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Li X, Tamim S, Trovão NS. The emergence and circulation of human immunodeficiency virus (HIV)-1 subtype C. J Med Microbiol 2024; 73. [PMID: 38757423 DOI: 10.1099/jmm.0.001827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2024] Open
Abstract
Introduction. Human immunodeficiency virus (HIV)-1 subtype C is the most prevalent globally and is thought to have originated in non-human primates in the Democratic Republic of Congo.Hypothesis/Gap Statement. Although the global dominance of HIV-1 subtype C is well established, a thorough understanding of its evolutionary history and transmission dynamics across various risk populations remains elusive. The current knowledge is insufficient to fully capture the global diversification and dissemination of this subtype.Aim. We for the first time sought to investigate the global evolutionary history and spatiotemporal dynamics of HIV-1 subtype C using a selection of maximum-likelihood-based phylodynamic approaches on a total of 1210 near full-length genomic sequences sampled from 32 countries, collected in 4 continents, with sampling dates between 1986-2019 among various risk groups were analysed.Methodology. We subsampled the HIV-1 subtype C genomic datasets based on continent and risk group traits, and performed nucleotide substitution model selection analysis, maximum likelihood (ML) phylogenetic reconstruction, phylogenetic tree topology similarity analysis, temporal signal analysis and traced the timings of viral spread both geographically and by risk group.Results. Based on the phylodynamic analyses of four datasets (full1210, locrisk626, loc562 and risk393), we inferred the time to the most recent common ancestor (TMRCA) in the 1930s and an evolutionary rate of 0.0023 substitutions per site per year. The total number of introduction events of HIV-1 subtype C between continents and between risk groups is estimated to be 71 and 115, respectively. The largest number of introductions occurred from Africa to Europe (n=32), from not-recorded to heterosexual (n=40) and from heterosexual to not-recorded (n=51) risk groups.Conclusion. Our results emphasize that HIV subtype C has mainly spread from Africa to Europe, likely through heterosexual transmission.
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Affiliation(s)
- Xingguang Li
- Guoke Ningbo Life Science and Health Industry Research Institute, Ningbo, 315000, PR China
| | - Sana Tamim
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, Maryland, 20892, USA
| | - Nídia S Trovão
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, Maryland, 20892, USA
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Hu X, Feng Y, Li K, Yu Y, Rashid A, Xing H, Ruan Y, Lu L, Wei M, Shao Y. Unique profile of predominant CCR5-tropic in CRF07_BC HIV-1 infections and discovery of an unusual CXCR4-tropic strain. Front Immunol 2022; 13:911806. [PMID: 36211390 PMCID: PMC9540210 DOI: 10.3389/fimmu.2022.911806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 09/05/2022] [Indexed: 11/30/2022] Open
Abstract
CRF07_BC is one of the most prevalent HIV-1 strains in China, which contributes over one-third of the virus transmissions in the country. In general, CRF07_BC is associated with slower disease progression, while the underlying mechanisms remain unclear. Our study focused on envelope proteins (Env) and its V3 loop which determine viral binding to co-receptors during infection of cells. We studied a large dataset of 3,937 env sequences in China and found that CRF07_BC had a unique profile of predominantly single CCR5 tropism compared with CCR5 and CXCR4 dual tropisms in other HIV-1 subtypes. The percentages of the CXCR4-tropic virus in B (3.7%) and CRF01_AE (10.4%) infection are much higher than that of CRF07_BC (0.1%), which is supported by median false-positive rates (FPRs) of 69.8%, 25.5%, and 13.4% for CRF07_BC, B, and CRF01_AE respectively, with a cutoff FPR for CXCR4-tropic at 2%. In this study, we identified the first pure CXCR4-tropic virus from one CRF07_BC-infected patient with an extremely low CD4+T cell count (7 cells/mm3). Structural analysis found that the V3 region of this virus has the characteristic 7T and 25R and a substitution of conserved “GPGQ” crown motif for “GPGH”. This study provided compelling evidence that CRF07_BC has the ability to evolve into CXCR4 strains. Our study also lay down the groundwork for studies on tropism switch, which were commonly done for other HIV-1 subtypes, for the long-delayed CRF07_BC.
