1
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Pinzone MR, Weissman S, Pasternak AO, Zurakowski R, Migueles S, O'Doherty U. Naive infection predicts reservoir diversity and is a formidable hurdle to HIV eradication. JCI Insight 2021; 6:e150794. [PMID: 34228640 PMCID: PMC8409977 DOI: 10.1172/jci.insight.150794] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 06/30/2021] [Indexed: 12/16/2022] Open
Abstract
Historically, naive cells have been considered inconsequential to HIV persistence. Here, we compared the contributions of naive and memory cells to the reservoirs of individuals with a spectrum of reservoir sizes and variable immunological control. We performed proviral sequencing of approximately 6000 proviruses from cellular subsets of 5 elite controllers (ECs) off antiretroviral therapy (ART) and 5 chronic progressors (CPs) on ART. The levels of naive infection were barely detectable in ECs and approximately 300-fold lower compared with those in CPs. Moreover, the ratio of infected naive to memory cells was significantly lower in ECs. Overall, the naive infection level increased as reservoir size increased, such that naive cells were a major contributor to the intact reservoir of CPs, whose reservoirs were generally very diverse. In contrast, the reservoirs of ECs were dominated by proviral clones. Critically, the fraction of proviral clones increased with cell differentiation, with naive infection predicting reservoir diversity. Longitudinal sequencing revealed that the reservoir of ECs was less dynamic compared with that of CPs. Naive cells play a critical role in HIV persistence. Their infection level predicts reservoir size and diversity. Moreover, the diminishing diversity of the reservoir as cellular subsets mature suggests that naive T cells repopulate the memory compartment and that direct infection of naive T cells occurs in vivo.
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Affiliation(s)
- Marilia R Pinzone
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sam Weissman
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Alexander O Pasternak
- Department of Medical Microbiology, Amsterdam UMC, University of Amsterdam, Laboratory of Experimental Virology, Amsterdam, Netherlands
| | - Ryan Zurakowski
- Department of Biomedical Engineering, University of Delaware, Newark, Delaware, USA
| | - Stephen Migueles
- HIV-Specific Immunity Section of the Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, Maryland, USA
| | - Una O'Doherty
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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2
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Venanzi Rullo E, Pinzone MR, Cannon L, Weissman S, Ceccarelli M, Zurakowski R, Nunnari G, O'Doherty U. Persistence of an intact HIV reservoir in phenotypically naive T cells. JCI Insight 2020; 5:133157. [PMID: 33055422 PMCID: PMC7605525 DOI: 10.1172/jci.insight.133157] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Accepted: 09/10/2020] [Indexed: 12/25/2022] Open
Abstract
Despite the efficacy of antiretroviral therapy (ART), HIV persists in a latent form and remains a hurdle to eradication. CD4+ T lymphocytes harbor the majority of the HIV reservoir, but the role of individual subsets remains unclear. CD4+ T cells were sorted into central, transitional, effector memory, and naive T cells. We measured HIV DNA and performed proviral sequencing of more than 1900 proviruses in 2 subjects at 2 and 9 years after ART initiation to estimate the contribution of each subset to the reservoir. Although our study was limited to 2 subjects, we obtained comparable findings with publicly available sequences. While the HIV integration levels were lower in naive compared with memory T cells, naive cells were a major contributor to the intact proviral reservoir. Notably, proviral sequences isolated from naive cells appeared to be unique, while those retrieved from effector memory cells were mainly clonal. The number of clones increased as cells differentiated from a naive to an effector memory phenotype, suggesting naive cells repopulate the effector memory reservoir as previously shown for central memory cells. Naive T cells contribute substantially to the intact HIV reservoir and represent a significant hurdle for HIV eradication.
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Affiliation(s)
- Emmanuele Venanzi Rullo
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Department of Clinical and Experimental Medicine, Unit of Infectious Diseases, University of Messina, Messina, Italy
| | - Marilia Rita Pinzone
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - LaMont Cannon
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Center for the Study of Biological Complexity, Virginia Commonwealth University, Virginia, USA
| | - Sam Weissman
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Manuela Ceccarelli
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Department of Clinical and Experimental Medicine, Unit of Infectious Diseases, University of Messina, Messina, Italy
| | - Ryan Zurakowski
- Department of Biomedical Engineering, University of Delaware, Newark, Delaware, USA
| | - Giuseppe Nunnari
- Department of Clinical and Experimental Medicine, Unit of Infectious Diseases, University of Messina, Messina, Italy
| | - Una O'Doherty
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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3
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Kalu AW, Telele NF, Aralaguppe SG, Gebre-Selassie S, Fekade D, Marrone G, Sonnerborg A. Coreceptor Tropism and Maraviroc Sensitivity of Clonally Derived Ethiopian HIV-1C Strains Using an in-house Phenotypic Assay and Commonly Used Genotypic Methods. Curr HIV Res 2019; 16:113-120. [PMID: 29766813 DOI: 10.2174/1570162x16666180515124836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Revised: 04/23/2018] [Accepted: 05/07/2018] [Indexed: 11/22/2022]
Abstract
OBJECTIVES Genotypic Tropism Testing (GTT) tools are generally developed based on HIV-1 subtype B (HIV-1B) and used for HIV-1C as well but with a large discordance of prediction between different methods. We used an established phenotypic assay for comparison with GTT methods and for the determination of in vitro maraviroc sensitivity of pure R5-tropic and dual-tropic HIV-1C. METHODS Plasma was obtained from 58 HIV-1C infected Ethiopians. Envgp120 was cloned into a luciferase tagged NL4-3 plasmid. Phenotypic tropism was determined by in house method and the V3 sequences were analysed by five GTT methods. In vitro maraviroc sensitivity of R5-tropic and dual-tropic isolates were compared in the TZMbl cell-line. RESULTS The phenotypes were classified as R5 in 92.4% and dual tropic (R5X4) in 7.6% of 79 clones. The concordance between phenotype and genotype ranged from 64.7% to 84.3% depending on the GTT method. Only 46.9% of the R5 phenotypes were predicted as R5 by all GTT tools while R5X4 phenotypes were predicted as X4 by four methods, but not by Raymond's method. All six tested phenotypic R5 clones, as well as five of six of dual tropic clones, showed a dose response to maraviroc. CONCLUSION There is a high discordance between GTT methods, which underestimates the presence of R5 and overestimates X4 strains compared to a phenotypic assay. Currently available GTT algorithms should be further improved for tropism prediction in HIV-1C. Maraviroc has an in vitro activity against most HIV-1C viruses and could be considered as an alternative regimen in individuals infected with CCR5-tropic HIV-1C viruses.
