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Brainerd C, Singh MA, Tatka J, Craig C, Gilligan-Steinberg S, Panpradist N, Chang MM, Lutz B, Olanrewaju AO. REverse transcriptase ACTivity (REACT) assay for point-of-care measurement of established and emerging antiretrovirals for HIV treatment and prevention. Anal Bioanal Chem 2024; 416:6809-6818. [PMID: 39466376 DOI: 10.1007/s00216-024-05602-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 09/30/2024] [Accepted: 10/07/2024] [Indexed: 10/30/2024]
Abstract
Maintaining adequate levels of antiretroviral (ARV) medications is crucial for the efficacy of HIV treatment and prevention regimens. Monitoring ARV levels can predict or prevent adverse health outcomes like treatment failure or drug resistance. However, conventional ARV measurement using liquid chromatography-tandem mass spectrometry (LC-MS/MS) is slow, expensive, and centralized delaying clinical and behavioral interventions. We previously developed a rapid enzymatic assay for measuring nucleotide reverse transcriptase inhibitors (NRTIs) - the backbone of HIV treatment and prevention regimens - based on the drugs' termination of DNA synthesis by HIV reverse transcriptase (RT) enzyme. Here, we expand our work to include non-nucleoside reverse transcriptase inhibitors (NNRTIs) - an ARV class used in established and emerging HIV treatment and prevention regimens. We demonstrate that the REverse Transcriptase ACTivity (REACT) assay can detect NNRTIs including medications used in oral and long-acting/extended-release HIV treatment and prevention. We demonstrate that REACT can measure NNRTIs spiked in either buffer or diluted plasma and that fluorescence can be measured on both a traditional plate reader and an inexpensive portable reader that can be deployed in point-of-care (POC) settings. REACT measured clinically relevant concentrations of five NNRTIs spiked in aqueous buffer. REACT measurements showed excellent agreement between the plate reader and the portable reader, with a high correlation in both aqueous buffer (Pearson's r = 0.9807, P < 0.0001) and diluted plasma (Pearson's r = 0.9681, P < 0.0001). REACT has the potential to provide rapid measurement of NNRTIs in POC settings and may help to improve HIV treatment and prevention outcomes.
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Affiliation(s)
- Cara Brainerd
- Department of Bioengineering, University of Washington, Seattle, USA
| | - Maya A Singh
- Department of Bioengineering, University of Washington, Seattle, USA
| | - John Tatka
- Department of Mechanical Engineering, University of Washington, Seattle, USA
| | - Cosette Craig
- Department of Mechanical Engineering, University of Washington, Seattle, USA
| | | | | | - Megan M Chang
- Department of Bioengineering, University of Washington, Seattle, USA
| | - Barry Lutz
- Department of Bioengineering, University of Washington, Seattle, USA
| | - Ayokunle O Olanrewaju
- Department of Bioengineering, University of Washington, Seattle, USA.
- Department of Mechanical Engineering, University of Washington, Seattle, USA.
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Kip AE, Blesson S, Alves F, Wasunna M, Kimutai R, Menza P, Mengesha B, Beijnen JH, Hailu A, Diro E, Dorlo TPC. Low antileishmanial drug exposure in HIV-positive visceral leishmaniasis patients on antiretrovirals: an Ethiopian cohort study. J Antimicrob Chemother 2021; 76:1258-1268. [PMID: 33677546 PMCID: PMC8050768 DOI: 10.1093/jac/dkab013] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 01/05/2021] [Indexed: 01/02/2023] Open
Abstract
Background Despite high HIV co-infection prevalence in Ethiopian visceral leishmaniasis (VL) patients, the adequacy of antileishmanial drug exposure in this population and effect of HIV-VL co-morbidity on pharmacokinetics of antileishmanial and antiretroviral (ARV) drugs is still unknown. Methods HIV-VL co-infected patients received the recommended liposomal amphotericin B (LAmB) monotherapy (total dose 40 mg/kg over 24 days) or combination therapy of LAmB (total dose 30 mg/kg over 11 days) plus 28 days 100 mg/day miltefosine, with possibility to extend treatment for another cycle. Miltefosine, total amphotericin B and ARV concentrations were determined in dried blood spots or plasma using LC–MS/MS. Results Median (IQR) amphotericin B Cmax on Day 1 was 24.6 μg/mL (17.0–34.9 μg/mL), which increased to 40.9 (25.4–53.1) and 33.2 (29.0–46.6) μg/mL on the last day of combination and monotherapy, respectively. Day 28 miltefosine concentration was 18.7 (15.4–22.5) μg/mL. Miltefosine exposure correlated with amphotericin B accumulation. ARV concentrations were generally stable during antileishmanial treatment, although efavirenz Cmin was below the 1 μg/mL therapeutic target for many patients. Conclusions This study demonstrates that antileishmanial drug exposure was low in this cohort of HIV co-infected VL patients. Amphotericin B Cmax was 2-fold lower than previously observed in non-VL patients. Miltefosine exposure in HIV-VL co-infected patients was 35% lower compared with adult VL patients in Eastern Africa, only partially explained by a 19% lower dose, possibly warranting a dose adjustment. Adequate drug exposure in these HIV-VL co-infected patients is especially important given the high proportion of relapses.
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Affiliation(s)
- Anke E Kip
- Department of Pharmacy & Pharmacology, Antoni van Leeuwenhoek Hospital/Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Fabiana Alves
- Drugs for Neglected Diseases Initiative, Geneva, Switzerland
| | | | | | - Peninah Menza
- Drugs for Neglected Diseases initiative, Nairobi, Kenya
| | - Bewketu Mengesha
- Leishmaniasis Research and Treatment Center, University of Gondar, Gondar, Ethiopia
| | - Jos H Beijnen
- Department of Pharmacy & Pharmacology, Antoni van Leeuwenhoek Hospital/Netherlands Cancer Institute, Amsterdam, The Netherlands.,Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Asrat Hailu
- Department of Microbiology, Immunology, and Parasitology, School of Medicine, Addis Ababa University, Addis Ababa, Ethiopia
| | - Ermias Diro
- Department of Internal Medicine, University of Gondar, Gondar, Ethiopia
| | - Thomas P C Dorlo
- Department of Pharmacy & Pharmacology, Antoni van Leeuwenhoek Hospital/Netherlands Cancer Institute, Amsterdam, The Netherlands
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Mugusi S, Ngaimisi E, Janabi M, Mugusi F, Minzi O, Aris E, Bakari M, Bertilsson L, Burhenne J, Sandstrom E, Aklillu E. Neuropsychiatric manifestations among HIV-1 infected African patients receiving efavirenz-based cART with or without tuberculosis treatment containing rifampicin. Eur J Clin Pharmacol 2018; 74:1405-1415. [PMID: 30003275 PMCID: PMC6182598 DOI: 10.1007/s00228-018-2499-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Accepted: 05/31/2018] [Indexed: 01/11/2023]
Abstract
Purpose Efavirenz-based combination antiretroviral therapy (cART) is associated with neuropsychiatric adverse events. We investigated the time to onset, duration, clinical implications, impact of pharmacogenetic variations, and anti-tuberculosis co-treatment on efavirenz-associated neuropsychiatric manifestations. Methods Prospective cohort study of cART naïve HIV patients with or without tuberculosis (HIV-TB) co-infection treated with efavirenz-based cART. Rifampicin-based anti-tuberculosis therapy was initiated 4 weeks prior to efavirenz-based cART in HIV-TB patients. Data on demographic, clinical, laboratory, and a 29-item questionnaire on neuropsychiatric manifestations were collected for 16 weeks after cART initiation. Genotyping for CYP2B6, CYP3A5, SLCO1B1, and ABCB1 and quantification of efavirenz plasma concentration were done on the 4th and 16th week. Results Data from 458 patients (243 HIV-only and 215 HIV-TB) were analyzed. Overall incidence of neuropsychiatric manifestations was 57.6% being higher in HIV-only (66.7%) compared to HIV-TB patients (47.4%) (p < 0.01). HIV-only patients were more symptomatic, with proportionately higher grades of manifestations compared to HIV-TB patients. Median time to manifestations was 1 week after cART initiation in HIV-only and 6 weeks after anti-TB (i.e., 2 weeks after cART initiation) in HIV-TB patients. HIV-only patients had significantly higher efavirenz plasma concentrations at 4 weeks after cART compared to HIV-TB patients. No association of sex or genotype was seen in relation to neuropsychiatric manifestations. Risk for neuropsychiatric manifestations was three times more in HIV-only patients compared to HIV-TB (p < 0.01). Conclusions Incidence of neuropsychiatric manifestations during early initiation of efavirenz-based cART is high in Tanzanian HIV patients. Risk of neuropsychiatric manifestations is lower in HIV patients co-treated with rifampicin containing anti-TB compared to those treated with efavirenz-based cART only. Electronic supplementary material The online version of this article (10.1007/s00228-018-2499-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Sabina Mugusi
- Department of Clinical Pharmacology, School of Medicine, Muhimbili University of Health and Allied Sciences (MUHAS), Dar es Salaam, Tanzania.
