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Evolutionary optimization, backpropagation, and data preparation issues in QSAR modeling of HIV inhibition by HEPT derivatives.

Artificial neural networks (ANNs) can be utilized to generate predictive models of quantitative structure-activity relationships between a set of molecular descriptors and activity. Evolutionary computation provides a means to appropriately search for the set of weights and bias terms associated with artificial neural networks that minimize selected functions of the error between the actual and desired outputs. This method is demonstrated by evolutionary training of artificial neural networks capable of predicting anti-HIV activity for a set of 1-[(2-hydroxyethoxy)methyl]-6-(phenylthio)thymine (HEPT) derivatives. The results of this work further confirm the growing indication that evolutionary computation can outperform backpropagation as a method of artificial neural network training. The results also indicate the degree to which bias in the initial training and testing data can affect performance and the importance of bootstrapping.

Algorithms↗

Prevalence of the T215Y mutation in human immunodeficiency virus type 1-infected pregnant women in a New York cohort, 1995--1999.

From 1997 through 1999, the prevalence of the zidovudine resistance mutation T215Y was 9.7% among pregnant women, and the human immunodeficiency virus type 1 (HIV-1) load in those with resistant virus was higher than that measured in women with wild-type HIV-1. All mutations were noted in women with zidovudine experience, which suggests that monotherapy may not be adequate prophylaxis for vertical transmission of HIV-1 infection in the current era.

Anti-HIV Agents↗

Detection of human immunodeficiency virus type 1 clinical isolates with reduced sensitivity to zidovudine and dideoxyinosine by RNA.RNA hybridization.

A quantitative rapid assay to detect resistant clinical human immunodeficiency virus type 1 (HIV-1) strains remains an important medical goal. A system incorporating a quantitative RNA.RNA hybridization assay that measures the amount of intracellular HIV-1-specific RNA has been employed to detect the level of inhibition by nucleoside analogues in sensitive and resistant HIV-1 strains. The RNA.RNA hybridization assay readily distinguished previously published zidovudine (ZDV; 3'-azido-3'-deoxythymidine)-resistant isolates from ZDV-sensitive isolates of HIV-1. The 50% inhibitory concentration (IC50) of ZDV for HTLV-IIIB and sensitive clinical HIV-1 isolates is between 0.01 and 0.04 microM. HIV-1 strains from three patients on long-term ZDV therapy displayed a greater than 20-fold increase in the ZDV IC50 compared to sensitive strains. The drug sensitivity system was confirmed by showing that mutations in the HIV reverse transcriptase gene from a ZDV-resistant isolate resulted in four amino acid changes (Leu-125----Trp, Ile-142----Val, Thr-215----Tyr, and Pro-294----Thr) including one change (Thr-215----Tyr) that has been previously reported to be associated with resistance. One clinical HIV strain with high-level ZDV resistance displayed a 5-fold increase in 2',3'-dideoxyinosine IC50 compared to that of HTLV-IIIB. A drug sensitivity assay employing RNA.RNA hybridization may be useful for extensive screening of HIV isolates from patients enrolled in clinical trials and permit the correlation of in vitro resistance with clinical outcome.

Cloning, Molecular↗

[Application of sensitive reverse transcriptase assay to human immunodeficiency virus (HIV) type 2].

Sensitive reverse transcriptase assay was applied to human immunodeficiency virus type 2. The kinetics of this assay, stability of the enzyme and the effect of BSA to this assay indicated that the condition of this assay should be 37 degrees C in reaction temperature. The sensitivity of this assay increased by adding more than 10 micrograms/ml of BSA. The sensitivity of this assay is at least four times more than that of CPE assay using Molt-4 cell. Other HIV-2 isolate, LAV-2 in culture medium was also detectable in this condition. Moreover reverse transcriptase inhibiting antibody that specifically inhibits HIV-2 reverse transcriptase was found by this assay.

HIV↗

Treatment of HIV associated psoriatic arthritis with oral gold.

