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Alrubayyi A, Hassan AS, Hare J, Hsieh A, Gilmour J, Price MA, Kilembe W, Karita E, Ruzagira E, Esbjörnsson J, Sanders EJ, Peppa D, Rowland-Jones SL. An early functional adaptive NK cell signature drives optimal CD8 + T-cell activation and predicts sustained HIV-1 viral control. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.17.643703. [PMID: 40166297 PMCID: PMC11956991 DOI: 10.1101/2025.03.17.643703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
A better understanding of the immune responses associated with future viral control in humans during acute HIV-1 infection (AHI) is critical to inform vaccines and immune-based therapeutics. Natural killer (NK) cells and CD8 + T-cells are pivotal in antiviral defence, yet the dynamics and complementary roles of these effector subsets during AHI with different HIV-1 subtypes remain poorly understood. Access to a unique patient cohort recruited during and post-peak HIV-1 viral load with different HIV-1 subtypes and followed up longitudinally in the absence of antiretroviral therapy up to six years post estimated date of infection (EDI) provided a rare opportunity to fill this knowledge gap. Our data show an early expansion of FcεRγ - CD57 + NK cells with classical adaptive traits concomitant with an enhanced capacity for antibody-dependent cellular cytotoxicity (ADCC) and reactivity against HIV-1 antigens. This distinctive NK cell profile was more abundant in donors with subtype A infection compared to non-subtype A, partially driven by elevated pro-inflammatory cytokine levels and changes in the epigenetic landscape. The accumulation of adaptive NK cells during the first month of infection contributed to the optimal activation of CD8 + T-cells, promoting virus-specific responses. Notably, individuals with higher levels of FcεRγ - CD57 + adaptive NK cells during the first month of infection were more likely to exhibit long-term viral control in the absence of ART. These findings underscore the critical role of early, high-magnitude adaptive NK cell responses in CD8 + T-cell activation and subsequent immune control. This work provides novel insights into the correlates of protective immunity against HIV-1 infection, with implications for preventative or therapeutic vaccine strategies aimed at promoting adaptive NK cell responses. One Sentence Summary Early expansion of adaptive NK cells during acute HIV-1 infection promotes long-term viral control.
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Guerrero JF, Zimdars LL, Bruce JW, Becker JT, Evans EL, Torabi S, Striker R, Berry SM, Sherer NM. Single-cell delineation of strain-specific HIV-1 Vif activities using dual reporter sensor cells and live cell imaging. J Virol 2025; 99:e0157924. [PMID: 39998123 PMCID: PMC11915839 DOI: 10.1128/jvi.01579-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Accepted: 01/30/2025] [Indexed: 02/26/2025] Open
Abstract
Human immunodeficiency virus type 1 (HIV-1) genome diversification is a key determinant of viral evolution and the pathogenesis of HIV/AIDS. Antiretroviral therapy is non-curative, and in the context of monitoring the latent reservoir, precision tools are needed to detect and enumerate HIV-1 genomes as well as to assess their heterogeneity, replication potential, and predict responses to therapy. Current sequencing-based methodologies are often unable to confirm intact genomes and most cell-based reporters provide limited information pertaining to viral fitness. In this study, we describe dual reporter sensor cells (DRSCs), an imaging-based reporter system designed to detect HIV-1 infection and measure several independent attributes of the virus in a single-cell high-content assay. We show that the DRSC assay can be used to measure infection, viral gene activation kinetics, and quantify viral circumvention of host antiviral responses. Using the DRSCs, we confirmed markedly different functional heterogeneity for vif alleles derived from diverse HIV-1 strains and subtypes affecting both rates of APOBEC3G degradation and the cell cycle. Furthermore, the assay allowed for the delineation of virus co-receptor preference (X4- vs R5-tropism) and visualization of virion assembly. Overall, our study illustrates proof-of-principle for a multivariate imaging-based cell-based system capable of detecting HIV-1 and studying viral genetic variability with greater data richness relative to prior available modalities. IMPORTANCE Human immunodeficiency virus type 1 (HIV-1) is highly heterogeneous and constantly mutating. These changes drive immune evasion and can cause treatment efforts to fail. Here, we describe the "dual reporter sensor cell" (DRSC) assay; a novel imaging-based approach that allows for the detection of HIV-1 infection coupled with a multivariate definition of several independent phenotypic aspects of viral genome activity in a single integrated assay. We validate the DRSC system by studying lab-adapted and patient isolate-derived versions of the viral Vif accessory protein, confirming marked differences in the capacity of diverse vif alleles to mediate downregulation of antiviral APOBEC3G proteins and dysregulate the cell cycle.
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Affiliation(s)
- Jorge F. Guerrero
- McArdle Laboratory for Cancer Research (Department of Oncology), University of Wisconsin-Madison, Madison, Wisconsin, USA
- Institute for Molecular Virology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Laraine L. Zimdars
- McArdle Laboratory for Cancer Research (Department of Oncology), University of Wisconsin-Madison, Madison, Wisconsin, USA
- Institute for Molecular Virology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - James W. Bruce
- McArdle Laboratory for Cancer Research (Department of Oncology), University of Wisconsin-Madison, Madison, Wisconsin, USA
- Institute for Molecular Virology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Jordan T. Becker
- McArdle Laboratory for Cancer Research (Department of Oncology), University of Wisconsin-Madison, Madison, Wisconsin, USA
- Institute for Molecular Virology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Edward L. Evans
- McArdle Laboratory for Cancer Research (Department of Oncology), University of Wisconsin-Madison, Madison, Wisconsin, USA
- Institute for Molecular Virology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Soroosh Torabi
- Department of Mechanical Engineering, University of Kentucky, Lexington, Kentucky, USA
| | - Rob Striker
- Department of Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Scott M. Berry
- Department of Mechanical Engineering, University of Kentucky, Lexington, Kentucky, USA
| | - Nathan M. Sherer
- McArdle Laboratory for Cancer Research (Department of Oncology), University of Wisconsin-Madison, Madison, Wisconsin, USA
- Institute for Molecular Virology, University of Wisconsin-Madison, Madison, Wisconsin, USA
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Datta J, Majumder S, Giri K. Computer aided design of inhibitor molecules against Vpr protein from different HIV-1 subtypes. In Silico Pharmacol 2025; 13:23. [PMID: 39931696 PMCID: PMC11807045 DOI: 10.1007/s40203-025-00318-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Accepted: 01/31/2025] [Indexed: 02/13/2025] Open
Abstract
HIV-1 is a retrovirus that affects the human immune system and consequently leads to the development of AIDS. The high mutation rate in HIV-1 produces different subtypes which underscores the development of new therapeutics against it. This study aims to develop a novel small molecule that can be used as a potential inhibitor against the Vpr protein of all the subtypes of HIV-1. The druggable pockets of the Vpr protein of each subtype were identified and the conformational stability of these pockets was studied. The structure-based Drug Design method was used to design small molecules against the high-scoring pocket from each subtype individually using AutoGrow4 software. Molecules with strong binding affinity were selected from each subtype individually and binding affinity was checked for all the subtypes. Considering druggability and ADMET properties, we have identified two novel molecules that act as potential Vpr protein inhibitors. Both the molecules were shown to form stable complexes with the Vpr proteins of all the subtypes. The biological activity of both molecules was examined using DFT calculation. This study may provide some insight into developing of new therapies in HIV-1 treatment by interrupting protein-protein interaction. Supplementary Information The online version contains supplementary material available at 10.1007/s40203-025-00318-4.
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Affiliation(s)
- Joyeeta Datta
- Department of Life Sciences, Presidency University, 86/1 College Street, Kolkata, 700073 India
| | - Satyabrata Majumder
- Department of Life Sciences, Presidency University, 86/1 College Street, Kolkata, 700073 India
| | - Kalyan Giri
- Department of Life Sciences, Presidency University, 86/1 College Street, Kolkata, 700073 India
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Murzin AI, Elfimov KA, Gashnikova NM. The Proviral Reservoirs of Human Immunodeficiency Virus (HIV) Infection. Pathogens 2024; 14:15. [PMID: 39860976 PMCID: PMC11768375 DOI: 10.3390/pathogens14010015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Revised: 12/18/2024] [Accepted: 12/18/2024] [Indexed: 01/27/2025] Open
Abstract
Human Immunodeficiency Virus (HIV) proviral reservoirs are cells that harbor integrated HIV proviral DNA within their nuclear genomes. These cells form a heterogeneous group, represented by peripheral blood mononuclear cells (PBMCs), tissue-resident lymphoid and monocytic cells, and glial cells of the central nervous system. The importance of studying the properties of proviral reservoirs is connected with the inaccessibility of integrated HIV proviral DNA for modern anti-retroviral therapies (ARTs) that block virus reproduction. If treatment is not effective enough or is interrupted, the proviral reservoir can reactivate. Early initiation of ART improves the prognosis of the course of HIV infection, which is explained by the reduction in the proviral reservoir pool observed in the early stages of the disease. Different HIV subtypes present differences in the number of latent reservoirs, as determined by structural and functional differences. Unique signatures of patients with HIV, such as elite controllers, have control over viral replication and can be said to have achieved a functional cure for HIV infection. Uncovering the causes of this phenomenon will bring humanity closer to curing HIV infection, potential approaches to which include stem cell transplantation, clustered regularly interspaced short palindromic repeats (CRISPR)/cas9, "Shock and kill", "Block and lock", and the application of broad-spectrum neutralizing antibodies (bNAbs).
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Affiliation(s)
- Andrey I. Murzin
- State Research Center of Virology and Biotechnology “Vector”, Koltsovo 630559, Russia; (K.A.E.); (N.M.G.)
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Jones HS, Anderson RL, Cust H, McClelland RS, Richardson BA, Thirumurthy H, Malama K, Hensen B, Platt L, Rice B, Cowan FM, Imai-Eaton JW, Hargreaves JR, Stevens O. HIV incidence among women engaging in sex work in sub-Saharan Africa: a systematic review and meta-analysis. Lancet Glob Health 2024; 12:e1244-e1260. [PMID: 39030057 DOI: 10.1016/s2214-109x(24)00227-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 04/08/2024] [Accepted: 05/24/2024] [Indexed: 07/21/2024]
Abstract
BACKGROUND Women who engage in sex work in sub-Saharan Africa have a high risk of acquiring HIV infection. HIV incidence has declined among all women in sub-Saharan Africa, but trends among women who engage in sex work are poorly characterised. We synthesised data on HIV incidence among women who engage in sex work in sub-Saharan Africa and compared these with the total female population to understand relative incidence and trends over time. METHODS We searched MEDLINE, Embase, Global Health, and Google Scholar from Jan 1, 1990, to Feb 28, 2024, and grey literature for studies that reported empirical estimates of HIV incidence among women who engage in sex work in any sub-Saharan Africa country. We calculated incidence rate ratios (IRRs) compared with total female population incidence estimates matched for age, district, and year, did a meta-analysis of IRRs, and used a continuous mixed-effects model to estimate changes in IRR over time. FINDINGS From 32 studies done between 1985 and 2020, 2194 new HIV infections were observed among women who engage in sex work over 51 490 person-years. Median HIV incidence was 4·3 per 100 person years (IQR 2·8-7·0 per 100 person-years). Incidence among women who engage in sex work was eight times higher than matched total population women (IRR 7·8 [95% CI 5·1-11·8]), with larger relative difference in western and central Africa (19·9 [9·6-41·0]) than in eastern and southern Africa (4·9 [3·4-7·1]). There was no evidence that IRRs changed over time (IRR per 5 years: 0·9 [0·7-1·2]). INTERPRETATION Across sub-Saharan Africa, HIV incidence among women who engage in sex work remains disproportionately high compared with the total female population. However, constant relative incidence over time indicates HIV incidence among women who engage in sex work has declined at a similar rate. Location-specific data for women who engage in sex work incidence are sparse, but improved surveillance and standardisation of incidence measurement approaches could fill these gaps. Sustained and enhanced HIV prevention for women who engage in sex work is crucial to address continuing inequalities and ensure declines in new HIV infections. FUNDING Bill & Melinda Gates Foundation, UK Research and Innovation, National Institutes of Health. TRANSLATION For the French translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- Harriet S Jones
- Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK.
| | - Rebecca L Anderson
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
| | - Henry Cust
- Institute of Global Health, University College London, London, UK
| | - R Scott McClelland
- Department of Medicine, University of Washington, Seattle, WA, USA; Department of Epidemiology, University of Washington, Seattle, WA, USA; Department of Biostatistics, University of Washington, Seattle, WA, USA; Department of Global Health, University of Washington, Seattle, WA, USA
| | - Barbra A Richardson
- Department of Biostatistics, University of Washington, Seattle, WA, USA; Department of Global Health, University of Washington, Seattle, WA, USA
| | - Harsha Thirumurthy
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, PA, USA
| | - Kalonde Malama
- Ingram School of Nursing, McGill University, Montréal, Quebec, QC, Canada
| | - Bernadette Hensen
- Sexual and Reproductive Health Group, Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium
| | - Lucy Platt
- Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK
| | - Brian Rice
- Sheffield Centre for Health and Related Research, School of Medicine and Population Health, University of Sheffield, UK
| | - Frances M Cowan
- Department of International Public Health, Liverpool School of Tropical Medicine, Liverpool, UK; Centre for Sexual Health and HIV/AIDS Research Zimbabwe, Harare, Zimbabwe
| | - Jeffrey W Imai-Eaton
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK; Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard T H Chan School of Public Health, Boston, MA, USA
| | - James R Hargreaves
- Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK
| | - Oliver Stevens
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
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Jones HS, Anderson RL, Cust H, McClelland RS, Richardson BA, Thirumurthy H, Malama K, Hensen B, Platt L, Rice B, Cowan FM, Imai-Eaton JW, Hargreaves JR, Stevens O. HIV incidence among women engaging in sex work in sub-Saharan Africa: a systematic review and meta-analysis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.10.17.23297108. [PMID: 37905066 PMCID: PMC10615019 DOI: 10.1101/2023.10.17.23297108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Introduction HIV incidence among women in sub-Saharan Africa (SSA) has declined steadily, but it is unknown whether new infections among women who engage in sex work (WESW) have declined at a similar rate. We synthesised estimates of HIV incidence among WESW in SSA and compared these to the wider female population to understand levels and trends in incidence over time. Methods We searched Medline, Embase, Global Health, Popline, Web of Science, and Google Scholar from January 1990 to October 2022, and grey literature for estimates of HIV incidence among WESW in SSA. We included studies reporting empirical estimates in any SSA country. We calculated incidence rate ratios (IRR) compared to age-district-year matched total female population incidence estimates. We conducted a meta-analysis of IRRs and used a continuous mixed-effects model to estimate changes in IRR over time. Results From 32 studies between 1985 and 2020, 2,194 new HIV infections were observed in WESW over 51,000 person-years (py). Median HIV incidence was 4.3/100py (IQR 2.8-7.0/100py), declining from a median of 5.96/100py between 1985 and 1995 to a median of 3.2/100py between 2010 and 2020. Incidence among WESW was nine times higher than in matched total population women (RR 8.6, 95%CI: 5.7-12.9), and greater in Western and Central Africa (RR 22.4, 95%CI: 11.3-44.3) than in Eastern and Southern Africa (RR 5.3, 95%CI: 3.7-7.6). Annual changes in log IRRs were minimal (-0.1% 95%CI: -6.9 to +6.8%). Conclusions Across SSA, HIV incidence among WESW remains disproportionately high compared to the total female population but showed similar rates of decline between 1990 and 2020. Improved surveillance and standardisation of approaches to obtain empirical estimates of sex worker incidence would enable a clearer understanding of whether we are on track to meet global targets for this population and better support data-driven HIV prevention programming.