| | - Eliford Ngaimisi
- Department of Clinical Pharmacy and Pharmacology, School of Pharmacy, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Mohammed Janabi
- Department of Internal Medicine, Muhimbili National Hospital, Dar es Salaam, Tanzania
| | - Ferdinand Mugusi
- Department of Internal Medicine, School of Medicine, Muhimbili University of Health and Allied Sciences (MUHAS), Dar es Salaam, Tanzania
| | - Omary Minzi
- Department of Clinical Pharmacy and Pharmacology, School of Pharmacy, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Eric Aris
- Department of Internal Medicine, Muhimbili National Hospital, Dar es Salaam, Tanzania
| | - Muhammad Bakari
- Department of Internal Medicine, School of Medicine, Muhimbili University of Health and Allied Sciences (MUHAS), Dar es Salaam, Tanzania
| | - Leif Bertilsson
- Division of Clinical Pharmacology, Department of Laboratory Medicine, Karolinska University Hospital-Huddinge, Karolinska Institute, Stockholm, Sweden
| | - Juergen Burhenne
- Department of Clinical Pharmacology and Pharmaco-epidemiology, University of Heidelberg, Heidelberg, Germany
| | - Eric Sandstrom
- Department of Clinical Science and Education, Infectious Disease Unit, Karolinska Institutet, Södersjukhuset, Stockholm, Sweden
| | - Eleni Aklillu
- Division of Clinical Pharmacology, Department of Laboratory Medicine, Karolinska University Hospital-Huddinge, Karolinska Institute, Stockholm, Sweden
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Duthaler U, Berger B, Erb S, Battegay M, Letang E, Gaugler S, Krähenbühl S, Haschke M. Automated high throughput analysis of antiretroviral drugs in dried blood spots. JOURNAL OF MASS SPECTROMETRY : JMS 2017; 52:534-542. [PMID: 28557187 DOI: 10.1002/jms.3952] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Revised: 05/22/2017] [Accepted: 05/24/2017] [Indexed: 06/07/2023]
Abstract
For therapeutic drug monitoring in remote settings, dried blood spots (DBS) are particularly advantageous, as blood sample collection and handling is uncomplicated. The aim of this study was to develop and validate an automated extraction method for the analysis of nevirapine, efavirenz and lopinavir in DBS samples. Automated extraction was performed with methanol : water (70 : 30 v/v), using a DBS-MS 500 autosampler coupled to a liquid chromatography tandem mass spectrometry system. The autosampler used digital images of each DBS to position the extraction head, sprayed 10 μl of internal standard onto each DBS and extracted a 4-mm disc (Ø) from the centre of each spot by unilateral flow using 25-μl extraction solvent. The analytes were baseline separated on a pentafluorophenyl column and analysed by using electrospray ionization with multiple reaction monitoring in positive polarity mode for nevirapine and lopinavir and in negative mode for efavirenz. The method was linear between 10 and 10 000 ng/ml for all analytes. Automated sample extraction resulted in consistent recoveries (nevirapine: 70 ± 6%, efavirenz: 63 ± 11% and lopinavir: 60 ± 10%) and matrix effects between different donors and concentration levels. Intra-day and inter-day accuracy and precision deviations were ≤15%. Manual and automated extractions of DBS samples collected within the framework of an adherence assessment study in rural Tanzania showed good agreements with deviations of less than 10%. Our study highlights that therapeutic drug monitoring samples obtained in the resource-constrained setting of rural Africa can be reliably determined by automated extraction of DBS. Overall, automatization improved method sensitivity and facilitates analysis of large sample numbers. Copyright © 2017 John Wiley & Sons, Ltd.
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Affiliation(s)
- U Duthaler
- Division of Clinical Pharmacology and Toxicology, Department of Biomedicine and Clinical Research, University Hospital of Basel, University of Basel, Hebelstrasse 20, 4031 Basel, Switzerland
| | - B Berger
- Division of Clinical Pharmacology and Toxicology, Department of Biomedicine and Clinical Research, University Hospital of Basel, University of Basel, Hebelstrasse 20, 4031 Basel, Switzerland
| | - S Erb
- Division of Infectious Diseases and Hospital Epidemiology, Department of Medicine and Clinical Research, University Hospital of Basel, University of Basel, Petersgraben 4, 4031 Basel, Switzerland
| | - M Battegay
- Division of Infectious Diseases and Hospital Epidemiology, Department of Medicine and Clinical Research, University Hospital of Basel, University of Basel, Petersgraben 4, 4031 Basel, Switzerland
| | - E Letang
- Medicine Department, Clinical Research Unit, Swiss Tropical and Public Health Institute, University of Basel, Socinstrasse 57, 4051 Basel, Switzerland
- ISGlobal, Barcelona Ctr. Int. Health Res., Hospital Clinic, Universitat de Barcelona, Rossellό 132, E-08036 Barcelona, Spain
- Ifakara Health Institute, Chronic Diseases Clinic Ifakara, Ifakara Branch, P.O. Box 53, Ifakara, Tanzania
| | - S Gaugler
- CAMAG, Sonnenmattstrasse 11, 4132 Muttenz, Switzerland
| | - S Krähenbühl
- Division of Clinical Pharmacology and Toxicology, Department of Biomedicine and Clinical Research, University Hospital of Basel, University of Basel, Hebelstrasse 20, 4031 Basel, Switzerland
| | - M Haschke
- Division of Clinical Pharmacology and Toxicology, Department of Biomedicine and Clinical Research, University Hospital of Basel, University of Basel, Hebelstrasse 20, 4031 Basel, Switzerland
- Clinical Pharmacology and Toxicology, Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Hebelstrasse 20, Freiburgstrasse 8, 3010 Bern
- Institute of Pharmacology, University of Bern, Freiburgstrasse 8, 3010 Bern, Switzerland
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Duarte H, Cruz JP, Aniceto N, Ribeiro AC, Fernandes A, Paixão P, Antunes F, Morais J. Population Approach to Efavirenz Therapy. J Pharm Sci 2017. [PMID: 28622951 DOI: 10.1016/j.xphs.2017.06.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Efavirenz (EFV) is a nonnucleoside reverse transcriptase inhibitor commonly used as first-line therapy in the treatment of human immunodeficiency virus (HIV), with a narrow therapeutic range and a high between-subject variability which can lead to central nervous system toxicity or therapeutic failure. To characterize the sources of variability and better predict EFV steady-state plasma concentrations, a population pharmacokinetic model was developed from 96 HIV-positive individuals, using a nonlinear mixed-effect method with Monolix® software. A one-compartment with first-order absorption and elimination model adequately described the data. To explain between-subject variability, demographic characteristics, biochemical parameters, hepatitis C virus-HIV coinfection, and genetic polymorphisms were tested. A combination of the single-nucleotide polymorphisms rs2279343 and rs3745274, both in the CYP2B6 gene, were the only covariates influencing clearance, included in the final model. Oral clearance was estimated to be 19.6 L/h, 14.15 L/h, and 6.08 L/h for wild-type, heterozygous mutated and homozygous mutated individuals, respectively. These results are in accordance with the current knowledge of EFV metabolism and also suggest that in homozygous mutated individuals, a dose adjustment is necessary. Hepatitis C virus-HIV coinfection does not seem to be a predictive indicator of EFV pharmacokinetic disposition.
