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Mehta G, Sharma A, Arora SK. Human Immunodeficiency Virus-1 Subtype-C Genetically Diversify to Acquire Higher Replication Competence in Human Host with Comorbidities. AIDS Res Hum Retroviruses 2021; 37:391-398. [PMID: 33238722 DOI: 10.1089/aid.2020.0118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Unusual disease progression is observed in the HIV-1 infected patients who are either coinfected with Mycobacterium tuberculosis (Mtb) or concomitantly on intravenous drug use (IDU). The mechanism involved in the breakdown of host immune defense and the synergistic effect in both the conditions are still not well understood. In this study, we aimed to highlight the emergence of genetically diversified variants of virus in these two cohorts among HIV-1 subtype-C infected population from a Northern state of India. A cross-sectional study was performed on treatment-naïve HIV-1 subtype-C infected individuals constituting three different cohorts of HIV-1 monoinfected, HIV-1-M. tuberculosis (HIV-TB) coinfected, and HIV-1 infected individuals on substance abuse (HIV-IDU) for acquisition of genetic alterations in terms of frequency of drug resistance (DR) mutations in reverse transcriptase gene. The data reveal a significantly higher viral load, higher death rate, and higher frequency of major DR mutations in the genome of viral isolates from HIV-TB and HIV-IDU cohorts as compared with HIV monoinfected. Majority of the mutations found in the HIV-TB coinfected and HIV-IDU cohorts conferred high level of resistance to the first-line treatment regimen (Lamivudine with Tenofovir or zidovudine or Abacavir and Nevirapine or Efavirenz). Our findings support the hypothesis that the HIV-1 evolve while replicating in the host with Mtb coinfection or substance abuse, with the emergence and accumulation of genetically diversified quasi-species. Further studies are warranted to understand the association of such genetic variations with increased replication competence and faster rate of disease progression in such individuals.
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Affiliation(s)
- Gurleen Mehta
- Department of Immunopathology and Postgraduate Institute of Medical Education & Research (PGIMER), Chandigarh, India
| | - Aman Sharma
- Department of Internal Medicine, Postgraduate Institute of Medical Education & Research (PGIMER), Chandigarh, India
| | - Sunil K. Arora
- Department of Immunopathology and Postgraduate Institute of Medical Education & Research (PGIMER), Chandigarh, India
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2
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Maswabi K, Ajibola G, Bennett K, Capparelli EV, Jean-Philippe P, Moyo S, Mohammed T, Batlang O, Sakoi M, Lockman S, Makhema J, Lichterfeld M, Kuritzkes DR, Hughes MD, Shapiro RL. Safety and Efficacy of Starting Antiretroviral Therapy in the First Week of Life. Clin Infect Dis 2021; 72:388-393. [PMID: 31927562 PMCID: PMC7850532 DOI: 10.1093/cid/ciaa028] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Accepted: 01/10/2020] [Indexed: 01/24/2023] Open
Abstract
Background Early antiretroviral therapy (ART) is recommended for infants with human immunodeficiency virus (HIV) infection. However, few antiretroviral options are available for neonates. Methods The Early Infant Treatment Study in Botswana tested HIV-exposed infants within 96 hours of birth, and HIV-infected infants started nevirapine (NVP) 6 mg/kg twice daily, zidovudine (ZDV), and lamivudine (3TC) at age < 7 days. NVP trough concentrations were tested at 1 and 2 weeks. NVP was switched to ritonavir-boosted lopinavir (LPV/r) at week 2, 3, 4, or 5 according to delivery gestational age. Results Forty HIV-infected infants started ART at median age 2 days (range, 1–5 days). NVP trough concentrations were highly variable and below therapeutic target (3000 ng/mL) for 50% of 2-week measurements; concentrations did not correlate with viral decline at weeks 2, 4, or 12. Two deaths unrelated to ART occurred through 24 weeks. Only 1 unscheduled treatment modification was required. Within 4 weeks of transition to LPV/r, 9 (22.5%) had transient HIV RNA increases, likely due to poor LPV/r palatability. At 12 weeks, 22 (55%) of 40 were <40 copies/mL (93% <400 copies/mL); by 24 weeks, 27 of 38 (71%) were < 40 copies/mL (84% < 400 copies/mL). HIV-1 RNA response at 12 and 24 weeks did not differ by baseline HIV RNA or other factors. Conclusions NVP/ZDV/3TC started in the first week of life was safe and effective, even when trough NVP levels were below target. Transient viral increases occurred following transition to LPV/r, but by 12 and 24 weeks most children achieved and maintained viral suppression. Clinical Trials Registration NCT02369406.
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Affiliation(s)
- Kenneth Maswabi
- Botswana-Harvard AIDS Institute Partnership, LLC, Gaborone, Botswana
| | - Gbolahan Ajibola
- Botswana-Harvard AIDS Institute Partnership, LLC, Gaborone, Botswana
| | - Kara Bennett
- Bennett Statistical Consulting, Inc, Ballston Lake, New York, USA
| | | | | | - Sikhulile Moyo
- Botswana-Harvard AIDS Institute Partnership, LLC, Gaborone, Botswana.,Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Terence Mohammed
- Botswana-Harvard AIDS Institute Partnership, LLC, Gaborone, Botswana
| | - Oganne Batlang
- Botswana-Harvard AIDS Institute Partnership, LLC, Gaborone, Botswana
| | - Maureen Sakoi
- Botswana-Harvard AIDS Institute Partnership, LLC, Gaborone, Botswana
| | - Shahin Lockman
- Botswana-Harvard AIDS Institute Partnership, LLC, Gaborone, Botswana.,Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA.,Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Joseph Makhema
- Botswana-Harvard AIDS Institute Partnership, LLC, Gaborone, Botswana.,Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Mathias Lichterfeld
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Daniel R Kuritzkes
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Michael D Hughes
- Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Roger L Shapiro
- Botswana-Harvard AIDS Institute Partnership, LLC, Gaborone, Botswana.,Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
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3
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Günthard HF, Calvez V, Paredes R, Pillay D, Shafer RW, Wensing AM, Jacobsen DM, Richman DD. Human Immunodeficiency Virus Drug Resistance: 2018 Recommendations of the International Antiviral Society-USA Panel. Clin Infect Dis 2020; 68:177-187. [PMID: 30052811 PMCID: PMC6321850 DOI: 10.1093/cid/ciy463] [Citation(s) in RCA: 124] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Accepted: 05/28/2018] [Indexed: 12/16/2022] Open
Abstract
Background Contemporary antiretroviral therapies (ART) and management strategies have diminished both human immunodeficiency virus (HIV) treatment failure and the acquired resistance to drugs in resource-rich regions, but transmission of drug-resistant viruses has not similarly decreased. In low- and middle-income regions, ART roll-out has improved outcomes, but has resulted in increasing acquired and transmitted resistances. Our objective was to review resistance to ART drugs and methods to detect it, and to provide updated recommendations for testing and monitoring for drug resistance in HIV-infected individuals. Methods A volunteer panel of experts appointed by the International Antiviral (formerly AIDS) Society–USA reviewed relevant peer-reviewed data that were published or presented at scientific conferences. Recommendations were rated according to the strength of the recommendation and quality of the evidence, and reached by full panel consensus. Results Resistance testing remains a cornerstone of ART. It is recommended in newly-diagnosed individuals and in patients in whom ART has failed. Testing for transmitted integrase strand-transfer inhibitor resistance is currently not recommended, but this may change as more resistance emerges with widespread use. Sanger-based and next-generation sequencing approaches are each suited for genotypic testing. Testing for minority variants harboring drug resistance may only be considered if treatments depend on a first-generation nonnucleoside analogue reverse transcriptase inhibitor. Different HIV-1 subtypes do not need special considerations regarding resistance testing. Conclusions Testing for HIV drug resistance in drug-naive individuals and in patients in whom antiretroviral drugs are failing, and the appreciation of the role of testing, are crucial to the prevention and management of failure of ART.
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Affiliation(s)
- Huldrych F Günthard
- University Hospital Zürich and Institute of Medical Virology, University of Zurich, Switzerland
| | - Vincent Calvez
- Pierre et Marie Curie University and Pitié-Salpêtriere Hospital, Paris, France
| | - Roger Paredes
- Infectious Diseases Service and IrsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Badalona, Spain.,Africa Health Research Institute, KwaZulu Natal, South Africa
| | | | | | | | | | - Douglas D Richman
- Veterans Affairs San Diego Healthcare System and University of California San Diego
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4
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Mdanda S, Ntshangase S, Singh SD, Naicker T, Kruger HG, Baijnath S, Govender T. Mass spectrometric investigations into the brain delivery of abacavir, stavudine and didanosine in a rodent model. Xenobiotica 2019; 50:570-579. [PMID: 31403353 DOI: 10.1080/00498254.2019.1655605] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
HIV replication in the brain is unopposed due to reduced antiretroviral drug penetration into the central nervous system (CNS). Prevalence of HIV-associated neurocognitive disorder (HAND) has increased severely in patients living with HIV despite current treatments. The aims of this study were to evaluate the brain bio-distribution of alternative nucleoside reverse transcriptase inhibitors, abacavir, stavudine and didanosine in the CNS and to determine their localization patterns in the brain.Sprague-Dawley rats received 50 mg kg-1 single i.p dose of each drug. Mass spectrometric techniques were then used to investigate the pharmacokinetics and localization patterns of these drugs in the brain using LC-MS/MS and mass spectrometric imaging (MSI), respectively.Abacavir, stavudine and didanosine reached the Brain Cmax with concentration of 831.2, 1300 and 43.37 ngmL-1, respectively. Based on MSI analysis Abacavir and Stavudine were located in brain regions that are strongly implicated in the progression of HAND.Abacavir and Stavudine penetrated into CNS, reaching a Cmax that was above the IC50 for HIV (457.6 and 112.0 ngmL-1, respectively), however, it was noted ddI showed poor entry within the brain, therefore, it is recommended that this drug cannot be considered for treating CNS-HIV.
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Affiliation(s)
- Sipho Mdanda
- Catalysis and Peptide Research Unit, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
| | - Sphamandla Ntshangase
- Catalysis and Peptide Research Unit, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
| | | | - Tricia Naicker
- Catalysis and Peptide Research Unit, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
| | - Hendrik G Kruger
- Catalysis and Peptide Research Unit, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
| | - Sooraj Baijnath
- Catalysis and Peptide Research Unit, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
| | - Thavendran Govender
- Catalysis and Peptide Research Unit, University of KwaZulu-Natal, Westville Campus, Durban, South Africa.,Biomedical Resource Unit, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
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5
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Mutua G, Anzala O, Luhn K, Robinson C, Bockstal V, Anumendem D, Douoguih M. Safety and Immunogenicity of a 2-Dose Heterologous Vaccine Regimen With Ad26.ZEBOV and MVA-BN-Filo Ebola Vaccines: 12-Month Data From a Phase 1 Randomized Clinical Trial in Nairobi, Kenya. J Infect Dis 2019; 220:57-67. [PMID: 30796816 PMCID: PMC6548899 DOI: 10.1093/infdis/jiz071] [Citation(s) in RCA: 64] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Accepted: 02/20/2019] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND During the 2014 West African Ebola outbreak, Ebola vaccine development was accelerated. The phase 1 VAC52150EBL1003 study was performed to investigate 2-dose heterologous vaccination with Ad26.ZEBOV and MVA-BN-Filo in an African population located in a high-altitude setting in Nairobi, Kenya. METHODS Healthy adult volunteers were randomized to receive one of four 2-dose vaccination schedules. The first vaccination was administered at baseline (Ad26.ZEBOV or MVA-BN-Filo), followed by the second vaccination with the alternate vaccine after either 28 or 56 days. Each schedule had a placebo comparator group. The primary objective was to assess the safety and tolerability of these regimens. RESULTS Seventy-two volunteers were randomized into 4 groups of 18 (15 received vaccine, and 3 received placebo). The most frequent solicited systemic adverse event was headache (frequency, 50%, 61%, and 42% per dose for MVA-BN-Filo, Ad26.ZEBOV, and placebo, respectively). The most frequent solicited local AE was injection site pain (frequency, 78%, 63%, and 33% per dose for MVA-BN-Filo, Ad26.ZEBOV, and placebo, respectively). No differences in adverse events were observed among the different vaccine regimens. High levels of binding and neutralizing anti-Ebola virus glycoprotein antibodies were induced by all regimens and sustained to day 360 after the first dose. CONCLUSIONS Two-dose heterologous vaccination with Ad26.ZEBOV and MVA-BN-Filo was well tolerated and highly immunogenic against Ebola virus glycoprotein. CLINICAL TRIALS REGISTRATION NCT02376426.