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Affiliation(s)
- Amare Worku Kalu
- Division of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institute, Stockholm, Sweden.,Department of Microbiology, Immunology and Parasitology, Addis Ababa University, Ethiopia
| | - Nigus Fikrie Telele
- Division of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institute, Stockholm, Sweden.,Department of Microbiology, Immunology and Parasitology, Addis Ababa University, Ethiopia
| | - Shambhu G Aralaguppe
- Division of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institute, Stockholm, Sweden
| | - Solomon Gebre-Selassie
- Department of Microbiology, Immunology and Parasitology, Addis Ababa University, Ethiopia
| | - Daniel Fekade
- Department of Internal Medicine, Addis Ababa University, Ethiopia
| | - Gaetano Marrone
- Division of Infectious Diseases, Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Anders Sonnerborg
- Division of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institute, Stockholm, Sweden.,Division of Infectious Diseases, Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden
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4
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HIV-1 Envelope Glycoproteins Induce the Production of TNF-α and IL-10 in Human Monocytes by Activating Calcium Pathway. Sci Rep 2018; 8:17215. [PMID: 30464243 PMCID: PMC6249280 DOI: 10.1038/s41598-018-35478-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Accepted: 10/30/2018] [Indexed: 12/19/2022] Open
Abstract
Human HIV-1 infection leads inevitably to a chronic hyper-immune-activation. However, the nature of the targeted receptors and the pathways involved remain to be fully elucidated. We demonstrate that X4-tropic gp120 induced the production of TNF-α and IL-10 by monocytes through activation of a cell membrane receptor, distinct from the CD4, CXCR4, and MR receptors. Gp120 failed to stimulate IL-10 and TNF-α production by monocytes in Ca2+ free medium. This failure was total for IL-10 and partial for TNF-α. However, IL-10 and TNF-α production was fully restored following the addition of exogenous calcium. Accordingly, addition of BAPTA-AM and cyclosporine-A, fully and partially inhibited IL-10 and TNF-α respectively. The PKA pathway was crucial for IL-10 production but only partially involved in gp120-induced TNF-α. The PLC pathway was partially and equivalently involved in gp120-induced TNF-α and IL-10. Moreover, the inhibition of PI3K, ERK1/2, p38 MAP-kinases and NF-κB pathways totally abolished the production of both cytokines. In conclusion, this study revealed the crucial calcium signaling pathway triggered by HIV-1 gp120 to control the production of these two cytokines: TNF-α and IL-10. The finding could help in the development of a new therapeutic strategy to alleviate the chronic hyper-immune-activation observed in HIV-1 infected patients.
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5
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Chen I, Huang W, Connor MB, Frantzell A, Cummings V, Beauchamp GG, Griffith S, Fields SD, Scott HM, Shoptaw S, Del Rio C, Magnus M, Mannheimer S, Tieu HV, Wheeler DP, Mayer KH, Koblin BA, Eshleman SH. CXCR4-using HIV variants in a cohort of Black men who have sex with men: HIV Prevention Trials Network 061. HIV CLINICAL TRIALS 2016; 17:158-64. [PMID: 27300696 DOI: 10.1080/15284336.2016.1180771] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
OBJECTIVE To evaluate factors associated with HIV tropism among Black men who have sex with men (MSM) in the United States enrolled in a clinical study (HIV Prevention Trials Network 061). METHODS HIV tropism was analyzed using a phenotypic assay (Trofile assay, Monogram Biosciences). Samples were analyzed from 43 men who were HIV infected at enrollment and reported either exclusive insertive intercourse or exclusive receptive intercourse; samples were also analyzed from 20 men who were HIV uninfected at enrollment and seroconverted during the study. Clonal analysis of individual viral variants was performed for seroconverters who had dual/mixed (DM) viruses. RESULTS DM viruses were detected in samples from 11 (26%) of the 43 HIV-infected men analyzed at the enrollment visit; HIV tropism did not differ between those reporting exclusive insertive vs receptive intercourse. DM viruses were also detected in five (25%) of the 20 seroconverters. DM viruses were associated with lower CD4 cell counts. Seroconverters with DM viruses had dual-tropic viruses only or mixed populations of CCR5- and dual-tropic viruses. CONCLUSIONS DM viruses were frequently detected among Black MSM in this study, including seroconverters. Further studies are needed to understand factors driving transmission and selection of CXCR4- and dual-tropic viruses among Black MSM.
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Affiliation(s)
- Iris Chen
- a Department of Pathology , Johns Hopkins University School of Medicine , Baltimore , MD , USA
| | - Wei Huang
- b Monogram Biosciences , South San Francisco , CA , USA
| | - Matthew B Connor
- c Vaccine and Infectious Disease Division , Fred Hutchinson Cancer Research Center , Seattle , WA , USA
| | | | - Vanessa Cummings
- a Department of Pathology , Johns Hopkins University School of Medicine , Baltimore , MD , USA
| | - Geetha G Beauchamp
- c Vaccine and Infectious Disease Division , Fred Hutchinson Cancer Research Center , Seattle , WA , USA
| | - Sam Griffith
- d Science Facilitation Department , FHI 360 , Durham , NC , USA
| | - Sheldon D Fields
- e Mervyn M. Dymally School of Nursing , Charles R. Drew University of Medicine and Science , Los Angeles , CA , USA
| | - Hyman M Scott
- f Bridge HIV , San Francisco Department of Public Health , San Francisco , CA , USA
| | - Steven Shoptaw
- g Department of Family Medicine , University of California Los Angeles , Los Angeles , CA , USA
| | - Carlos Del Rio
- h Department of Global Health , Emory University Rollins School of Public Health , Atlanta , GA , USA
| | - Manya Magnus
- i Department of Epidemiology and Biostatistics , The George Washington University , Washington , DC , USA
| | - Sharon Mannheimer
- j Department of Medicine, Harlem Hospital , Columbia University Mailman School of Public Health , New York , NY , USA
| | - Hong-Van Tieu
- k Laboratory of Infectious Disease Prevention , Lindsley F. Kimball Research Institute, New York Blood Center , New York , NY , USA
| | - Darrell P Wheeler
- l School of Social Welfare , University at Albany, State University of New York , Albany , NY , USA
| | - Kenneth H Mayer
