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1.
AIDS ; 35(11): 1795-1804, 2021 09 01.
Article in English | MEDLINE | ID: mdl-34074816

ABSTRACT

OBJECTIVE: Cognitive impairment remains common in people with HIV (PWH) on antiretroviral therapy (ART). The clinical presentation and severity are highly variable in PWH suggesting that the pathophysiological mechanisms of cognitive complications are likely complex and multifactorial. MicroRNA (miRNA) expression changes may be linked to cognition as they are gene regulators involved in immune and stress responses as well as the development, plasticity, and differentiation of neurons. We examined plasma miRNA expression changes in relation to domain-specific and global cognitive function in PWH. DESIGN: Cross-sectional observational study. METHODS: Thirty-three PWH receiving care at the Southern Alberta Clinic, Canada completed neuropsychological (NP) testing and blood draw. Plasma miRNA extraction was followed by array hybridization. Random forest analysis was used to identify the top 10 miRNAs upregulated and downregulated in relation to cognition. RESULTS: Few miRNAs were identified across cognitive domains; however, when evident a miRNA was only associated with two or three domains. Notably, miR-127-3p was related to learning/memory and miR-485-5p to motor function, miRNAs previously identified in CSF or plasma in Alzheimer's and Parkinson's, respectively. Using miRNET 2.0, a software-platform for understanding the biological relevance of the miRNA-targets (genes) relating to cognition through a network-based approach, we identified genes involved in signaling, cell cycle, and transcription relating to executive function, learning/memory, and language. CONCLUSION: Findings support the idea that evaluating miRNA expression (or any molecular measure) in the context of global NP function might exclude miRNAs that could be important contributors to the domain-specific mechanisms leading to the variable neuropsychiatric outcomes seen in PWH.


Subject(s)
Cognitive Dysfunction , HIV Infections , MicroRNAs , Cognition , Cross-Sectional Studies , Gene Expression Profiling , HIV Infections/complications , Humans
2.
Entropy (Basel) ; 22(11)2020 Nov 05.
Article in English | MEDLINE | ID: mdl-33287025

ABSTRACT

Distance weighted discrimination (DWD) is an appealing classification method that is capable of overcoming data piling problems in high-dimensional settings. Especially when various sparsity structures are assumed in these settings, variable selection in multicategory classification poses great challenges. In this paper, we propose a multicategory generalized DWD (MgDWD) method that maintains intrinsic variable group structures during selection using a sparse group lasso penalty. Theoretically, we derive minimizer uniqueness for the penalized MgDWD loss function and consistency properties for the proposed classifier. We further develop an efficient algorithm based on the proximal operator to solve the optimization problem. The performance of MgDWD is evaluated using finite sample simulations and miRNA data from an HIV study.

3.
JCI Insight ; 3(23)2018 12 06.
Article in English | MEDLINE | ID: mdl-30518697

ABSTRACT

Symptomatic distal sensory polyneuropathy (sDSP) is common and debilitating in people with HIV/AIDS, leading to neuropathic pain, although the condition's cause is unknown. To investigate biomarkers and associated pathogenic mechanisms for sDSP, we examined plasma miRNA profiles in HIV/AIDS patients with sDSP or without sDSP in 2 independent cohorts together with assessing related pathogenic effects. Several miRNAs were found to be increased in the Discovery Cohort (sDSP, n = 29; non-DSP, n = 40) by array analyses and were increased in patients with sDSP compared with patients without sDSP. miR-455-3p displayed a 12-fold median increase in the sDSP group, which was confirmed by machine learning analyses and verified by reverse transcription PCR. In the Validation Cohort (sDSP n = 16, non-DSP n = 20, healthy controls n = 15), significant upregulation of miR-455-3p was also observed in the sDSP group. Bioinformatics revealed that miR-455-3p targeted multiple host genes implicated in peripheral nerve maintenance, including nerve growth factor (NGF) and related genes. Transfection of cultured human dorsal root ganglia with miR-455-3p showed a concentration-dependent reduction in neuronal ß-III tubulin expression. Human neurons transfected with miR-455-3p demonstrated reduced neurite outgrowth and NGF expression that was reversed by anti-miR-455-3p antagomir cotreatment. miR-455-3p represents a potential biomarker for HIV-associated sDSP and might also exert pathogenic effects leading to sDSP.


Subject(s)
Biomarkers/blood , HIV Infections/complications , MicroRNAs/blood , Polyneuropathies/complications , Adult , Aged , Cohort Studies , Computational Biology , Female , Ganglia, Spinal , HIV , Humans , Male , MicroRNAs/genetics , MicroRNAs/metabolism , Middle Aged , Nerve Growth Factor/genetics , Nerve Growth Factor/metabolism , Neurons/metabolism , Neurons/pathology , Young Adult
4.
Retrovirology ; 14(1): 47, 2017 Oct 16.
Article in English | MEDLINE | ID: mdl-29037245

