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1.
Sci Adv ; 5(11): eaaw1634, 2019 11.
Article in English | MEDLINE | ID: mdl-31803829

ABSTRACT

Modeling many-body quantum systems with strong interactions is one of the core challenges of modern physics. A range of methods has been developed to approach this task, each with its own idiosyncrasies, approximations, and realm of applicability. However, there remain many problems that are intractable for existing methods. In particular, many approaches face a huge computational barrier when modeling large numbers of coupled electrons and ions at finite temperature. Here, we address this shortfall with a new approach to modeling many-body quantum systems. On the basis of the Bohmian trajectory formalism, our new method treats the full particle dynamics with a considerable increase in computational speed. As a result, we are able to perform large-scale simulations of coupled electron-ion systems without using the adiabatic Born-Oppenheimer approximation.

2.
HIV Med ; 15(7): 442-8, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24735474

ABSTRACT

OBJECTIVES: We compared the use of computational models developed with and without HIV genotype vs. genotyping itself to predict effective regimens for patients experiencing first-line virological failure. METHODS: Two sets of models predicted virological response for 99 three-drug regimens for patients on a failing regimen of two nucleoside/nucleotide reverse transcriptase inhibitors and one nonnucleoside reverse transcriptase inhibitor in the Second-Line study. One set used viral load, CD4 count, genotype, plus treatment history and time to follow-up to make its predictions; the second set did not include genotype. Genotypic sensitivity scores were derived and the ranking of the alternative regimens compared with those of the models. The accuracy of the models and that of genotyping as predictors of the virological responses to second-line regimens were compared. RESULTS: The rankings of alternative regimens by the two sets of models were significantly correlated in 60-69% of cases, and the rankings by the models that use a genotype and genotyping itself were significantly correlated in 60% of cases. The two sets of models identified alternative regimens that were predicted to be effective in 97% and 100% of cases, respectively. The area under the receiver-operating curve was 0.72 and 0.74 for the two sets of models, respectively, and significantly lower at 0.55 for genotyping. CONCLUSIONS: The two sets of models performed comparably well and significantly outperformed genotyping as predictors of response. The models identified alternative regimens predicted to be effective in almost all cases. It is encouraging that models that do not require a genotype were able to predict responses to common second-line therapies in settings where genotyping is unavailable.


Subject(s)
Anti-HIV Agents/therapeutic use , Computer Simulation , HIV Infections/drug therapy , HIV/genetics , Adult , CD4 Lymphocyte Count , Female , Genotype , HIV/drug effects , HIV Infections/virology , Humans , Male , Middle Aged , Models, Biological , Predictive Value of Tests , Retrospective Studies , Reverse Transcriptase Inhibitors/therapeutic use , Viral Load
3.
J Antimicrob Chemother ; 68(6): 1406-14, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23485767

ABSTRACT

OBJECTIVES: Genotypic HIV drug-resistance testing is typically 60%-65% predictive of response to combination antiretroviral therapy (ART) and is valuable for guiding treatment changes. Genotyping is unavailable in many resource-limited settings (RLSs). We aimed to develop models that can predict response to ART without a genotype and evaluated their potential as a treatment support tool in RLSs. METHODS: Random forest models were trained to predict the probability of response to ART (≤400 copies HIV RNA/mL) using the following data from 14 891 treatment change episodes (TCEs) after virological failure, from well-resourced countries: viral load and CD4 count prior to treatment change, treatment history, drugs in the new regimen, time to follow-up and follow-up viral load. Models were assessed by cross-validation during development, with an independent set of 800 cases from well-resourced countries, plus 231 cases from Southern Africa, 206 from India and 375 from Romania. The area under the receiver operating characteristic curve (AUC) was the main outcome measure. RESULTS: The models achieved an AUC of 0.74-0.81 during cross-validation and 0.76-0.77 with the 800 test TCEs. They achieved AUCs of 0.58-0.65 (Southern Africa), 0.63 (India) and 0.70 (Romania). Models were more accurate for data from the well-resourced countries than for cases from Southern Africa and India (P < 0.001), but not Romania. The models identified alternative, available drug regimens predicted to result in virological response for 94% of virological failures in Southern Africa, 99% of those in India and 93% of those in Romania. CONCLUSIONS: We developed computational models that predict virological response to ART without a genotype with comparable accuracy to genotyping with rule-based interpretation. These models have the potential to help optimize antiretroviral therapy for patients in RLSs where genotyping is not generally available.