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Affiliation(s)
- Hélder Duarte
- Departamento de Ciências Farmacológicas, Faculdade de Farmácia da Universidade de Lisboa, Lisboa, Portugal.
| | - João Paulo Cruz
- Departamento de Ciências Farmacológicas, Faculdade de Farmácia da Universidade de Lisboa, Lisboa, Portugal; Laboratório de Diagnóstico de Doenças Infecciosas, Faculdade de Medicina da Universidade de Lisboa, Lisboa, Portugal
| | - Natália Aniceto
- Departamento de Ciências Farmacológicas, Faculdade de Farmácia da Universidade de Lisboa, Lisboa, Portugal; Laboratório de Diagnóstico de Doenças Infecciosas, Faculdade de Medicina da Universidade de Lisboa, Lisboa, Portugal
| | - Ana Clara Ribeiro
- Centro de investigação interdisciplinar Egas Moniz, Instituto Superior de Ciências da Saúde Egas Moniz, Caparica, Portugal
| | - Ana Fernandes
- Laboratório de Diagnóstico de Doenças Infecciosas, Faculdade de Medicina da Universidade de Lisboa, Lisboa, Portugal; Centro de investigação interdisciplinar Egas Moniz, Instituto Superior de Ciências da Saúde Egas Moniz, Caparica, Portugal
| | - Paulo Paixão
- Departamento de Ciências Farmacológicas, Faculdade de Farmácia da Universidade de Lisboa, Lisboa, Portugal
| | - Francisco Antunes
- Instituto de Saúde Ambiental, Faculdade de Medicina da Universidade de Lisboa, Lisboa, Portugal
| | - José Morais
- Departamento de Ciências Farmacológicas, Faculdade de Farmácia da Universidade de Lisboa, Lisboa, Portugal
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Kimulwo MJ, Okendo J, Aman RA, Ogutu BR, Kokwaro GO, Ochieng DJ, Muigai AWT, Oloo FA, Ochieng W. Plasma nevirapine concentrations predict virological and adherence failure in Kenyan HIV-1 infected patients with extensive antiretroviral treatment exposure. PLoS One 2017; 12:e0172960. [PMID: 28235021 PMCID: PMC5325546 DOI: 10.1371/journal.pone.0172960] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Accepted: 02/13/2017] [Indexed: 11/19/2022] Open
Abstract
Treatment failure is a key challenge in the management of HIV-1 infection. We conducted a mixed-model survey of plasma nevirapine (NVP) concentrations (cNVP) and viral load in order to examine associations with treatment and adherence outcomes among Kenyan patients on prolonged antiretroviral therapy (ART). Blood plasma was collected at 1, 4 and 24 hours post-ART dosing from 58 subjects receiving NVP-containing ART and used to determine cNVP and viral load (VL). Median duration of treatment was 42 (range, 12–156) months, and 25 (43.1%) of the patients had virologic failure (VF). cNVP was significantly lower for VF than non- VF at 1hr (mean, 2,111ng/ml vs. 3,432ng/ml, p = 0.003) and at 4hr (mean 1,625ng/ml vs. 3,999ng/ml, p = 0.001) but not at 24hr post-ART dosing. Up to 53.4%, 24.1% and 22.4% of the subjects had good, fair and poor adherence respectively. cNVP levels peaked and were > = 3μg.ml at 4 hours in a majority of patients with good adherence and those without VF. Using a threshold of 3μg/ml for optimal therapeutic nevirapine level, 74% (43/58), 65.5% (38/58) and 86% (50/58) of all patients had sub-therapeutic cNVP at 1, 4 and 24 hours respectively. cNVP at 4 hours was associated with adherence (p = 0.05) and virologic VF (p = 0.002) in a chi-square test. These mean cNVP levels differed significantly in non-parametric tests between adherence categories at 1hr (p = 0.005) and 4hrs (p = 0.01) and between ART regimen categories at 1hr (p = 0.004) and 4hrs (p<0.0001). Moreover, cNVP levels correlated inversely with VL (p< = 0.006) and positively with adherence behavior. In multivariate tests, increased early peak NVP (cNVP4) was independently predictive of lower VL (p = 0.002), while delayed high NVP peak (cNVP24) was consistent with increased VL (p = 0.033). These data strongly assert the need to integrate plasma concentrations of NVP and that of other ART drugs into routine ART management of HIV-1 patients.
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Affiliation(s)
- Maureen J. Kimulwo
- Center for Research in Therapeutic Sciences, Strathmore University, Nairobi, Kenya
- ITROMID, Jomo Kenyatta University of Science and Technology, Nairobi, Kenya
| | - Javan Okendo
- Center for Research in Therapeutic Sciences, Strathmore University, Nairobi, Kenya
| | - Rashid A. Aman
- Center for Research in Therapeutic Sciences, Strathmore University, Nairobi, Kenya
- Institute of Healthcare Management, Strathmore University, Nairobi, Kenya
- African Centre for Clinical Trials, Nairobi, Kenya
| | - Bernhards R. Ogutu
- Center for Research in Therapeutic Sciences, Strathmore University, Nairobi, Kenya
- Institute of Healthcare Management, Strathmore University, Nairobi, Kenya
- Kenya Medical Research Institute, Nairobi, Kenya
| | - Gilbert O. Kokwaro
- Institute of Healthcare Management, Strathmore University, Nairobi, Kenya
| | - Dorothy J. Ochieng
- School of Pharmacy, MCPHS University, Worcester, Massachusetts, United States of America
| | - Anne W. T. Muigai
- ITROMID, Jomo Kenyatta University of Science and Technology, Nairobi, Kenya
| | - Florence A. Oloo
- Center for Research in Therapeutic Sciences, Strathmore University, Nairobi, Kenya
- Department of Chemical Science and Technology, Technical University of Kenya, Nairobi, Kenya
| | - Washingtone Ochieng
- Center for Research in Therapeutic Sciences, Strathmore University, Nairobi, Kenya
- Institute of Healthcare Management, Strathmore University, Nairobi, Kenya
- Kenya Medical Research Institute, Nairobi, Kenya
- Immunology and Infectious Diseases Department, Harvard School of Public Health, Boston, Massachusetts, United States of America
- * E-mail:
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Punyawudho B, Singkham N, Thammajaruk N, Dalodom T, Kerr SJ, Burger DM, Ruxrungtham K. Therapeutic drug monitoring of antiretroviral drugs in HIV-infected patients. Expert Rev Clin Pharmacol 2016; 9:1583-1595. [PMID: 27626677 DOI: 10.1080/17512433.2016.1235972] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
INTRODUCTION Therapeutic drug monitoring (TDM) may be beneficial when applied to antiretroviral (ARV). Even though TDM can be a valuable strategy in HIV management, its role remains controversial. Areas covered: This review provides a comprehensive update on important issues relating to TDM of ARV drugs in HIV-infected patients. Articles from PubMed with keywords relevant to each topic section were reviewed. Search strategies limited to articles published in English. Expert commentary: There is evidence supporting the use of TDM in HIV treatment. However, some limitations need to be considered. The evidence supporting the use of routine TDM for all patients is limited, as it is not clear that this strategy offers any advantages over TDM for selected indications. Selected groups of patients including patients with physiological changes, patients with drug-drug interactions or toxicity, and the elderly could potentially benefit from TDM, as optimized dosing is challenging in these populations.
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Affiliation(s)
- Baralee Punyawudho
- a Department of Pharmaceutical Care, Faculty of Pharmacy , Chiang Mai University , Chiang Mai , Thailand
| | - Noppaket Singkham
- a Department of Pharmaceutical Care, Faculty of Pharmacy , Chiang Mai University , Chiang Mai , Thailand
| | | | - Theera Dalodom
- b HIV-NAT , Thai Red Cross AIDS Research Centre , Bangkok , Thailand
| | - Stephen J Kerr
- b HIV-NAT , Thai Red Cross AIDS Research Centre , Bangkok , Thailand.,c The Kirby Institute, University of New South Wales , Sydney , Australia.,d Department of Global Health, Academic Medical Center , University of Amsterdam, Amsterdam Institute for Global Health and Development , Amsterdam , The Netherlands
| | - David M Burger
- e Radbound University Medical Center , Nijmegen , The Netherlands
| | - Kiat Ruxrungtham
- b HIV-NAT , Thai Red Cross AIDS Research Centre , Bangkok , Thailand.,f Faculty of Medicine , Chulalongkorn University , Bangkok , Thailand
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Arab-Alameddine M, Décosterd LA, Buclin T, Telenti A, Csajka C. Antiretroviral drug toxicity in relation to pharmacokinetics, metabolic profile and pharmacogenetics. Expert Opin Drug Metab Toxicol 2016; 7:609-22. [PMID: 21500966 DOI: 10.1517/17425255.2011.562891] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
INTRODUCTION Besides therapeutic effectiveness, drug tolerability is a key issue for treatments that must be taken indefinitely. Given the high prevalence of toxicity in HIV therapy, the factors implicated in drug-induced morbidities should be identified in order to improve the safety, tolerability and adherence to the treatments. Current approaches have focused almost exclusively on parent drug concentrations; whereas recent evidence suggests that drug metabolites resulting from complex genetic and environmental influences can also contribute to treatment outcome. Pharmacogenetic variations have shown to play a relevant role in the variability observed in antiretroviral drug exposure, clinical response and sometimes toxicity. The integration of pharmacokinetic, pharmacogenetic and metabolic determinants will more probably address current therapeutic needs in patients. AREAS COVERED This review offers a concise description of three classes of antiretroviral drugs. The review looks at the metabolic profile of these drugs and gives a comprehensive summary of the existing literature on the influence of pharmacogenetics on their pharmacokinetics and metabolic pathways, and the associated drug or metabolite toxicity. EXPERT OPINION Due to the high prevalence of toxicity and the related risk of low adherence to the treatments, association of kinetic, genetic and metabolic markers predictive of therapeutic or toxicity outcomes could represent a more complete approach for optimizing antiretroviral therapy.
