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Omondi EO, Muigai A, Ngayo MO, Mungiria J, Lihana R. Nevirapine plasma concentration is associated with virologic failure and the emergence of drug-resistant mutations among HIV patients in Kenya: A cross sectional study. Medicine (Baltimore) 2022; 101:e32346. [PMID: 36550885 PMCID: PMC9771327 DOI: 10.1097/md.0000000000032346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
This study aimed to determine the association between the plasma concentration of nevirapine (NVP) and clinical outcomes. In this cross-sectional study, sociodemographic and clinical data were collected from 233 HIV patients receiving NVP-based first-line antiretroviral therapy (ART) regimens in Nairobi, Kenya. The mean age was 41.2 (SD ± 11.9) years. Fifty-four (23.2%) patients had virological failure (>1000 copies/mL), whereas 23 (9.9%) were infected with drug-resistant HIV strains. Eleven patients had nucleoside reverse transcriptase inhibitor resistance mutations, including M184V and T215Y, whereas 22 had non-nucleoside reverse transcriptase inhibitor resistance mutations, including G190A, K103N, V106A, Y181C, A98G, and Y188L. The median NVP plasma concentration was 6180 ng/mL (IQR 4444-8843 ng/mL), with 38 (16.3%) patients having suboptimal NVP plasma levels of <3400 ng/mL. The majority 23 of the 38 (60.5%) patients with NVP Cmin < 3400 ng/mL were significantly infected with drug-resistant HIV virus (P = .001). In the multivariate analysis, the time taken to arrive at the ART clinic (β -11.1, 95% CI -21.2 to -1.1; P = .031), higher HIV viral load (β -2008, 95% CI -3370.7 to -645.3; P = .004), and the presence of HIV drug resistance mutation (β 3559, 95% CI 2580.8-4537.2; P = .0001) were associated with NVP plasma concentration. A significant proportion of patients receiving the NVP-based regimen had supra- and sub-therapeutic plasma concentrations. Higher HIV viral load and the presence of HIV drug-resistant mutations are important factors associated with NVP plasma concentrations.
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Affiliation(s)
- Evans Okumu Omondi
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
- * Correspondence: Evans Okumu Omondi, Centre for Microbiology Research, Kenya Medical Research Institute, P.O. Box, Nairobi 54840-00200, Kenya (e-mail: )
| | - Anne Muigai
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Musa Otieno Ngayo
- Department of Botany, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | - Juster Mungiria
- Department of Botany, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | - Raphael Lihana
- Centre for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
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Kassogue Y, Diakite B, Maiga M, Kassogue O, Konate I, Tamboura K, Diarra F, Diarra Z, Sawadogo MK, Goita Y, Sissoko SB, Sissoko AS, Guirou N, Dehbi H, Nadifi S, Bah S, Traore CB, Kamate B, Dao S, Dolo G. Influence of CYP2B6 and CYP3A4 polymorphisms on the virologic and immunologic responses of patients treated with efavirenz-containing regimen. Pharmacogenet Genomics 2022; 32:219-225. [PMID: 35852913 PMCID: PMC7613628 DOI: 10.1097/fpc.0000000000000477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES The main objective of this study was to evaluate the effect of CYP2B6 and CYP3A4 polymorphisms on the virological and immunologic responses of HIV patients. A total of 153 HIV-positive patients were enlisted for the study. PATIENTS AND METHODS Viral load and median CD4 T cell counts were evaluated at baseline and month 6 (M6). Samples were identified using TaqMan genotyping assays. RESULTS The AG in CYP2B6 rs2279343 was associated with VLS compared to homozygous AA. In the dominant model, the AG/GG genotypes were associated with VLS compared to the AA genotype. Moreover, in overdominant model, the AG genotype was associated with VLS compared to AA/GG. Regarding immunological response, only the AG in SNP rs2279343 CYP2B6 was associated with an increase in CD4 cell count between baseline and M6. In CYP2B6 rs3745274, the CD4 cell count at M6 was higher than that of baseline for GG carriers and for GT carriers. In CYP3A4 rs2740574, the TC carriers showed a higher median CD4 count at M6 compared to that of the baseline count, as well as for CC carriers. The best genotypes combination associated with CD4 cell count improvement were AA/AG in SNP rs2279343 and GG/GT in SNP rs3745274. CONCLUSION Our findings support the fact that CYP2B6 rs2279343 could help in the prediction of VLS and both SNPs rs3745274 and rs2279343 in CYP2B6 and CYP3A4 rs2740574 were associated with immune recovery in Malian HIV-positive patients.