Subject(s)
HIV Infections/drug therapy , HIV/genetics , Adult , Africa South of the Sahara/epidemiology , Anti-HIV Agents/supply & distribution , Anti-HIV Agents/therapeutic use , Computer Simulation , Databases, Factual , Female , Follow-Up Studies , HIV Infections/virology , HIV Protease Inhibitors/supply & distribution , HIV Protease Inhibitors/therapeutic use , Health Resources , Humans , India/epidemiology , Male , Middle Aged , Models, Statistical , Predictive Value of Tests , ROC Curve , Reverse Transcriptase Inhibitors/supply & distribution , Reverse Transcriptase Inhibitors/therapeutic use , Romania/epidemiology , Treatment Failure , Viral Load
4.
J Antimicrob Chemother ; 65(4): 605-7, 2010 Apr.
Article in English | MEDLINE | ID: mdl-20154024

ABSTRACT

In the absence of widespread access to individualized laboratory monitoring, which forms an integral part of HIV patient management in resource-rich settings, the roll-out of highly active antiretroviral therapy (HAART) in resource-limited settings has adopted a public health approach based on standard HAART protocols and clinical/immunological definitions of therapy failure. The cost-effectiveness of HIV-1 viral load monitoring at the individual level in such settings has been debated, and questions remain over the long-term and population-level impact of managing HAART without it. Computational models that accurately predict virological response to HAART using baseline data including CD4 count, viral load and genotypic resistance profile, as developed by the Resistance Database Initiative, have significant potential as an aid to treatment selection and optimization. Recently developed models have shown good predictive performance without the need for genotypic data, with viral load emerging as by far the most important variable. This finding provides further, indirect support for the use of viral load monitoring for the long-term optimization of HAART in resource-limited settings.


Subject(s)
Anti-HIV Agents/therapeutic use , Drug Monitoring/methods , HIV Infections/drug therapy , HIV-1/isolation & purification , Viral Load , Computer Simulation , Developing Countries , Humans
5.
J Virol ; 76(19): 10015-9, 2002 Oct.
Article in English | MEDLINE | ID: mdl-12208978

ABSTRACT

Six structures of human immunodeficiency virus type 1 (HIV-1) reverse transcriptase (RT) containing combinations of resistance mutations for zidovudine (AZT) (M41L and T215Y) or lamivudine (M184V) have been determined as inhibitor complexes. Minimal conformational changes in the polymerase or nonnucleoside RT inhibitor sites compared to the mutant RTMC (D67N, K70R, T215F, and K219N) are observed, indicating that such changes may occur only with certain combinations of mutations. Model building M41L and T215Y into HIV-1 RT-DNA and docking in ATP that is utilized in the pyrophosphorolysis reaction for AZT resistance indicates that some conformational rearrangement appears necessary in RT for ATP to interact simultaneously with the M41L and T215Y mutations.


Subject(s)
Anti-HIV Agents/pharmacology , Codon , Drug Resistance, Viral/genetics , HIV Reverse Transcriptase/chemistry , Lamivudine/pharmacology , Mutation , Zidovudine/pharmacology , Adenosine Triphosphate/metabolism , Crystallization , HIV Reverse Transcriptase/genetics , Protein Conformation
6.
J Infect ; 44(2): 88-91, 2002 Feb.
Article in English | MEDLINE | ID: mdl-12076067

ABSTRACT

OBJECTIVES: To examine the prevalence of resistance mutations and natural polymorphisms to reverse transcriptase (RT) and protease inhibitors in a cohort of patients with defined seroconversion dates. METHODS: Eligible patients were those attending an HIV centre in North London who seroconverted from HIV negative to positive status between 01/01/85 and 31/12/91 (n=104). Genotypic resistance analysis was performed on the first positive serum sample after seroconversion and before use of antiretroviral therapy using population-based sequencing of RT-PCR fragments and rule-based sequence interpretation (Vircogen). RESULTS: Protease and RT sequences were successfully amplified from only 37 (35.6%) of the 104 seroconverters. Only one patient who seroconverted in August 1991 showed any evidence of significant mutations in the RT region, and this was associated with resistance to zidovudine (ZDV) (215Y and 210W). An additional patient who seroconverted in July 1991 had a TOR mutation and was classified as having intermediate resistance to ZDV. No spontaneous mutations were detected in the protease region. CONCLUSIONS: Overall only 2 (5%) of these treatment-naïve individuals were infected with HIV variants resistant to ZDV. Although the data at present do not support the need for pretreatment genotyping, there is a need for continued surveillance of the frequency of resistance mutations in antiretroviral naïve patients since the introduction of highly active antiretroviral therapy.


