $${k}_{aIM}$$ k aIM of 0.971 1/h, and $${k}_{aPO}$$ k aPO of 1.21 1/h. The PO to IM F values were close to 1.0 for both drugs. The terminal half-lives averaged about 7.5 h for DEX, 17 h for BET, and 78 h for BET from BET-PA with the latter reflecting very slow release of BET from the acetate ester. Overall, BET exhibited slower clearance, larger volume of distribution, faster absorption, and longer persistence than DEX. These data may be useful in considering exposures when substituting one form of corticosteroid for another.


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