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Mathematical analysis of antiretroviral therapy aimed at HIV-1 eradication or maintenance of low viral loads.

Motivated by the ability of combinations of antiretroviral agents to sustain viral suppression in HIV-1-infected individuals, we analyse the transient and steady-state behavior of a mathematical model of HIV-1 dynamics in vivo in order to predict whether these drug regimens can eradicate HIV-1 or maintain viral loads at low levels. The model incorporates two cell types (CD4+ T cells and a long-lived pool of cells), two strains of virus (drug-sensitive wild type and drug-resistant mutant) and two types of antiretroviral agents (reverse transcriptase and protease inhibitors). The transient behavior of the cells and virus and the eventual eradication of the virus are determined primarily by the strength of the combination therapy against the mutant strain and the maximum achievable increase in the uninfected CD4+ T cell concentration. We also predict, if the parameters of the model remain constant during therapy, that less intensive maintenance regimens will be unable to maintain low viral loads for extensive periods of time. However, if the reduction in viral load produced by therapy reduces the state of activation of the immune system, the number of cells susceptible for HIV-1 infection may decrease even though total CD4+ T cells increase. Our model predicts that if this occurs strong inductive therapy that reduces viral load followed by weaker maintenance regimes may succeed.

Antiviral Agents↗

Accumulation of deleterious mutations in small abiotic populations of RNA.

The accumulation of slightly deleterious mutations in populations leads to the buildup of a genetic load and can cause the extinction of populations of small size. Mutation-accumulation experiments have been used to study this process in a wide variety of organisms, yet the exact mutational underpinnings of genetic loads and their fitness consequences remain poorly characterized. Here, we use an abiotic system of RNA populations evolving continuously in vitro to examine the molecular events that can instigate a genetic load. By tracking the fitness decline of ligase ribozyme populations with bottleneck sizes between 100 and 3000 molecules, we detected the appearance and subsequent fixation of both slightly deleterious mutations and advantageous mutations. Smaller populations went extinct in significantly fewer generations than did larger ones, supporting the notion of a mutational meltdown. These data suggest that mutation accumulation was an important evolutionary force in the prebiotic RNA world and that mechanisms such as recombination to ameliorate genetic loads may have been in place early in the history of life.

Base Sequence↗

[Evaluation of resistance to anti-retroviral agents. Publication of clinical trials].

BACKGROUND: Information on patterns of resistance to and cross-resistance between antiretroviral agents is increasingly available and may be important for decisions on how to combine drugs to achieve an optimum antiviral effect in future therapeutic strategies. The increasing number of heavily pre-treated patients have changed the approach to assist therapeutic decision-making in patients failing therapy. Recent studies give us a more comprehensive analysis of the link of such mutations with a rebound in viral load and appearance of drug resistance. However, not all sites of mutations are known and the effects of interactions between them at different codons has not yet been well understood. Moreover, the interpretation is made from generalisations based on drug testing in vitro and there are scarce clinical data available. OBJECTIVE: This work tries to summarize the most important studies to date, in order to know the significance of drug resistance as well as their potential use in everyday clinical practice.

Adult↗

Vitamin C prevents DNA mutation induced by oxidative stress.

The precise role of vitamin C in the prevention of DNA mutations is controversial. Although ascorbic acid has strong antioxidant properties, it also has pro-oxidant effects in the presence of free transition metals. Vitamin C was recently reported to induce the decomposition of lipid hydroperoxides independent of metal interactions, suggesting that it may cause DNA damage. To directly address the role of vitamin C in maintaining genomic integrity we developed a genetic system for quantifying guanine base mutations induced in human cells under oxidative stress. The assay utilized a plasmid construct encoding the cDNA for chloramphenicol acetyl transferase modified to contain an amber stop codon, which was restored to wild type by G to T transversion induced by oxidative stress. The mutation frequency was determined from the number of plasmids containing the wild type chloramphenicol acetyl transferase gene rescued from oxidatively stressed cells. Cells were loaded with vitamin C by exposing them to dehydroascorbic acid, thereby avoiding transition metal-related pro-oxidant effects of ascorbic acid. We found that vitamin C loading resulted in substantially decreased mutations induced by H(2)O(2). Depletion of glutathione led to cytotoxicity and an increase in H(2)O(2)-induced mutation frequency; however, mutation frequency was prominently decreased in depleted cells preloaded with vitamin C. The mutation results correlated with a decrease in total 8-oxo-guanine measured in genomic DNA of cells loaded with vitamin C and oxidatively stressed. These findings directly support the concept that high intracellular concentrations of vitamin C can prevent oxidation-induced mutations in human cells.