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Affiliation(s)
- Mona Arab-Alameddine
- Department of Clinical Pharmacology and Toxicology, University Hospital and University of Lausanne, Beaumont, Lausanne, Switzerland
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Coovadia A, Abrams EJ, Strehlau R, Shiau S, Pinillos F, Martens L, Patel F, Hunt G, Tsai WY, Kuhn L. Efavirenz-Based Antiretroviral Therapy Among Nevirapine-Exposed HIV-Infected Children in South Africa: A Randomized Clinical Trial. JAMA 2015; 314:1808-17. [PMID: 26529159 PMCID: PMC4655876 DOI: 10.1001/jama.2015.13631] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
IMPORTANCE Advantages of using efavirenz as part of treatment for children infected with human immunodeficiency virus (HIV) include once-daily dosing, simplification of co-treatment for tuberculosis, preservation of ritonavir-boosted lopinavir for second-line treatment, and harmonization of adult and pediatric treatment regimens. However, there have been concerns about possible reduced viral efficacy of efavirenz in children exposed to nevirapine for prevention of mother-to-child transmission. OBJECTIVE To evaluate whether nevirapine-exposed children achieving initial viral suppression with ritonavir-boosted lopinavir-based therapy can transition to efavirenz-based therapy without risk of viral failure. DESIGN, SETTING, AND PARTICIPANTS Randomized, open-label noninferiority trial conducted at Rahima Moosa Mother and Child Hospital, Johannesburg, South Africa, from June 2010 to December 2013, enrolling 300 HIV-infected children exposed to nevirapine for prevention of mother-to-child transmission who were aged 3 years or older and had plasma HIV RNA of less than 50 copies/mL during ritonavir-boosted lopinavir-based therapy; 298 were randomized and 292 (98%) were followed up to 48 weeks after randomization. INTERVENTIONS Participants were randomly assigned to switch to efavirenz-based therapy (n = 150) or continue ritonavir-boosted lopinavir-based therapy (n = 148). MAIN OUTCOMES AND MEASURES Risk difference between groups in (1) viral rebound (ie, ≥1 HIV RNA measurement of >50 copies/mL) and (2) viral failure (ie, confirmed HIV RNA >1000 copies/mL) with a noninferiority bound of -0.10. Immunologic and clinical responses were secondary end points. RESULTS The Kaplan-Meier probability of viral rebound by 48 weeks was 0.176 (n = 26) in the efavirenz group and 0.284 (n = 42) in the ritonavir-boosted lopinavir group. Probabilities of viral failure were 0.027 (n = 4) in the efavirenz group and 0.020 (n = 3) in the ritonavir-boosted lopinavir group. The risk difference for viral rebound was 0.107 (1-sided 95% CI, 0.028 to ∞) and for viral failure was -0.007 (1-sided 95% CI, -0.036 to ∞). We rejected the null hypothesis that efavirenz is inferior to ritonavir-boosted lopinavir (P < .001) for both end points. By 48 weeks, CD4 cell percentage was 2.88% (95% CI, 1.26%-4.49%) higher in the efavirenz group than in the ritonavir-boosted lopinavir group. CONCLUSIONS AND RELEVANCE Among HIV-infected children exposed to nevirapine for prevention of mother-to-child transmission and with initial viral suppression with ritonavir-boosted lopinavir-based therapy, switching to efavirenz-based therapy compared with continuing ritonavir-boosted lopinavir-based therapy did not result in significantly higher rates of viral rebound or viral failure. This therapeutic approach may offer advantages in children such as these. TRIAL REGISTRATION clinicaltrials.gov Identifier: NCT01146873.
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Affiliation(s)
- Ashraf Coovadia
- Empilweni Services and Research Unit, Rahima Moosa Mother and Child Hospital, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Elaine J. Abrams
- ICAP, Mailman School of Public Health, Columbia University, New York, NY
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY
| | - Renate Strehlau
- Empilweni Services and Research Unit, Rahima Moosa Mother and Child Hospital, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Stephanie Shiau
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY
- Gertrude H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY
| | - Francoise Pinillos
- Empilweni Services and Research Unit, Rahima Moosa Mother and Child Hospital, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Leigh Martens
- Empilweni Services and Research Unit, Rahima Moosa Mother and Child Hospital, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Faeezah Patel
- Empilweni Services and Research Unit, Rahima Moosa Mother and Child Hospital, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Gillian Hunt
- Center for HIV and STIs, National Institute for Communicable Diseases, Johannesburg, South Africa
| | - Wei-Yann Tsai
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY
| | - Louise Kuhn
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY
- Gertrude H. Sergievsky Center, College of Physicians and Surgeons, Columbia University, New York, NY
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Lee YC, Lin SW, Chen MY, Chang SY, Kuo CH, Sheng WH, Hsieh SM, Sun HY, Chang HY, Wu MR, Liu WC, Wu PY, Yang SP, Zhang JY, Su YC, Luo YZ, Hung CC, Chang SC. Presence of Tablet Remnants of Nevirapine Extended-Release in Stools and Its Impact on Virological Outcome in HIV-1-Infected Patients: A Prospective Cohort Study. PLoS One 2015; 10:e0140574. [PMID: 26465325 PMCID: PMC4605833 DOI: 10.1371/journal.pone.0140574] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2015] [Accepted: 09/26/2015] [Indexed: 01/24/2023] Open
Abstract
Background Nevirapine extended-release (NVP-XR) taken once daily remains an effective antiretroviral agent for patients infected with HIV-1 strains that do not harbor resistance mutations. Presence of tablet remnants of NVP XR in stools was reported in 1.19% and 3.05% of subjects in two clinical trials. However, the prevalence may have been underestimated because the information was retrospectively collected in the studies. Methods Between April and December 2014, we prospectively inquired about the frequency of noticing tablet remnants of NVP XR in stools in HIV-1-infected patients who switched to antiretroviral regimens containing NVP XR plus 2 nucleos(t)ide reverse-transcriptase inhibitors. Patients were invited to participate in therapeutic drug monitoring of plasma concentrations of NVP 12 or 24 hours after taking the previous dose (C12 and C24, respectively) of NVP XR using high-performance liquid chromatography. The information on clinical characteristics, including plasma HIV RNA load and CD4 lymphocyte count, at baseline and during follow-up was recorded. Results During the 9-month study period, 272 patients switched to NVP XR-based regimens and 60 (22.1%) noticed tablet remnants of NVP XR in stools, in whom 54.2% reported noticing the tablet remnants at least once weekly. Compared with patients who did not notice tablet remnants, those who noticed tablet remnants had a higher mean CD4 lymphocyte count (629 vs 495 cells/mm3, P = 0.0002) and a similar mean plasma HIV RNA load (1.57 vs 1.61 log10 copies/mL, P = 0.76) on switch. At about 12 and 24 weeks after switch, patients who noticed tablet remnants continued to have a similar mean plasma HIV RNA load (1.39 vs 1.43 log10 copies/mL, P = 0.43; and 1.30 vs 1.37 log10 copies/mL, P = 0.26, respectively), but had a lower median NVP C12 (3640 vs 4730 ng/mL, P = 0.06), and a similar median NVP C24 (3220 vs 3330 ng/ml, P = 0.95) when compared with those who did not notice tablet remnants. Conclusions The presence of tablet remnants of NVP XR in stools is not uncommon in HIV-1-infected Taiwanese patients receiving NVP XR-based antiretroviral regimens, which does not have an adverse impact on the virological and immunological outcomes.