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Affiliation(s)
- Yaya Kassogue
- Department of Anatomo-pathology, University Hospital of Point G
- Laboratory of Research and training on Molecular Pathologies, University Hospital of Point G
- Faculty of Medicine and Odontostomatology, University of Sciences, Techniques and Technologies of Bamako
| | - Brehima Diakite
- Department of Anatomo-pathology, University Hospital of Point G
- Laboratory of Research and training on Molecular Pathologies, University Hospital of Point G
- Faculty of Medicine and Odontostomatology, University of Sciences, Techniques and Technologies of Bamako
| | - Mamoudou Maiga
- Laboratory of Research and training on Molecular Pathologies, University Hospital of Point G
- Faculty of Medicine and Odontostomatology, University of Sciences, Techniques and Technologies of Bamako
- Department of Biomedical Engineering, Northwestern University, Evanston, Illinois, USA
| | - Oumar Kassogue
- Laboratory of Research and training on Molecular Pathologies, University Hospital of Point G
| | - Issa Konate
- Faculty of Medicine and Odontostomatology, University of Sciences, Techniques and Technologies of Bamako
- Department of Infectious Diseases and Tropical Medicine, University Hospital of Point G
| | - Kadidiatou Tamboura
- Department of Infectious Diseases and Tropical Medicine, University Hospital of Point G
| | - Fousseyni Diarra
- Laboratory of Research and training on Molecular Pathologies, University Hospital of Point G
| | - Zoumana Diarra
- Center of Listening, Care, Animation, and Counseling for People Living With HIV
| | | | - Yaya Goita
- Department of Medical Biology and Anatomo-pathology, University Hospital, Mali Hospital
- Faculty of Pharmacy, University of Sciences, Techniques and Technologies of Bamako
| | - Sidi Boula Sissoko
- Faculty of Medicine and Odontostomatology, University of Sciences, Techniques and Technologies of Bamako
- Department of Cytogenetics and Reproductive Biology, National Institute for Public Health Research
| | - Adama Seydou Sissoko
- Faculty of Medicine and Odontostomatology, University of Sciences, Techniques and Technologies of Bamako
- Department of Neurology, University Hospital of Point G
| | - Nouhoum Guirou
- Faculty of Medicine and Odontostomatology, University of Sciences, Techniques and Technologies of Bamako
- Institute of Tropical Ophthalmology of Africa, Bamako, Mali
| | - Hind Dehbi
- Cellular and Molecular Pathology Laboratory, Faculty of Medicine and Pharmacy of Casablanca, University Hassan II
- Medical Genetics Laboratory, Ibn Rochd University Hospital Center, Casablanca, Morocco
| | - Sellama Nadifi
- Cellular and Molecular Pathology Laboratory, Faculty of Medicine and Pharmacy of Casablanca, University Hassan II
- Medical Genetics Laboratory, Ibn Rochd University Hospital Center, Casablanca, Morocco
| | - Sekou Bah
- Faculty of Pharmacy, University of Sciences, Techniques and Technologies of Bamako
- Department of pharmacy, University Hospital of Point G, Bamako, Mali
| | - Cheick Bougadari Traore
- Department of Anatomo-pathology, University Hospital of Point G
- Laboratory of Research and training on Molecular Pathologies, University Hospital of Point G
- Faculty of Medicine and Odontostomatology, University of Sciences, Techniques and Technologies of Bamako
| | - Bakarou Kamate
- Department of Anatomo-pathology, University Hospital of Point G
- Laboratory of Research and training on Molecular Pathologies, University Hospital of Point G
- Faculty of Medicine and Odontostomatology, University of Sciences, Techniques and Technologies of Bamako
| | - Sounkalo Dao
- Faculty of Medicine and Odontostomatology, University of Sciences, Techniques and Technologies of Bamako
- Department of Infectious Diseases and Tropical Medicine, University Hospital of Point G
| | - Guimogo Dolo
- Laboratory of Research and training on Molecular Pathologies, University Hospital of Point G
- Faculty of Medicine and Odontostomatology, University of Sciences, Techniques and Technologies of Bamako
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Nthontho KC, Ndlovu AK, Sharma K, Kasvosve I, Hertz DL, Paganotti GM. Pharmacogenetics of Breast Cancer Treatments: A Sub-Saharan Africa Perspective. Pharmgenomics Pers Med 2022; 15:613-652. [PMID: 35761855 PMCID: PMC9233488 DOI: 10.2147/pgpm.s308531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 05/31/2022] [Indexed: 11/30/2022] Open
Abstract
Breast cancer is the most frequent cause of cancer death in low- and middle-income countries, in particular among sub-Saharan African women, where response to available anticancer treatment therapy is often limited by the recurrent breast tumours and metastasis, ultimately resulting in decreased overall survival rate. This can also be attributed to African genomes that contain more variation than those from other parts of the world. The purpose of this review is to summarize published evidence on pharmacogenetic and pharmacokinetic aspects related to specific available treatments and the known genetic variabilities associated with metabolism and/or transport of breast cancer drugs, and treatment outcomes when possible. The emphasis is on the African genetic variation and focuses on the genes with the highest strength of evidence, with a close look on CYP2A6, CYP2B6, CYP2C8, CYP2C9, CYP2C19, CYP2D6, CYP3A4/5, CYP19A1, UGT1A4, UGT2B7, UGT2B15, SLC22A16, SLC38A7, FcγR, DPYD, ABCB1, and SULT1A1, which are the genes known to play major roles in the metabolism and/or elimination of the respective anti-breast cancer drugs given to the patients. The genetic variability of their metabolism could be associated with different metabolic phenotypes that may cause reduced patients’ adherence because of toxicity or sub-therapeutic doses. Finally, this knowledge enhances possible personalized treatment approaches, with the possibility of improving survival outcomes in patients with breast cancer.
