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Che Pa MF, Tiang Koi N, Misnan A, Islahudin FH, Makmor-Bakry M. Drug-Related Problems in HIV Treatment Failure. Cureus 2024; 16:e69838. [PMID: 39435225 PMCID: PMC11492158 DOI: 10.7759/cureus.69838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/21/2024] [Indexed: 10/23/2024] Open
Abstract
Background Antiretroviral therapy (ART) is used in human immunodeficiency virus (HIV) treatment to reduce morbidity and mortality rates among people living with the virus. The types of drug-related problems (DRPs) and their causes that contributed to HIV treatment failure were unknown. Thus, this study aimed to determine the types and causes of DRPs associated with HIV treatment failure. Methods A multicentre, retrospective cohort study was conducted at the Infectious Disease Centre of Sungai Buloh Hospital, Selangor, and Tuanku Ja'afar Hospital, Negeri Sembilan. Data were collected from patients' medical records by reviewing the medical progress notes, laboratory parameters, and treatment regimen. Pharmaceutical Care Network of Europe's (PCNE) classification system V9.1 was used to identify and classify the types and causes of DRPs. Patients were classified as having treatment failure if the HIV RNA viral load was more than 1000 copies/ml for two consecutive readings. Patients were categorized as treatment successful if there was a decrease in HIV RNA viral load suppression after six months of ART initiation and had no history of persistent HIV RNA viral load greater than 1000 copies/ml for two consecutive measurements. Data were analyzed using the chi-square test. Results The number of patients recruited for this study was 355 (treatment success group = 263, treatment failure group = 92). Almost all patients (n = 354, 99.7%) had experienced at least one DRP. A total of 811 problems and 1605 causes of DRPs were encountered. The occurrence of DRPs in the HIV treatment failure group was 5.77 DRPs per patient compared to the success group (4.08 DRPs per patient). In the treatment failure group, treatment effectiveness was identified as the most frequent domain of problems (P) (P1: n = 169, 59.93%), followed by treatment safety (P2: n = 111, 39.36%). The common domains of causes (C) include patient-related (C7: n = 367, 69.11%), other (C9: n = 105, 19.77%), and drug selection (C1: n = 49, 9.23%). Significant differences were found in several causes (C7.1, C7.10, and C9.1) between the two groups. Conclusion The occurrence of DRPs in HIV treatment failure was high, contributing to treatment effectiveness and treatment safety issues.
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Affiliation(s)
- Mohd Farizh Che Pa
- Center of Quality Medicine Management, Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, MYS
- Pharmacy, Hospital Tengku Ampuan Rahimah, Klang, MYS
| | - Ng Tiang Koi
- Internal Medicine, Hospital Tuanku Ja'afar, Seremban, MYS
| | - Arisah Misnan
- Internal Medicine, Hospital Sungai Buloh, Sungai Buloh, MYS
| | - Farida Hanim Islahudin
- Center of Quality Medicine Management, Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, MYS
| | - Mohd Makmor-Bakry
- Center of Quality Medicine Management, Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, MYS
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Morse GD. Strategies for Implementation Research to Investigate the Negative Pharmacokinetic Interaction Between Efavirenz and Dolutegravir. Clin Infect Dis 2021; 72:1823-1825. [PMID: 32667998 DOI: 10.1093/cid/ciaa982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 07/09/2020] [Indexed: 11/12/2022] Open
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Cummins NW, Neuhaus J, Chu H, Neaton J, Wyen C, Rockstroh JK, Skiest DJ, Boyd MA, Khoo S, Rotger M, Telenti A, Weinshilboum R, Badley AD. Investigation of Efavirenz Discontinuation in Multi-ethnic Populations of HIV-positive Individuals by Genetic Analysis. EBioMedicine 2015; 2:706-12. [PMID: 26288843 PMCID: PMC4534686 DOI: 10.1016/j.ebiom.2015.05.012] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2015] [Revised: 05/11/2015] [Accepted: 05/11/2015] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Efavirenz (EFV) based antiretroviral therapy is expanding worldwide. However discontinuation of EFV containing regimens is common in some patients, particularly black patients, due most often to neuropsychiatric side effects. These adverse drug effects often result in premature drug discontinuation, as well as considerable morbidity. METHODS We