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Differences in the Prediction of Area Under the Curve for a Protease Inhibitor Using Trough Versus Peak Concentration: Assessment Using Published Pharmacokinetic Data for Indinavir. Am J Ther 2015; 24:e405-e418. [PMID: 26291590 DOI: 10.1097/mjt.0000000000000294] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
In the present day antiretroviral therapy, Ctrough is a key tool for efficacy assessment. The present work explored the feasibility of using Ctrough or Cmax in the area under the concentration-time curve (AUC) prediction of indinavir. A simple unweighted linear regression model was developed to describe the relationship between Cmax versus AUC (r = 0.8101, P < 0.001) and Ctrough versus AUC (r = 0.8127, P < 0.001) for indinavir. The regression lines were used to predict the AUC values from literature Cmax or Ctrough data of indinavir in HIV and healthy subjects. The fold difference, defined as the quotient of the observed and predicted AUC values, was evaluated along with statistical comparison, including root mean square error (RMSE) prediction for the 2 models. The correlation between Cmax versus AUC and Ctrough versus AUC was established. Majority of the predicted values for Cmax versus AUC were within 0.75- to 1.5-fold differences. However, the Ctrough versus AUC model showed larger variability with approximately one-third of the predictions within 0.75- to 1.5-fold differences. The r value and %RMSE for observed versus predicted AUC for Ctrough (r = 0.5925, n = 65, P < 0.001, and RMSE: 67%) were inferior to the Cmax (r = 0.8773, n = 86, P < 0.001, and RMSE: 46%). In conclusion, Cmax versus AUC and Ctrough versus AUC relationships were established for indinavir showing the utility of a single concentration time point for therapeutic drug monitoring purpose. The Cmax model for indinavir may be more relevant for AUC prediction as determined by the statistical criteria.
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Phelps BR, Rakhmanina N. Antiretroviral drugs in pediatric HIV-infected patients: pharmacokinetic and practical challenges. Paediatr Drugs 2011; 13:175-92. [PMID: 21500872 DOI: 10.2165/11587300-000000000-00000] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Antiretroviral (ARV) therapy has been shown to achieve high therapeutic efficacy in treating pediatric HIV disease. The delivery of affordable, child friendly, and easy to store and administer ARV drugs is key to the successful management of HIV in children. In recent years, significant progress has been made in scaling up the access to pediatric ARV therapy among children worldwide. Despite the improved ARV drug access, multiple challenges remain concerning palatability and efficient delivery of ARV drugs to children from infancy into adolescence. Data are limited regarding developmental changes in pharmacokinetics of individual ARV drugs, and pediatric and adult fixed-dose combinations. This review provides a practical discussion regarding the pharmacokinetics of ARV agents in pediatric HIV-infected patients, as well as the practical challenges of currently available formulations, such as palatability of liquid formulations, challenges of crushing tablets, and using adult and pediatric fixed-dose combinations.
