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1.
J Acquir Immune Defic Syndr ; 65(5): 542-50, 2014 Apr 15.
Article in English | MEDLINE | ID: mdl-24759064

ABSTRACT

BACKGROUND: Women with HIV and prior exposure to combination antiretroviral therapy (cART) solely for prevention of mother-to-child transmission (pMTCT) need to know whether they can later be treated successfully with a commonly used regimen of efavirenz (EFV) and coformulated emtricitabine (FTC) and tenofovir disoproxil fumarate (TDF). METHODS: Nonpregnant women with plasma HIV-1 RNA of ≥500 copies per milliliter, previously cART exposed for pMTCT only, were eligible if they were off ART for ≥24 weeks before entry, were without evidence of drug resistance on standard genotyping, and were ready to start EFV plus FTC/TDF. The primary endpoint was virologic response (defined as plasma HIV RNA <400 copies/mL) at 24 weeks. RESULTS: Fifty-four women were enrolled between October 2007 and December 2009; 52 of 54 completed 24 weeks of follow-up. Median baseline CD4 T-cell count was 265/mm and baseline plasma HIV-1 RNA was 4.6 log10 copies per milliliter. Median prior cART duration was 14 weeks, and median time elapsed from the last pMTCT dose to entry was 22 months. Virologic response at 24 weeks was observed in 42 of 52 women or 81% (exact 95% confidence interval: 68% to 90%). There were no differences in response by country, by number, or class of prior pMTCT exposures. Although confirmed virologic failure occurred in 8 women, no virologic failures were observed in women reporting perfect early adherence. CONCLUSIONS: In this first prospective clinical trial studying combination antiretroviral retreatment in women with a history of pregnancy-limited cART, the observed virologic response to TDF/FTC and EFV at 24 weeks was 81%. Virologic failures occurred and correlated with self-reported nonadherence.


Subject(s)
Anti-Retroviral Agents/therapeutic use , Antiretroviral Therapy, Highly Active/methods , HIV Infections/drug therapy , Adenine/analogs & derivatives , Adenine/therapeutic use , Adult , Alkynes , Benzoxazines/therapeutic use , CD4 Lymphocyte Count , Cyclopropanes , Deoxycytidine/analogs & derivatives , Deoxycytidine/therapeutic use , Emtricitabine , Female , HIV-1/isolation & purification , Humans , Organophosphonates/therapeutic use , Pregnancy , Prospective Studies , RNA, Viral/blood , Tenofovir , Treatment Outcome , Viral Load
2.
Ther Drug Monit ; 35(2): 209-16, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23503447

ABSTRACT

OBJECTIVE: Among HIV-positive patients prescribed ritonavir-boosted lopinavir, SLCO1B1 521T→C (rs4149056) is associated with increased plasma lopinavir exposure. Protease inhibitors (PIs) are also substrates for cytochrome P450 (CYP) 3A and ABCB1, which are induced by NR1I2. We characterized relationships between ABCB1, CYP3A4, CYP3A5, NR1I2, and SLCO1B1 polymorphisms and trough PI concentrations among AIDS Clinical Trials Group study A5146 participants. METHODS: At study entry, subjects with virologic failure on PI-containing regimens initiated new ritonavir-boosted PI regimens. We studied associations between week 2 PI plasma trough concentrations and 143 polymorphisms in these genes, including 4 targeted polymorphisms. RESULTS: Among 275 subjects with both drug concentrations and genetic data, allelic frequencies of SLCO1B1 521T→C were 15%, 1%, and 8% in whites, blacks, and Hispanics, respectively. Further analyses were limited to 268 white, black, or Hispanic subjects who initiated ritonavir-boosted lopinavir (n = 98), fosamprenavir (n = 69), or saquinavir (n = 99). Of targeted polymorphisms, SLCO1B1 521T→C tended to be associated with higher lopinavir concentrations, with a 1.38-fold increase in the mean per C allele (95% confidence interval, 0.97-1.96; n = 98; P = 0.07). With fosamprenavir, SLCO1B1 521T→C was associated with lower amprenavir concentrations, with a 35% decrease in the mean per C allele (geometric mean ratio 0.65; 95% confidence interval, 0.44-0.94; n = 69; adjusted P = 0.02). There was no significant association with saquinavir concentrations, and none of the remaining 139 exploratory polymorphisms were statistically significant after correcting for multiple comparisons. CONCLUSIONS: With ritonavir-boosted PIs, a SLCO1B1 polymorphism that predicts higher lopinavir trough concentrations seems to predict lower amprenavir trough concentrations. The mechanism underlying this discordant association is uncertain.