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Affiliation(s)
- Gaudensia Mutua
- Kenya AIDS Vaccine Initiative Institute of Clinical Research, College of Health Sciences, University of Nairobi, Kenya
| | - Omu Anzala
- Kenya AIDS Vaccine Initiative Institute of Clinical Research, College of Health Sciences, University of Nairobi, Kenya
| | - Kerstin Luhn
- Janssen Vaccines and Prevention, Leiden, the Netherlands
| | | | - Viki Bockstal
- Janssen Vaccines and Prevention, Leiden, the Netherlands
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6
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Duwal S, Seeler D, Dickinson L, Khoo S, von Kleist M. The Utility of Efavirenz-based Prophylaxis Against HIV Infection. A Systems Pharmacological Analysis. Front Pharmacol 2019; 10:199. [PMID: 30918485 PMCID: PMC6424904 DOI: 10.3389/fphar.2019.00199] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Accepted: 02/18/2019] [Indexed: 11/13/2022] Open
Abstract
Pre-exposure prophylaxis (PrEP) is considered one of the five “pillars” by UNAIDS to reduce HIV transmission. Moreover, it is a tool for female self-protection against HIV, making it highly relevant to sub-Saharan regions, where women have the highest infection burden. To date, Truvada is the only medication for PrEP. However, the cost of Truvada limits its uptake in resource-constrained countries. Similarly, several currently investigated, patent-protected compounds may be unaffordable in these regions. We set out to explore the potential of the patent-expired antiviral efavirenz (EFV) as a cost-efficient PrEP alternative. A population pharmacokinetic model utilizing data from the ENCORE1 study was developed. The model was refined for metabolic autoinduction. We then explored EFV cellular uptake mechanisms, finding that it is largely determined by plasma protein binding. Next, we predicted the prophylactic efficacy of various EFV dosing schemes after exposure to HIV using a stochastic simulation framework. We predicted that plasma concentrations of 11, 36, 1287 and 1486ng/mL prevent 90% sexual transmissions with wild type and Y181C, K103N and G190S mutants, respectively. Trough concentrations achieved after 600 mg once daily dosing (median: 2017 ng/mL, 95% CI:445–9830) and after reduced dose (400 mg) efavirenz (median: 1349ng/mL, 95% CI: 297–6553) provided complete protection against wild-type virus and the Y181C mutant, and median trough concentrations provided about 90% protection against the K103N and G190S mutants. As reduced dose EFV has a lower toxicity profile, we predicted the reduction in HIV infection when 400 mg EFV-PrEP was poorly adhered to, when it was taken “on demand” and as post-exposure prophylaxis (PEP). Once daily EFV-PrEP provided 99% protection against wild-type virus, if ≥50% of doses were taken. PrEP “on demand” provided complete protection against wild-type virus and prevented ≥81% infections in the mutants. PEP could prevent >98% infection with susceptible virus when initiated within 24 h after virus exposure and continued for at least 9 days. We predict that 400 mg oral EFV may provide superior protection against wild-type HIV. However, further studies are warranted to evaluate EFV as a cost-efficient alternative to Truvada. Predicted prophylactic concentrations may guide release kinetics of EFV long-acting formulations for clinical trial design.
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Affiliation(s)
- Sulav Duwal
- Department of Mathematics and Computer Science, Systems Pharmacology and Disease Control, Institute of Bioinformatics, Freie Universität Berlin, Berlin, Germany
| | - Daniel Seeler
- Department of Mathematics and Computer Science, Systems Pharmacology and Disease Control, Institute of Bioinformatics, Freie Universität Berlin, Berlin, Germany
| | - Laura Dickinson
- Department of Molecular and Clinical Pharmacology, University of Liverpool, Liverpool, United Kingdom
| | - Saye Khoo
- Department of Molecular and Clinical Pharmacology, University of Liverpool, Liverpool, United Kingdom
| | - Max von Kleist
- Department of Mathematics and Computer Science, Systems Pharmacology and Disease Control, Institute of Bioinformatics, Freie Universität Berlin, Berlin, Germany
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7
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Van den Hof M, Blokhuis C, Cohen S, Scherpbier HJ, Wit FWNM, Pistorius MCM, Kootstra NA, Teunissen CE, Mathot RAA, Pajkrt D. CNS penetration of ART in HIV-infected children. J Antimicrob Chemother 2019; 73:484-489. [PMID: 29126299 DOI: 10.1093/jac/dkx396] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Accepted: 09/29/2017] [Indexed: 12/29/2022] Open
Abstract
Background Paediatric data on CNS penetration of antiretroviral drugs are scarce. Objectives To evaluate CNS penetration of antiretroviral drugs in HIV-infected children and explore associations with neurocognitive function. Patients and methods Antiretroviral drug levels were measured in paired CSF and blood samples of clinically stable HIV-infected children between 8 and 18 years old on long-term combined ART. Plasma drug concentrations were corrected for protein binding. We evaluated CNS penetration using CSF/plasma ratios and compared CSF concentrations with the IC50 as a surrogate marker for effectiveness. Blood-brain barrier permeability was assessed for possible confounding. Associations with neurocognitive function were explored using linear regression analysis. Results Median CSF/plasma ratios (IQR) were: lopinavir 0.059 (0.024-0.157, n = 7), efavirenz 0.681 (0.555-0.819, n = 12), tenofovir 0.021 (0.020-0.024, n = 4), lamivudine 0.464 (0.331-0.607, n = 17), emtricitabine 0.365 (0.343-0.435, n = 3), nevirapine 1.203 (n = 1), zidovudine 0.718 (0.711-1.227, n = 5) and abacavir 1.344 (0.670-2.450, n = 10). CSF concentrations were below the IC50 for tenofovir (100%), emtricitabine (100%), abacavir (50%) and zidovudine (17%). Lamivudine, lopinavir, efavirenz and nevirapine concentrations were all above the IC50. All participants were virologically suppressed in blood and CSF. CSF drug concentrations were not associated with blood-brain barrier permeability or neurocognitive function. Conclusions We showed adequate CSF concentrations of lamivudine, lopinavir, efavirenz and nevirapine, and potential suboptimal CSF concentrations of tenofovir, abacavir and emtricitabine in long-term treated HIV-infected children. None the less, the use of combined antiretroviral drugs led to adequate viral suppression.
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Affiliation(s)
- Malon Van den Hof
- Department of Pediatric Infectious Diseases, Emma Children's Hospital/Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Charlotte Blokhuis
- Department of Pediatric Infectious Diseases, Emma Children's Hospital/Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Sophie Cohen
- Department of Pediatric Infectious Diseases, Emma Children's Hospital/Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Henriette J Scherpbier
- Department of Pediatric Infectious Diseases, Emma Children's Hospital/Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Ferdinand W N M Wit
- Department of Internal Medicine, Division of Infectious Diseases, Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands.,Department of Global Health, Academic Medical Center, University of Amsterdam, and Amsterdam Institute for Global Health and Development, Pietersbergweg 7, 1105 BM The Netherlands.,HIV Monitoring Foundation, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - M C M Pistorius
- Department of Hospital Pharmacy-Clinical Pharmacology Unit, Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Neeltje A Kootstra
- Department of Experimental Immunology, Academic Medical Centre, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Charlotte E Teunissen
- Neurochemistry Laboratory and Biobank, Department of Clinical Chemistry, VU University Medical Centre and Neurocampus Amsterdam, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Ron A A Mathot
- Department of Hospital Pharmacy-Clinical Pharmacology Unit, Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Dasja Pajkrt
- Department of Pediatric Infectious Diseases, Emma Children's Hospital/Academic Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
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Paredes R, Tzou PL, van Zyl G, Barrow G, Camacho R, Carmona S, Grant PM, Gupta RK, Hamers RL, Harrigan PR, Jordan MR, Kantor R, Katzenstein DA, Kuritzkes DR, Maldarelli F, Otelea D, Wallis CL, Schapiro JM, Shafer RW. Collaborative update of a rule-based expert system for HIV-1 genotypic resistance test interpretation. PLoS One 2017; 12:e0181357. [PMID: 28753637 PMCID: PMC5533429 DOI: 10.1371/journal.pone.0181357] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2017] [Accepted: 06/27/2017] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION HIV-1 genotypic resistance test (GRT) interpretation systems (IS) require updates as new studies on HIV-1 drug resistance are published and as treatment guidelines evolve. METHODS An expert panel was created to provide recommendations for the update of the Stanford HIV Drug Resistance Database (HIVDB) GRT-IS. The panel was polled on the ARVs to be included in a GRT report, and the drug-resistance interpretations associated with 160 drug-resistance mutation (DRM) pattern-ARV combinations. The DRM pattern-ARV combinations included 52 nucleoside RT inhibitor (NRTI) DRM pattern-ARV combinations (13 patterns x 4 NRTIs), 27 nonnucleoside RT inhibitor (NNRTI) DRM pattern-ARV combinations (9 patterns x 3 NNRTIs), 39 protease inhibitor (PI) DRM pattern-ARV combinations (13 patterns x 3 PIs) and 42 integrase strand transfer inhibitor (INSTI) DRM pattern-ARV combinations (14 patterns x 3 INSTIs). RESULTS There was universal agreement that a GRT report should include the NRTIs lamivudine, abacavir, zidovudine, emtricitabine, and tenofovir disoproxil fumarate; the NNRTIs efavirenz, etravirine, nevirapine, and rilpivirine; the PIs atazanavir/r, darunavir/r, and lopinavir/r (with "/r" indicating pharmacological boosting with ritonavir or cobicistat); and the INSTIs dolutegravir, elvitegravir, and raltegravir. There was a range of opinion as to whether the NRTIs stavudine and didanosine and the PIs nelfinavir, indinavir/r, saquinavir/r, fosamprenavir/r, and tipranavir/r should be included. The expert panel members provided highly concordant DRM pattern-ARV interpretations with only 6% of NRTI, 6% of NNRTI, 5% of PI, and 3% of INSTI individual expert interpretations differing from the expert panel median by more than one resistance level. The expert panel median differed from the HIVDB 7.0 GRT-IS for 20 (12.5%) of the 160 DRM pattern-ARV combinations including 12 NRTI, two NNRTI, and six INSTI pattern-ARV combinations. Eighteen of these differences were updated in HIVDB 8.1 GRT-IS to reflect the expert panel median. Additionally, HIVDB users are now provided with the option to exclude those ARVs not considered to be universally required. CONCLUSIONS The HIVDB GRT-IS was updated through a collaborative process to reflect changes in HIV drug resistance knowledge, treatment guidelines, and expert opinion. Such a process broadens consensus among experts and identifies areas requiring further study.
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Affiliation(s)
| | - Philip L. Tzou
- Division of Infectious Diseases, Stanford University, Stanford, CA, United States of America
| | - Gert van Zyl
- Division of Medical Virology, Stellenbosch University and NHLS Tygerberg, Cape Town, South Africa
| | - Geoff Barrow
- Centre for HIV/AIDS Research, Education and Services (CHARES), Department of Medicine, University of the West Indies, Kingston Jamaica
| | - Ricardo Camacho
- Rega Institute for Medical Research, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Sergio Carmona
- Department of Molecular Medicine and Haematology, University of the Witwatersrand, Johannesburg, South Africa
| | - Philip M. Grant
- Division of Infectious Diseases, Stanford University, Stanford, CA, United States of America
| | | | - Raph L. Hamers
- Amsterdam Institute for Global Health and Development, Department of Global Health, Academic Medical Center of the University of Amsterdam, Amsterdam, The Netherlands
| | | | - Michael R. Jordan
- Tufts University School of Medicine, Boston, MA, United States of America
| | - Rami Kantor
- Division of Infectious Diseases, Alpert Medical School, Brown University, Providence, RI, United States of America
| | - David A. Katzenstein
- Division of Infectious Diseases, Stanford University, Stanford, CA, United States of America
| | - Daniel R. Kuritzkes
- Division of Infectious Diseases, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States of America
| | - Frank Maldarelli
- HIV Dynamics and Replication Program, CCR, National Cancer Institute, NIH, Translational Research Unit, Frederick, MD, United States of America
| | - Dan Otelea
- Molecular Diagnostics Laboratory, National Institute for Infectious Diseases, Bucharest, Romania
| | | | | | - Robert W. Shafer
- Division of Infectious Diseases, Stanford University, Stanford, CA, United States of America
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Abstract
Supplemental Digital Content is Available in the Text. Background: HIV-1 drug resistance can be measured with phenotypic drug-resistance tests. However, the output of these tests, the resistance factor (RF), requires interpretation with respect to the in vivo activity of the tested variant. Specifically, the dynamic range of the RF for each drug has to be divided into a suitable number of clinically meaningful intervals. Methods: We calculated a susceptible-to-intermediate and an intermediate-to-resistant cutoff per drug for RFs predicted by geno2pheno[resistance]. Probability densities for therapeutic success and failure were estimated from 10,444 treatment episodes. The density estimation procedure corrects for the activity of the backbone drug compounds and for therapy failure without drug resistance. For estimating the probability of therapeutic success given an RF, we fit a sigmoid function. The cutoffs are given by the roots of the third derivative of the sigmoid function. Results: For performance assessment, we used geno2pheno[resistance] RF predictions and the cutoffs for predicting therapeutic success in 2 independent sets of therapy episodes. HIVdb was used for performance comparison. On one test set (n = 807), our cutoffs and HIVdb performed equally well receiver operating characteristic curve [(ROC)–area under the curve (AUC): 0.68]. On the other test set (n = 917), our cutoffs (ROC–AUC: 0.63) and HIVdb (ROC–AUC: 0.65) performed comparatively well. Conclusions: Our method can be used for calculating clinically relevant cutoffs for (predicted) RFs. The method corrects for the activity of the backbone drug compounds and for therapy failure without drug resistance. Our method's performance is comparable with that of HIVdb. RF cutoffs for the latest version of geno2pheno[resistance] have been estimated with this method.