- m The Fenway Institute , Fenway Health , Boston , MA , USA.,n Infectious Disease Division , Beth Israel Deaconess Medical Center , Boston , MA , USA.,o Department of Medicine , Harvard Medical School , Boston , MA , USA
| | - Beryl A Koblin
- k Laboratory of Infectious Disease Prevention , Lindsley F. Kimball Research Institute, New York Blood Center , New York , NY , USA
| | - Susan H Eshleman
- a Department of Pathology , Johns Hopkins University School of Medicine , Baltimore , MD , USA
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6
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Pacheco-Martínez E, Figueroa-Medina E, Villarreal C, Cocho G, Medina-Franco JL, Méndez-Lucio O, Huerta L. Statistical correlation of nonconservative substitutions of HIV gp41 variable amino acid residues with the R5X4 HIV-1 phenotype. Virol J 2016; 13:28. [PMID: 26879054 PMCID: PMC4754869 DOI: 10.1186/s12985-016-0486-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2015] [Accepted: 02/09/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The interaction of the envelope glycoprotein of HIV-1 (gp120/gp41) with coreceptor molecules has important implications for specific cellular targeting and pathogenesis. Experimental and theoretical evidences have shown a role for gp41 in coreceptor tropism, although there is no consensus about the positions involved. Here we analyze the association of physicochemical properties of gp41 amino acid residues with viral tropism (X4, R5, and R5X4) using a large set of HIV-1 sequences. Under the assumption that conserved regions define the complex structural features essential for protein function, we focused our search only on amino acids in the gp41 variable regions. METHODS Gp41 amino acid sequences of 2823 HIV-1 strains from all clades with known coreceptor tropism were retrieved from Los Alamos HIV Database. Consensus sequences were constructed for homologous sequences (those obtained from the same patient and having the same tropism) in order to avoid bias due to sequence overrepresentation, and the variability (entropy) per site was determined. Comparisons of hydropathy index (HI) and charge (Q) of amino acid residues at highly variable positions between coreceptor groups were performed using two non-parametrical tests and Benjamini-Hochberg correction. Pearson's correlation analysis was performed to determine covariance of HI and Q values. RESULTS Calculation of variability per site rendered 58 highly variable amino acid positions. Of these, statistical analysis rendered significantly different HI or Q only for the R5 vs. R5X4 comparison at twelve positions: 535, 602, 619, 636, 640, 641, 658, 662, 667, 723, 756 and 841. The largest differences in particular amino acid frequencies between coreceptor groups were found at 619, 636, 640, 641, 662, 723 and 756. A hydrophobic tendency of residues 619, 640, 641, 723 and 756, along with a hydrophilic/charged tendency at residues 636 and 662 was observed in R5X4 with respect to R5 sequences. HI of position 640 covariated with that of 602, 619, 636, 662, and 756. CONCLUSIONS Variability and significant correlations of physicochemical properties with viral phenotype suggest that substitutions at residues in the loop (602 and 619), the HR2 (636, 640, 641, 662), and the C-terminal tail (723, 756) of gp41 may contribute to phenotype of R5X4 strains.
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Affiliation(s)
- Elena Pacheco-Martínez
- Programa de Maestría y Doctorado en Ciencias Bioquímicas, Universidad Nacional Autónoma de México, Ciudad Universitaria, Distrito Federal, 04510, México
| | - Evangelina Figueroa-Medina
- Unidad de Radio Oncología, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Secretaría de Salud, Avenida Vasco de Quiroga No.15, ᅟDistrito Federal, 14080, México
| | - Carlos Villarreal
- Departmento de Física Teórica, Instituto de Física, Universidad Nacional Autónoma de México, Ciudad Universitaria, ᅟDistrito Federal, 04510, México.,Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Ciudad Univesitaria, ᅟDistrito Federal, 04510, México
| | - Germinal Cocho
- Departmento de Sistemas Complejos, Instituto de Física, Universidad Nacional Autónoma de México, Ciudad Universitaria, ᅟDistrito Federal, 04510, México.,Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Ciudad Univesitaria, ᅟDistrito Federal, 04510, México
| | - José L Medina-Franco
- Departmento de Farmacia, Facultad de Química, Universidad Nacional Autónoma de México, Ciudad Universitaria, ᅟDistrito Federal, 04510, México
| | - Oscar Méndez-Lucio
- Departmento de Farmacia, Facultad de Química, Universidad Nacional Autónoma de México, Ciudad Universitaria, ᅟDistrito Federal, 04510, México
| | - Leonor Huerta
- Departmento de Immunología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Ciudad Universitaria, 04510, Distrito Federal, México.
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7
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Woollard SM, Kanmogne GD. Maraviroc: a review of its use in HIV infection and beyond. DRUG DESIGN DEVELOPMENT AND THERAPY 2015; 9:5447-68. [PMID: 26491256 PMCID: PMC4598208 DOI: 10.2147/dddt.s90580] [Citation(s) in RCA: 84] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The human immunodeficiency virus-1 (HIV-1) enters target cells by binding its envelope glycoprotein gp120 to the CD4 receptor and/or coreceptors such as C-C chemokine receptor type 5 (CCR5; R5) and C-X-C chemokine receptor type 4 (CXCR4; X4), and R5-tropic viruses predominate during the early stages of infection. CCR5 antagonists bind to CCR5 to prevent viral entry. Maraviroc (MVC) is the only CCR5 antagonist currently approved by the United States Food and Drug Administration, the European Commission, Health Canada, and several other countries for the treatment of patients infected with R5-tropic HIV-1. MVC has been shown to be effective at inhibiting HIV-1 entry into cells and is well tolerated. With expanding MVC use by HIV-1-infected humans, different clinical outcomes post-approval have been observed with MVC monotherapy or combination therapy with other antiretroviral drugs, with MVC use in humans infected with dual-R5- and X4-tropic HIV-1, infected with different HIV-1 genotype or infected with HIV-2. This review discuss the role of CCR5 in HIV-1 infection, the development of the CCR5 antagonist MVC, its pharmacokinetics, pharmacodynamics, drug–drug interactions, and the implications of these interactions on treatment outcomes, including viral mutations and drug resistance, and the mechanisms associated with the development of resistance to MVC. This review also discusses available studies investigating the use of MVC in the treatment of other diseases such as cancer, graft-versus-host disease, and inflammatory diseases.