Subject(s)
Anti-HIV Agents/pharmacology , Drug Resistance, Multiple, Viral , HIV Infections/virology , HIV-1/drug effects , Zidovudine/pharmacology , Europe , Genetic Variation , Genotype , HIV-1/genetics , HIV-1/physiology , Humans , London , North America , Prevalence , Retrospective Studies , Reverse Transcriptase Polymerase Chain Reaction
7.
Antimicrob Agents Chemother ; 46(4): 1067-72, 2002 Apr.
Article in English | MEDLINE | ID: mdl-11897591

ABSTRACT

Tenofovir is a nucleotide analogue human immunodeficiency virus type 1 (HIV-1) reverse transcriptase (RT) inhibitor, and its oral prodrug, tenofovir disoproxil fumarate, has recently been approved for the treatment of HIV-1 infection in the United States. The objective of this study was to characterize the in vitro susceptibility profiles of a large panel of clinically derived HIV-1 isolates for tenofovir. The distribution of tenofovir susceptibilities in over 1,000 antiretroviral-naive, HIV-1-infected individuals worldwide was determined using the Virco Antivirogram assay. In addition, phenotypic susceptibilities to tenofovir and other RT inhibitors were determined in a panel of nearly 5,000 recombinant HIV-1 clinical isolates from predominantly treatment-experienced patients analyzed as a part of routine drug resistance testing. Greater than 97.5% of isolates from treatment-naive patients had tenofovir susceptibilities <3-fold above those of the wild-type controls by the Antivirogram. The clinically derived panel of 5,000 samples exhibited a broad range of antiretroviral drug susceptibilities, including 69, 43, and 16% having >10-fold-decreased susceptibilities to at least one, two, and three antiretroviral drug classes, respectively. Greater than 88% of these 5,000 clinical isolates were within the threefold susceptibility range for tenofovir, and >99% exhibited <10-fold-reduced susceptibilities to tenofovir. Decreased susceptibility to tenofovir was not directly associated with resistance to other RT inhibitors; r(2) values of log-log linear regression plots of susceptibility to tenofovir versus susceptibility to other RT inhibitors were <0.4. The results suggest that the majority of treatment-naive and treatment-experienced individuals harbor HIV that remains within the normal range of tenofovir susceptibilities and may be susceptible to tenofovir disoproxil fumarate therapy.


Subject(s)
Adenine/analogs & derivatives , Adenine/pharmacology , HIV-1/drug effects , Organophosphonates , Organophosphorus Compounds/pharmacology , Reverse Transcriptase Inhibitors/pharmacology , Drug Resistance, Microbial , Genotype , HIV-1/ultrastructure , Humans , Microbial Sensitivity Tests , Phenotype , RNA, Viral/drug effects , RNA, Viral/genetics , Tenofovir
8.
HIV Clin Trials ; 2(6): 445-52, 2001.
Article in English | MEDLINE | ID: mdl-11742431

ABSTRACT

PURPOSE: To relate baseline plasma HIV genotypic and virtual phenotypic antiretroviral drug susceptibility to subsequent virological response in patients receiving saquinavir (SQV)-enhancing therapy. Individuals were randomized to receive stavudine (d4T), SQV, and one of ritonavir, nelfinavir, or delavirdine to enhance SQV blood levels. METHOD: The protease and reverse transcriptase baseline sequences of 31 treatment-experienced patients were analyzed by genotype and virtual phenotype and were related to viral load at weeks 12 and 24. Genotypic resistance to SQV was defined by the presence of G48V and/or L90M mutations in the protease gene. Potential cross-resistance to d4T in zidovudine (ZDV)-experienced individuals was defined by the presence of thymidine-associated mutations in the reverse transcriptase gene. RESULTS: ZDV-associated mutations did not affect the virological response at 24 weeks. Individuals who were sensitive to SQV at baseline as determined by either genotyping or virtual phenotyping showed a greater decrease in viral load at week 24 than those resistant to SQV, irrespective of treatment arm. By genotyping, SQV-sensitive individuals had a median log decrease of 1.12 compared to 0.32 for those individuals who were SQV resistant. By virtual phenotyping, SQV-sensitive individuals had a median log decrease of 1.0 compared to a rise of 0.08 in resistant individuals. CONCLUSION: Thymidine analogue-associated mutations at baseline did not influence the response to subsequent therapy involving d4T. Individuals who were sensitive or resistant to SQV by genotyping or virtual phenotyping responded to SQV-enhancing regimens, but the virological response was greater in those who were sensitive.


Subject(s)
Anti-HIV Agents/therapeutic use , Drug Resistance, Viral , HIV Infections/drug therapy , HIV-1/drug effects , Reverse Transcriptase Inhibitors/therapeutic use , Saquinavir/therapeutic use , Anti-HIV Agents/pharmacology , Drug Therapy, Combination , Genotype , HIV Infections/virology , HIV Protease/genetics , HIV Reverse Transcriptase/genetics , HIV-1/genetics , HIV-1/physiology , Humans , Microbial Sensitivity Tests , Phenotype , RNA, Viral/blood , Reverse Transcriptase Inhibitors/pharmacology , Saquinavir/pharmacology , Treatment Outcome , Viral Load
9.
Proc Natl Acad Sci U S A ; 98(26): 15161-6, 2001 Dec 18.
Article in English | MEDLINE | ID: mdl-11734634