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Affiliation(s)
- Yi-Chieh Lee
- Department of Internal Medicine, Lotung Poh-Ai Hospital, Lo-Hsu Foundation, Inc., I-Lan, Taiwan
| | - Shu-Wen Lin
- Department of Pharmacy, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Graduate Institute of Clinical Pharmacy, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Mao-Yuan Chen
- Department of internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Sui-Yuan Chang
- Department of Laboratory Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Clinical Laboratory Sciences and Medical Biotechnology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Ching-Hua Kuo
- Department of Pharmacy, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- School of Pharmacy, National Taiwan University, Taipei, Taiwan
| | - Wang-Huei Sheng
- Department of internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Center of Infection Control, National Taiwan University Hospital, Taipei, Taiwan
| | - Szu-Min Hsieh
- Department of internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Hsin-Yun Sun
- Department of internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Hsi-Yen Chang
- Center of Infection Control, National Taiwan University Hospital, Taipei, Taiwan
| | - Mon-Ro Wu
- Department of internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Wen-Chun Liu
- Department of internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Pei-Ying Wu
- Center of Infection Control, National Taiwan University Hospital, Taipei, Taiwan
| | - Shang-Ping Yang
- Center of Infection Control, National Taiwan University Hospital, Taipei, Taiwan
| | - Jun-Yu Zhang
- Center of Infection Control, National Taiwan University Hospital, Taipei, Taiwan
| | - Yi-Ching Su
- Center of Infection Control, National Taiwan University Hospital, Taipei, Taiwan
| | - Yi-Zhen Luo
- Center of Infection Control, National Taiwan University Hospital, Taipei, Taiwan
| | - Chien-Ching Hung
- Department of internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Medical Research, China Medical University Hospital, Taichung, Taiwan
- China Medical University, Taichung, Taiwan
- * E-mail:
| | - Shan-Chwen Chang
- Department of internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
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Oluka MN, Okalebo FA, Guantai AN, McClelland RS, Graham SM. Cytochrome P450 2B6 genetic variants are associated with plasma nevirapine levels and clinical response in HIV-1 infected Kenyan women: a prospective cohort study. AIDS Res Ther 2015; 12:10. [PMID: 25878720 PMCID: PMC4397818 DOI: 10.1186/s12981-015-0052-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2015] [Accepted: 03/25/2015] [Indexed: 01/11/2023] Open
Abstract
Background Polymorphisms in cytochrome P450 2B6 (CYP2B6) affect the steady state plasma concentration of nevirapine. CYP2B6 516G>T and 983T>C are common in African populations, but data on their influence on plasma nevirapine concentration and clinical response in African women are limited. We investigated the impact of CYP 516G>T and 983T>C on plasma nevirapine concentration and clinical outcomes in a prospective cohort study of HIV-infected Kenyan women. Methods Study subjects were 66 HIV-1-seropositive women taking nevirapine-based antiretroviral therapy. Plasma collected at week 12 was analyzed for nevirapine concentration by high performance liquid chromatography. Baseline samples were genotyped for CYP2B6 516G>T and 983T>C single nucleotide polymorphisms by real-time polymerase chain reaction. CD4 cell count, plasma viral load, and genotypic drug resistance in plasma and genital secretions were assessed at baseline and during follow up. We evaluated the effect of each genotype on plasma nevirapine concentration at week 12 and on change in CD4 cell count at months 3, 6 and 12. Associations between plasma nevirapine concentration and clinical outcomes were analyzed by logistic or linear regression. Results Women with CYP2B6 516TT genotype (n=9) had higher mean nevirapine plasma levels (14.33 μg/mL) compared to those with heterozygous 516GT (9.18 μg/mL; n=25) and wild- type 516GG (7.95 μg/mL; n=32) genotypes (P=0.01). Women heterozygous for the CYP2B6 983TC genotype (n=13) had higher mean nevirapine plasma levels (12.94 μg/mL), compared to women with the homozygous 983TT (8.35 μg/mL; n=53) genotype (P=0.007). In Generalized Estimating Equation analysis, plasma nevirapine levels predicted greater change in CD4 cell count after ART initiation (adjusted beta 119.4 cells/μL, 95% CI, 27.3–211.5 cells/μL, P=0.01). The CYP2B6 983TT genotype also predicted greater change in CD4 cell count (adjusted beta 68.6 cells/μL, 95% CI, 3.9–133.4 cells/μL, P=0.04). We found no associations between CYP2B6 genotypes and virologic response or toxicity. Conclusions CYP2B6 516G>T and CYP2B6 983T>C genotypes were strongly associated with plasma nevirapine concentration, which predicted immunologic response in women on nevirapine-based antiretroviral therapy. These data support continued work on the potential utility of human genetic testing to inform nevirapine dosage optimization for individual patients.
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12
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Low level of efavirenz in HIV-1-infected Thai adults is associated with the CYP2B6 polymorphism. Infection 2013; 42:469-74. [PMID: 24293076 DOI: 10.1007/s15010-013-0560-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2013] [Accepted: 11/07/2013] [Indexed: 01/11/2023]
Abstract
BACKGROUND Human immunodeficiency virus type 1 (HIV-1) infections with a plasma efavirenz concentration of <1,000 ng/mL appear to have a high risk for the emergence of drug resistance. In the present study, we assessed the influence of the CYP2B6 polymorphism on the plasma efavirenz level. METHODS CYP2B6 T18492C (rs2279345) in 149 HIV-infected Thai adults were genotyped. Plasma efavirenz concentrations 12 h after dosing were measured using a validated high-performance liquid chromatography. The relationship between the plasma efavirenz level and the CYP2B6 T18492C polymorphism were analysed. RESULTS Among the 149 patients, the frequency of T18492C heterozygous (T/C) and homozygous mutant (C/C) was 38.26 % (n = 57) and 6.04 % (n = 9), respectively. In the entire cohort, the median efavirenz plasma concentration was 2,410 ng/mL [interquartile range (IQR) 1,460-4,120 ng/mL]. The plasma efavirenz concentration for patients with 18492CC (1,200 ng/mL, IQR 1,050-1,990 ng/mL) or 18492TC (1,900 ng/mL, IQR 1,320-2,510 ng/mL) genotypes were significantly lower than those with homozygous wild type (3,380 ng/mL, IQR 2,040-5,660 ng/mL), P-value < 0.001. CONCLUSIONS The CYP2B6 T18492C polymorphism was significantly associated with lower efavirenz concentrations compared to those with homozygous wild type in HIV-1 infections. The genetic polymorphism CYP2B6 T18492C may be useful for the optimised efavirenz dose. Further studies in the clinical setting will need to be conducted before such an approach can be recommended for widespread use.
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13
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Gunda DW, Kasang C, Kidenya BR, Kabangila R, Mshana SE, Kidola J, Kalluvya SE, Kongola GW, Klinker H. Plasma concentrations of efavirenz and nevirapine among HIV-infected patients with immunological failure attending a tertiary hospital in North-western Tanzania. PLoS One 2013; 8:e75118. [PMID: 24058655 PMCID: PMC3769243 DOI: 10.1371/journal.pone.0075118] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2013] [Accepted: 08/08/2013] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Sub-therapeutic and supra-therapeutic plasma concentrations of antriretrovirals are the significant causes of treatment failure and toxicity respectively among HIV-infected patients. We conducted this study to determine the pattern of efavirenz and nevirapine plasma drug concentrations among adult HIV-infected patients with immunological failure attending at a tertiary hospital in North-western Tanzania. MATERIALS AND METHODS A cross-sectional study was conducted among adult HIV-infected patients with immunological failure who have been on either efavirenz or nevirapine based antiretroviral regimen for more than 6 months. Patients were serially enrolled through routine Care and Treatment Clinic (CTC) activities. Plasma drug concentrations for efavirenz and nevirapine were determined by high performance liquid chromatography (HPLC) and Gas Chromatography (GC) respectively. Demographic, clinical and laboratory data such as viral load and CD4 counts were collected. Data analysis was done using STATA 12. RESULTS Of the 152 patients with immunological failure enrolled, the sub-therapeutic, therapeutic and supra-therapeutic plasma antiretroviral drug concentrations were found in 43/152 (28.3%), 76/152 (50.0%) and 33/152 (21.7%) respectively. Half of the patients were outside therapeutic window with either sub-therapeutic or supra-therapeutic plasma ARV drug concentrations. There was a significant difference in distribution of ARV adherence (p-value<0.001), NRTI backbone (p-value = 0.039), HIV stage (p-value = 0.026) and viral load (p-value = 0.007) within sub-therapeutic, therapeutic and supra-therapeutic ARV plasma drug concentrations. CONCLUSION There is a wide inter-individual variability of plasma ARV concentrations among HIV patients with immunological failure, with a large proportion of patients being outside therapeutic window. This variability is significant based on ARV adherence, NRTI backbone, viral load and HIV stage. Routine therapeutic drug monitoring (TDM) could assist identifying these patients early and making timely correction to avoid virological failure, poor immunological outcome and prevent associated drug toxicities. Nonetheless, ARV adherence should be strictly emphasized on HIV patients with immunological failure.