genotyped CYP2A6, CYP2B6 and CYP3A4, which encode enzymes principally involved in EFV metabolism, from patients enrolled in the multinational SMART, FIRST and ESPRIT studies, for whom outcome data of treatment adherence was available. Patients with loss or decrease of function single nucleotide polymorphisms (SNPs) in the above genes were assigned a risk score based upon the number of SNPs present weighted relative to whether CYP2B6 (main metabolism pathway) and/or CYP2A6 and CYP3A4 (accessory pathways) were involved. Cox regression models were used to study the association between high genetic risk and time from initiation to EFV discontinuation. Failure was defined as discontinuation of an antiretroviral regimen other than for virologic failure or protocol determined discontinuation. FINDINGS Patients with highest pharmacogenetic risk, as defined by cumulative SNPs in CYP2A6, CYP2B6 and CYP3A4, have an increased risk of discontinuation of EFV containing therapy compared to patients with lower genetic risk scores (adjusted HR 1.9, 95% CI 1.2, 3.1, P = 0.009). High genetic risk score was not associated with an increased risk of discontinuing atazanavir or nevirapine. High genetic risk was present more often in blacks compared to non-blacks (Adjusted OR 4.5, 95% CI: 1.9,10.5), and treatment discontinuation was also increased in blacks overall (Adjusted HR 1.4, 95% CI 1.0, 1.9). However, high genetic risk was more associated with treatment discontinuation than race alone for both blacks (Adjusted OR 1.9, 95% CI 0.8, 4.8) and non-blacks (Adjusted OR 5.3, 95% CI 1.5, 18.0). INTERPRETATION Premature discontinuation of ART delays the time to effective long term viral suppression, and is associated with significant morbidity. Pharmacogenetic testing may predict those with a high risk of EFV discontinuation, and therefore should be considered in patients in whom initiation of EFV based ART is being considered. FUNDING Funded by NIH.
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Affiliation(s)
| | | | - Haitao Chu
- University of Minnesota, Minneapolis, MN, United States
| | - James Neaton
- University of Minnesota, Minneapolis, MN, United States
| | | | | | | | - Mark A. Boyd
- The Kirby Institute, UNSW Medicine, University of New South Wales-Australia, NSW 2052, Australia
| | - Saye Khoo
- University of Liverpool, United Kingdom
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Sharma D, Lau AJ, Sherman MA, Chang TKH. Differential activation of human constitutive androstane receptor and its SV23 and SV24 splice variants by rilpivirine and etravirine. Br J Pharmacol 2015; 172:1263-76. [PMID: 25363652 DOI: 10.1111/bph.12997] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2014] [Revised: 10/22/2014] [Accepted: 10/27/2014] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND AND PURPOSE Rilpivirine and etravirine are second-generation non-nucleoside reverse transcriptase inhibitors (NNRTIs) indicated for the treatment of HIV/AIDS. The constitutive androstane receptor (CAR) regulates the expression of genes involved in various biological processes, including the transport and biotransformation of drugs. We investigated the effect of rilpivirine and etravirine on the activity of the wild-type human CAR (hCAR-WT) and its hCAR-SV23 and hCAR-SV24 splice variants, and compared it with first-generation NNRTIs (efavirenz, nevirapine, and delavirdine). EXPERIMENTAL APPROACH Receptor activation, ligand-binding domain (LBD) transactivation, and co-activator recruitment were investigated in transiently transfected, NNRTI-treated HepG2 cells. Nuclear translocation of green fluorescent protein-tagged hCAR-WT and CYP2B6 gene expression were assessed in NNRTI-treated human hepatocytes. KEY RESULTS Rilpivirine and etravirine activated hCAR-WT, but not hCAR-SV23 or hCAR-SV24, and without transactivating the LBD or recruiting steroid receptor coactivators SRC-1, SRC-2, or SRC-3. Among the first-generation NNRTIs investigated, only efavirenz activated hCAR-WT, hCAR-SV23, and hCAR-SV24, but none of them transactivated the LBD of these receptors or substantively recruited SRC-1, SRC-2, or SRC-3. Rilpivirine, etravirine, and efavirenz triggered nuclear translocation of hCAR-WT and increased hCAR target gene (CYP2B6) expression. CONCLUSION AND IMPLICATIONS NNRTIs activate hCAR-WT, hCAR-SV23, and hCAR-SV24 in a drug-specific and isoform-selective manner. The activation occurs by a mechanism that does not appear to involve binding to the LBD or recruitment of SRC-1, SRC-2, or SRC-3.