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Affiliation(s)
- Shawna M Woollard
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, USA
| | - Georgette D Kanmogne
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, USA
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8
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Cavarelli M, Mainetti L, Pignataro AR, Bigoloni A, Tolazzi M, Galli A, Nozza S, Castagna A, Sampaolo M, Boeri E, Scarlatti G. Complexity and dynamics of HIV-1 chemokine receptor usage in a multidrug-resistant adolescent. AIDS Res Hum Retroviruses 2014; 30:1243-50. [PMID: 25275490 DOI: 10.1089/aid.2014.0124] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Maraviroc (MVC) is licensed in clinical practice for patients with R5 virus and virological failure; however, in anecdotal reports, dual/mixed viruses were also inhibited. We retrospectively evaluated the evolution of HIV-1 coreceptor tropism in plasma and peripheral blood mononuclear cells (PBMCs) of an infected adolescent with a CCR5/CXCR4 Trofile profile who experienced an important but temporary immunological and virological response during a 16-month period of MVC-based therapy. Coreceptor usage of biological viral clones isolated from PBMCs was investigated in U87.CD4 cells expressing wild-type or chimeric CCR5 and CXCR4. Plasma and PBMC-derived viral clones were sequenced to predict coreceptor tropism using the geno2pheno algorithm from the V3 envelope sequence and pol gene-resistant mutations. From start to 8.5 months of MVC treatment only R5X4 viral clones were observed, whereas at 16 months the phenotype enlarged to also include R5 and X4 clones. Chimeric receptor usage suggested the preferential usage of the CXCR4 coreceptor by the R5X4 biological clones. According to phenotypic data, R5 viruses were susceptible, whereas R5X4 and X4 viruses were resistant to RANTES and MVC in vitro. Clones at 16 months, but not at baseline, showed an amino acidic resistance pattern in protease and reverse transcription genes, which, however, did not drive their tropisms. The geno2pheno algorithm predicted at baseline R5 viruses in plasma, and from 5.5 months throughout follow-up only CXCR4-using viruses. An extended methodological approach is needed to unravel the complexity of the phenotype and variation of viruses resident in the different compartments of an infected individual. The accurate evaluation of the proportion of residual R5 viruses may guide therapeutic intervention in highly experienced patients with limited therapeutic options.
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Affiliation(s)
- Mariangela Cavarelli
- Viral Evolution and Transmission Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Lara Mainetti
- Viral Evolution and Transmission Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Angela Rosa Pignataro
- Laboratory of Microbiology and Virology, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Università Vita Salute San Raffaele, Milan, Italy
| | - Alba Bigoloni
- Vaccine and Immunotherapy Research Center, Department of Infectious and Tropical Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Monica Tolazzi
- Viral Evolution and Transmission Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Andrea Galli
- Vaccine and Immunotherapy Research Center, Department of Infectious and Tropical Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Silvia Nozza
- Vaccine and Immunotherapy Research Center, Department of Infectious and Tropical Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Antonella Castagna
- Vaccine and Immunotherapy Research Center, Department of Infectious and Tropical Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Michela Sampaolo
- Laboratory of Microbiology and Virology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Enzo Boeri
- Laboratory of Microbiology and Virology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Gabriella Scarlatti
- Viral Evolution and Transmission Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
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9
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Montagna C, De Crignis E, Bon I, Re MC, Mezzaroma I, Turriziani O, Graziosi C, Antonelli G. V3 net charge: additional tool in HIV-1 tropism prediction. AIDS Res Hum Retroviruses 2014; 30:1203-12. [PMID: 25322170 DOI: 10.1089/aid.2014.0006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Genotype-based algorithms are valuable tools for the identification of patients eligible for CCR5 inhibitors administration in clinical practice. Among the available methods, geno2pheno[coreceptor] (G2P) is the most used online tool for tropism prediction. This study was conceived to assess if the combination of G2P prediction with V3 peptide net charge (NC) value could improve the accuracy of tropism prediction. A total of 172 V3 bulk sequences from 143 patients were analyzed by G2P and NC values. A phenotypic assay was performed by cloning the complete env gene and tropism determination was assessed on U87_CCR5(+)/CXCR4(+) cells. Sequences were stratified according to the agreement between NC values and G2P results. Of sequences predicted as X4 by G2P, 61% showed NC values higher than 5; similarly, 76% of sequences predicted as R5 by G2P had NC values below 4. Sequences with NC values between 4 and 5 were associated with different G2P predictions: 65% of samples were predicted as R5-tropic and 35% of sequences as X4-tropic. Sequences identified as X4 by NC value had at least one positive residue at positions known to be involved in tropism prediction and positive residues in position 32. These data supported the hypothesis that NC values between 4 and 5 could be associated with the presence of dual/mixed-tropic (DM) variants. The phenotypic assay performed on a subset of sequences confirmed the tropism prediction for concordant sequences and showed that NC values between 4 and 5 are associated with DM tropism. These results suggest that the combination of G2P and NC could increase the accuracy of tropism prediction. A more reliable identification of X4 variants would be useful for better selecting candidates for Maraviroc (MVC) administration, but also as a predictive marker in coreceptor switching, strongly associated with the phase of infection.
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Affiliation(s)
- Claudia Montagna
- Virology Section, Department of Molecular Medicine, Sapienza University, Rome, Italy
| | - Elisa De Crignis
- Division of Immunology and Allergy, Department of Medicine, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Isabella Bon
- Microbiology Section, Department of Experimental, Diagnostic and Specialty Medicine, School of Medicine, University of Bologna, Bologna, Italy
| | - Maria Carla Re
- Microbiology Section, Department of Experimental, Diagnostic and Specialty Medicine, School of Medicine, University of Bologna, Bologna, Italy
| | - Ivano Mezzaroma
- Department of Clinical Medicine, Sapienza University, Rome, Italy
| | - Ombretta Turriziani
- Virology Section, Department of Molecular Medicine, Sapienza University, Rome, Italy
| | - Cecilia Graziosi
- Division of Immunology and Allergy, Department of Medicine, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Guido Antonelli
- Virology Section, Department of Molecular Medicine, Sapienza University, Rome, Italy
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10
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Surdo M, Alteri C, Puertas MC, Saccomandi P, Parrotta L, Swenson L, Chapman D, Costa G, Artese A, Balestra E, Aquaro S, Alcaro S, Lewis M, Clotet B, Harrigan R, Valdez H, Svicher V, Perno CF, Martinez-Picado J, Ceccherini-Silberstein F. Effect of maraviroc on non-R5 tropic HIV-1: refined analysis of subjects from the phase IIb study A4001029. Clin Microbiol Infect 2014; 21:103.e1-6. [PMID: 25636934 DOI: 10.1016/j.cmi.2014.08.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2014] [Revised: 07/31/2014] [Accepted: 08/29/2014] [Indexed: 12/26/2022]
Abstract
We characterized maraviroc susceptibility of dual/mixed tropic viruses from subjects enrolled onto phase IIb study A4001029. Maraviroc baseline plasma samples from 13 multidrug-experienced subjects were sequenced and the HIV-1-env gene cloned into pNL4.3Δenv to obtain recombinant viruses. The V3 region was sequenced by the Sanger method and ultradeep sequencing. By analysing subjects having a weighted optimized background therapy susceptibility (wOBT) score of <1, 3/7 subjects were characterized by good in vivo and in vitro response to maraviroc therapy. Molecular docking simulations allowed us to rationalize the maraviroc susceptibility of dual/mixed tropic viruses. A subset of subjects with dual/mixed tropic viruses responded to maraviroc. Further investigations are warranted of CCR5 antagonists in subjects carrying dual/mixed tropic virus that explore the feasible use of maraviroc in subjects that is potentially larger than those infected with a pure R5 virus.
