1
|
Murray JM. Dynamics of latent HIV under clonal expansion. PLoS Pathog 2021; 17:e1010165. [PMID: 34929000 PMCID: PMC8722732 DOI: 10.1371/journal.ppat.1010165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 01/03/2022] [Accepted: 12/02/2021] [Indexed: 11/23/2022] Open
Abstract
The HIV latent reservoir exhibits slow decay on antiretroviral therapy (ART), impacted by homeostatic proliferation and activation. How these processes contribute to the total dynamic while also producing the observed profile of sampled latent clone sizes is unclear. An agent-based model was developed that tracks individual latent clones, incorporating homeostatic proliferation of cells and activation of clones. The model was calibrated to produce observed latent reservoir dynamics as well as observed clonal size profiles. Simulations were compared to previously published latent HIV integration data from 5 adults and 3 children. The model simulations reproduced reservoir dynamics as well as generating residual plasma viremia levels (pVL) consistent with observations on ART. Over 382 Latin Hypercube Sample simulations, the median latent reservoir grew by only 0.3 log10 over the 10 years prior to ART initiation, after which time it decreased with a half-life of 15 years, despite number of clones decreasing at a faster rate. Activation produced a maximum size of genetically intact clones of around one million cells. The individual simulation that best reproduced the sampled clone profile, produced a reservoir that decayed with a 13.9 year half-life and where pVL, produced mainly from proliferation, decayed with a half-life of 10.8 years. These slow decay rates were achieved with mean cell life-spans of only 14.2 months, due to expansion of the reservoir through proliferation and activation. Although the reservoir decayed on ART, a number of clones increased in size more than 4,000-fold. While small sampled clones may have expanded through proliferation, the large sizes exclusively arose from activation. Simulations where homeostatic proliferation contributed more to pVL than activation, produced pVL that was less variable over time and exhibited fewer viral blips. While homeostatic proliferation adds to the latent reservoir, activation can both add and remove latent cells. Latent activation can produce large clones, where these may have been seeded much earlier than when first sampled. Elimination of the reservoir is complicated by expanding clones whose dynamic differ considerably to that of the entire reservoir. The HIV latent reservoir decreases slowly on antiretroviral therapy (ART). However there are cellular processes operating within this reservoir that can expand or contract subpopulations. This means that what is happening at the macro level may not be reflected at the micro level. To investigate this, we analysed published data on HIV latent clone sizes. By constructing an agent model incorporating the processes of cellular activation and proliferation, we were able to show that activation can expand clone sizes significantly even while on ART. Homeostatic proliferation also plays a role in maintaining the reservoir but these clones, though more frequent, are much smaller in size. Our calculations also show that activation and proliferation of the intact latent reservoir can lead to some of these cells becoming virally productive to a level consistent with observed residual viremia during ART. This analysis explains how normal cellular processes restructure the make-up of the latent reservoir and contribute to residual viremia.
Collapse
Affiliation(s)
- John M. Murray
- School of Mathematics and Statistics, UNSW Sydney, Australia
- * E-mail:
| |
Collapse
|
2
|
Sanche S, Sheehan N, Mesplède T, Wainberg MA, Li J, Nekka F. A Mathematical Model to Predict HIV Virological Failure and Elucidate the Role of Lymph Node Drug Penetration. CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY 2017; 6:469-476. [PMID: 28556627 PMCID: PMC5706346 DOI: 10.1002/psp4.12200] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Revised: 02/28/2017] [Accepted: 04/03/2017] [Indexed: 12/14/2022]
Abstract
Preventing virological failure following HIV treatment remains a difficult task that is further complicated by the emergence of drug resistance. We have developed a mathematical model able to explain and predict HIV virological outcomes for various compounds and patients' drug intake patterns. Compared to current approaches, this model considers, altogether, drug penetration into lymph nodes, a refined adherence representation accounting for the propensity for long drug holidays, population pharmacokinetic and pharmacodynamic variability, drug interaction, and crossresistance. In silico results are consistent with clinical observations for treatment with efavirenz, efavirenz in association with tenofovir DF and emtricitabine, or boosted darunavir. Our findings indicate that limited lymph node drug penetration can account for a large proportion of cases of virological failure and drug resistance. Since a limited amount of information is required by the model, it can be of use in the process of drug discovery and to guide clinical treatment strategies.