Subject(s)
Acquired Immunodeficiency Syndrome/genetics , Genetic Association Studies/methods , HIV Protease Inhibitors/therapeutic use , Linkage Disequilibrium/genetics , Organic Anion Transporters/genetics , Ritonavir/therapeutic use , Acquired Immunodeficiency Syndrome/drug therapy , Adult , Female , Humans , Liver-Specific Organic Anion Transporter 1 , Male , Middle Aged
3.
HIV Clin Trials ; 12(4): 201-14, 2011.
Article in English | MEDLINE | ID: mdl-22044856

ABSTRACT

BACKGROUND: We devised an open-label, randomized trial to evaluate whether therapeutic drug monitoring (TDM) of protease inhibitors (PIs) and dose escalation based upon a normalized inhibitory quotient (NIQ), which integrates PI trough concentration and drug resistance, could improve virologic outcome in PI-experienced patients with treatment failure. Secondary analyses through 48 weeks are presented. METHODS: Eligible HIV-infected subjects with a screening viral load of ≥ 1000 copies/mL initiated a new PI-based regimen at entry and had NIQ performed at week 2. Subjects with an NIQ ≤1 were randomized at week 4 to a standard-of-care (SOC) arm or TDM arm featuring PI dose escalation. RESULTS: One hundred and eighty-three subjects were randomized. There was no significant treatment difference in change from randomization to week 48 in HIV-1 RNA [ P = .13, median (25th, 75th percentile log10 copies/mL change): -0.03 (-0.74, 0.62) with TDM and 0.11 (-2.3, 0.82) with SOC]. In subgroup analysis, patients with ≥ 0.69 active PIs benefited from TDM compared to those with <0.69 active PIs ( P = .05). CONCLUSIONS: While the TDM strategy of PI dose escalation did not improve virologic response at week 48 overall, in subgroup analysis, TDM favorably impacted virologic outcome in subjects taking PI-based regimens with moderate antiviral activity.


Subject(s)
Drug Monitoring , HIV Infections/drug therapy , HIV Protease Inhibitors/therapeutic use , HIV-1/drug effects , Adult , CD4 Lymphocyte Count , Female , Follow-Up Studies , HIV Infections/virology , HIV Protease Inhibitors/adverse effects , Humans , Male , Middle Aged , Viral Load
4.
J Virol ; 85(20): 10861-73, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21835788

ABSTRACT

Nonnucleoside reverse transcriptase inhibitors (NNRTIs) are potent and commonly prescribed antiviral agents used in combination therapy (CART) of human immunodeficiency virus type 1 (HIV-1) infection. The development of drug resistance is a major limitation of CART. Reverse transcriptase (RT) genotypes with the NNRTI resistance mutations K101E+G190S are highly resistant to efavirenz (EFV) and can develop during failure of EFV-containing regimens in patients. We have previously shown that virus with K101E+G190S mutations can replicate more efficiently in the presence of EFV than in its absence. In this study, we evaluated the underlying mechanism for drug-dependent stimulation, using a single-cycle cell culture assay in which EFV was added either during the infection or the virus production step. We determined that EFV stimulates K101E+G190S virus during early infection and does not affect late steps of virus replication, such as increasing the amount of active RT incorporated into virions. Additionally, we showed that another NNRTI, nevirapine (NVP), stimulated K101E+G190S virus replication during the early steps of infection similar to EFV, but that the newest NNRTI, etravirine (ETR), did not. We also showed that EFV stimulates K101E+Y188L and K101E+V106I virus, but not K101E+L100I, K101E+K103N, K101E+Y181C, or K101E+G190A virus, suggesting that the stimulation is mutation specific. Real-time PCR of reverse transcription intermediates showed that although the drug did not stimulate minus-strand transfer, it did stimulate minus-strand strong-stop DNA synthesis. Our results indicate that stimulation most likely occurs through a mechanism whereby NNRTIs stimulate priming or elongation of the tRNA.


Subject(s)
Benzoxazines/pharmacology , HIV Infections/virology , HIV-1/drug effects , HIV-1/growth & development , Reverse Transcriptase Inhibitors/pharmacology , Virus Replication/drug effects , Alkynes , Anti-HIV Agents/pharmacology , Cyclopropanes , HIV Reverse Transcriptase/genetics , Humans , Mutation, Missense , Nevirapine/pharmacology , Nitriles , Pyridazines/pharmacology , Pyrimidines
5.
J Acquir Immune Defic Syndr ; 58(1): 1-8, 2011 Sep 01.
Article in English | MEDLINE | ID: mdl-21637110

