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Comparison of immunologic assays for detecting immune responses in HIV immunotherapeutic studies: AIDS Clinical Trials Group Trial A5181. CLINICAL AND VACCINE IMMUNOLOGY : CVI 2010; 17:1452-9. [PMID: 20631337 DOI: 10.1128/cvi.00498-09] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
This study was designed to evaluate which of several T-cell-specific, immune response assays are the most relevant in measuring the key characteristics of an effective immune response to HIV-1. Using 5 HIV-1 antigens as stimulants, we assessed lymphocyte proliferation, supernatant gamma interferon (IFN-gamma) cytokine production (CP), single-cell IFN-gamma production by enzyme-linked immunospot (ELISPOT) assay, with and without Epstein-Barr virus-transformed B-lymphoblastoid cell lines (B-LCLs), and intracellular cytokine production (ICC) for IFN-gamma and interleukin 2 (IL-2) by flow cytometry. We used these to compare specimens from HIV-1-infected subjects who were virally suppressed with a stable antiretroviral therapy (ART) regimen (group A) with specimens from subjects not on ART but with HIV-1 viremia of <3,000 copies/ml (group B). The lymphocyte proliferation assay (LPA) did not significantly differentiate between the two groups. Using fresh peripheral blood mononuclear cells (PBMCs), the CP and ELISPOT assays for IFN-gamma detected the greatest differences between the two groups, specific for three of the five HIV-1 antigens, whereas significant differences were seen only in response to one antigen when cryopreserved cells were used. The strongest correlations were seen between the CP and ELISPOT assays. The ELISPOT B-LCL assay showed a cell concentration-dependent increase in IFN-gamma production compared to that shown by the standard ELISPOT assay but did not differentiate between the groups. In the ICC assay, greater numbers of IFN-gamma-producing T cells were seen in group B, and little or no detectable IL-2 production was seen in both groups. These studies highlight complexities of immunologic monitoring of T-cell responses in multisite clinical trials in HIV infection and outline considerations for optimizing these efforts.
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Althaus CL, De Boer RJ. Intracellular transactivation of HIV can account for the decelerating decay of virus load during drug therapy. Mol Syst Biol 2010; 6:348. [PMID: 20160709 PMCID: PMC2835566 DOI: 10.1038/msb.2010.4] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2009] [Accepted: 01/08/2010] [Indexed: 01/09/2023] Open
Abstract
Linking the intracellular transactivation circuit of HIV into a virus dynamics model can account for activation of infected cells and reversion into latency. We hypothesize that the activation of latently infected cells is governed by the basal transcription rate of the integrated provirus rather than through extracellular stimuli. This systems approach to modelling virus dynamics offers a promising framework to infer the extracellular dynamics of cell populations from their intracellular reaction networks.
The viral reservoir of latently infected cells is considered to be one of the major barriers for eradicating the virus from patients infected with HIV. During prolonged antiretroviral therapy, it has been shown that the pool of latently infected cells decays very slowly and at a decreasing rate. The underlying mechanisms causing this decelerating decay are still unclear (Lassen et al, 2004a, 2004b; Han et al, 2007). A recent study has shown that HIV can exhibit a switch-like behavior where infected cells can either be activated or become resting in a latent state (Weinberger et al, 2005). To investigate the effect of this switch-like behavior on the viral infection dynamics, we devise a new model that links the intracellular transactivation of the virus with the extracellular virus dynamics (Box 1). The model can explain the typical decelerating decay of HIV that is observed during antiretroviral therapy. We find that the activation of latently infected cells is governed by the basal transcription rate of the inserted provirus. Therefore, our analysis suggests that increasing the basal transcription rate of the HIV provirus could serve as a new therapeutic intervention for eradicating the pool of latently infected cells. In addition, our systems approach to modeling virus dynamics offers a promising framework for inferring the extracellular dynamics of cell populations from their intracellular reaction networks. Basic virus dynamics models have been essential in understanding quantitative issues of HIV replication. However, several parts of the viral life cycle remain elusive. One of the most critical steps is the start of viral transcription, which is governed by the regulatory protein trans-activator of transcription (Tat) that induces a positive feedback loop. It has been shown that this feedback loop can alternate between two states leading to a transient activation of viral transcription. Using Monte Carlo simulations, we integrate the transactivation circuit into a new virus dynamics model having an age-dependent transactivation rate and reversion into latency. The cycling of infected cells between an activated and latent state results in the typical decelerating decay of virus load following therapy. Further, we hypothesize that the activation of latently infected cells is governed by the basal transcription rate of the integrated provirus rather than the intra- or extracellular environment. Finally, our systems approach to modeling virus dynamics offers a promising framework to infer the extracellular dynamics of cell populations from their intracellular reaction networks.