Collapse
Affiliation(s)
- S Sanche
- Faculté de Pharmacie de l'Université de Montréal, Montréal, Québec, Canada
| | - N Sheehan
- Faculté de Pharmacie de l'Université de Montréal, Montréal, Québec, Canada.,Chronic Viral Illness Service, McGill University Health Centre, Montréal, Québec, Canada.,McGill University AIDS Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada
| | - T Mesplède
- McGill University AIDS Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada
| | - M A Wainberg
- McGill University AIDS Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada
| | - J Li
- Faculté de Pharmacie de l'Université de Montréal, Montréal, Québec, Canada
| | - F Nekka
- Faculté de Pharmacie de l'Université de Montréal, Montréal, Québec, Canada
| |
Collapse
|
3
|
Zaunders J, Danta M, Bailey M, Mak G, Marks K, Seddiki N, Xu Y, Templeton DJ, Cooper DA, Boyd MA, Kelleher AD, Koelsch KK. CD4 + T Follicular Helper and IgA + B Cell Numbers in Gut Biopsies from HIV-Infected Subjects on Antiretroviral Therapy Are Similar to HIV-Uninfected Individuals. Front Immunol 2016; 7:438. [PMID: 27822211 PMCID: PMC5075890 DOI: 10.3389/fimmu.2016.00438] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2016] [Accepted: 10/04/2016] [Indexed: 01/09/2023] Open
Abstract
Background Disruption of gastrointestinal tract epithelial and immune barriers contribute to microbial translocation, systemic inflammation, and progression of HIV-1 infection. Antiretroviral therapy (ART) may lead to reconstitution of CD4+ T cells in gut-associated lymphoid tissue (GALT), but its impact on humoral immunity within GALT is unclear. Therefore, we studied CD4+ subsets, including T follicular helper cells (Tfh), as well as resident B cells that have switched to IgA production, in gut biopsies, from HIV+ subjects on suppressive ART compared to HIV-negative controls (HNC). Methods Twenty-three HIV+ subjects on ART and 22 HNC undergoing colonoscopy were recruited to the study. Single-cell suspensions were prepared from biopsies from left colon (LC), right colon (RC), and terminal ileum (TI). T and B lymphocyte subsets, as well as EpCAM+ epithelial cells, were accurately enumerated by flow cytometry, using counting beads. Results No significant differences in the number of recovered epithelial cells were observed between the two subject groups. However, the median TI CD4+ T cell count/106 epithelial cells was 2.4-fold lower in HIV+ subjects versus HNC (19,679 versus 47,504 cells; p = 0.02). Similarly, median LC CD4+ T cell counts were reduced in HIV+ subjects (8,358 versus 18,577; p = 0.03) but were not reduced in RC. Importantly, we found no significant differences in Tfh or IgA+ B cell counts at either site between HIV+ subjects and HNC. Further analysis showed no difference in CD4+, Tfh, or IgA+ B cell counts between subjects who commenced ART in primary compared to chronic HIV-1 infection. Despite the decrease in total CD4 T cells, we could not identify a selective decrease of other key subsets of CD4+ T cells, including CCR5+ cells, CD127+ long-term memory cells, CD103+ tissue-resident cells, or CD161+ cells (surrogate marker for Th17), but there was a slight increase in the proportion of T regulatory cells. Conclusion While there were lower absolute CD4+ counts in the TI and LC in HIV+ subjects on ART, they were not associated with significantly reduced Tfh cell counts or IgA+ B cells, suggesting that this important vanguard of adaptive immune defense against luminal microbial products is normalized following ART.