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Affiliation(s)
- Harriet S Jones
- Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK
| | - Rebecca L Anderson
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom
| | - Henry Cust
- Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, UK
| | - R Scott McClelland
- Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, United States of America
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Barbra A Richardson
- Department of Biostatistics, University of Washington, Seattle, WA, USA
- Department of Global Health, University of Washington, Seattle, WA, United States of America
| | - Harsha Thirumurthy
- Department of Medical Ethics and Health Policy, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Kalonde Malama
- University of Toronto Factor-Inwentash Faculty of Social Work, Toronto Ontario, Canada
| | - Bernadette Hensen
- Sexual and Reproductive Health Group, Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium
| | - Lucy Platt
- Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK
| | - Brian Rice
- Sheffield Centre for Health and Related Research (SCHARR); School of Medicine and Population Health, University of Sheffield, UK
| | - Frances M Cowan
- Department of International Public Health, Liverpool School of Tropical Medicine, Liverpool, UK
- Centre for Sexual Health and HIV/AIDS Research Zimbabwe, Harare, Zimbabwe
| | - Jeffrey W Imai-Eaton
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom
- Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - James R Hargreaves
- Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK
| | - Oliver Stevens
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, United Kingdom
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Herd CL, Mellet J, Mashingaidze T, Durandt C, Pepper MS. Consequences of HIV infection in the bone marrow niche. Front Immunol 2023; 14:1163012. [PMID: 37497228 PMCID: PMC10366613 DOI: 10.3389/fimmu.2023.1163012] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 06/21/2023] [Indexed: 07/28/2023] Open
Abstract
Dysregulation of the bone marrow niche resulting from the direct and indirect effects of HIV infection contributes to haematological abnormalities observed in HIV patients. The bone marrow niche is a complex, multicellular environment which functions primarily in the maintenance of haematopoietic stem/progenitor cells (HSPCs). These adult stem cells are responsible for replacing blood and immune cells over the course of a lifetime. Cells of the bone marrow niche support HSPCs and help to orchestrate the quiescence, self-renewal and differentiation of HSPCs through chemical and molecular signals and cell-cell interactions. This narrative review discusses the HIV-associated dysregulation of the bone marrow niche, as well as the susceptibility of HSPCs to infection by HIV.
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Bouman JA, Venner CM, Walker C, Arts EJ, Regoes RR. Per-pathogen virulence of HIV-1 subtypes A, C and D. Proc Biol Sci 2023; 290:20222572. [PMID: 37161335 PMCID: PMC10170192 DOI: 10.1098/rspb.2022.2572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/11/2023] Open
Abstract
HIV-1 subtypes differ in their clinical manifestations and the speed in which they spread. In particular, the frequency of subtype C is increasing relative to subtypes A and D. We investigate whether HIV-1 subtypes A, C and D differ in their per-pathogen virulence and to what extend this explains the difference in spread between these subtypes. We use data from the hormonal contraception and HIV-1 genital shedding and disease progression among women with primary HIV infection study. For each study participant, we determine the set-point viral load value, CD4+ T cell level after primary infection and CD4+ T cell decline. Based on both the CD4+ T cell count after primary infection and CD4+ T cell decline, we estimate the time until AIDS. We then obtain our newly introduced measure of virulence as the inverse of the estimated time until AIDS. After fitting a model to the measured virulence and set-point viral load values, we tested if this relation varies per subtype. We found that subtype C has a significantly higher per-pathogen virulence than subtype A. Based on an evolutionary model, we then hypothesize that differences in the primary length of infection period cause the observed variation in the speed of spread of the subtypes.
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Affiliation(s)
- Judith A Bouman
- Institute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland
| | - Colin M Venner
- Department of Microbiology and Immunology, Western University, London, Ontario N6A 3K7, Canada
| | - Courtney Walker
- Department of Microbiology and Immunology, Western University, London, Ontario N6A 3K7, Canada
| | - Eric J Arts
- Department of Microbiology and Immunology, Western University, London, Ontario N6A 3K7, Canada
| | - Roland R Regoes
- Institute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland
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HIV/AIDS Global Epidemic. Infect Dis (Lond) 2023. [DOI: 10.1007/978-1-0716-2463-0_522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/10/2023] Open
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Mechanism of Viral Suppression among HIV Elite Controllers and Long-Term Nonprogressors in Nigeria and South Africa. Viruses 2022; 14:v14061270. [PMID: 35746741 PMCID: PMC9228396 DOI: 10.3390/v14061270] [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: 05/03/2022] [Revised: 06/01/2022] [Accepted: 06/07/2022] [Indexed: 12/30/2022] Open
Abstract
A subgroup among people living with HIV (PLHIV) experience viral suppression, sometimes to an undetectable level in the blood and/or are able to maintain a healthy CD4+ T-cell count without the influence of antiretroviral (ARV) therapy. One out of three hundred PLHIV fall into this category, and a large sample of this group can be found in areas with a high prevalence of HIV infection such as Nigeria and South Africa. Understanding the mechanism underpinning the nonprogressive phenotype in this subgroup may provide insights into the control of the global HIV epidemic. This work provides mechanisms of the elite control and nonprogressive phenotype among PLHIV in Nigeria and South Africa and identifies research gaps that will contribute to a better understanding on HIV controllers among PLHIV.
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Farinre O, Gounder K, Reddy T, Tongo M, Hare J, Chaplin B, Gilmour J, Kanki P, Mann JK, Ndung'u T. Subtype-specific differences in Gag-protease replication capacity of HIV-1 isolates from East and West Africa. Retrovirology 2021; 18:11. [PMID: 33952315 PMCID: PMC8097975 DOI: 10.1186/s12977-021-00554-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Accepted: 04/12/2021] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND The HIV-1 epidemic in sub-Saharan Africa is heterogeneous with diverse unevenly distributed subtypes and regional differences in prevalence. Subtype-specific differences in disease progression rate and transmission efficiency have been reported, but the underlying biological mechanisms have not been fully characterized. Here, we tested the hypothesis that the subtypes prevalent in the East Africa, where adult prevalence rate is higher, have lower viral replication capacity (VRC) than their West African counterparts where adult prevalence rates are lower. RESULTS Gag-protease sequencing was performed on 213 and 160 antiretroviral-naïve chronically infected participants from West and East Africa respectively and bioinformatic tools were used to infer subtypes and recombination patterns. VRC of patient-derived gag-protease chimeric viruses from West (n = 178) and East (n = 114) Africa were determined using a green fluorescent protein reporter-based cell assay. Subtype and regional differences in VRC and amino acid variants impacting VRC were identified by statistical methods. CRF02_AG (65%, n = 139), other recombinants (14%, n = 30) and pure subtypes (21%, n = 44) were identified in West Africa. Subtypes A1 (64%, n = 103), D (22%, n = 35), or recombinants (14%, n = 22) were identified in East Africa. Viruses from West Africa had significantly higher VRC compared to those from East Africa (p < 0.0001), with subtype-specific differences found among strains within West and East Africa (p < 0.0001). Recombination patterns showed a preference for subtypes D, G or J rather than subtype A in the p6 region of gag, with evidence that subtype-specific differences in this region impact VRC. Furthermore, the Gag A83V polymorphism was associated with reduced VRC in CRF02_AG. HLA-A*23:01 (p = 0.0014) and HLA-C*07:01 (p = 0.002) were associated with lower VRC in subtype A infected individuals from East Africa. CONCLUSIONS Although prevalent viruses from West Africa displayed higher VRC than those from East Africa consistent with the hypothesis that lower VRC is associated with higher population prevalence, the predominant CRF02_AG strain in West Africa displayed higher VRC than other prevalent strains suggesting that VRC alone does not explain population prevalence. The study identified viral and host genetic determinants of virus replication capacity for HIV-1 CRF02_AG and subtype A respectively, which may have relevance for vaccine strategies.
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Affiliation(s)
- Omotayo Farinre
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
| | - Kamini Gounder
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
- Africa Health Research Institute, Durban, 4001, South Africa
| | - Tarylee Reddy
- Biostatistics Research Unit, South African Medical Research Council, Durban, South Africa
| | - Marcel Tongo
- Centre of Research for Emerging and Re-Emerging Diseases (CREMER), Yaoundé, Cameroon
| | - Jonathan Hare
- International AIDS Vaccine Initiative (IAVI) Human Immunology Laboratory (HIL), Imperial College, London, UK
- IAVI Global Headquarters, 125 Broad Street, 9th Floor,, New York, NY, USA
| | - Beth Chaplin
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Jill Gilmour
- International AIDS Vaccine Initiative (IAVI) Human Immunology Laboratory (HIL), Imperial College, London, UK
- IAVI Global Headquarters, 125 Broad Street, 9th Floor,, New York, NY, USA
| | - Phyllis Kanki
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Jaclyn K Mann
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
| | - Thumbi Ndung'u
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa.
- Africa Health Research Institute, Durban, 4001, South Africa.
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA.
- Max Planck Institute for Infection Biology, Berlin, Germany.
- Division of Infection and Immunity, University College London, London, UK.
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Mehta G, Sharma A, Arora SK. Short Communication: Acquisition of Additional Nuclear Factor Kappa B Binding Sites in Long Terminal Repeat of Genetically Evolving HIV-1 Subtype C Viral Species in Host with Comorbidities. AIDS Res Hum Retroviruses 2021; 37:380-384. [PMID: 33307941 DOI: 10.1089/aid.2020.0195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
HIV-1 causes millions of deaths around the world. Higher disease progression and mortality are seen in HIV positive individuals with comorbidities. Two of the most pertinent conditions are coinfection with Mycobacterium tuberculosis and Intravenous Drug abuse. The mechanisms involved, however, still remain unresolved. To elucidate the mechanisms involved, we evaluated the genetic alterations in terms of additional nuclear factor kappa B (NF-κB) sites in the long terminal repeat (LTR) of HIV-1 subtype-C isolates from infected human individuals from North India, supposedly acquired by the emerging viral quasi-species in the infected host in presence of these two comorbid conditions. Interestingly the results indicate higher number of NF-κB sites in the viral isolates from HIV-tuberculosis coinfected (n = 26, 16 isolates with 3 sites and 10 isolates with 2 sites) and intravenous drug users (n = 20, 13 isolates with 3 sites and 7 isolates with 2 sites) compared to the mono-infected hosts (n = 30, 10 isolates with 3 sites, 18 isolates with 2 sites, 2 isolates with 1 site). The biological relevance of these alterations in the NF-κB sites within the HIV-1 LTR with respect to viral replicative capacity and HIV disease progression needs to be studied further.
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Affiliation(s)
- Gurleen Mehta
- Department of Immunopathology and Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Aman Sharma
- Department of Internal Medicine, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Sunil K. Arora
- Department of Immunopathology and Postgraduate Institute of Medical Education and Research, Chandigarh, India
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13
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Adhiambo M, Makwaga O, Adungo F, Kimani H, Mulama DH, Korir JC, Mwau M. Human immunodeficiency virus (HIV) type 1 genetic diversity in HIV positive individuals on antiretroviral therapy in a cross-sectional study conducted in Teso, Western Kenya. Pan Afr Med J 2021; 38:335. [PMID: 34046145 PMCID: PMC8140725 DOI: 10.11604/pamj.2021.38.335.26357] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 04/01/2021] [Indexed: 11/16/2022] Open
Abstract
Introduction high HIV-1 infection rates and genetic diversity especially in African population pose significant challenges in HIV-1 clinical management and drug design and development. HIV-1 is a major health challenge in Kenya and causes mortality and morbidity in the country as well as straining the healthcare system and the economy. This study sought to identify HIV-1 genetic subtypes circulating in Teso, Western Kenya which borders the Republic of Uganda. Methods a cross-sectional study was conducted in January 2019 to December 2019. Sequencing of the partial pol gene was carried out on 80 HIV positive individuals on antiretroviral therapy. Subtypes and recombinant forms were generated using the jumping profile hidden Markov model. Alignment of the sequences was done using ClustalW program and phylogenetic tree constructed using MEGA7 neighbor-joining method. Results sixty three samples were successful sequenced. In the analysis of these sequences, it was observed that HIV-1 subtype A1 was predominant 43 (68.3%) followed by D 8 (12.7%) and 1 (1.6%) each of C, G and B and inter-subtype recombinants A1-D 3 (4.8%), A1-B 2 (3.2%) and 1 (1.6%) each of A1-A2, A1-C, BC and BD. Phylogenetic analysis of these sequences showed close clustering of closely related and unrelated sequences with reference sequences. Conclusion there was observed increased genetic diversity of HIV-1 subtypes which not only pose a challenge in disease control and management but also drug design and development. Therefore, there is need for continued surveillance to enhance future understanding of the geographical distribution and transmission patterns of the HIV epidemic.
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Affiliation(s)
- Maureen Adhiambo
- Department of Biological Sciences, Masinde Muliro University of Science and Technology, Kakamega, Kenya.,Department of Infectious Diseases Control Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Olipher Makwaga
- Department of Biological Sciences, Masinde Muliro University of Science and Technology, Kakamega, Kenya.,Department of Infectious Diseases Control Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Ferdinard Adungo
- Department of Infectious Diseases Control Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Humphrey Kimani
- Department of Infectious Diseases Control Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - David Hughes Mulama
- Department of Biological Sciences, Masinde Muliro University of Science and Technology, Kakamega, Kenya
| | - Jackson Cheruiyot Korir
- Department of Biological Sciences, Masinde Muliro University of Science and Technology, Kakamega, Kenya
| | - Matilu Mwau
- Department of Infectious Diseases Control Research, Kenya Medical Research Institute, Nairobi, Kenya
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14
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Makinde J, Nduati EW, Freni-Sterrantino A, Streatfield C, Kibirige C, Dalel J, Black SL, Hayes P, Macharia G, Hare J, McGowan E, Abel B, King D, Joseph S, Hunter E, Sanders EJ, Price M, Gilmour J. A Novel Sample Selection Approach to Aid the Identification of Factors That Correlate With the Control of HIV-1 Infection. Front Immunol 2021; 12:634832. [PMID: 33777023 PMCID: PMC7991997 DOI: 10.3389/fimmu.2021.634832] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Accepted: 02/08/2021] [Indexed: 12/11/2022] Open
Abstract
Individuals infected with HIV display varying rates of viral control and disease progression, with a small percentage of individuals being able to spontaneously control infection in the absence of treatment. In attempting to define the correlates associated with natural protection against HIV, extreme heterogeneity in the datasets generated from systems methodologies can be further complicated by the inherent variability encountered at the population, individual, cellular and molecular levels. Furthermore, such studies have been limited by the paucity of well-characterised samples and linked epidemiological data, including duration of infection and clinical outcomes. To address this, we selected 10 volunteers who rapidly and persistently controlled HIV, and 10 volunteers each, from two control groups who failed to control (based on set point viral loads) from an acute and early HIV prospective cohort from East and Southern Africa. A propensity score matching approach was applied to control for the influence of five factors (age, risk group, virus subtype, gender, and country) known to influence disease progression on causal observations. Fifty-two plasma proteins were assessed at two timepoints in the 1st year of infection. We independently confirmed factors known to influence disease progression such as the B*57 HLA Class I allele, and infecting virus Subtype. We demonstrated associations between circulating levels of MIP-1α and IL-17C, and the ability to control infection. IL-17C has not been described previously within the context of HIV control, making it an interesting target for future studies to understand HIV infection and transmission. An in-depth systems analysis is now underway to fully characterise host, viral and immunological factors contributing to control.