Alleles↗

Can drug resistance mutations influence the measurement of plasma HIV-RNA by different viral load techniques?

Guidelines for the use of antiretroviral agents consider that viral load values may differ using the branched DNA (bDNA) and polymerase chain reaction (PCR) methods. Whereas the most commonly used PCR assay (Amplicor v1.5, Roche) targets HIV gag sequences, the bDNA (Quantiplex v3.0, Bayer) is based on the recognition of HIV pol sequences. The possibility that accumulation of drug-resistance mutations at the reverse transcriptase and/or protease genes could influence viral load measurements using bDNA was examined in a case control study. Plasma samples collected from 46 HIV-infected individuals receiving antiretroviral therapy and carrying different number of drug resistance mutations were analyzed. The performance of both bDNA and PCR assays was found to be comparable irrespective of the presence or absence of drug resistance mutations.

Anti-Retroviral Agents↗

Mutations and polymorphisms associated with antiretroviral drugs in HIV-1C-infected African patients.

To detect and characterize polymerase gene (pol) polymorphisms and mutation patterns in HIV-1C-infected Batswana patients treated with reverse transcriptase inhibitors, samples from AIDS patients treated with highly active antiretroviral therapy (HAART) were sequenced for the region encompassing the entire HIV-1 protease (PR) and the first 335 amino acids of reverse transcriptase (RT). Amongst the 16 patients treated with antiretroviral (ARV) drugs, eight started HAART regimens containing didanosine, stavudine and nevirapine (ddI/d4T/NVP) or efavirenz (EFV) (arm A) while the others started with zidovudine (AZT) and lamivudine (3TC) given together as combivir (CBV) with either NVP or EFV as arm B. Arm B is the first line regimen currently provided by the Botswana ARV national programme. Greater efficacy, in terms of treatment duration, was observed in patients in arm B (14 months) as compared with patients in arm A (9 months); P<0.05, n=8. Appearance of the M184V mutation in the arm B patients coincided with a rebound of viral load (VL) (4.3 +/-0.1 log10 RNA copies/ml) and a significantly improved immunological parameter (deltaCD4=207.0+/-48.1 cells/microl; P<0.05). Interestingly, patients developing the M184V mutation preferentially harboured polymorphisms Q174K and/or I178L located in close proximity to pol position 184. The M184V mutation occurred following a clear clinical benefit consisting of increased CD4 cell counts and lower plasma viral loads. Primary mutations known to be associated with NNRTI and NRTI resistance for HIV-1B were observed in 10 of the 16 treated patients.

Acquired Immunodeficiency Syndrome↗

Lack of effect of chemokine receptor CCR2b gene polymorphism (64I) on HIV-1 plasma RNA viral load and immune activation among HIV-1 seropositive female workers in Abidjan, Côte d'Ivoire.