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10
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Sanche S, Sheehan N, Mesplède T, Wainberg MA, Li J, Nekka F. A Mathematical Model to Predict HIV Virological Failure and Elucidate the Role of Lymph Node Drug Penetration. CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY 2017; 6:469-476. [PMID: 28556627 PMCID: PMC5706346 DOI: 10.1002/psp4.12200] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Revised: 02/28/2017] [Accepted: 04/03/2017] [Indexed: 12/14/2022]
Abstract
Preventing virological failure following HIV treatment remains a difficult task that is further complicated by the emergence of drug resistance. We have developed a mathematical model able to explain and predict HIV virological outcomes for various compounds and patients' drug intake patterns. Compared to current approaches, this model considers, altogether, drug penetration into lymph nodes, a refined adherence representation accounting for the propensity for long drug holidays, population pharmacokinetic and pharmacodynamic variability, drug interaction, and crossresistance. In silico results are consistent with clinical observations for treatment with efavirenz, efavirenz in association with tenofovir DF and emtricitabine, or boosted darunavir. Our findings indicate that limited lymph node drug penetration can account for a large proportion of cases of virological failure and drug resistance. Since a limited amount of information is required by the model, it can be of use in the process of drug discovery and to guide clinical treatment strategies.
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Affiliation(s)
- S Sanche
- Faculté de Pharmacie de l'Université de Montréal, Montréal, Québec, Canada
| | - N Sheehan
- Faculté de Pharmacie de l'Université de Montréal, Montréal, Québec, Canada.,Chronic Viral Illness Service, McGill University Health Centre, Montréal, Québec, Canada.,McGill University AIDS Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada
| | - T Mesplède
- McGill University AIDS Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada
| | - M A Wainberg
- McGill University AIDS Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada
| | - J Li
- Faculté de Pharmacie de l'Université de Montréal, Montréal, Québec, Canada
| | - F Nekka
- Faculté de Pharmacie de l'Université de Montréal, Montréal, Québec, Canada
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Vahabpour R, Bokharaei-Salim F, Kalantari S, Garshasbi S, Monavari SH, Esghaei M, Memarnejadian A, Fakhim A, Keyvani H. HIV-1 genetic diversity and transmitted drug resistance frequency among Iranian treatment-naive, sexually infected individuals. Arch Virol 2017; 162:1477-1485. [PMID: 28181034 DOI: 10.1007/s00705-017-3228-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Accepted: 12/29/2016] [Indexed: 01/30/2023]
Abstract
In recent years, the patterns of human immunodeficiency virus 1 (HIV-1) transmission in Iran have been changing gradually from drug injection to unprotected sexual contact. This study sought to investigate the phylogenetic trends and characteristics of transmitted drug resistance (TDR) mutations of HIV-1 in a population that is mainly infected through homo/heterosexual contacts. Sixty newly diagnosed antiretroviral-naive individuals with HIV infection living in Tehran were recruited to this survey, and among them, 42 subjects were established to be infected through sexual intercourse. Following amplification and sequencing of the main part of the HIV-1 pol region, phylogenetic and drug-resistance mutation (DRM) analysis was successfully performed on these 42 patients. Phylogenetic analysis showed that the majority of the subjects were infected with subtype CRF35_AD (88%), followed by subtype B, with 7.1%, and subtype CRF01_AE, with 4.7%. A total of 7.1% of the subjects were found to be infected with HIV-1 variants with surveillance drug-resistant mutations (SDRMs) according to the last world health organisation (WHO) algorithm. All of the identified SDRMs belonged to the non-nucleoside reverse transcriptase inhibitors (NNRTIs) class, including K103 N and V106A, which were found in three patients. Two minor HIV protease-inhibitor-related mutations (L10I and G73S) were detected in two patients, but these mutations are not included in the WHO SDRMs list. The dominance of HIV-1 subtype CRF35_AD was observed among subjects of this study who were infected through sexual contact. The moderate prevalence of SDRMs (7.1%) in this population emphasises the fact that the risk of treatment failure in HIV-infected individuals might increase in the future, and preventive measures should be considered by health authorities.
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Affiliation(s)
- Rouhollah Vahabpour
- Department of Medical Lab Technology, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences;, Tehran, Iran
| | - Farah Bokharaei-Salim
- Department of Virology, Iran University of Medical Sciences, Tehran, Iran. .,HIV Laboratory of National Center, Deputy of Health, Iran University of Medical Sciences, Tehran, Iran.
| | - Saeed Kalantari
- Departments of Infectious Diseases and Tropical Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Saba Garshasbi
- HIV Laboratory of National Center, Deputy of Health, Iran University of Medical Sciences, Tehran, Iran
| | | | - Maryam Esghaei
- Department of Virology, Iran University of Medical Sciences, Tehran, Iran
| | | | - Atousa Fakhim
- Department of Architectural Engineering, Faculty of Engineering, South Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Hossein Keyvani
- Department of Virology, Iran University of Medical Sciences, Tehran, Iran
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Tarasova O, Filimonov D, Poroikov V. PASS-based approach to predict HIV-1 reverse transcriptase resistance. J Bioinform Comput Biol 2016; 15:1650040. [PMID: 28033735 DOI: 10.1142/s0219720016500402] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
HIV reverse transcriptase (RT) inhibitors targeting the early stages of virus-host interactions are of great interest to scientists. Acquired HIV RT resistance happens due to mutations in a particular region of the pol gene encoding the HIV RT amino acid sequence. We propose an application of the previously developed PASS algorithm for prediction of amino acid substitutions potentially involved in the resistance of HIV-1 based on open data. In our work, we used more than 3200 HIV-1 RT variants from the publicly available Stanford HIV RT and protease sequence database already tested for 10 anti-HIV drugs including both nucleoside and non-nucleoside RT inhibitors. We used a particular amino acid residue and its position to describe primary structure-resistance relationships. The average balanced accuracy of the prediction obtained in 20-fold cross-validation for the Phenosense dataset was about 88% and for the Antivirogram dataset was about 79%. Thus, the PASS-based algorithm may be used for prediction of the amino acid substitutions associated with the resistance of HIV-1 based on open data. The computational approach for the prediction of HIV-1 associated resistance can be useful for the selection of RT inhibitors for the treatment of HIV infected patients in the clinical practice. Prediction of the HIV-1 RT associated resistance can be useful for the development of new anti-HIV drugs active against the resistant variants of RT. Therefore, we propose that this study can be potentially useful for anti-HIV drug development.
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Affiliation(s)
- Olga Tarasova
- 1 Department for Bioinformatics, Institute of Biomedical Chemistry, 10 building 8, Pogodinskaya street, 119121, Moscow, Russia
| | - Dmitry Filimonov
- 1 Department for Bioinformatics, Institute of Biomedical Chemistry, 10 building 8, Pogodinskaya street, 119121, Moscow, Russia
| | - Vladimir Poroikov
- 1 Department for Bioinformatics, Institute of Biomedical Chemistry, 10 building 8, Pogodinskaya street, 119121, Moscow, Russia
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Fauchet F, Treluyer JM, Valade E, Benaboud S, Pannier E, Firtion G, Foissac F, Bouazza N, Urien S, Hirt D. Maternal and fetal zidovudine pharmacokinetics during pregnancy and labour: too high dose infused at labour? Br J Clin Pharmacol 2015; 78:1387-96. [PMID: 25040510 DOI: 10.1111/bcp.12459] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2014] [Accepted: 07/02/2014] [Indexed: 11/28/2022] Open
Abstract
AIMS The main goal of the study was to describe the pharmacokinetics of maternal zidovudine (ZDV) administration during pregnancy and labour and to evaluate their impact on fetal concentrations and exposures. METHODS A total of 195 HIV-infected pregnant and non-pregnant women aged 16-59 years were included and 273 maternal and 79 cord blood ZDV concentrations were collected. A population pharmacokinetic model was developed to describe ZDV concentrations as a function of time in the mother and the fetus. Fetal exposures resulting from maternal oral administration and infusion were estimated and compared with therapeutic exposures (3-5 mg l(-1) h) and to exposure providing higher risk of toxicity (>8.4 mg l(-1) h). Different protocols for ZDV administration during labour were simulated. RESULTS The median fetal exposure and the percentage of children with values above 8.4 mg l(-1) h were 3.20 mg l(-1) h and 0% after maternal oral administration, respectively, and 9.71 mg l(-1) h and 51% after maternal infusion during labour. Two options were considered to reduce fetal exposure during labour: (i) maternal infusion rates could be 1 mg kg(-1) h(-1) during 1 h followed by 0.5 mg kg(-1) h(-1) and (ii) the mother could only take oral ZDV every 5 h from start of labour until delivery with her neonate having their first ZDV dose as soon as possible after birth. CONCLUSIONS Zidovudine exposures are very important during labour and during the first days of a neonate's life. Maternal ZDV dose should be reduced in addition to the neonate doses reduction already proposed.
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Affiliation(s)
- Floris Fauchet
- EA 3620 Université Paris Descartes, Sorbonne Paris Cité, Paris, France; Unité de Recherche Clinique, AP-HP, Hôpital Tarnier, Paris, France
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Protecting the fetus against HIV infection: a systematic review of placental transfer of antiretrovirals. Clin Pharmacokinet 2015; 53:989-1004. [PMID: 25223699 DOI: 10.1007/s40262-014-0185-7] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND Maternal-to-fetal transfer of antiretroviral drugs contributes to prevention of vertical transmission of HIV. OBJECTIVE This systematic review discusses published studies containing data pertaining to the pharmacokinetics of placental transfer of antiretrovirals in humans, including paired cord and maternal plasma samples collected at the time of delivery as well as ex vivo placental perfusion models. METHODS Articles pertaining to placental transfer of antiretrovirals were identified from PubMed, from references of included articles, and from US Department of Health and Human Services Panel on Treatment of HIV-infected Pregnant Women and Prevention of Perinatal Transmission guidelines. Articles from non-human animal models or that had no original maternal-to-fetal transfer data were excluded. PRISMA guidelines were followed. RESULTS A total of 103 published studies were identified. Data across studies appeared relatively consistent for the nucleoside reverse transcriptase inhibitors (NRTIs) and the non-nucleotide reverse transcriptase inhibitors (NNRTIs), with cord to maternal ratios approaching 1 for many of these agents. The protease inhibitors atazanavir and lopinavir exhibited consistent maternal-to-fetal transfer across studies, although the transfer may be influenced by variations in drug-binding proteins. The protease inhibitors indinavir, nelfinavir, and saquinavir exhibited unreliable placental transport, with cord blood concentrations that were frequently undetectable. Limited data, primarily from case reports, indicate that darunavir and raltegravir provide detectable placental transfer. CONCLUSION These findings appear consistent with current guidelines of using two NRTIs plus an NNRTI, atazanavir/ritonavir, or lopinavir/ritonavir to maximize placental transfer as well as to optimally suppress maternal viral load. Darunavir/ritonavir and raltegravir may reasonably serve as second-line agents.
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Comparison of susceptibility of HIV-1 variants to antiretroviral drugs by genotypic and recombinant virus phenotypic analyses. Int J Infect Dis 2015; 37:86-92. [PMID: 26117343 DOI: 10.1016/j.ijid.2015.06.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2015] [Revised: 05/28/2015] [Accepted: 06/20/2015] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVE This study utilized genotypic and in-house recombinant virus phenotypic assays to examine HIV-1 variant susceptibility to antiretroviral (ARV) drugs; comparisons were made between the analyses. METHODS A nested PCR was employed to amplify the HIV-1 gag-pol gene, which comprised the entire PR gene (codons 1-99) and the former RT gene (codons 1-312). Genetic resistance was determined by submitting the sequences to the Stanford University Network HIV-1 Database. Phenotypic susceptibilities to six ARV drugs were measured using a high-throughput, multi-cycle, recombinant virus phenotypic assay. Results were expressed in terms of the IC50 (half maximal inhibitory concentration) and fold-change values. The relationship between phenotypic drug resistance and genetic polymorphisms was determined. RESULTS Nineteen fragment sequences for which recombinant viruses were successfully constructed were translated and compared with the consensus B sequences in the Stanford University Network HIV-1 Database. No recognizable genotypic resistance-associated mutations were noted, except in one sample. Each homologous replication-competent recombinant viral fold-change in the presence of six ARV drugs used widely in China was measured. According to the clinical and statistical criteria, 16 of the 19 samples were susceptible to the six drugs tested. The majority of phenotypic and genotypic results obtained were in agreement, with a concordance rate of 97.4%. Both phenotypic and genotypic assays suggested that sample HN2009001 was resistant to all drugs tested. All phenotypic and genotypic results obtained regarding the susceptibility of the 19 recombinant viruses to nucleoside reverse transcriptase inhibitors (NRTIs) were in agreement. With regard to the genotypic results for the non-nucleoside reverse transcriptase inhibitors (NNRTIs), 7.9% (3/38) were inconsistent with the phenotypic results. CONCLUSIONS The in-house recombinant virus phenotypic assay was able to provide a straightforward quantitative assessment of resistance. In most cases, the genotypic and novel phenotypic assays yielded similar results. The disparity in HIV-1 susceptibility indicates a need to further investigate the clinical outcomes of antiretroviral therapy in certain individuals.