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Affiliation(s)
- M Surdo
- Department of Experimental Medicine and Surgery, University of Rome Tor Vergata, Rome, Italy
| | - C Alteri
- Department of Experimental Medicine and Surgery, University of Rome Tor Vergata, Rome, Italy
| | - M C Puertas
- Institut de Recerca de la SIDA irsiCaixa, Hospital Universitari 'Germans Trias i Pujol', Badalona, Universitat Autònoma de Barcelona (UAB), Catalonia, Spain
| | - P Saccomandi
- Department of Experimental Medicine and Surgery, University of Rome Tor Vergata, Rome, Italy
| | - L Parrotta
- Department of Pharmacobiological Sciences, University of Catanzaro 'Magna Græcia', Catanzaro, Italy
| | - L Swenson
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | | | - G Costa
- Department of Pharmacobiological Sciences, University of Catanzaro 'Magna Græcia', Catanzaro, Italy
| | - A Artese
- Department of Pharmacobiological Sciences, University of Catanzaro 'Magna Græcia', Catanzaro, Italy
| | - E Balestra
- Department of Experimental Medicine and Surgery, University of Rome Tor Vergata, Rome, Italy
| | - S Aquaro
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, Rende, Italy
| | - S Alcaro
- Department of Pharmacobiological Sciences, University of Catanzaro 'Magna Græcia', Catanzaro, Italy
| | | | - B Clotet
- Institut de Recerca de la SIDA irsiCaixa, Hospital Universitari 'Germans Trias i Pujol', Badalona, Universitat Autònoma de Barcelona (UAB), Catalonia, Spain; Universitat de Vic (UVic), Catalonia, Spain
| | - R Harrigan
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | | | - V Svicher
- Department of Experimental Medicine and Surgery, University of Rome Tor Vergata, Rome, Italy
| | - C F Perno
- Department of Experimental Medicine and Surgery, University of Rome Tor Vergata, Rome, Italy
| | - J Martinez-Picado
- Institut de Recerca de la SIDA irsiCaixa, Hospital Universitari 'Germans Trias i Pujol', Badalona, Universitat Autònoma de Barcelona (UAB), Catalonia, Spain; Universitat de Vic (UVic), Catalonia, Spain; Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
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11
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van Lelyveld SFL, Wensing AMJ, Hoepelman AIM. The MOTIVATE trials: maraviroc therapy in antiretroviral treatment-experienced HIV-1-infected patients. Expert Rev Anti Infect Ther 2014; 10:1241-7. [DOI: 10.1586/eri.12.114] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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12
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Inhibition of dual/mixed tropic HIV-1 isolates by CCR5-inhibitors in primary lymphocytes and macrophages. PLoS One 2013; 8:e68076. [PMID: 23874501 PMCID: PMC3706609 DOI: 10.1371/journal.pone.0068076] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2012] [Accepted: 05/25/2013] [Indexed: 11/21/2022] Open
Abstract
Background Dual/mixed-tropic HIV-1 strains are predominant in a significant proportion of patients, though little information is available regarding their replication-capacity and susceptibility against CCR5-antagonists in-vitro. The aim of the study was to analyze the replication-capacity and susceptibility to maraviroc of HIV-1 clinical isolates with different tropism characteristics in primary monocyte-derived-macrophages (MDM), peripheral-blood-mononuclear-cells (PBMC), and CD4+T-lymphocytes. Methods Twenty-three HIV-1 isolates were phenotipically and genotipically characterized as R5, X4 or dual (discriminated as R5+/X4, R5/X4, R5/X4+). Phenotypic-tropism was evaluated by multiple-cycles-assay on U87MG-CD4+-CCR5+−/CXCR4+-expressing cells. Genotypic-tropism prediction was obtained using Geno2Pheno-algorithm (false-positive-rate [FPR] = 10%). Replication-capacity and susceptibility to maraviroc were investigated in human-primary MDM, PBMC and CD4+T-cells. AMD3100 was used as CXCR4-inhibitor. Infectivity of R5/Dual/X4-viruses in presence/absence of maraviroc was assessed also by total HIV-DNA, quantified by real-time polymerase-chain-reaction. Results Among 23 HIV-1 clinical isolates, phenotypic-tropism-assay distinguished 4, 17 and 2 viruses with R5-tropic, dual/mixed-, and X4-tropic characteristics, respectively. Overall, viruses defined as R5+/X4-tropic were found with the highest prevalence (10/23, 43.5%). The majority of isolates efficiently replicated in both PBMC and CD4+T-cells, regardless of their tropism, while MDM mainly sustained replication of R5- or R5+/X4-tropic isolates; strong correlation between viral-replication and genotypic-FPR-values was observed in MDM (rho = 0.710;p-value = 1.4e-4). In all primary cells, maraviroc inhibited viral-replication of isolates not only with pure R5- but also with dual/mixed tropism (mainly R5+/X4 and, to a lesser extent R5/X4 and R5/X4+). Finally, no main differences by comparing the total HIV-DNA with the p24-production in presence/absence of maraviroc were found. Conclusions Maraviroc is effective in-vitro against viruses with dual-characteristics in both MDM and lymphocytes, despite the potential X4-mediated escape. This suggests that the concept of HIV-entry through one of the two coreceptors “separately” may require revision, and that the use of CCR5-antagonists in patients with dual/mixed-tropic viruses may be a therapeutic-option that deserves further investigations in different clinical settings.