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Affiliation(s)
- Keneuoe Cecilia Nthontho
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana
- Botswana-University of Pennsylvania Partnership, Gaborone, Botswana
| | - Andrew Khulekani Ndlovu
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana
| | | | - Ishmael Kasvosve
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana
| | - Daniel Louis Hertz
- Department of Clinical Pharmacy, University of Michigan College of Pharmacy, Ann Arbor, MI, USA
| | - Giacomo Maria Paganotti
- Botswana-University of Pennsylvania Partnership, Gaborone, Botswana
- Division of Infectious Diseases, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Biomedical Sciences, Faculty of Medicine, University of Botswana, Gaborone, Botswana
- Correspondence: Giacomo Maria Paganotti, Botswana-University of Pennsylvania Partnership, PO Box 45498, Riverwalk Gaborone, Botswana, Tel +267 3555375, Email
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Ngayo MO, Oluka M, Kwena ZA, Bulimo WD, Okalebo FA. Effects of cytochrome P450 2B6 and constitutive androstane receptor genetic variation on Efavirenz plasma concentrations among HIV patients in Kenya. PLoS One 2022; 17:e0260872. [PMID: 35235559 PMCID: PMC8890732 DOI: 10.1371/journal.pone.0260872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Accepted: 11/18/2021] [Indexed: 11/18/2022] Open
Abstract
The effects of genetic variation of cytochrome P450 2B6 (CYP2B6) and constitutive androstane receptor (CAR) on efavirenz (EFV) plasma concentration was evaluated among 312 HIV patients in Nairobi Kenya. The EFV plasma concentration at steady-state were determined using ultra-high-performance liquid chromatography with a tandem quadruple mass spectrometer (LC-MS/MS). Thirteen CYP2B6 (329G>T, 341T>C, 444 G>T/C, 15582C>T, 516G>T, 548T>G, 637T>C, 785A>G, 18492C>T, 835G>C, 1459C>T and 21563C>T) and one CAR (540C>T) single nucleotide polymorphisms (SNPs) were genotyped using real-time polymerase chain reaction. HIV drug resistance mutations were detected using an in-house genotypic assay. The EFV concentration of patients ranged from 4 ng/mL to 332697 ng/mL (median 2739.5 ng/mL, IQR 1878–4891.5 ng/mL). Overall, 22% patients had EFV concentrations beyond therapeutic range of 1000–4000 ng/mL (4.5%% < 1000 ng/mL and 31.7% > 4000 ng/mL). Five SNPs (15582C>T, 516G>T, 785A>G, 983T>C and 21563C>T) were associated with higher EFV plasma concentration while 18492C>T with lower EFV plasma concentration (p<0.05). Strong linkage disequilibrium (LD) was observed for 15582C>T, 516G>T, 785A>G, 18492C>T, 983T>C, 21563C>T, 1459C>T and CAR 540C>T. Sixteen haplotypes were observed and CTGCTTCC, CTGCTTCT, TTGCTTCT and CGACCCCT were associated with high EFV plasma concentration. In multivariate analysis, factors significantly associated with EFV plasma concentration included; the presence of skin rash (β = 1379, 95% confidence interval (CI) = 3216.9–3416.3; p < 0.039), T allele of CYP2B6 516G>T (β = 1868.9, 95% CI 3216.9–3416.3; p < 0.018), the C allele of CYP2B6 983T>C (β = 2638.3, 95% CI = 1348–3929; p < 0.0001), T allele of CYP2B6 21563C>T (β = 1737, 95% CI = 972.2–2681.9; p < 0.0001) and the presence of 5 to 7 numbers of SNPs per patient (β = 570, 95% CI = 362–778; p < 0.0001) and HIV viral load ≤1000 cells/mL (β = -4199.3, 95% CI = -7914.9 –-483.6; p = 0.027). About 36.2% of the patients had EFV plasma concentrations beyond therapeutic window, posing high risk of treatment failure or toxicity. The SNPs of CYP2B6 516G>T, CYP2B6 983T>C, 21563C>T, presence of higher numbers of SNPs per patient and haplotypes CTGCTTCC, CTGCTTCT, TTGCTTCT and CGACCCCT could efficiently serves as genetic markers for EFV plasma concentration and could guide personalization of EFV based ART treatment in Kenya.
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Affiliation(s)
- Musa Otieno Ngayo
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
- Department of Pharmacology and Pharmacognosy, School of Pharmacy, University of Nairobi, Nairobi, Kenya
- * E-mail:
| | - Margaret Oluka
- Department of Pharmacology and Pharmacognosy, School of Pharmacy, University of Nairobi, Nairobi, Kenya
| | - Zachari Arochi Kwena
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Wallace Dimbuson Bulimo
- Department of Biochemistry, School of Biological and Physical Sciences, University of Nairobi, Nairobi, Kenya
| | - Faith Apolot Okalebo
- Department of Pharmacology and Pharmacognosy, School of Pharmacy, University of Nairobi, Nairobi, Kenya
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Polymorphisms at CYP enzymes, NR1I2 and NR1I3 in association with virologic response to antiretroviral therapy in Brazilian HIV-positive individuals. THE PHARMACOGENOMICS JOURNAL 2022; 22:33-38. [PMID: 34504302 DOI: 10.1038/s41397-021-00254-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 08/17/2021] [Accepted: 08/26/2021] [Indexed: 02/07/2023]
Abstract
Virologic failure of antiretroviral therapy (ART) may be explained by single nucleotide polymorphisms (SNPs) in drug absorption and metabolism genes. Here, we characterized the associations between polymorphisms in cytochrome P450 enzymes' genes CYP2B6 and CYP3A4/A5, nuclear receptor genes NR1I2/3, and initial ART efficacy among 203 HIV-positive individuals from Rio de Janeiro. Association between SNPs and virologic control was evaluated after 6 and 12 months of follow-up using Cox regression models. The SNP rs2307424 (NR1I3) was associated with increased virologic response after 12 months of treatment, while rs1523127 (NR1I2), rs3003596, and rs2502815 (NR1I3) were associated with decreased response. Increased virologic response after 12 months (adjHR = 1.54; p = 0.02) was also observed among carriers of the NR1I3 haplotype rs2502815G-rs3003596A-rs2307424A versus the reference haplotype G-A-G. Our results suggest that NR1I2 and NR1I3 variants are associated with virologic responses to ART among Brazilians.