ABSTRACT

BACKGROUND: Antiretroviral therapy (ART) introduced during primary HIV infection followed by treatment interruption (TI) is postulated to enhance virologic control through induction of HIV-specific CD4 T cells, which foster virus-specific CD8+ T cells that suppress virus replication. This hypothesis was evaluated in 21 subjects enrolled in AIDS Clinical Trials Group 709, a substudy of AIDS Clinical Trials Group 371, which prospectively evaluated subjects who received ≥1 year of ART initiated in acute or recent HIV infection followed by TI. METHODS: Lymphoproliferation was assessed by [methyl-H] thymidine incorporation and HIV-specific CD8+ T-cell interferon-gamma responses by enzyme-linked immunospot-forming assays. Virologic success was defined as sustained viral load <5000 copies per milliliter for 24 weeks after TI. RESULTS: HIV-specific lymphoproliferative responses were detected at least once in 5 (24%) of 21 subjects, were generally transient, and were unrelated to HIV-specific interferon-gamma responses (P > 0.4). HIV-specific CD8+ interferon-gamma responses increased after 48 weeks of ART (P = 0.03), but failed to predict virologic success (P = 0.18). Compared with seronegative subjects, lymphoproliferation to Candida, cytomegalovirus, and alloantigens was similar in HIV-infected subjects during ART, but lower during TI (P ≤ 0.04). CONCLUSIONS: HIV-specific CD8+ T-cell interferon-gamma responses expand during ART following primary HIV infection, but are not related to HIV-specific lymphoproliferative responses nor virologic success. Impaired non-HIV antigen-specific lymphoproliferation associated with TI suggests this strategy could be deleterious.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , HIV Infections/drug therapy , HIV Infections/immunology , HIV/immunology , Interferon-gamma/metabolism , Adult , Antigens, Bacterial/immunology , Antigens, Fungal/immunology , Antigens, Viral/immunology , Cell Proliferation , Drug Administration Schedule , Female , HIV Infections/blood , Humans , Male , RNA, Viral/blood , Virus Replication
6.
Virology ; 410(2): 368-74, 2011 Feb 20.
Article in English | MEDLINE | ID: mdl-21193211

ABSTRACT

A tRNA gene-like sequence has been identified near the 3' end of HIV-1. Two segments of this sequence (motif 9 and segment 1) promoted minus strand transfer in vitro. The segments are complementary to the tRNA(3)(Lys) primer, and apparently act by binding the tRNA, thereby bringing the 3' and 5' ends of viral RNA into proximity for strand transfer. In this report, we used full-length HIV-1 to demonstrate biological relevance of these segments. We constructed HIV-1 genomes capable of single cycle infection and altered in one or both of two segments. We devised a real time PCR method for quantifying the amount of (-)ssDNA that completes transfer. Results showed that depending on the mutation the efficiency of transfer decreased from 9% to 26%. Alteration of segment 1 had the greatest effect. Alteration of motif 9 or both sequences also caused a reduction, but smaller than alteration of segment 1 alone.


Subject(s)
HIV-1/physiology , RNA, Viral/genetics , RNA, Viral/metabolism , Virus Replication , Cell Line , HIV-1/genetics , Humans , Mutation , RNA, Complementary/genetics , RNA, Complementary/metabolism , RNA, Transfer, Amino Acyl/genetics , RNA, Transfer, Amino Acyl/metabolism
7.
J Clin Microbiol ; 48(11): 4035-43, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20826651

ABSTRACT

The replication fitness of HIV-1 drug-resistant mutants has been measured using either multiple-cycle or single-cycle assays (MCAs or SCAs); these assays have not been systematically compared. We developed an MCA and an SCA that utilized either intact or env-deleted recombinant viral vectors, respectively, in which virus-infected cells were detected by flow cytometry of a reporter gene product. Fitness was measured using each assay for 11 protease mutants, 9 reverse transcriptase mutants, and two mutants with mutations in gag p6, which is important for the release of virus particles from the cell membrane. In the SCA, fitness (replication capacity [RC]) was defined as the proportion of cells infected by the mutant compared to the wild type 40 h after infection. MCA fitness (1+s) was determined by comparing the changes in the relative proportions of cells infected by the mutant and the wild type between 3 and 5 days after infection. Five protease mutants showed statistically different fitness values by the MCA versus the SCA: the D30N, G48V, I50V, I54L, and I54M mutants. When all the mutants were ranked in order from most to least fit for both assays, 4 protease mutants moved more than 5 positions in rank: the D30N, I54L, I54M, and V82A mutants. There were no significant differences in fitness for the gag p6 or reverse transcriptase mutants. We propose that discordant results in the MCA and SCA are due to alterations in late events in the virus life cycle that are not captured in an SCA, such as burst size, cell-to-cell transmission, or infected-cell life span.