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Affiliation(s)
- Devinder Sharma
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada
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Kelly CM, van Oosterhout JJ, Ngwalo C, Stewart RC, Benjamin L, Robertson KR, Khoo S, Allain TJ, Solomon T. HIV associated neurocognitive disorders (HAND) in Malawian adults and effect on adherence to combination anti-retroviral therapy: a cross sectional study. PLoS One 2014; 9:e98962. [PMID: 24915530 PMCID: PMC4051684 DOI: 10.1371/journal.pone.0098962] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2014] [Accepted: 05/08/2014] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Little is known about the prevalence and burden of HIV associated neurocognitive disorder (HAND) among patients on combination antiretroviral therapy (cART) in sub-Saharan Africa. We estimated the prevalence of HAND in adult Malawians on cART and investigated the relationship between HAND and adherence to cART. METHODS HIV positive adults in Blantyre, Malawi underwent a full medical history, neurocognitive test battery, depression score, Karnofsky Performance Score and adherence assessment. The Frascati criteria were used to diagnose HAND and the Global Deficit Score (GDS) was also assessed. Blood was drawn for CD4 count and plasma nevirapine and efavirenz concentrations. HIV negative adults were recruited from the HIV testing clinic to provide normative scores for the neurocognitive battery. RESULTS One hundred and six HIV positive patients, with median (range) age 39 (18-71) years, 73% female and median (range) CD4 count 323.5 (68-1039) cells/µl were studied. Symptomatic neurocognitive impairment was present in 15% (12% mild neurocognitive disorder [MND], 3% HIV associated dementia [HAD]). A further 55% fulfilled Frascati criteria for asymptomatic neurocognitive impairment (ANI); however factors other than neurocognitive impairment could have confounded this estimate. Neither the symptomatic (MND and HAD) nor asymptomatic (ANI) forms of HAND were associated with subtherapeutic nevirapine/efavirenz concentrations, adjusted odds ratio 1.44 (CI. 0.234, 8.798; p = 0.696) and aOR 0.577 (CI. 0.09, 3.605; p = 0.556) respectively. All patients with subtherapeutic nevirapine/efavirenz levels had a GDS of less than 0.6, consistent with normal neurocognition. DISCUSSION/CONCLUSION Fifteen percent of adult Malawians on cART had a diagnosis of MND or HAD. Subtherapeutic drug concentrations were found exclusively in patients with normal neurocognitive function suggesting HAND did not affect cART adherence. Further study of HAND requires more robust locally derived normative neurocognitive values and determination of the clinical relevance of ANI.