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Affiliation(s)
- Xiaoyan Hu
- School of Medicine, Nankai University, Tianjin, China
| | - Yi Feng
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for Acquired Immune Deficiency Syndrome/Sexually Transmitted Diseases (AIDS/STD) Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Kang Li
- College of Life Sciences, Nankai University, Tianjin, China
| | - Yueyang Yu
- School of Medicine, Nankai University, Tianjin, China
| | - Abdur Rashid
- School of Medicine, Nankai University, Tianjin, China
| | - Hui Xing
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for Acquired Immune Deficiency Syndrome/Sexually Transmitted Diseases (AIDS/STD) Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Yuhua Ruan
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for Acquired Immune Deficiency Syndrome/Sexually Transmitted Diseases (AIDS/STD) Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Lingling Lu
- School of Medicine, Nankai University, Tianjin, China
| | - Min Wei
- School of Medicine, Nankai University, Tianjin, China
- Nankai University Second People’s Hospital, Nankai University, Tianjin, China
- *Correspondence: Min Wei, ; Yiming Shao,
| | - Yiming Shao
- School of Medicine, Nankai University, Tianjin, China
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for Acquired Immune Deficiency Syndrome/Sexually Transmitted Diseases (AIDS/STD) Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
- *Correspondence: Min Wei, ; Yiming Shao,
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Orr-Burks N, Murray J, Todd KV, Bakre A, Tripp RA. Drug repositioning of Clopidogrel or Triamterene to inhibit influenza virus replication in vitro. PLoS One 2021; 16:e0259129. [PMID: 34714852 PMCID: PMC8555795 DOI: 10.1371/journal.pone.0259129] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 10/13/2021] [Indexed: 12/22/2022] Open
Abstract
Influenza viruses cause respiratory tract infections and substantial health concerns. Infection may result in mild to severe respiratory disease associated with morbidity and some mortality. Several anti-influenza drugs are available, but these agents target viral components and are susceptible to drug resistance. There is a need for new antiviral drug strategies that include repurposing of clinically approved drugs. Drugs that target cellular machinery necessary for influenza virus replication can provide a means for inhibiting influenza virus replication. We used RNA interference screening to identify key host cell genes required for influenza replication, and then FDA-approved drugs that could be repurposed for targeting host genes. We examined the effects of Clopidogrel and Triamterene to inhibit A/WSN/33 (EC50 5.84 uM and 31.48 uM, respectively), A/CA/04/09 (EC50 6.432 uM and 3.32 uM, respectively), and B/Yamagata/16/1988 (EC50 0.28 uM and 0.11 uM, respectively) replication. Clopidogrel and Triamterene provide a druggable approach to influenza treatment across multiple strains and subtypes.
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Affiliation(s)
- Nichole Orr-Burks
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States of America
| | - Jackelyn Murray
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States of America
| | - Kyle V. Todd
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States of America
| | - Abhijeet Bakre
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States of America
| | - Ralph A. Tripp
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States of America
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4
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Orr-Burks N, Murray J, Todd KV, Bakre A, Tripp RA. G-Protein-Coupled Receptor and Ion Channel Genes Used by Influenza Virus for Replication. J Virol 2021; 95:e02410-20. [PMID: 33536179 PMCID: PMC8104092 DOI: 10.1128/jvi.02410-20] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 01/24/2021] [Indexed: 02/07/2023] Open
Abstract
Influenza virus causes epidemics and sporadic pandemics resulting in morbidity, mortality, and economic losses. Influenza viruses require host genes to replicate. RNA interference (RNAi) screens can identify host genes coopted by influenza virus for replication. Targeting these proinfluenza genes can provide therapeutic strategies to reduce virus replication. Nineteen proinfluenza G-protein-coupled receptor (GPCR) and 13 proinfluenza ion channel genes were identified in human lung (A549) cells by use of small interfering RNAs (siRNAs). These proinfluenza genes were authenticated by testing influenza virus A/WSN/33-, A/CA/04/09-, and B/Yamagata/16/1988-infected A549 cells, resulting in the validation of 16 proinfluenza GPCR and 5 proinfluenza ion channel genes. These findings showed that several GPCR and ion channel genes are needed for the production of infectious influenza virus. These data provide potential targets for the development of host-directed therapeutic strategies to impede the influenza virus productive cycle so as to limit infection.IMPORTANCE Influenza epidemics result in morbidity and mortality each year. Vaccines are the most effective preventive measure but require annual reformulation, since a mismatch of vaccine strains can result in vaccine failure. Antiviral measures are desirable particularly when vaccines fail. In this study, we used RNAi screening to identify several GPCR and ion channel genes needed for influenza virus replication. Understanding the host genes usurped by influenza virus during viral replication can help identify host genes that can be targeted for drug repurposing or for the development of antiviral drugs. The targeting of host genes is refractory to drug resistance generated by viral mutations, as well as providing a platform for the development of broad-spectrum antiviral drugs.