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Bon I, Clò A, Borderi M, Colangeli V, Calza L, Morini S, Miserocchi A, Cricca M, Gibellini D, Re MC. Prevalence of R5 strains in multi-treated HIV subjects and impact of new regimens including maraviroc in a selected group of patients with CCR5-tropic HIV-1 infection. Int J Infect Dis 2013; 17:e875-82. [PMID: 23597487 DOI: 10.1016/j.ijid.2013.02.020] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2012] [Revised: 01/21/2013] [Accepted: 02/19/2013] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVES Maraviroc currently represents an important antiretroviral drug for multi-experienced and viremic HIV patients. This study focused on two main points: (1) determining the prevalence of R5 and X4 HIV strains in antiretroviral-experienced patients using two main tests currently in use to determine viral tropism, and (2) the follow-up to 3 years of a limited number of patients who started a new antiretroviral protocol including maraviroc. METHODS A group of 56 HIV patients, previously multi-treated, were first analyzed by genotyping assay and Trofile™ to establish their eligibility for maraviroc treatment. In addition, 25 subjects selected to follow a new therapeutic protocol including a CCR5 antagonist were monitored by HIV RNA viral load and CD4+ cell count. RESULTS The determination of viral tropism showed a large percentage of patients with an R5 profile (72% by genotyping assay and 74% by Trofile). The follow-up of most (21 out 25) patients who started the new antiretroviral protocol showed an undetectable viral load throughout the observation period, accompanied by a major improvement in CD4 cell count (cells/mm(3)) (baseline: median CD4 cell count 365, interquartile range (IQR) 204-511; 12 months: median value 501, IQR 349-677, p=0.042; 24 months: median value 503, IQR 386-678, p=0.026; 36 months: median value 601, IQR 517-717, p=0.001). Among the four non-responder subjects, two showed a lack of drug compliance and two switched from R5 to X4. CONCLUSION Although our patient cohort was small, the results showed a high prevalence of R5 viral strains in multi-experienced patients. As well as showing the advantages of genotyping, which can be performed in plasma samples with low viral load replication, the follow-up of HIV patients selected for an alternative drug protocol, including a CCR5 antagonist, showed a persistent undetectable viral replication and a good recovery of CD4 cell count in most treated HIV patients.
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Affiliation(s)
- Isabella Bon
- Department of Experimental, Diagnostic and Specialty Medicine, School of Medicine, University of Bologna, Via Massarenti 9, 40138 Bologna, Italy
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14
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Svicher V, Cento V, Rozera G, Abbate I, Santoro MM, Armenia D, Fabeni L, Bruselles A, Latini A, Palamara G, Micheli V, Rizzardini G, Gori C, Forbici F, Ippolito G, Andreoni M, Antinori A, Ceccherini-Silberstein F, Capobianchi MR, Perno CF. The genotypic false positive rate determined by V3 population sequencing can predict the burden of HIV-1 CXCR4-using species detected by pyrosequencing. PLoS One 2013; 8:e53603. [PMID: 23341955 PMCID: PMC3544916 DOI: 10.1371/journal.pone.0053603] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2012] [Accepted: 11/30/2012] [Indexed: 01/04/2023] Open
Abstract
Objective The false-positive rate (FPR) is a percentage-score provided by Geno2Pheno-algorithm indicating the likelihood that a V3-sequence is falsely predicted as CXCR4-using. We evaluated the correlation between FPR obtained by V3 population-sequencing and the burden of CXCR4-using variants detected by V3 ultra-deep sequencing (UDPS) and Enhanced-Sensitivity Trofile assay (ESTA). Methods 54 HIV-1 B-subtype infected-patients (all maraviroc-naïve), with viremia >10,000copies/ml, were analyzed. HIV-tropism was assessed by V3 population-sequencing, UDPS (considering variants with >0.5% prevalence), and ESTA. Results By UDPS, CCR5-using variants were detected in 53/54 patients, irrespective of FPR values, and their intra-patient prevalence progressively increased by increasing the FPR obtained by V3 population-sequencing (rho = 0.75, p = 5.0e-8). Conversely, the intra-patient prevalence of CXCR4-using variants in the 54 patients analyzed progressively decreased by increasing the FPR (rho = −0.61; p = 9.3e-6). Indeed, no CXCR4-using variants were detected in 13/13 patients with FPR>60. They were present in 7/18 (38.8%) patients with FPR 20–60 (intra-patient prevalence range: 2.1%–18.4%), in 5/7 (71.4%) with FPR 10–20, in 4/6 (66.7%) with FPR 5–10, and in 10/10(100%) with FPR<5 (intra-patient prevalence range: 12.1%–98.1%). Conclusions FPR by V3 population-sequencing can predict the burden of CXCR4-using variants. This information can be used to optimize the management of tropism determination in clinical practice. Due to its low cost and short turnaround time, V3 population-sequencing may represent the most feasible test for HIV-1 tropism determination. More sensitive methodologies (as UDPS) might be useful when V3 population-sequencing provides a FPR >20 (particularly in the range 20–60), allowing a more careful identification of patients harboring CXCR4-using variants.
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Affiliation(s)
- Valentina Svicher
- Department of Experimental Medicine and Surgery, University of Tor Vergata Rome, Italy
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15
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Chen M, Svicher V, Artese A, Costa G, Alteri C, Ortuso F, Parrotta L, Liu Y, Liu C, Perno CF, Alcaro S, Zhang J. Detecting and understanding genetic and structural features in HIV-1 B subtype V3 underlying HIV-1 co-receptor usage. ACTA ACUST UNITED AC 2013; 29:451-60. [PMID: 23297034 DOI: 10.1093/bioinformatics/btt002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
MOTIVATION To define V3 genetic elements and structural features underlying different HIV-1 co-receptor usage in vivo. RESULTS By probabilistically modeling mutations in the viruses isolated from HIV-1 B subtype patients, we present a unique statistical procedure that would first identify V3 determinants associated with the usage of different co-receptors cooperatively or independently, and then delineate the complicated interactions among mutations functioning cooperatively. We built a model based on dual usage of CXCR4 and CCR5 co-receptors. The molecular basis of our statistical predictions is further confirmed by phenotypic and molecular modeling analyses. Our results provide new insights on molecular basis of different HIV-1 co-receptor usage. This is critical to optimize the use of genotypic tropism testing in clinical practice and to obtain molecular-implication for design of vaccine and new entry-inhibitors.