Subject(s)
Drug Resistance, Viral , HIV Infections/virology , HIV Protease Inhibitors/pharmacology , HIV Protease/genetics , HIV-1/drug effects , HIV-1/physiology , Virus Replication , Humans , Virology/methods , Virulence
9.
Clin Infect Dis ; 51(5): 620-8, 2010 Sep 01.
Article in English | MEDLINE | ID: mdl-20666602

ABSTRACT

BACKGROUND: Factors promoting the emergence of human immunodeficiency virus type 1 (HIV-1) reverse transcriptase (RT) connection domain mutations and their effect on antiretroviral therapy (ART) are still largely undetermined. We investigated this matter by analyzing genotypic resistance tests covering 400 amino acid positions in the RT of HIV-1 subtype B viruses and corresponding treatment histories and laboratory measurements. METHODS: The emergence of connection domain mutations was studied in 334 patients receiving monotherapy or dual therapy with thymidine analogues at the time of the genotypic resistance test. Response to subsequent combination ART (cART) was analyzed using Cox regression for 291 patients receiving unboosted protease inhibitors. Response was defined by ever reaching an HIV RNA level <50 copies/mL during the first cART. RESULTS: The connection domain mutations N348I, R356K, R358K, A360V, and A371V were more frequently observed in ART-exposed than ART-naive patients, of which only N348I and A360V were nonpolymorphic (with a prevalence of <1.5% in untreated patients). N348I correlated with M184V and predominantly occurred in patients receiving lamivudine and zidovudine concomitantly. A360V was not associated with specific drug combinations and was found to emerge later than M184V or thymidine analogue mutations. Nonpolymorphic connection domain mutations were rarely detected in the absence of established drug resistance mutations in ART-exposed individuals (prevalence, <1%). None of the 5 connection domain mutations associated with treatment showed a statistically significant effect on response to cART. CONCLUSIONS: Despite their frequent emergence, connection domain mutations did not show large detrimental effects on response to cART. Currently, routine implementation of connection domain sequencing seems unnecessary for developed health care settings.


Subject(s)
Anti-HIV Agents/therapeutic use , HIV Reverse Transcriptase/genetics , HIV-1/enzymology , Anti-HIV Agents/administration & dosage , Base Sequence , Drug Resistance, Viral , Drug Therapy, Combination , Genotype , HIV Reverse Transcriptase/metabolism , HIV-1/drug effects , HIV-1/genetics , Humans , Mutation , Retrospective Studies
10.
J Virol ; 84(18): 9377-89, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20592075

ABSTRACT

Nonnucleoside reverse transcriptase (RT) inhibitors (NNRTIs) are important components of multidrug therapy for HIV-1. Understanding the effect of NNRTI-resistant mutants on virus replication and reverse transcriptase (RT) function is valuable for the development of extended-spectrum NNRTIs. We measured the fitness of six NNRTI-resistant mutants, the K103N, V106A, Y181C, G190A, G190S, and P236L viruses, using a flow cytometry-based cell culture assay. K103N and Y181C viruses had fitness similar to that of the wild type while V106A, G190A, G190S, and P236L viruses had reduced fitness. We also determined the biochemical correlates of fitness by measuring the RNase H and polymerization activities of recombinant mutant RTs and virion-associated RTs. The RNase H activities of recombinant and virion-associated RTs correlated with the relative fitness for each mutant. K103N and Y181C mutants had normal RNase H activity; V106A, G190A, and G190S mutants had moderate reductions in activity; and the P236L mutant had substantially reduced activity. With the exception of the P236L mutant, reduced fitness correlates with low virion-associated polymerization efficiency and reduced RT content. Reduced polymerase function in virions derived from low RT content rather than an intrinsic polymerization defect in each RT protein. In conclusion, severe defects in RNase H activity alone, exemplified by the P236L mutant, appear sufficient to cause a substantial reduction in fitness. For the other NNRTI mutants, reductions in RT content decreased both polymerization and RNase H activity in virions. RNase H reduction was compounded by intrinsic RNase H defects in the mutant RTs.


Subject(s)
Drug Resistance, Viral , HIV Reverse Transcriptase/metabolism , HIV-1/growth & development , Mutation, Missense , Reverse Transcriptase Inhibitors/pharmacology , Ribonuclease H/metabolism , Virion/growth & development , Anti-HIV Agents/pharmacology , Cell Line , HIV Reverse Transcriptase/genetics , HIV-1/enzymology , Humans , Virion/enzymology
11.
Ther Drug Monit ; 32(4): 458-66, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20592644