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Ngayo MO, Oluka M, Bulimo WD, Okalebo FA. Association between social psychological status and efavirenz and nevirapine plasma concentration among HIV patients in Kenya. Sci Rep 2021; 11:22071. [PMID: 34764325 PMCID: PMC8585942 DOI: 10.1038/s41598-021-01345-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 10/25/2021] [Indexed: 11/09/2022] Open
Abstract
HIV-related stigma, lack of disclosure and social support are still hindrances to HIV testing, care, and prevention. We assessed the association of these social-psychological statuses with nevirapine (NVP) and efavirenz (EFV) plasma concentrations among HIV patients in Kenya. Blood samples were obtained from 254 and 312 consenting HIV patients on NVP- and EFV-based first-line antiretroviral therapy (ART), respectively, and a detailed structured questionnaire was administered. The ARV plasma concentration was measured by liquid chromatography-tandem mass spectrometry (LC-MS/MS). There were 68.1% and 65.4% of the patients on NVP and EFV, respectively, who did not feel guilty for being HIV positive. The disclosure rates were approximately 96.1% and 94.6% of patients on NVP and EFV, respectively. Approximately 85% and 78.2% of patients on NVP and EFV, respectively, received social support as much as needed. There were 54.3% and 14.2% compared to 31.7% and 4.5% patients on NVP and EFV, respectively, with supratherapeutic and suboptimal plasma concentrations. Multivariate quantile regression analysis showed that feeling guilty for being HIV positive was associated with increased 954 ng/mL NVP plasma concentrations (95% CI 192.7 to 2156.6; p = 0.014) but not associated with EFV plasma concentrations (adjusted β = 347.7, 95% CI = - 153.4 to 848.7; p = 0.173). Feeling worthless for being HIV positive was associated with increased NVP plasma concentrations (adjusted β = 852, 95% CI = 64.3 to 1639.7; p = 0.034) and not with EFV plasma concentrations (adjusted β = - 143.3, 95% CI = - 759.2 to 472.5; p = 0.647). Being certain of telling the primary sexual partner about HIV-positive status was associated with increased EFV plasma concentrations (adjusted β 363, 95% CI, 97.9 to 628.1; p = 0.007) but not with NVP plasma concentrations (adjusted β = 341.5, 95% CI = - 1357 to 2040; p = 0.692). Disclosing HIV status to neighbors was associated with increased NVP plasma concentrations (adjusted β = 1731, 95% CI = 376 to 3086; p = 0.012) but not with EFV plasma concentrations (adjusted β = - 251, 95% CI = - 1714.1 to 1212.1; p = 0.736). Obtaining transportation to the hospital whenever needed was associated with a reduction in NVP plasma concentrations (adjusted β = - 1143.3, 95% CI = - 1914.3 to - 372.4; p = 0.004) but not with EFV plasma concentrations (adjusted β = - 6.6, 95% CI = - 377.8 to 364.7; p = 0.972). HIV stigma, lack disclosure and inadequate social support are still experienced by HIV-infected patients in Kenya. A significant proportion of patients receiving the NVP-based regimen had supra- and subtherapeutic plasma concentrations compared to EFV. Social-psychological factors negatively impact adherence and are associated with increased NVP plasma concentration compared to EFV.
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Affiliation(s)
- Musa Otieno Ngayo
- Centre of Microbiology Research, Kenya Medical Research Institute, Complex off Ngong Road Box, Nairobi, 19464-00202, Kenya. .,Department of Pharmacology and Pharmacognosy, University of Nairobi, Nairobi, Kenya.