We report a patient with human immunodeficiency virus (HIV) infection and disabling psoriatic arthritis who was treated with auranofin. Her skin lesions and arthritis resolved after auranofin treatment and she has remained free of opportunistic infections during 24 mo followup. Her CD4 count during oral gold therapy showed a significant, sustained increase in CD4 cells. The literature on the effect of gold compounds on HIV infectivity and HIV reverse transcriptase is reviewed.

Adult↗

MRP4: A previously unidentified factor in resistance to nucleoside-based antiviral drugs.

Dideoxynucleosides, which are potent inhibitors of HIV reverse transcriptase and other viral DNA polymerases, are a common component of highly active anti-retroviral therapy (HAART) (ref. 1). Six reverse transcriptase inhibitors have been approved for human use: azidothymidine; 2'3'-dideoxycytidine; 2'3'-dideoxyinosine; 2', 3'-didehydro-3'deoxythymidine; 2',3'-dideoxy-3'-thiacytidine; and 4-[2-amino-6-(cyclopropylamino)-9H-purin-9-yl]-2-cyclopentene-1-++ +metha nol. Although drug-resistant HIV strains resulting from genetic mutation have emerged in patients treated with HAART (ref. 1), some patients show signs of drug resistance in the absence of drug-resistant viruses. In our study of alternative or additional mechanisms of resistance operating during antiviral therapy, overexpression and amplification of the MRP4 gene correlated with ATP-dependent efflux of PMEA (9-(2-phosphonylmethoxyethyl)adenine) and azidothymidine monophosphate from cells and, thus, with resistance to these drugs. Overexpression of MRP4 mRNA and MRP4 protein severely impaired the antiviral efficacy of PMEA, azidothymidine and other nucleoside analogs. Increased resistance to PMEA and amplification of the MRP4 gene correlated with enhanced drug efflux; transfer of chromosome 13 containing the amplified MRP4 gene conferred resistance to PMEA. MRP4 is the first transporter, to our knowledge, directly linked to the efflux of nucleoside monophosphate analogs from mammalian cells.

Adenine↗

Interactions with tRNA(Lys) induce important structural changes in human immunodeficiency virus reverse transcriptase.

Retroviral RNA-dependent DNA polymerase (reverse transcriptase or RT) uses the 3'OH end of a cellular tRNA as primer to initiate DNA synthesis. Previous work with avian retrovirus has shown that reverse transcriptase is implicated in the selection of cellular virion-encapsidated tRNAs and has shown that the primer tRNA is positioned on the primer binding site near the 5' end of the viral RNA. These mechanisms support the idea that the retroviral polymerase should form complexes with primer tRNA and the specific encapsidated ones. The genomic sequence of human immunodeficiency virus (HIV) allows the prediction that tRNA(Lys3) is the natural primer. In this article we show, using the mobility shift assay, that recombinant HIV reverse transcriptase is able to form a complex with bovine tRNA(Lys.) By fluorescence studies and alpha-chymotrypsin analysis we have observed a modification of the enzyme conformation when reverse transcriptase is bound to the putative primer tRNA. This structural change is specific for tRNA(Lys) although the retroviral polymerase is able to interact with other tRNAs.

HIV↗

Time-dependent changes in HIV nucleoside analogue phosphorylation and the effect of hydroxyurea.

BACKGROUND: Nucleoside analogues are activated to their triphosphates, which compete with endogenous deoxynucleoside triphosphate (dNTP) pools to inhibit HIV reverse transcriptase. Hydroxyurea has been administered with nucleoside analogues to modulate intracellular dNTP pools and thus the ratio of drug triphosphate:endogenous triphosphate. OBJECTIVES: To examine changes in drug activation over time and investigate the effects of hydroxyurea on intracellular phosphorylation of antiretroviral nucleoside analogues. PATIENTS: A total of 229 HIV-infected individuals receiving abacavir, lamivudine and zidovudine were randomly assigned to receive or not nevirapine and hydroxyurea. Twenty-four patients were recruited to an observational substudy measuring intracellular drug triphosphate and dNTP concentrations at 0, 2, 6, 12, 24 and 48 weeks. METHODS: Drugs were extracted from isolated peripheral blood mononuclear cells before analysis of endogenous dNTP and drug triphosphates by primer extension assays. RESULTS: Twenty-two out of 24 patients were followed to completion of the substudy. Hydroxyurea had no demonstrable effect on endogenous dNTP or drug triphosphate levels at any timepoint. However, the ratio of zidovudine triphosphate to endogenous deoxythymidine triphosphate was significantly increased with hydroxyurea. A significant decrease in lamivudine triphosphate (3TCTP) and the 3TCTP:endogenous deoxycytidine triphosphate ratio was seen over 48 weeks. In five patients who failed therapy in the first 24 weeks, significantly reduced 3TCTP was seen. CONCLUSION: Hydroxyurea does not affect measurable pools of endogenous nucleosides in vivo. Decreased lamivudine phosphorylation over time may provide a novel pharmacological explanation for the mechanism of resistance to this drug.