ABSTRACT

BACKGROUND: In patients with HIV/AIDS receiving antiretroviral therapy (ART), HIV-1 persistence in brain tissue is a vital and unanswered question. HIV-1 infects and replicates in resident microglia and trafficking macrophages within the brain although the impact of individual ART drugs on viral infection within these brain myeloid cells is unknown. Herein, the effects of contemporary ART drugs were investigated using in vitro and in vivo models of HIV-1 brain infection. RESULTS: The EC50 values for specific ART drugs in HIV-infected human microglia were significantly higher compared to bone marrow-derived macrophages and peripheral blood mononuclear cells. Intracellular ART drug concentrations in microglia were significantly lower than in human lymphocytes. In vivo brain concentrations of ART drugs in mice were 10 to 100-fold less in brain tissues compared with plasma and liver levels. In brain tissues from untreated HIV-infected BLT mice, HIV-encoded RNA, DNA and p24 were present in human leukocytes while ART eradicated viral RNA and DNA in both brain and plasma. Interruption of ART resulted in detectable viral RNA and DNA and increased human CD68 expression in brains of HIV-infected BLT mice. In aviremic HIV/AIDS patients receiving effective ART, brain tissues that were collected within hours of last ART dosing showed HIV-encoded RNA and DNA with associated neuroinflammatory responses. CONCLUSIONS: ART drugs show variable concentrations and efficacies in brain myeloid cells and tissues in drug-specific manner. Despite low drug concentrations in brain, experimental ART suppressed HIV-1 infection in brain although HIV/AIDS patients receiving effective ART had detectable HIV-1 in brain. These findings suggest that viral suppression in brain is feasible but new approaches to enhancing ART efficacy and concentrations in brain are required for sustained HIV-1 eradication from brain.


Subject(s)
Anti-HIV Agents/pharmacology , Anti-HIV Agents/pharmacokinetics , Brain , HIV Infections/drug therapy , HIV Infections/virology , HIV-1 , Virus Latency/drug effects , Adult , Animals , Anti-HIV Agents/therapeutic use , Brain/drug effects , Brain/virology , Cell Culture Techniques , Disease Models, Animal , HIV-1/drug effects , HIV-1/physiology , Humans , Leukocytes, Mononuclear/drug effects , Leukocytes, Mononuclear/virology , Macrophages/drug effects , Macrophages/virology , Male , Mice , Mice, Inbred NOD , Mice, SCID , Microglia/drug effects , Microglia/virology , Middle Aged , Virus Replication/drug effects
5.
PLoS Pathog ; 13(6): e1006360, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28594894

ABSTRACT

HIV-associated neurocognitive disorders (HAND) represent a spectrum neurological syndrome that affects up to 25% of patients with HIV/AIDS. Multiple pathogenic mechanisms contribute to the development of HAND symptoms including chronic neuroinflammation and neurodegeneration. Among the factors linked to development of HAND is altered expression of host cell microRNAs (miRNAs) in brain. Here, we examined brain miRNA profiles among HIV/AIDS patients with and without HAND. Our analyses revealed differential expression of 17 miRNAs in brain tissue from HAND patients. A subset of the upregulated miRNAs (miR-500a-5p, miR-34c-3p, miR-93-3p and miR-381-3p), are predicted to target peroxisome biogenesis factors (PEX2, PEX7, PEX11B and PEX13). Expression of these miRNAs in transfected cells significantly decreased levels of peroxisomal proteins and concomitantly decreased peroxisome numbers or affected their morphology. The levels of miR-500a-5p, miR-34c-3p, miR-93-3p and miR-381-3p were not only elevated in the brains of HAND patients, but were also upregulated during HIV infection of primary macrophages. Moreover, concomitant loss of peroxisomal proteins was observed in HIV-infected macrophages as well as in brain tissue from HIV-infected patients. HIV-induced loss of peroxisomes was abrogated by blocking the functions of the upregulated miRNAs. Overall, these findings point to previously unrecognized miRNA expression patterns in the brains of HIV patients. Targeting peroxisomes by up-regulating miRNAs that repress peroxisome biogenesis factors may represent a novel mechanism by which HIV-1 subverts innate immune responses and/or causes neurocognitive dysfunction.


Subject(s)
HIV Infections/genetics , HIV-1/physiology , MicroRNAs/metabolism , Neurocognitive Disorders/virology , Peroxisomes/metabolism , Brain/metabolism , Brain/virology , HIV Infections/metabolism , HIV Infections/pathology , HIV Infections/virology , HIV-1/genetics , Humans , MicroRNAs/genetics , Neurocognitive Disorders/genetics , Neurocognitive Disorders/metabolism , Neurocognitive Disorders/pathology , Neuropathology , Peroxisomes/genetics , Peroxisomes/virology , Up-Regulation
6.
J Neurovirol ; 23(4): 577-586, 2017 08.
Article in English | MEDLINE | ID: mdl-28512685

ABSTRACT

Understanding HIV-1 replication and latency in different reservoirs is an ongoing challenge in the care of patients with HIV/AIDS. A mathematical model was created to describe and predict the viral dynamics of HIV-1 and SIV infection within the brain during effective combination antiretroviral therapy (cART). The mathematical model was formulated based on the biology of lentiviral infection of brain macrophages and used to describe the dynamics of transmission and progression of lentiviral infection in brain. Based on previous reports quantifying total viral DNA levels in brain from HIV-1 and SIV infections, estimates of integrated proviral DNA burden were made, which were used to calibrate the mathematical model predicting viral accrual in brain macrophages from primary infection. The annual rate at which susceptible brain macrophages become HIV-1 infected was estimated to be 2.90×10-7-4.87×10-6 per year for cART-treated HIV/AIDS patients without comorbid neurological disorders. The transmission rate for SIV infection among untreated macaques was estimated to be 5.30×10-6-1.37×10-5 per year. An improvement in cART effectiveness (1.6-48%) would suppress HIV-1 infection in patients without neurological disorders. Among patients with advanced disease, a substantial improvement in cART effectiveness (70%) would eradicate HIV-1 provirus from the brain within 3-32 (interquartile range 3-9) years in patients without neurological disorders, whereas 4-51 (interquartile range 4-16) years of efficacious cART would be required for HIV/AIDS patients with comorbid neurological disorders. HIV-1 and SIV provirus burdens in the brain increase over time. A moderately efficacious antiretroviral therapy regimen could eradicate HIV-1 infection in the brain that was dependent on brain macrophage lifespan and the presence of neurological comorbidity.