ABSTRACT

In a randomized trial, AIDS Clinical Trials Group (ACTG) protocol 5146 (A5146) investigated the use of therapeutic drug monitoring (TDM) to adjust doses of HIV-1 protease inhibitors (PIs) in patients with prior virologic failure on PI-based therapy who were starting a new PI-based regimen. The overall percentage of "PI trough repeats" such as rescheduled visits or redrawn PI trough specimens increased from 2% to 5% to 10% as the process progressed from the clinical sites, the pharmacology specialty laboratory, and the study team, respectively. Cumulatively, this represents a 17% rate of failure to obtain adequate PI trough sample. While targeting a turnaround of 7 days or less from sample receipt to a drug concentration report, 12% of the received specimens required a longer period to report concentrations. The implementation of dosing changes in the TDM arm were achieved within 7 days or less for 56% of the dose change events and within 14 days or less for 77% of dose change events. This quality assurance analysis provides a valuable summary of the specific points in the TDM process that could be improved during a multicenter clinical trial including: 1) shortening the timeline of sample shipment from clinical site to the laboratory; 2) performing the collection of PI trough specimen within the targeted sampling window by careful monitoring of the last dose times and collection times by the clinicians; 3) increasing patient adherence counseling to reduce the number of samples that are redrawn due to suspecting inconsistent adherence; and 4) decreasing the time to successful TDM-based dose adjustment. The application of some of these findings may also be relevant to single-center studies or clinical TDM programs within a hospital.


Subject(s)
Acquired Immunodeficiency Syndrome/drug therapy , Anti-HIV Agents/therapeutic use , Antiretroviral Therapy, Highly Active/methods , Drug Monitoring/standards , Anti-HIV Agents/blood , Calibration , HIV Protease Inhibitors/blood , HIV Protease Inhibitors/therapeutic use , HIV-1 , Humans , Laboratories/standards , Quality Control , Specimen Handling/standards , Treatment Outcome
12.
J Infect Dis ; 201(7): 1054-62, 2010 Apr 01.
Article in English | MEDLINE | ID: mdl-20170373

ABSTRACT

BACKGROUND: The connection domain mutation N348I confers resistance to zidovudine (AZT) and is associated with the lamivudine (3TC) mutation M184V. We explored the biochemical and virological influence of N348I in the context of M184V. METHODS: Genotypic resistance data for patients receiving monotherapy or dual therapy with AZT, lamivudine (3TC), or AZT/3TC were analyzed. Rates of N348I emergence were compared between treatment groups. Mutant reverse transcriptases (RTs) containing M184V and/or N348I were generated to study enzymatic and virological properties. RESULTS: We included 50 AZT-treated, 11 3TC-treated, and 10 AZT/3TC-treated patients. N348I was observed in 3 (6%), 0, and 4 (40%) of these patients, respectively. The rate of N348I emergence was increased by 5-fold in the AZT/3TC group (11.7 instances [95% confidence interval {CI}, 3.2-30.1 instances] per 100 person-years of receipt of AZT), compared with the rate noted for the AZT group (2.3 instances [95% CI, 0.4-6.8 instances] per 100 person-years of receipt of AZT; P = .04). Biochemical data show that N348I can partially compensate for the diminution in processive DNA synthesis and the reduction in AZT excision associated with M184V. Furthermore, virological analyses demonstrate that N348I confers low-level resistance to AZT and partly restores the reduced RT activity of the M184V variant. CONCLUSION: In vivo selection of N348I is driven by AZT and is further facilitated when 3TC is coadministered. Compensatory interactions between N348I and M184V help to explain these findings.


Subject(s)
HIV Infections/virology , HIV Reverse Transcriptase/genetics , HIV-1/genetics , Lamivudine/pharmacology , Mutation , Reverse Transcriptase Inhibitors/pharmacology , Zidovudine/pharmacology , Cell Line , DNA, Viral , Drug Resistance, Multiple, Viral , Drug Therapy, Combination , HIV Infections/drug therapy , HIV Reverse Transcriptase/metabolism , Humans , Ribonuclease H, Human Immunodeficiency Virus , Selection, Genetic , Statistics, Nonparametric
13.
HIV Clin Trials ; 11(6): 312-24, 2010.
Article in English | MEDLINE | ID: mdl-21239359