Adult↗

New AZT conjugates as potent anti-HIV agents.

In an attempt to discover anti-HIV agents with much reduced cytotoxicity from the currently available HIV-reverse transcriptase inhibitors, AZT conjugates of cholanic acids, 2-imidazolidone-4-carboxylic acid and its derivatives, and N,N'-disubstituted 5-hydroxy-tetrahydropyrimidin-2-ones have been synthesized and their anti-HIV profiles determined with CEM-SS cell line. The AZT conjugates with 2-imidazolidone-4-carboxylic acid and 2-pyrrolidone-5-carboxylic acid through an ester linkage, and with N,N'-diphenyl-5-hydroxy-tetrahydropyrimidin-2-one through a succinate tether showed significantly higher therapeutic indexes than AZT while they also retained or enhanced AZT's anti-HIV activity. Thus, structural features that favor the desired therapeutic profile of the conjugates appear to include a five-membered ring cyclic urea or lactam, and six-membered ring cyclic urea with N,N'-diphenyl substitution.

Anti-HIV Agents↗

Effects of HIV-1 on the surface expression of LFA-1 on cultured monocytes.

CD11a, the alpha chain of LFA-1, which is a member of the LeuCAM family of integrins, has been implicated in the formation of HIV-induced syncytia and may contribute to the depletion of CD4-positive lymphocytes seen in patients with HIV infection. In this study, we examined the effects of HIV-1 infection on the expression of CD11a on cultured monocyte-derived macrophages (MDMs). Monocytes isolated from peripheral blood and maintained in suspension culture were infected in vitro with a monocytotropic variant of HIV-1 (Ba-L). Surface expression of CD11a, measured by indirect immunofluorescence and flow cytometry, was significantly higher on HIV-infected cells than on mock-infected cells from the same donor. Upregulation of CD11a expression was unaffected by the HIV reverse transcriptase inhibitor, zidovudine, indicating that it did not depend on reverse transcription. A step before reverse transcription, such as viral binding, appears sufficient to trigger an increase in CD11a expression. This hypothesis is supported by our findings of soluble recombinant CD4 inhibition of HIV-induced CD11a upregulation. It is possible that induction of a cytokine network by HIV underlies this effect, given our findings that exposure of uninfected MDMs to granulocyte-macrophage colony-stimulating factor (GM-CSF) specifically increased CD11a expression and that HIV-infected MDMs secreted more GM-CSF than mock-infected cells.

CD4 Antigens↗

NIH conference. Antiretroviral therapy in AIDS.