Collapse
Affiliation(s)
- John Zaunders
- St Vincent's Centre for Applied Medical Research, St Vincent's Hospital, Sydney, NSW, Australia; The Kirby Institute, The University of New South Wales, Sydney, NSW, Australia
| | - Mark Danta
- St Vincent's Hospital, Clinical School , Sydney, NSW , Australia
| | - Michelle Bailey
- The Kirby Institute, The University of New South Wales , Sydney, NSW , Australia
| | - Gerald Mak
- St Vincent's Hospital, Clinical School , Sydney, NSW , Australia
| | - Katherine Marks
- St Vincent's Centre for Applied Medical Research, St Vincent's Hospital , Sydney, NSW , Australia
| | - Nabila Seddiki
- Equipe 16, INSERM U955, Créteil, France; Faculté de médecine, Université Paris Est, Créteil, France; Vaccine Research Institute (VRI), Créteil, France
| | - Yin Xu
- The Kirby Institute, The University of New South Wales , Sydney, NSW , Australia
| | - David J Templeton
- The Kirby Institute, The University of New South Wales, Sydney, NSW, Australia; RPA Sexual Health, Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - David A Cooper
- St Vincent's Centre for Applied Medical Research, St Vincent's Hospital, Sydney, NSW, Australia; The Kirby Institute, The University of New South Wales, Sydney, NSW, Australia
| | - Mark A Boyd
- The Kirby Institute, The University of New South Wales , Sydney, NSW , Australia
| | - Anthony D Kelleher
- St Vincent's Centre for Applied Medical Research, St Vincent's Hospital, Sydney, NSW, Australia; The Kirby Institute, The University of New South Wales, Sydney, NSW, Australia
| | - Kersten K Koelsch
- The Kirby Institute, The University of New South Wales , Sydney, NSW , Australia
| |
Collapse
|
4
|
Abstract
Retroviral vector gene therapy is a promising approach to treating HIV-1. However, integrated vectors are mutagens with the potential to dysregulate nearby genes and cause severe adverse side effects. Leukemia has already been a documented severe adverse event in gene therapy clinical trials for the treatment of primary immunodeficiencies. These side effects will need to be reduced or avoided if retroviral vectors are to be used clinically for HIV-1 treatment. The addition of chromatin insulators to retroviral vectors is a potential strategy for reducing adverse side effects. Insulators have already been effectively used in retroviral vectors to reduce genotoxicity in pre-clinical studies. Here, we will review how insulators function, genotoxicity in gene therapy clinical trials, the design of insulated retroviral vectors, promising results from insulated retroviral vector studies, and considerations for the development of insulated retroviral treatment vectors for HIV-1 gene therapy.
Collapse
Affiliation(s)
- Diana L. Browning
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164, USA;
| | - Grant D. Trobridge
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164, USA;
- Pharmaceutical Sciences, College of Pharmacy, Washington State University Spokane, Spokane, WA 99202, USA
- Correspondence: ; Tel.: +1-509-368-6535
| |
Collapse
|
5
|
Herrera-Carrillo E, Berkhout B. Bone Marrow Gene Therapy for HIV/AIDS. Viruses 2015; 7:3910-36. [PMID: 26193303 PMCID: PMC4517133 DOI: 10.3390/v7072804] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2015] [Revised: 07/09/2015] [Accepted: 07/13/2015] [Indexed: 12/24/2022] Open
Abstract
Bone marrow gene therapy remains an attractive option for treating chronic immunological diseases, including acquired immunodeficiency syndrome (AIDS) caused by human immunodeficiency virus (HIV). This technology combines the differentiation and expansion capacity of hematopoietic stem cells (HSCs) with long-term expression of therapeutic transgenes using integrating vectors. In this review we summarize the potential of bone marrow gene therapy for the treatment of HIV/AIDS. A broad range of antiviral strategies are discussed, with a particular focus on RNA-based therapies. The idea is to develop a durable gene therapy that lasts the life span of the infected individual, thus contrasting with daily drug regimens to suppress the virus. Different approaches have been proposed to target either the virus or cellular genes encoding co-factors that support virus replication. Some of these therapies have been tested in clinical trials, providing proof of principle that gene therapy is a safe option for treating HIV/AIDS. In this review several topics are discussed, ranging from the selection of the antiviral molecule and the viral target to the optimal vector system for gene delivery and the setup of appropriate preclinical test systems. The molecular mechanisms used to formulate a cure for HIV infection are described, including the latest antiviral strategies and their therapeutic applications. Finally, a potent combination of anti-HIV genes based on our own research program is described.