ABSTRACT

BACKGROUND AND OBJECTIVE: Maximizing the durability of viral suppression is a key goal of antiretroviral therapy. The objective of AIDS Clinical Trials Group Study 372A was to determine whether the intensification strategy of adding abacavir to an effective indinavir-dual nucleoside regimen would delay the time to virologic failure. METHODS: Zidovudine-experienced subjects (n=229) on therapy with indinavir + zidovudine + lamivudine with plasma HIV-1 RNA levels<500 copies/mL were randomized to abacavir 300 mg twice daily or placebo. The primary endpoint was the time to treatment failure, defined as a composite of confirmed virologic failure (2 consecutive HIV-1 RNAs>200 copies/mL) and treatment discontinuation. RESULTS: At baseline, the study population was 88% male with a median age of 41 years and median CD4 cell count of 250/mm3. Median follow-up was 4.4 years. The primary endpoint was reached in 61/116 of abacavir versus 62/113 of placebo recipients (P=.77); virologic failure occurred in 34/116 and 42/113 patients, respectively (P=.22). There were no differences in the proportions of subjects with plasma HIV-1 RNA levels below 50 copies/mL, in CD4 cell count increases, nor adverse events between the arms. In the study, 17% of subjects developed nephrolithiasis, 2% experienced abacavir hypersensitivity, and 4.8% experienced at least 1 serious cardiovascular event (7 [6%] in the abacavir arm, 4 [3.5%] in the placebo arm). In additional secondary and post hoc analyses, rates of intermittent viremia, suppression below a plasma HIV-1 RNA level of 6 copies/mL, and HIV-1 proviral DNA levels in peripheral blood mononuclear cells were not significantly different in the 2 arms. CONCLUSIONS: The strategy of intensification with abacavir in patients who are virologically suppressed on a stable antiretroviral regimen does not confer a clinical or virologic benefit. As antiretroviral regimens have become more potent since this trial was completed, it will be even more difficult to prove that late intensification of already virologically suppressed patients will add benefit. However, studies are warranted with drugs with new mechanisms of action to determine whether the level of persistent viremia below 50 copies/ mL can be further reduced and what influence this may have on latent HIV reservoirs.


Subject(s)
Anti-HIV Agents/pharmacology , Dideoxynucleosides/pharmacology , HIV Infections/drug therapy , HIV-1/drug effects , Adult , Aged , Anti-HIV Agents/standards , CD4 Lymphocyte Count , Dideoxynucleosides/standards , Double-Blind Method , Drug Therapy, Combination , Female , Genotype , HIV Protease Inhibitors/administration & dosage , HIV-1/genetics , Humans , Indinavir/administration & dosage , Male , Middle Aged , Placebos , Treatment Failure , Young Adult , Zidovudine/administration & dosage
14.
J Infect Dis ; 201(2): 293-6, 2010 Jan 15.
Article in English | MEDLINE | ID: mdl-20001856

ABSTRACT

Human immunodeficiency virus type 1 (HIV-1) persists in a latent reservoir of infected resting memory CD4 cells in patients receiving antiretroviral therapy. We assessed whether multitarget therapy with enfuvirtide, 2 reverse-transcriptase inhibitors, and a ritonavir-boosted protease inhibitor leads to decay of this reservoir. Nineteen treatment-naive patients initiated this regimen; 9 experienced virologic suppression and continued enfuvirtide-containing therapy for at least 48 weeks. In enfuvirtide-treated patients with virological suppression, there was no decay of the latent reservoir (95% confidence interval for half-life, 11 months to infinity). The stability of the latent reservoir despite intensive therapy suggests that new strategies are needed to eradicate HIV-1 from this reservoir. (ClinicalTrials.gov identifier: NCT00051831 .).


Subject(s)
Antiviral Agents/therapeutic use , CD4-Positive T-Lymphocytes/virology , HIV Envelope Protein gp41/therapeutic use , HIV Infections/drug therapy , HIV-1/physiology , Peptide Fragments/therapeutic use , Virus Latency/drug effects , Adult , CD4 Lymphocyte Count , Drug Therapy, Combination , Enfuvirtide , Female , Humans , Male , Viral Load
15.
Biometrics ; 65(1): 292-300, 2009 Mar.
Article in English | MEDLINE | ID: mdl-18510656

ABSTRACT

Many biological processes and systems can be described by a set of differential equation (DE) models. However, literature in statistical inference for DE models is very sparse. We propose statistical estimation, model selection, and multimodel averaging methods for HIV viral fitness experiments in vitro that can be described by a set of nonlinear ordinary differential equations (ODE). The parameter identifiability of the ODE models is also addressed. We apply the proposed methods and techniques to experimental data of viral fitness for HIV-1 mutant 103N. We expect that the proposed modeling and inference approaches for the DE models can be widely used for a variety of biomedical studies.