| | - Margaret Oluka
- grid.10604.330000 0001 2019 0495Department of Pharmacology and Pharmacognosy, University of Nairobi, Nairobi, Kenya
| | - Wallace Dimbuson Bulimo
- grid.10604.330000 0001 2019 0495Department of Biochemistry, University of Nairobi, Nairobi, Kenya
| | - Faith Apolot Okalebo
- grid.10604.330000 0001 2019 0495Department of Pharmacology and Pharmacognosy, University of Nairobi, Nairobi, Kenya
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Maseng MJ, Tawe L, Thami PK, Seatla KK, Moyo S, Martinelli A, Kasvosve I, Novitsky V, Essex M, Russo G, Gaseitsiwe S, Paganotti GM. Association of CYP2B6 Genetic Variation with Efavirenz and Nevirapine Drug Resistance in HIV-1 Patients from Botswana. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2021; 14:335-347. [PMID: 33758532 PMCID: PMC7981136 DOI: 10.2147/pgpm.s289471] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 02/22/2021] [Indexed: 12/11/2022]
Abstract
Purpose CYP2B6 liver enzyme metabolizes the two non-nucleoside reverse transcriptase inhibitors Efavirenz (EFV) and Nevirapine (NVP) used in the antiretroviral therapy (ART) regimens for HIV-infected individuals. Polymorphisms of the CYP2B6 gene influence drug levels in plasma and possibly virological outcomes. The aim of this study was to explore the potential impact of CYP2B6 genotype and haplotype variation on the risk of developing EFV/NVP drug resistance mutations (DRMs) in HIV-1 patients receiving EFV-/NVP-containing regimens in Botswana. Patients and Methods Participants were a sub-sample of a larger study (Tshepo study) conducted in Gaborone, Botswana, among HIV-infected individuals taking EFV/NVP containing ART. Study samples were retrieved and assigned to cases (with DRMs) and controls (without DRMs). Four single-nucleotide polymorphisms (SNPs) in the CYP2B6 gene (−82T>C; 516G>T; 785A>G; 983T>C) were genotyped, the haplotypes reconstructed, and the metabolic score assigned. The possible association between drug resistance and several independent factors (baseline characteristics and CYP2B6 genotypes) was assessed by Binary Logistic Regression (BLR) analysis. EFV/NVP resistance status and CYP2B6 haplotypes were also analyzed using Z-test, chi-square and Fisher’s exact test statistics. Results Two hundred and twenty-seven samples were analysed (40 with DRMs, 187 without DRMs). BLR analysis showed an association between EFV/NVP resistance and CYP2B6 516G allele (OR: 2.26; 95% CI: 1.27–4.01; P=0.005). Moreover, haplotype analysis revealed that the proportion of EFV/NVP-resistant infections was higher among CYP2B6 fast than extensive/slow metabolizers (30.8% vs 16.8%; P=0.035), with the 516G allele more represented in the haplotypes of fast than extensive/slow metabolizers (100.0% vs 53.8%; P<0.001). Conclusion We demonstrated that the CYP2B6 516G allele, and even more when combined in fast metabolic haplotypes, is associated with the presence of EFV/NVP resistance, strengthening the need to assess the CYP2B6 genetic profiles in HIV-infected patients in order to improve the virologic outcomes of NNRTI containing ART.
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Affiliation(s)
- Monkgomotsi J Maseng
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana.,Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
| | - Leabaneng Tawe
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana.,Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana.,Botswana-University of Pennsylvania Partnership, Gaborone, Botswana
| | - Prisca K Thami
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana.,Division of Human Genetics, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Kaelo K Seatla
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana.,Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
| | - Sikhulile Moyo
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana.,Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, MA, USA
| | | | - Ishmael Kasvosve
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone, Botswana
| | - Vladimir Novitsky
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana.,Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, MA, USA
| | - Max Essex
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana.,Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, MA, USA
| | - Gianluca Russo
- Department of Public Health and Infectious Disease, Faculty of Medicine, Sapienza University of Rome, Rome, Italy
| | - Simani Gaseitsiwe
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana.,Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, MA, USA
| | - Giacomo M Paganotti
- Botswana-University of Pennsylvania Partnership, Gaborone, Botswana.,Division of Infectious Diseases, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Biomedical Sciences, Faculty of Medicine, University of Botswana, Gaborone, Botswana
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Nguefeu Nkenfou C, Atogho Tiedeu B, Nguefeu Nkenfou C, Nji AM, Chedjou JP, Tah Fomboh C, Kouanfack C, Mbacham WF. Adverse Drug Reactions Associated with CYP 2B6 Polymorphisms in HIV/AIDS-Treated Patients in Yaoundé, Cameroon. Appl Clin Genet 2019; 12:261-268. [PMID: 31920362 PMCID: PMC6941599 DOI: 10.2147/tacg.s226318] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 11/23/2019] [Indexed: 01/04/2023] Open
Abstract
PURPOSE The metabolism of antiretroviral drugs is subject to individual variations of the CYP 2B6 gene. The objective of this study was to evaluate the prevalence of CYP 2B6 516 G>T and 983 T>C polymorphisms and investigate their association with the development of adverse drug reactions (ADRs) in people living with HIV/AIDS in Cameroon. PATIENTS AND METHODS A total number of 122 patients, attending the Yaoundé Central Hospital HIV Day Clinic, consented to take part in this study. Blood specimens were collected and DNA was extracted using the Chelex method. Polymerase Chain Reaction-Restriction Fragment Length Polymorphism (PCR-RFLP) was performed for the detection of CYP 2B6 Single-Nucleotide Polymorphisms (SNPs). Genotype frequencies were compared between groups with or without ADRs. Logistic regression analysis was performed to assess association between genotype and adverse effects of antiretroviral therapy (ART). RESULTS Three types of metabolizers were identified: extensive, intermediate and slow. For the 516G>T polymorphism, prevalences of 8.2% GG, 65.6% GT and 26.2% TT were obtained. For the 983T>C polymorphism, 89.3% TT, 4.1% CT and 6.6% CC prevalences were obtained. Those homozygous for the wild-type allele (516GG) were less likely to develop ADR with a statistically significant difference (OR=0.885, P=0.029). For the CYP2B6 T983C SNP, homozygous mutants (CC) may present a higher risk (threefold) of developing adverse reactions (OR=2.677, P=0.164). CONCLUSION These findings demonstrate that ADRs among HIV/AIDS patients under ART may be associated with the genetic variability of the metabolizing enzyme CYP 2B6. Genotyping for this gene may guide the better administration of Efavirenz and Nevirapine to Cameroonian patients.