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Affiliation(s)
- Julia Makinde
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
| | - Eunice W Nduati
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Anna Freni-Sterrantino
- Department of Epidemiology and Biostatistics, MRC-PHE Centre for Environment and Health, Imperial College London, London, United Kingdom
| | - Claire Streatfield
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
| | - Catherine Kibirige
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
| | - Jama Dalel
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
| | - S Lucas Black
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
| | - Peter Hayes
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
| | - Gladys Macharia
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
| | - Jonathan Hare
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
| | - Edward McGowan
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
| | - Brian Abel
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
| | - Deborah King
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
| | - Sarah Joseph
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
| | | | - Eric Hunter
- Emory Vaccine Centre, Yerkes National Primate Research Centre, Emory University, Atlanta, GA, United States.,Zambia-Emory HIV Research Project, Lusaka, Zambia
| | - Eduard J Sanders
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Matt Price
- IAVI, New York, NY, United States.,Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, United States
| | - Jill Gilmour
- IAVI Human Immunology Laboratory, Imperial College London, London, United Kingdom
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15
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Marino J, Maubert ME, Mele AR, Spector C, Wigdahl B, Nonnemacher MR. Functional impact of HIV-1 Tat on cells of the CNS and its role in HAND. Cell Mol Life Sci 2020; 77:5079-5099. [PMID: 32577796 PMCID: PMC7674201 DOI: 10.1007/s00018-020-03561-4] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 05/08/2020] [Accepted: 05/25/2020] [Indexed: 02/07/2023]
Abstract
Human immunodeficiency virus type 1 (HIV-1) transactivator of transcription (Tat) is a potent mediator involved in the development of HIV-1-associated neurocognitive disorders (HAND). Tat is expressed even in the presence of antiretroviral therapy (ART) and is able to enter the central nervous system (CNS) through a variety of ways, where Tat can interact with microglia, astrocytes, brain microvascular endothelial cells, and neurons. The presence of low concentrations of extracellular Tat alone has been shown to lead to dysregulated gene expression, chronic cell activation, inflammation, neurotoxicity, and structural damage in the brain. The reported effects of Tat are dependent in part on the specific HIV-1 subtype and amino acid length of Tat used. HIV-1 subtype B Tat is the most common subtype in North American and therefore, most studies have been focused on subtype B Tat; however, studies have shown many genetic, biologic, and pathologic differences between HIV subtype B and subtype C Tat. This review will focus primarily on subtype B Tat where the full-length protein is 101 amino acids, but will also consider variants of Tat, such as Tat 72 and Tat 86, that have been reported to exhibit a number of distinctive activities with respect to mediating CNS damage and neurotoxicity.
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Affiliation(s)
- Jamie Marino
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N. 15th St, Philadelphia, PA, 19102, USA
- Center for Molecular Virology and Translational Neuroscience, Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Monique E Maubert
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N. 15th St, Philadelphia, PA, 19102, USA
- Center for Molecular Virology and Translational Neuroscience, Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Anthony R Mele
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N. 15th St, Philadelphia, PA, 19102, USA
- Center for Molecular Virology and Translational Neuroscience, Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Cassandra Spector
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N. 15th St, Philadelphia, PA, 19102, USA
- Center for Molecular Virology and Translational Neuroscience, Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Brian Wigdahl
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N. 15th St, Philadelphia, PA, 19102, USA
- Center for Molecular Virology and Translational Neuroscience, Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, USA
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA
| | - Michael R Nonnemacher
- Department of Microbiology and Immunology, Drexel University College of Medicine, 245 N. 15th St, Philadelphia, PA, 19102, USA.
- Center for Molecular Virology and Translational Neuroscience, Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, USA.
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16
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Jin SW, Mwimanzi FM, Mann JK, Bwana MB, Lee GQ, Brumme CJ, Hunt PW, Martin JN, Bangsberg DR, Ndung’u T, Brumme ZL, Brockman MA. Variation in HIV-1 Nef function within and among viral subtypes reveals genetically separable antagonism of SERINC3 and SERINC5. PLoS Pathog 2020; 16:e1008813. [PMID: 32925973 PMCID: PMC7515180 DOI: 10.1371/journal.ppat.1008813] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 09/24/2020] [Accepted: 07/15/2020] [Indexed: 12/14/2022] Open
Abstract
HIV Nef counteracts cellular host restriction factors SERINC3 and SERINC5, but our understanding of how naturally occurring global Nef sequence diversity impacts these activities is limited. Here, we quantify SERINC3 and SERINC5 internalization function for 339 Nef clones, representing the major pandemic HIV-1 group M subtypes A, B, C and D. We describe distinct subtype-associated hierarchies for Nef-mediated internalization of SERINC5, for which subtype B clones display the highest activities on average, and of SERINC3, for which subtype B clones display the lowest activities on average. We further identify Nef polymorphisms that modulate its ability to counteract SERINC proteins, including substitutions in the N-terminal domain that selectively impair SERINC3 internalization. Our findings demonstrate that the SERINC antagonism activities of HIV Nef differ markedly among major viral subtypes and between individual isolates within a subtype, suggesting that variation in these functions may contribute to global differences in viral pathogenesis.
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Affiliation(s)
- Steven W. Jin
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | | | - Jaclyn K. Mann
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
| | - Mwebesa Bosco Bwana
- Faculty of Medicine, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Guinevere Q. Lee
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Chanson J. Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
- Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Peter W. Hunt
- School of Medicine, University of California, San Francisco, United States of America
| | - Jeff N. Martin
- School of Medicine, University of California, San Francisco, United States of America
| | - David R. Bangsberg
- School of Public Health, Oregon Health Science University, Portland, United States of America
| | - Thumbi Ndung’u
- HIV Pathogenesis Programme, The Doris Duke Medical Research Institute, University of KwaZulu-Natal, Durban, South Africa
- Africa Health Research Institute, Durban, South Africa
- Ragon Institute of MGH, MIT, and Harvard University, Cambridge, United States of America
- Max Planck Institute for Infection Biology, Berlin, Germany
- Division of Infection and Immunity, University College London, London, United Kingdom
| | - Zabrina L. Brumme
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Mark A. Brockman
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, Canada
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17
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Ogbenna AA, Meloni S, Inzaule S, Hamers RL, Sigaloff K, Osibogun A, Adeyemo TA, Okonkwo P, Samuels JO, Kanki PJ, Rinke de Wit TF, Akanmu AS. The impact of HIV-1 subtypes on virologic and immunologic treatment outcomes at the Lagos University Teaching Hospital: A longitudinal evaluation. PLoS One 2020; 15:e0238027. [PMID: 32841264 PMCID: PMC7447033 DOI: 10.1371/journal.pone.0238027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 08/10/2020] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION HIV is a highly diverse virus with significant genetic variability which may confer biologic differences that could impact on treatment outcomes. MATERIALS AND METHODS We studied the association between HIV subtypes and immunologic and virologic outcomes in a longitudinal cohort of 169 patients on combination antiretroviral therapy. Participants were followed up for 5 years. Demographic data, CD4 cell count and viral loads (VL) were extracted from medical records. Whole protease gene and codon 1-300 of the reverse transcriptase gene were sequenced and analysed. RESULTS Sixty-four percent of participants were females with a median age of 35 years. Twelve different subtypes were observed, the commonest being CRF 02_AG (55.0%) and subtypes G (23.1%). All subtypes showed steady rise in CD4 count and there was no difference in proportion who achieved CD4+ cell count rise of ≥100 cells/μL from baseline within 12 months' post-initiation of ART, or ≥350 cells/μL at 60 months' post-initiation. Median time to attaining a rise of ≥350 cells/μL was 24 months (6-48 months). The proportion that achieved undetectable VL at month 6 and 12 post-initiation of ART were comparable across subtypes. At end of 5th year, there was no statistical difference in proportion with virologic failure. CONCLUSION No association between HIV subtypes and immunologic or virologic response to therapy was observed, suggesting that current first-line ART may have similar efficacy across subtype predominating in South-West Nigeria.
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Affiliation(s)
- Ann Abiola Ogbenna
- Department of Haematology and Blood Transfusion, Faculty of Clinical Sciences, College of Medicine, University of Lagos, Lagos, Nigeria
| | - Seema Meloni
- Department of Immunology and Infectious Disease, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Seth Inzaule
- Department of Global Health, Amsterdam UMC, Amsterdam Institute for Global Health and Development, University of Amsterdam, Amsterdam, Netherlands
| | - Raph L. Hamers
- Department of Global Health, Amsterdam UMC, Amsterdam Institute for Global Health and Development, University of Amsterdam, Amsterdam, Netherlands
- Eijkman-Oxford Clinical Research Unit, Jakarta, Indonesia
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Kim Sigaloff
- Department of Global Health, Amsterdam UMC, Amsterdam Institute for Global Health and Development, University of Amsterdam, Amsterdam, Netherlands
- Department of Internal Medicine, Division of Infectious Diseases, Amsterdam UMC, Amsterdam, Netherlands
| | - Akin Osibogun
- Department of Community Health and Primary Care, College of Medicine, Faculty of Clinical Sciences, University of Lagos, Lagos, Nigeria
| | - Titilope Adenike Adeyemo
- Department of Haematology and Blood Transfusion, Faculty of Clinical Sciences, College of Medicine, University of Lagos, Lagos, Nigeria
| | | | | | - Phyllis J. Kanki
- Department of Immunology and Infectious Disease, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Tobias F. Rinke de Wit
- Department of Global Health, Amsterdam UMC, Amsterdam Institute for Global Health and Development, University of Amsterdam, Amsterdam, Netherlands
| | - Alani Sulaimon Akanmu
- Department of Haematology and Blood Transfusion, Faculty of Clinical Sciences, College of Medicine, University of Lagos, Lagos, Nigeria
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18
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Udeze AO, Olaleye DO, Odaibo GN. Phylogeny of partial gag, pol and env genes show predominance of HIV-1G and CRF02_AG with emerging recombinants in south-eastern Nigeria. Heliyon 2020; 6:e04310. [PMID: 32775738 PMCID: PMC7403892 DOI: 10.1016/j.heliyon.2020.e04310] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 02/06/2020] [Accepted: 06/22/2020] [Indexed: 12/20/2022] Open
Abstract
Human Immunodeficiency Virus is characterized by high degree of genetic diversity with marked differences in its geographic distribution even within a country. This study was designed to identify the strains of HIV-1 circulating among infected individuals in southeastern parts of Nigeria. Genomic DNA was extracted from blood samples of 30 HIV-1 infected individuals from Anambra, Delta and Imo states of southeastern Nigeria. Portions of the genome corresponding to entire p24 gag, entire protease and C2-V3 env genes were amplified by nested PCR, sequenced using Sanger's method and phylogenetically analysed. Out of the 30 samples sequenced, 17, 28 and 14 readable sequences were obtained for gag, pol and env regions respectively. The most prevalent subtypes were CRF02_AG (41.2% in gag, 57.1% in pol protease and 50.0% in env) and G (29.4% in gag, 35.7% in pol protease and 35.7% in env). Other subtypes identified include A (17.7% in gag, 7.1% in env) and J (7.1% in env). Also 2 sequences each in gag (11.8%) and pol protease (7.1%) regions were unclassified but preliminary analysis showed they are recombinants. Furthermore, 71.4% of the isolates with sequences in the 3 regions and 26.7% of those with sequences in 2 genomic regions were recombinant forms. CRF02_AG and subtype G are the predominant HIV-1 strains circulating among infected individuals in southeastern Nigeria. Preliminary analysis results of unclassified sequences suggest that they are new recombinants.
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Affiliation(s)
- Augustine O Udeze
- Department of Virology, College of Medicine, University College Hospital, Ibadan, Nigeria.,Virology Unit, Department of Microbiology, University of Ilorin, P.M.B 1515, Ilorin, Nigeria
| | - David O Olaleye
- Department of Virology, College of Medicine, University College Hospital, Ibadan, Nigeria
| | - Georgina N Odaibo
- Department of Virology, College of Medicine, University College Hospital, Ibadan, Nigeria
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19
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Amino Acid Deletions in p6 Gag Domain of HIV-1 CRF07_BC Ameliorate Galectin-3 Mediated Enhancement in Viral Budding. Int J Mol Sci 2020; 21:ijms21082910. [PMID: 32326345 PMCID: PMC7216183 DOI: 10.3390/ijms21082910] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 04/13/2020] [Accepted: 04/19/2020] [Indexed: 01/04/2023] Open
Abstract
HIV-1 CRF07_BC is a recombinant virus with amino acid (a.a.) deletions in p6Gag, which are overlapped with the Alix-binding domain. Galectin-3 (Gal3), a β-galactose binding lectin, has been reported to interact with Alix and regulate HIV-1 subtype B budding. This study aims to evaluate the role of Gal3 in HIV-1 CRF07_BC infection and the potential effect of a.a. deletions on Gal3-mediated regulation. A total of 38 HIV-1+ injecting drug users (IDUs) were enrolled in the study. Viral characterization and correlation of Gal3 were validated. CRF07_BC containing 7 a.a. deletions and wild-type in the p6Gag (CRF07_BC-7d and -wt) were isolated and infectious clones were generated. Viral growth kinetic and budding assays using Jurkat-CCR5/Jurkat-CCR5-Gal3 cells infected with CRF07_BC were performed. Results indicate that 69.4% (25/38) of the recruited patients were identified as CRF07_BC, and CRF07_BC-7d was predominant. Slow disease progression and significantly higher plasma Gal3 were noted in CRF07_BC patients (p < 0.01). Results revealed that CRF07_BC infection resulted in Gal3 expression, which was induced by Tat. Growth dynamic and budding assays indicated that Gal3 expression in Jurkat-CCR5 cells significantly enhanced CRF07_BC-wt replication and budding (p < 0.05), while the promoting effect was ameliorated in CRF07_BC-7d. Co-immunoprecipitation found that deletions in the p6Gag reduced Gal-3-mediated enhancement of the Alix–Gag interaction.
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20
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Partner HIV Serostatus Impacts Viral Load, Genital HIV Shedding, and Immune Activation in HIV-Infected Individuals. J Acquir Immune Defic Syndr 2020; 82:51-60. [PMID: 31169767 DOI: 10.1097/qai.0000000000002089] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Studies of seronegative individuals in HIV discordant relationships provide important insights into the effects of HIV exposure on the seronegative partner, but few have examined the impact of partner serostatus on disease progression in seropositive individuals. We investigated the impact of HIV serostatus on clinical and biological factors influencing HIV disease progression in 337 HIV-infected heterosexual individuals in stable long-term HIV-seroconcordant or HIV-serodiscordant relationships. Seroconcordant individuals had significantly higher plasma viral loads (pVLs) than HIV-infected partners in serodiscordant partnerships [4.4 log10 copies RNA/mL (interquartile range 3.7-5.0) versus 3.9 (3.3-4.5), P < 0.0001], irrespective of gender. pVLs correlated inversely with CD4 T-cell counts, although CD4 counts did not differ significantly between seroconcordant and serodiscordant individuals. HIV+ seroconcordant individuals had higher frequencies of CCR5 CD4 and CD8 T cells (P = 0.03 and P = 0.02, respectively) than HIV+ individuals in serodiscordant relationships and higher concentrations of plasma IL-1β (P = 0.04), TNF-α (P = 0.02), and IL-10 (P = 0.02). Activated CD4 T-cell frequencies and TNF-α were the most influential in determining variation in pVLs, independently of CD4 counts. In addition, HIV+ seroconcordant women had significantly higher genital VLs (gVLs) than HIV+ women in serodiscordant relationships (P < 0.001), with pVLs correlating significantly with gVLs (Rho = 0.65, P < 0.0001). Cervical and blood T-cell activation tended to correlate positively, although partner seroconcordance did not influence genital T-cell activation. We conclude that HIV+ seroconcordant individuals have higher frequencies of activated, CCR5-expressing T cells in blood and higher pVLs and gVLs than their HIV+ counterparts in discordant relationships, which could translate to faster disease progression or larger viral reservoir.