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Olagunju A, Bolaji O, Amara A, Waitt C, Else L, Adejuyigbe E, Siccardi M, Back D, Khoo S, Owen A. Breast milk pharmacokinetics of efavirenz and breastfed infants' exposure in genetically defined subgroups of mother-infant pairs: an observational study. Clin Infect Dis 2015; 61:453-63. [PMID: 25882300 DOI: 10.1093/cid/civ317] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Accepted: 04/08/2015] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND The antiretroviral drug efavirenz is widely used during breastfeeding. Evaluating its safety requires an understanding of its breast milk pharmacokinetics, level of breastfed infants' exposure, and potential influence of polymorphisms in drug disposition genes. METHODS For this observational study, we investigated plasma and breast milk pharmacokinetics of efavirenz and breastfed infants' exposure in human immunodeficiency virus positive nursing mothers and their breastfed infants. We also evaluated potential variability due to genetic polymorphisms in CYP2B6, NR1I3, CYP2A6, ABCB1, ABCB5, and ABCG2. RESULTS CYP2B6 516G>T was independently associated with efavirenz concentrations in maternal plasma, breast milk, and infant plasma (n = 134). When stratified based on CYP2B6 516G>T (n = 29 ; 11 GG, 10 GT and 8 TT), efavirenz pharmacokinetic parameters in plasma and breast milk differed significantly between patient groups. The median time-averaged milk-to-plasma concentration ratio was 1.10 (range: 0.57-1.71). The estimated maximum infant efavirenz dose from breast milk was 809 µg/kg/day (215-2760) and pediatric dose weight-adjusted exposure index was 4.05% (1.08-13.8). Infant plasma concentrations did not change significantly during the dosing interval, 157 ng/mL (28.6-1360) in pooled analysis and 315 ng/mL (108-1360) in CYP2B6 516TT group. Infant plasma concentrations were highest up to 8 days of age at 1590 ng/mL (190-4631) and decreased by about 90% in the age stratum day 9 to 3 months. No efavirenz related toxicity was reported. CONCLUSIONS Most breastfed infants are exposed to <10% of the weight-adjusted therapeutic pediatric dose, the safety threshold for exposure to maternal drugs from breast milk.
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Affiliation(s)
- Adeniyi Olagunju
- Department of Molecular and Clinical Pharmacology, University of Liverpool, United Kingdom Faculty of Pharmacy, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Oluseye Bolaji
- Faculty of Pharmacy, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Alieu Amara
- Liverpool Bioanalytical Facility, Department of Molecular and Clinical Pharmacology, University of Liverpool, United Kingdom
| | - Catriona Waitt
- Department of Molecular and Clinical Pharmacology, University of Liverpool, United Kingdom
| | - Laura Else
- Liverpool Bioanalytical Facility, Department of Molecular and Clinical Pharmacology, University of Liverpool, United Kingdom
| | - Ebunoluwa Adejuyigbe
- Department of Paediatrics and Child Health, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Marco Siccardi
- Department of Molecular and Clinical Pharmacology, University of Liverpool, United Kingdom
| | - David Back
- Department of Molecular and Clinical Pharmacology, University of Liverpool, United Kingdom
| | - Saye Khoo
- Department of Molecular and Clinical Pharmacology, University of Liverpool, United Kingdom
| | - Andrew Owen
- Department of Molecular and Clinical Pharmacology, University of Liverpool, United Kingdom
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López JC, Moreno S, Jiménez-Oñate F, Clotet B, Rubio R, Hernández-Quero J. A Cohort Study of the Food Effect on Virological Failure and Treatment Discontinuation in Patients on HAART Containing Didanosine Enteric-Coated Capsules (FOODDIe Study). HIV CLINICAL TRIALS 2015; 7:155-62. [PMID: 17065027 DOI: 10.1310/hct0704-155] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
BACKGROUND Didanosine enteric-coated capsules (ddI-EC) should be taken under fasting conditions. However, the effect of food on the absorption of ddI-EC may not reduce exposure to the drug. METHOD We performed an observational study to assess the effect on virological failure of taking ddI-EC with food. To be included, patients had to have begun their first ddI-EC-containing HAART regimen between June 1, 2001 and June 1, 2003. Primary endpoints were virological failure or discontinuation of the ddI-EC-containing regimen. RESULTS 668 patients were included (119 patients were naïve, 172 switched from a different regimen, and 377 were part of rescue therapy). 296 patients were taking ddI-EC with food. After 71 weeks of follow-up, 162 discontinued ddI-EC in the fasting group and 120 in the fed group. 46 patients had virological failure (19 without food vs. 27 in the group with food). Adherence to therapy >80% was 79.7%. We fitted a multivariate Cox proportional hazard model and found a significant interaction between ddI-EC intake and adherence. The multivariate model showed that when adherence to HAART was poor (<80% of prescribed pills) taking ddI-EC with food significantly increased the risk of virological failure (hazard ratio [HR] 8.32, 95% CI 1.67-41.65), but this disappeared when adherence was 80%-95% (HR 0.27, 95% CI 0.04-1.53) or >95% (HR 0.57, 95% CI 0.12-2.77). CONCLUSION When adherence is good (>80% of the prescribed doses), ddI-EC can be administered with food without an increase in virological failure or HAART discontinuation.
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Bennetto-Hood C, Bryson YJ, Stek A, King JR, Mirochnick M, Acosta EP. Zidovudine, Lamivudine, and Nelfinavir Concentrations in Amniotic Fluid and Maternal Serum. HIV CLINICAL TRIALS 2015. [DOI: 10.1310/hct1001-41] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Impact of drug resistance-associated amino acid changes in HIV-1 subtype C on susceptibility to newer nonnucleoside reverse transcriptase inhibitors. Antimicrob Agents Chemother 2014; 59:960-71. [PMID: 25421485 DOI: 10.1128/aac.04215-14] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The objective of this study was to assess the phenotypic susceptibility of HIV-1 subtype C isolates, with nonnucleoside reverse transcriptase inhibitor (NNRTI) resistance-associated amino acid changes, to newer NNRTIs. A panel of 52 site-directed mutants and 38 clinically derived HIV-1 subtype C clones was created, and the isolates were assessed for phenotypic susceptibility to etravirine (ETR), rilpivirine (RPV), efavirenz (EFV), and nevirapine (NVP) in an in vitro single-cycle phenotypic assay. The amino acid substitutions E138Q/R, Y181I/V, and M230L conferred high-level resistance to ETR, while K101P and Y181I/V conferred high-level resistance to RPV. Y181C, a major NNRTI resistance-associated amino acid substitution, caused decreased susceptibility to ETR and, to a lesser extent, RPV when combined with other mutations. These included N348I and T369I, amino acid changes in the connection domain that are not generally assessed during resistance testing. However, the prevalence of these genotypes among subtype C sequences was, in most cases, <1%. The more common EFV/NVP resistance-associated substitutions, such as K103N, V106M, and G190A, had no major impact on ETR or RPV susceptibility. The low-level resistance to RPV and ETR conferred by E138K was not significantly enhanced in the presence of M184V/I, unlike for EFV and NVP. Among patient samples, 97% were resistant to EFV and/or NVP, while only 24% and 16% were resistant to ETR and RPV, respectively. Overall, only a few, relatively rare NNRTI resistance-associated amino acid substitutions caused resistance to ETR and/or RPV in an HIV-1 subtype C background, suggesting that these newer NNRTIs would be effective in NVP/EFV-experienced HIV-1 subtype C-infected patients.
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Phenotypic Susceptibility Assays for Human Immunodeficiency Virus Type 1. Antiviral Res 2014. [DOI: 10.1128/9781555815493.ch16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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21
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Delille CA, Pruett ST, Marconi VC, Lennox JL, Armstrong WS, Arrendale RF, Sheth AN, Easley KA, Acosta EP, Vunnava A, Ofotokun I. Effect of protein binding on unbound atazanavir and darunavir cerebrospinal fluid concentrations. J Clin Pharmacol 2014; 54:1063-71. [PMID: 24691856 DOI: 10.1002/jcph.298] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Accepted: 03/26/2014] [Indexed: 11/11/2022]
Abstract
HIV-1 protease inhibitors (PIs) exhibit different protein binding affinities and achieve variable plasma and tissue concentrations. Degree of plasma protein binding may impact central nervous system penetration. This cross-sectional study assessed cerebrospinal fluid (CSF) unbound PI concentrations, HIV-1 RNA, and neopterin levels in subjects receiving either ritonavir-boosted darunavir (DRV), 95% plasma protein bound, or atazanavir (ATV), 86% bound. Unbound PI trough concentrations were measured using rapid equilibrium dialysis and liquid chromatography/tandem mass spectrometry. Plasma and CSF HIV-1 RNA and neopterin were measured by Ampliprep/COBAS® Taqman® 2.0 assay (Roche) and enzyme-linked immunosorbent assay (ALPCO), respectively. CSF/plasma unbound drug concentration ratio was higher for ATV, 0.09 [95% confidence interval (CI) 0.06-0.12] than DRV, 0.04 (95%CI 0.03-0.06). Unbound CSF concentrations were lower than protein adjusted wild-type inhibitory concentration-50 (IC50 ) in all ATV and 1 DRV-treated subjects (P < 0.001). CSF HIV-1 RNA was detected in 2/15 ATV and 4/15 DRV subjects (P = 0.65). CSF neopterin levels were low and similar between arms. ATV relative to DRV had higher CSF/plasma unbound drug ratio. Low CSF HIV-1 RNA and neopterin suggest that both regimens resulted in CSF virologic suppression and controlled inflammation.
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Affiliation(s)
- Cecile A Delille
- Division of Infectious, Diseases Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
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Masso M, Vaisman II. Sequence and structure based models of HIV-1 protease and reverse transcriptase drug resistance. BMC Genomics 2013; 14 Suppl 4:S3. [PMID: 24268064 PMCID: PMC3849442 DOI: 10.1186/1471-2164-14-s4-s3] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Successful management of chronic human immunodeficiency virus type 1 (HIV-1) infection with a cocktail of antiretroviral medications can be negatively affected by the presence of drug resistant mutations in the viral targets. These targets include the HIV-1 protease (PR) and reverse transcriptase (RT) proteins, for which a number of inhibitors are available on the market and routinely prescribed. Protein mutational patterns are associated with varying degrees of resistance to their respective inhibitors, with extremes that can range from continued susceptibility to cross-resistance across all drugs. RESULTS Here we implement statistical learning algorithms to develop structure- and sequence-based models for systematically predicting the effects of mutations in the PR and RT proteins on resistance to each of eight and eleven inhibitors, respectively. Employing a four-body statistical potential, mutant proteins are represented as feature vectors whose components quantify relative environmental perturbations at amino acid residue positions in the respective target structures upon mutation. Two approaches are implemented in developing sequence-based models, based on use of either relative frequencies or counts of n-grams, to generate vectors for representing mutant proteins. To the best of our knowledge, this is the first reported study on structure- and sequence-based predictive models of HIV-1 PR and RT drug resistance developed by implementing a four-body statistical potential and n-grams, respectively, to generate mutant attribute vectors. Performance of the learning methods is evaluated on the basis of tenfold cross-validation, using previously assayed and publicly available in vitro data relating mutational patterns in the targets to quantified inhibitor susceptibility changes. CONCLUSION Overall performance results are competitive with those of a previously published study utilizing a sequence-based strategy, while our structure- and sequence-based models provide orthogonal and complementary prediction methodologies, respectively. In a novel application, we describe a technique for identifying every possible pair of RT inhibitors as either potentially effective together as part of a cocktail, or a combination that is to be avoided.