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Affiliation(s)
- Nichole Orr-Burks
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, Georgia, USA
| | - Jackelyn Murray
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, Georgia, USA
| | - Kyle V Todd
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, Georgia, USA
| | - Abhijeet Bakre
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, Georgia, USA
| | - Ralph A Tripp
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, Georgia, USA
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5
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Gartner MJ, Gorry PR, Tumpach C, Zhou J, Dantanarayana A, Chang JJ, Angelovich TA, Ellenberg P, Laumaea AE, Nonyane M, Moore PL, Lewin SR, Churchill MJ, Flynn JK, Roche M. Longitudinal analysis of subtype C envelope tropism for memory CD4 + T cell subsets over the first 3 years of untreated HIV-1 infection. Retrovirology 2020; 17:24. [PMID: 32762760 PMCID: PMC7409430 DOI: 10.1186/s12977-020-00532-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 07/27/2020] [Indexed: 12/14/2022] Open
Abstract
Background HIV-1 infects a wide range of CD4+ T cells with different phenotypic properties and differing expression levels of entry coreceptors. We sought to determine the viral tropism of subtype C (C-HIV) Envelope (Env) clones for different CD4+ T cell subsets and whether tropism changes during acute to chronic disease progression. HIV-1 envs were amplified from the plasma of five C-HIV infected women from three untreated time points; less than 2 months, 1-year and 3-years post-infection. Pseudoviruses were generated from Env clones, phenotyped for coreceptor usage and CD4+ T cell subset tropism was measured by flow cytometry. Results A total of 50 C-HIV envs were cloned and screened for functionality in pseudovirus infection assays. Phylogenetic and variable region characteristic analysis demonstrated evolution in envs between time points. We found 45 pseudoviruses were functional and all used CCR5 to mediate entry into NP2/CD4/CCR5 cells. In vitro infection assays showed transitional memory (TM) and effector memory (EM) CD4+ T cells were more frequently infected (median: 46% and 25% of total infected CD4+ T cells respectively) than naïve, stem cell memory, central memory and terminally differentiated cells. This was not due to these subsets contributing a higher proportion of the CD4+ T cell pool, rather these subsets were more susceptible to infection (median: 5.38% EM and 2.15% TM cells infected), consistent with heightened CCR5 expression on EM and TM cells. No inter- or intra-participant changes in CD4+ T cell subset tropism were observed across the three-time points. Conclusions CD4+ T cell subsets that express more CCR5 were more susceptible to infection with C-HIV Envs, suggesting that these may be the major cellular targets during the first 3 years of infection. Moreover, we found that viral tropism for different CD4+ T cell subsets in vitro did not change between Envs cloned from acute to chronic disease stages. Finally, central memory, naïve and stem cell memory CD4+ T cell subsets were susceptible to infection, albeit inefficiently by Envs from all time-points, suggesting that direct infection of these cells may help establish the latent reservoir early in infection.