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21
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Nazziwa J, Faria NR, Chaplin B, Rawizza H, Kanki P, Dakum P, Abimiku A, Charurat M, Ndembi N, Esbjörnsson J. Characterisation of HIV-1 Molecular Epidemiology in Nigeria: Origin, Diversity, Demography and Geographic Spread. Sci Rep 2020; 10:3468. [PMID: 32103028 PMCID: PMC7044301 DOI: 10.1038/s41598-020-59944-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 02/05/2020] [Indexed: 11/23/2022] Open
Abstract
Nigeria has the highest number of AIDS-related deaths in the world. In this study, we characterised the HIV-1 molecular epidemiology by analysing 1442 HIV-1 pol sequences collected 1999-2014 from four geopolitical zones in Nigeria using state-of-the-art maximum-likelihood and Bayesian phylogenetic analyses. The main circulating forms were the circulating recombinant form (CRF) 02_AG (44% of the analysed sequences), CRF43_02G (16%), and subtype G (8%). Twenty-three percent of the sequences represented unique recombinant forms (URFs), whereof 37 (11%) could be grouped into seven potentially novel CRFs. Bayesian phylodynamic analysis suggested that five major Nigerian HIV-1 sub-epidemics were introduced in the 1960s and 1970s, close to the Nigerian Civil War. The analysis also indicated that the number of effective infections decreased in Nigeria after the introduction of free antiretroviral treatment in 2006. Finally, Bayesian phylogeographic analysis suggested gravity-like dynamics in which virus lineages first emerge and expand within large urban centers such as Abuja and Lagos, before migrating towards smaller rural areas. This study provides novel insight into the Nigerian HIV-1 epidemic and may have implications for future HIV-1 prevention strategies in Nigeria and other severely affected countries.
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Affiliation(s)
- Jamirah Nazziwa
- Department of Translational Medicine, Lund University, Lund, Sweden
| | | | - Beth Chaplin
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, USA
| | - Holly Rawizza
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, USA
| | - Phyllis Kanki
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, USA
| | - Patrick Dakum
- Institute of Human Virology Nigeria, Abuja, Nigeria
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, USA
| | - Alash'le Abimiku
- Institute of Human Virology Nigeria, Abuja, Nigeria
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, USA
| | - Man Charurat
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, USA
| | - Nicaise Ndembi
- Institute of Human Virology Nigeria, Abuja, Nigeria
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, USA
| | - Joakim Esbjörnsson
- Department of Translational Medicine, Lund University, Lund, Sweden.
- Nuffield Department Medicine, University of Oxford, Oxford, United Kingdom.
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22
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Price MA, Rida W, Kilembe W, Karita E, Inambao M, Ruzagira E, Kamali A, Sanders EJ, Anzala O, Hunter E, Allen S, Edward VA, Wall KM, Tang J, Fast PE, Kaleebu P, Lakhi S, Mutua G, Bekker LG, Abu-Baker G, Tichacek A, Chetty P, Latka MH, Maenetje P, Makkan H, Kibengo F, Priddy F, Gilmour J. Control of the HIV-1 Load Varies by Viral Subtype in a Large Cohort of African Adults With Incident HIV-1 Infection. J Infect Dis 2020; 220:432-441. [PMID: 30938435 PMCID: PMC6603968 DOI: 10.1093/infdis/jiz127] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Accepted: 03/22/2019] [Indexed: 12/14/2022] Open
Abstract
Few human immunodeficiency virus (HIV)–infected persons can maintain low viral levels without therapeutic intervention. We evaluate predictors of spontaneous control of the viral load (hereafter, “viral control”) in a prospective cohort of African adults shortly after HIV infection. Viral control was defined as ≥2 consecutively measured viral loads (VLs) of ≤10 000 copies/mL after the estimated date of infection, followed by at least 4 subsequent measurements for which the VL in at least 75% was ≤10 000 copies/mL in the absence of ART. Multivariable logistic regression characterized predictors of viral control. Of 590 eligible volunteers, 107 (18.1%) experienced viral control, of whom 25 (4.2%) maintained a VL of 51–2000 copies/mL, and 5 (0.8%) sustained a VL of ≤50 copies/mL. The median ART-free follow-up time was 3.3 years (range, 0.3–9.7 years). Factors independently associated with control were HIV-1 subtype A (reference, subtype C; adjusted odds ratio [aOR], 2.1 [95% confidence interval {CI}, 1.3–3.5]), female sex (reference, male sex; aOR, 1.8 [95% CI, 1.1–2.8]), and having HLA class I variant allele B*57 (reference, not having this allele; aOR, 1.9 [95% CI, 1.0–3.6]) in a multivariable model that also controlled for age at the time of infection and baseline CD4+ T-cell count. We observed strong associations between infecting HIV-1 subtype, HLA type, and sex on viral control in this cohort. HIV-1 subtype is important to consider when testing and designing new therapeutic and prevention technologies, including vaccines.
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Affiliation(s)
- Matt A Price
- International AIDS Vaccine Initiative, New York, New York.,Department of Epidemiology and Biostatistics, University of California-San Francisco
| | | | - William Kilembe
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda
| | - Etienne Karita
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda
| | - Mubiana Inambao
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda
| | | | - Anatoli Kamali
- International AIDS Vaccine Initiative, New York, New York
| | - Eduard J Sanders
- Kenyan Medical Research Institute-Wellcome Trust, Kilifi, Nairobi, Kenya.,Nuffield Department of Clinical Medicine, Centre for Clinical Vaccinology and Tropical Medicine, University of Oxford, Headington, London, United Kingdom
| | - Omu Anzala
- KAVI Institute of Clinical Research, Nairobi, Kenya
| | - Eric Hunter
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda.,Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia
| | - Susan Allen
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda.,Department of Pathology and Laboratory Medicine, Emory University, Atlanta, Georgia
| | - Vinodh A Edward
- Department of Environmental Health Sciences, Yale School of Public Health, New Haven, Connecticut.,The Aurum Institute, South Africa.,School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, South Africa.,Advancing Care and Treatment for TB/HIV, South African Medical Research Council, Johannesburg, South Africa
| | - Kristin M Wall
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda.,Department of Epidemiology, Emory University, Atlanta, Georgia
| | - Jianming Tang
- Department of Medicine, University of Alabama-Birmingham
| | | | | | - Shabir Lakhi
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda
| | | | | | | | - Amanda Tichacek
- Rwanda Zambia HIV Research Group, Lusaka and Ndola.,Rwanda Zambia HIV Research Group, Zambia and Kigali.,Rwanda Zambia HIV Research Group, Rwanda.,Department of Epidemiology, Emory University, Atlanta, Georgia
| | - Paramesh Chetty
- International AIDS Vaccine Initiative, New York, New York.,International AIDS Vaccine Initiative Human Immunology Laboratory, London, United Kingdom
| | | | | | | | | | - Fran Priddy
- International AIDS Vaccine Initiative, New York, New York
| | - Jill Gilmour
- International AIDS Vaccine Initiative Human Immunology Laboratory, London, United Kingdom
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23
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HIV-1 Latency and Latency Reversal: Does Subtype Matter? Viruses 2019; 11:v11121104. [PMID: 31795223 PMCID: PMC6950696 DOI: 10.3390/v11121104] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 11/22/2019] [Accepted: 11/27/2019] [Indexed: 02/06/2023] Open
Abstract
Cells that are latently infected with HIV-1 preclude an HIV-1 cure, as antiretroviral therapy does not target this latent population. HIV-1 is highly genetically diverse, with over 10 subtypes and numerous recombinant forms circulating worldwide. In spite of this vast diversity, much of our understanding of latency and latency reversal is largely based on subtype B viruses. As such, most of the development of cure strategies targeting HIV-1 are solely based on subtype B. It is currently assumed that subtype does not influence the establishment or reactivation of latent viruses. However, this has not been conclusively proven one way or the other. A better understanding of the factors that influence HIV-1 latency in all viral subtypes will help develop therapeutic strategies that can be applied worldwide. Here, we review the latest literature on subtype-specific factors that affect viral replication, pathogenesis, and, most importantly, latency and its reversal.
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24
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Naidoo L, Mzobe Z, Jin SW, Rajkoomar E, Reddy T, Brockman MA, Brumme ZL, Ndung'u T, Mann JK. Nef-mediated inhibition of NFAT following TCR stimulation differs between HIV-1 subtypes. Virology 2019; 531:192-202. [PMID: 30927712 DOI: 10.1016/j.virol.2019.02.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Revised: 02/13/2019] [Accepted: 02/16/2019] [Indexed: 01/11/2023]
Abstract
Functional characterisation of different HIV-1 subtypes may improve understanding of viral pathogenesis and spread. Here, we evaluated the ability of 345 unique HIV-1 Nef clones representing subtypes A, B, C and D to inhibit NFAT signalling following TCR stimulation. The contribution of this Nef function to disease progression was also assessed in 211 additional Nef clones isolated from unique subtype C infected individuals in early or chronic infection. On average, subtype A and C Nef clones exhibited significantly lower ability to inhibit TCR-mediated NFAT signalling compared to subtype B and D Nef clones. While this observation corroborates accumulating evidence supporting relative attenuation of subtypes A and C that may paradoxically contribute to their increased global prevalence and spread, no significant correlations between Nef-mediated NFAT inhibition activity and clinical markers of HIV-1 infection were observed, indicating that the relationship between Nef function and pathogenesis is complex.
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Affiliation(s)
- Lisa Naidoo
- HIV Pathogenesis Programme, University of KwaZulu-Natal, Durban 4001, South Africa
| | - Zinhle Mzobe
- HIV Pathogenesis Programme, University of KwaZulu-Natal, Durban 4001, South Africa
| | - Steven W Jin
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada V5A 1S6
| | - Erasha Rajkoomar
- HIV Pathogenesis Programme, University of KwaZulu-Natal, Durban 4001, South Africa
| | - Tarylee Reddy
- Medical Research Council, Biostatistics Unit, Durban 4001, South Africa
| | - Mark A Brockman
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada V5A 1S6; Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, BC, Canada V5A 1S6; British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada V6Z 1Y6
| | - Zabrina L Brumme
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada V5A 1S6; British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada V6Z 1Y6
| | - Thumbi Ndung'u
- HIV Pathogenesis Programme, University of KwaZulu-Natal, Durban 4001, South Africa; Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA; Africa Health Research Institute, Durban 4001, South Africa; Max Planck Institute for Infection Biology, Chariteplatz, D-10117 Berlin, Germany
| | - Jaclyn K Mann
- HIV Pathogenesis Programme, University of KwaZulu-Natal, Durban 4001, South Africa.
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25
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Kakooza-Mwesige A, Tshala-Katumbay D, Juliano SL. Viral infections of the central nervous system in Africa. Brain Res Bull 2019; 145:2-17. [PMID: 30658129 DOI: 10.1016/j.brainresbull.2018.12.019] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 12/17/2018] [Accepted: 12/19/2018] [Indexed: 12/26/2022]
Abstract
Viral infections are a major cause of human central nervous system infection, and may be associated with significant mortality, and long-term sequelae. In Africa, the lack of effective therapies, limited diagnostic and human resource facilities are especially in dire need. Most viruses that affect the central nervous system are opportunistic or accidental pathogens. Some of these viruses were initially considered harmless, however they have now evolved to penetrate the nervous system efficiently and exploit neuronal cell biology thus resulting in severe illness. A number of potentially lethal neurotropic viruses have been discovered in Africa and over the course of time shown their ability to spread wider afield involving other continents leaving a devastating impact in their trail. In this review we discuss key viruses involved in central nervous system disease and of major public health concern with respect to Africa. These arise from the families of Flaviviridae, Filoviridae, Retroviridae, Bunyaviridae, Rhabdoviridae and Herpesviridae. In terms of the number of cases affected by these viruses, HIV (Retroviridae) tops the list for morbidity, mortality and long term disability, while the Rift Valley Fever virus (Bunyaviridae) is at the bottom of the list. The most deadly are the Ebola and Marburg viruses (Filoviridae). This review describes their epidemiology and key neurological manifestations as regards the central nervous system such as meningoencephalitis and Guillain-Barré syndrome. The potential pathogenic mechanisms adopted by these viruses are debated and research perspectives suggested.
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Affiliation(s)
- Angelina Kakooza-Mwesige
- Department of Paediatrics & Child Health, Makerere University College of Health Sciences and Mulago Hospital, Kampala, Uganda; Astrid Lindgren Children's Hospital, Neuropediatric Research Unit, Karolinska Institutet, Sweden.
| | - Desire Tshala-Katumbay
- Department of Neurology and School of Public Health, Oregon Health & Science University, Portland, OR, USA; Department of Neurology, University of Kinshasa, and Institut National de Recherches Biomedicales, University of Kinshasa, Democratic Republic of the Congo.
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26
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Paraskevis D, Beloukas A, Stasinos K, Pantazis N, de Mendoza C, Bannert N, Meyer L, Zangerle R, Gill J, Prins M, d'Arminio Montforte A, Kran AMB, Porter K, Touloumi G. HIV-1 molecular transmission clusters in nine European countries and Canada: association with demographic and clinical factors. BMC Med 2019; 17:4. [PMID: 30616632 PMCID: PMC6323837 DOI: 10.1186/s12916-018-1241-1] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Accepted: 12/14/2018] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Knowledge of HIV-1 molecular transmission clusters (MTCs) is important, especially in large-scale datasets, for designing prevention programmes and public health intervention strategies. We used a large-scale HIV-1 sequence dataset from nine European HIV cohorts and one Canadian, to identify MTCs and investigate factors associated with the probability of belonging to MTCs. METHODS To identify MTCs, we applied maximum likelihood inferences on partial pol sequences from 8955 HIV-positive individuals linked to demographic and clinical data. MTCs were defined using two different criteria: clusters with bootstrap support >75% (phylogenetic confidence criterion) and clusters consisting of sequences from a specific region at a proportion of >75% (geographic criterion) compared to the total number of sequences within the network. Multivariable logistic regression analysis was used to assess factors associated with MTC clustering. RESULTS Although 3700 (41%) sequences belonged to MTCs, proportions differed substantially by country and subtype, ranging from 7% among UK subtype C sequences to 63% among German subtype B sequences. The probability of belonging to an MTC was independently less likely for women than men (OR = 0.66; P < 0.001), older individuals (OR = 0.79 per 10-year increase in age; P < 0.001) and people of non-white ethnicity (OR = 0.44; P < 0.001 and OR = 0.70; P = 0.002 for black and 'other' versus white, respectively). It was also more likely among men who have sex with men (MSM) than other risk groups (OR = 0.62; P < 0.001 and OR = 0.69; P = 0.002 for people who inject drugs, and sex between men and women, respectively), subtype B (ORs 0.36-0.70 for A, C, CRF01 and CRF02 versus B; all P < 0.05), having a well-estimated date of seroconversion (OR = 1.44; P < 0.001), a later calendar year of sampling (ORs 2.01-2.61 for all post-2002 periods versus pre-2002; all P < 0.01), and being naïve to antiretroviral therapy at sampling (OR = 1.19; P = 0.010). CONCLUSIONS A high proportion (>40%) of individuals belonged to MTCs. Notably, the HIV epidemic dispersal appears to be driven by subtype B viruses spread within MSM networks. Expansion of regional epidemics seems mainly associated with recent MTCs, rather than the growth of older, established ones. This information is important for designing prevention and public health intervention strategies.