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Role of the K101E substitution in HIV-1 reverse transcriptase in resistance to rilpivirine and other nonnucleoside reverse transcriptase inhibitors. Antimicrob Agents Chemother 2013; 57:5649-57. [PMID: 24002090 DOI: 10.1128/aac.01536-13] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Resistance to the recently approved nonnucleoside reverse transcriptase inhibitor (NNRTI) rilpivirine (RPV) commonly involves substitutions at positions E138K and K101E in HIV-1 reverse transcriptase (RT), together with an M184I substitution that is associated with resistance to coutilized emtricitabine (FTC). Previous biochemical and virological studies have shown that compensatory interactions between substitutions E138K and M184I can restore enzyme processivity and the viral replication capacity. Structural modeling studies have also shown that disruption of the salt bridge between K101 and E138 can affect RPV binding. The current study was designed to investigate the impact of K101E, alone or in combination with E138K and/or M184I, on drug susceptibility, viral replication capacity, and enzyme function. We show here that K101E can be selected in cell culture by the NNRTIs etravirine (ETR), efavirenz (EFV), and dapivirine (DPV) as well as by RPV. Recombinant RT enzymes and viruses containing K101E, but not E138K, were highly resistant to nevirapine (NVP) and delavirdine (DLV) as well as ETR and RPV, but not EFV. The addition of K101E to E138K slightly enhanced ETR and RPV resistance compared to that obtained with E138K alone but restored susceptibility to NVP and DLV. The K101E substitution can compensate for deficits in viral replication capacity and enzyme processivity associated with M184I, while M184I can compensate for the diminished efficiency of DNA polymerization associated with K101E. The coexistence of K101E and E138K does not impair either viral replication or enzyme fitness. We conclude that K101E can play a significant role in resistance to RPV.
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Tubiana R, Mandelbrot L, Le Chenadec J, Delmas S, Rouzioux C, Hirt D, Treluyer JM, Ekoukou D, Bui E, Chaix ML, Blanche S, Warszawski J, Ngondi J, Chernai N, Teglas JP, Laurent C, Huyn P, Le Chenadec J, Delmas S, Warszawski J, Muret P, Baazia Y, Jeantils V, Lachassine E, Rodrigues A, Sackho A, Sagnet-Pham I, Tassi S, Breilh D, Iriard X, Andre G, Douard D, Reigadas S, Roux D, Louis I, Morlat P, Pedebosq S, Barre J, Estrangin E, Fauveau E, Garrait V, Ledudal P, Pichon C, Richier L, Thebault A, Touboul C, Bornarel D, Chambrin V, Clech L, Dubreuil P, Foix L'helias L, Picone O, Schoen H, Stralka M, Crenn-Hebert C, Floch-Tudal C, Hery E, Ichou H, Mandelbrot L, Meier F, Tournier V, Walter S, Chevojon P, Devidas A, Granier M, Khanfar-boudjemai M, Malbrunot C, Nguyen R, Ollivier B, Radideau E, Turpault I, Jault T, Barrail A, Colmant C, Fourcade C, Goujard C, Pallier C, Peretti D, Taburet AM, Bocket L, D'angelo S, Godart F, Hammou Y, Houdret N, Mazingue F, Thielemans B, Brochier C, Cotte L, Januel F, Le Thi T, Gagneux MC, Bozio A, Massardier J, Kebaïli K, Ben AK, Heller-Roussin B, Riehl C, Roos S, Taccot F, Winter C, Arias J, Brunet-François C, Dailly E, Flet L, Gournay V, Mechinaud F, Reliquet V, Winner N, Peytavin G, Bardin C, Boudjoudi N, Compagnucci A, Guerin C, Krivine A, Pannier E, Salmon D, Treluyer JM, Firtion G, Ayral D, Ciraru-Vigneron N, Mazeron MC, Rizzo Badoin N, Trout H, Benachi A, Boissand C, Bonnet D, Boucly S, Blanche S, Chaix ML, Duvivier C, Parat S, Cayol V, Oucherif S, Rouzioux C, Viard JP, Bonmarchand M, De Montgolfier I, Dommergues M, Fievet MH, Iguertsira M, Pauchard M, Quetin F, Soulie C, Tubiana R, Faye A, Magnier S, Bui E, Carbonne B, Daguenel Nguyen A, Harchi N, Meyohas MC, Poirier JM, Rodriguez J, Hervé F, Pialloux G, Dehee A, Dollfus C, Tillous Borde I, Vaudre G, Wallet A, Allemon MC, Bolot P, Boussairi A, Chaplain C, Ekoukou D, Ghibaudo N, Kana JM, Khuong MA, Weil M, Entz-Werle N, Livolsi Lutz P, Beretz L, Cheneau M, Partisani ML, Schmitt MP, Acar P, Armand E, Berrebi A, Guibaud Plo C, Lavit M, Nicot F, Tricoire J, Ajana F, Huleux T. Lopinavir/Ritonavir Monotherapy as a Nucleoside Analogue–Sparing Strategy to Prevent HIV-1 Mother-to-Child Transmission: The ANRS 135 PRIMEVA Phase 2/3 Randomized Trial. Clin Infect Dis 2013; 57:891-902. [DOI: 10.1093/cid/cit390] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Dumond JB, Nicol MR, Kendrick RN, Garonzik SM, Patterson KB, Cohen MS, Forrest A, Kashuba ADM. Pharmacokinetic modelling of efavirenz, atazanavir, lamivudine and tenofovir in the female genital tract of HIV-infected pre-menopausal women. Clin Pharmacokinet 2013; 51:809-22. [PMID: 23044523 DOI: 10.1007/s40262-012-0012-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BACKGROUND AND OBJECTIVES A previously published study of antiretroviral pharmacokinetics in the female genital tract of HIV-infected women demonstrated differing degrees of female genital tract penetration among antiretrovirals. These blood plasma (BP) and cervicovaginal fluid (CVF) data were co-modelled for four antiretrovirals with varying CVF exposures. METHODS Six paired BP and CVF samples were collected over 24 h, and antiretroviral concentrations determined using validated liquid chromatography (LC) with UV detection or LC-mass spectrometry analytical methods. For each antiretroviral, a BP model was fit using Bayesian estimation (ADAPT5), followed by addition of a CVF model. The final model was chosen based on graphical and statistical output, and then non-linear mixed-effects modelling using S-ADAPT was performed. Population mean parameters and their variability are reported. Model-predicated area under the concentration-time curve during the dosing interval (AUC(τ)) and exposure ratios of CVF AUC(τ):BP AUC(τ) were calculated for each drug. RESULTS The base model uses first-order absorption with a lag time, a two-compartment model, and a series of transit compartments that transfer the drug from BP to CVF. Protein-unbound drug transfers into CVF for efavirenz and atazanavir; total drug transfers for lamivudine and tenofovir. CVF follows a one-compartment model for efavirenz and atazanavir, and a two-compartment model for lamivudine and tenofovir. As expected, inter-individual variability was high. Model-predicted CVF AUC(τ):BP AUC(τ) ratios are consistent with published results. CONCLUSIONS This is the first pharmacokinetic modelling of antiretroviral disposition in BP and CVF. These models will be further refined with tissue data, and used in clinical trials simulations to inform future studies of HIV pre-exposure prophylaxis in women.
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Affiliation(s)
- Julie B Dumond
- UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, 27599-7569, USA.
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Protein-free efavirenz concentrations in cerebrospinal fluid and blood plasma are equivalent: applying the law of mass action to predict protein-free drug concentration. Antimicrob Agents Chemother 2013; 57:1409-14. [PMID: 23295919 DOI: 10.1128/aac.02329-12] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Efavirenz (EFV) is one of the most commonly prescribed antiretroviral drugs (ARVs) for the treatment of HIV. Highly protein-bound drugs, like EFV, have limited central nervous system (CNS) penetration when measured using total drug concentration gradients between blood plasma (BP) and cerebrospinal fluid (CSF). However, the more relevant pharmacologically active protein-free drug concentrations are rarely assessed directly in clinical studies. Using paired BP and CSF samples obtained from 13 subjects on an EFV-containing regimen, both the protein-free and total concentrations of EFV were determined. Despite a median (interquartile range [IQR]) total EFV BP/CSF concentration ratio of 134 (116 to 198), the protein-free EFV BP/CSF concentration ratio was 1.20 (0.97 to 2.12). EFV median (IQR) protein binding was 99.78% (99.74 to 99.80%) in BP and 76.19% (74.47 to 77.15%) in CSF. In addition, using the law of mass action and an in vitro-derived EFV-human serum albumin dissociation constant, we have demonstrated that the predicted median (IQR) protein-free concentration in BP, 4.59 ng/ml (4.02 to 9.44 ng/ml), compared well to that observed in BP, 4.77 ng/ml (3.68 to 6.75 ng/ml). Similar results were also observed in CSF and seminal plasma. This method provides a useful predictive tool for estimating protein binding in varied anatomic compartments. Our results of equivalent protein-free EFV concentrations in BP and CSF do not support prior concerns of the CNS as a pharmacological sanctuary from EFV. As CSF penetration of ARVs may increase our understanding of HIV-associated neurological dysfunction and antiretroviral effect, assessment of protein-free CSF concentrations of other highly protein-bound ARVs is warranted.
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Higher CNS Penetration-Effectiveness of Long-term Combination Antiretroviral Therapy Is Associated With Better HIV-1 Viral Suppression in Cerebrospinal Fluid. J Acquir Immune Defic Syndr 2013; 62:28-35. [DOI: 10.1097/qai.0b013e318274e2b0] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Shapiro RL, Rossi S, Ogwu A, Moss M, Leidner J, Moffat C, Lockman S, Moyo S, Makhema J, Essex M, Capparelli E. Therapeutic levels of lopinavir in late pregnancy and abacavir passage into breast milk in the Mma Bana Study, Botswana. Antivir Ther 2012. [PMID: 23183881 DOI: 10.3851/imp2474] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
BACKGROUND Pharmacokinetic data for lopinavir in late pregnancy and in breastfeeding are limited, and no data for abacavir in breast milk are available. METHODS Women in the Mma Bana Study initiated HAART from 18 to 34 weeks of gestation. We determined trough plasma and whole breast milk concentrations of lopinavir (LPV), abacavir (ABC), nevirapine (NVP), lamivudine (3TC) and zidovudine (ZDV) among separate subsets of pregnant and breastfeeding women, and in plasma of exposed infants. Lopinavir was measured 1 month after starting HAART or 1 month postpartum, and other drugs were measured 1 month postpartum. RESULTS Sampling occurred a median of 14 h (range 11-17) from last maternal drug ingestion. Although 50% higher median LPV levels were seen in postpartum than antepartum plasma (8.29 μg/ml versus 5.51 μg/ml; P = 0.02), antepartum levels with standard LPV dosing were therapeutic for all women (> 1.0 μg/ml). Very low LPV levels (< 0.25 μg/ml) were detected in breast milk. Median ABC levels in breast milk were 85% of those in plasma (0.057 μg/ml versus 0.067 μg/ml). Breast milk concentrations of NVP and 3TC were 27% and 74% of plasma levels, respectively. At these trough maternal time points, only NVP was detectable in potentially inhibitory levels in breastfeeding infants, and most infants had non-detectable levels of LPV, ABC, ZDV and 3TC via maternal breast milk. CONCLUSIONS Standard LPV dosing achieved therapeutic levels in pregnancy and no appreciable concentrations in breast milk. ABC is detectable in breast milk at similar concentrations to plasma, but does not result in appreciable infant exposure.
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Affiliation(s)
- Roger L Shapiro
- Division of Infectious Diseases, Beth Israel Deaconess Medical Center, Boston, MA, USA.
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Avery LB, VanAusdall JL, Hendrix CW, Bumpus NN. Compartmentalization and antiviral effect of efavirenz metabolites in blood plasma, seminal plasma, and cerebrospinal fluid. Drug Metab Dispos 2012; 41:422-9. [PMID: 23166317 DOI: 10.1124/dmd.112.049601] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Efavirenz (EFV) is one of the most commonly prescribed antiretrovirals for use in the treatment of human immunodeficiency virus (HIV) infection. EFV is extensively metabolized by cytochrome P450 to a number of oxygenated products; however, the pharmacologic activity and distribution of these metabolites in anatomic compartments have yet to be explored. The systemic distribution of EFV oxidative metabolites was examined in blood plasma, seminal plasma, and cerebrospinal fluid from subjects on an EFV-based regimen. The 8-hydroxy EFV metabolite was detected in blood plasma, seminal plasma, and cerebrospinal fluid, with median concentrations of 314.5 ng/ml, 358.5 ng/ml, and 3.37 ng/ml, respectively. In contrast, 7-hydroxy and 8,14-hydroxy EFV were only detected in blood plasma and seminal plasma with median concentrations of 8.84 ng/ml and 10.23 ng/ml, and 5.63 ng/ml and 5.43 ng/ml, respectively. Interestingly, protein-free concentrations of metabolites were only detectable in seminal plasma, where a novel dihdyroxylated metabolite of EFV was also detected. This accumulation of protein-free EFV metabolites was demonstrated to be the result of differential protein binding in seminal plasma compared with that of blood plasma. In addition, the oxidative metabolites of EFV did not present with any significant pharmacologic activity toward HIV-1 as measured using an HIV green fluorescent protein single-round infectivity assay. This study is the first to report the physiologic distribution of metabolites of an antiretroviral into biologic compartments that the virus is known to distribute and to examine their anti-HIV activity. These data suggest that the male genital tract may be a novel compartment that should be considered in the evaluation of drug metabolite exposure.