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Affiliation(s)
- Matthew J Gartner
- School of Health and Biomedical Sciences, RMIT University, Bundoora, Melbourne, VIC, Australia.,The Peter Doherty Institute for Infection and Immunity, University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Paul R Gorry
- School of Health and Biomedical Sciences, RMIT University, Bundoora, Melbourne, VIC, Australia
| | - Carolin Tumpach
- The Peter Doherty Institute for Infection and Immunity, University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Jingling Zhou
- School of Health and Biomedical Sciences, RMIT University, Bundoora, Melbourne, VIC, Australia
| | - Ashanti Dantanarayana
- The Peter Doherty Institute for Infection and Immunity, University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - J Judy Chang
- The Peter Doherty Institute for Infection and Immunity, University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Thomas A Angelovich
- School of Health and Biomedical Sciences, RMIT University, Bundoora, Melbourne, VIC, Australia.,Life Sciences, Burnet Institute, Melbourne, VIC, Australia
| | - Paula Ellenberg
- The Peter Doherty Institute for Infection and Immunity, University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Annemarie E Laumaea
- School of Health and Biomedical Sciences, RMIT University, Bundoora, Melbourne, VIC, Australia.,Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montreal, QC, Canada
| | - Molati Nonyane
- Centre for HIV and STIs, National Institute for Communicable Diseases (NICD) of the National Health Laboratory Service (NHLS), Johannesburg, South Africa
| | - Penny L Moore
- Centre for HIV and STIs, National Institute for Communicable Diseases (NICD) of the National Health Laboratory Service (NHLS), Johannesburg, South Africa.,Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
| | - Sharon R Lewin
- The Peter Doherty Institute for Infection and Immunity, University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia.,Department of Infectious Diseases, Monash University and Alfred Hospital, Melbourne, Australia
| | - Melissa J Churchill
- School of Health and Biomedical Sciences, RMIT University, Bundoora, Melbourne, VIC, Australia
| | - Jacqueline K Flynn
- School of Health and Biomedical Sciences, RMIT University, Bundoora, Melbourne, VIC, Australia. .,The Peter Doherty Institute for Infection and Immunity, University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia. .,School of Clinical Sciences, Monash University, Melbourne, VIC, Australia.
| | - Michael Roche
- School of Health and Biomedical Sciences, RMIT University, Bundoora, Melbourne, VIC, Australia. .,The Peter Doherty Institute for Infection and Immunity, University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia.
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6
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Gartner MJ, Roche M, Churchill MJ, Gorry PR, Flynn JK. Understanding the mechanisms driving the spread of subtype C HIV-1. EBioMedicine 2020; 53:102682. [PMID: 32114391 PMCID: PMC7047180 DOI: 10.1016/j.ebiom.2020.102682] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Revised: 01/29/2020] [Accepted: 02/05/2020] [Indexed: 12/12/2022] Open
Abstract
Human immunodeficiency virus type 1 (HIV-1) subtype C (C-HIV) is the most prevalent form of HIV-1 globally, accounting for approximately 50% of infections worldwide. C-HIV is the predominant and near-exclusive subtype in the low resource regions of India and Southern Africa. Given the vast diversity of HIV-1 subtypes, it is curious as to why C-HIV constitutes such a large proportion of global infections. This enriched prevalence may be due to phenotypic differences between C-HIV isolates and other viral strains that permit enhanced transmission efficiency or, pathogenicity, or might due to the socio-demographics of the regions where C-HIV is endemic. Here, we compare the mechanisms of C-HIV pathogenesis to less prominent HIV-1 subtypes, including viral genetic and phenotypic characteristics, and host genetic variability, to understand whether evolutionary factors drove C-HIV to predominance.
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Affiliation(s)
- Matthew J Gartner
- School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia
| | - Michael Roche
- School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia; The Peter Doherty Institute for Infection and Immunity, University of Melbourne and Royal Melbourne Hospital, Melbourne, Australia
| | - Melissa J Churchill
- School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia; Department of Microbiology, Monash University, Melbourne, Australia
| | - Paul R Gorry
- School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia.
| | - Jacqueline K Flynn
- School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia; The Peter Doherty Institute for Infection and Immunity, University of Melbourne and Royal Melbourne Hospital, Melbourne, Australia; School of Clinical Sciences at Monash Health, Monash University, Melbourne, Australia.