Subject(s)
Anti-HIV Agents/pharmacology , HIV Infections/drug therapy , Models, Statistical , Simian Acquired Immunodeficiency Syndrome/drug therapy , Animals , Antiretroviral Therapy, Highly Active , Brain/drug effects , Brain/virology , Disease Eradication/statistics & numerical data , HIV Infections/virology , HIV-1/drug effects , HIV-1/growth & development , Humans , Macaca mulatta , Simian Acquired Immunodeficiency Syndrome/virology , Simian Immunodeficiency Virus/drug effects , Simian Immunodeficiency Virus/growth & development , Viral Load/drug effects
7.
J Neurosci ; 36(41): 10683-10695, 2016 10 12.
Article in English | MEDLINE | ID: mdl-27733618

ABSTRACT

HIV-1 infection of the brain causes the neurodegenerative syndrome HIV-associated neurocognitive disorders (HAND), for which there is no specific treatment. Herein, we investigated the actions of insulin using ex vivo and in vivo models of HAND. Increased neuroinflammatory gene expression was observed in brains from patients with HIV/AIDS. The insulin receptor was detected on both neurons and glia, but its expression was unaffected by HIV-1 infection. Insulin treatment of HIV-infected primary human microglia suppressed supernatant HIV-1 p24 levels, reduced CXCL10 and IL-6 transcript levels, and induced peroxisome proliferator-activated receptor gamma (PPAR-γ) expression. Insulin treatment of primary human neurons prevented HIV-1 Vpr-mediated cell process retraction and death. In feline immunodeficiency virus (FIV) infected cats, daily intranasal insulin treatment (20.0 IU/200 µl for 6 weeks) reduced CXCL10, IL-6, and FIV RNA detection in brain, although PPAR-γ in glia was increased compared with PBS-treated FIV+ control animals. These molecular changes were accompanied by diminished glial activation in cerebral cortex and white matter of insulin-treated FIV+ animals, with associated preservation of cortical neurons. Neuronal counts in parietal cortex, striatum, and hippocampus were higher in the FIV+/insulin-treated group compared with the FIV+/PBS-treated group. Moreover, intranasal insulin treatment improved neurobehavioral performance, including both memory and motor functions, in FIV+ animals. Therefore, insulin exerted ex vivo and in vivo antiviral, anti-inflammatory, and neuroprotective effects in models of HAND, representing a new therapeutic option for patients with inflammatory or infectious neurodegenerative disorders including HAND. SIGNIFICANCE STATEMENT: HIV-associated neurocognitive disorders (HAND) represent a spectrum disorder of neurocognitive dysfunctions resulting from HIV-1 infection. Although the exact mechanisms causing HAND are unknown, productive HIV-1 infection in the brain with associated neuroinflammation is a potential pathogenic mechanism resulting in neuronal damage and death. We report that, in HIV-infected microglia cultures, insulin treatment led to reduced viral replication and inflammatory gene expression. In addition, intranasal insulin treatment of experimentally feline immunodeficiency virus-infected animals resulted in improved motor and memory performances. We show that insulin restored expression of the nuclear receptor peroxisome proliferator-activated receptor gamma (PPAR-γ), which is suppressed by HIV-1 replication. Our findings indicate a unique function for insulin in improving neurological outcomes in lentiviral infections, implicating insulin as a therapeutic intervention for HAND.


Subject(s)
AIDS Dementia Complex/prevention & control , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Neuritis/prevention & control , Neurodegenerative Diseases/prevention & control , Neurons/pathology , Neuroprotective Agents/therapeutic use , Administration, Intranasal , Animals , Cats , Cell Death/drug effects , Female , HIV-1 , Human Immunodeficiency Virus Proteins/metabolism , Humans , Hypoglycemic Agents/administration & dosage , Immunodeficiency Virus, Feline , Insulin/administration & dosage , Lentivirus Infections/metabolism , Neuroglia/drug effects , Neuroglia/metabolism , Neurons/drug effects , Neurons/metabolism , Neuroprotective Agents/administration & dosage , Pregnancy , Receptor, Insulin/drug effects
8.
AIDS ; 30(13): 2021-31, 2016 08 24.
Article in English | MEDLINE | ID: mdl-27191977

