51
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Modeling the role of macrophages in HIV persistence during antiretroviral therapy. J Math Biol 2020; 81:369-402. [PMID: 32583031 DOI: 10.1007/s00285-020-01513-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Revised: 06/13/2020] [Indexed: 12/17/2022]
Abstract
HIV preferentially infects activated CD4+ T cells. Current antiretroviral therapy cannot eradicate the virus. Viral infection of other cells such as macrophages may contribute to viral persistence during antiretroviral therapy. In addition to cell-free virus infection, macrophages can also get infected when engulfing infected CD4+ T cells as innate immune sentinels. How macrophages affect the dynamics of HIV infection remains unclear. In this paper, we develop an HIV model that includes the infection of CD4+ T cells and macrophages via cell-free virus infection and cell-to-cell viral transmission. We derive the basic reproduction number and obtain the local and global stability of the steady states. Sensitivity and viral dynamics simulations show that even when the infection of CD4+ T cells is completely blocked by therapy, virus can still persist and the steady-state viral load is not sensitive to the change of treatment efficacy. Analysis of the relative contributions to viral replication shows that cell-free virus infection leads to the majority of macrophage infection. Viral transmission from infected CD4+ T cells to macrophages during engulfment accounts for a small fraction of the macrophage infection and has a negligible effect on the total viral production. These results suggest that macrophage infection can be a source contributing to HIV persistence during suppressive therapy. Improving drug efficacies in heterogeneous target cells is crucial for achieving HIV eradication in infected individuals.
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52
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Differences in HIV Markers between Infected Individuals Treated with Different ART Regimens: Implications for the Persistence of Viral Reservoirs. Viruses 2020; 12:v12050489. [PMID: 32349381 PMCID: PMC7290301 DOI: 10.3390/v12050489] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 04/23/2020] [Accepted: 04/24/2020] [Indexed: 12/17/2022] Open
Abstract
In adherent individuals, antiretroviral therapy (ART) suppresses HIV replication, restores immune function, and prevents the development of AIDS. However, ART is not curative and has to be followed lifelong. Persistence of viral reservoirs forms the major obstacle to an HIV cure. HIV latent reservoirs persist primarily by cell longevity and proliferation, but replenishment by residual virus replication despite ART has been proposed as another potential mechanism of HIV persistence. It is a matter of debate whether different ART regimens are equally potent in suppressing HIV replication. Here, we summarized the current knowledge on the role of ART regimens in HIV persistence, focusing on differences in residual plasma viremia and other virological markers of the HIV reservoir between infected individuals treated with combination ART composed of different antiretroviral drug classes.
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53
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Thomas J, Ruggiero A, Paxton WA, Pollakis G. Measuring the Success of HIV-1 Cure Strategies. Front Cell Infect Microbiol 2020; 10:134. [PMID: 32318356 PMCID: PMC7154081 DOI: 10.3389/fcimb.2020.00134] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 03/13/2020] [Indexed: 01/10/2023] Open
Abstract
HIV-1 eradication strategies aim to achieve viral remission in the absence of antiretroviral therapy (ART). The development of an HIV-1 cure remains challenging due to the latent reservoir (LR): long-lived CD4 T cells that harbor transcriptionally silent HIV-1 provirus. The LR is stable despite years of suppressive ART and is the source of rebound viremia following therapy interruption. Cure strategies such as "shock and kill" aim to eliminate or reduce the LR by reversing latency, exposing the infected cells to clearance via the immune response or the viral cytopathic effect. Alternative strategies include therapeutic vaccination, which aims to prime the immune response to facilitate control of the virus in the absence of ART. Despite promising advances, these strategies have been unable to significantly reduce the LR or increase the time to viral rebound but have provided invaluable insight in the field of HIV-1 eradication. The development and assessment of an HIV-1 cure requires robust assays that can measure the LR with sufficient sensitivity to detect changes that may occur following treatment. The viral outgrowth assay (VOA) is considered the gold standard method for LR quantification due to its ability to distinguish intact and defective provirus. However, the VOA is time consuming and resource intensive, therefore several alternative assays have been developed to bridge the gap between practicality and accuracy. Whilst a cure for HIV-1 infection remains elusive, recent advances in our understanding of the LR and methods for its eradication have offered renewed hope regarding achieving ART free viral remission.