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Affiliation(s)
- Daniel W. Gunda
- Department of Internal Medicine, School of Medicine, Catholic University of Health and Allied Sciences, Mwanza, Tanzania
| | - Christa Kasang
- Institute of Virology and Immunobiology, University of Würzburg, Würzburg, Germany
- Medical Mission Institute, Würzburg, Germany
| | - Benson R. Kidenya
- Department of Biochemistry and Molecular Biology, School of Medicine, Catholic University of Health and Allied Sciences, Mwanza, Tanzania
- * E-mail:
| | - Rodrick Kabangila
- Department of Internal Medicine, School of Medicine, Catholic University of Health and Allied Sciences, Mwanza, Tanzania
| | - Stephen E. Mshana
- Department of Microbiology and Immunology, School of Medicine, Catholic University of Health and Allied Sciences, Mwanza, Tanzania
| | - Jeremiah Kidola
- Mwanza Research Centre, National Institute for Medical Research (NIMR), Mwanza, Tanzania
| | - Samuel E. Kalluvya
- Department of Internal Medicine, School of Medicine, Catholic University of Health and Allied Sciences, Mwanza, Tanzania
| | - Gilbert W. Kongola
- Department of Clinical Pharmacology, School of Medicine, Catholic University of Health and Allied Sciences, Mwanza, Tanzania
| | - Hartwig Klinker
- Division of Infectious diseases, Department of Internal Medicine, University of Würzburg, Würzburg, Germany
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Lewis JH, Stine JG. Review article: prescribing medications in patients with cirrhosis - a practical guide. Aliment Pharmacol Ther 2013; 37:1132-56. [PMID: 23638982 DOI: 10.1111/apt.12324] [Citation(s) in RCA: 130] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2012] [Revised: 11/30/2012] [Accepted: 04/08/2013] [Indexed: 02/06/2023]
Abstract
BACKGROUND Most drugs have not been well studied in cirrhosis; recommendations on safe use are based largely on experience and/or expert opinion, with dosing recommendations often based on pharmacokinetic (PK) changes. AIM To provide a practical approach to prescribing medications for cirrhotic patients. METHODS An indexed MEDLINE search was conducted using keywords cirrhosis, drug-induced liver injury, pharmacodynamics (PDs), PKs, drug disposition and adverse drug reactions. Unpublished information from the Food and Drug Administration and industry was also reviewed. RESULTS Most medications have not been adequately studied in cirrhosis, and specific prescribing information is often lacking. Lower doses are generally recommended based on PK changes, but data are limited in terms of correlating PD effects with the degree of liver impairment. Very few drugs have been documented to have their hepatotoxicity potential enhanced by cirrhosis; most of these involve antituberculosis or antiretroviral agents used for HIV or viral hepatitis. Paracetamol can be used safely when prescribed in relatively small doses (2-3 g or less/day) for short durations, and is recommended as first-line treatment of pain. In contrast, NSAIDs should be used cautiously (or not at all) in advanced cirrhosis. Proton pump inhibitors have been linked to an increased risk of spontaneous bacterial peritonitis (SBP) in cirrhosis and should be used with care. CONCLUSIONS Most drugs can be used safely in cirrhosis, including those that are potentially hepatotoxic, but lower doses or reduced dosing frequency is often recommended, due to altered PKs. Drugs that can precipitate renal failure, gastrointestinal bleeding, SBP and encephalopathy should be identified and avoided.
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Affiliation(s)
- J H Lewis
- Division of Gastroenterology and Hepatology, Department of Medicine, Georgetown University Medical Center, Washington, DC 20007, USA.
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15
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Sprague DA, Ensom MHH. Limited-sampling strategies for anti-infective agents: systematic review. Can J Hosp Pharm 2012; 62:392-401. [PMID: 22478922 DOI: 10.4212/cjhp.v62i5.827] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
BACKGROUND Area under the concentration-time curve (AUC) is a pharmacokinetic parameter that represents overall exposure to a drug. For selected anti-infective agents, pharmacokinetic-pharmacodynamic parameters, such as AUC/MIC (where MIC is the minimal inhibitory concentration), have been correlated with outcome in a few studies. A limited-sampling strategy may be used to estimate pharmacokinetic parameters such as AUC, without the frequent, costly, and inconvenient blood sampling that would be required to directly calculate the AUC. OBJECTIVE To discuss, by means of a systematic review, the strengths, limitations, and clinical implications of published studies involving a limited-sampling strategy for anti-infective agents and to propose improvements in methodology for future studies. METHODS The PubMed and EMBASE databases were searched using the terms "anti-infective agents", "limited sampling", "optimal sampling", "sparse sampling", "AUC monitoring", "abbreviated AUC", "abbreviated sampling", and "Bayesian". The reference lists of retrieved articles were searched manually. Included studies were classified according to modified criteria from the US Preventive Services Task Force. RESULTS Twenty studies met the inclusion criteria. Six of the studies (involving didanosine, zidovudine, nevirapine, ciprofloxacin, efavirenz, and nelfinavir) were classified as providing level I evidence, 4 studies (involving vancomycin, didanosine, lamivudine, and lopinavir-ritonavir) provided level II-1 evidence, 2 studies (involving saquinavir and ceftazidime) provided level II-2 evidence, and 8 studies (involving ciprofloxacin, nelfinavir, vancomycin, ceftazidime, ganciclovir, pyrazinamide, meropenem, and alpha interferon) provided level III evidence. All of the studies providing level I evidence used prospectively collected data and proper validation procedures with separate, randomly selected index and validation groups. However, most of the included studies did not provide an adequate description of the methods or the characteristics of included patients, which limited their generalizability. CONCLUSIONS Many limited-sampling strategies have been developed for anti-infective agents that do not have a clearly established link between AUC and clinical outcomes in humans. Future studies should first determine if there is an association between AUC monitoring and clinical outcomes. Thereafter, it may be worthwhile to prospectively develop and validate a limited-sampling strategy for the particular anti-infective agent in a similar population.
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Affiliation(s)
- Denise A Sprague
- BSc(Pharm), ACPR, PharmD, is a Clinical Pharmacy Specialist-Infectious Diseases, Kelowna General Hospital, Kelowna, British Columbia
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Li J, Menard V, Benish RL, Jurevic RJ, Guillemette C, Stoneking M, Zimmerman PA, Mehlotra RK. Worldwide variation in human drug-metabolism enzyme genes CYP2B6 and UGT2B7: implications for HIV/AIDS treatment. Pharmacogenomics 2012; 13:555-70. [PMID: 22462748 PMCID: PMC3390746 DOI: 10.2217/pgs.11.160] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
AIM Hepatic enzymes, CYP2B6 and UGT2B7 play a major role in the metabolism of the widely used antiretroviral drugs efavirenz, nevirapine and zidovudine. In the present study, we provide a view of UGT2B7 haplotype structure, and quantify the genetic diversity and differentiation at both CYP2B6 and UGT2B7 genes on a worldwide scale. MATERIALS & METHODS We genotyped one intronic and three promoter SNPs, and together with three nonsynonymous SNPs, inferred UGT2B7 alleles in north American (n = 326), west African (n = 133) and Papua New Guinean (n = 142) populations. We also included genotype data for five CYP2B6 and six UGT2B7 SNPs from an additional 12 worldwide populations (n = 629) analyzed in the 1000 Genomes Project. RESULTS We observed significant differences in certain SNP and allele frequencies of CYP2B6 and UGT2B7 among worldwide populations. Diversity values were higher for UGT2B7 than for CYP2B6, although there was more diversity between populations for CYP2B6. For both genes, most of the genetic variation was observed among individuals within populations, with the Papua New Guinean population showing the highest pairwise differentiation values for CYP2B6, and the Asian and European populations showing higher pairwise differentiation values for UGT2B7. CONCLUSION These new genetic distinctions provide additional insights for investigating differences in antiretroviral pharmacokinetics and therapy outcomes among ethnically and geographically diverse populations.