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Rong L, Perelson AS. Modeling HIV persistence, the latent reservoir, and viral blips. J Theor Biol 2009; 260:308-31. [PMID: 19539630 DOI: 10.1016/j.jtbi.2009.06.011] [Citation(s) in RCA: 122] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2008] [Revised: 04/20/2009] [Accepted: 06/08/2009] [Indexed: 02/02/2023]
Abstract
HIV-1 eradication from infected individuals has not been achieved with the prolonged use of highly active antiretroviral therapy (HAART). The cellular reservoir for HIV-1 in resting memory CD4(+) T cells remains a major obstacle to viral elimination. The reservoir does not decay significantly over long periods of time but is able to release replication-competent HIV-1 upon cell activation. Residual ongoing viral replication may likely occur in many patients because low levels of virus can be detected in plasma by sensitive assays and transient episodes of viremia, or HIV-1 blips, are often observed in patients even with successful viral suppression for many years. Here we review our current knowledge of the factors contributing to viral persistence, the latent reservoir, and blips, and mathematical models developed to explore them and their relationships. We show how mathematical modeling has helped improve our understanding of HIV-1 dynamics in patients on HAART and of the quantitative events underlying HIV-1 latency, reservoir stability, low-level viremic persistence, and emergence of intermittent viral blips. We also discuss treatment implications related to these studies.
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Affiliation(s)
- Libin Rong
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM 87545, USA.
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Holte SE, Melvin AJ, Mullins JI, Tobin NH, Frenkel LM. Density-dependent decay in HIV-1 dynamics. J Acquir Immune Defic Syndr 2006; 41:266-76. [PMID: 16540927 DOI: 10.1097/01.qai.0000199233.69457.e4] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The decay of HIV-1-infected cell populations after treatment with antiretroviral therapy has been measured using simple exponential decay models. These models are unlikely to be realistic over periods longer than a few months, however, because the population dynamics of HIV are complex. We considered an alternate model developed by Perelson and colleagues that extends the standard model for biphasic viral load decline and allows for nonlinear log decay of infected cell populations. Using data from 6 children on highly active antiretroviral therapy (HAART) and a single parameter in the new model, the assumption of log linear decay of infected cell populations is tested. Our analysis indicates that the short-lived and long-lived infected cell populations do not decay according to a simple exponential model. Furthermore, the resulting estimates of time to eradication of infected cell compartments are dramatically longer than those previously reported (eg, decades vs. years for long-lived infected cell populations and years vs. weeks for short-lived infected cell populations). Furthermore, estimates of the second-phase decay rates are significantly different than 0 for most children when obtained using the Perelson biphasic decay model. In contrast, this rate is not significantly different than 0 when the density-dependent decay model is used for parameter estimation and inference. Thus, the density-dependent decay model but not the simple exponential decay model is consistent with recent data showing that even under consistent HAART-mediated suppression of viral replication, decay rates of infected cell reservoirs decay little over several years. This suggests that conclusions about long-term viral dynamics of HIV infection based on simple exponential decay models should be carefully re-evaluated.
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Affiliation(s)
- Sarah E Holte
- Division of Public Health, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, PO Box 19024, Seattle, WA 98109, USA.
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Abstract
The control mechanisms that maintain a steady state viral load during chronic HIV-1 infection are critical to understanding the pathophysiology of HIV disease. The conceptual features of the two alternative models of viral control, referred to in this article as target cell limitation and immune control, are compared to the data regarding the viral and cellular dynamics of HIV-1 infection and the pattern of changes induced by effective antiretroviral drug therapy. The available data support the model that an antigen-driven immune response is the primary mechanism that limits viral growth in vivo.