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Affiliation(s)
- Carine Nguefeu Nkenfou
- Department of Biochemistry, Faculty of Science, University of Yaoundé I, Yaoundé, Cameroon
- The Biotechnology Center, University of Yaoundé I, Yaoundé, Cameroon
| | - Barbara Atogho Tiedeu
- Department of Biochemistry, Faculty of Science, University of Yaoundé I, Yaoundé, Cameroon
- The Biotechnology Center, University of Yaoundé I, Yaoundé, Cameroon
| | - Celine Nguefeu Nkenfou
- Systems Biology, Chantal Biya’ International Reference Centre for Research on HIV and AIDS Prevention and Management (CBIRC), Yaoundé, Cameroon
- Department of Biology, Higher Teachers’ Training College, University of Yaoundé I, Yaoundé, Cameroon
- Molecular Biology Center Yaoundé, Yaoundé, Cameroon
| | - Akindeh M Nji
- Department of Biochemistry, Faculty of Science, University of Yaoundé I, Yaoundé, Cameroon
- The Biotechnology Center, University of Yaoundé I, Yaoundé, Cameroon
| | - Jean Paul Chedjou
- Department of Biochemistry, Faculty of Science, University of Yaoundé I, Yaoundé, Cameroon
- The Biotechnology Center, University of Yaoundé I, Yaoundé, Cameroon
| | - Calvino Tah Fomboh
- The Biotechnology Center, University of Yaoundé I, Yaoundé, Cameroon
- Catholic University of Yaoundé (UCAC), Yaoundé, Cameroon
| | - Charles Kouanfack
- Day Care Unit, Central Hospital Yaoundé, Yaoundé, Cameroon
- Department of Public Health, Faculty of Medicine and Pharmaceutical Sciences, University of Dschang, Dschang, Cameroon
| | - Wilfred F Mbacham
- Department of Biochemistry, Faculty of Science, University of Yaoundé I, Yaoundé, Cameroon
- The Biotechnology Center, University of Yaoundé I, Yaoundé, Cameroon
- Department of Public Health, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, Yaoundé, Cameroon
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9
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Weld ED, Dooley KE. State-of-the-Art Review of HIV-TB Coinfection in Special Populations. Clin Pharmacol Ther 2018; 104:1098-1109. [PMID: 30137652 DOI: 10.1002/cpt.1221] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Accepted: 08/14/2018] [Indexed: 12/17/2022]
Abstract
Children and pregnant and postpartum women experience an undue burden of HIV-associated tuberculosis (TB), but data are lacking on key aspects of their complex management. Often excluded from clinical trials, they are left with limited options for HIV-TB cotreatment. This review will focus on pharmacologic aspects of the treatment of HIV-TB coinfection in the special populations of children and pregnant and postpartum women. Pharmacogenomic considerations, rational dosing, drug-drug interactions, safety, immune reconstitution inflammatory syndrome, and ethical and policy aspects of the inclusion of special populations in research will be surveyed. Considerations related to the treatment of both HIV-associated TB disease and HIV-associated latent TB infection will be summarized. Relevant knowledge gaps and research priorities in special populations will be outlined.
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Affiliation(s)
- Ethel D Weld
- Division of Clinical Pharmacology, Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kelly E Dooley
- Division of Clinical Pharmacology, Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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10
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Stillemans G, Belkhir L, Hesselink DA, Haufroid V, Elens L. Pharmacogenetic associations with cytochrome P450 in antiretroviral therapy: what does the future hold? Expert Opin Drug Metab Toxicol 2018; 14:601-611. [PMID: 29775551 DOI: 10.1080/17425255.2018.1478964] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
INTRODUCTION Several antiretroviral drugs used to treat infection with the human immunodeficiency virus (HIV) are substrates of enzymes belonging to the cytochrome P450 (CYP) superfamily, which are polymorphically expressed. It may therefore be useful to take into account the genetic variation in these enzymes to predict the likelihood of anti-HIV treatment success, toxicity and the potential for drug-drug interactions. Areas covered: In this manuscript, the authors discuss the current state of knowledge regarding pharmacogenetic associations between CYP and all major antiretrovirals, as well as the importance of these associations. Expert opinion: While many pharmacogenetic associations for CYP have been described in the literature, replication studies are sometimes lacking. The implementation of this knowledge in clinical practice also remains difficult. Further efforts are required both to expand this field of knowledge and to enable its use in everyday clinical practice.