The prevalence of the CCR2b-V64I mutation among human immunodeficiency virus (HIV)-seropositive and -seronegative female workers and the potential effect of heterozygosity of this mutation on HIV-1 plasma RNA viral load and markers of immune activation were assessed. CCR2b-V64I was detected by polymerase chain reaction, followed by restriction enzymes analysis; plasma viral load was measured by the Amplicor HIV-1 monitor assay and CD4(+) T-cell counts and markers of immune activation by standard three-color FACscan flow cytometry. Of the 260 female workers, 56 (21.5%) were heterozygous for CCR2b-V64I, and 8 (3%) were homozygous. Of the 99 HIV-seronegative female workers, 19 (19.2%) were heterozygous for the CCR2b-V64I mutation compared with 37 (23%) of the 161 HIV-seropositive FSW (P = 0.47). In a univariate analysis of viral load among HIV-seropositive FSW, no difference was noted between those heterozygous for or without the mutation; both groups had plasma viral loads of 5.0 log(10) copies/ml. After controlling for the effects of CD4(+) T-cell counts in a multivariate analysis, no significant difference was observed between the groups in viral load or in markers of immune activation. The data suggest that the presence of the CCR2b mutation has no effect on HIV-1 plasma viral load and markers of immune activation in our study population. The finding that the frequency of this mutation is similar in HIV-seropositive and -seronegative female workers suggests that its presence is not associated with increased risk of HIV infection.

Adult↗

Novel MODY3 mutations in the hepatocyte nuclear factor-1alpha gene: evidence for a hyperexcitability of pancreatic beta-cells to intravenous secretagogues in a glucose-tolerant carrier of a P447L mutation.

One form of maturity-onset diabetes of the young (MODY3) results from mutations in the hepatocyte nuclear factor (HNF)-1alpha gene, located on chromosome 12q24.2. The primary objective of the present study was to search for genetic variation in the HNF-1alpha gene in nine nonrelated Danish Caucasian subjects with MODY. Direct sequencing of the coding region and intron-exon boundaries of the HNF-1alpha gene revealed 2 novel and 1 previously reported missense mutations and 2 novel frameshift mutations in five of nine MODY subjects. These five mutations were found in neither 84 NIDDM patients nor 84 control subjects. One glucose-tolerant lean male with a P447L missense mutation, which in his relatives caused MODY, underwent an oral glucose tolerance test (OGTT), a tolbutamide modified frequently sampled intravenous glucose tolerance test, and a glucagon test to examine for a possible early beta-cell abnormality. He had a low insulin secretion rate during an OGTT, but a twofold increase in pancreatic beta-cell response after intravenous glucose and a 2.5- to 4-fold increase in beta-cell response after either intravenous tolbutamide or intravenous glucagon loads. In conclusion, 1) mutations in the HNF-1alpha gene are common in Danish Caucasian MODY patients, and 2) early stages in the pathogenesis of MODY3 caused by the P447L mutation may be characterized by a hyperexcitability of beta-cells to intravenous secretagogues.

Adolescent↗

The mcm5-bob1 bypass of Cdc7p/Dbf4p in DNA replication depends on both Cdk1-independent and Cdk1-dependent steps in Saccharomyces cerevisiae.

The roles in DNA replication of two distinct protein kinases, Cdc7p/Dbf4p and Cdk1p/Clb (B-type cyclin), were studied. This was accomplished through a genetic and molecular analysis of the mechanism by which the mcm5-bob1 mutation bypasses the function of the Cdc7p/Dbf4p kinase. Genetic experiments revealed that loss of either Clb5p or Clb2p cyclins suppresses the mcm5-bob1 mutation and prevents bypass. These two cyclins have distinct roles in bypass and presumably in DNA replication as overexpression of one could not complement the loss of the other. Furthermore, the ectopic expression of CLB2 in G1 phase cannot substitute for CLB5 function in bypass of Cdc7p/Dbf4p by mcm5-bob1. Molecular experiments revealed that the mcm5-bob1 mutation allows for constitutive loading of Cdc45p at early origins in arrested G1 phase cells when both kinases are inactive. A model is proposed in which the Mcm5-bob1 protein assumes a unique molecular conformation without prior action by either kinase. This conformation allows for stable binding of Cdc45p to the origin. However, DNA replication still cannot occur without the combined action of Cdk1p/Clb5p and Cdk1p/Clb2p. Thus Cdc7p and Cdk1p kinases catalyze the initiation of DNA replication at several distinct steps, of which only a subset is bypassed by the mcm5-bob1 mutation.