ABSTRACT

Although continuous highly active antiretroviral therapy (HAART) is effective for many HIV-infected patients, it can be toxic and prohibitive in cost. By decreasing the total amount of time patients receive medications, intermittent HAART could reduce toxicity and cost. Therefore, we initiated a pilot study in which 10 HIV-infected individuals receiving effective therapy that resulted in levels of HIV RNA <50 copies per ml of plasma and CD4(+) T cell counts >300 cells per mm(3) of whole blood received repeated cycles of 7 days on HAART followed by 7 days off of HAART. Patients maintained suppression of plasma viremia for 32-68 weeks. There was no significant increase in HIV proviral DNA or replication-competent HIV in peripheral CD4(+) T cells or HIV RNA in peripheral blood or lymph node mononuclear cells. There was no significant change in CD4(+) T cell counts, no significant increase in CD4(+) or CD8(+) T cells expressing activation markers or producing IFN-gamma in response to HIV, no increase in CD4(+) T cell proliferation to p24 antigen, and no evidence for the development of resistance to HAART medications. There was a significant decrease in serum cholesterol and triglyceride levels. Thus, in this proof-of-concept study, short-cycle intermittent HAART maintained suppression of plasma viremia as well as HIV replication in reservoir sites while preserving CD4(+) T cell counts. In addition, there was a decrease in serum cholesterol and triglyceride levels. Intermittent therapy may be an important strategy to reduce cost and toxicity for HIV-infected individuals.


Subject(s)
Antiretroviral Therapy, Highly Active , HIV Infections/drug therapy , Anti-HIV Agents/adverse effects , Anti-HIV Agents/pharmacology , Anti-HIV Agents/therapeutic use , Antiretroviral Therapy, Highly Active/adverse effects , CD4 Lymphocyte Count , Drug Administration Schedule , Genotype , HIV Infections/immunology , HIV Infections/virology , HIV-1/drug effects , HIV-1/isolation & purification , Humans , Lymph Nodes/pathology , Microbial Sensitivity Tests , Phenotype , Pilot Projects , RNA, Viral
10.
Virus Genes ; 23(2): 193-202, 2001.
Article in English | MEDLINE | ID: mdl-11724274

ABSTRACT

We have investigated the phenotypic and genotypic susceptibility of 14 HIV-1 strains isolated from individuals failing HAART therapy to protease inhibitors (PI). Proviral and plasma viral pol gene fragment were amplified, sequenced and subtyped. Nine samples clustered with protease subtype B reference strains and the remaining samples were classified as non-B subtype corresponding to subtype F (n = 4) and subtype A (n = 1). Although all patients were treated with similar P1 drug regimen, the non-B subtype isolates did not present the L90M and 184V mutations and used mainly G48V and V82A/F to achieve drug resistance. A strong cross-resistance phenotype among all four PI was associated with the mutation L90M in the subtype-B isolates, and with G48V and V82A/F in the non-B counterparts. This observation revealed that the non-B viruses tested had specific genotypic characteristics contrasting with the subtype-B isolates.


Subject(s)
Antiretroviral Therapy, Highly Active , Drug Resistance, Microbial/genetics , HIV Infections/drug therapy , HIV-1/genetics , Mutation , Amino Acid Sequence , Genotype , HIV Infections/virology , HIV-1/drug effects , Humans , Molecular Sequence Data , Phenotype , Sequence Homology, Amino Acid
11.
Antivir Ther ; 6 Suppl 3: 25-44, 2001.
Article in English | MEDLINE | ID: mdl-11678471