Subject(s)
Biometry/methods , HIV-1/physiology , Virus Physiological Phenomena , HIV-1/genetics , Models, Biological , Mutation
16.
AIDS ; 23(3): 357-68, 2009 Jan 28.
Article in English | MEDLINE | ID: mdl-19114860

ABSTRACT

OBJECTIVE: Whether therapeutic drug monitoring of protease inhibitors improves outcomes in HIV-infected patients is controversial. We evaluated this strategy in a randomized, open-label clinical trial, using a normalized inhibitory quotient (NIQ), which incorporates drug exposure and viral drug resistance. NIQs < or = 1 may predict poor outcome and identify patients who could benefit from dose escalation. DESIGN/METHODS: Eligible patients had a viral load > or =1000 copies/ml on a failing regimen, and began a new protease inhibitor containing regimen at entry. All FDA-approved protease inhibitors available during the study recruitment (June 2002-May 2006) were allowed. One hundred and eighty-three participants with NIQ < or = 1, on the basis of their week 2 protease inhibitor trough concentration and pre-entry drug resistance test, were randomized at week 4 to standard of care (SOC) or protease inhibitor dose escalation (TDM). The primary endpoint was change in log10 plasma HIV-1 RNA concentration from randomization to 20 weeks later. RESULTS: Ninety-one patients were randomized to SOC and 92 to TDM. NIQs increased more in the TDM arm compared to SOC (+69 versus +25%, P = 0.01). Despite this, TDM and SOC arms showed no difference in outcome (+0.09 versus +0.02 log10, P = 0.17). In retrospective subgroup analyses, patients with less HIV resistance to their protease inhibitors benefited from TDM (P = 0.002), as did black and Hispanic patients (P = 0.035 and 0.05, respectively). Differences between black and white patients persisted when accounting for protease inhibitor susceptibility. CONCLUSIONS: There was no overall benefit of TDM. In post hoc subgroup analyses, TDM appeared beneficial in black and Hispanic patients, and in patients whose virus retained some susceptibility to the protease inhibitors in their regimen.


Subject(s)
Drug Monitoring/methods , HIV Infections/drug therapy , HIV Protease Inhibitors/therapeutic use , HIV-1/drug effects , Adult , Antiretroviral Therapy, Highly Active , Drug Administration Schedule , Drug Resistance, Viral , Female , HIV Infections/blood , HIV Infections/virology , HIV Protease Inhibitors/administration & dosage , HIV Protease Inhibitors/adverse effects , HIV Protease Inhibitors/blood , HIV-1/isolation & purification , Humans , Male , Middle Aged , RNA, Viral/blood , Treatment Outcome , Viral Load
17.
Bull Math Biol ; 70(6): 1749-71, 2008 Aug.
Article in English | MEDLINE | ID: mdl-18648886

ABSTRACT

Growth competition assays have been developed to quantify the relative fitness of HIV-1 mutants. In this article, we develop mathematical models to describe viral/cellular dynamic interactions in the assay system from which the competitive fitness indices or parameters are defined. In our previous HIV-viral fitness experiments, the concentration of uninfected target cells was assumed to be constant (Wu et al. 2006). But this may not be true in some experiments. In addition, dual infection may frequently occur in viral fitness experiments and may not be ignorable. Here, we relax these two assumptions and extend our earlier viral fitness model (Wu et al. 2006). The resulting models then become nonlinear ODE systems for which closed-form solutions are not achievable. In the new model, the viral relative fitness is a function of time since it depends on the target cell concentration. First, we studied the structure identifiability of the nonlinear ODE models. The identifiability analysis showed that all parameters in the proposed models are identifiable from the flow-cytometry-based experimental data that we collected. We then employed a global optimization approach (the differential evolution algorithm) to directly estimate the kinetic parameters as well as the relative fitness index in the nonlinear ODE models using nonlinear least square regression based on the experimental data. Practical identifiability was investigated via Monte Carlo simulations.


Subject(s)
Flow Cytometry/methods , HIV-1/growth & development , Models, Biological , T-Lymphocytes/virology , Virus Replication/physiology , Algorithms , Cell Line , Cell Proliferation , Computer Simulation , HIV-1/genetics , Humans , Kinetics , Least-Squares Analysis , Monte Carlo Method , Mutation , Nonlinear Dynamics , T-Lymphocytes/cytology , Virus Replication/genetics
18.
HIV Clin Trials ; 9(1): 11-25, 2008.
Article in English | MEDLINE | ID: mdl-18215978

ABSTRACT

PURPOSE: To evaluate the association of efavirenz hypersusceptibility (EFV-HS) with clinical outcome in a double-blind, placebo-controlled, randomized trial of EFV plus indinavir (EFV+IDV) vs. EFV+IDV plus abacavir (ABC) in 283 nucleoside-experienced HIV-infected patients. METHOD AND RESULTS: Rates of virologic failure were similar in the 2 arms at week 16 (p = .509). Treatment discontinuations were more common in the ABC arm (p = .001). Using logistic regression, there was no association between virologic failure and either baseline ABC resistance or regimen sensitivity score. Using 3 different genotypic scoring systems, EFV-HS was significantly associated with reduced virologic failure at week 16, independent of treatment assignment. In some patients on the nucleoside-sparing arm, the nucleoside-resistance mutation L74V was selected for in combination with the uncommonly occurring EFV-resistance mutations K103N+L100I; L74V was not detected as a minority variant, using clonal sequence analysis, when the nucleoside-sparing regimen was initiated. CONCLUSION: Premature treatment discontinuations in the ABC arm and the presence of EFV-HS HIV variants in this patient population likely made it difficult to detect a benefit of adding ABC to EFV+IDV. In addition, L74V, when combined with K103N+L100I, may confer a selective advantage to the virus that is independent of its effects on nucleoside resistance.