OBJECTIVE: To review recent developments of antiretroviral therapy for the acquired immunodeficiency syndrome (AIDS) and related disorders. DATA SOURCES, STUDY SELECTION, AND DATA EXTRACTION: An edited and updated summary of a Clinical Staff Conference held 26 October 1988 at the National Institutes of Health. The speakers discussed their own work as well as related work from other groups. DATA SYNTHESIS: The discovery that human immunodeficiency virus (HIV) causes AIDS has permitted the development of rational antiviral therapy for this disease. Various steps in the replicative cycle of HIV can be targeted for intervention. More basic research into the life cycle of HIV is therefore likely to yield new therapeutic approaches. In 1985, nucleoside analogues called dideoxynucleosides were discovered to be potent inhibitors of HIV replication in vitro. Dideoxynucleosides selectively inhibit HIV reverse transcriptase after they are phosphorylated intracellularly to 5'-triphosphates. One dideoxynucleoside, 3'-azido-2',3'-dideoxythymidine (AZT or zidovudine) has been found to prolong the life of patients with AIDS. This drug can partially reverse HIV dementia and decrease short-term progression to AIDS; it has been approved for treating HIV-infected patients with fewer than 500 CD4+ cells/mm3. AZT is only a first step in developing new therapy for AIDS. Its use is associated with toxicities, particularly bone marrow suppression. Several groups have reported the development of AZT-resistant strains of HIV. Other dideoxynucleosides whose toxicity profiles differ from that of AZT have also shown activity against HIV in early clinical studies. Large-scale, randomized trials of these drugs are now under way. Studies have shown that the binding of HIV to CD4 may be blocked by genetically engineered forms of CD4 and that HIV protease may be inhibited by substrate analogues. Protease inhibitors are an excellent area for further study in patients. Antisense oligonucleotide therapy may target the regulatory genes of HIV and is also being considered. CONCLUSION: With these advances, AIDS is gradually changing from an imminently fatal disease to one that can be managed with the judicious use of drugs and biologics. Progress against AIDS will continue, provided that researchers adhere to the principles of controlled trials.

Acquired Immunodeficiency Syndrome↗

[Future possibilities of drug therapy of acquired immunodeficiency syndrome].

Human Immunodeficiency Virus replication offers several targets for inhibitory compounds, the foremost presently being the HIV reverse transcriptase. Since the beginning of the epidemic three nucleoside analogue drugs--Zidovudine, Didanosine and Zalcitabine--which act at the reverse transcriptase enzyme are already licensed for use in AIDS-therapy, and others--Stavudine, Alovudine and Lamivudine--are still under clinical evaluation. Although there is a very significant research work for newer drugs for HIV-therapy, it seems that for the next future Zidovudine will remain the most important drug of antiretroviral therapy.

Acquired Immunodeficiency Syndrome↗

Recombination leads to the rapid emergence of HIV-1 dually resistant mutants under selective drug pressure.

The potential contribution of recombination to the development of HIV-1 resistance to multiple drugs was investigated. Two distinct viruses, one highly resistant to a protease inhibitor (SC-52151) and the other highly resistant to zidovudine, were used to coinfect T lymphoblastoid cells in culture. The viral genotypes could be distinguished by four mutations conferring drug resistance to each drug and by other sequence differences specific for each parental virus. Progeny virions recovered from mixed infection were passaged in the presence and absence of both zidovudine and SC-52151. Dually resistant mutants emerged rapidly under selective conditions, and these viruses were genetic recombinants. These results emphasize that genetic recombination could contribute to high-level multiple-drug resistance and that this process must be considered in chemotherapeutic strategies for HIV infection.

Amino Acid Sequence↗

Quantitative determination of (-)-2'-deoxy-3'-thiacytidine (lamivudine) in human plasma, saliva and cerebrospinal fluid by high-performance liquid chromatography with ultraviolet detection.

A high-performance liquid chromatographic method for the quantitative determination of the HIV reverse transcriptase inhibitor lamivudine ((-)-2'-deoxy-3'-thiacytidine, 3TC, Epivir) in human plasma, saliva and cerebrospinal fluid is described. Lamivudine was extracted from samples using silica extraction columns prior to reversed-phase high-performance liquid chromatography with ultraviolet detection at 270 nm. The method has been validated over the range of 10 (lower limit of quantitation) to 5000 ng/ml using a 0.5-ml sample volume. Between-day and within-day precisions ranged from 3.5 to 9.0%. The assay has been used for the quantitative analysis of lamivudine in plasma and cerebrospinal fluid of HIV-1 infected patients.

Anti-HIV Agents↗

Optimal conditions for synthesizing complementary DNA in the HIV-1 endogenous reverse transcriptase reaction.