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Affiliation(s)
- Dimitrios Paraskevis
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, 75 Mikras Asias Street, 115 27, Athens, Greece.
| | - Apostolos Beloukas
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, 75 Mikras Asias Street, 115 27, Athens, Greece.
- Institute of Infection and Global Health, University of Liverpool, Ronald Ross Building, 8 West Derby Street, Liverpool, L69 7BE, UK.
- Department of Biomedical Sciences, School of Health Sciences, University of West Attica, Agiou Spiridonos Str (Campus 1), 12243, Athens, Greece.
| | - Kostantinos Stasinos
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, 75 Mikras Asias Street, 115 27, Athens, Greece
| | - Nikos Pantazis
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, 75 Mikras Asias Street, 115 27, Athens, Greece
| | - Carmen de Mendoza
- Department of Internal Medicine, Puerta de Hierro Research Institute and University Hospital, Alle Manuel de Falla, 1, 28222, Madrid, Majadahonda, Spain
| | | | - Laurence Meyer
- Inserm, CESP U1018, Univ Paris-Sud, Department of Epidemiology and Population Health, APHP, Hôpital Bicêtre, 78 Rue du Général Leclerc, 94270, Le Kremlin-Bicêtre, France
| | - Robert Zangerle
- Department of Dermatology and Venerology, Innsbruck Medical University, Anichstraße 35, 6020, Innsbruck, Austria
| | - John Gill
- Department of Microbiology, Immunology and Infectious Diseases (MIID), University of Calgary, 269 Heritage Medical Research Building, 24 Ave NW, Calgary, Alberta, Canada
| | - Maria Prins
- Academic Medical Center, University of Amsterdam, Netherlands and Department of Infectious Diseases, Amsterdam Infection and Immunity Institute, Spui 21, 1012 WX, Amsterdam, Netherlands
| | | | - Anne-Marte Bakken Kran
- Department of Microbiology, Oslo University Hospital, OUS HF Rikshospitalet, Postboks 4950 Nydalen, 0424, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Sognsvannsveien 20, Rikshospitalet, 0372, Oslo, Norway
| | - Kholoud Porter
- University College London Institute for Global Health, Institute of Child Health, 3rd floor, 30 Guilford Street, London, WC1N 1EH, UK
| | - Giota Touloumi
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, 75 Mikras Asias Street, 115 27, Athens, Greece
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27
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Abstract
OBJECTIVE The International HIV Dementia Scale (IHDS) was developed as a tool to detect HIV-dementia in both industrialized and resource-limited settings. Studies employing the IHDS have produced mixed results, with recent data suggesting unusually high rates of dementia among Ugandans. This study aimed to define the performance characteristics of the IHDS in three African countries. DESIGN Cross-sectional study. METHODS We recruited 2208 HIV-infected and 429 HIV-uninfected individuals from East Africa (Kenya n = 1384; Tanzania n = 368; Uganda n = 456) who underwent testing with the IHDS and a 30-min neuropsychological testing battery. Cognitive impairment was defined as -1SD on two of six tests or -2SD on one test compared with demographically matched controls stratified by age and education. We examined predictive capacity of the IHDS to detect cognitive impairment using receiver-operator characteristic (ROC) curve analysis. RESULTS The mean (SD) ages of the HIV-infected and HIV-uninfected groups were 39.7 (10.7) and 37.4 (10.4), respectively. Among HIV-infected individuals, 1508 (68%) were on combination antiretroviral therapy (cART), 1298 (61%) had plasma viral load less than 500 copies/ml and 884 (38%) met criteria for cognitive impairment. Using the customary IHDS cut-off of 10, 1136 (83%) of the HIV-infected participants met criteria for dementia resulting in 91% sensitivity but only 17% specificity. A modified cut-off score of 8 derived from the ROC resulted in low sensitivity (56%) and specificity (64%). CONCLUSION The IHDS has poor performance characteristics for the identification of cognitive impairment in East Africa. Cultural-informed and sensitive screening tests are needed to detect mild cognitive dysfunctions in developing countries.
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28
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Malunguza NJ, Hove-Musekwa SD, Dube S, Mukandavire Z. Dynamical properties and thresholds of an HIV model with super-infection. MATHEMATICAL MEDICINE AND BIOLOGY-A JOURNAL OF THE IMA 2018; 34:493-522. [PMID: 27672183 DOI: 10.1093/imammb/dqw014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Accepted: 08/15/2016] [Indexed: 11/13/2022]
Abstract
Super-infection by multiple HIV-1 subtypes, previously thought restricted to high risk groups, has now been reported in the general heterosexual populations at relatively the same incidence rate as in high risk groups. We present a simple deterministic HIV model with super-infection by two HIV-1 subtypes. Mathematical characteristics including the basic reproductive number $(\mathcal{R}_0)$, invasion threshold $(\mathcal{R}_{21},\mathcal{R}_{12})$ and conditions for asymptotic stability are derived. In the absence of super-infection the model exhibits competitive exclusion, and all equilibria are globally attracting if they exist except for the disease free which is a saddle for $\mathcal{R}_0>1.$ The results show that the subtype with the dominant reproductive number exceeding unity dominates the weaker subtype forcing it to extinction regardless of the size of the reproductive number. On the other end, super-infection may promote subtype co-existence whenever the minimum of the subtype specific reproductive numbers $(\mathcal{R}_1,\mathcal{R}_2)$ and the invasion reproductive numbers $(\mathcal{R}_{12},\mathcal{R}_{21})$ exceed unity. Our results demonstrate that if the partial reproductive numbers $(\mathcal{R}_1~\mbox{and}~\mathcal{R}_2 )$ and the invasion reproductive number for the weaker subtype $(\mathcal{R}_{21})$ satisfy $\mathcal{R}_2<1,~\mathcal{R}_1>1~\mbox{and}~\mathcal{R}_{21}>1,$ then primary infection by subtype $1$ may stay the extinction of subtype $2$ despite its relatively low reproductive fitness. For certain parameter ranges, hysteresis (including backward bifurcation) occurs with possible differences in the asymptotic level of disease prevalence. Super-infection may thus facilitate the continued re-generation of reproductively noncompetent subtypes whose subtype specific reproductive numbers will be less than unity while at the same time allowing for the mutual coexistence and persistence of multiple strains. Persistence and co-existence of multiple strains has detrimental effect on vaccine design and development and administration of ART where one or more of the strains are drug resistant.
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Affiliation(s)
- N J Malunguza
- Department of Applied Mathematics, National University of Science and Technology, Bulawayo, Zimbabwe
| | - S D Hove-Musekwa
- Department of Applied Mathematics, National University of Science and Technology, Bulawayo, Zimbabwe
| | - S Dube
- Department of Applied Biology, National University of Science and Technology, Bulawayo, Zimbabwe
| | - Z Mukandavire
- Social and Mathematical Epidemiology Group, London School of Hygiene and Tropical Medicine, London, UK
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29
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Pinto AN, Hawke K, Castley A, Chibo D, Giallonardo FD, Cooper C, Sawleshwarkar S, Kelleher A, Dwyer DE. HIV-1 subtype diversity, transmitted drug resistance and phylogenetics in Australia. Future Virol 2018. [DOI: 10.2217/fvl-2018-0031] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Australia has maintained a low prevalence of HIV, with a mainly concentrated epidemic and successful public health response. With the widespread availability of HIV genotyping for resistance testing, and development of phylogenetic methodologies, the field of molecular epidemiology has evolved a deeper understanding of diversity and transmission dynamics of HIV. Studies combining HIV genotype with epidemiological data have allowed insights to be gained into the changing subtype diversity, rates of transmitted drug resistance and transmission networks of HIV in Australia. This review provides an overview of HIV molecular epidemiology studies in Australia.
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Affiliation(s)
- Angie N Pinto
- The Kirby Institute, The University of New South Wales, UNSW Sydney, Australia
| | - Karen Hawke
- South Australian Health & Medical Research Institute, Adelaide, South Australia
| | - Allison Castley
- PathWest, Clinical Immunology, Department of Health, Murdoch, Western Australia, Australia
| | - Doris Chibo
- HIV Characterization Laboratory, Victorian Infectious Diseases Reference Laboratory, Doherty Institute, Melbourne, Victoria, Australia
| | | | - Craig Cooper
- Positive Life NSW, Sydney, New South Wales, Australia
| | - Shailendra Sawleshwarkar
- The University of Sydney, Faculty of Medicine & Health, Westmead Clinical School, Western Sydney Sexual Health Centre, Parramatta, New South Wales, Australia
| | - Anthony Kelleher
- The Kirby Institute, The University of New South Wales, UNSW Sydney, Australia
| | - Dominic E Dwyer
- NSWHP-ICPMR, Westmead Hospital, Westmead, NSW, Australia
- Westmead Clinical School, University of Sydney, Westmead, Australia
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30
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Cho YK, Kim JE, Lee SH, Foley BT, Choi BS. Impact of HIV-1 subtype and Korean Red Ginseng on AIDS progression: comparison of subtype B and subtype D. J Ginseng Res 2018; 43:312-318. [PMID: 30976169 PMCID: PMC6437552 DOI: 10.1016/j.jgr.2018.07.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Revised: 07/11/2018] [Accepted: 07/16/2018] [Indexed: 11/18/2022] Open
Abstract
Background To date, no study has described disease progression in Asian patients infected with HIV-1 subtype D. Methods To determine whether the disease progression differs in patients infected with subtypes D and B prior to starting combination antiretroviral therapy, the annual decline (AD) in CD4+ T cell counts over 96 ± 59 months was retrospectively analyzed in 163 patients and compared in subtypes D and B based on the nef gene. Results CD4+ T cell AD was significantly higher in the six subtype D–infected patients than in the 157 subtype B–infected patients irrespective of Korean Red Ginseng (KRG) treatment (p < 0.001). Of these, two subtype D–infected patients and 116 subtype B–infected patients had taken KRG. AD was significantly lower in patient in the KRG-treated group than in those in the KRG-naïve group irrespective of subtype (p < 0.05). To control for the effect of KRG, patients not treated with KRG were analyzed, with AD found to be significantly greater in subtype D–infected patients than in subtype B–infected patients (p < 0.01). KRG treatment had a greater effect on AD in subtype D–infected patients than in subtype B–infected patients (4.5-fold vs. 1.6-fold). Mortality rates were significantly higher in both the 45 KRG-naïve (p < 0.001) and all 163 (p < 0.01) patients infected with subtype D than subtype B. Conclusion Subtype D infection is associated with a >2-fold higher risk of death and a 2.9-fold greater rate of progression than subtype B, regardless of KRG treatment.
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Affiliation(s)
- Young-Keol Cho
- Department of Microbiology, University of Ulsan College of Medicine, Seoul, Republic of Korea
- Corresponding author. Department of Microbiology, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul 05505, Republic of Korea.
| | - Jung-Eun Kim
- Department of Microbiology, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sun-Hee Lee
- Division of Infectious Diseases, Department of Internal Medicine, Pusan National University Hospital, Busan, Republic of Korea
| | - Brian T. Foley
- HIV Databases, Theoretical Biology and Biophysics Group, Los Alamos National Laboratory, Los Alamos, NM, USA
| | - Byeong-Sun Choi
- Division of AIDS, Center for Immunology and Pathology, Korea National Institute of Health, Chung-buk, Republic of Korea
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31
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Hernandez-Sanchez PG, Guerra-Palomares SE, Ramirez-GarciaLuna JL, Arguello JR, Noyola DE, Garcia-Sepulveda CA. Prevalence of Drug Resistance Mutations in Protease, Reverse Transcriptase, and Integrase Genes of North Central Mexico HIV Isolates. AIDS Res Hum Retroviruses 2018; 34:498-506. [PMID: 29620931 DOI: 10.1089/aid.2017.0257] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
This study set out to determine the frequency of antiretroviral drug resistance mutations in treatment-naive subjects of the north central Mexican state of San Luis Potosí. Mexican studies of antiretroviral drug resistance mutations have focused mainly on large metropolitan areas and border towns subjected to intense international migrations. This study set forth to describe the frequency of these mutations in a Mexican region less subjected to such migratory influences and more representative of smaller Mexican cities. Thirty-eight full-length pol sequences spanning the protease, reverse-transcriptase, and integrase-encoding regions were obtained from 42 treatment-naive human immunodeficiency virus (HIV)-infected subjects. Most exhibited subtype B homology, but CRF02_AG was also detected. Evidence of APOBEC3 hypermutation was seen in two samples. Calibrated population analysis revealed a surveillance drug resistance mutation prevalence of 4.9% for protease inhibitors, of 2.7% for nucleoside reverse transcriptase inhibitors, of 8.1% for non-nucleoside reverse transcriptase inhibitors, and an overall prevalence of 9.5%. This corresponds to an intermediate level of transmitted drug resistance according to the World Health Organization. The identification of integrase mutations suggests that transmitted drug mutations are being imported, as inhibitors targeting integrase have not been widely used in Mexico. Our results provide a greater understanding of HIV diversity in Mexico and highlight the way internal migrations allow HIV mutations and genetic features to permeate regions less subjected to international migrations. The implications of these findings will become more evident as Mexico hosts increased repatriations of migrants in the coming years.
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Affiliation(s)
- Pedro Gerardo Hernandez-Sanchez
- Laboratorio de Genómica Viral y Humana, Facultad de Medicina, Universidad Autónoma de San Luis Potosí, San Luis Potosí, México
| | | | - Jose Luis Ramirez-GarciaLuna
- Laboratorio de Genómica Viral y Humana, Facultad de Medicina, Universidad Autónoma de San Luis Potosí, San Luis Potosí, México
| | - Jesus Rafael Arguello
- Departamento de Inmunobiología Molecular, Centro de Investigación Biomédica, Universidad Autónoma de Coahuila, Torreón, México
| | - Daniel Ernesto Noyola
- Departamento de Microbiología, Facultad de Medicina, Universidad Autónoma de San Luis Potosí, San Luis Potosí, México
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Jumare J, Ndembi N, El-Kamary SS, Magder L, Hungerford L, Burdo T, Eyzaguirre LM, Dakum P, Umlauf A, Cherner M, Abimiku A, Charurat M, Blattner WA, Royal W. Cognitive Function Among Antiretroviral Treatment-Naive Individuals Infected With Human Immunodeficiency Virus Type 1 Subtype G Versus CRF02_AG in Nigeria. Clin Infect Dis 2018; 66:1448-1453. [PMID: 29182762 PMCID: PMC5905588 DOI: 10.1093/cid/cix1019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2017] [Accepted: 11/19/2017] [Indexed: 12/22/2022] Open
Abstract
Background Human immunodeficiency virus type 1 (HIV-1) subtype has been shown to be associated with disease progression. We compared cognitive function between individuals infected with HIV-1 subtype G and CRF02_AG in Nigeria. Methods For this cross-sectional study, samples were analyzed from 146 antiretroviral-naive participants. Genotypic analysis of plasma HIV RNA was performed by nested polymerase chain reaction of protease and reverse transcriptase genes, and sequences were aligned with curated HIV-1 subtype references. Cognitive status was determined using demographically adjusted T scores and global deficit score (GDS) obtained from a comprehensive neuropsychological test battery. Results A total of 76 (52.1%) participants were infected with CRF02_AG, 48 (32.8%) with subtype G, and 22 (15.1%) with other HIV-1 strains. In a multivariable linear regression adjusting for plasma HIV RNA, CD4 count, and depression score, mean global T score was lower among subtype G-infected compared with CRF02_AG-infected participants (mean difference, -3.0 [95% confidence interval {CI}, -5.2, to -.7]; P = .011). Also, T scores were significantly lower among subtype G- than CRF02_AG-infected participants for the speed of information processing, executive function, and verbal fluency ability domains. Adjusting for similar variables in a logistic regression, the odds of global cognitive impairment (GDS ≥0.5) were 2.2 times higher among subtype G compared with CRF02_AG-infected participants (odds ratio, 2.2 [95% CI, .9-5.4]; P = .078). Conclusions Cognitive performance was significantly worse among antiretroviral-naive individuals with HIV-1 subtype G vs CRF02_AG infection. Further studies are required to characterize the mechanistic basis for these differences.