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Affiliation(s)
- Mengjie Chen
- Program of Computational Biology and Bioinformatics, Yale University, New Haven, CT 06520, USA
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Beerenwinkel N, Günthard HF, Roth V, Metzner KJ. Challenges and opportunities in estimating viral genetic diversity from next-generation sequencing data. Front Microbiol 2012; 3:329. [PMID: 22973268 PMCID: PMC3438994 DOI: 10.3389/fmicb.2012.00329] [Citation(s) in RCA: 163] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2012] [Accepted: 08/24/2012] [Indexed: 12/17/2022] Open
Abstract
Many viruses, including the clinically relevant RNA viruses HIV (human immunodeficiency virus) and HCV (hepatitis C virus), exist in large populations and display high genetic heterogeneity within and between infected hosts. Assessing intra-patient viral genetic diversity is essential for understanding the evolutionary dynamics of viruses, for designing effective vaccines, and for the success of antiviral therapy. Next-generation sequencing (NGS) technologies allow the rapid and cost-effective acquisition of thousands to millions of short DNA sequences from a single sample. However, this approach entails several challenges in experimental design and computational data analysis. Here, we review the entire process of inferring viral diversity from sample collection to computing measures of genetic diversity. We discuss sample preparation, including reverse transcription and amplification, and the effect of experimental conditions on diversity estimates due to in vitro base substitutions, insertions, deletions, and recombination. The use of different NGS platforms and their sequencing error profiles are compared in the context of various applications of diversity estimation, ranging from the detection of single nucleotide variants (SNVs) to the reconstruction of whole-genome haplotypes. We describe the statistical and computational challenges arising from these technical artifacts, and we review existing approaches, including available software, for their solution. Finally, we discuss open problems, and highlight successful biomedical applications and potential future clinical use of NGS to estimate viral diversity.
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Affiliation(s)
- Niko Beerenwinkel
- Department of Biosystems Science and Engineering, ETH ZurichBasel, Switzerland
- Swiss Institute of BioinformaticsBasel, Switzerland
| | - Huldrych F. Günthard
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of ZurichZurich, Switzerland
| | - Volker Roth
- Department of Mathematics and Computer Science, University of BaselBasel, Switzerland
| | - Karin J. Metzner
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of ZurichZurich, Switzerland
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Savkovic B, Symonds G, Murray JM. Stochastic model of in-vivo X4 emergence during HIV infection: implications for the CCR5 inhibitor maraviroc. PLoS One 2012; 7:e38755. [PMID: 22866173 PMCID: PMC3398969 DOI: 10.1371/journal.pone.0038755] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2012] [Accepted: 05/11/2012] [Indexed: 12/30/2022] Open
Abstract
The emergence of X4 tropic viral strains throughout the course of HIV infection is associated with poorer prognostic outcomes and faster progressions to AIDS than for patients in whom R5 viral strains predominate. Here we investigate a stochastic model to account for the emergence of X4 virus via mutational intermediates of lower fitness that exhibit dual/mixed (D/M) tropism, and employ the model to investigate whether the administration of CCR5 blockers in-vivo is likely to promote a shift towards X4 tropism. We show that the proposed stochastic model can account for X4 emergence with a median time of approximately 4 years post-infection as a result of: 1.) random stochastic mutations in the V3 region of env during the reverse transcription step of infection; 2.) increasing numbers of CXCR4-expressing activated naive CD4+ T cells with declining total CD4+ T cell counts, thereby providing increased numbers of activated target cells for productive infection by X4 virus. Our model indicates that administration of the CCR5 blocker maraviroc does not promote a shift towards X4 tropism, assuming sufficient efficacy of background therapy (BT). However our modelling also indicates that administration of maraviroc as a monotherapy or with BT of suboptimal efficacy can promote emergence of X4 tropic virus, resulting in accelerated progression to AIDS. Taken together, our results demonstrate that maraviroc is safe and effective if co-administered with sufficiently potent BT, but that suboptimal BT may promote X4 emergence and accelerated progression to AIDS. These results underscore the clinical importance for careful selection of BT when CCR5 blockers are administered in-vivo.
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Affiliation(s)
- Borislav Savkovic
- School of Mathematics and Statistics, University of New South Wales, Sydney, Australia.
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Zhang Y, Arnatt CK, Zhang F, Wang J, Haney KM, Fang X. The potential role of anibamine, a natural product CCR5 antagonist, and its analogues as leads toward development of anti-ovarian cancer agents. Bioorg Med Chem Lett 2012; 22:5093-7. [PMID: 22770928 DOI: 10.1016/j.bmcl.2012.05.127] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2012] [Revised: 05/22/2012] [Accepted: 05/29/2012] [Indexed: 01/17/2023]
Abstract
Chemokines and their receptors play important roles in the development of primary tumors and their metastases. Particularly CC chemokine receptor 5 (CCR5) and its ligand CC chemokine ligand 5 (CCL5/RANTES) seem to be critical in proliferation and invasion of ovarian cancer, the leading cause of death from gynecological malignancies in the United States. Anibamine, the first natural product CCR5 antagonist, and its analogues were examined for their effects on proliferation of the OVCAR-3 ovarian cancer cells in order to validate their candidacy as leads to develop novel anti-ovarian cancer agents. Acting as CCR5 antagonists, anibamine and its analogues significantly suppressed CCL5-induced intracellular Ca(2+) flux. The compounds also inhibited the proliferation of OVCAR-3 at micromolar to submicromolar range. Moreover, anibamine and several analogues did not show significant cytotoxicity in NIH 3T3 cells at concentrations up to 20μM. Based on these results, anibamine and one of its synthetic analogues were defined as potential leads to develop novel agents against ovarian cancer.
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Affiliation(s)
- Yan Zhang
- Department of Medicinal Chemistry, Virginia Commonwealth University, Richmond, VA 23298, USA.
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Trabaud MA, Icard V, Scholtes C, Perpoint T, Koffi J, Cotte L, Makhloufi D, Tardy JC, André P. Discordance in HIV-1 co-receptor use prediction by different genotypic algorithms and phenotype assay: intermediate profile in relation to concordant predictions. J Med Virol 2012; 84:402-13. [PMID: 22246825 DOI: 10.1002/jmv.23209] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Concordant and discordant genotypic predictions of HIV-1 co-receptor tropism were analyzed. V3 region was sequenced from plasma samples of patients screened for R5 tropism by the Trofile® assay, before CCR5 antagonist prescription. Ten tools including geno2pheno, PSSM, an "11/25" and "net charge" rule, and other published algorithms were used. Patients were grouped according to concordance or discordance between tools and Trofile® result. Trofile® tropism reports from 50 patient samples were R5 in 38 and Dual/Mixed (DM) in 12. Prediction with the genotypic tools were concordant for 23 R5 samples, and discordant for the 15 other ones. From Trofile® DM strains were concordant in 6 and discordant in 6. V3 sequences were not clearly distinct between R5 and DM strains, except a greater diversity in the later. Discordances were found with any tool or combination of them, so that no one can be proposed as better than the others. Predictive values of each algorithm were similar and rather good (efficacy ranged from 74% to 84%), but the rate of non-confirmed prediction is greater when compelling the results of all tools with each individual sample. The mean of quantitative values obtained with one tool when another tool give the opposite prediction were different from those obtained when all tools agree with that prediction. The two discordant groups were often not distinguishable from each other. These results suggest that viruses giving discordant prediction with bioinformatic tools could be functionally distinct and/or in a different evolutionary state compared to those with concordant prediction.