Collapse
Affiliation(s)
- Elena Herrera-Carrillo
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam, Amsterdam 1105 AZ, The Netherlands.
| | - Ben Berkhout
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam, Amsterdam 1105 AZ, The Netherlands.
| |
Collapse
|
6
|
Rothenberger MK, Keele BF, Wietgrefe SW, Fletcher CV, Beilman GJ, Chipman JG, Khoruts A, Estes JD, Anderson J, Callisto SP, Schmidt TE, Thorkelson A, Reilly C, Perkey K, Reimann TG, Utay NS, Nganou Makamdop K, Stevenson M, Douek DC, Haase AT, Schacker TW. Large number of rebounding/founder HIV variants emerge from multifocal infection in lymphatic tissues after treatment interruption. Proc Natl Acad Sci U S A 2015; 112:E1126-34. [PMID: 25713386 PMCID: PMC4364237 DOI: 10.1073/pnas.1414926112] [Citation(s) in RCA: 220] [Impact Index Per Article: 24.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Antiretroviral therapy (ART) suppresses HIV replication in most individuals but cannot eradicate latently infected cells established before ART was initiated. Thus, infection rebounds when treatment is interrupted by reactivation of virus production from this reservoir. Currently, one or a few latently infected resting memory CD4 T cells are thought be the principal source of recrudescent infection, but this estimate is based on peripheral blood rather than lymphoid tissues (LTs), the principal sites of virus production and persistence before initiating ART. We, therefore, examined lymph node (LN) and gut-associated lymphoid tissue (GALT) biopsies from fully suppressed subjects, interrupted therapy, monitored plasma viral load (pVL), and repeated biopsies on 12 individuals as soon as pVL became detectable. Isolated HIV RNA-positive (vRNA+) cells were detected by in situ hybridization in LTs obtained before interruption in several patients. After interruption, multiple foci of vRNA+ cells were detected in 6 of 12 individuals as soon as pVL was measureable and in some subjects, in more than one anatomic site. Minimal estimates of the number of rebounding/founder (R/F) variants were determined by single-gene amplification and sequencing of viral RNA or DNA from peripheral blood mononuclear cells and plasma obtained at or just before viral recrudescence. Sequence analysis revealed a large number of R/F viruses representing recrudescent viremia from multiple sources. Together, these findings are consistent with the origins of recrudescent infection by reactivation from many latently infected cells at multiple sites. The inferred large pool of cells and sites to rekindle recrudescent infection highlights the challenges in eradicating HIV.