CDC2 Protein Kinase↗

Emergence of zidovudine and multidrug-resistance mutations in the HIV-1 reverse transcriptase gene in therapy-naive patients receiving stavudine plus didanosine combination therapy. STADI Group.

OBJECTIVE: Assessment of genotypic changes in the reverse transcriptase gene of HIV-1 occurring in antiretroviral naive patients treated by stavudine plus didanosine combination therapy. METHODS: Sequence analysis (codons 1-230) was performed after amplification of the reverse transcriptase gene from plasma samples collected at baseline and at the end of treatment from 39 previously treatment-naive patients treated for 24-48 weeks. RESULTS: At baseline, mutations associated with zidovudine resistance were detected in plasma from two patients: Asp67Asn/Lys219Gln and Leu210Trp. Among the 39 subjects, 18 (46%) developed mutations: one developed the Val75Thr/Ala mutation, four (10%) developed a Gln151Met multidrug-resistance mutation (MDR), associated in one of them with the Phe77Leu and the Phe116Tyr MDR mutations and 14 (36%) developed one or more zidovudine-specific mutations (Met41Leu, Asp67Asn, Lys70Arg, Leu210Trp, Thr215Tyr/Phe). The development of a Met41Leu zidovudine-specific mutation was associated with the development of a Gln151Met mutation in one patient. Other reverse transcriptase mutations known to confer resistance to nucleoside analogues were not detected. At inclusion, there was no statistical difference in HIV-1 load between patients who developed resistance mutations and those who did not. RNA HIV-1 load decrease was higher (P = 0.05) in patients who maintained a wild-type reverse transcriptase genotype (-2.22 log10 copies/ml) than in patients who developed resistance mutations (-1.14 log10 copies/ml). CONCLUSION: Stavudine/didanosine combination therapy is associated with emergence of zidovudine-related resistance or MDR mutations in naive patients. These findings should be considered when optimizing salvage therapy for patients who have received a treatment including stavudine/didanosine combination.

Adult↗

A novel intermediate in initiation complex assembly for fission yeast DNA replication.

Assembly of initiation factors on individual replication origins at onset of S phase is crucial for regulation of replication timing and repression of initiation by S-phase checkpoint control. We dissected the process of preinitiation complex formation using a point mutation in fission yeast nda4-108/mcm5 that shows tight genetic interactions with sna41(+)/cdc45(+). The mutation does not affect loading of MCM complex onto origins, but impairs Cdc45-loading, presumably because of a defect in interaction of MCM with Cdc45. In the mcm5 mutant, however, Sld3, which is required for Cdc45-loading, proficiently associates with origins. Origin-association of Sld3 without Cdc45 is also observed in the sna41/cdc45 mutant. These results suggest that Sld3-loading is independent of Cdc45-loading, which is different from those observed in budding yeast. Interestingly, returning the arrested mcm5 cells to the permissive temperature results in immediate loading of Cdc45 to the origin and resumption of DNA replication. These results suggest that the complex containing MCM and Sld3 is an intermediate for initiation of DNA replication in fission yeast.

Cell Cycle↗

Hepatocellular carcinoma and hepatitis B virus.

Chronic hepatitis B is the most common cause of hepatocellular carcinoma (HCC) in Asia. Integration of hepatitis B virus (HBV) genome is likely an early event of carcinogenesis. The integrated HBV genome may activate neighboring cellular genes directly to offer a selective growth advantage to the liver cells. Production of hepatitis B X protein can act as a transactivator on various cellular genes for tumor development. Hepatic inflammation and cirrhosis also favors the process of carcinogenesis. Various viral factors associated with hepatocellular carcinoma development include HBV genotype, basal core promoter mutations, and high viral load. Polymorphisms at the androgen receptor-regulating genes and cytokine genes are possible host factors associated with HCC. This review article summarizes the pathogenesis of HBV-related carcinogenesis and the viral and host factors that may increase the risk of HCC development.

Carcinoma, Hepatocellular↗

Genotypic/phenotypic correlations in genetic hemochromatosis: evolution of diagnostic criteria.