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Affiliation(s)
- Gabriel Stillemans
- a Integrated Pharmacometrics, Pharmacogenomics and Pharmacokinetics , Louvain Drug Research Institute, Université catholique de Louvain , Brussels , Belgium.,b Louvain centre for Toxicology and Applied Pharmacology, Institut de recherche expérimentale et clinique , Université catholique de Louvain , Brussels , Belgium
| | - Leila Belkhir
- b Louvain centre for Toxicology and Applied Pharmacology, Institut de recherche expérimentale et clinique , Université catholique de Louvain , Brussels , Belgium.,c AIDS Reference Center, Department of Internal Medicine , Cliniques universitaires Saint-Luc, Université catholique de Louvain , Brussels , Belgium
| | - Dennis A Hesselink
- d Department of Internal Medicine, Division of Nephrology and Transplantation and Rotterdam Transplant Group. Erasmus MC , University Medical Center Rotterdam , Rotterdam , The Netherlands
| | - Vincent Haufroid
- b Louvain centre for Toxicology and Applied Pharmacology, Institut de recherche expérimentale et clinique , Université catholique de Louvain , Brussels , Belgium.,e Department of Clinical Chemistry , Cliniques universitaires Saint-Luc , Brussels , Belgium
| | - Laure Elens
- a Integrated Pharmacometrics, Pharmacogenomics and Pharmacokinetics , Louvain Drug Research Institute, Université catholique de Louvain , Brussels , Belgium.,b Louvain centre for Toxicology and Applied Pharmacology, Institut de recherche expérimentale et clinique , Université catholique de Louvain , Brussels , Belgium
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11
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Tawe L, Motshoge T, Ramatlho P, Mutukwa N, Muthoga CW, Dongho GBD, Martinelli A, Peloewetse E, Russo G, Quaye IK, Paganotti GM. Human cytochrome P450 2B6 genetic variability in Botswana: a case of haplotype diversity and convergent phenotypes. Sci Rep 2018; 8:4912. [PMID: 29559695 PMCID: PMC5861095 DOI: 10.1038/s41598-018-23350-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Accepted: 03/09/2018] [Indexed: 01/11/2023] Open
Abstract
Identification of inter-individual variability for drug metabolism through cytochrome P450 2B6 (CYP2B6) enzyme is important for understanding the differences in clinical responses to malaria and HIV. This study evaluates the distribution of CYP2B6 alleles, haplotypes and inferred metabolic phenotypes among subjects with different ethnicity in Botswana. A total of 570 subjects were analyzed for CYP2B6 polymorphisms at position 516 G > T (rs3745274), 785 A > G (rs2279343) and 983 T > C (rs28399499). Samples were collected in three districts of Botswana where the population belongs to Bantu (Serowe/Palapye and Chobe) and San-related (Ghanzi) ethnicity. The three districts showed different haplotype composition according to the ethnic background but similar metabolic inferred phenotypes, with 59.12%, 34.56%, 2.10% and 4.21% of the subjects having, respectively, an extensive, intermediate, slow and rapid metabolic profile. The results hint at the possibility of a convergent adaptation of detoxifying metabolic phenotypes despite a different haplotype structure due to the different genetic background. The main implication is that, while there is substantial homogeneity of metabolic inferred phenotypes among the country, the response to drugs metabolized via CYP2B6 could be individually associated to an increased risk of treatment failure and toxicity. These are important facts since Botswana is facing malaria elimination and a very high HIV prevalence.
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Affiliation(s)
- Leabaneng Tawe
- University of Botswana, Department of Medical Laboratory Sciences, Gaborone, Botswana.,Botswana-University of Pennsylvania Partnership, Gaborone, Botswana.,Sub-Saharan African Network for TB/HIV Research Excellence at Botswana-Harvard Partnership, Gaborone, Botswana
| | - Thato Motshoge
- University of Botswana, Department of Biological Sciences, Gaborone, Botswana
| | - Pleasure Ramatlho
- University of Botswana, Department of Biological Sciences, Gaborone, Botswana
| | - Naledi Mutukwa
- University of Botswana, Department of Pathology, Gaborone, Botswana
| | | | - Ghyslaine Bruna Djeunang Dongho
- Sapienza University of Rome, Department of Infectious Diseases and Public Health, Rome, Italy.,Evangelical University of Cameroon, Department of Biomedical Sciences, Bandjoun, Cameroon
| | - Axel Martinelli
- Global Institution for Collaborative Research and Education, Hokkaido University, Sapporo, Japan.,King Abdullah University of Science and Technology, Biological and Environmental Sciences and Engineering Division, Thuwal, Saudi Arabia
| | - Elias Peloewetse
- University of Botswana, Department of Biological Sciences, Gaborone, Botswana
| | - Gianluca Russo
- Sapienza University of Rome, Department of Infectious Diseases and Public Health, Rome, Italy
| | - Isaac Kweku Quaye
- University of Namibia, Department of Biochemistry, Windhoek, Namibia
| | - Giacomo Maria Paganotti
- Botswana-University of Pennsylvania Partnership, Gaborone, Botswana. .,University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA. .,University of Botswana, Department of Biomedical Sciences, Gaborone, Botswana.
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12
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Gopalan BP, Mehta K, D'souza RR, Rajnala N, A. K. HK, Ramachandran G, Shet A. Sub-therapeutic nevirapine concentration during antiretroviral treatment initiation among children living with HIV: Implications for therapeutic drug monitoring. PLoS One 2017; 12:e0183080. [PMID: 28827836 PMCID: PMC5565187 DOI: 10.1371/journal.pone.0183080] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Accepted: 07/29/2017] [Indexed: 12/04/2022] Open
Abstract
Nevirapine, a component of antiretroviral therapy (ART) in resource-limited settings, known for auto-induction of metabolism, is initiated at half therapeutic dose until day 14 (‘lead-in period’), and subsequently escalated to full dose. However, studies have shown that this dosing strategy based on adult studies may not be appropriate in children, given that younger children have higher drug clearance rates. In this prospective cohort study, we studied trough plasma nevirapine levels by high performance liquid chromatography (HPLC) at days 7, 14 (lead-in period) and 28 (full dose period) after ART initiation amongst HIV-1 infected children initiating nevirapine-based ART in southern India. Among the 20 children (50% male, median age 9 years) included in the study, sub-therapeutic trough plasma nevirapine concentration (<4μg/ml) was seen in 65% (13/20) of children during the lead-in period within two weeks of ART initiation and among 10% of children at 4 weeks during full-dose nevirapine. Adherence was documented as ≥95% in all children by both caregiver self-report and pill count. Median nevirapine concentrations achieved at week 1 was 4.8 μg/ml, significantly lower than 8 μg/ml, the concentration achieved at week 4 (p = 0.034). Virological failure at one year of ART was observed in six children, and was not associated with median nevirapine concentration achieved during week 1, 2 or 4. We conclude that the dose escalation strategy currently practiced among young children living with HIV-1 resulted in significant subtherapeutic nevirapine concentration (≤4μg/ml) during the lead-in period. We call for a closer look at pediatric-focused dosing strategies for nevirapine initiation in young children. Further studies to establish age-appropriate threshold nevirapine concentration are warranted in young children to corroborate the role of therapeutic drug monitoring in predicting virological outcome.