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Affiliation(s)
| | | | | | | | | | - Tricia Burdo
- School of Medicine, Temple University, Philadelphia, Pennsylvania
| | | | - Patrick Dakum
- School of Medicine, University of Maryland, Baltimore
| | - Anya Umlauf
- School of Medicine, University of California, San Diego
| | | | | | - Man Charurat
- School of Medicine, University of Maryland, Baltimore
| | | | - Walter Royal
- School of Medicine, University of Maryland, Baltimore
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Mbondji-wonje C, Dong M, Wang X, Zhao J, Ragupathy V, Sanchez AM, Denny TN, Hewlett I. Distinctive variation in the U3R region of the 5' Long Terminal Repeat from diverse HIV-1 strains. PLoS One 2018; 13:e0195661. [PMID: 29664930 PMCID: PMC5903597 DOI: 10.1371/journal.pone.0195661] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 03/27/2018] [Indexed: 12/14/2022] Open
Abstract
Functional mapping of the 5’LTR has shown that the U3 and the R regions (U3R) contain a cluster of regulatory elements involved in the control of HIV-1 transcription and expression. As the HIV-1 genome is characterized by extensive variability, here we aimed to describe mutations in the U3R from various HIV-1 clades and CRFs in order to highlight strain specific differences that may impact the biological properties of diverse HIV-1 strains. To achieve our purpose, the U3R sequence of plasma derived virus belonging to different clades (A1, B, C, D, F2) and recombinants (CRF02_AG, CRF01_AE and CRF22_01A1) was obtained using Illumina technology. Overall, the R region was very well conserved among and across different strains, while in the U3 region the average inter-strains nucleotide dissimilarity was up to 25%. The TAR hairpin displayed a strain-distinctive cluster of mutations affecting the bulge and the loop, but mostly the stem. Like in previous studies we found a TATAA motif in U3 promoter region from the majority of HIV-1 strains and a TAAAA motif in CRF01_AE; but also in LTRs from CRF22_01A1 isolates. Although LTRs from CRF22_01A1 specimens were assigned CRF01_AE, they contained two NF-kB sites instead of the single TFBS described in CRF01_AE. Also, as previously describe in clade C isolates, we found no C/EBP binding site directly upstream of the enhancer region in CRF22_01A1 specimens. In our study, one-third of CRF02_AG LTRs displayed three NF-kB sites which have been mainly described in clade C isolates. Overall, the number, location and binding patterns of potential regulatory elements found along the U3R might be specific to some HIV-1 strains such as clade F2, CRF02_AG, CRF01_AE and CRF22_01A1. These features may be worth consideration as they may be involved in distinctive regulation of HIV-1 transcription and replication by different and diverse infecting strains.
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Affiliation(s)
- Christelle Mbondji-wonje
- Laboratory of Molecular Virology, Division of Emerging and Transfusion Transmitted Diseases, Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, United States of America
- Department of Molecular Biology, Faculty of Medicine, Pharmacy and Biomedical sciences, University of Douala, Douala, Cameroon
- * E-mail: (CM); (IH)
| | - Ming Dong
- U.S. Military HIV Research Program, Silver Spring, Maryland United States of America
| | - Xue Wang
- Laboratory of Molecular Virology, Division of Emerging and Transfusion Transmitted Diseases, Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, United States of America
| | - Jiangqin Zhao
- Laboratory of Molecular Virology, Division of Emerging and Transfusion Transmitted Diseases, Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, United States of America
| | - Viswanath Ragupathy
- Laboratory of Molecular Virology, Division of Emerging and Transfusion Transmitted Diseases, Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, United States of America
| | - Ana M. Sanchez
- Department of Medicine, Duke Human Vaccine Institute, Duke University Medical Center, Durham, North Carolina, United States
| | - Thomas N. Denny
- Department of Medicine, Duke Human Vaccine Institute, Duke University Medical Center, Durham, North Carolina, United States
| | - Indira Hewlett
- Laboratory of Molecular Virology, Division of Emerging and Transfusion Transmitted Diseases, Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, United States of America
- * E-mail: (CM); (IH)
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Sampathkumar R, Scott-Herridge J, Liang B, Kimani J, Plummer FA, Luo M. HIV-1 Subtypes and 5'LTR-Leader Sequence Variants Correlate with Seroconversion Status in Pumwani Sex Worker Cohort. Viruses 2017; 10:v10010004. [PMID: 29295533 PMCID: PMC5795417 DOI: 10.3390/v10010004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Revised: 12/18/2017] [Accepted: 12/20/2017] [Indexed: 01/04/2023] Open
Abstract
Within the Pumwani sex worker cohort, a subgroup remains seronegative, despite frequent exposure to HIV-1; some of them seroconverted several years later. This study attempts to identify viral variations in 5′LTR-leader sequences (5′LTR-LS) that might contribute to the late seroconversion. The 5′LTR-LS contains sites essential for replication and genome packaging, viz, primer binding site (PBS), major splice donor (SD), and major packaging signal (PS). The 5′LTR-LS of 20 late seroconverters (LSC) and 122 early seroconverters (EC) were amplified, cloned, and sequenced. HelixTree 6.4.3 was employed to classify HIV subtypes and sequence variants based on seroconversion status. We find that HIV-1 subtypes A1.UG and D.UG were overrepresented in the viruses infecting the LSC (P < 0.0001). Specific variants of PBS (Pc < 0.0001), SD1 (Pc < 0.0001), and PS (Pc < 0.0001) were present only in the viral population from EC or LSC. Combinations of PBS [PBS-2 (Pc < 0.0001) and PBS-3 (Pc < 0.0001)] variants with specific SD sequences were only seen in LSC or EC. Combinations of A1.KE or D with specific PBS and SD variants were only present in LSC or EC (Pc < 0.0001). Furthermore, PBS variants only present in LSC co-clustered with PBS references utilizing tRNAArg; whereas, the PBS variants identified only in EC co-clustered with PBS references using tRNALys,3 and its variants. This is the first report that specific PBS, SD1, and PS sequence variants within 5′LTR-LS are associated with HIV-1 seroconversion, and it could aid designing effective anti-HIV strategies.
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Affiliation(s)
- Raghavan Sampathkumar
- Department of Medical Microbiology, University of Manitoba, Winnipeg, MB, R3E 0J9, Canada.
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, R3E 3R2, Canada.
| | - Joel Scott-Herridge
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, R3E 3R2, Canada.
| | - Binhua Liang
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, R3E 3R2, Canada.
- Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, MB, R3E 0J9, Canada.
| | - Joshua Kimani
- Department of Medical Microbiology, University of Manitoba, Winnipeg, MB, R3E 0J9, Canada.
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya.
| | - Francis A Plummer
- Department of Medical Microbiology, University of Manitoba, Winnipeg, MB, R3E 0J9, Canada.
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, R3E 3R2, Canada.
| | - Ma Luo
- Department of Medical Microbiology, University of Manitoba, Winnipeg, MB, R3E 0J9, Canada.
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, R3E 3R2, Canada.
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Pérez-Parra S, Chueca N, Álvarez M, Pasquau J, Omar M, Collado A, Vinuesa D, Lozano AB, Yebra G, García F. High prevalence and diversity of HIV-1 non-B genetic forms due to immigration in southern Spain: A phylogeographic approach. PLoS One 2017; 12:e0186928. [PMID: 29084239 PMCID: PMC5662216 DOI: 10.1371/journal.pone.0186928] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2017] [Accepted: 10/10/2017] [Indexed: 11/18/2022] Open
Abstract
Phylogenetic studies are a valuable tool to understand viral transmission patterns and the role of immigration in HIV-1 spread. We analyzed the spatio-temporal relationship of different HIV-1 non-B subtype variants over time using phylogenetic analysis techniques. We collected 693 pol (PR+RT) sequences that were sampled from 2005 to 2012 from naïve patients in different hospitals in southern Spain. We used REGA v3.0 to classify them into subtypes and recombinant forms, which were confirmed by phylogenetic analysis through maximum likelihood (ML) using RAxML. For the main HIV-1 non-B variants, publicly available, genetically similar sequences were sought using HIV-BLAST. The presence of HIV-1 lineages circulating in our study population was established using ML and Bayesian inference (BEAST v1.7.5) and transmission networks were identified. We detected 165 (23.4%) patients infected with HIV-1 non-B variants: 104 (63%) with recombinant viruses in pol: CRF02_AG (71, 43%), CRF14_BG (8, 4.8%), CRF06_cpx (5, 3%) and nine other recombinant forms (11, 6.7%) and unique recombinants (9, 5.5%). The rest (61, 37%) were infected with non-recombinant subtypes: A1 (30, 18.2%), C (7, [4.2%]), D (3, [1.8%]), F1 (9, 5.5%) and G (12, 7.3%). Most patients infected with HIV-1 non-B variants were men (63%, p < 0.001) aged over 35 (73.5%, p < 0.001), heterosexuals (92.2%, p < 0.001), from Africa (59.5%, p < 0.001) and living in the El Ejido area (62.4%, p<0.001). We found lineages of epidemiological relevance (mainly within Subtype A1), imported primarily through female sex workers from East Europe. We detected 11 transmission clusters of HIV-1 non-B Subtypes, which included patients born in Spain in half of them. We present the phylogenetic profiles of the HIV-1 non-B variants detected in southern Spain, and explore their putative geographical origins. Our data reveals a high HIV-1 genetic diversity likely due to the import of viral lineages that circulate in other countries. The highly immigrated El Ejido area acts as a gateway through which different subtypes are introduced into other regions, hence the importance of setting up epidemiological control measures to prevent future outbreaks.
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Affiliation(s)
- Santiago Pérez-Parra
- Servicio de Microbiología Clínica, Hospital Universitario San Cecilio, Campus de la Salud e Instituto de Investigación IBS, Granada, Spain
| | - Natalia Chueca
- Servicio de Microbiología Clínica, Hospital Universitario San Cecilio, Campus de la Salud e Instituto de Investigación IBS, Granada, Spain
| | - Marta Álvarez
- Servicio de Microbiología Clínica, Hospital Universitario San Cecilio, Campus de la Salud e Instituto de Investigación IBS, Granada, Spain
| | - Juan Pasquau
- Servicio de Infecciosas, Hospital Virgen de las Nieves, Granada, Spain
| | - Mohamed Omar
- Servicio de Infecciosas, Hospital Ciudad de Jaén, Jaén, Spain
| | - Antonio Collado
- Servicio de Medicina Interna, Hospital de Torrecárdenas, Almería, Spain
| | - David Vinuesa
- Servicio de Infecciosas, Hospital Universitario San Cecilio, Granada, Spain
| | | | - Gonzalo Yebra
- The Roslin Institute, University of Edinburgh, Edinburgh, the United Kingdom
| | - Federico García
- Servicio de Microbiología Clínica, Hospital Universitario San Cecilio, Campus de la Salud e Instituto de Investigación IBS, Granada, Spain
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Drew VJ, Barro L, Seghatchian J, Burnouf T. Towards pathogen inactivation of red blood cells and whole blood targeting viral DNA/RNA: design, technologies, and future prospects for developing countries. BLOOD TRANSFUSION = TRASFUSIONE DEL SANGUE 2017; 15:512-521. [PMID: 28488960 PMCID: PMC5649960 DOI: 10.2450/2017.0344-16] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Accepted: 12/15/2016] [Indexed: 01/22/2023]
Abstract
Over 110 million units of blood are collected yearly. The need for blood products is greater in developing countries, but so is the risk of contracting a transfusion-transmitted infection. Without efficient donor screening/viral testing and validated pathogen inactivation technology, the risk of transfusion-transmitted infections correlates with the infection rate of the donor population. The World Health Organization has published guidelines on good manufacturing practices in an effort to ensure a strong global standard of transfusion and blood product safety. Sub-Saharan Africa is a high-risk region for malaria, human immunodeficiency virus (HIV), hepatitis B virus and syphilis. Southeast Asia experiences high rates of hepatitis C virus. Areas with a tropical climate have an increased risk of Zika virus, Dengue virus, West Nile virus and Chikungunya, and impoverished countries face economical limitations which hinder efforts to acquire the most modern pathogen inactivation technology. These systems include Mirasol® Pathogen Reduction Technology, INTERCEPT®, and THERAFLEX®. Their procedures use a chemical and ultraviolet or visible light for pathogen inactivation and significantly decrease the threat of pathogen transmission in plasma and platelets. They are licensed for use in Europe and are used in several other countries. The current interest in the blood industry is the development of pathogen inactivation technologies that can treat whole blood (WB) and red blood cell (RBC). The Mirasol system has recently undergone phase III clinical trials for treating WB in Ghana and has demonstrated some efficacy toward malaria inactivation and low risk of adverse effects. A 2nd-generation of the INTERCEPT® S-303 system for WB is currently undergoing a phase III clinical trial. Both methodologies are applicable for WB and components derived from virally reduced WB or RBC.
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Affiliation(s)
- Victor J. Drew
- International PhD Program of Biomedical Engineering, College of Biomedical Engineering, Taipei Medical University, Taiwan
| | - Lassina Barro
- International PhD Program of Biomedical Engineering, College of Biomedical Engineering, Taipei Medical University, Taiwan
- National Center of Blood Transfusion, Ouagadougou, Burkina Faso, United Kingdom
| | - Jerard Seghatchian
- International Consultancy in Blood Components Quality Improvement/Safety, Audit/Inspection and DDR Strategy, London, United Kingdom
| | - Thierry Burnouf
- International PhD Program of Biomedical Engineering, College of Biomedical Engineering, Taipei Medical University, Taiwan
- Graduate Institute of Biomedical Materials and Tissue Engineering, College of Biomedical Engineering, Taipei Medical University, Taiwan
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de Almeida SM, Barbosa FJ, Kamat R, de Pereira AP, Raboni SM, Rotta I, Ribeiro CE, Cherner M, Ellis RJ, Atkinson JH. Suicide risk and prevalence of major depressive disorder (MDD) among individuals infected with HIV-1 subtype C versus B in Southern Brazil. J Neurovirol 2016; 22:789-798. [PMID: 27431676 PMCID: PMC5130622 DOI: 10.1007/s13365-016-0454-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Revised: 04/15/2016] [Accepted: 05/02/2016] [Indexed: 10/21/2022]
Abstract
Major depressive disorder (MDD) is among the most prevalent neuropsychiatric disorders associated with HIV infection; however, its risks and neurobiologic correlates in diverse cultures are poorly understood. This study aimed to examine the frequency of MDD among HIV+ participants in southern Brazil. We hypothesized that the frequency and severity of MDD would be higher among individuals with HIV+ compared with HIV- and higher in HIV subtype B compared with C. Individuals with HIV (n = 39) as well as seronegative controls (n = 22) were enrolled in a cross-sectional, prospective, observational study. Current and lifetime history of MDD was diagnosed by MINI-Plus; symptom severity was assessed by Beck Depression Inventory-II (BDI-II). Current and past episodes of MDD were significantly more frequent in the HIV+ versus HIV- group: current MDD, 15 (38.5 %) vs. 0 (0 %), p = 0.0004; past MDD, 24 (61.5 %) vs. 3 (13.6 %), p = 0.0004. The median BDI-II score in the HIV+ group was significantly higher than that in the HIV- (13 (8-27.5) vs. 2.5 (1-5.5); p < 0.0001). Current suicide risk, defined as during the last month, was found in 18 % of participants in the HIV-positive and none in the HIV-negative group. Neither current MDD frequency (8 (57.1 %) vs. 6 (40 %), p = 0.47) nor BDI-II score differed across subtypes B and C. HIV+ group may be more likely to experience current MDD than HIV-. This was the first study to compare the frequency and severity of MDD in HIV subtypes B and C; we found no difference between HIV subtypes B and C.