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Affiliation(s)
- Christine M. Kelly
- Brain Infection Group, Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
- Malawi-Liverpool-Wellcome Clinical Research Programme, Queen Elizabeth Central Hospital, College of Medicine, Blantyre, Malawi
| | - Joep J. van Oosterhout
- Department of Medicine, College of Medicine, Blantyre, Malawi
- Dignitas International, Zomba, Malawi
| | - Chisomo Ngwalo
- Department of Medicine, College of Medicine, Blantyre, Malawi
| | | | - Laura Benjamin
- Brain Infection Group, Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
| | - Kevin R. Robertson
- Department of Neurology, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Saye Khoo
- HIV Pharmacology Group, Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom
| | | | - Tom Solomon
- Brain Infection Group, Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
- Walton Centre NHS Foundation Trust, Liverpool, United Kingdom
- Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, United Kingdom
- * E-mail:
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Abdelhady AM, Desta Z, Jiang F, Yeo CW, Shin JG, Overholser BR. Population pharmacogenetic-based pharmacokinetic modeling of efavirenz, 7-hydroxy- and 8-hydroxyefavirenz. J Clin Pharmacol 2013; 54:87-96. [PMID: 24142869 DOI: 10.1002/jcph.208] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2013] [Accepted: 10/15/2013] [Indexed: 12/24/2022]
Abstract
The purpose of this study was to determine the demographic and pharmacogenetic covariates that influence the disposition of efavirenz (EFV) and its major metabolites. A population pharmacokinetic (PK) model was developed from a randomized, cross-over, drug-interaction study in healthy male Korean subjects (n = 17). Plasma concentrations of EFV and its hydroxy-metabolites (0-120 hours) were measured by LC/MS/MS. Genomic DNA was genotyped for variants in the cytochrome P450 (CYP) 2A6, 2B6, 3A5, and MDR1 genes. A PK model was built in a stepwise procedure using nonlinear mixed effect modeling in NONMEM 7. The covariate model was built using the generalized additive modeling and forward selection-backward elimination. Model-based simulations were performed to predict EFV steady-state concentrations following 200, 400, and 600 mg daily oral dose among different CYP2B6 genotypes. The final model included only CYP2B6 genotype as a covariate that predicts EFV clearance through the formation of 8-OH EFV that represented 65% to 80% of EFV clearance. The total clearance of EFV in CYP2B6*6/*6 genotype was ∼30% lower than CYP2B6*1/*1 or CYP2B6*1/*6 alleles (P < .001). Clopidogrel reduced both formation and elimination clearances of 8-OH EFV by 22% and 19%, respectively (P = .033 and .041). Other demographics and genotype of accessory CYP pathways did not predict EFV or metabolites PK. CYP2B6 genotype was the only significant predictor of EFV disposition. The developed model may serve as the foundation for further exploration of pharmacogenetic-based dosing of EFV.
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Affiliation(s)
- A M Abdelhady
- Department of Pharmacy Practice, College of Pharmacy, Purdue University, West Lafayette, IN, USA
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Honório TDS, Pinto EC, Rocha HVA, Esteves VSD, dos Santos TC, Castro HCR, Rodrigues CR, de Sousa VP, Cabral LM. In vitro-in vivo correlation of efavirenz tablets using GastroPlus®. AAPS PharmSciTech 2013; 14:1244-54. [PMID: 23943401 DOI: 10.1208/s12249-013-0016-4] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2012] [Accepted: 07/29/2013] [Indexed: 11/30/2022] Open
Abstract
The aim of the present work was to use GastroPlus™ software for the prediction of pharmacokinetic profiles and in vitro-in vivo correlation (IVIVC) as tools to optimize the development of new generic medications. GastroPlus™ was used to simulate the gastrointestinal compartment and was based on the advanced compartmental absorption and transit model. Powder dissolution and efavirenz tablet dissolution studies were carried out to generate data from which correlation was established. The simulated plasma profile, based on the physicochemical properties of efavirenz, was almost identical to that observed in vivo for biobatches A and B. A level A IVIVC was established for the dissolution method obtained for the generic candidate using the Wagner-Nelson (r (2) = 0.85) and for Loo-Riegelman models (r(2) = 0.92). The percentage of fraction absorbed indicated that 0.5% sodium lauryl sulfate may be considered a biorelevant dissolution medium for efavirenz tablets. The simulation of gastrointestinal bioavailability and IVIVC obtained from immediate-release tablet formulations suggests that GastroPlus™ is a valuable in silico method for IVIVC and for studies directed at developing formulations of class II drugs.
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