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Affiliation(s)
- B Ryan Phelps
- Division of Infectious Disease, Childrens National Medical Center, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
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Neely MN, Rakhmanina NY. Pharmacokinetic Optimization of Antiretroviral Therapy in Children and Adolescents. Clin Pharmacokinet 2011; 50:143-89. [DOI: 10.2165/11539260-000000000-00000] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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van Kampen JJA, Reedijk ML, Burgers PC, Dekker LJM, Hartwig NG, van der Ende IE, de Groot R, Osterhaus ADME, Burger DM, Luider TM, Gruters RA. Ultra-fast analysis of plasma and intracellular levels of HIV protease inhibitors in children: a clinical application of MALDI mass spectrometry. PLoS One 2010; 5:e11409. [PMID: 20625386 PMCID: PMC2895665 DOI: 10.1371/journal.pone.0011409] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2009] [Accepted: 05/11/2010] [Indexed: 01/03/2023] Open
Abstract
HIV protease inhibitors must penetrate into cells to exert their action. Differences in the intracellular pharmacokinetics of these drugs may explain why some patients fail on therapy or suffer from drug toxicity. Yet, there is no information available on the intracellular levels of HIV protease inhibitors in HIV infected children, which is in part due to the large amount of sample that is normally required to measure the intracellular concentrations of these drugs. Therefore, we developed an ultra-fast and sensitive assay to measure the intracellular concentrations of HIV protease inhibitors in small amounts of peripheral blood mononuclear cells (PBMCs), and determined the intracellular concentrations of lopinavir and ritonavir in HIV infected children. An assay based on matrix-assisted laser desorption/ionization (MALDI) - triple quadrupole mass spectrometry was developed to determine the concentrations of HIV protease inhibitors in 10 µL plasma and 1×106 PBMCs. Precisions and accuracies were within the values set by the FDA for bioanalytical method validation. Lopinavir and ritonavir did not accumulate in PBMCs of HIV infected children. In addition, the intracellular concentrations of lopinavir and ritonavir correlated poorly to the plasma concentrations of these drugs. MALDI-triple quadrupole mass spectrometry is a new tool for ultra-fast and sensitive determination of drug concentrations which can be used, for example, to assess the intracellular pharmacokinetics of HIV protease inhibitors in HIV infected children.
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Affiliation(s)
- Jeroen J. A. van Kampen
- Department of Neurology, Erasmus MC, Rotterdam, The Netherlands
- Department of Paediatrics, Erasmus MC – Sophia, Rotterdam, The Netherlands
- Department of Virology, Erasmus MC, Rotterdam, The Netherlands
| | | | | | | | - Nico G. Hartwig
- Department of Paediatrics, Erasmus MC – Sophia, Rotterdam, The Netherlands
| | | | - Ronald de Groot
- Department of Paediatrics, University Medical Centre Nijmegen, Nijmegen, The Netherlands
| | | | - David M. Burger
- Department of Clinical Pharmacy, University Medical Centre Nijmegen, Nijmegen, The Netherlands
| | - Theo M. Luider
- Department of Neurology, Erasmus MC, Rotterdam, The Netherlands
- * E-mail:
| | - Rob A. Gruters
- Department of Virology, Erasmus MC, Rotterdam, The Netherlands
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Nso-Roca AP, Larru B, Bellón JM, Mellado MJ, Ramos JT, González MI, Navarro ML, Muñoz-Fernández MÁ, de José MI. Niveles plasmáticos de antirretrovirales en niños con infección por el virus de la inmunodeficiencia humana. Influencia del género y de la edad. Enferm Infecc Microbiol Clin 2010; 28:278-83. [DOI: 10.1016/j.eimc.2009.09.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2009] [Revised: 06/28/2009] [Accepted: 09/09/2009] [Indexed: 11/24/2022]
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Fraaij PLA, van Kampen JJA, Burger DM, de Groot R. Pharmacokinetics of antiretroviral therapy in HIV-1-infected children. Clin Pharmacokinet 2005; 44:935-56. [PMID: 16122281 DOI: 10.2165/00003088-200544090-00004] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
The initiation of antiretroviral therapy has resulted in an impressive reduction in the rate of disease progression in AIDS and HIV-1-related deaths in children; however, there are still several major challenges to be faced in order to improve therapy. A major topic that needs to be dealt with is the establishment of the optimal dosage of antiretroviral therapy for children. This review presents the currently available peer-reviewed data on the pharmacokinetics of nucleoside reverse transcriptase inhibitors (NRTIs), non-nucleoside reverse transcriptase inhibitors (NNRTIs), protease inhibitors (PIs) and fusion inhibitors (FIs) in children. In addition, the data are discussed in relation to the currently available European and US guidelines and the US FDA-approved drug labels. High intra- and interpatient variability in pharmacokinetics are often observed for all antiretroviral drugs. The number of children included in the pharmacokinetic studies is often small and children are often divided into divergent groups using different dosage levels and/or drug formulations. For a substantial number of antiretroviral drugs, dosage recommendations, especially for young children, are still absent in the European and US guidelines. The recommended drug dosages in the guidelines are often different from that in the officially approved drug product label. In addition, the recommended drug dosages may deviate between the European and US guidelines. Thus, while practioners aim to meet the recommendations in the official guidelines, patients may receive highly divergent dosages of medication. The high intra- and interpatient variability in pharmacokinetics of antiretroviral drugs in children hampers the application of fixed dosages of antiretroviral drugs. For PIs and NNRTIs, plasma drug levels correlate with viral suppression and drug toxicity. NRTIs are prodrugs that are intracellularly converted to their active triphosphate form and, therefore, plasma NRTI levels correlate poorly with viral suppression. Therapeutic drug monitoring of PIs and NNRTIs should be considered to optimise HIV therapy in children.