ABSTRACT

OBJECTIVE: HIV-associated neurocognitive disorder (HAND) is a common neurological disorder among HIV-infected patients despite the availability of combination antiretroviral therapy. Host-encoded microRNAs (miRNA) regulate both host and viral gene expression contributing to HAND pathogenesis and can also serve as disease biomarkers. Herein, plasma miRNA profiles were investigated in HIV/AIDS patients with HAND. METHODS: Discovery and Validation Cohorts comprising HIV/AIDS patients were studied that included patients with and without HAND (non-HAND). Plasma miRNA levels were measured by array hybridization and verified by quantitative real-time reverse transcriptase PCR (qRT-PCR). Multiple bioinformatic and biostatistical analyses were applied to the data from each cohort. RESULTS: Expression analyses identified nine miRNAs in the Discovery Cohort (HAND, n = 22; non-HAND, n = 25) with increased levels (≥two-fold) in the HAND group compared with the non-HAND group (P < 0.05). In the Validation Cohort (HAND, n = 12; non-HAND, n = 12) upregulation (≥two-fold) of three miRNAs (miR-3665, miR-4516 and miR-4707-5p) was observed in the HAND group that were also increased in the Discovery Cohort's HAND patients, which were verified subsequently by qRT-PCR. Receiver-operating characteristic curve analyses for the three miRNAs also pointed to the diagnosis of HAND (area under curve, 0.87, P < 0.005). Bioinformatics tools predicted that all three miRNAs targeted sequences of genes implicated in neural development, cell death, inflammation, cell signalling and cytokine functions. CONCLUSION: Differentially expressed plasma-derived miRNAs were detected in HIV/AIDS patients with HAND that were conserved across different patient cohorts and laboratory methods. Plasma-derived miRNAs might represent biomarkers for HAND and also provide insights into disease mechanisms.


Subject(s)
AIDS Dementia Complex/diagnosis , Biomarkers/blood , Gene Expression Profiling , HIV Infections/complications , MicroRNAs/blood , Adult , Biostatistics , Cohort Studies , Computational Biology , Female , Humans , Male , Microarray Analysis , Middle Aged , Nucleic Acid Hybridization , Plasma/chemistry , Real-Time Polymerase Chain Reaction
9.
AIDS ; 30(4): 543-52, 2016 Feb 20.
Article in English | MEDLINE | ID: mdl-26558720

ABSTRACT

OBJECTIVE: The neurotoxic actions of the HIV protease inhibitors, amprenavir (APV) and lopinavir (LPV) were investigated. DESIGN: With combination antiretroviral therapy (cART), HIV-infected persons exhibit neurocognitive impairments, raising the possibility that cART might exert adverse central nervous system (CNS) effects. We examined the effects of LPV and APV using in-vitro and in-vivo assays of CNS function. METHODS: Gene expression, cell viability and amino-acid levels were measured in human astrocytes, following exposure to APV or LPV. Neurobehavioral performance, amino-acid levels and neuropathology were examined in HIV-1 Vpr transgenic mice after treatment with APV or LPV. RESULTS: Excitatory amino-acid transporter-2 (EAAT2) expression was reduced in astrocytes treated with LPV or APV, especially LPV (P < 0.05), which was accompanied by reduced intracellular L-glutamate levels in LPV-treated cells (P < 0.05). Treatment of astrocytes with APV or LPV reduced the expression of proliferating cell nuclear antigen (PCNA) and Ki-67 (P < 0.05) although cell survival was unaffected. Exposure of LPV to astrocytes augmented glutamate-evoked transient rises in [Cai] (P < 0.05). Vpr mice treated with LPV showed lower concentrations of L-glutamate, L-aspartate and L-serine in cortex compared with vehicle-treated mice (P < 0.05). Total errors in T-maze assessment were increased in LPV and APV-treated animals (P < 0.05). EAAT2 expression was reduced in the brains of protease inhibitor-treated animals, which was associated with gliosis (P < 0.05). CONCLUSION: These results indicated that contemporary protease inhibitors disrupt astrocyte functions at therapeutic concentrations with enhanced sensitivity to glutamate, which can lead to neurobehavioral impairments. ART neurotoxicity should be considered in future therapeutic regimens for HIV/AIDS.


Subject(s)
Amino Acid Transport System X-AG/antagonists & inhibitors , Astrocytes/drug effects , Astrocytes/enzymology , Carbamates/adverse effects , HIV Protease Inhibitors/adverse effects , Lopinavir/adverse effects , Nervous System Diseases/chemically induced , Sulfonamides/adverse effects , Animals , Brain Chemistry , Carbamates/administration & dosage , Cell Survival/drug effects , Cells, Cultured , Female , Furans , Gene Expression Profiling , HIV Protease Inhibitors/administration & dosage , HIV-1 , Humans , Lopinavir/administration & dosage , Male , Mice, Transgenic , Nervous System Diseases/pathology , Neurologic Examination , Sulfonamides/administration & dosage
10.
Mol Cell Biol ; 35(21): 3684-700, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26283733

ABSTRACT

The proprotein convertases (PCs) furin, PC5, PACE4, and PC7 cleave secretory proteins after basic residues, including the HIV envelope glycoprotein (gp160) and Vpr. We evaluated the abundance of PC mRNAs in postmortem brains of individuals exhibiting HIV-associated neurocognitive disorder (HAND), likely driven by neuroinflammation and neurotoxic HIV proteins (e.g., envelope and Vpr). Concomitant with increased inflammation-related gene expression (interleukin-1ß [IL-1ß]), the mRNA levels of the above PCs are significantly increased, together with those of the proteinase-activated receptor 1 (PAR1), an inflammation-associated receptor that is cleaved by thrombin at ProArg41↓ (where the down arrow indicates the cleavage location), and potentially by PCs at Arg41XXXXArg46↓. The latter motif in PAR1, but not its R46A mutant, drives its interactions with PCs. Indeed, PAR1 upregulation leads to the inhibition of membrane-bound furin, PC5B, and PC7 and inhibits gp160 processing and HIV infectivity. Additionally, a proximity ligation assay revealed that furin and PC7 interact with PAR1. Reciprocally, increased furin expression reduces the plasma membrane abundance of PAR1 by trapping it in the trans-Golgi network. Furthermore, soluble PC5A/PACE4 can target/disarm cell surface PAR1 through cleavage at Arg46↓. PACE4/PC5A decreased calcium mobilization induced by thrombin stimulation. Our data reveal a new PC-PAR1-interaction pathway, which offsets the effects of HIV-induced neuroinflammation, viral infection, and potentially the development of HAND.