Collapse
Affiliation(s)
| | - Brandon F Keele
- AIDS and Cancer Virus Program, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702
| | | | | | - Gregory J Beilman
- Department of Surgery, University of Minnesota, Minneapolis, MN 55455
| | - Jeffrey G Chipman
- Department of Surgery, University of Minnesota, Minneapolis, MN 55455
| | - Alexander Khoruts
- Department of Medicine, University of Minnesota, Minneapolis, MN 55455
| | - Jacob D Estes
- AIDS and Cancer Virus Program, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702
| | - Jodi Anderson
- Department of Medicine, University of Minnesota, Minneapolis, MN 55455
| | - Samuel P Callisto
- Department of Medicine, University of Minnesota, Minneapolis, MN 55455
| | - Thomas E Schmidt
- Department of Medicine, University of Minnesota, Minneapolis, MN 55455
| | - Ann Thorkelson
- Department of Medicine, University of Minnesota, Minneapolis, MN 55455
| | - Cavan Reilly
- School of Public Health, Division of Biostatistics, University of Minnesota, Minneapolis, MN 55455
| | - Katherine Perkey
- Department of Microbiology, University of Minnesota, Minneapolis, MN 55455
| | - Thomas G Reimann
- Department of Medicine, University of Minnesota, Minneapolis, MN 55455
| | - Netanya S Utay
- Department of Medicine, University of Texas Medical Branch, Galveston, TX 77555
| | | | - Mario Stevenson
- Department of Medicine, University of Miami Miller Medical School, Miami, FL 33136
| | - Daniel C Douek
- NIH Vaccine Research Center, National Institutes of Health, Bethesda, MD 20814; and
| | - Ashley T Haase
- Department of Microbiology, University of Minnesota, Minneapolis, MN 55455
| | | |
Collapse
|
7
|
Zanussi S, Bortolin MT, Pratesi C, Tedeschi R, Basaglia G, Abbruzzese L, Mazzucato M, Spina M, Vaccher E, Tirelli U, Rupolo M, Michieli M, Di Mascio M, De Paoli P. Autograft HIV-DNA load predicts HIV-1 peripheral reservoir after stem cell transplantation for AIDS-related lymphoma patients. AIDS Res Hum Retroviruses 2015; 31:150-9. [PMID: 25581618 DOI: 10.1089/aid.2014.0157] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Autologous stem cell transplantation (ASCT) is a widely used procedure for AIDS-related lymphomas, and it represents an opportunity to evaluate strategies curing HIV-1 infection. The association of autograft HIV-DNA load with peripheral blood HIV-1 reservoir before ASCT and its contribution in predicting HIV-1 reservoir size and stability during combination antiretroviral therapy (cART) after transplantation are unknown. Aiming to obtain information suggesting new functional cure strategies by ASCT, we retrospectively evaluated HIV-DNA load in autograft and in peripheral blood before and after transplantation in 13 cART-treated HIV-1 relapse/refractoring lymphoma patients. Among them seven discontinued cART after autograft infusion. HIV-DNA was evaluated by a sensitive quantitative real-time polymerase chain reaction (PCR). After debulking chemotherapy/mobilization, the autograft HIV-1 reservoir was higher than and not associated with the peripheral HIV-1 reservoir at baseline [median 215 HIV-DNA copies/10(6) autograft mononuclear cells, range 13-706 vs. 82 HIV-DNA copies/10(6) peripheral blood mononuclear cells (PBMCs), range 13-479, p = 0.03]. After high dose chemotherapy and autograft infusion, HIV-DNA levels reached a plateau between month 6 and 12 of follow-up. No association was found between peripheral HIV-DNA levels at baseline and after infusion in both cART interrupting and not interrupting patients. Only in the last subgroup, a stable significant linear association between autograft and peripheral blood HIV-1 reservoir emerged from month 1 (R(2) = 0.84, p = 0.01) to month 12 follow-up (R(2) = 0.99, p = 0.0005). In summary, autograft HIV-1 reservoir size could be influenced by the mobilization phase and predicts posttransplant peripheral HIV-1 reservoir size in patients on continuous cART. These findings could promote new research on strategies reducing the HIV-1 reservoir by using the ASCT procedure.