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Affiliation(s)
- Bindu Parachalil Gopalan
- Division of Infectious Diseases, St. John’s Research Institute, St. John’s National Academy of Health Sciences, Bangalore, Karnataka, India
- The Institute Of Trans-Disciplinary Health Sciences and Technology (TDU), Bangalore, Karnataka, India
| | - Kayur Mehta
- Department of Pediatrics, St. John's Medical College Hospital, Bangalore, Karnataka, India
| | - Reena R. D'souza
- Division of Infectious Diseases, St. John’s Research Institute, St. John’s National Academy of Health Sciences, Bangalore, Karnataka, India
| | - Niharika Rajnala
- Division of Infectious Diseases, St. John’s Research Institute, St. John’s National Academy of Health Sciences, Bangalore, Karnataka, India
| | - Hemanth Kumar A. K.
- National Institute for Research in Tuberculosis (Indian Council of Medical Research), Chennai, Tamil Nadu, India
| | - Geetha Ramachandran
- National Institute for Research in Tuberculosis (Indian Council of Medical Research), Chennai, Tamil Nadu, India
| | - Anita Shet
- Division of Infectious Diseases, St. John’s Research Institute, St. John’s National Academy of Health Sciences, Bangalore, Karnataka, India
- * E-mail:
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13
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Neary M, Lamorde M, Olagunju A, Darin KM, Merry C, Byakika-Kibwika P, Back DJ, Siccardi M, Owen A, Scarsi KK. The Effect of Gene Variants on Levonorgestrel Pharmacokinetics When Combined With Antiretroviral Therapy Containing Efavirenz or Nevirapine. Clin Pharmacol Ther 2017; 102:529-536. [PMID: 28187506 DOI: 10.1002/cpt.667] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Revised: 01/16/2017] [Accepted: 02/04/2017] [Indexed: 12/31/2022]
Abstract
Reduced levonorgestrel concentrations from the levonorgestrel contraceptive implant was previously seen when given concomitantly with efavirenz. We sought to assess whether single nucleotide polymorphisms (SNPs) in genes involved in efavirenz and nevirapine metabolism were linked to these changes in levonorgestrel concentration. SNPs in CYP2B6, CYP2A6, NR1I2, and NR1I3 were analyzed. Associations of participant demographics and genotype with levonorgestrel pharmacokinetics were evaluated in HIV-positive women using the levonorgestrel implant plus efavirenz- or nevirapine-based antiretroviral therapy (ART), in comparison to ART-naïve women using multivariate linear regression. Efavirenz group: CYP2B6 516G>T was associated with lower levonorgestrel log10 Cmax and log10 AUC. CYP2B6 15582C>T was associated with lower log10 AUC. Nevirapine group: CYP2B6 516G>T was associated with higher log10 Cmax and lower log10 Cmin . Pharmacogenetic variations influenced subdermal levonorgestrel pharmacokinetics in HIV-positive women, indicating that the magnitude of the interaction with non-nucleoside reverse transcriptase inhibitors (NNRTIs) is influenced by host genetics.
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Affiliation(s)
- M Neary
- Molecular and Clinical Pharmacology, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - M Lamorde
- Infectious Diseases Institute, Makerere University College of Health Sciences, Kampala, Uganda
| | - A Olagunju
- Faculty of Pharmacy, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - K M Darin
- Center for Global Health, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - C Merry
- Department of Medicine, Trinity College Dublin, Dublin, Ireland
| | - P Byakika-Kibwika
- Infectious Diseases Institute, Makerere University College of Health Sciences, Kampala, Uganda
| | - D J Back
- Molecular and Clinical Pharmacology, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - M Siccardi
- Molecular and Clinical Pharmacology, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - A Owen
- Molecular and Clinical Pharmacology, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - K K Scarsi
- Department of Pharmacy Practice, College of Pharmacy, University of Nebraska Medical Center, Omaha, Nebraska, USA
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14
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Pharmacogenomic implications of the evolutionary history of infectious diseases in Africa. THE PHARMACOGENOMICS JOURNAL 2016; 17:112-120. [PMID: 27779243 PMCID: PMC5380847 DOI: 10.1038/tpj.2016.78] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Revised: 07/06/2016] [Accepted: 07/19/2016] [Indexed: 12/20/2022]
Abstract
As the common birthplace of all human populations, modern humans have lived longer on the African continent than in any other geographical region of the world. This long history, along with the evolutionary need to adapt to environmental challenges such as exposure to infectious agents, has led to greater genetic variation in Africans. The vast genetic variation in Africans also extends to genes involved in the absorption, distribution, metabolism and excretion of pharmaceuticals. Ongoing cataloging of these clinically relevant variants reveals huge allele-frequency differences within and between African populations. Here, we examine Africa's large burden of infectious disease, discuss key examples of known genetic variation modulating disease risk, and provide examples of clinically relevant variants critical for establishing dosing guidelines. We propose that a more systematic characterization of the genetic diversity of African ancestry populations is required if the current benefits of precision medicine are to be extended to these populations.
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