Subject(s)
Brain/pathology , HIV Infections/complications , Inflammation/complications , Neurocognitive Disorders/complications , Proprotein Convertases/metabolism , Protein Interaction Maps , Receptor, PAR-1/metabolism , Amino Acid Sequence , Animals , Brain/metabolism , Cell Line , Furin/genetics , Gene Expression Regulation , HIV Envelope Protein gp160/metabolism , HIV Infections/genetics , HIV Infections/metabolism , HIV Infections/pathology , HIV-1/physiology , Host-Pathogen Interactions , Humans , Inflammation/genetics , Inflammation/metabolism , Inflammation/pathology , Mice , Molecular Sequence Data , Neurocognitive Disorders/genetics , Neurocognitive Disorders/metabolism , Neurocognitive Disorders/pathology , Proprotein Convertase 5/analysis , Proprotein Convertase 5/metabolism , Proprotein Convertases/analysis , Proprotein Convertases/genetics , RNA, Messenger/analysis , RNA, Messenger/genetics , Receptor, PAR-1/analysis , Receptor, PAR-1/genetics , Serine Endopeptidases/analysis , Serine Endopeptidases/genetics , Serine Endopeptidases/metabolism , Subtilisins/analysis , Subtilisins/genetics , Subtilisins/metabolism , Thrombin/metabolism
11.
Curr Opin HIV AIDS ; 9(6): 579-84, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25275707

ABSTRACT

PURPOSE OF REVIEW: To summarize contemporary observations regarding the effects of highly active antiretroviral therapy (HAART) on the brain. RECENT FINDINGS: The effects of HAART on the structure and function of the brain during HIV/AIDS is currently a subject of intense interest because the brain is one of the most drug-impenetrable organs that is infected by HIV-1 and as such represents an important reservoir for replication-competent virus. The effects of HAART on neurocognitive impairment caused by HIV-1 infection remain uncertain with both beneficial and adverse outcomes reported with different HAART regimens. Similarly, the effects of individual HAART regimens on viral quantity in cerebrospinal fluid as a surrogate indicator of brain virus burden are variable. Indeed, the situation is further complicated by the ranking of antiretroviral therapies (ARTs) by their central nervous system penetration-effectiveness score on the basis of ART concentrations in cerebrospinal fluid. Experimental studies have also yielded equivocal findings depending on the model and individual ART. At the same time, a burgeoning body of experimental data has demonstrated neurotoxic effects of several ARTs, including nucleoside reverse transcriptase inhibitors (NRTIs), non-nucleoside reverse transcriptase inhibitors (NNRTIs) and protease inhibitors (PIs). SUMMARY: HAART selection strategies are currently guided by efficacy, resistance testing, toxicity, potential drug interactions and theoretical brain penetration. As improved strategies are developed to target the viral reservoir within the brain, greater knowledge of the effects of ARTs on neural tissues will be needed to operationalize their use in a rational manner that maximizes antiretroviral efficacy and minimizes the neurotoxic complications.


Subject(s)
Anti-HIV Agents/administration & dosage , Anti-HIV Agents/adverse effects , Brain Diseases/virology , Cognition Disorders/virology , HIV Infections/drug therapy , HIV-1 , Antiretroviral Therapy, Highly Active , Brain/drug effects , Brain/virology , Brain Diseases/drug therapy , Cognition Disorders/drug therapy , HIV Infections/physiopathology , Humans
12.
Antimicrob Agents Chemother ; 57(10): 4681-8, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23856772

ABSTRACT

E138K, a G→A mutation in HIV-1 reverse transcriptase (RT), is preferentially selected by etravirine (ETR) and rilpivirine over other substitutions at position E138 that offer greater drug resistance. We hypothesized that there was a mutational bias for the E138K substitution and designed an allele-specific PCR to monitor the emergence of E138A/G/K/Q/R/V during ETR selection experiments. We also performed competition experiments using mutated viruses and quantified the prevalence of E138 minority species in drug-naive patients. E138K, as well as E138G, consistently emerged first during ETR selection experiments, followed by E138A and E138Q; E138R was never selected. Surprisingly, E138K was identified as a tiny minority in 23% of drug-naive subtype B patients, a result confirmed by ultradeep sequencing (UDS). This result could reflect a low fitness cost of E138K; however, E138K was one of the least fit substitutions at codon E138, even after taking into account the deoxynucleoside triphosphate pools of the cells used in competition experiments. Further UDS analysis revealed other minority species in a pattern consistent with the mutational bias of HIV RT. There was no evidence of APOBEC3-hypermutation in these selection experiments or in patients. Our results confirm the mutational bias of HIV-1 in patients and highlight the importance of G→A mutations in HIV-1 drug resistance evolution.