Collapse
Affiliation(s)
- Stefania Zanussi
- Microbiology, Immunology, and Virology Unit, CRO National Cancer Institute, Aviano, Italy
| | - Maria Teresa Bortolin
- Microbiology, Immunology, and Virology Unit, CRO National Cancer Institute, Aviano, Italy
| | - Chiara Pratesi
- Microbiology, Immunology, and Virology Unit, CRO National Cancer Institute, Aviano, Italy
| | - Rosamaria Tedeschi
- Microbiology, Immunology, and Virology Unit, CRO National Cancer Institute, Aviano, Italy
| | - Giancarlo Basaglia
- Microbiology, Immunology, and Virology Unit, CRO National Cancer Institute, Aviano, Italy
| | - Luciano Abbruzzese
- Stem Cell Collection and Processing Unit, CRO National Cancer Institute, Aviano, Italy
| | - Mario Mazzucato
- Stem Cell Collection and Processing Unit, CRO National Cancer Institute, Aviano, Italy
| | - Michele Spina
- Division of Medical Oncology A, CRO National Cancer Institute, Aviano, Italy
| | - Emanuela Vaccher
- Division of Medical Oncology A, CRO National Cancer Institute, Aviano, Italy
| | - Umberto Tirelli
- Division of Medical Oncology A, CRO National Cancer Institute, Aviano, Italy
| | - Maurizio Rupolo
- Cellular Therapy and High Dose Chemotherapy Unit, CRO National Cancer Institute, Aviano, Italy
| | - Mariagrazia Michieli
- Cellular Therapy and High Dose Chemotherapy Unit, CRO National Cancer Institute, Aviano, Italy
| | | | - Paolo De Paoli
- Scientific Directorate, CRO National Cancer Institute, Aviano, Italy
| |
Collapse
|
8
|
Herrera-Carrillo E, Berkhout B. Potential mechanisms for cell-based gene therapy to treat HIV/AIDS. Expert Opin Ther Targets 2014; 19:245-63. [PMID: 25388088 DOI: 10.1517/14728222.2014.980236] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
INTRODUCTION An estimated 35 million people are infected with HIV worldwide. Anti-retroviral therapy (ART) has reduced the morbidity and mortality of HIV-infected patients but efficacy requires strict adherence and the treatment is not curative. Most importantly, the emergence of drug-resistant virus strains and drug toxicity can restrict the long-term therapeutic efficacy in some patients. Therefore, novel treatment strategies that permanently control or eliminate the virus and restore the damaged immune system are required. Gene therapy against HIV infection has been the topic of intense investigations for the last two decades because it can theoretically provide such a durable anti-HIV control. AREAS COVERED In this review we discuss two major gene therapy strategies to combat HIV. One approach aims to kill HIV-infected cells and the other is based on the protection of cells from HIV infection. We discuss the underlying molecular mechanisms for candidate approaches to permanently block HIV infection, including the latest strategies and future therapeutic applications. EXPERT OPINION Hematopoietic stem cell-based gene therapy for HIV/AIDS may eventually become an alternative for standard ART and should ideally provide a functional cure in which the virus is durably controlled without medication. Recent results from preclinical research and early-stage clinical trials support the feasibility and safety of this novel strategy.
Collapse
Affiliation(s)
- Elena Herrera-Carrillo
- Academic Medical Center University of Amsterdam, Department of Medical Microbiology , Meibergdreef 15, Amsterdam, 1105 AZ , The Netherlands
| | | |
Collapse
|
9
|
Savkovic B, Nichols J, Birkett D, Applegate T, Ledger S, Symonds G, Murray JM. A quantitative comparison of anti-HIV gene therapy delivered to hematopoietic stem cells versus CD4+ T cells. PLoS Comput Biol 2014; 10:e1003681. [PMID: 24945407 PMCID: PMC4063676 DOI: 10.1371/journal.pcbi.1003681] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2014] [Accepted: 05/05/2014] [Indexed: 02/07/2023] Open
Abstract
Gene therapy represents an alternative and promising anti-HIV modality to highly active antiretroviral therapy. It involves the introduction of a protective gene into a cell, thereby conferring protection against HIV. While clinical trials to date have delivered gene therapy to CD4+T cells or to CD34+ hematopoietic stem cells (HSC), the relative benefits of each of these two cellular targets have not been conclusively determined. In the present analysis, we investigated the relative merits of delivering a dual construct (CCR5 entry inhibitor + C46 fusion inhibitor) to either CD4+T cells or to CD34+ HSC. Using mathematical modelling, we determined the impact of each scenario in terms of total CD4+T cell counts over a 10 year period, and also in terms of inhibition of CCR5 and CXCR4 tropic virus. Our modelling determined that therapy delivery to CD34+ HSC generally resulted in better outcomes than delivery to CD4+T cells. An early one-off therapy delivery to CD34+ HSC, assuming that 20% of CD34+ HSC in the bone marrow were gene-modified (G+), resulted in total CD4+T cell counts ≥ 180 cells/ µL in peripheral blood after 10 years. If the uninfected G+ CD4+T cells (in addition to exhibiting lower likelihood of becoming productively infected) also exhibited reduced levels of bystander apoptosis (92.5% reduction) over non gene-modified (G-) CD4+T cells, then total CD4+T cell counts of ≥ 350 cells/ µL were observed after 10 years, even if initially only 10% of CD34+ HSC in the bone marrow received the protective gene. Taken together our results indicate that: 1.) therapy delivery to CD34+ HSC will result in better outcomes than delivery to CD4+T cells, and 2.) a greater impact of gene therapy will be observed if G+ CD4+T cells exhibit reduced levels of bystander apoptosis over G- CD4+T cells.