BACKGROUND & AIMS: The identification of a candidate gene for hereditary hemochromatosis in 69%-100% of patients with hemochromatosis has resulted in a diagnostic genotypic test (C282Y). The aim of this study was to reassess the phenotypic diagnostic criteria for hemochromatosis in patients homozygous for the C282Y mutation of the HFE gene. METHODS: Transferrin saturation, ferritin, hepatic iron index, and iron removed by venesection were studied in C282Y++ homozygotes and C282Y-- putative homozygotes. RESULTS: Patients were homozygous for the C282Y mutation in 122 of 128 cases (95%). In C282Y homozygotes, the results were as follows: hepatic iron index, >1.9 in 91.3%; transferrin saturation, >55% in 90%; serum ferritin, >300 microg/L in 96% of men and >200 microg/L in 97% of women; and iron removed, >5 g in 70% of men and 73% of women. There were four homozygotes for C282Y with no biochemical evidence of iron overload. CONCLUSIONS: The sensitivity of the phenotypic tests in decreasing order was as follows: serum ferritin, hepatic iron index, transferrin saturation, and iron removed by venesection. Although the genetic test is useful in the diagnostic algorithm, this study has shown both iron-loaded patients without the mutation and homozygous patients without iron overload.

Adult↗

Evolution of CD8+ T cell immunity and viral escape following acute HIV-1 infection.

Induction of HIV-1-specific CD8(+) T cells during acute infection is associated with a decline in viremia. The role CD8(+) effectors play in subsequently establishing viral set point remains unclear. To address this, we focused on two acutely infected patients with the same initial Tat-specific CD8(+) response, analyzing their CD8(+) T cell responses longitudinally in conjunction with viral load and sequence evolution. In one patient initiating treatment during acute infection, the frequencies of Tat-specific CD8(+) T cells gradually diminished but persisted, and the Tat epitope sequence was unaltered. By contrast, in the second patient who declined treatment, the Tat-specific CD8(+) T cells disappeared below detection, in conjunction with Gag-specific CD4(+) T cell loss, as plasma viremia reached a set point. This coincided with the emergence of an escape variant within the Tat epitope and an additional Vpr epitope. New CD8(+) T cell responses emerged but with no further associated decline in viremia. These findings indicate that, in the absence of treatment, the initial CD8(+) T cell responses have the greatest impact on reducing viremia, and that later, continuously evolving responses are less efficient in further reducing viral load. The results also suggest that T cell help may contribute to the antiviral efficiency of the acute CD8(+) T cell response.

Acute Disease↗

[Consequences of replacing abacavir for indinavir in successful antiretroviral treatment of a patient with HIV infection].

INTRODUCTION: Simplification of combined antiretroviral therapy in HIV-infected patients is possible, but virological success can be compromised by the development or emergence of resistant viruses. CASE: Worsening renal functioning in a patient under successful combination antiretroviral therapy resulted led to the replacement of indinavir by abacavir. Eight weeks later, his viral load rose and he developed a mutant virus resistant to all the nucleoside analogs. DISCUSSION: Our case report illustrates the danger of streamlining combined antiretroviral therapy composed only of nucleoside analogs in patients already successfully treated with nucleoside analogs, by exposing them to the risk of the emergence of a mutant virus.

Aged↗

[Genetic and somatic effects of ionizing radiation in humans and animals (comparative aspect)].