Subject(s)
HIV Reverse Transcriptase/genetics , Anti-HIV Agents , Cell Line , Codon/genetics , Humans , Mutation/genetics , Nitriles , Pyridazines/pharmacology , Pyrimidines
13.
Antimicrob Agents Chemother ; 57(7): 3100-9, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23612196

ABSTRACT

Impacts of mutations at position E138 (A/G/K/Q/R/V) alone or in combination with M184I in HIV-1 reverse transcriptase (RT) were investigated. We also determined why E138K is the most prevalent nonnucleoside reverse transcriptase inhibitor mutation in patients failing rilpivirine (RPV) therapy. Recombinant RT enzymes and viruses containing each of the above-mentioned mutations were generated, and drug susceptibility was assayed. Each of the E138A/G/K/Q/R mutations, alone or in combination with M184I, resulted in decreased susceptibility to RPV and etravirine (ETR). The maximum decrease in susceptibility to RPV was observed for E138/R/Q/G by both recombinant RT assay and cell-based assays. E138Q/R-containing enzymes and viruses also showed the most marked decrease in susceptibility to ETR by both assays. The addition of M184I to the E138 mutations did not significantly change the levels of diminution in drug susceptibility. These findings indicate that E138R caused the highest level of loss of susceptibility to both RPV and ETR, and, accordingly, E138R should be recognized as an ETR resistance-associated mutation. The E138K/Q/R mutations can compensate for M184I in regard to both enzymatic fitness and viral replication capacity. The favored emergence of E138K over other mutations at position E138, together with M184I, is not due to an advantage in either the level of drug resistance or viral replication capacity but may reflect the fact that E138R and E138Q require two distinct mutations to occur, one of which is a disfavorable G-to-C mutation, whereas E138K requires only a single favorable G-to-A hypermutation. Of course, other factors may also affect the concept of barrier to resistance.


Subject(s)
Anti-HIV Agents/pharmacology , HIV Reverse Transcriptase/antagonists & inhibitors , HIV Reverse Transcriptase/genetics , HIV-1/drug effects , Nitriles/pharmacology , Pyridazines/pharmacology , Pyrimidines/pharmacology , Reverse Transcriptase Inhibitors/pharmacology , Cells, Cultured , Drug Resistance, Viral/genetics , HIV Infections/drug therapy , HIV Infections/virology , HIV Reverse Transcriptase/metabolism , HIV-1/enzymology , HIV-1/genetics , HIV-1/physiology , Humans , Microbial Sensitivity Tests , Mutation , Rilpivirine , Virus Replication/drug effects
14.
AIDS ; 27(6): 879-887, 2013 Mar 27.
Article in English | MEDLINE | ID: mdl-23262501

ABSTRACT

OBJECTIVE: The current in-vitro study examined HIV-1 drug resistance patterns following etravirine (ETR) and rilpivirine (RPV) drug pressure in viruses containing baseline nonnucleoside reverse transcriptase inhibitor (NNRTI) resistance mutations. DESIGN AND METHOD: Several baseline mutations were introduced into NL-4.3 (subtype B clone) by site-directed mutagenesis. This virus, together with two subtype C clinical isolates containing baseline mutations, was passaged in increasing drug pressure of NNRTIs in cord blood mononuclear cells. Genotypic analysis was performed at different weeks. Phenotypic resistance for ETR, RPV, and efavirenz (EFV) and the replication capacity of several mutations and combinations were tested. RESULTS: In wild-type viruses and viruses containing K103N alone at baseline, E138K or E138G mutations were observed following pressure with either ETR or RPV prior to the appearance of other NNRTI resistance mutations. These changes were observed regardless of viral subtype. However, subtype B viruses containing Y181C generated V179I/F or A62V/A but not E138K following exposure to ETR or RPV, respectively, whereas subtype C viruses containing Y181C developed E138V together with Y188H and V179I under ETR pressure. The addition of mutations at position 138 to Y181C did not significantly enhance levels of resistance to ETR or RPV. The replicative capacity of viruses containing Y181C and either E138K or E138A was similar to that of viruses containing either E138K or E138A alone. CONCLUSION: These results demonstrate that ETR and RPV are likely to select for E138K as a major resistance mutation if no or very few other resistance mutations are present and that Y181C may be antagonistic to E138K.


Subject(s)
Anti-HIV Agents/pharmacology , Drug Resistance, Viral , HIV Reverse Transcriptase/genetics , HIV-1/drug effects , Mutation, Missense , Nitriles/pharmacology , Pyridazines/pharmacology , Pyrimidines/pharmacology , DNA Mutational Analysis , Genotype , HIV Infections/virology , HIV-1/isolation & purification , HIV-1/physiology , Humans , Microbial Sensitivity Tests , Mutagenesis, Site-Directed , Rilpivirine , Selection, Genetic , Serial Passage , Virus Replication
15.
J Antimicrob Chemother ; 68(1): 105-12, 2013 Jan.
Article in English | MEDLINE | ID: mdl-22945918

ABSTRACT

OBJECTIVES: HIV-1 protease inhibitors (PIs) are key components of HIV therapy. PL-100 is a novel lysine sulphonamide that demonstrates potent antiviral activity against multiresistant HIV-1 strains as well as a higher genetic barrier for development of resistance mutations compared with first-generation PIs. In the present study, we compared the antiviral activity of PL-100 against HIV-1 subtype B with that of darunavir. METHODS: We used tissue culture experiments to evaluate the in vitro development of resistance to PL-100 and tested the antiviral activity of several clinically approved PIs against PL-100-selected resistant variants. Structural modelling was also used to compare the binding of PL-100 and darunavir to the HIV-1 protease (PR) enzyme. RESULTS: PL-100-resistant variants that emerged within 8-48 weeks showed low- to high-level resistance (3.5- to 21.6-fold) to PL-100, but commonly retained susceptibility to darunavir, which, in contrast, did not select for resistance mutations over a period of 40 weeks. Structural modelling demonstrated that binding of PL-100 was predominantly based on polar interactions and delocalized hydrophobic interactions through its diphenyl groups, while darunavir has numerous interactions with PR that include hydrogen bonding to PR backbone oxygens at amino acid positions A28, D29 and D30 via di-tetrahydrofuran (di-THF) groups. CONCLUSIONS: Hydrogen-bonding contacts and the di-THF group in darunavir, as well as the hydrophobic nature of PL-100, contribute to PI binding and a high genetic barrier for resistance. Redesigning the structure of PL-100 to include a di-THF group might improve it.