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Affiliation(s)
- Pieter L A Fraaij
- Department of Pediatrics, Erasmus MC/Sophia Children's Hospital, Rotterdam, The Netherlands
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Fraaij PLA, Rakhmanina N, Burger DM, de Groot R. Therapeutic drug monitoring in children with HIV/AIDS. Ther Drug Monit 2004; 26:122-6. [PMID: 15228151 DOI: 10.1097/00007691-200404000-00006] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
In this paper we present an overview on the use of TDM in the treatment of HIV-1-infected children. The processes of growth and development have a significant impact on drug metabolism. The use of TDM makes it possible to optimize plasma drug concentrations of antiretroviral drugs. This is important when one considers that the levels of viral suppression and drug toxicity in adults and children are associated with the plasma concentration of PIs and NNRTIs. Indeed, in clinical practice the use of TDM in the treatment of HIV-1-infected children has favorable results. However, there is a serious shortage of population reference values of antiretroviral medication in children. Targeting plasma drug levels in children to adult reference values may be insufficient because of the unique features of HIV infection in children. Apart from its primary function for dose optimization, TDM can also be used as a tool to assess adherence to antiviral medication. One should, however, be cautious to base assumptions on plasma levels alone because aberrant plasma levels may also be the result of other factors such as changes in nutritional habits, drug-drug interactions, or changing gastric motility. We conclude that TDM is a useful tool in the treatment of HIV-1-infected children. Additional data are needed to establish child-specific reference values and to assess the optimal method of TDM.
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Affiliation(s)
- Pieter L A Fraaij
- Department of Pediatrics, Erasmus MC-Sophia, Rotterdam, The Netherlands
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van Kampen JJA, Fraaij PLA, Hira V, van Rossum AMC, Hartwig NG, de Groot R, Luider TM. A new method for analysis of AZT-triphosphate and nucleotide-triphosphates. Biochem Biophys Res Commun 2004; 315:151-9. [PMID: 15013439 DOI: 10.1016/j.bbrc.2004.01.032] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2004] [Indexed: 11/21/2022]
Abstract
We have developed a new method based on matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectrometry (MS) for analysis of zidovudine-triphosphate and (deoxy)nucleotide-triphosphates, which ultimately can be used for nucleoside reverse transcriptase inhibitor (NRTI) treatment monitoring in HIV-1 infected children and adults. Four different matrices were compared for sensitivity and reproducibility of zidovudine-triphosphate detection and anthranilic acid mixed with nicotinic acid (AA/NA) was selected as most suitable matrix. Solutions of zidovudine-triphosphate, ATP, and dGTP were detected up to 0.5fmol per sample. Furthermore, intracellular zidovudine-triphosphate, ATP, and dGTP were detected in peripheral blood mononuclear cells (PBMCs). Zidovudine-triphosphate, ATP, and dGTP yield identical mass spectra, however MALDI-TOF post-source decay analysis can be used for discrimination between these compounds. We conclude that this method based on MALDI-TOF MS can be used for analysis of intracellular zidovudine-triphosphate and (deoxy)nucleotide-triphosphates in PBMCs.
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Affiliation(s)
- Jeroen J A van Kampen
- Department of Paediatrics, Sophia Children's Hospital, Erasmus MC, Rotterdam, The Netherlands
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