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Affiliation(s)
- Sergio Monteiro de Almeida
- Universidade Federal do Paraná, Curitiba, Paraná, Brazil.
- Faculdades Pequeno Príncipe, Curitiba, Paraná; Instituto de Pesquisa Pelé Pequeno Príncipe, Curitiba, Paraná, Brazil.
- Hospital de Clínicas, UFPR, Seção de Virologia, Setor Análises Clínicas, Rua Padre Camargo, 280, Curitiba, PR, 80060-240, Brasil.
| | | | - Rujvi Kamat
- University of California, San Diego, CA, USA
| | | | | | - Indianara Rotta
- Universidade Federal do Paraná, Curitiba, Paraná, Brazil
- Faculdades Pequeno Príncipe, Curitiba, Paraná; Instituto de Pesquisa Pelé Pequeno Príncipe, Curitiba, Paraná, Brazil
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Venner CM, Nankya I, Kyeyune F, Demers K, Kwok C, Chen PL, Rwambuya S, Munjoma M, Chipato T, Byamugisha J, Van Der Pol B, Mugyenyi P, Salata RA, Morrison CS, Arts EJ. Infecting HIV-1 Subtype Predicts Disease Progression in Women of Sub-Saharan Africa. EBioMedicine 2016; 13:305-314. [PMID: 27751765 PMCID: PMC5264310 DOI: 10.1016/j.ebiom.2016.10.014] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Revised: 10/06/2016] [Accepted: 10/09/2016] [Indexed: 12/22/2022] Open
Abstract
INTRODUCTION Long-term natural history cohorts of HIV-1 in the absence of treatment provide the best measure of virulence by different viral subtypes. METHODS Newly HIV infected Ugandan and Zimbabwean women (N=303) were recruited and monitored for clinical, social, behavioral, immunological and viral parameters for 3 to 9.5years. RESULTS Ugandan and Zimbabwean women infected with HIV-1 subtype C had 2.5-fold slower rates of CD4 T-cell declines and higher frequencies of long-term non-progression than those infected with subtype A or D (GEE model, P<0.001), a difference not associated with any other clinical parameters. Relative replicative fitness and entry efficiency of HIV-1 variants directly correlated with virulence in the patients, subtype D>A>C (P<0.001, ANOVA). DISCUSSION HIV-1 subtype C was less virulent than either A or D in humans; the latter being the most virulent. Longer periods of asymptomatic HIV-1 subtype C could explain the continued expansion and dominance of subtype C in the global epidemic.
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Affiliation(s)
- Colin M Venner
- Department of Microbiology and Immunology, Western University, London, ON, Canada
| | - Immaculate Nankya
- Joint Clinical Research Centre, Kampala, Uganda; Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | | | - Korey Demers
- Joint Clinical Research Centre, Kampala, Uganda; Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Cynthia Kwok
- Family Health International 360, Durham, NC, USA
| | | | - Sandra Rwambuya
- Joint Clinical Research Centre, Kampala, Uganda; Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Marshall Munjoma
- Department of Obstetrics and Gynaecology, University of Zimbabwe, Harare, Zimbabwe
| | - Tsungai Chipato
- Department of Obstetrics and Gynaecology, University of Zimbabwe, Harare, Zimbabwe
| | | | - Barbara Van Der Pol
- Division of Infectious Diseases, Department of Medicine, University of Alabama at Birmingham, USA
| | | | - Robert A Salata
- Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | | | - Eric J Arts
- Department of Microbiology and Immunology, Western University, London, ON, Canada; Joint Clinical Research Centre, Kampala, Uganda; Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA.
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de Almeida SM, Rotta I, Jiang Y, Li X, Raboni SM, Ribeiro CE, Smith D, Potter M, Vaida F, Letendre S, Ellis RJ. Biomarkers of chemotaxis and inflammation in cerebrospinal fluid and serum in individuals with HIV-1 subtype C versus B. J Neurovirol 2016; 22:715-724. [PMID: 27400932 DOI: 10.1007/s13365-016-0437-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 03/11/2016] [Accepted: 03/16/2016] [Indexed: 11/30/2022]
Abstract
A defective chemokine motif in the HIV-1 Tat protein has been hypothesized to alter central nervous system cellular trafficking and inflammation, rendering HIV-1 subtype C less neuropathogenic than B. To evaluate this hypothesis, we compared biomarkers of cellular chemotaxis and inflammation in cerebrospinal fluid (CSF) and serum in individuals infected with HIV-1 subtypes B (n = 27) and C (n = 25) from Curitiba, Brazil. None had opportunistic infections. Chemokines (MCP-1, MIP-1α, MIP-1β, RANTES, IP-10) and cytokines (TNF-α, IFN-γ, IL-1β, IL-2, IL-4, IL-6, IL-7, IL-10) were measured using the multiplex bead suspension array immunoassays or ELISA HD. CSF and serum biomarker concentrations were compared between subtype B and C groups and HIV-positive and HIV-negative subjects (N = 19) using an independent group t test (unadjusted analysis) and linear regression (adjusted analysis), controlling for nadir CD4 and CSF and plasma HIV RNA suppression. CSF levels of cytokines and chemokines were significantly (p < 0.05) elevated in HIV-positive versus HIV-negative participants for 7/13 biomarkers measured, but levels did not differ for subtypes B and C. Serum levels were significantly elevated for 4/13 markers, with no significant differences between subtypes B and C. Although pleocytosis was much more frequent in HIV-positive than in HIV-negative individuals (27 vs. 0 %), subtypes B and C did not differ (32 and 22 %; p = 0.23). We did not find molecular evidence to support the hypothesis that intrathecal chemotaxis and inflammation is less in HIV-1 subtype C than in subtype B. Biomarker changes in CSF were more robust than in serum, suggesting compartmentalization of the immunological response to HIV.
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Affiliation(s)
- Sergio M de Almeida
- Universidade Federal do Paraná, Curitiba, Paraná, Brazil. .,Faculdades Pequeno Príncipe, Curitiba, Paraná, Brazil, Instituto de Pesquisa Pelé Pequeno Príncipe, Curitiba, Paraná, Brazil. .,Seção de Virologia, Setor Análises Clínicas, Hospital de Clínicas - UFPR, Rua Padre Camargo, 280, Curitiba, PR, Brazil, 80060-240.
| | - Indianara Rotta
- Universidade Federal do Paraná, Curitiba, Paraná, Brazil.,Faculdades Pequeno Príncipe, Curitiba, Paraná, Brazil, Instituto de Pesquisa Pelé Pequeno Príncipe, Curitiba, Paraná, Brazil
| | - Yanxin Jiang
- Alzheimer's Therapeutic Research Institute, University of Southern California, San Diego, CA, USA
| | - Xiao Li
- Chicago Cleaning House, Chicago, IL, USA
| | - Sonia M Raboni
- Universidade Federal do Paraná, Curitiba, Paraná, Brazil
| | - Clea E Ribeiro
- Universidade Federal do Paraná, Curitiba, Paraná, Brazil
| | - Davey Smith
- Division of Infectious Diseases, Department of Medicine, University of California, San Diego, CA, USA
| | - Michael Potter
- HIV Neurobehavioral Research Center, University of California, San Diego, San Diego, CA, USA
| | - Florin Vaida
- Division of Biostatistics and Bioinformatics, Department of Family Medicine and Public Health, University of California, San Diego, CA, USA
| | | | - Ronald J Ellis
- HIV Neurobehavioral Research Center, University of California, San Diego, San Diego, CA, USA.,Department of Neurosciences, University of California, San Diego, CA, USA
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Yusuf AJ, Hassan A, Mamman AI, Muktar HM, Suleiman AM, Baiyewu O. Prevalence of HIV-Associated Neurocognitive Disorder (HAND) among Patients Attending a Tertiary Health Facility in Northern Nigeria. J Int Assoc Provid AIDS Care 2016; 16:48-55. [PMID: 25331222 DOI: 10.1177/2325957414553839] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND HIV-associated neurocognitive disorder (HAND) is a great source of morbidity in sub-Saharan African region. However, the magnitude of this problem remains largely uninvestigated despite having the largest number of population with HIV/AIDS. The aim of this study is to determine the prevalence of HAND among patients attending a tertiary health facility in Nigeria. METHOD We conducted a cross-sectional study among HIV-positive patients on antiretroviral therapy (ART) for at least 1 year. They were assessed using the International HIV Dementia Scale, Word Recall Test, Stick Design Test, Subjective Cognitive Complaint Questionnaire, Alcohol Use Disorder Identification Test, Drug Abuse Screening Test, Center for Epidemiological Study-Depression Scale, Instrumental Activity of Daily Living, and neurological examination. The CD4 count and viral load were determined for all the participants. A consensus diagnosis was made on each case based on the Frascati criteria. Data obtained were analyzed using "SPSS" for Windows version 15. RESULTS A total of 418 HIV-positive patients participated in the study, of which 325 (77.8%) are females. The mean age (standard deviation) of the participants was 37.2 (9.3) years. The prevalence of HAND was 21.5% (95% confidence interval [CI] = 17.6%-25.4%), of which 9.6% were asymptomatic. The significant predictors of HAND in this study are duration of illness (odds ratio [OR] = 1.33 P < .001), detectable viral load (OR = 0.19, P < .001), CD4 count (OR = 0.99, P < .001), education (OR = 0.94, P = .011), stopping medication (OR = 3.55 P = .01), and severity of illness (OR = 1.24, P = .005). CONCLUSION One-fifth of the HIV-positive patients in this study had HAND. Various sociodemographic and clinical features were related to the prevalence of HAND.
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Affiliation(s)
- Abdulkareem Jika Yusuf
- 1 Department of Psychiatry, Faculty of Medicine, Ahmadu Bello University, Zaria, Nigeria
| | - Abdulaziz Hassan
- 2 Department of Haematology, Faculty of Medicine, Ahmadu Bello University, Zaria, Nigeria
| | - Aisha Indo Mamman
- 2 Department of Haematology, Faculty of Medicine, Ahmadu Bello University, Zaria, Nigeria
| | - Haruna Mohammed Muktar
- 2 Department of Haematology, Faculty of Medicine, Ahmadu Bello University, Zaria, Nigeria
| | - Aishatu Maude Suleiman
- 2 Department of Haematology, Faculty of Medicine, Ahmadu Bello University, Zaria, Nigeria
| | - Olusegun Baiyewu
- 3 Department of Psychiatry, College of Medicine, University of Ibadan, Ibadan, Nigeria
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Junqueira DM, Almeida SEDM. HIV-1 subtype B: Traces of a pandemic. Virology 2016; 495:173-84. [PMID: 27228177 DOI: 10.1016/j.virol.2016.05.003] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Revised: 05/01/2016] [Accepted: 05/03/2016] [Indexed: 11/18/2022]
Abstract
Human migration is a major process that shaped the origin and dissemination of HIV. Within HIV-1, subtype B (HIV-1B) is the most disseminated variant and it is assumed to be the causative agent in approximately 11% of all cases of HIV worldwide. Phylogenetic studies have revealed that HIV-1B emerged in Kinshasa (Africa) and was introduced into the Caribbean region via Haiti in or around 1966 by human migration. After localized dispersion, the virus was brought to the United States of America via homosexual/bisexual contact around 1969. Inside USA, the incidence of HIV-1B infection increased exponentially and it became established in the population, affecting not only homosexual individuals but also heterosexual individuals and injecting drug users. Soon after, the virus was disseminated and became established in other regions, including Europe, Asia, Latin America, and Australia. Recent studies suggest that, in addition to this pandemic clade, several lineages have emerged from Haiti and reached other Caribbean and Latin American countries via short-distance dissemination. Different subtype B genetic variants have also been detected in these epidemics. Four genetic variants have been described to date: subtype B', which mainly circulates in Thailand and other Asian countries; a specific variant mainly found in Trinidad and Tobago; the GPGS variant, which is primarily detected in Korea; and the GWGR variant, which is mainly detected in Brazil. This paper reviews the evolution of HIV-1B and its impact on the human population.
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Affiliation(s)
- Dennis Maletich Junqueira
- Centro de Desenvolvimento Científico e Tecnológico (CDCT), Fundação Estadual de Produção e Pesquisa em Saúde (FEPPS), Avenida Ipiranga, 5400 - Jd Botânico, Porto Alegre, RS, Brazil; Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Avenida Bento Gonçalves, 9800 - Agronomia, Porto Alegre, RS, Brazil; Centro Universitário Ritter dos Reis - UniRitter, Departamento de Ciências da Saúde, Avenida Orfanotrófio, 555 - Teresópolis, Porto Alegre, RS, Brazil.
| | - Sabrina Esteves de Matos Almeida
- Centro de Desenvolvimento Científico e Tecnológico (CDCT), Fundação Estadual de Produção e Pesquisa em Saúde (FEPPS), Avenida Ipiranga, 5400 - Jd Botânico, Porto Alegre, RS, Brazil; Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Avenida Bento Gonçalves, 9800 - Agronomia, Porto Alegre, RS, Brazil; Instituto de Ciências da Saúde, Universidade FEEVALE, Rodovia RS 239, 2755 - Vila Nova, Novo Hamburgo, RS, Brazil.
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Zhao X, Qian L, Qi D, Zhou D, Shen W, Liu Y, Liu C, Kong X. The 57th amino acid conveys the differential subcellular localization of human immunodeficiency virus-1 Tat derived from subtype B and C. Virus Genes 2016; 52:179-88. [PMID: 26832332 DOI: 10.1007/s11262-015-1267-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2015] [Accepted: 11/30/2015] [Indexed: 10/22/2022]
Abstract
The multifunctional transactivator Tat protein is an essentially regulatory protein for HIV-1 replication and it plays a role in pathogenesis of HIV-1 infection. At present, numerous experimental studies about HIV-1 Tat focus on subtype B, very few has been under study of subtype C-Tat. In view of the amino acid variation of the clade-specific Tat proteins, we hypothesized that the amino acid difference contributed to differential function of Tat proteins. In the present study, we documented that subtype B NL4-3 Tat and subtype C isolate HIV1084i Tat from pediatric patient in Zambia exhibited distinct nuclear localization by over-expressing fusion protein Tat-EGFP. Interestingly, 1084i Tat showed uniform nuclear distribution, whereas NL4-3 Tat primarily localized in nucleolus. The 57th amino acid, highly conserved between B-Tat (arginine) and C-Tat (serine), is located in the basic domain of Tat, and played an important role in this subcellular localization. Meanwhile, we found that substitution of arginine to serine at the site 57 decreases Tat transactivation of the HIV-1 LTR promoter.
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Affiliation(s)
- Xuechao Zhao
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Weijin Road No. 94, Nankai District, Tianjin, 300071, China
| | - Lingyu Qian
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Weijin Road No. 94, Nankai District, Tianjin, 300071, China
| | - Di Qi
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Weijin Road No. 94, Nankai District, Tianjin, 300071, China
| | - Deyu Zhou
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Weijin Road No. 94, Nankai District, Tianjin, 300071, China
| | - Wenyuan Shen
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Weijin Road No. 94, Nankai District, Tianjin, 300071, China
| | - Yu Liu
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Weijin Road No. 94, Nankai District, Tianjin, 300071, China
| | - Chang Liu
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Weijin Road No. 94, Nankai District, Tianjin, 300071, China
| | - Xiaohong Kong
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Weijin Road No. 94, Nankai District, Tianjin, 300071, China.