Collapse
Affiliation(s)
- Borislav Savkovic
- School of Mathematics and Statistics, University of New South Wales, Sydney, Australia
| | - James Nichols
- School of Mathematics and Statistics, University of New South Wales, Sydney, Australia
| | - Donald Birkett
- Department of Clinical Pharmacology, Flinders University, Adelaide, Australia
| | - Tanya Applegate
- Kirby Institute, University of New South Wales, Sydney, Australia
| | - Scott Ledger
- Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Geoff Symonds
- St Vincent's Centre for Applied Medical Research, Darlinghurst, New South Wales, Sydney, Australia
- Calimmune Pty Ltd, Darlinghurst, New South Wales, Australia
| | - John M. Murray
- School of Mathematics and Statistics, University of New South Wales, Sydney, Australia
- * E-mail:
| |
Collapse
|
10
|
Persistent HIV-1 replication is associated with lower antiretroviral drug concentrations in lymphatic tissues. Proc Natl Acad Sci U S A 2014; 111:2307-12. [PMID: 24469825 DOI: 10.1073/pnas.1318249111] [Citation(s) in RCA: 525] [Impact Index Per Article: 52.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Antiretroviral therapy can reduce HIV-1 to undetectable levels in peripheral blood, but the effectiveness of treatment in suppressing replication in lymphoid tissue reservoirs has not been determined. Here we show in lymph node samples obtained before and during 6 mo of treatment that the tissue concentrations of five of the most frequently used antiretroviral drugs are much lower than in peripheral blood. These lower concentrations correlated with continued virus replication measured by the slower decay or increases in the follicular dendritic cell network pool of virions and with detection of viral RNA in productively infected cells. The evidence of persistent replication associated with apparently suboptimal drug concentrations argues for development and evaluation of novel therapeutic strategies that will fully suppress viral replication in lymphatic tissues. These strategies could avert the long-term clinical consequences of chronic immune activation driven directly or indirectly by low-level viral replication to thereby improve immune reconstitution.
Collapse
|
11
|
Bennett MS, Akkina R. Gene therapy strategies for HIV/AIDS: preclinical modeling in humanized mice. Viruses 2013; 5:3119-41. [PMID: 24351796 PMCID: PMC3967164 DOI: 10.3390/v5123119] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2013] [Revised: 11/04/2013] [Accepted: 12/03/2013] [Indexed: 12/28/2022] Open
Abstract
In the absence of an effective vaccine and lack of a complete cure, gene therapy approaches to control HIV infection offer feasible alternatives. Due to the chronic nature of infection, a wide window of opportunity exists to gene modify the HIV susceptible cells that continuously arise from the bone marrow source. To evaluate promising gene therapy approaches that employ various anti-HIV therapeutic molecules, an ideal animal model is necessary to generate important efficacy and preclinical data. In this regard, the humanized mouse models that harbor human hematopoietic cells susceptible to HIV infection provide a suitable in vivo system. This review summarizes the currently used humanized mouse models and different anti-HIV molecules utilized for conferring HIV resistance. Humanized mouse models are compared for their utility in this context and provide perspectives for new directions.
Collapse
Affiliation(s)
| | - Ramesh Akkina
- Department of Microbiology, Immunology and Pathology, Colorado State University, 1619 Campus delivery, Fort Collins, CO 80523, USA.
| |
Collapse
|