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Affiliation(s)
- Lindsay B Avery
- Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
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Margeridon-Thermet S, Shafer RW. Comparison of the Mechanisms of Drug Resistance among HIV, Hepatitis B, and Hepatitis C. Viruses 2012; 2:2696-739. [PMID: 21243082 PMCID: PMC3020796 DOI: 10.3390/v2122696] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Human immunodeficiency virus (HIV), hepatitis B virus (HBV), and hepatitis C virus (HCV) are the most prevalent deadly chronic viral diseases. HIV is treated by small molecule inhibitors. HBV is treated by immunomodulation and small molecule inhibitors. HCV is currently treated primarily by immunomodulation but many small molecules are in clinical development. Although HIV is a retrovirus, HBV is a double-stranded DNA virus, and HCV is a single-stranded RNA virus, antiviral drug resistance complicates the development of drugs and the successful treatment of each of these viruses. Although their replication cycles, therapeutic targets, and evolutionary mechanisms are different, the fundamental approaches to identifying and characterizing HIV, HBV, and HCV drug resistance are similar. This review describes the evolution of HIV, HBV, and HCV within individuals and populations and the genetic mechanisms associated with drug resistance to each of the antiviral drug classes used for their treatment.
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Novel method to assess antiretroviral target trough concentrations using in vitro susceptibility data. Antimicrob Agents Chemother 2012; 56:5938-45. [PMID: 22964257 DOI: 10.1128/aac.00691-12] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Durable suppression of HIV-1 replication requires the establishment of antiretroviral drug concentrations that exceed the susceptibility of the virus strain(s) infecting the patient. Minimum plasma drug concentrations (C(trough)) are correlated with response, but determination of target C(trough) values is hindered by a paucity of in vivo concentration-response data. In the absence of these data, in vitro susceptibility measurements, adjusted for serum protein binding, can provide estimations of suppressive in vivo drug concentrations. We derived serum protein binding correction factors (PBCF) for protease inhibitors, nonnucleoside reverse transcriptase inhibitors, and an integrase inhibitor by measuring the effect of a range of human serum concentrations on in vitro drug susceptibility measured with the PhenoSense HIV assay. PBCFs corresponding to 100% HS were extrapolated using linear regression and ranged from 1.4 for nevirapine to 77 for nelfinavir. Using the mean 95% inhibitory concentration (IC(95)) for ≥1,200 drug-susceptible viruses, we calculated protein-bound IC(95) (PBIC(95)) values. PBIC(95) values were concordant with the minimum effective C(trough) values that were established in well-designed pharmacodynamic studies (e.g., indinavir, saquinavir, and amprenavir). In other cases, the PBIC(95) values were notably lower (e.g., darunavir, efavirenz, and nevirapine) or higher (nelfinavir and etravirine) than existing target recommendations. The establishment of PBIC(95) values as described here provides a convenient and standardized approach for estimation of the minimum drug exposure that is required to maintain viral suppression and prevent the emergence of drug-resistant variants, particularly when in vivo concentration-response relationships are lacking.
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Abstract
Antiretrovirals that reach higher concentrations in cerebrospinal fluid (CSF) are associated with better control of HIV in CSF and possibly better neurocognitive performance. The objective of this study was to determine whether amprenavir (APV) concentrations in CSF are in the therapeutic range. Individuals were selected based on the use of regimens that included fosamprenavir (FPV), a prodrug of APV, and the availability of stored CSF and matched plasma. Total APV was measured in 119 matched CSF-plasma pairs from 75 subjects by high-performance liquid chromatography (HPLC) (plasma) or liquid chromatography tandem mass spectrometry (LC/MS/MS) (CSF). Concentrations were compared to the 50% inhibitory concentration (IC₅₀) for wild-type HIV (5.6 ng/ml). Subjects were predominantly middle-aged (median 44 years) white (57%) men (78%) with AIDS (77%). APV was detected in all but 4 CSF specimens, with a median concentration of 24.8 ng/ml (interquartile range [IQR], 16.2 to 44.0). The median CSF-to-plasma ratio was 0.012 (IQR, 0.008 to 0.018). CSF concentrations correlated with plasma concentrations (rho = 0.61; P < 0.0001) and with postdose sampling interval (rho = -0.29; P = 0.0019). APV concentrations in CSF exceeded the median IC₅₀ for wild-type HIV in more than 97% of CSF specimens with detectable APV by a median of 4.4-fold (IQR, 2.9 to 7.9). We conclude that administration of fosamprenavir should contribute to control of HIV replication in the central nervous system (CNS) as a component of effective antiretroviral regimens.
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Yilmaz A, Price RW, Gisslen M. Antiretroviral drug treatment of CNS HIV-1 infection. J Antimicrob Chemother 2011; 67:299-311. [DOI: 10.1093/jac/dkr492] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Novel method for simultaneous quantification of phenotypic resistance to maturation, protease, reverse transcriptase, and integrase HIV inhibitors based on 3'Gag(p2/p7/p1/p6)/PR/RT/INT-recombinant viruses: a useful tool in the multitarget era of antiretroviral therapy. Antimicrob Agents Chemother 2011; 55:3729-42. [PMID: 21628544 DOI: 10.1128/aac.00396-11] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Twenty-six antiretroviral drugs (ARVs), targeting five different steps in the life cycle of the human immunodeficiency virus type 1 (HIV-1), have been approved for the treatment of HIV-1 infection. Accordingly, HIV-1 phenotypic assays based on common cloning technology currently employ three, or possibly four, different recombinant viruses. Here, we describe a system to assess HIV-1 resistance to all drugs targeting the three viral enzymes as well as viral assembly using a single patient-derived, chimeric virus. Patient-derived p2-INT (gag-p2/NCp7/p1/p6/pol-PR/RT/IN) products were PCR amplified as a single fragment (3,428 bp) or two overlapping fragments (1,657 bp and 2,002 bp) and then recombined into a vector containing a near-full-length HIV-1 genome with the Saccharomyces cerevisiae uracil biosynthesis gene (URA3) replacing the 3,428 bp p2-INT segment (Dudley et al., Biotechniques 46:458-467, 2009). P2-INT-recombinant viruses were employed in drug susceptibility assays to test the activity of protease (PI), nucleoside/nucleotide reverse transcriptase (NRTI), nonnucleoside reverse transcriptase (NNRTI), and integrase strand-transfer (INSTI) inhibitors. Using a single standardized test (ViralARTS HIV), this new technology permits the rapid and automated quantification of phenotypic resistance for all known and candidate antiretroviral drugs targeting all viral enzymes (PR, RT, including polymerase and RNase H activities, and IN), some of the current and potential assembly inhibitors, and any drug targeting Pol or Gag precursor cleavage sites (relevant for PI and maturation inhibitors) This novel assay may be instrumental (i) in the development and clinical assessment of novel ARV drugs and (ii) to monitor patients failing prior complex treatment regimens.
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Ravich VL, Masso M, Vaisman II. A combined sequence-structure approach for predicting resistance to the non-nucleoside HIV-1 reverse transcriptase inhibitor Nevirapine. Biophys Chem 2010; 153:168-72. [PMID: 21146283 DOI: 10.1016/j.bpc.2010.11.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2010] [Revised: 11/05/2010] [Accepted: 11/12/2010] [Indexed: 10/18/2022]
Abstract
The development of drug resistance to antiretroviral medications used to treat infection with HIV-1 is a major concern. Given the cost and time constraints associated with phenotypic resistance testing, computational approaches leading to accurate predictive models of resistance based on a patient's mutational patterns in the target protein would provide a welcome alternative. A combined sequence-structure computational mutagenesis procedure is used to generate attribute vectors for each of 222 mutational patterns of HIV-1 reverse transcriptase that were isolated and sequenced from patients. Phenotypic fold-levels of resistance to the non-nucleoside inhibitor Nevirapine are known for over 25% of these mutants, whose values are used to assign each assayed mutant to a drug susceptibility class, either sensitive or resistant. Support vector machine and random forest supervised learning algorithms applied to this subset respectively classify mutants based on drug susceptibility with 85% and 92% cross-validation accuracy. The trained models are used to predict susceptibility to Nevirapine for all remaining mutant isolates, and predictions are in agreement for 90% of the test cases.
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Affiliation(s)
- Vadim L Ravich
- Laboratory for Structural Bioinformatics, Department of Bioinformatics and Computational Biology, George Mason University, 10900 University Blvd., MSN 5B3, Manassas, VA 20110, USA
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Best BM, Koopmans PP, Letendre SL, Capparelli EV, Rossi SS, Clifford DB, Collier AC, Gelman BB, Mbeo G, McCutchan JA, Simpson DM, Haubrich R, Ellis R, Grant I. Efavirenz concentrations in CSF exceed IC50 for wild-type HIV. J Antimicrob Chemother 2010; 66:354-7. [PMID: 21098541 DOI: 10.1093/jac/dkq434] [Citation(s) in RCA: 73] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES HIV-associated neurocognitive disorders remain common despite use of potent antiretroviral therapy (ART). Ongoing viral replication due to poor distribution of antivirals into the CNS may increase risk for HIV-associated neurocognitive disorders. This study's objective was to determine penetration of a commonly prescribed antiretroviral drug, efavirenz, into CSF. METHODS CHARTER is an ongoing, North American, multicentre, observational study to determine the effects of ART on HIV-associated neurological disease. Single random plasma and CSF samples were drawn within 1 h of each other from subjects taking efavirenz between September 2003 and July 2007. Samples were assayed by HPLC or HPLC/mass spectrometry with detection limits of 39 ng/mL (plasma) and <0.1 ng/mL (CSF). RESULTS Eighty participants (age 44 ± 8 years; 79 ± 15 kg; 20 females) had samples drawn 12.5 ± 5.4 h post-dose. The median efavirenz concentrations after a median of 7 months [interquartile range (IQR) 2-17] of therapy were 2145 ng/mL in plasma (IQR 1384-4423) and 13.9 ng/mL in CSF (IQR 4.1-21.2). The CSF/plasma concentration ratio from paired samples drawn within 1 h of each other was 0.005 (IQR 0.0026-0.0076; n = 69). The CSF/IC(50) ratio was 26 (IQR 8-41) using the published IC(50) for wild-type HIV (0.51 ng/mL). Two CSF samples had concentrations below the efavirenz IC(50) for wild-type HIV. CONCLUSIONS Efavirenz concentrations in the CSF are only 0.5% of plasma concentrations but exceed the wild-type IC(50) in nearly all individuals. Since CSF drug concentrations reflect those in brain interstitial fluids, efavirenz reaches therapeutic concentrations in brain tissue.
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Affiliation(s)
- Brookie M Best
- University of California San Diego, Skaggs School of Pharmacy and Pharmaceutical Sciences, San Diego, CA, USA
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Development of hexadecyloxypropyl tenofovir (CMX157) for treatment of infection caused by wild-type and nucleoside/nucleotide-resistant HIV. Antimicrob Agents Chemother 2010; 54:2901-9. [PMID: 20439609 DOI: 10.1128/aac.00068-10] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
CMX157 is a lipid (1-0-hexadecyloxypropyl) conjugate of the acyclic nucleotide analog tenofovir (TFV) with activity against both wild-type and antiretroviral drug-resistant HIV strains, including multidrug nucleoside/nucleotide analog-resistant viruses. CMX157 was consistently >300-fold more active than tenofovir against multiple viruses in several different cell systems. CMX157 was active against all major subtypes of HIV-1 and HIV-2 in fresh human peripheral blood mononuclear cells (PBMCs) and against all HIV-1 strains evaluated in monocyte-derived macrophages, with 50% effective concentrations (EC(50)s) ranging between 0.20 and 7.2 nM. The lower CMX157 EC(50)s can be attributed to better cellular uptake of CMX157, resulting in higher intracellular levels of the active antiviral anabolite, TFV-diphosphate (TFV-PP), inside target cells. CMX157 produced >30-fold higher levels of TFV-PP in human PBMCs exposed to physiologically relevant concentrations of the compounds than did TFV. Unlike conventional prodrugs, including TFV disoproxil fumarate (Viread), CMX157 remains intact in plasma, facilitating uptake by target cells and decreasing relative systemic exposure to TFV. There was no detectable antagonism with CMX157 in combination with any marketed antiretroviral drug, and it possessed an excellent in vitro cytotoxicity profile. CMX157 is a promising clinical candidate to treat wild-type and antiretroviral drug-resistant HIV, including strains that fail to respond to all currently available nucleoside/nucleotide reverse transcriptase inhibitors.