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Makhdoomi MA, Singh D, Nair Pananghat A, Lodha R, Kabra SK, Luthra K. Neutralization resistant HIV-1 primary isolates from antiretroviral naïve chronically infected children in India. Virology 2016; 499:105-113. [PMID: 27643887 DOI: 10.1016/j.virol.2016.09.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2016] [Revised: 09/09/2016] [Accepted: 09/10/2016] [Indexed: 10/21/2022]
Abstract
Anti-HIV-1 broadly neutralizing antibodies (bnAbs) have been extensively tested against pesudoviruses of diverse strains. We generated and characterized HIV-1 primary isolates from antiretroviral naïve infected Indian children, and determined their susceptibility to known NAbs. All the 8 isolates belonged to subtype-C and were R5 tropic. Majority of these viruses were resistant to neutralization by NAbs, suggesting that the bnAbs, known to efficiently neutralize pseudoviruses (adult and pediatric) of different strains, are less effective against pediatric primary isolates. Interestingly, AIIMS_329 isolate displayed high susceptibility to neutralization by PG9 and PG16bnAbs, with IC50 titer of 1.3 and 0.97μg/ml, suggesting exposure of this epitope on this virus. All isolates except AIIMS_506 were neutralized by contemporaneous plasma antibodies. Our findings suggest that primary isolates, due to close resemblance to viruses in natural infection, should be used to evaluate NAbs as effective vaccine candidates in both children and adults.
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Affiliation(s)
| | - Deepti Singh
- Department of Biochemistry, All India Institute of Medical Sciences, New Delhi 110029, India
| | - Ambili Nair Pananghat
- Department of Biochemistry, All India Institute of Medical Sciences, New Delhi 110029, India; Department of Biochemistry, Jamia Hamdard University, 110062 New Delhi, India
| | - Rakesh Lodha
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi 110029, India
| | - Sushil Kumar Kabra
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi 110029, India
| | - Kalpana Luthra
- Department of Biochemistry, All India Institute of Medical Sciences, New Delhi 110029, India.
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8
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Patyka M, Malamud D, Weissman D, Abrams WR, Kurago Z. Periluminal Distribution of HIV-Binding Target Cells and Gp340 in the Oral, Cervical and Sigmoid/Rectal Mucosae: A Mapping Study. PLoS One 2015; 10:e0132942. [PMID: 26172445 PMCID: PMC4501766 DOI: 10.1371/journal.pone.0132942] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2015] [Accepted: 06/21/2015] [Indexed: 12/01/2022] Open
Abstract
Studies have shown that the transmission of HIV is most likely to occur via rectal or vaginal routes, and rarely through oral exposure. However, the mechanisms of virus entry at mucosal surfaces remain incompletely understood. Prophylactic strategies against HIV infection may be attainable once gaps in current knowledge are filled. To address these gaps, we evaluated essentially normal epithelial surfaces and mapped the periluminal distribution of CD4+ HIV target cells, including T cells and antigen-presenting cells, and an HIV-binding molecule gp340 that can be expressed by epithelial cells in secreted and cell-associated forms. Immunohistochemistry for CD4, CD16, CD3, CD1a and gp340 in human oral, rectal/sigmoid and cervical mucosal samples from HIV-negative subjects demonstrated that periluminal HIV target cells were more prevalent at rectal/sigmoid and endocervical surfaces lined by simple columnar epithelium, than at oral and ectocervical surfaces covered by multilayered stratified squamous epithelium (p<0.001). gp340 expression patterns at these sites were also distinct and strong in oral minor salivary gland acini and ducts, including ductal saliva, in individual rectum/sigmoid and endocervix periluminar columnar cells, and in ectocervix squamous cells. Only weak expression was noted in the oral non-ductal squamous epithelium. We conclude that periluminal HIV target cells, together with periluminal epithelial cell-associated gp340 appear to be most accessible for HIV transmission at rectal/sigmoid and endocervical surfaces. Our data help define vulnerable structural features of mucosal sites exposed to HIV.