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Affiliation(s)
- Jing Li
- Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
| | - Vincent Menard
- Pharmacogenomics Laboratory, CHUQ Research Center & Faculty of Pharmacy, Laval University, QC, Canada
| | - Rebekah L Benish
- Center for Global Health & Diseases, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Richard J Jurevic
- Department of Biological Sciences, Case Western Reserve University School of Dental Medicine, Cleveland, OH, USA
| | - Chantal Guillemette
- Pharmacogenomics Laboratory, CHUQ Research Center & Faculty of Pharmacy, Laval University, QC, Canada
| | - Mark Stoneking
- Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
| | - Peter A Zimmerman
- Center for Global Health & Diseases, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Rajeev K Mehlotra
- Center for Global Health & Diseases, Case Western Reserve University School of Medicine, Cleveland, OH, USA
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Impact of internal standard addition on dried blood spot analysis in bioanalytical method development. Bioanalysis 2011; 3:2357-64. [DOI: 10.4155/bio.11.202] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Background: Addition of internal standards to dried blood spot (DBS) specimens can be complicated. Therefore, we studied the feasibility of different internal standard addition procedures. Nevirapine and its stable-isotope analogue were used as model compounds and concentrations in DBS specimen were determined by matrix-assisted laser desorption/ionization-triple quadrupole tandem mass spectrometry using selected reaction monitoring. Results: The addition procedure of the stable isotope-labeled internal standard had significant impact on observed nevirapine concentrations. Relative recovery rates depending on the internal standard addition procedure ranged between 11.4 and 107.9%. Experiments with different punch sizes (5 and 7 mm diameter) showed no significant influence on observed nevirapine concentrations. Conclusion: Application of internal standard prior to blood spotting provided good nevirapine recoveries and this procedure is well suited for applying DBS in infectious diseases, especially in HIV-infection treatment.
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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: 1.5] [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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Shah I, Swaminathan S, Ramachandran G, Kumar AKH, Goray A, Chaddha U, Tayal S, Lala M. Serum Nevirapine and Efavirenz concentrations and effect of concomitant rifampicin in HIV infected children on antiretroviral therapy. Indian Pediatr 2011; 48:943-7. [PMID: 21555806 DOI: 10.1007/s13312-011-0153-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2010] [Accepted: 11/26/2010] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To determine factors affecting serum levels of Efavirenz and Nevirapine and analyze the effect of Rifampicin on Nevirapine drug levels. METHODS A cross-sectional study was conducted on 30 HIV infected children on Antiretroviral therapy (ART) with Nevirapine or Efavirenz. Patients on simultaneous Rifampicin and Nevirapine were given higher doses of Nevirapine with regular monitoring of liver function tests. Trough levels (before morning dose of Nevirapine) and levels after 2 hours of administration of Nevirapine and levels of Efavirenz were assessed using HPLC and were checked to see if they fall within the therapeutic range. RESULTS Thirty patients (14 males) were enrolled in the study with 20 on Nevirapine and 10 (33.3%) on Efavirenz. Seven (23.3%) patients were simultaneously taking rifampicin. The mean Nevirapine dose given to the patients was 350.9±59.8 mg/m2/day (on simultaneous rifampicin) and 309.2±54.6 mg/m2/day (not on concurrent rifampicin). Thirteen (81.3%) of the 16 patients with trough Nevirapine had values in the normal range, 1 (6.3%) had low Nevirapine trough levels and 2 (12.5%) had high Nevirapine trough levels. Of the post 2 hours Nevirapine levels, 1 (5%) had low levels and 3 (15%) had high Nevirapine blood levels. Factors like age (P=0.4, P=0.4087), nourishment (P=0.2679, P=0.4132), ART combination (P=0.4199, P=0.4132), form of the drug (tablet/syrup) (P=0.1964, P=0.4696) or if it was being given as single or in a fixed dose combination (P=0.4179, P=0.4696) and even concurrent rifampicin administration (P=0.284, P=0.472) did not significantly affect the trough and post 2 hours Nevirapine values, respectively. All the five patients being given concurrent rifampicin had normal trough and post 2 hours levels of Nevirapine. The Efavirenz drug levels were 1.9±1.1 g/mL. Of the 10 patients on Efavirenz, 2 (20%) had high and 1 (10%) had low blood levels. CONCLUSION Concurrent Rifampicin administration does not alter blood levels of Nevirapine; provided the dose of Nevirapine is increased by 20-30%. Formulation of drugs does not alter the blood levels provided drug administered is in the recommended dose.
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Affiliation(s)
- Ira Shah
- Pediatric HIV Clinic, BJ Wadia Hospital for Children, Mumbai, India.
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Abstract
Cytochrome P450 2B6 (CYP2B6) is the main metabolizing pathway for efavirenz (EFV), the prescription of which is associated with neurologic side effects. The authors conducted a study on the prevalence of CYP2B6 polymorphism, profile of side effects, and pharmacokinetics of EFV in a group of human immunodeficiency virus (HIV)-infected southern Chinese. Patients with HIV were recruited at the Shenzhen City Third People's Hospital, China. The prevalence of CYP2B6 G516T and plasma EFV concentration were determined. Pharmacokinetics was assessed using blood samples of selected patients at time 0, 1, 2, 4, 8, 12, and 24 hours after the last dose of EFV. Between October 2007 and June 2008, 79 Chinese patients with HIV were recruited. Sequencing of CYP2B6 at position 516 gave 42 GG, 34 GT, and 3 TT genotypes, with corresponding mean spot plasma EFV level of 3.4, 4.1, and 8.1 mg/L, respectively. The allelic frequency of 516 G>T was 0.25. Univariate analysis showed that plasma EFV level correlated with genotype (P = 0.02). Eighteen patients completed the pharmacokinetic study: TT genotype gave the longest half-life (t 1/2), highest plasma EFV concentration, and largest area under the curve. The volume of distribution per surface area (Vd ss), total clearance (Cltot), and elimination rate constant (ke) were the lowest. There was no association between the occurrence of side effects and the EFV concentration (chi2 test, P > 0.05). The EFV pharmacokinetics of TT genotype differed significantly from GG and GT genotypes. Accumulation of EFV may potentially occur over time, causing toxicity in TT and GT genotypes.
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Zhou SF, Liu JP, Chowbay B. Polymorphism of human cytochrome P450 enzymes and its clinical impact. Drug Metab Rev 2009; 41:89-295. [PMID: 19514967 DOI: 10.1080/03602530902843483] [Citation(s) in RCA: 536] [Impact Index Per Article: 33.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Pharmacogenetics is the study of how interindividual variations in the DNA sequence of specific genes affect drug response. This article highlights current pharmacogenetic knowledge on important human drug-metabolizing cytochrome P450s (CYPs) to understand the large interindividual variability in drug clearance and responses in clinical practice. The human CYP superfamily contains 57 functional genes and 58 pseudogenes, with members of the 1, 2, and 3 families playing an important role in the metabolism of therapeutic drugs, other xenobiotics, and some endogenous compounds. Polymorphisms in the CYP family may have had the most impact on the fate of therapeutic drugs. CYP2D6, 2C19, and 2C9 polymorphisms account for the most frequent variations in phase I metabolism of drugs, since almost 80% of drugs in use today are metabolized by these enzymes. Approximately 5-14% of Caucasians, 0-5% Africans, and 0-1% of Asians lack CYP2D6 activity, and these individuals are known as poor metabolizers. CYP2C9 is another clinically significant enzyme that demonstrates multiple genetic variants with a potentially functional impact on the efficacy and adverse effects of drugs that are mainly eliminated by this enzyme. Studies into the CYP2C9 polymorphism have highlighted the importance of the CYP2C9*2 and *3 alleles. Extensive polymorphism also occurs in other CYP genes, such as CYP1A1, 2A6, 2A13, 2C8, 3A4, and 3A5. Since several of these CYPs (e.g., CYP1A1 and 1A2) play a role in the bioactivation of many procarcinogens, polymorphisms of these enzymes may contribute to the variable susceptibility to carcinogenesis. The distribution of the common variant alleles of CYP genes varies among different ethnic populations. Pharmacogenetics has the potential to achieve optimal quality use of medicines, and to improve the efficacy and safety of both prospective and currently available drugs. Further studies are warranted to explore the gene-dose, gene-concentration, and gene-response relationships for these important drug-metabolizing CYPs.
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Affiliation(s)
- Shu-Feng Zhou
- School of Health Sciences, RMIT University, Bundoora, Victoria, Australia.