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Affiliation(s)
- Jordan Thomas
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
| | - Alessandra Ruggiero
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom.,Immune and Infectious Disease Division, Academic Department of Pediatrics (DPUO), Bambino Gesù Children's Hospital, Rome, Italy
| | - William A Paxton
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
| | - Georgios Pollakis
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
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54
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Schwarzer R, Gramatica A, Greene WC. Reduce and Control: A Combinatorial Strategy for Achieving Sustained HIV Remissions in the Absence of Antiretroviral Therapy. Viruses 2020; 12:v12020188. [PMID: 32046251 PMCID: PMC7077203 DOI: 10.3390/v12020188] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2020] [Revised: 02/05/2020] [Accepted: 02/05/2020] [Indexed: 12/23/2022] Open
Abstract
Human immunodeficiency virus (HIV-1) indefinitely persists, despite effective antiretroviral therapy (ART), within a small pool of latently infected cells. These cells often display markers of immunologic memory and harbor both replication-competent and -incompetent proviruses at approximately a 1:100 ratio. Although complete HIV eradication is a highly desirable goal, this likely represents a bridge too far for our current and foreseeable technologies. A more tractable goal involves engineering a sustained viral remission in the absence of ART––a “functional cure.” In this setting, HIV remains detectable during remission, but the size of the reservoir is small and the residual virus is effectively controlled by an engineered immune response or other intervention. Biological precedence for such an approach is found in the post-treatment controllers (PTCs), a rare group of HIV-infected individuals who, following ART withdrawal, do not experience viral rebound. PTCs are characterized by a small reservoir, greatly reduced inflammation, and the presence of a poorly understood immune response that limits viral rebound. Our goal is to devise a safe and effective means for replicating durable post-treatment control on a global scale. This requires devising methods to reduce the size of the reservoir and to control replication of this residual virus. In the following sections, we will review many of the approaches and tools that likely will be important for implementing such a “reduce and control” strategy and for achieving a PTC-like sustained HIV remission in the absence of ART.
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55
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Anderson EM, Simonetti FR, Gorelick RJ, Hill S, Gouzoulis MA, Bell J, Rehm C, Pérez L, Boritz E, Wu X, Wells D, Hughes SH, Rao V, Coffin JM, Kearney MF, Maldarelli F. Dynamic Shifts in the HIV Proviral Landscape During Long Term Combination Antiretroviral Therapy: Implications for Persistence and Control of HIV Infections. Viruses 2020; 12:v12020136. [PMID: 31991737 PMCID: PMC7077288 DOI: 10.3390/v12020136] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 01/13/2020] [Accepted: 01/16/2020] [Indexed: 12/19/2022] Open
Abstract
Combination antiretroviral therapy (cART) controls but does not eradicate HIV infection; HIV persistence is the principal obstacle to curing infections. The proportion of defective proviruses increases during cART, but the dynamics of this process are not well understood, and a quantitative analysis of how the proviral landscape is reshaped after cART is initiated is critical to understanding how HIV persists. Here, we studied longitudinal samples from HIV infected individuals undergoing long term cART using multiplexed Droplet Digital PCR (ddPCR) approaches to quantify the proportion of deleted proviruses in lymphocytes. In most individuals undergoing cART, HIV proviruses that contain gag are lost more quickly than those that lack gag. Increases in the fraction of gag-deleted proviruses occurred only after 1–2 years of therapy, suggesting that the immune system, and/or toxicity of viral re-activation helps to gradually shape the proviral landscape. After 10–15 years on therapy, there were as many as 3.5–5 times more proviruses in which gag was deleted or highly defective than those containing intact gag. We developed a provirus-specific ddPCR approach to quantify individual clones. Investigation of a clone of cells containing a deleted HIV provirus integrated in the HORMAD2 gene revealed that the cells underwent a massive expansion shortly after cART was initiated until the clone, which was primarily in effector memory cells, dominated the population of proviruses for over 6 years. The expansion of this HIV-infected clone had substantial effects on the overall proviral population.
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Affiliation(s)
- Elizabeth M. Anderson
- HIV Dynamics and Replication Program, NCI, NIH, Frederick, MD 21702, USA; (E.M.A.); (F.R.S.); (S.H.); (M.A.G.); (S.H.H.); (M.F.K.)
- Department of Biology, The Catholic University of America, Washington, DC 20064, USA;
| | - Francesco R. Simonetti
- HIV Dynamics and Replication Program, NCI, NIH, Frederick, MD 21702, USA; (E.M.A.); (F.R.S.); (S.H.); (M.A.G.); (S.H.H.); (M.F.K.)
| | - Robert J. Gorelick
- Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA; (R.J.G.); (J.B.)
| | - Shawn Hill
- HIV Dynamics and Replication Program, NCI, NIH, Frederick, MD 21702, USA; (E.M.A.); (F.R.S.); (S.H.); (M.A.G.); (S.H.H.); (M.F.K.)
| | - Monica A. Gouzoulis
- HIV Dynamics and Replication Program, NCI, NIH, Frederick, MD 21702, USA; (E.M.A.); (F.R.S.); (S.H.); (M.A.G.); (S.H.H.); (M.F.K.)
| | - Jennifer Bell
- Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA; (R.J.G.); (J.B.)
| | - Catherine Rehm
- Laboratory of Immunoregulation, NIAID, NIH, Bethesda, MD 20814, USA;
| | - Liliana Pérez
- Virus Persistence and Dynamics Section, VRC, NIAID, NIH, Bethesda, MD 20814, USA; (L.P.); (E.B.)
| | - Eli Boritz
- Virus Persistence and Dynamics Section, VRC, NIAID, NIH, Bethesda, MD 20814, USA; (L.P.); (E.B.)
| | - Xiaolin Wu
- Cancer Research Technology Program, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA; (X.W.); (D.W.)