Concentration of monovalent and divalent cations, anionic detergent, reducing agent and nucleotides, as well as pH, temperature, and incubation time were optimized for high levels of HIV-1 endogenous reverse transcriptase activity. In addition, mellitin, a peptide substitute for anionic detergent, and oligo(dT)12-18 were found to stimulate nucleic acid synthesis. This HIV-1 endogenous reaction demonstrated RNA- and DNA-dependent DNA polymerase activities. Nucleic acid intermediates and final products included RNA:DNA hybrids as well as single- and double-stranded DNA. The complementary DNA products formed were representative of all regions of the HIV-1 genome.

Cations↗

Phosphorylation of the anti-HIV compound (S,S)-isodideoxyadenosine by human recombinant deoxycytidine kinase.

(S,S)-Isodideoxyadenosine [(S,S)-isoddA] is an anti-HIV active compound discovered in our laboratory. However, its cellular mechanism of action, particularly the critical first stage of phosphorylation, is not understood. IsoddA is not phosphorylated by adenosine kinase. Also, because it is not a substrate for adenosine deaminase, it would not be activated by the pathway taken by ddA, i. e. via 5'-nucleotidase phosphorylation of ddI and conversion of ddIMP to ddAMP. However, we have discovered that human recombinant 2'-deoxycytidine kinase (dCK) phosphorylates (S,S)-isoddA. The enzyme kinetic data revealed that the extent of monophosphorylation of this L-related nucleoside was comparable to that found with ddA. (S,S)-IsoddATP is among the most potent inhibitors of HIV reverse transcriptase known, which suggests that the observed low efficiency of phosphorylation of this compound by dCK is a key factor that limits the capacity of human lymphocytes to make (S,S)-isoddA an exceptionally active anti-HIV agent.

Animals↗

Induction of specific T-helper and cytolytic responses to epitopes displayed on a virus-like protein scaffold derived from the pyruvate dehydrogenase multienzyme complex.

The icosahedral protein scaffold (1.5MDa) generated by self-assembly of the catalytic domains of the dihydrolipoyl acetyltransferase core of the pyruvate dehydrogenase multienzyme complex from Bacillus stearothermophilus has been engineered to display 60 copies of one or more peptide epitopes on a single molecule (E2DISP). An E2DISP scaffold displaying pep23, a 15-residue B- and T-helper epitope from the reverse transcriptase of HIV-1, was able to induce a pep23-specific T-helper response in cell lines in vitro. The same scaffold displaying both pep23 and peptide RT2, a nine-residue CTL epitope from HIV-1 reverse transcriptase, was able to prime an RT2-specific CD8(+) T-cell response in human cell lines in vitro and in HLA-A2 transgenic mice in vivo. This was accompanied by a humoral antibody response specific for E2DISP-presented epitopes. Thus, the icosahedral acetyltransferase core constitutes a simple and flexible scaffold for multiple epitope display with access to both cellular and humoral immune response pathways.

Acetyltransferases↗

Long-term safety and efficacy of nevirapine tolerance induction.

BACKGROUND: The most frequent side-effects due to nevirapine (Viramune), the first non-nucleoside HIV reverse transcriptase inhibitor introduced for clinical use, are cutaneous hypersensitivity reactions. In non-serious cases, tolerance induction can be proposed. OBJECTIVE: Describe the long-term safety and efficacy of tolerance induction to nevirapine. METHODS: Six HIV-infected patients started a tolerance 1 to 2 months after an episode of nevirapine hypersensitivity. Increasing doses of nevirapine (2.5, 10, 25, 100, 250 and 750 microg and 2.5, 5, 10, 25, 50 and 100 mg) were given orally at half-hour intervals under strict medical surveillance and patients were followed up regularly. RESULTS: All but two of the patients tolerated this induction well. One had a mild and transient reaction on day 1; nevirapine was not stopped. One had a moderate to severe reaction one month later; nevirapine was stopped and he recovered fully. All other patients have been taking nevirapine for more than 3 months without any adverse reaction. CONCLUSION: Therefore, when no alternatives are available in severely ill and hypersensitive HIV-infected patients, tolerance induction is a possible therapeutic option.

Adult↗