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Affiliation(s)
- Mariia Patyka
- Faculty of Medicine, Division of Experimental Medicine, McGill University, Montreal, Quebec, Canada
| | - Daniel Malamud
- NYU College of Dentistry, Department of Basic Sciences, HIV/AIDS Research Program (HARP), New York, New York, United States of America
- NYU School of Medicine, Infectious Disease, New York, New York, United States of America
| | - Drew Weissman
- Medicine (Infectious Disease), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - William R. Abrams
- NYU College of Dentistry, Department of Basic Sciences, HIV/AIDS Research Program (HARP), New York, New York, United States of America
| | - Zoya Kurago
- Oral Health and Diagnostic Sciences, College of Dental Medicine, Georgia Regents University, Augusta, Georgia, United States of America
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9
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Cashin K, Gray LR, Harvey KL, Perez-Bercoff D, Lee GQ, Sterjovski J, Roche M, Demarest JF, Drummond F, Harrigan PR, Churchill MJ, Gorry PR. Reliable genotypic tropism tests for the major HIV-1 subtypes. Sci Rep 2015; 5:8543. [PMID: 25712827 PMCID: PMC4894445 DOI: 10.1038/srep08543] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Accepted: 01/23/2015] [Indexed: 01/21/2023] Open
Abstract
Over the past decade antiretroviral drugs have dramatically improved the prognosis for HIV-1 infected individuals, yet achieving better access to vulnerable populations remains a challenge. The principal obstacle to the CCR5-antagonist, maraviroc, from being more widely used in anti-HIV-1 therapy regimens is that the pre-treatment genotypic "tropism tests" to determine virus susceptibility to maraviroc have been developed primarily for HIV-1 subtype B strains, which account for only 10% of infections worldwide. We therefore developed PhenoSeq, a suite of HIV-1 genotypic tropism assays that are highly sensitive and specific for establishing the tropism of HIV-1 subtypes A, B, C, D and circulating recombinant forms of subtypes AE and AG, which together account for 95% of HIV-1 infections worldwide. The PhenoSeq platform will inform the appropriate use of maraviroc and future CCR5 blocking drugs in regions of the world where non-B HIV-1 predominates, which are burdened the most by the HIV-1 pandemic.
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Affiliation(s)
- Kieran Cashin
- 1] Center for Biomedical Research, Burnet Institute, Melbourne, Australia 3004 [2] Department of Microbiology and Immunology, University of Melbourne, Parkville, Australia 3010
| | - Lachlan R Gray
- 1] Center for Biomedical Research, Burnet Institute, Melbourne, Australia 3004 [2] Department of Infectious Diseases, Monash University, Melbourne, Australia 3800
| | - Katherine L Harvey
- 1] Center for Biomedical Research, Burnet Institute, Melbourne, Australia 3004 [2] Department of Microbiology and Immunology, University of Melbourne, Parkville, Australia 3010
| | | | - Guinevere Q Lee
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada Y6Z 1Y6
| | - Jasminka Sterjovski
- 1] Center for Biomedical Research, Burnet Institute, Melbourne, Australia 3004 [2] Department of Infectious Diseases, Monash University, Melbourne, Australia 3800
| | - Michael Roche
- 1] Center for Biomedical Research, Burnet Institute, Melbourne, Australia 3004 [2] Department of Infectious Diseases, Monash University, Melbourne, Australia 3800
| | - James F Demarest
- ViiV Healthcare, Research Triangle Park, North Carolina, USA 27709-3398
| | | | | | - Melissa J Churchill
- 1] Center for Biomedical Research, Burnet Institute, Melbourne, Australia 3004 [2] Department of Medicine, Monash University, Melbourne, Australia 3800 [3] Department of Microbiology, Monash University, Melbourne, Australia 3800
| | - Paul R Gorry
- 1] Center for Biomedical Research, Burnet Institute, Melbourne, Australia 3004 [2] Department of Microbiology and Immunology, University of Melbourne, Parkville, Australia 3010 [3] Department of Infectious Diseases, Monash University, Melbourne, Australia 3800 [4] School of Applied Sciences, College of Science, Engineering and Health, RMIT University, Melbourne, Australia 3001
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10
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Cashin K, Sterjovski J, Harvey KL, Ramsland PA, Churchill MJ, Gorry PR. Covariance of charged amino acids at positions 322 and 440 of HIV-1 Env contributes to coreceptor specificity of subtype B viruses, and can be used to improve the performance of V3 sequence-based coreceptor usage prediction algorithms. PLoS One 2014; 9:e109771. [PMID: 25313689 PMCID: PMC4196930 DOI: 10.1371/journal.pone.0109771] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2014] [Accepted: 09/05/2014] [Indexed: 11/18/2022] Open