Subject(s)
Carbamates/chemistry , Carbamates/metabolism , HIV Protease Inhibitors/chemistry , HIV Protease Inhibitors/metabolism , HIV Protease/metabolism , Sulfonamides/chemistry , Sulfonamides/metabolism , Carbamates/pharmacology , HIV Protease/genetics , HIV Protease Inhibitors/pharmacology , HIV-1/drug effects , HIV-1/enzymology , HIV-1/genetics , Humans , Mutation/genetics , Structure-Activity Relationship , Sulfonamides/pharmacology
16.
J Virol ; 86(23): 12983-90, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22993165

ABSTRACT

Etravirine (ETR) is an expanded-spectrum nonnucleoside reverse transcriptase inhibitor (NNRTI) approved for use as an antiretroviral agent in treatment-experienced patients. Y181C and E138K in HIV-1 RT are among 20 different drug resistance mutations associated with ETR. However, E138K can be consistently selected by ETR when wild-type viruses but not viruses containing Y181C are grown in tissue culture. This study was carried out to evaluate any possible mechanisms that might explain antagonism between the Y181C and E138K mutations. Accordingly, we performed tissue culture studies to investigate the evolutionary dynamics of E138K in both a wild-type (WT) and a Y181C background. We also generated recombinant enzymes containing Y181C and E138K alone or in combination in order to study enzyme processivity, rates of processive DNA synthesis, enzyme kinetics, and susceptibility to ETR. We now show that the presence of the Y181C mutation prevented the emergence of E138K in cell culture and that the simultaneous presence of E138K and Y181C impaired each of enzyme activity, processivity, rate of processive DNA synthesis, and deoxynucleoside triphosphate (dNTP) affinity. The addition of E138K to Y181C also decreased the level of resistance to ETR compared to that obtained with Y181C alone.


Subject(s)
Drug Resistance, Viral/genetics , HIV Reverse Transcriptase/genetics , HIV Reverse Transcriptase/metabolism , HIV-1/enzymology , Mutation, Missense/genetics , Anti-HIV Agents , Chromatography, Affinity , Electrophoresis, Polyacrylamide Gel , Escherichia coli , Kinetics , Nitriles , Pyridazines , Pyrimidines , Recombinant Proteins/genetics
17.
Antimicrob Agents Chemother ; 56(10): 5000-8, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22733071

ABSTRACT

Highly active antiretroviral therapy (HAART) consists of a combination of drugs to achieve maximal virological response and reduce the potential for the emergence of antiviral resistance. Despite being the first antivirals described to be effective against HIV, reverse transcriptase inhibitors remain the cornerstone of HAART. There are two broad classes of reverse transcriptase inhibitor, the nucleoside reverse transcriptase inhibitors (NRTIs) and nonnucleoside reverse transcriptase inhibitors (NNRTIs). Since the first such compounds were developed, viral resistance to them has inevitably been described; this necessitates the continuous development of novel compounds within each class. In this review, we consider the NRTIs and NNRTIs currently in both preclinical and clinical development or approved for second-line therapy and describe the patterns of resistance associated with their use as well as the underlying mechanisms that have been described. Due to reasons of both affordability and availability, some reverse transcriptase inhibitors with a low genetic barrier are more commonly used in resource-limited settings. Their use results in the emergence of specific patterns of antiviral resistance and so may require specific actions to preserve therapeutic options for patients in such settings.


Subject(s)
HIV Infections/drug therapy , Reverse Transcriptase Inhibitors/therapeutic use , Antiretroviral Therapy, Highly Active/methods , Drug Resistance, Viral , HIV Reverse Transcriptase/antagonists & inhibitors , Humans , Molecular Structure , Reverse Transcriptase Inhibitors/chemistry
18.
J Antimicrob Chemother ; 67(4): 988-94, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22315096

ABSTRACT

OBJECTIVES: Relatively little is known about the development of resistance to protease inhibitors (PIs) in non-B subtypes. In subtype B viruses, L89 is commonly found at position 89 in the HIV protease (PR) gene, whereas M89 is commonly observed as a polymorphism in other subtypes. We compared the frequencies of substitutions at position 89 in PR in tissue culture selections and in clinical databases of PI-naive and PI-experienced populations. METHODS: Representative subtype A/CRF01_AE (n = 2 and 3) and subtype C (n = 5) isolates were cultured in MT-2 cells and cord blood mononuclear cells (CBMCs), respectively, under increasing drug pressure with PIs, and drug resistance mutations were identified. RESULTS: The M89 natural polymorphism in non-B subtypes commonly led to the appearance of an M89T mutation in selections with atazanavir in subtypes A/AE and C, and was accompanied by other previously recognized atazanavir mutations. The M89T mutation contributed to phenotypic resistance to atazanavir and cross-resistance to lopinavir and nelfinavir, but not to other PIs. A shift from a L89 natural polymorphism to L89I/M arose in two of five subtype C selections with PIs. M89I/V/T mutations were acquired by 10%-11% of individuals harbouring non-B subtypes who were failing PI-based regimens, but were rarely observed in drug-naive persons and in patients failing non-PI-based regimens. CONCLUSIONS: The M/L89 natural polymorphism present in non-B subtypes may lead to the M89T mutational pathway conferring resistance to atazanavir, lopinavir and nelfinavir.