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Affiliation(s)
- R Pat Bucy
- Department of Pathology, University of Alabama at Birmingham, P220 West Pavilion, 619 South 19th Street, Birmingham, AL 35233, USA.
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Persaud D, Siberry GK, Ahonkhai A, Kajdas J, Monie D, Hutton N, Watson DC, Quinn TC, Ray SC, Siliciano RF. Continued production of drug-sensitive human immunodeficiency virus type 1 in children on combination antiretroviral therapy who have undetectable viral loads. J Virol 2004; 78:968-79. [PMID: 14694128 PMCID: PMC368798 DOI: 10.1128/jvi.78.2.968-979.2004] [Citation(s) in RCA: 87] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Highly active antiretroviral therapy (HAART) can suppress plasma human immunodeficiency virus type 1 (HIV-1) levels to below the detection limit of ultrasensitive clinical assays. However, HIV-1 persists in cellular reservoirs, and in adults, persistent low-level viremia is detected with more sensitive assays. The nature of this viremia is poorly understood, and it is unclear whether viremia persists in children on HAART, particularly those who start therapy shortly after birth. We therefore developed a reverse transcriptase PCR (RT-PCR) assay that allows genotyping of HIV-1 protease even when viremia is present at levels as low as 5 copies of HIV-1 RNA/ml. We demonstrated that viremia persists in children with plasma virus levels below the limit of detection of clinical assays. Viremia was detected even in children who began HAART in early infancy and maintained such strong suppression of viremia that HIV-1-specific antibody responses were absent or minimal. The low-level plasma virus lacked protease inhibitor resistance mutations despite the frequent use of nelfinavir, which has a low mutational barrier to resistance. Protease sequences resembled those of viruses in the latent reservoir in resting CD4(+) T cells. Thus, in most children on HAART with clinically undetectable viremia, there is continued virus production without evolution of resistance in the protease gene.
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Affiliation(s)
- Deborah Persaud
- Department of Pediatrics, Johns Hopkins University School of Medicine, University of Maryland School of Medicine, Baltimore, Maryland 21205, USA.
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Ganusov VV. The role of the cytotoxic T-lymphocyte response and virus cytopathogenicity in the virus decline during antiviral therapy. Proc Biol Sci 2003; 270:1513-8. [PMID: 12965018 PMCID: PMC1691396 DOI: 10.1098/rspb.2003.2401] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Although it is clear that HIV can lyse HIV-infected CD4 T cells, it is still controversial whether the depletion of CD4 T cells seen in HIV-infected patients after years of asymptomatic disease is caused by the direct cytopathic effects of the virus or is mediated by the immune response. Assuming the initial decline in viraemia during highly active antiretroviral therapy (HAART) is caused by the death of cells productively infected with HIV, I investigate how the rate of the virus decline is affected by the efficiency of the cytotoxic T-lymphocyte (CTL) response. I find that whether the stronger immune response causes a more rapid virus decline depends critically on how the virus is controlled by the CTL response (lytic versus non-lytic mechanisms). Moreover, variation in the efficiency of the immune response does not always cause variation in the rate of the virus decline (and, therefore, in the death rate of infected cells), implying that the constancy of the virus decline rate measured in different patients does not necessarily indicate that the virus is cytopathic. The potential problems associated with the model and the approach undertaken are also discussed.
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Affiliation(s)
- Vitaly V Ganusov
- Department of Biology, Emory University, Atlanta, GA 30322, USA.
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Abstract
The control mechanisms that maintain a steady-state viral load during chronic HIV-1 infection are critical to understanding the pathophysiology of HIV disease. This paper compares the conceptual features of the two alternative models of viral control, target cell limitation and immune control, with available data on the viral and cellular dynamics of HIV-1 infection and the pattern of changes induced by effective antiretroviral drug therapy. These data suggest that an antigen-driven immune response is the primary control mechanism for in vivo viral growth.