Abstract
The ability to determine coreceptor usage of patient-derived human immunodeficiency virus type 1 (HIV-1) strains is clinically important, particularly for the administration of the CCR5 antagonist maraviroc. The envelope glycoprotein (Env) determinants of coreceptor specificity lie primarily within the gp120 V3 loop region, although other Env determinants have been shown to influence gp120-coreceptor interactions. Here, we determined whether conserved amino acid alterations outside the V3 loop that contribute to coreceptor usage exist, and whether these alterations improve the performance of V3 sequence-based coreceptor usage prediction algorithms. We demonstrate a significant covariant association between charged amino acids at position 322 in V3 and position 440 in the C4 Env region that contributes to the specificity of HIV-1 subtype B strains for CCR5 or CXCR4. Specifically, positively charged Lys/Arg at position 322 and negatively charged Asp/Glu at position 440 occurred more frequently in CXCR4-using viruses, whereas negatively charged Asp/Glu at position 322 and positively charged Arg at position 440 occurred more frequently in R5 strains. In the context of CD4-bound gp120, structural models suggest that covariation of amino acids at Env positions 322 and 440 has the potential to alter electrostatic interactions that are formed between gp120 and charged amino acids in the CCR5 N-terminus. We further demonstrate that inclusion of a "440 rule" can improve the sensitivity of several V3 sequence-based genotypic algorithms for predicting coreceptor usage of subtype B HIV-1 strains, without compromising specificity, and significantly improves the AUROC of the geno2pheno algorithm when set to its recommended false positive rate of 5.75%. Together, our results provide further mechanistic insights into the intra-molecular interactions within Env that contribute to coreceptor specificity of subtype B HIV-1 strains, and demonstrate that incorporation of Env determinants outside V3 can improve the reliability of coreceptor usage prediction algorithms.
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Affiliation(s)
- Kieran Cashin
- Center for Biomedical Research, Burnet Institute, Melbourne, Australia
- Department of Microbiology and Immunology, University of Melbourne, Melbourne, Australia
| | | | - Katherine L. Harvey
- Center for Biomedical Research, Burnet Institute, Melbourne, Australia
- Department of Microbiology and Immunology, University of Melbourne, Melbourne, Australia
| | - Paul A. Ramsland
- Center for Biomedical Research, Burnet Institute, Melbourne, Australia
- Department of Surgery (Austin Health), University of Melbourne, Melbourne, Australia
- Department of Immunology, Monash University, Melbourne, Australia
- School of Biomedical Sciences, CHIRI Biosciences, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - Melissa J. Churchill
- Center for Biomedical Research, Burnet Institute, Melbourne, Australia
- Department of Microbiology, Monash University, Melbourne, Australia
- Department of Medicine, Monash University, Melbourne, Australia
| | - Paul R. Gorry
- Center for Biomedical Research, Burnet Institute, Melbourne, Australia
- Department of Microbiology and Immunology, University of Melbourne, Melbourne, Australia
- Department of Infectious Diseases, Monash University, Melbourne, Australia
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Cashin K, Jakobsen MR, Sterjovski J, Roche M, Ellett A, Flynn JK, Borm K, Gouillou M, Churchill MJ, Gorry PR. Linkages between HIV-1 specificity for CCR5 or CXCR4 and in vitro usage of alternative coreceptors during progressive HIV-1 subtype C infection. Retrovirology 2013; 10:98. [PMID: 24041034 PMCID: PMC3849974 DOI: 10.1186/1742-4690-10-98] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2013] [Accepted: 09/11/2013] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Human immunodeficiency virus type 1 (HIV-1) subtype C (C-HIV) is spreading rapidly and is now responsible for >50% of HIV-1 infections worldwide, and >95% of infections in southern Africa and central Asia. These regions are burdened with the overwhelming majority of HIV-1 infections, yet we know very little about the pathogenesis of C-HIV. In addition to CCR5 and CXCR4, the HIV-1 envelope glycoproteins (Env) may engage a variety of alternative coreceptors for entry into transfected cells. Whilst alternative coreceptors do not appear to have a broad role in mediating the entry of HIV-1 into primary cells, characterizing patterns of alternative