Genetic effects of ionizing radiation in the progeny of exposed parents could be conventionally subdivided on three main types. 1. Severe developmental disorders (fetus death, stillbirth, early postnatal mortality, malformation, hereditary disease, sterility). These effects are known to be caused by so called "gross" mutations (genomic, chromosomal, those of essential genes) with dominant harmful effects. Although found in rodents, insects, fishes they have not been found in humans. The proposal is made that the higher reproductive potency of a species the higher its tolerance for defective organisms. Due to strong selection against severe defects at the earliest stage of pregnancy, this genetic effect of radiation is likely to be difficult to detect in people. 2. Increased cancer risk manifested as elevated incidence of spontaneous tumors and increased sensitivity to carcinogenic agents. 3. Decreased fitness (non-carcinogenic negative health effects). These two last types of radiation genetic effects are presumably due to instability and functional inferiority of cell genome in the progeny of irradiated parents. The genetic background of these effects is suggested to be the load of induced minor mutations in regulatory genes (mini-, microsatelite loci) or/and epigenomic rearrangements of DNA in parental germ cells transmitted to progeny. These radiation genetic effects are much more obvious in animals as compared to humans. Apparently, they are difficult to find in humans because of their essential dependence on promotive (life style) factors, which are impossible to control in the offspring of irradiated people. A comparison of somatic (in irradiated organisms) and genetic (in the progeny of irradiated parents) effects of radiation provide evidence on the phenomenological as well as pathogenic similarity.

Animals↗

Discrepancies between protease inhibitor concentrations and viral load in reservoirs and sanctuary sites in human immunodeficiency virus-infected patients.

The variable penetration of antiretroviral drugs into sanctuary sites may contribute to the differential evolution of human immunodeficiency virus (HIV) and the emergence of drug resistance. We evaluated the penetration of indinavir, nelfinavir, and lopinavir-ritonavir (lopinavir/r) in the central nervous system, genital tract, and lymphoid tissue and assessed the correlation with residual viral replication. Plasma, cerebrospinal fluid (CSF), semen, and lymph node biopsy samples were collected from 41 HIV-infected patients on stable highly active antiretroviral therapy regimens to determine drug concentrations and HIV RNA levels. When HIV RNA was detectable, sequencing of the reverse transcriptase and protease genes was performed. Ratios of the concentration in semen/concentration in plasma were 1.9 for indinavir, 0.08 for nelfinavir, and 0.07 for lopinavir. Only indinavir was detectable in CSF, with a concentration in CSF/concentration in plasma ratio of 0.17. Differential penetration into lymphoid tissue was observed, with concentration in lymph node tissue/concentration in plasma ratios of 2.07, 0.58, and 0.21 for indinavir, nelfinavir, and lopinavir, respectively. HIV RNA levels were <50 copies/ml in all CSF samples of patients in whom HIV RNA was not detectable in plasma. HIV RNA was detectable in the semen of three patients (two patients receiving nelfinavir and one patient receiving lopinavir/r), and its detection was associated with multiple resistance mutations, while the viral load in plasma was undetectable. HIV RNA was detectable in all lymph node tissue samples. Differential drug penetration was observed among the three protease inhibitors in the sanctuary sites, but there was no correlation between drug levels and HIV RNA levels, suggesting that multiple factors are involved in the persistence of viral reservoirs. Further studies are required to clarify the role and clinical relevance of drug penetration in sanctuaries in terms of long-term efficacy and drug resistance.

Adult↗

Mathematical approaches in the study of viral kinetics and drug resistance in HIV-1 infection.

We review some crucial aspects of drug therapy and viral resistance that have been investigated within the framework developed for the modelling of virus kinetics. First, we give a general overview on the use of mathematical models in the field of HIV research. We seek to identify the factors that determine the steady state virus load and show that stable reductions during antiviral therapy are difficult to explain within the standard model of virus dynamics. We discuss possible extensions that enable the models to account for the moderately reduced virus loads during non-suppressive treatment and argue that the residual viremia under suppressive treatment can probably be attributed to the survival of long-lived infected cells, rather than to new rounds of replication. Next, we address the emergence of resistance during suppressive therapy and demonstrate that the resistant virus is more likely to be present already at the start of treatment than to be generated during therapy. The appearance of resistance after a prolonged period of initial suppression indicates that drug efficacy is not continuously maintained over time. We investigate the potential risks and benefits of therapy interruptions. Considering the effect of recombination, we argue that it probably decelerates, rather than accelerates the evolution of multidrug-resistant virus. We also review state-of-the-art methods for the estimation of fitness, which is crucial to the understanding of the emergence of resistance during therapy or the re-emergence of wild type upon the cessation of therapy.

Anti-HIV Agents↗