| | - Daria Wells
- Cancer Research Technology Program, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702, USA; (X.W.); (D.W.)
| | - Stephen H. Hughes
- HIV Dynamics and Replication Program, NCI, NIH, Frederick, MD 21702, USA; (E.M.A.); (F.R.S.); (S.H.); (M.A.G.); (S.H.H.); (M.F.K.)
| | - Venigalla Rao
- Department of Biology, The Catholic University of America, Washington, DC 20064, USA;
| | - John M. Coffin
- Department of Biology, Tufts University, Boston, MA 02155, USA;
| | - Mary F. Kearney
- HIV Dynamics and Replication Program, NCI, NIH, Frederick, MD 21702, USA; (E.M.A.); (F.R.S.); (S.H.); (M.A.G.); (S.H.H.); (M.F.K.)
| | - Frank Maldarelli
- HIV Dynamics and Replication Program, NCI, NIH, Frederick, MD 21702, USA; (E.M.A.); (F.R.S.); (S.H.); (M.A.G.); (S.H.H.); (M.F.K.)
- Correspondence: ; Tel.: +01-301-846-5611
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56
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Liu R, Simonetti FR, Ho YC. The forces driving clonal expansion of the HIV-1 latent reservoir. Virol J 2020; 17:4. [PMID: 31910871 PMCID: PMC6947923 DOI: 10.1186/s12985-019-1276-8] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Accepted: 12/23/2019] [Indexed: 12/12/2022] Open
Abstract
Despite antiretroviral therapy (ART) which halts HIV-1 replication and reduces plasma viral load to clinically undetectable levels, viral rebound inevitably occurs once ART is interrupted. HIV-1-infected cells can undergo clonal expansion, and these clonally expanded cells increase over time. Over 50% of latent reservoirs are maintained through clonal expansion. The clonally expanding HIV-1-infected cells, both in the blood and in the lymphoid tissues, contribute to viral rebound. The major drivers of clonal expansion of HIV-1-infected cells include antigen-driven proliferation, homeostatic proliferation and HIV-1 integration site-dependent proliferation. Here, we reviewed how viral, immunologic and genomic factors contribute to clonal expansion of HIV-1-infected cells, and how clonal expansion shapes the HIV-1 latent reservoir. Antigen-specific CD4+ T cells specific for different pathogens have different clonal expansion dynamics, depending on antigen exposure, cytokine profiles and exhaustion phenotypes. Homeostatic proliferation replenishes the HIV-1 latent reservoir without inducing viral expression and immune clearance. Integration site-dependent proliferation, a mechanism also deployed by other retroviruses, leads to slow but steady increase of HIV-1-infected cells harboring HIV-1 proviruses integrated in the same orientation at specific sites of certain cancer-related genes. Targeting clonally expanding HIV-1 latent reservoir without disrupting CD4+ T cell function is a top priority for HIV-1 eradication.
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Affiliation(s)
- Runxia Liu
- Department of Microbial Pathogenesis, Yale University, New Haven, CT, 06519, USA
| | | | - Ya-Chi Ho
- Department of Microbial Pathogenesis, Yale University, New Haven, CT, 06519, USA.
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57
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Falcinelli SD, Ceriani C, Margolis DM, Archin NM. New Frontiers in Measuring and Characterizing the HIV Reservoir. Front Microbiol 2019; 10:2878. [PMID: 31921056 PMCID: PMC6930150 DOI: 10.3389/fmicb.2019.02878] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Accepted: 11/28/2019] [Indexed: 12/13/2022] Open
Abstract
A cure for HIV infection remains elusive due to the persistence of replication-competent HIV proviral DNA during suppressive antiretroviral therapy (ART). With the exception of rare elite or post-treatment controllers of viremia, withdrawal of ART invariably results in the rebound of viremia and progression of HIV disease. A thorough understanding of the reservoir is necessary to develop new strategies in order to reduce or eliminate the reservoir. However, there is significant heterogeneity in the sequence composition, genomic location, stability, and expression of the HIV reservoir both within and across individuals, and a majority of proviral sequences are replication-defective. These factors, and the low frequency of persistently infected cells in individuals on suppressive ART, make understanding the reservoir and its response to experimental reservoir reduction interventions challenging. Here, we review the characteristics of the HIV reservoir, state-of-the-art assays to measure and characterize the reservoir, and how these assays can be applied to accurately detect reductions in reservoir during efforts to develop a cure for HIV infection. In particular, we highlight recent advances in the development of direct measures of provirus, including intact proviral DNA assays and full-length HIV DNA sequencing with integration site analysis. We also focus on novel techniques to quantitate persistent and inducible HIV, including RNA sequencing and RNA/gag protein staining techniques, as well as modified viral outgrowth methods that seek to improve upon throughput, sensitivity and dynamic range.
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Affiliation(s)
- Shane D Falcinelli
- UNC HIV Cure Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.,Department of Microbiology and Immunology, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Cristina Ceriani
- UNC HIV Cure Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.,Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - David M Margolis
- UNC HIV Cure Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.,Department of Microbiology and Immunology, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.,Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Nancie M Archin
- UNC HIV Cure Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.,Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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