ABSTRACT

A variety of key mutations in HIV reverse transcriptase (RT) have been associated with nucleoside reverse transcriptase inhibitor (NRTI) exposure, which give rise to a diverse range of effects in terms of altered drug susceptibilities, viral replicative capacity and RT biochemistry. There are three basic mechanisms of resistance conferred by specific mutations in the coding region of RT. The first is drug discrimination, whereby a particular drug or drugs are either selectively excluded from uptake or from the RT-primer-template catalytic complex. Drug discrimination is, for the most part, relatively specific for individual drugs. Repositioning of the template-primer to prevent a catalytically competent complex in the presence of a bound drug molecule has also been observed in some instances, and forms a second mechanism. The third, and potentially most significant for long-term efficacy of the NRTIs, is pyrophosphorolysis, the primary mode of resistance to zidovudine. Mutations selected by this drug or stavudine serve to elevate the natural rate of the reverse reaction for RT. Pyrophosphorolysis uncouples the last nucleoside monophosphate added to the proviral transcript, and attaches it to either a free pyrophosphate (regenerating a deoxynucleoside triphosphate) or to a nucleoside di- or triphosphate (usually ATP). Uncoupling a chain-terminating NRTI residue therefore rescues reverse transcription and reduces drug susceptibility across the class, since the process is not specific for the selecting drug. Of all the nucleoside-associated mutations, the best known and most studied are the six associated with thymidine analogue exposure. These six mutations (M41L, D67N, K70R, L210W, T215Y/F, K219Q) enhance RT pyrophosphorolysis to confer high-level viral resistance to zidovudine, and clinically significant loss of response to stavudine and didanosine. They have also been found to confer reduced susceptibility to lamivudine and abacavir, particularly when present alongside other NRTI-induced changes. Other key mutations generally confer more limited resistance to specific agents, although the primary lamivudine- and abacavir-associated M184V substitution generates a broad spectrum of drug-dependent phenotypes, and uncommon mutational complexes conferring resistance across the entire class are well known. In addition to 'classical' multi-nucleoside-resistant genotypes, database-driven 'virtual phenotyping' for accumulations of NRTI-associated mutations around a core of thymidine analogue-induced changes predicts drug susceptibilities below wild-type across the entire NRTI class, even in the absence of key mutations associated with individual agents. When the natural range of drug susceptibilities for treatment-naive isolates is used as the basis for defining resistance, retrospective analysis of clinical isolates in the Virco database shows a significantly increased incidence of reduced susceptibility for the dideoxy NRTIs (didanosine, stavudine and zalcitabine) that was undetected in previous assays. These data imply a cumulative degradation of response to


Subject(s)
Anti-HIV Agents/pharmacology , HIV-1/drug effects , Mutation , Nucleosides/pharmacology , Nucleotides/pharmacology , Reverse Transcriptase Inhibitors/pharmacology , Anti-HIV Agents/chemistry , Anti-HIV Agents/therapeutic use , Drug Resistance, Multiple, Viral , Drug Therapy, Combination , HIV Infections/drug therapy , HIV Infections/virology , HIV Reverse Transcriptase/genetics , HIV-1/enzymology , HIV-1/genetics , Humans , Nucleosides/therapeutic use , Nucleotides/therapeutic use , Reverse Transcriptase Inhibitors/chemistry , Reverse Transcriptase Inhibitors/therapeutic use
12.
AIDS Res Hum Retroviruses ; 17(15): 1379-85, 2001 Oct 10.
Article in English | MEDLINE | ID: mdl-11679150

ABSTRACT

This study examines the association between presence of drug resistance mutations and phenotypic resistance at baseline to virologic response to salvage therapy in a community setting. The study population consisted of 58 antiretroviral drug-experienced patients with HIV-1 infection who had recently switched therapy because of virologic failure. Drug resistance mutations in the reverse transcriptase- and protease-coding regions and phenotypic susceptibility to 13 antiretroviral drugs were assessed at baseline. Plasma HIV-1 RNA levels were assessed at baseline and at subsequent clinic visits. Results showed that three variables were significant in predicting virologic response: HIV-1 levels at baseline, number of protease mutations, and phenotypic sensitivity score for the regimen at baseline. For four drugs there was a significant association between the presence of specific drug resistance mutations and >10-fold phenotypic resistance to that drug. With phenotypic resistance defined as >4-fold resistance, the association between specific drug resistance mutations and phenotypic resistance was significant for seven drugs. Overall, these data show that phenotypic susceptibility and absence of drug resistance mutations, particularly protease mutations, are significant predictors of virologic response. For several drugs, specific combinations of drug resistance mutations are associated with decreased phenotypic susceptibility and might provide useful clinical guidelines in selecting therapeutic options.


Subject(s)
Drug Resistance, Multiple, Viral/genetics , Drug Resistance, Viral/genetics , HIV Infections/virology , HIV Protease Inhibitors/pharmacology , HIV Protease/genetics , HIV Reverse Transcriptase/genetics , HIV-1/enzymology , Reverse Transcriptase Inhibitors/pharmacology , Salvage Therapy , Adult , Demography , Female , HIV Infections/drug therapy , HIV Protease Inhibitors/therapeutic use , HIV-1/drug effects , HIV-1/genetics , Humans , Male , Middle Aged , Mutagenesis , Phenotype , Retrospective Studies , Reverse Transcriptase Inhibitors/therapeutic use , Treatment Outcome
13.
J Virol ; 75(20): 9644-53, 2001 Oct.
Article in English | MEDLINE | ID: mdl-11559796