Subject(s)
Anti-HIV Agents/pharmacology , Drug Resistance, Viral , HIV Infections/virology , HIV Protease Inhibitors/pharmacology , HIV Protease/genetics , HIV-1/genetics , Polymorphism, Genetic , Amino Acid Substitution , Atazanavir Sulfate , Cells, Cultured , Genotype , HIV-1/classification , HIV-1/isolation & purification , Humans , Leukocytes, Mononuclear/virology , Lopinavir/pharmacology , Nelfinavir/pharmacology , Oligopeptides/pharmacology , Pyridines/pharmacology , Virus Cultivation
19.
J Virol ; 85(21): 11300-8, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21849444

ABSTRACT

Recently, several phase 3 clinical trials (ECHO and THRIVE) showed that E138K and M184I were the most frequent mutations to emerge in patients who failed therapy with rilpivirine (RPV) together with two nucleos(t)ide reverse transcriptase inhibitors, emtricitabine (FTC) and tenofovir (TDF). To investigate the basis for the copresence of E138K and M184I, we generated recombinant mutated and wild-type (WT) reverse transcriptase (RT) enzymes and HIV-1(NL4-3) infectious clones. Drug susceptibilities were determined in cord blood mononuclear cells (CBMCs). Structural modeling was performed to analyze any impact on deoxynucleoside triphosphate (dNTP) binding. The results of phenotyping showed that viruses containing both the E138K and M184V mutations were more resistant to each of FTC, 3TC, and ETR than viruses containing E138K and M184I. Viruses with E138K displayed only modest resistance to ETR, little resistance to efavirenz (EFV), and no resistance to either FTC or 3TC. E138K restored viral replication capacity (RC) in the presence of M184I/V, and this was confirmed in cell-free RT processivity assays. RT enzymes containing E138K, E138K/184I, or E138K/184V exhibited higher processivity than WT RT at low dNTP concentrations. Steady-state kinetic analysis demonstrated that the E138K mutation resulted in decreased K(m)s for dNTPs. In contrast, M184I/V resulted in an increased K(m) for dNTPs compared to those for WT RT. These results indicate that the E138K mutation compensates for both the deficit in dNTP usage and impairment in replication capacity by M184I/V. Structural modeling shows that the addition of E138K to M184I/V promotes tighter dNTP binding.


Subject(s)
Amino Acid Substitution , Antiviral Agents/pharmacology , Drug Resistance, Viral , HIV Reverse Transcriptase/genetics , HIV-1/enzymology , HIV-1/genetics , Mutation, Missense , Cells, Cultured , HIV Reverse Transcriptase/chemistry , HIV Reverse Transcriptase/metabolism , HIV-1/drug effects , HIV-1/growth & development , Humans , Kinetics , Leukocytes, Mononuclear/virology , Microbial Sensitivity Tests , Models, Molecular , Mutant Proteins/chemistry , Mutant Proteins/genetics , Mutant Proteins/metabolism , Nucleotides/metabolism , Protein Conformation
20.
Antimicrob Agents Chemother ; 55(2): 600-7, 2011 Feb.
Article in English | MEDLINE | ID: mdl-21135184

ABSTRACT

We have selected for resistance to etravirine (ETR) and efavirenz (EFV) in tissue culture using three subtype B, three subtype C, and two CRF02_AG clinical isolates, grown in cord blood mononuclear cells. Genotypic analysis was performed at baseline and at various weeks of selection. Phenotypic resistance in regard to ETR, EFV, and nevirapine (NVP) was evaluated at weeks 25 to 30 for all ETR-selected viruses and in viral clones that contained specific resistance mutations that were inserted by site-directed mutagenesis into pNL-4.3 and AG plasmids. The results show that ETR selected mutations at positions V90I, K101Q, E138K, V179D/E/F, Y181C, V189I, G190E, H221H/Y, and M230L and that E138K was the first of these to emerge in most instances. The time to the emergence of resistance was longer in the case of ETR (18 weeks) compared to EFV (11 weeks), and no differences in the patterns of emergent mutations could be documented between the B and non-B subtypes. Viral clones containing E138K displayed low-level phenotypic resistance to ETR (3.8-fold) and modestly impaired replication capacity (2-fold) compared to wild-type virus. ETR-selected virus showed a high degree of cross-resistance to NVP but not to EFV. We identified K101Q, E138K, V179E, V189I, G190E, and H221Y as mutations not included among the 17 currently recognized resistance-associated mutations for ETR.


Subject(s)
Anti-HIV Agents/pharmacology , Drug Resistance, Viral/genetics , HIV Reverse Transcriptase/genetics , HIV-1/drug effects , Mutation , Pyridazines/pharmacology , Amino Acid Sequence , Cell Line , HIV Infections/virology , HIV Reverse Transcriptase/chemistry , HIV-1/classification , HIV-1/enzymology , HIV-1/genetics , Humans , Microbial Sensitivity Tests/methods , Molecular Sequence Data , Nitriles , Pyrimidines , Sequence Alignment
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