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Affiliation(s)
- R. Pat Bucy
- Department of Pathology, University of Alabama at Birmingham, 619 S. 19th Street, Birmingham, AL 35249, USA. E-mail:
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Bucy RP, Kilby JM. Perspectives on inducing efficient immune control of HIV-1 replication--a new goal for HIV therapeutics? AIDS 2001; 15 Suppl 2:S36-42. [PMID: 11424975 DOI: 10.1097/00002030-200102002-00007] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
OBJECTIVES A goal for long-term therapy of HIV infection is immune control of virus replication rather than the somewhat unrealistic aim of complete viral elimination. This paper will review the evidence that the control of viral infection can be achieved by an active CD8+ T-cell-mediated response. DESIGN This review will draw on both experimental and clinical sources to discuss the potential mechanisms of the immune control. RESULTS Data indicate that HIV infection can be effectively controlled by HIV-specific CD8+ T-cell-mediated responses. In infected individuals, the development of active cytotoxic T lymphocytes (CTLs, as measured by lytic activity) is associated with the control of viral replication. Within the simian immunodeficiency virus infection model in rhesus macaques, strong CTL responses are similarly associated with effective viral control. In addition, depletion by antibodies of CD8+ T cells within infected macaques results in rapid increases in viral load. However, in most HIV-infected individuals, the CD8+ T-cells response is inefficient at low antigen dose, probably due to the lack of an effective H V-specific CD4+ T-cell response. If this CD4+ T-cell response is lost due to viral induced anergy, rather than clonal deletion, such responses may be generated by interruptions in antiretroviral treatment, and/or therapeutic immunization in chronically infected patients. A strong immune response stimulated at low-antigen dose early during viral rebound may be critical in preventing accumulation of toxic viral products that might inhibit effective CD4+ T-cell responses. CONCLUSION Immune control of HIV infection is a realistic goal. Understanding both the basic immune mechanisms of in vivo viral replication and identifying practical therapeutic regimens to activate HIV CD4+ and CD8+ T-cell responses may allow the development of efficient immune control of HIV replication in chronically infected patients.
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Affiliation(s)
- R P Bucy
- Department of Pathology, University of Alabama at Birmingham, 35233-7331, USA.
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Pierson T, McArthur J, Siliciano RF. Reservoirs for HIV-1: mechanisms for viral persistence in the presence of antiviral immune responses and antiretroviral therapy. Annu Rev Immunol 2000; 18:665-708. [PMID: 10837072 DOI: 10.1146/annurev.immunol.18.1.665] [Citation(s) in RCA: 382] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The success of combination antiretroviral therapy for HIV-1 infection has generated interest in mechanisms by which the virus can persist in the body despite the presence of drugs that effectively inhibit key steps in the virus life cycle. It is becoming clear that viral reservoirs established early in the infection not only prevent sterilizing immunity but also represent a major obstacle to curing the infection with the potent antiretroviral drugs currently in use. Mechanisms of viral persistence are best considered in the context of the dynamics of viral replication in vivo. Virus production in infected individuals is largely the result of a dynamic process involving continuous rounds of de novo infection of and replication in activated CD4(+) T cells with rapid turnover of both free virus and virus-producing cells. This process is largely, but not completely, interrupted by effective antiretroviral therapy. After a few months of therapy, plasma virus levels become undetectable in many patients. Analysis of viral decay rates initially suggested that eradication of the infection might be possible. However, there are several potential cellular and anatomical reservoirs for HIV-1 that may contribute to long-term persistence of HIV-1. These include infected cell in the central nervous system and the male urogenital tract. However, the most worrisome reservoir consists of latently infected resting memory CD4(+) T cells carrying integrated HIV-1 DNA. Definitive demonstration of the presence of this form of latency required development of methods for isolating extremely pure populations of resting CD4(+) T cells and for demonstrating that a small fraction of these cells contain integrated HIV-1 DNA that is competent for replication if the cells undergo antigen-driven activation. Most of the latent virus in resting CD4(+) T cells is found in cells of the memory phenotype. The half-life of this latent reservoir is extremely long (44 months). At this rate, eradication of this reservoir would require over 60 years of treatment. Thus, latently infected resting CD4(+) T cells provide a mechanism for life-long persistence of replication-competent forms of HIV-1, rendering unrealistic hopes of virus eradication with current antiretroviral regimens. The extraordinary stability of the reservoir may reflect gradual reseeding by a very low level of ongoing viral replication and/or mechanisms that contribute to the intrinsic stability of the memory T cell compartment. Given the substantial long-term toxicities of current combination therapy regimens, novel approaches to eradicating this latent reservoir are urgently needed.