ABSTRACT

Resistance of human immunodeficiency virus type 1 (HIV-1) to antiretroviral agents results from target gene mutation within the pol gene, which encodes the viral protease, reverse transcriptase (RT), and integrase. We speculated that mutations in genes other that the drug target could lead to drug resistance. For this purpose, the p1-p6(gag)-p6(pol) region of HIV-1, placed immediately upstream of pol, was analyzed. This region has the potential to alter Pol through frameshift regulation (p1), through improved packaging of viral enzymes (p6(Gag)), or by changes in activation of the viral protease (p6(Pol)). Duplication of the proline-rich p6(Gag) PTAP motif, necessary for late viral cycle activities, was identified in plasma virus from 47 of 222 (21.2%) patients treated with nucleoside analog RT inhibitor (NRTI) antiretroviral therapy but was identified very rarely from drug-naïve individuals. Molecular clones carrying a 3-amino-acid duplication, APPAPP (transframe duplication SPTSPT in p6(Pol)), displayed a delay in protein maturation; however, they packaged a 34% excess of RT and exhibited a marked competitive growth advantage in the presence of NRTIs. This phenotype is reminiscent of the inoculum effect described in bacteriology, where a larger input, or a greater infectivity of an organism with a wild-type antimicrobial target, leads to escape from drug pressure and a higher MIC in vitro. Though the mechanism by which the PTAP region participates in viral maturation is not known, duplication of this proline-rich motif could improve assembly and packaging at membrane locations, resulting in the observed phenotype of increased infectivity and drug resistance.


Subject(s)
Anti-HIV Agents/therapeutic use , Gene Products, gag/genetics , HIV Infections/virology , HIV-1/drug effects , Reverse Transcriptase Inhibitors/therapeutic use , Viral Proteins/genetics , Amino Acid Sequence , Base Sequence , Cloning, Molecular , Drug Resistance, Microbial/genetics , Gene Products, gag/biosynthesis , Genes, Viral , HIV Infections/drug therapy , HIV-1/chemistry , HIV-1/genetics , Humans , Molecular Sequence Data , Mutagenesis, Site-Directed , Polymorphism, Genetic , Proline/genetics , Viral Proteins/biosynthesis , gag Gene Products, Human Immunodeficiency Virus
14.
Article in English | MEDLINE | ID: mdl-11562951

ABSTRACT

The presence of the lamivudine-associated M184V RT mutation increases tenofovir susceptibility in multiple HIV genotypes. Tenofovir is uniquely active against multinucleoside-resistant HIV expressing the Q151M mutation, but shows reduced susceptibility to the T69S insertion mutations. HIV with common forms of zidovudine and lamivudine resistance are susceptible to tenofovir, corroborating phase II clinical results demonstrating the activity of tenofovir DF in treatment-experienced patients.


Subject(s)
Adenine/analogs & derivatives , Adenine/pharmacology , Anti-HIV Agents/pharmacology , HIV/drug effects , Nucleosides/pharmacology , Organophosphonates , Organophosphorus Compounds/pharmacology , Reverse Transcriptase Inhibitors/pharmacology , Drug Resistance, Multiple/genetics , Drug Resistance, Viral/genetics , HIV/genetics , Humans , Lamivudine/pharmacology , Microbial Sensitivity Tests , Mutation , Tenofovir , Zidovudine/pharmacology
15.
AIDS ; 15(13): 1671-7, 2001 Sep 07.
Article in English | MEDLINE | ID: mdl-11546942

ABSTRACT

OBJECTIVES: To examine the natural phenotypic variability in drug susceptibility among recombinant HIV-1 isolates from a large number of untreated HIV-positive individuals from wide-ranging geographic locations, and to use this information to establish biologically relevant cut-off values for phenotypic antiretroviral susceptibility testing. METHODS: Phenotypic susceptibility to 14 antiretroviral agents was determined for HIV-1 samples from > 1000 treatment-naive individuals in seven clinical trials. Samples were from the USA (n = 351), Germany (n = 306), Canada (n = 265), and South Africa (n = 358). Geometric mean fold-resistance and confidence intervals were determined relative to a standard laboratory wild-type virus. RESULTS: Baseline fold-resistance was approximately log-normally distributed for all antiretroviral agents examined. There was no evidence of large geographical differences in average antiviral susceptibility. Geometric mean fold-resistance for each of 14 antiviral agents was similar (+/- 0.5-fold) for samples derived from the USA, Canada, Germany, or South Africa. The non-nucleoside reverse transcriptase inhibitors (NNRTI) exhibited the broadest distribution of susceptibility; approximately 97.5% of all isolates had < 2.5-4.0, < 3.0-4.5, and < 5-10 fold-decrease in susceptibility to five protease inhibitors, six nucleoside analogues, and three NNRTI, respectively. No consistent geographic pattern or clade effect (B versus C) in either the mean or the distribution of baseline antiretroviral susceptibility was observed. CONCLUSIONS: Phenotypic drug susceptibility of HIV-1 in untreated individuals varies markedly from drug to drug, with broadly similar patterns world-wide. These results have important implications in defining the 'normal range' of phenotypic susceptibility to antiretroviral agents and establish biologically relevant cut-off values for this phenotypic drug susceptibility test.