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Affiliation(s)
- Mary-Anne Trabaud
- Laboratory of Virology, Hôpital de la Croix Rousse, Hospices Civils de Lyon, Lyon, France.
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Santoro MM, Armenia D, Fabeni L, Santoro M, Gori C, Forbici F, Svicher V, Bertoli A, Dori L, Surdo M, Balestra E, Palamara G, Girardi E, Angarano G, Andreoni M, Narciso P, Antinori A, Ceccherini-Silberstein F, Perno CF. The lowest X4 Geno2Pheno false-positive rate is associated with greater CD4 depletion in HIV-1 infected patients. Clin Microbiol Infect 2012; 18:E289-98. [PMID: 22681969 DOI: 10.1111/j.1469-0691.2012.03905.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Through this study we evaluated whether the HIV-1 tropism determined by genotypic analysis correlates with HIV-1 markers, such as CD4 cell count and plasma HIV-RNA. The analysis was performed on 1221 HIV-1 B-subtype infected patients with an available V3 sequence (all maraviroc naive). Of them, 532 were antiretroviral therapy (ART) naive and 689 ART experienced. Tropism determination was performed by using the geno2pheno (co-receptor) algorithm set at a false-positive rate (FPR) of 10% and 2%. Potential associations of FPR with CD4 cell count and viraemia were evaluated. Association of V3 mutations with genotypic-determined tropism was also evaluated according to different FPR ranges. About 26% of patients (either ART naive or ART experienced) were infected by X4-tropic viruses (using the classical 10% FPR cut-off). However, a significantly lower proportion of ART-naive patients had FPR ≤ 2% in comparison with ART-experienced patients (4.9% vs. 12.6%, respectively, p <0.001). The risk of advanced HIV-1 infection (with CD4 cell count ≤ 200 cells/mm(3)) was significantly greater in X4-infected patients, either ART-naive (OR (95% CI)), 4.2 (1.8-9.2); p 0.0006) or ART-experienced (2.3 (1.4-3.6); p 0.0003), with FPR set at 2% (but not at 10%). This finding was confirmed by multivariable logistic analysis. No relationship was found between viraemia and FPR ≤2%. Some X4-related mutations were significantly associated with FPR ≤2% (ART-naive patients, S11R, Y21V, G24K and G24R, p ≤0.001; ART-experienced patients, Y7K, S11R, H13Y, p ≤0.002). In conclusion, these findings show that within the context of genotypically-assessed CXCR4 tropism, FPR ≤2% defines (far better than 10%-FPR) a viral population associated with low CD4 rank, with potentially greater cytopathic effect, and with more advanced disease.
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Abstract
Evolution of RNA viruses occurs through disequilibria of collections of closely related mutant spectra or mutant clouds termed viral quasispecies. Here we review the origin of the quasispecies concept and some biological implications of quasispecies dynamics. Two main aspects are addressed: (i) mutant clouds as reservoirs of phenotypic variants for virus adaptability and (ii) the internal interactions that are established within mutant spectra that render a virus ensemble the unit of selection. The understanding of viruses as quasispecies has led to new antiviral designs, such as lethal mutagenesis, whose aim is to drive viruses toward low fitness values with limited chances of fitness recovery. The impact of quasispecies for three salient human pathogens, human immunodeficiency virus and the hepatitis B and C viruses, is reviewed, with emphasis on antiviral treatment strategies. Finally, extensions of quasispecies to nonviral systems are briefly mentioned to emphasize the broad applicability of quasispecies theory.
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Affiliation(s)
- Esteban Domingo
- Centro de Biología Molecular Severo Ochoa (CSIC-UAM), C/ Nicolás Cabrera, Universidad Autónoma de Madrid, Cantoblanco, Madrid, Spain.
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Wasmuth JC, Rockstroh JK, Hardy WD. Drug safety evaluation of maraviroc for the treatment of HIV infection. Expert Opin Drug Saf 2011; 11:161-74. [PMID: 22118500 DOI: 10.1517/14740338.2012.640670] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
INTRODUCTION Maraviroc is the only C-chemokine receptor 5 (CCR5) antagonist approved for the treatment of infection with HIV. This article reviews the safety and efficacy of maraviroc in the treatment of HIV infection. AREAS COVERED The PubMed database was searched using the keywords 'maraviroc' and 'HIV'. In addition, conference proceedings from CROI, IAS and EACS meetings were searched for maraviroc clinical trials. The PubMed search revealed one Phase IIb - III clinical trial in treatment-naive HIV(+) patients (MERIT) and three Phase IIb - III randomized clinical trials (RCTs) in treatment-experienced patients (MOTIVATE 1 and 2, A4001029). All RCTs showed an excellent safety profile for maraviroc in the treatment of HIV-1 infection. However, long-term (> 3 years) safety data generated on maraviroc therapy are still scarce. Based on the findings from RCTs so far, no relevant toxicities and co-morbidities such as coronary heart disease or hepatotoxicity have been described. The overall CD4(+) cell count increase resulting from a maraviroc-containing regimen appears to be higher than those seen with other antiretroviral regimens. However, the significance remains controversial. To date, maraviroc has shown a potent and durable virological efficacy profile for the treatment of HIV-1 infection. The only use of maraviroc depends on pretreatment testing for CCR5 tropism. EXPERT OPINION Maraviroc is a generally safe and well-tolerated medication for the treatment of HIV-1 infection with a unique mechanism of action. Long-term (i.e., > 5 years) risks are not known and have to be carefully monitored.
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Affiliation(s)
- Jan-Christian Wasmuth
- Universitätsklinikum Bonn, Medical Department I, Sigmund-Freud-Str. 25, 53105 Bonn, Germany
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