Subject(s)
Anti-HIV Agents/therapeutic use , Benzoxazines/therapeutic use , Dideoxynucleosides/therapeutic use , HIV Infections/drug therapy , HIV-1/drug effects , Indinavir/therapeutic use , Adult , Aged , Alkynes , CD4 Lymphocyte Count , Cyclopropanes , Double-Blind Method , Drug Resistance, Viral , Drug Therapy, Combination , Female , HIV Infections/virology , HIV Protease Inhibitors/therapeutic use , HIV-1/isolation & purification , Humans , Male , Middle Aged , Treatment Outcome
19.
HIV Clin Trials ; 9(1): 61-72, 2008.
Article in English | MEDLINE | ID: mdl-18215983

ABSTRACT

The AIDS Clinical Trials Group designed and implemented a prospective, randomized, strategy trial in antiretroviral-experienced, HIV-infected patients to evaluate the virologic impact of protease inhibitor dose escalation in response to therapeutic drug monitoring (TDM) with an inhibitory quotient, which integrates both drug exposure and viral drug resistance. In the process of developing this clinical trial, several unique challenges were identified that required innovative solutions. The major challenge was the need to integrate resistance testing, pharmacokinetic data, medication adherence, toxicity data, clinical assessments, randomization assignment, and protocol-specified clinical management in a way that could be utilized in real time by the protocol team, communicated promptly to the clinical sites, and transmitted accurately to the study database. In addition, the protocol team had to address the relative lack of commercially available TDM laboratories in the United States that were experienced in antiretroviral drug assays and a lack of familiarity with the principles of pharmacokinetic monitoring at participating clinical sites. This article outlines the rationale for the design of this strategy trial, specific barriers to implementation that were identified, and solutions that were developed with the hope that these experiences will facilitate the design and conduct of future trials of TDM.


Subject(s)
Anti-HIV Agents/therapeutic use , Drug Monitoring , HIV Infections/drug therapy , HIV Protease Inhibitors/therapeutic use , Anti-HIV Agents/administration & dosage , Anti-HIV Agents/pharmacokinetics , HIV/drug effects , HIV/physiology , HIV Infections/virology , HIV Protease Inhibitors/administration & dosage , HIV Protease Inhibitors/pharmacokinetics , Humans , Research Design
20.
Clin Microbiol Rev ; 20(4): 550-78, 2007 Oct.
Article in English | MEDLINE | ID: mdl-17934074

ABSTRACT

The relative fitness of a variant, according to population genetics theory, is that variant's relative contribution to successive generations. Most drug-resistant human immunodeficiency virus type 1 (HIV-1) variants have reduced replication fitness, but at least some of these deficits can be compensated for by the accumulation of second-site mutations. HIV-1 replication fitness also appears to influence the likelihood of a drug-resistant mutant emerging during treatment failure and is postulated to influence clinical outcomes. A variety of assays are available to measure HIV-1 replication fitness in cell culture; however, there is no agreement regarding which assays best correlate with clinical outcomes. A major limitation is that there is no high-throughput assay that incorporates an internal reference strain as a control and utilizes intact virus isolates. Some retrospective studies have demonstrated statistically significant correlations between HIV-1 replication fitness and clinical outcomes in some patient populations. However, different studies disagree as to which clinical outcomes are most closely associated with fitness. This may be in part due to assay design, sample size limitations, and differences in patient populations. In addition, the strength of the correlations between fitness and clinical outcomes is modest, suggesting that, at present, it would be difficult to utilize these assays for clinical management.


Subject(s)
Anti-HIV Agents , HIV Infections/drug therapy , HIV Infections/physiopathology , HIV-1 , Animals , Anti-HIV Agents/pharmacology , Anti-HIV Agents/therapeutic use , Cell Line , Cells, Cultured , Drug Resistance, Viral/genetics , HIV Infections/immunology , HIV Infections/virology , HIV-1/drug effects , HIV-1/genetics , HIV-1/physiology , Humans , Mice , Mice, SCID , Microbial Sensitivity Tests , Mutation , Virus Replication/genetics , Virus Replication/physiology
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