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Combinations of mutations in the connection domain of human immunodeficiency virus type 1 reverse transcriptase: assessing the impact on nucleoside and nonnucleoside reverse transcriptase inhibitor resistance. Antimicrob Agents Chemother 2010; 54:1973-80. [PMID: 20194692 DOI: 10.1128/aac.00870-09] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Recent reports have described the effect of mutations in the connection and RNase H domains of reverse transcriptase (RT) on nucleoside and nonnucleoside reverse transcriptase inhibitor (NRTI and NNRTI, respectively) resistance in the presence of thymidine analog resistance mutations (TAMs) and NNRTI mutations (J. H. Brehm, D. Koontz, J. D. Meteer, V. Pathak, N. Sluis-Cremer, and J. W. Mellors, J. Virol. 81:7852-7859, 2007; K. A. Delviks-Frankenberry, G. N. Nikolenko, R. Barr, and V. K. Pathak, J. Virol. 81:6837-6845, 2007; G. N. Nikolenko, K. A. Delviks-Frankenberry, S. Palmer, F. Maldarelli, M. J. Fivash, Jr., J. M. Coffin, and V. K. Pathak, Proc. Natl. Acad. Sci. U. S. A. 104:317-322, 2007; G. N. Nikolenko, S. Palmer, F. Maldarelli, J. W. Mellors, J. M. Coffin, and V. K. Pathak, Proc. Natl. Acad. Sci. U. S. A. 102:2093-2098, 2005; and S. H. Yap, C. W. Sheen, J. Fahey, M. Zanin, D. Tyssen, V. D. Lima, B. Wynhoven, M. Kuiper, N. Sluis-Cremer, P. R. Harrigan, and G. Tachedjian, PLoS Med. 4:e335, 2007). In the present study, novel mutations in the connection domain of RT (T369I/V), first identified in patient-derived viruses, were characterized, and their effects on NNRTI and NNRTI susceptibility were determined. Furthermore, the effect of N348I on NRTI and NNRTI resistance was confirmed. HIV-1 with either N348I or T369I/V demonstrated reduced susceptibility to nevirapine (NVP), efavirenz (EFV), delaviridine (DLV), and zidovudine (ZDV) compared to wild-type HIV-1. However, HIV-1 with T369I and N348I demonstrated 10- to 60-fold resistance to these same drugs. In clinical samples, these two connection domain RT mutations were predominantly observed in viruses containing TAMs and NNRTI mutations and did not alter the susceptible-resistant classifications of these samples. Introduction of T369I, N348I, or T369I/N348I also reduced replication capacity (RC). These observations suggest that it may be of scientific interest to test these mutations against new NNRTI candidates.
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DiCenzo R, DiFrancesco R, Cruttenden K, Donnelly J, Schifitto G. Lopinavir cerebrospinal fluid steady-state trough concentrations in HIV-infected adults. Ann Pharmacother 2009; 43:1972-7. [PMID: 19934383 DOI: 10.1345/aph.1m399] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND The central nervous system may act as a sanctuary site for viral replication in the setting of low antiretroviral penetration. Data on lopinavir cerebrospinal fluid (CSF) trough concentration (C(trough)) values have yet to be reported. OBJECTIVE To describe lopinavir CSF C(trough) values and compare them with a measure of HIV susceptibility. METHODS In a prospective, open-label design, HIV-infected adults whose regimen included lopinavir/ritonavir 400/100-mg soft-gel capsules twice daily for at least 4 weeks were enrolled. Each subject had 8 plasma lopinavir concentrations determined over a 12-hour dosing interval and 1 CSF lopinavir C(trough) value determined at the end of the study. Linear regression methods tested for associations between CSF or CSF to plasma concentration ratio and covariates including pharmacokinetic parameters and CSF protein. RESULTS Ten patients (7 male; median [range] +/- SD age 45.3 +/- 2.8 y) completed the study. Median (intraquartile range [IQR]) lopinavir plasma 0- to 12-hour area under the curve (AUC(0-12)) and minimum concentrations were 71.3 h x microg/mL (48.4-87.6) and 3.82 microg/mL (2.76-5.34). Median (IQR) CSF C(trough), paired plasma concentration, and time since last dose were 11,200 pg/mL (6760-16,400), 5.42 microg/mL (3.88-5.85), and 9.9 hours (9.7-10.2), respectively. Median (IQR) CSF to plasma concentration ratio was 0.225% (0.194-0.324). Lopinavir CSF C(trough) was above the median 50% inhibitory concentration (IC(50)) for wild-type HIV-1 (wtHIV-1) (1900 pg/mL) in all subjects. Lopinavir plasma AUC(0-12) (r(2) = 0.65; p = 0.009) and CSF protein (r(2) = 0.26; p = 0.006) were associated with lopinavir CSF concentration, while CSF protein (r(2) = 0.66; p = 0.008) was associated with CSF to plasma concentration ratio. CONCLUSIONS Lopinavir CSF C(trough) was above the median IC(50) for wtHIV-1 replication in all patients receiving lopinavir/ritonavir 400/100-mg soft-gel capsules twice daily.
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Affiliation(s)
- Robert DiCenzo
- Wegmans School of Pharmacy, St. John Fisher College, Rochester, NY 14618, USA.
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Van Houtte M, Picchio G, Van Der Borght K, Pattery T, Lecocq P, Bacheler LT. A comparison of HIV-1 drug susceptibility as provided by conventional phenotyping and by a phenotype prediction tool based on viral genotype. J Med Virol 2009; 81:1702-9. [PMID: 19697398 DOI: 10.1002/jmv.21585] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Concordance between the conventional HIV-1 phenotypic drug resistance assay, PhenoSense (PS), and vircoTYPE HIV-1 (vT), a drug resistance assay based on prediction of the phenotype, was investigated in a data set from the Stanford HIV Resistance database (hivdb). Depending on the drug, between 287 and 902 genotype-phenotype data pairs were available for comparisons. Test results (fold-change values) in the two assays were highly correlated, with an overall mean correlation coefficient of 0.90 using single PS measurements. This coefficient rose to 0.94 when the vT results were compared to the mean of repeat PS measurements. These results are comparable with the corresponding correlation coefficients of 0.87 and 0.95, calculated using single measurements, and the mean of repeat measurements, respectively, as obtained in the Antivirogram assay, the conventional HIV-1 phenotypic drug resistance test on which vT is based. The proportion of resistance calls resulting in a "major" discordance (fully susceptible or maximal response by one assay but fully resistant or minimal response by the other) ranged from 0% to 8.1% for drugs for which two clinical test cut-offs were available in both assays (didanosine, abacavir, tenofovir, saquinavir/r, fosamprenavir/r, and lopinavir/r), from 2.4% to 8.1% for the drugs for which two clinical test cut-offs were available in the vT assay and one clinical test cut-off in the PS assay (lamivudine, stavudine, indinavir/r, and atazanavir/r) and from 3.1% to 10.3% for drugs for which biological test cut-offs were used (zidovudine, nevirapine, delavirdine, efavirenz, indinavir, ritonavir, nelfinavir, saquinavir, and fosamprenavir). Our analyses suggest that these assays provide comparable resistance information, which will be of value to physicians who may be presented with either or both types of test report in their practice.
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Human immunodeficiency virus type 1 protease-correlated cleavage site mutations enhance inhibitor resistance. J Virol 2009; 83:11027-42. [PMID: 19706699 DOI: 10.1128/jvi.00628-09] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Drug resistance is an important cause of antiretroviral therapy failure in human immunodeficiency virus (HIV)-infected patients. Mutations in the protease render the virus resistant to protease inhibitors (PIs). Gag cleavage sites also mutate, sometimes correlating with resistance mutations in the protease, but their contribution to resistance has not been systematically analyzed. The present study examines mutations in Gag cleavage sites that associate with protease mutations and the impact of these associations on drug susceptibilities. Significant associations were observed between mutations in the nucleocapsid-p1 (NC-p1) and p1-p6 cleavage sites and various PI resistance-associated mutations in the protease. Several patterns were frequently observed, including mutations in the NC-p1 cleavage site in combination with I50L, V82A, and I84V within the protease and mutations within the p1-p6 cleavage site in combination with D30N, I50V, and I84V within the protease. For most patterns, viruses with mutations both in the protease and in either cleavage site were significantly less susceptible to specific PIs than viruses with mutations in the protease alone. Altered PI resistance in HIV-1 was found to be associated with the presence of Gag cleavage site mutations. These studies suggest that associated cleavage site mutations may contribute to PI susceptibility in highly specific ways depending on the particular combinations of mutations and inhibitors. Thus, cleavage site mutations should be considered when assessing the level of PI resistance.
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Winters B, Van Craenenbroeck E, Van der Borght K, Lecocq P, Villacian J, Bacheler L. Clinical cut-offs for HIV-1 phenotypic resistance estimates: update based on recent pivotal clinical trial data and a revised approach to viral mixtures. J Virol Methods 2009; 162:101-8. [PMID: 19654022 DOI: 10.1016/j.jviromet.2009.07.023] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2009] [Revised: 07/21/2009] [Accepted: 07/27/2009] [Indexed: 11/19/2022]
Abstract
The clinical utility of HIV-1 resistance testing is dependent upon accurate interpretation and application of results. The development of clinical cut-offs (CCOs) for most HIV antiretroviral drugs assessed by the vircoTYPE HIV-1 resistance test has been described previously. Updated CCOs based on new methodology and new data from clinical cohorts and pivotal clinical studies are presented in this communication. Data for analysis included the original records for CCO derivation from eight clinical trials and two cohort studies plus new records from the clinical cohorts and from the TITAN, POWER, and DUET clinical studies. Drug-specific linear regression models were developed to describe the relationship between baseline characteristics (phenotypic resistance as estimated by virtualPhenotype-LM using methods revised recently for handling mixed viral sequences; viral load; and treatment history), new treatment regimen, and 8-week virologic outcome. The clinical cut-offs were defined as the estimated phenotypic resistance levels (fold change, FC) associated with a 20% and 80% loss of drug activity. The development dataset included 6550 records with an additional 2299 reserved for validation. The updated, v.4.2 CCOs were generally close to the v4.1 values, with a trend observed toward marginally higher cut-offs for the NRTIs. These results suggest that the updated CCOs provide a relevant tool for estimating the contribution to virological response of individual antiviral drugs in antiretroviral drug combinations as used currently in clinical practice.
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Church JD, Huang W, Parkin N, Marlowe N, Guay LA, Omer SB, Musoke P, Jackson JB, Eshleman SH. Comparison of laboratory methods for analysis of non-nucleoside reverse transcriptase inhibitor resistance in Ugandan infants. AIDS Res Hum Retroviruses 2009; 25:657-63. [PMID: 19621988 PMCID: PMC2799186 DOI: 10.1089/aid.2008.0235] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Detailed comparisons of HIV drug resistance assays are needed to identify the most useful assays for research studies, and to facilitate comparison of results from studies that use different methods. We analyzed nonnucleoside reverse transcriptase inhibitor (NNRTI) resistance in 40 HIV-infected Ugandan infants who had received nevirapine (NVP)-based prophylaxis using the following assays: an FDA-cleared HIV genotyping assay (the ViroSeq HIV-1 Genotyping System v2.0), a commercially available HIV genotyping assay (GeneSeq HIV), a commercially available HIV phenotyping assay (PhenoSense HIV), and a sensitive point mutation assay (LigAmp). ViroSeq and GeneSeq HIV results (NVP resistance yes/no) were similar for 38 (95%) of 40 samples. In 6 (15%) of 40 samples, GeneSeq HIV detected mutations in minor subpopulations that were not detected by ViroSeq, which identified two additional infants with NVP resistance. LigAmp detected low-level mutations in 12 samples that were not detected by ViroSeq; however, LigAmp testing identified only one additional infant with NVP resistance. GeneSeq HIV and PhenoSense HIV determinations of susceptibility differed for specific NNRTIs in 12 (31%) of the 39 samples containing mixtures at relevant mutation positions. PhenoSense HIV did not detect any infants with NVP resistance who were not identified with GeneSeq HIV testing. In this setting, population sequencing-based methods (ViroSeq and GeneSeq HIV) were the most informative and had concordant results for 95% of the samples. LigAmp was useful for the detection and quantification of minority variants. PhenoSense HIV provided a direct and quantitative measure of NNRTI susceptibility.