Subject(s)
Anti-HIV Agents/pharmacology , HIV Infections/epidemiology , HIV Infections/virology , HIV-1/drug effects , Reverse Transcriptase Inhibitors/pharmacology , Drug Resistance, Viral , Global Health , HIV-1/genetics , HIV-1/isolation & purification , Humans , Microbial Sensitivity Tests/standards , Phenotype
16.
J Virol ; 75(15): 7202-5, 2001 Aug.
Article in English | MEDLINE | ID: mdl-11435603

ABSTRACT

Using a large panel of human immunodeficiency virus type 1 site-directed mutants, we have observed a higher correlation than has previously been demonstrated between zidovudine (AZT)-triphosphate resistance data at the reverse transcriptase (RT) level and corresponding viral AZT resistance. This enhanced-resistance effect at the RT level was seen with ATP and to a lesser extent with PP(i) when ATP was added at physiological concentrations. The ATP-dependent mechanism (analogous to pyrophosphorolysis) appears to be dominant in the mutants bearing the D67N and K70R or 69 insertion mutations, whereas the Q151M mutation seems independent of ATP for decreased binding to AZT-triphosphate.


Subject(s)
Anti-HIV Agents/pharmacology , HIV Reverse Transcriptase/drug effects , HIV-1/drug effects , Reverse Transcriptase Inhibitors/pharmacology , Thymine Nucleotides/pharmacology , Zidovudine/pharmacology , Adenosine Triphosphate/metabolism , Dideoxynucleotides , Drug Resistance, Microbial , Guanosine Triphosphate/metabolism , HIV Reverse Transcriptase/genetics , HIV Reverse Transcriptase/metabolism , HIV-1/enzymology , HIV-1/genetics , Mutagenesis, Site-Directed , Zidovudine/analogs & derivatives
17.
J Acquir Immune Defic Syndr ; 26(5): 495-500, 2001 Apr 15.
Article in English | MEDLINE | ID: mdl-11391172

ABSTRACT

OBJECTIVE: To characterize HIV-1 phenotypic resistance patterns and genotypic mutations among patients taking antiretroviral medications in Uganda. METHODS: We reviewed charts and retrieved archived plasma specimens from patients at an AIDS specialty center in Uganda where antiretroviral therapy has been used since 1996. Phenotypic and genotypic resistance testing was done on specimens associated with a viral load of 1000 copies/ml. RESULTS: Resistance testing of specimens was completed for 16 patients. Among 11 specimens collected before initiation of antiretroviral therapy, no phenotypic resistance or primary genotypic mutations were found. Among 8 patients taking lamivudine, phenotypic resistance was found for 9 (90%) of 10 specimens and was associated with an M184V mutation in all nine cases. Among 12 patients taking zidovudine, no phenotypic resistance and few primary mutations were found. For 6 patients who were receiving protease inhibitors, we observed no phenotypic resistance and only one primary genotypic mutation associated with resistance. CONCLUSIONS: The absence of apparent resistance among samples collected before antiretroviral therapy supports the notion that a similar approach to selection of antiretroviral therapy can generally be used against non-B subtypes. A genotypic marker of antiretroviral resistance to lamivudine in HIV-1 subtypes A, C, and D was similar to those in subtype B infections. These results suggest that the methods used for monitoring for the emergence of drug resistance in antiretroviral programs in Africa may be similar to those used in developed settings.


Subject(s)
Anti-HIV Agents/pharmacology , HIV Infections/virology , HIV-1/drug effects , Anti-HIV Agents/therapeutic use , Drug Resistance, Microbial/genetics , Genotype , HIV Infections/drug therapy , HIV Protease/genetics , HIV Reverse Transcriptase/genetics , HIV-1/classification , HIV-1/genetics , Humans , Microbial Sensitivity Tests , Molecular Sequence Data , Mutation , Phenotype , Uganda
18.
J Acquir Immune Defic Syndr ; 26(5): 501-6, 2001 Apr 15.
Article in English | MEDLINE | ID: mdl-11391173