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Zhao X, Qian L, Zhou D, Qi D, Liu C, Kong X. Stability of HIV-1 subtype B and C Tat is associated with variation in the carboxyl-terminal region. Virol Sin 2016; 31:199-206. [PMID: 27007880 DOI: 10.1007/s12250-016-3681-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Accepted: 03/01/2016] [Indexed: 12/14/2022] Open
Abstract
The multifunctional trans-activator Tat is an essential regulatory protein for HIV-1 replication and is characterized by high sequence diversity. Numerous experimental studies have examined Tat in HIV-1 subtype B, but research on subtype C Tat is lacking, despite the high prevalence of infections caused by subtype C worldwide. We hypothesized that amino acid differences contribute to functional differences among Tat proteins. In the present study, we found that subtype B NL4-3 Tat and subtype C isolate HIV1084i Tat exhibited differences in stability by overexpressing the fusion protein Tat-Flag. In addition, 1084i Tat can activate LTR and NF-κB more efficiently than NL4-3 Tat. In analyses of the activities of the truncated forms of Tat, we found that the carboxyl-terminal region of Tat regulates its stability and transactivity. According to our results, we speculated that the differences in stability between B-Tat and C-Tat result in differences in transactivation ability.
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Affiliation(s)
- Xuechao Zhao
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Tianjin, 300071, China
| | - Lingyu Qian
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Tianjin, 300071, China
| | - Deyu Zhou
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Tianjin, 300071, China
| | - Di Qi
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Tianjin, 300071, China
| | - Chang Liu
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Tianjin, 300071, China
| | - Xiaohong Kong
- Laboratory of Medical Molecular Virology, School of Medicine, Nankai University, Tianjin, 300071, China.
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Mortality of treated HIV-1 positive individuals according to viral subtype in Europe and Canada: collaborative cohort analysis. AIDS 2016; 30:503-13. [PMID: 26562844 PMCID: PMC4711384 DOI: 10.1097/qad.0000000000000941] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
OBJECTIVES To estimate prognosis by viral subtype in HIV-1-infected individuals from start of antiretroviral therapy (ART) and after viral failure. DESIGN Collaborative analysis of data from eight European and three Canadian cohorts. METHODS Adults (N>20 000) who started triple ART between 1996 and 2012 and had data on viral subtype were followed for mortality. We estimated crude and adjusted (for age, sex, regimen, CD4 cell count, and AIDS at baseline, period of starting ART, stratified by cohort, region of origin and risk group) mortality hazard ratios (MHR) by subtype. We estimated MHR subsequent to viral failure defined as two HIV-RNA measurements greater than 500 copies/ml after achieving viral suppression. RESULTS The most prevalent subtypes were B (15 419; 74%), C (2091; 10%), CRF02AG (1057; 5%), A (873; 4%), CRF01AE (506; 2.4%), G (359; 1.7%), and D (232; 1.1%). Subtypes were strongly patterned by region of origin and risk group. During 104 649 person-years of observation, 1172/20 784 patients died. Compared with subtype B, mortality was higher for subtype A, but similar for all other subtypes. MHR for A versus B were 1.13 (95% confidence interval 0.85,1.50) when stratified by cohort, increased to 1.78 (1.27,2.51) on stratification by region and risk, and attenuated to 1.59 (1.14,2.23) on adjustment for covariates. MHR for A versus B was 2.65 (1.64,4.28) and 0.95 (0.57,1.57) for patients who started ART with CD4 cell count below, or more than, 100 cells/μl, respectively. There was no difference in mortality between subtypes A, B and C after viral failure. CONCLUSION Patients with subtype A had worse prognosis, an observation which may be confounded by socio-demographic factors.
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Nef exosomes isolated from the plasma of individuals with HIV-associated dementia (HAD) can induce Aβ(1-42) secretion in SH-SY5Y neural cells. J Neurovirol 2015; 22:179-90. [PMID: 26407718 DOI: 10.1007/s13365-015-0383-6] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2015] [Revised: 09/03/2015] [Accepted: 09/07/2015] [Indexed: 01/24/2023]
Abstract
In the era of combined antiretroviral therapy (CART), many of the complications due to HIV-1 infection have diminished. One exception is HIV-associated neurocognitive disorder (HAND). HAND is a spectrum of disorders in cognitive function that ranges from asymptomatic disease to severe dementia (HAD). The milder form of HAND has actually remained the same or slightly increased in prevalence in the CART era. Even in individuals who have maintained undetectable HIV RNA loads, viral proteins such as Nef and Tat can continue to be expressed. In this report, we show that Nef protein and nef messenger RNA (mRNA) are packaged into exosomes that remain in circulation in patients with HAD. Plasma-derived Nef exosomes from patients with HAD have the ability to interact with the neuroblastoma cell line SH-SY5Y and deliver nef mRNA. The mRNA can induce expression of Nef in target cells and subsequently increase expression and secretion of beta-amyloid (Aβ) and Aβ peptides. Increase secretion of amyloid peptide could contribute to cognitive impairment seen in HAND.
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46
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Impact of HIV-1 Subtype on the Time to CD4+ T-Cell Recovery in Combination Antiretroviral Therapy (cART)-Experienced Patients. PLoS One 2015; 10:e0137281. [PMID: 26335136 PMCID: PMC4559476 DOI: 10.1371/journal.pone.0137281] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Accepted: 08/16/2015] [Indexed: 11/19/2022] Open
Abstract
Human immunodeficiency virus type 1 (HIV-1) subtypes have been shown to differ in the rate of clinical progression. We studied the association between HIV-1 subtypes and the rate of CD4+ T-cell recovery in a longitudinal cohort of patients on combination antiretroviral therapy (cART). We studied 103 patients infected with CRF01_AE (69%) and subtype B (31%) who initiated cART between 2006 and 2013. Demographic data, CD4+ T-cell counts and HIV-1 viral load were abstracted from patient medical charts. Kaplan-Meier was used to estimate the time to CD4+ T-cell count increase to ≥350 between subtypes and effects of covariates were analysed using Cox proportional hazards. An 87% of the study population were male adults (mean age of 38.7 years old). Baseline CD4+ T-cell counts and viral loads, age at cART initiation, sex, ethnicity and co-infection did not differ significantly between subtypes. A shorter median time for CD4+ T-cell count increase to ≥350 cells/μL was observed for CRF01_AE (546 days; 95% confidence interval [CI], 186–906 days; P = .502) compared to subtype B (987 days; 95% CI, 894–1079 days). In multivariate analysis, female sex was significantly associated with a 2.7 times higher chance of achieving CD4+ T-cell recovery (adjusted hazard ratio [HR], 2.75; 95% CI, 1.21–6.22; P = .025) and both baseline CD4+ T-cell count (P = .001) and viral load (P = .001) were important predictors for CD4+ T-cell recovery. Immunological recovery correlated significantly with female sex, baseline CD4+ T-cell counts and viral load but not subtype.
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Lemonovich TL, Watkins RR, Morrison CS, Kwok C, Chipato T, Musoke R, Arts EJ, Nankya I, Salata RA. Differences in Clinical Manifestations of Acute and Early HIV-1 Infection between HIV-1 Subtypes in African Women. J Int Assoc Provid AIDS Care 2015; 14:415-22. [PMID: 24106054 PMCID: PMC4511722 DOI: 10.1177/2325957413504827] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Little is known about the differences in clinical manifestations between women with various HIV-1 subtypes during acute (AI) and early (EI) HIV infection. In a longitudinal cohort study, clinical signs and symptoms among Uganda and Zimbabwe women with AI and EI were compared with HIV-negative controls; symptoms were assessed quarterly for 15 to 24 months. Early HIV infection was defined as the first visit during which a woman tested HIV antibody positive. Women who were HIV negative serologically but DNA polymerase chain reaction positive were considered AI. In all, 26 women were classified AI and 192 EI, with 654 HIV-negative controls. Primary HIV infection (AI and EI) was associated with unexplained fever (P <.01), weight loss (P <.01), fatigue (P <.01), inguinal adenopathy (P <.01), and cervical friability (P =.01). More women with subtype C infection had unexplained fever, fatigue, and abnormal vaginal discharge compared to subtype A or D infection. Inguinal adenopathy occurred less often in women with subtype A infection than those with subtype C or D infection.
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Affiliation(s)
- Tracy L Lemonovich
- Division of Infectious Diseases and HIV Medicine, Case Western Reserve University, University Hospitals Case Medical Center, Cleveland, OH, USA
| | - Richard R Watkins
- Division of Infectious Diseases, Akron General Medical Center, Akron, OH, USA
| | | | | | - Tsungai Chipato
- Department of Obstetrics and Gynaecology, University of Zimbabwe Medical School, Harare, Zimbabwe
| | - Robert Musoke
- Department of Medicine, Makerere University College of Health Sciences, Kampala, Uganda
| | - Eric J Arts
- Division of Infectious Diseases and HIV Medicine, Case Western Reserve University, University Hospitals Case Medical Center, Cleveland, OH, USA
| | - Immaculate Nankya
- Division of Infectious Diseases and HIV Medicine, Case Western Reserve University, University Hospitals Case Medical Center, Cleveland, OH, USA
| | - Robert A Salata
- Division of Infectious Diseases and HIV Medicine, Case Western Reserve University, University Hospitals Case Medical Center, Cleveland, OH, USA
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Palm AA, Esbjörnsson J, Månsson F, Biague A, da Silva ZJ, Norrgren H, Jansson M, Medstrand P. Cocirculation of several similar but unique HIV-1 recombinant forms in Guinea-Bissau revealed by near full-length genomic sequencing. AIDS Res Hum Retroviruses 2015; 31:938-45. [PMID: 26066756 DOI: 10.1089/aid.2015.0073] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The dynamic HIV-1 epidemic has resulted in the emergence of several different subtypes and recombinant forms that may differ in biological properties. A recombinant form of CRF02_AG and subsubtype A3 (A3/02) was recently described based on env sequencing and was associated with faster disease progression rates compared with its parental strains. Here, we performed near full-length sequencing of the A3/02 variant to characterize the recombination patterns of a potential novel and more pathogenic circulating recombinant form of HIV-1 in Guinea-Bissau. HIV-1 proviral DNA was extracted from blood samples of individuals infected with the A3/02 recombinant form. The recombination patterns were investigated for six samples that were successfully amplified and sequenced. We found that all six full-length genomes were recombinant forms composed of CRF02_AG and A3 with a recombination hot-spot in the C2 region of env. However, the recombination patterns in the remaining genome differed between samples. Two samples displayed similar recombination profiles, indicative of a homogeneous recombinant form circulating in the population in Guinea-Bissau, whereas the remaining four samples represented unique recombinant forms. The characterization of five different recombination profiles indicated a high frequency of recombination. The recombination breakpoint in the C2 region was identified as the principal common feature shared between sequences, suggesting that this region may have an impact on disease progression rate. Since novel recombinant forms may have characteristics associated with a higher potential of spread in the human population, this study highlights the importance of continuous screening and surveillance of the HIV-1 epidemic.
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Affiliation(s)
- Angelica A. Palm
- Department of Experimental Medical Science Lund, Lund University, Lund, Sweden
- Department of Translational Medicine, Lund University, Malmö, Sweden
| | - Joakim Esbjörnsson
- Department of Translational Medicine, Lund University, Malmö, Sweden
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Fredrik Månsson
- Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Antonio Biague
- National Public Health Laboratory, Bissau, Guinea-Bissau
| | | | - Hans Norrgren
- Department of Clinical Sciences Lund, Lund University, Lund, Sweden
| | - Marianne Jansson
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
- Department of Laboratory Medicine Lund, Lund University, Lund, Sweden
| | - Patrik Medstrand
- Department of Translational Medicine, Lund University, Malmö, Sweden
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Krishnan G, Chatterjee N. Differential immune mechanism to HIV-1 Tat variants and its regulation by AEA [corrected]. Sci Rep 2015; 5:9887. [PMID: 25943894 PMCID: PMC4421801 DOI: 10.1038/srep09887] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Accepted: 03/18/2015] [Indexed: 01/06/2023] Open
Abstract
In the retina, Müller glia is a dominant player of immune response. The HIV-1 transactivator viral protein (Tat) induces production of several neurotoxic cytokines in retinal cells. We show that HIV-1 clades Tat B and C act differentially on Müller glia, which is reflected in apoptosis, activation of cell death pathway components and pro-inflammatory cytokines. The harsher immune-mediated pathology of Tat B, as opposed to milder effects of Tat C, manifests at several signal transduction pathways, notably, MAPK, STAT, SOCS, the NFκB signalosome, and TTP. In activated cells, anandamide (AEA), acting as an immune-modulator, suppresses Tat B effect through MKP-1 but Tat C action via MEK-1. AEA lowers nuclear NF-κB and TAB2 for both variants while elevating IRAK1BP1 in activated Müller glia. Müller glia exposed to Tat shows enhanced PBMC attachment. Tat-induced increase in leukocyte adhesion to Müller cells can be mitigated by AEA, involving both CB receptors. This study identifies multiple signalling components that drive immune-mediated pathology and contribute to disease severity in HIV clades. We show that the protective effects of AEA occur at various stages in cytokine generation and are clade-dependant.
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Affiliation(s)
- Gopinath Krishnan
- 1] L&T Department of Ocular Pathology, Vision Research Foundation, Sankara Nethralaya, 41 College Road, Chennai, 600006 India [2] Research Scholar, CeNTAB, School of Chemical and Biotechnology, SASTRA University, Tanjore, India
| | - Nivedita Chatterjee
- L&T Department of Ocular Pathology, Vision Research Foundation, Sankara Nethralaya, 41 College Road, Chennai, 600006 India
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Struck D, Lawyer G, Ternes AM, Schmit JC, Bercoff DP. COMET: adaptive context-based modeling for ultrafast HIV-1 subtype identification. Nucleic Acids Res 2014; 42:e144. [PMID: 25120265 PMCID: PMC4191385 DOI: 10.1093/nar/gku739] [Citation(s) in RCA: 281] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Viral sequence classification has wide applications in clinical, epidemiological, structural and functional categorization studies. Most existing approaches rely on an initial alignment step followed by classification based on phylogenetic or statistical algorithms. Here we present an ultrafast alignment-free subtyping tool for human immunodeficiency virus type one (HIV-1) adapted from Prediction by Partial Matching compression. This tool, named COMET, was compared to the widely used phylogeny-based REGA and SCUEAL tools using synthetic and clinical HIV data sets (1,090,698 and 10,625 sequences, respectively). COMET's sensitivity and specificity were comparable to or higher than the two other subtyping tools on both data sets for known subtypes. COMET also excelled in detecting and identifying new recombinant forms, a frequent feature of the HIV epidemic. Runtime comparisons showed that COMET was almost as fast as USEARCH. This study demonstrates the advantages of alignment-free classification of viral sequences, which feature high rates of variation, recombination and insertions/deletions. COMET is free to use via an online interface.
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Affiliation(s)
- Daniel Struck
- Laboratory of Retrovirology, CRP-Santé, 84, Val Fleuri, L-1526, Luxembourg
| | - Glenn Lawyer
- Department of Computational Biology and Applied Algorithmics, Max Planck Institute for Informatics, Campus E1 4, 66123 Saarbrücken, Germany
| | - Anne-Marie Ternes
- Laboratory of Retrovirology, CRP-Santé, 84, Val Fleuri, L-1526, Luxembourg
| | - Jean-Claude Schmit
- Laboratory of Retrovirology, CRP-Santé, 84, Val Fleuri, L-1526, Luxembourg
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