coreceptor usage in vitro can provide valuable insights into mechanisms of Env-coreceptor engagement that may be important for HIV-1 pathogenesis. RESULTS Here, we characterized the ability of luciferase reporter viruses pseudotyped with HIV-1 Envs (n = 300) cloned sequentially from plasma of 21 antiretroviral therapy (ART)-naïve subjects experiencing progression from chronic to advanced C-HIV infection over an approximately 3-year period, who either exclusively maintained CCR5-using (R5) variants (n = 20 subjects) or who experienced a coreceptor switch to CXCR4-using (X4) variants (n = 1 subject), to utilize alternative coreceptors for entry. At a population level, CCR5 usage by R5 C-HIV Envs was strongly linked to usage of FPRL1, CCR3 and CCR8 as alternative coreceptors, with the linkages to FPRL1 and CCR3 usage becoming statistically more robust as infection progressed from chronic to advanced stages of disease. In contrast, acquisition of an X4 Env phenotype at advanced infection was accompanied by a dramatic loss of FPRL1 usage. Env mutagenesis studies confirmed a direct link between CCR5 and FPRL1 usage, and showed that the V3 loop crown, but not other V3 determinants of CCR5-specificity, was the principal Env determinant governing the ability of R5 C-HIV Envs from one particular subject to engage FPRL1. CONCLUSIONS Our results suggest that, in the absence of coreceptor switching, the ability of R5 C-HIV viruses to engage certain alternative coreceptors in vitro, in particular FPRL1, may reflect an altered use of CCR5 that is selected for during progressive C-HIV infection, and which may contribute to C-HIV pathogenicity.
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Affiliation(s)
- Kieran Cashin
- Center for Biomedical Research, Burnet Institute, 85 Commercial Rd, Melbourne, Victoria 3004, Australia.
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Cashin K, Gray LR, Jakobsen MR, Sterjovski J, Churchill MJ, Gorry PR. CoRSeqV3-C: a novel HIV-1 subtype C specific V3 sequence based coreceptor usage prediction algorithm. Retrovirology 2013; 10:24. [PMID: 23446039 PMCID: PMC3599735 DOI: 10.1186/1742-4690-10-24] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2012] [Accepted: 02/12/2013] [Indexed: 12/17/2022] Open
Abstract
Background The majority of HIV-1 subjects worldwide are infected with HIV-1 subtype C (C-HIV). Although C-HIV predominates in developing regions of the world such as Southern Africa and Central Asia, C-HIV is also spreading rapidly in countries with more developed economies and health care systems, whose populations are more likely to have access to wider treatment options, including the CCR5 antagonist maraviroc (MVC). The ability to reliably determine C-HIV coreceptor usage is therefore becoming increasingly more important. In silico V3 sequence based coreceptor usage prediction algorithms are a relatively rapid and cost effective method for determining HIV-1 coreceptor specificity. In this study, we elucidated the V3 sequence determinants of C-HIV coreceptor usage, and used this knowledge to develop and validate a novel, user friendly, and highly sensitive C-HIV specific coreceptor usage prediction algorithm. Results We characterized every phenotypically-verified C-HIV gp120 V3 sequence available in the Los Alamos HIV Database. Sequence analyses revealed that compared to R5 C-HIV V3 sequences, CXCR4-using C-HIV V3 sequences have significantly greater amino acid variability, increased net charge, increased amino acid length, increased frequency of insertions and substitutions within the GPGQ crown motif, and reduced frequency of glycosylation sites. Based on these findings, we developed a novel C-HIV specific coreceptor usage prediction algorithm (CoRSeqV3-C), which we show has superior sensitivity for determining CXCR4 usage by C-HIV strains compared to all other available algorithms and prediction rules, including Geno2pheno[coreceptor] and WebPSSMSINSI-C, which has been designed specifically for C-HIV. Conclusions CoRSeqV3-C is now openly available for public use at http://www.burnet.edu.au/coreceptor. Our results show that CoRSeqV3-C is the most sensitive V3 sequence based algorithm presently available for predicting CXCR4 usage of C-HIV strains, without compromising specificity. CoRSeqV3-C may be potentially useful for assisting clinicians to decide the best treatment options for patients with C-HIV infection, and will be helpful for basic studies of C-HIV pathogenesis.
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Affiliation(s)
- Kieran Cashin
- Center for Virology, Burnet Institute, 85 Commercial Rd, Melbourne 3004VIC, Australia
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