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Influence of the cytochrome P450 2B6 genotype on population pharmacokinetics of efavirenz in human immunodeficiency virus patients. Antimicrob Agents Chemother 2009; 53:2791-8. [PMID: 19433561 DOI: 10.1128/aac.01537-08] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
A population pharmacokinetic model for efavirenz has been developed from therapeutic drug monitoring data in human immunodeficiency virus (HIV)-positive patients by using a nonlinear mixed-effect model. The efavirenz plasma concentrations (n = 375) of 131 patients were analyzed using high-performance liquid chromatography with UV detection. Pharmacokinetic parameters were estimated according to a one-compartment model. The effects of sex, age, total body weight, height, body mass index, and HIV treatment were analyzed. In a subgroup of 32 patients, genetic polymorphisms of the cytochrome P450 2B6 gene (CYP2B6), CYP3A4, and MDR1 were also investigated. Efavirenz oral clearance and the apparent volume of distribution were 9.50 liters/h and 311 liters, respectively. The model included only the effect of CYP2B6 polymorphisms on efavirenz clearance; this covariate reduced the intersubject variability of clearance by about 27%. Patients showing G/T and T/T CYP2B6 polymorphisms exhibited efavirenz clearances that were about 50% and 75% lower than those observed in the patients without these polymorphisms (G/G). Accordingly, to obtain EFV steady-state concentrations within the therapeutic range (1 to 4 mg/liter), it would be advisable to implement a gradual reduction in dose to 400 or 200 mg/day for patients that are intermediate or poor metabolizers, respectively. However, the remaining interindividual variability observed in the pharmacokinetic parameters of the model highlights the need for dose individualization to avoid inadequate exposure to efavirenz and suggests that these recommended doses be used with caution and confirmed by therapeutic drug monitoring and clinical efficacy. The population model can be implemented in pharmacokinetic clinical software for dosage optimization by using the Bayesian approach.
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Martín AF, Cabrera Figueroa S, de la Paz Valverde Merino M, Domínguez-Gil Hurlé A. Hyperhidrosis in association with efavirenz. AIDS Patient Care STDS 2009; 23:143-5. [PMID: 19866531 DOI: 10.1089/apc.2008.0176] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Hyperhidrosis may be an adverse drug event (ADE) induced by the effect on any of the components of human thermoregulation. Some of our efavirenz (EFV)-treated patients have reported excessive nocturnal sweating that resolved after dose reduction. A representative clinical case of a male patient being treated with a night-time 600-mg dose of EFV who reported severe nocturnal sweating is reported here. His EFV plasma concentrations were always above normal and he was homozygous for a deficient function-allele of CYP2D6; for this reason, his EFV dose was reduced to 400mg=d. Simultaneous with this reduction, the patient described a progressive decrease in nocturnal sweating until its complete disappearance 15-20 days after this new drug dosage. The mechanism explaining sweating could be similar to the one suggested for hyperhidrosis related to serotonin uptake inhibitors, because this hyperhidrosis is episodic, nocturnal, and dose dependent. Hyperhidrosis could correspond to a dose-dependent ADE induced by EFV, therefore, a reduction of EFV from 600 to 400mg/d seems to control it. EFV crosses the hematoencephalic barrier and reaches a mean concentration in the cerebroespinal fluid equivalent to 0.69% of the plasma concentration. The ability of EFV to accessing the central nervous system (CNS) could explain an effect on thermoregulation. Hyperhydrosis is not easily discovered through a routine anamnesis because it is not noted on the EFV package insert, so its incidence may be higher than expected. Additionally, hyperhidrosis may be an indicator of elevated EFV plasma concentrations and hence may be controlled through a reduction of dose.
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Affiliation(s)
| | - Salvador Cabrera Figueroa
- Pharmacy Service, University Hospital of Salamanca, Salamanca, Spain
- Pharmacy Institute, University Austral of Chile, Valdivia, Chile
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Neely M, Jelliffe R. Practical therapeutic drug management in HIV-infected patients: use of population pharmacokinetic models supplemented by individualized Bayesian dose optimization. J Clin Pharmacol 2008; 48:1081-91. [PMID: 18635757 PMCID: PMC2724306 DOI: 10.1177/0091270008321789] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Individualized, model-based, target-oriented optimal concentration-controlled dosing of HIV medications can be beneficial to patients for whom there are limited dosing guidelines, such as children, adolescents, or patients with altered physiologic function. Barriers to this approach include lack of training, expertise, and access to appropriate software to assist the clinician. The authors present 4 illustrative clinical cases of HIV-infected patients whose therapy was optimized using population pharmacokinetic models (here generated from published studies) and supplemented by individualized Bayesian adaptive control of dosage regimens as implemented in the MM-USCPACK software. These 4 cases illustrate how clinicians can maximize therapeutic success in (1) patients with reduced drug clearance, (2) young adolescents transitioning to adult physiology, (3) patients with dose-dependent toxicity, and (4) adolescents with limited therapeutic options.
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Affiliation(s)
- Michael Neely
- Laboratory of Applied Pharmacokinetics, Keck School of Medicine, University of Southern California, Los Angeles, USA
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Stöhr W, Back D, Dunn D, Sabin C, Winston A, Gilson R, Pillay D, Hill T, Ainsworth J, Pozniak A, Leen C, Bansi L, Fisher M, Orkin C, Anderson J, Johnson M, Easterbrook P, Gibbons S, Khoo S. Factors Influencing Efavirenz and Nevirapine Plasma Concentration: Effect of Ethnicity, Weight and Co-Medication. Antivir Ther 2008. [DOI: 10.1177/135965350801300507] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Background The aim of this study was to examine factors influencing plasma concentration of efavirenz and nevirapine. Methods Data from the Liverpool Therapeutic Drug Monitoring (TDM) registry were linked with the UK Collaborative HIV Cohort (CHIC) Study. For each patient, the first measurement of efavirenz (600 or 800 mg/day) or nevirapine (400 mg/day) plasma concentration was included. Linear regression was used to evaluate the association of dose, gender, age, weight, ethnicity and concomitant antiretroviral drugs or rifampicin with log-transformed drug concentration, adjusted for time since last intake. Results Data from 339 patients on efavirenz (34% black, 17% rifampicin) and 179 on nevirapine (27% black, 6% rifampicin) were included. Multivariable models revealed the following predictors for efavirenz concentration: black ethnicity (59% higher; P<0.001), weight (10% lower per additional 10 kg; P=0.002), 800 mg/day (52% higher; P=0.027), rifampicin (35% lower; P=0.039), and zidovudine (25% lower; P=0.010). Notably, without adjustment for other factors, patients on rifampicin had 48% higher efavirenz concentration, as these patients were mostly black and on 800 mg/day. For nevirapine the predictors were black ethnicity (39% higher; P=0.002), rifampicin (40% lower; P=0.002), protease inhibitor (28% higher; P=0.008) and tenofovir (22% higher; P=0.024). Conclusions We observed clear associations between ethnicity and concentrations of nevirapine and efavirenz. Our analyses confirm that concomitant rifampicin substantially decreases concentration of both efavirenz and nevirapine; however, for efavirenz this effect was more than counterbalanced by the effect of ethnicity and increased efavirenz dose. There was also an additional impact of weight, which should be considered when determining optimal dosage. Other associations from our analysis (between tenofovir or protease inhibitor and nevirapine, and zidovudine and efavirenz), require confirmation in formal pharmacokinetic studies.
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Affiliation(s)
| | | | | | - Caroline Sabin
- Department of Primary Care and Population Sciences, Royal Free and University College Medical School, London, UK
| | | | - Richard Gilson
- Mortimer Market Centre, Royal Free and University College Medical School (RFUCMS), London, UK
| | - Deenan Pillay
- Department of Infection, RFUCMS, Centre for Infection, Health Protection Agency, London, UK
| | - Teresa Hill
- Department of Primary Care and Population Sciences, Royal Free and University College Medical School, London, UK
| | | | | | - Clifford Leen
- University of Edinburgh, Western General Hospital, Edinburgh, UK
| | - Loveleen Bansi
- Department of Primary Care and Population Sciences, Royal Free and University College Medical School, London, UK
| | - Martin Fisher
- Brighton and Sussex University Hospitals NHS Trust, Sussex, UK
| | | | | | | | | | | | - Saye Khoo
- University of Liverpool, Liverpool, UK
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Tan SL, Ganji G, Paeper B, Proll S, Katze MG. Systems biology and the host response to viral infection. Nat Biotechnol 2008; 25:1383-9. [PMID: 18066032 PMCID: PMC7097743 DOI: 10.1038/nbt1207-1383] [Citation(s) in RCA: 111] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Seng-Lai Tan
- Department of Hematology and Oncology Research, Amgen Inc., 1201 Amgen Court West, AW1-J4144, Seattle, Washington 98119, USA
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