ABSTRACT

To describe prevalence of antiretroviral (ARV) drug-resistant HIV-1 strains among patients with a history of earlier treatment with ARV drugs in Abidjan, Côte d'Ivoire, we determined mutations that confer HIV-1 ARV drug resistance by sequencing the viral reverse-transcriptase and protease genes derived from plasma viral RNA of 68 individuals consecutively enrolled in the Joint United Nations Program on AIDS Drug Access Initiative (UNAIDS-DAI) with a history of earlier ARV drug treatment in Abidjan between August 1998 and April 1999. Phenotypic ARV drug resistance was assessed using a recombinant virus assay. Primary mutations associated with ARV drug resistance to at least one of the reverse-transcriptase inhibitors or protease inhibitors were detected in 39 (57.4%) of the 68 patients. The prevalence of mutations associated with resistance to ARV drugs was: 29 (42.6%) to zidovudine, 10 (14.7%) to lamivudine, one (1.5%) to didanosine, one K103N mutation (associated with resistance to delavirdine, nevirapine, and efavirenz), one Y181C mutation (associated with resistance to delavirdine and nevirapine), two to both indinavir (M46I/L and V82A) and saquinavir (G48V and L90M), and one each to ritonavir (V82A) and nelfinavir (D30N). Phenotypic resistance to at least one nucleoside reverse transcriptase inhibitor (RTI) was seen in 25 (39.7%) patients, to nonnucleoside RTIs in 5 (8%) patients, and to protease inhibitors in 4 (6%) patients. The high prevalence we observed in this study may limit in future the effectiveness of ARV programs in the Côte d'Ivoire.


Subject(s)
Anti-HIV Agents/pharmacology , HIV Infections/epidemiology , HIV Infections/virology , HIV-1/drug effects , Reverse Transcriptase Inhibitors/pharmacology , Anti-HIV Agents/therapeutic use , Cote d'Ivoire/epidemiology , Drug Resistance, Microbial/genetics , Drug Resistance, Multiple/genetics , Drug Therapy, Combination , Genotype , HIV Infections/drug therapy , HIV-1/classification , HIV-1/genetics , Humans , Mutation , Phenotype , Phylogeny , Reverse Transcriptase Inhibitors/therapeutic use , Sequence Analysis, DNA
19.
Antimicrob Agents Chemother ; 45(7): 2144-6, 2001 Jul.
Article in English | MEDLINE | ID: mdl-11408240

ABSTRACT

We have found a close correlation between viral stavudine (d4T) resistance and resistance to d4T-triphosphate at the human immunodeficiency virus type 1 reverse transcriptase (RT) level. RT from site-directed mutants with 69S-XX codon insertions and/or conventional zidovudine resistance mutations seems to be involved in an ATP-dependent resistance mechanism analogous to pyrophosphorolysis, whereas the mechanism for RT with the Q151M or V75T mutation appears to be independent of added ATP for reducing binding to d4T-triphosphate.


Subject(s)
Adenosine Triphosphate/metabolism , HIV Reverse Transcriptase/antagonists & inhibitors , Reverse Transcriptase Inhibitors/pharmacology , Stavudine/pharmacology , Amino Acid Substitution , Binding Sites , Drug Resistance, Microbial/physiology , HIV Reverse Transcriptase/genetics , HIV Reverse Transcriptase/metabolism , HIV-1/drug effects , HIV-1/enzymology , HIV-1/genetics , Reverse Transcriptase Inhibitors/metabolism , Stavudine/metabolism
20.
Antivir Ther ; 6(1): 21-39, 2001 Mar.
Article in English | MEDLINE | ID: mdl-11417759

ABSTRACT

HIV drug resistance is one of the major limitations in the successful treatment of HIV-infected patients using currently available antiretroviral combination therapies. When appropriate, drug susceptibility profiles should be taken into consideration in the choice of a specific combination therapy. Guidelines recommending resistance testing in certain circumstances have been issued. Many clinicians have access to resistance testing and will increasingly use these results in their treatment decisions. In this document, we comment on the different methods available, and the relevant issues relating to the clinical application of these tests. Specifically, the following recommendations can be made: (i) genotypic and phenotypic HIV-1 drug resistance analyses can yield complementary information for the clinician. However, insufficient information currently exists as to which approach is preferable in any particular clinical setting; (ii) when HIV-1 drug resistance testing is required, it is recommended that testing be performed on plasma samples obtained before starting, stopping or changing therapy, on samples that have a viral load above the detection limit of the resistance test; (iii) the panel recommends that genotypic and phenotypic HIV-1 drug resistance testing for clinical purposes be performed in a certified laboratory under strict quality control and quality assurance standards; and (iv) the panel recommends that resistance testing laboratories provide clinicians with resistance reports that include a list of drug-related resistance mutations (genotype) and/or a list of drug-related fold resistance values (phenotype), with interpretations of each by an experienced virologist. The interpretation of genotypic and phenotypic analysis is a complex and developing science, and in order to understand HIV-1 drug resistance reports, communication between the requesting clinician and the expert that interpreted the resistance report is recommended.


Subject(s)
HIV-1/drug effects , Microbial Sensitivity Tests , Acquired Immunodeficiency Syndrome/drug therapy , Drug Resistance, Microbial , Follow-Up Studies , Genotype , Guidelines as Topic , HIV-1/genetics , Humans , Microbial Sensitivity Tests/standards , Phenotype , Quality Control
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