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Affiliation(s)
- T Pierson
- Department of Medicine and Neurology, Johns Hopkins University School of Medicine Baltimore, Maryland 21205, USA
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Hockett RD, Saag MS, Kilby JM, Sfakianos G, Wakefield TB, Bucy RP. Stability in the HIV vDNA pool in peripheral CD4+ T cells of untreated patients by single tube quantitative PCR. J Virol Methods 2000; 87:1-12. [PMID: 10856747 DOI: 10.1016/s0166-0934(00)00139-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
HIV infection leads to loss of CD4 T cells and development of AIDS in most individuals without treatment. While disease progression during HIV infection correlates with the plasma viral load, much less is known about the levels of HIV vDNA. This paper describes the development and validation of a sensitive, quantitative PCR assay for the assessment of HIV vDNA. The system uses novel single tube, multiply competitive PCR technology, which allows five-point competitor competition in a single PCR reaction. The reproducibility and performance characteristics of the assay are extensively studied, which indicate that the system performs well in high DNA backgrounds. Using this assay system on a cohort of protease naïve patients, HIV vDNA was assessed from PBMCs over an average follow-up period of 5 years. The data indicate that the HIV vDNA pool does not appreciably accumulate over the follow-up period, with many of the patients followed for up to 8 years. A reliable, quantitative assessment of vDNA pools will allow a better understanding of the dynamics of HIV pathogenesis.
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Affiliation(s)
- R D Hockett
- Department of Pathology, University of Alabama at Birmingham, 35233-7331, USA
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Grossman Z, Polis M, Feinberg MB, Grossman Z, Levi I, Jankelevich S, Yarchoan R, Boon J, de Wolf F, Lange JM, Goudsmit J, Dimitrov DS, Paul WE. Ongoing HIV dissemination during HAART. Nat Med 1999; 5:1099-104. [PMID: 10502799 DOI: 10.1038/13410] [Citation(s) in RCA: 121] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Z Grossman
- Office of AIDS Research, National Institutes of Health, Bethesda, Maryland, USA
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Hockett RD, Kilby JM, Derdeyn CA, Saag MS, Sillers M, Squires K, Chiz S, Nowak MA, Shaw GM, Bucy RP. Constant mean viral copy number per infected cell in tissues regardless of high, low, or undetectable plasma HIV RNA. J Exp Med 1999; 189:1545-54. [PMID: 10330433 PMCID: PMC2193638 DOI: 10.1084/jem.189.10.1545] [Citation(s) in RCA: 164] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Quantitative analysis of the relationship between virus expression and disease outcome has been critical for understanding HIV-1 pathogenesis. Yet the amount of viral RNA contained within an HIV-expressing cell and the relationship between the number of virus-producing cells and plasma virus load has not been established or reflected in models of viral dynamics. We report here a novel strategy for the coordinated analysis of virus expression in lymph node specimens. The results obtained for patients with a broad range of plasma viral loads before and after antiretroviral therapy reveal a constant mean viral (v)RNA copy number (3.6 log10 copies) per infected cell, regardless of plasma virus load or treatment status. In addition, there was a significant but nonlinear direct correlation between the frequency of vRNA+ lymph node cells and plasma vRNA. As predicted from this relationship, residual cells expressing this same mean copy number are detectable (frequency <2/10(6) cells) in tissues of treated patients who have plasma vRNA levels below the current detectable threshold (<50 copies/ml). These data suggest that fully replication-active cells are responsible for sustaining viremia after initiation of potent antiretroviral therapy and that plasma virus titers correlate, albeit in a nonlinear fashion, with the number of virus-expressing cells in lymphoid tissue.
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Affiliation(s)
- R D Hockett
- Department of Pathology, University of Alabama at Birmingham, Birmingham, Alabama 35233-7331, USA
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