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Affiliation(s)
- Jessica D Church
- Johns Hopkins University School of Medicine , Baltimore, Maryland 21205, USA
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Novel recombinant virus assay for measuring susceptibility of human immunodeficiency virus type 1 group M subtypes to clinically approved drugs. J Clin Microbiol 2009; 47:2232-42. [PMID: 19403770 DOI: 10.1128/jcm.01739-08] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Combination therapy can successfully suppress human immunodeficiency virus (HIV) replication in patients but selects for drug resistance, requiring subsequent resistance-guided therapeutic changes. This report describes the development and validation of a novel assay that offers a uniform method to measure susceptibility to all clinically approved HIV type 1 (HIV-1) drugs targeting reverse transcriptase (RT), protease (PR), integrase (IN), and viral entry. It is an assay in which the antiviral effect on infection within a single replication cycle is measured in triply transfected U87.CD4.CXCR4.CCR5 cells, based on homologous recombination between patient-derived amplicons and molecular proviral clones tagged with the enhanced green fluorescent protein (EGFP) reporter gene and from which certain viral genomic regions are removed. The deletions stretch from p17 codon 7 to PR codon 98 in pNL4.3-DeltagagPR-EGFP, from PR codons 1 to 99 in pNL4.3-DeltaPR-EGFP, from RT codons 1 to 560 in pNL4.3-DeltaRT-EGFP, from IN codons 1 to 288 in pNL4.3-DeltaIN-EGFP, and from gp120 codon 34 to gp41 codon 237 in pNL4.3-Deltaenv-EGFP. The optimized experimental conditions enable the investigation of patient samples regardless of viral subtype or coreceptor use. The extraction and amplification success rate for a set of clinical samples belonging to a broad range of HIV-1 group M genetic forms (A-J, CRF01-03, CRF05, and CRF12-13) and displaying a viral load range of 200 to >500,000 RNA copies/ml was 97%. The drug susceptibility measurements, based on discrimination between infected and noninfected cells on a single-cell level by flow cytometry, were reproducible, with coefficients of variation for resistance ranging from 7% to 31%, and were consistent with scientific literature in terms of magnitude and specificity.
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Genital tract, cord blood, and amniotic fluid exposures of seven antiretroviral drugs during and after pregnancy in human immunodeficiency virus type 1-infected women. Antimicrob Agents Chemother 2009; 53:2367-74. [PMID: 19307360 DOI: 10.1128/aac.01523-08] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The objective of the study was to measure antiretroviral exposures in four physiological compartments during pregnancy, delivery, and postpartum. This prospective, open-label, longitudinal study collected paired blood plasma (BP) and genital tract (GT) aspirates antepartum, at delivery, and up to 12 weeks postpartum. Antiretroviral cord BP and amniotic fluid concentrations were also measured. Drug concentrations were analyzed by validated high-performance liquid chromatography/UV and liquid chromatography/tandem mass spectrometry methods, with secondary compartment concentrations presented as the percentage of BP. Fourteen women taking lamivudine plus zidovudine and either lopinavir-ritonavir (n = 7), nelfinavir (n = 6), or nevirapine (n = 1) were enrolled; four also received tenofovir. GT penetration relative to BP was highest for the nucleoside reverse transcriptase inhibitors compared to the protease inhibitors and nevirapine. Only antepartum nelfinavir GT penetration was significantly higher than in the second trimester (geometric mean ratio [GMR], 179.3) or third trimester (GMR, 41.9). Compared to nonpregnant historical controls, antepartum GT penetration was significantly lower (P < 0.05) for zidovudine (GMR, 0.25) and lopinavir (GMR, 0.03); postpartum lopinavir GT penetration continued to be significantly lower (GMR, 0.27). Cord BP exposures were highest for lamivudine and tenofovir (> or = 100%), with cord BP levels of the remaining drugs ranging from 49 to 86% of that of the respective BP level. Amniotic exposures for lamivudine, zidovudine, tenofovir, and nelfinavir were > or = 100%, nevirapine exposure was 53%, and lopinavir and ritonavir exposures were < or = 6% that of BP. We conclude that GT, cord BP, and amniotic fluid exposures vary within and between antiretroviral drug classes and biologic sites. Measurement of antiretroviral exposure in maternal genital secretions, cord BP, and amniotic fluid may be needed to identify signals of subtherapeutic or supratherapeutic drug exposure.
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Hachiya A, Shimane K, Sarafianos SG, Kodama EN, Sakagami Y, Negishi F, Koizumi H, Gatanaga H, Matsuoka M, Takiguchi M, Oka S. Clinical relevance of substitutions in the connection subdomain and RNase H domain of HIV-1 reverse transcriptase from a cohort of antiretroviral treatment-naïve patients. Antiviral Res 2009; 82:115-21. [PMID: 19428602 DOI: 10.1016/j.antiviral.2009.02.189] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2008] [Revised: 01/27/2009] [Accepted: 02/09/2009] [Indexed: 10/21/2022]
Abstract
Some mutations in the connection subdomain of the polymerase domain and in the RNase H domain of HIV-1 reverse transcriptase (RT) have been shown to contribute to resistance to RT inhibitors. However, the clinical relevance of such mutations is not well understood. To address this point we determined the prevalence of such mutations in a cohort of antiretroviral treatment-naïve patients (n=123) and assessed whether these substitutions are associated with drug resistance in vitro and in vivo. We report here significant differences in the prevalence of substitutions among subtype B, and non-subtype B HIV isolates. Specifically, the E312Q, G333E, G335D, V365I, A371V and A376S substitutions were present in 2-6% of subtype B, whereas the G335D and A371V substitutions were commonly observed in 69% and 75% of non-B HIV-1 isolates. We observed a significant decline in the viral loads of patients that were infected with HIV-1 carrying these substitutions and were subsequently treated with triple drug regimens, even in the case where zidovudine (AZT) was included in such regimens. We show here that, generally, such single substitutions at the connection subdomain or RNase H domain have no influence on drug susceptibility in vitro by themselves. Instead, they generally enhance AZT resistance in the presence of excision-enhancing mutations (EEMs, also known as thymidine analogue-associated mutations, TAMs). However, N348I, A376S and Q509L did confer varying amounts of nevirapine resistance by themselves, even in the absence of EEMs. Our studies indicate that several connection subdomain and RNase H domain substitutions typically act as pre-therapy polymorphisms.
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Affiliation(s)
- Atsuko Hachiya
- AIDS Clinical Center, International Medical Center of Japan, Japan
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Krowicka H, Robinson JE, Clark R, Hager S, Broyles S, Pincus SH. Use of tissue culture cell lines to evaluate HIV antiviral resistance. AIDS Res Hum Retroviruses 2008; 24:957-67. [PMID: 18671478 DOI: 10.1089/aid.2007.0242] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Most current assays of HIV antiviral resistance are based on either sequencing of viral genes (genotypic assays) or amplification and insertion of these genes into standardized virus backbones and culture. These latter are called phenotypic assays. But the only generally accepted phenotypic assay is based upon culture of intact patient virus, performed in phytohemagglutinin-activated peripheral blood mononuclear cells (PHA blasts) in the presence of differing drug concentrations. However, PHA blast culture is difficult and not always reproducible. Therefore we have sought cell lines that may produce more predictable results, yet faithfully mirror results in PHA blasts. We have compared 10 different cell lines for receptor and coreceptor expression, growth of laboratory-adapted strains of HIV, growth by direct inoculation of PBMC from infected patients, and in assays of antiviral drug effects. One of these cell lines, C8166-R5, is statistically not inferior to CD8-depleted PHA blasts for culturing HIV from the peripheral blood cells of patients. The effective concentrations of antiviral drugs of all classes were similar when assayed in C8166-R5 or PHA blasts. Known drug-resistant isolates grown in C8166-R5 demonstrated the predicted effects. We followed a patient longitudinally and demonstrated that resistance testing in C8166-R5 was predictive of clinical outcome. These experiments represent the first steps in developing a clinically useful phenotypic drug resistance assay based upon culturing the patient's own virus.
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Affiliation(s)
- Halina Krowicka
- Research Institute for Children, Children's Hospital, New Orleans, Louisiana 70118
- Department of Pediatrics, LSU Health Sciences Center, New Orleans, Louisiana 70118
| | - James E. Robinson
- Department of Pediatrics, Tulane University Health Sciences Center, New Orleans, Louisiana 70112
| | - Rebecca Clark
- HIV Outpatient Clinic, Department of Internal Medicine, LSU Health Sciences Center, New Orleans, Louisiana 70112
| | - Shannon Hager
- HIV Outpatient Clinic, Department of Internal Medicine, LSU Health Sciences Center, New Orleans, Louisiana 70112
| | - Stephanie Broyles
- HIV Outpatient Clinic, Department of Internal Medicine, LSU Health Sciences Center, New Orleans, Louisiana 70112
| | - Seth H. Pincus
- Research Institute for Children, Children's Hospital, New Orleans, Louisiana 70118
- Department of Pediatrics, LSU Health Sciences Center, New Orleans, Louisiana 70118
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Antiretroviral drug resistance and risk behavior among recently HIV-infected men who have sex with men. J Acquir Immune Defic Syndr 2008; 47:639-43. [PMID: 18285715 DOI: 10.1097/qai.0b013e3181684c3d] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Examine associations among behaviors including substance use during sexual encounters, and transmitted HIV drug resistance in recently HIV-infected men who have sex with men (MSM). METHODS Between 2002 and 2006, 117 recently HIV-infected MSM completed questionnaires regarding their 3 most recent sexual partners. Serum samples were tested for the presence of genotypic and phenotypic HIV drug resistance. Logistic regression analysis was used to assess the association of substance use, behaviors, and resistance to at least 1 class of HIV drugs. RESULTS The mean age of participants was 35 years; 71% identified as white and 19% as Hispanic. Sixty (51%) reported substance use during sexual activity in the past 12 months. A total of 12.5% of 112 had genotypic drug resistance to at least 1 class of antiretroviral medications, and 14% of 117 had phenotypic drug resistance. Substances used during sexual activity associated with phenotypic drug resistance in multivariate models included any substance use (adjusted odds ratio [aOR] = 4.21, 95% confidence interval [CI]: 1.13 to 15.68), polysubstance use (aOR = 5.64, 95% CI: 1.62 to 19.60), methamphetamine (aOR = 4.00, 95% CI: 1.19 to 13.38), 3,4-methylenedioxy-N-methylamphetamine (MDMA)/Ecstasy (aOR = 7.16, 95% CI: 1.40 to 36.59), and gamma-hydroxyl butyrate (GHB) (aOR = 6.98, 95% CI: 1.82 to 26.80). The genotype analysis was similar. CONCLUSIONS Among these recently HIV-infected MSM, methamphetamine use during sexual activity and use of other substances, such as MDMA and GHB, was associated with acquired drug-resistant virus. No other behaviors associated with acquisition of drug-resistant HIV.
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Determination of clinically relevant cutoffs for HIV-1 phenotypic resistance estimates through a combined analysis of clinical trial and cohort data. J Acquir Immune Defic Syndr 2008; 48:26-34. [PMID: 18360290 DOI: 10.1097/qai.0b013e31816d9bf4] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
BACKGROUND Clinically relevant cutoffs are needed for the interpretation of HIV-1 phenotypic resistance estimates as predicted by "virtual" phenotype HIV resistance analysis. METHODS Using a clinical data set containing 2596 treatment change episodes in 2217 patients in 8 clinical trials and 2 population-based cohorts, drug-specific linear regression models were developed to describe the relation between baseline characteristics (resistance, viral load, and treatment history), new treatment regimen selected, and 8-week virologic outcome. RESULTS These models were used to derive clinical cutoffs (CCOs) for 6 nucleoside/nucleotide reverse transcriptase inhibitors (zidovudine, lamivudine, stavudine, didanosine, abacavir, and tenofovir), 3 unboosted protease inhibitors (PIs; indinavir, amprenavir, and nelfinavir), and 4 ritonavir-boosted PIs (indinavir/ritonavir, amprenavir/ritonavir, saquinavir/ritonavir, lopinavir/ritonavir). The CCOs were defined as the phenotypic resistance levels (fold change [FC]) associated with a 20% and 80% loss of predicted wild-type drug effect and depended on the drug-specific dynamic range of the assay. CONCLUSIONS The proposed CCOs were better correlated with virologic response than were biological cutoffs and provide a relevant tool for estimating the resistance to antiretroviral drug combinations used in clinical practice. They can be applied to diverse patient populations and are based on a consistent methodologic approach to interpreting phenotypic drug resistance.
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Persistence of transmitted drug resistance among subjects with primary human immunodeficiency virus infection. J Virol 2008; 82:5510-8. [PMID: 18353964 DOI: 10.1128/jvi.02579-07] [Citation(s) in RCA: 176] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Following interruption of antiretroviral therapy among individuals with acquired drug resistance, preexisting drug-sensitive virus emerges relatively rapidly. In contrast, wild-type virus is not archived in individuals infected with drug-resistant human immunodeficiency virus (HIV) and thus cannot emerge rapidly in the absence of selective drug pressure. Fourteen recently HIV-infected patients with transmitted drug-resistant virus were followed for a median of 2.1 years after the estimated date of infection (EDI) without receiving antiretroviral therapy. HIV drug resistance and pol replication capacity (RC) in longitudinal plasma samples were assayed. Resistance mutations were characterized as pure populations or mixtures. The mean time to first detection of a mixture of wild-type and drug-resistant viruses was 96 weeks (1.8 years) (95% confidence interval, 48 to 192 weeks) after the EDI. The median time to loss of detectable drug resistance using population-based assays ranged from 4.1 years (conservative estimate) to longer than the lifetime of the individual (less conservative estimate). The transmission of drug-resistant virus was not associated with virus with reduced RC. Sexual transmission of HIV selects for highly fit drug-resistant variants that persist for years. The prolonged persistence of transmitted drug resistance strongly supports the routine use of HIV resistance genotyping for all newly diagnosed individuals.
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