1
|
Ngo MH, Pankrac J, Ho RCY, Ndashimye E, Pawa R, Ceccacci R, Biru T, Olabode AS, Klein K, Li Y, Kovacs C, Assad R, Jacobson JM, Canaday DH, Tomusange S, Jamiru S, Anok A, Kityamuweesi T, Buule P, Galiwango RM, Reynolds SJ, Quinn TC, Redd AD, Prodger JL, Mann JFS, Arts EJ. Effective and targeted latency reversal in CD4 + T cells from individuals on long term combined antiretroviral therapy initiated during chronic HIV-1 infection. Emerg Microbes Infect 2024; 13:2327371. [PMID: 38444369 PMCID: PMC10967673 DOI: 10.1080/22221751.2024.2327371] [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: 12/03/2023] [Accepted: 03/01/2024] [Indexed: 03/07/2024]
Abstract
To date, an affordable, effective treatment for an HIV-1 cure remains only a concept with most "latency reversal" agents (LRAs) lacking specificity for the latent HIV-1 reservoir and failing in early clinical trials. We assessed HIV-1 latency reversal using a multivalent HIV-1-derived virus-like particle (HLP) to treat samples from 32 people living with HIV-1 (PLWH) in Uganda, US and Canada who initiated combined antiretroviral therapy (cART) during chronic infection. Even after 5-20 years on stable cART, HLP could target CD4+ T cells harbouring latent HIV-1 reservoir resulting in 100-fold more HIV-1 release into culture supernatant than by common recall antigens, and 1000-fold more than by chemotherapeutic LRAs. HLP induced release of a divergent and replication-competent HIV-1 population from PLWH on cART. These findings suggest HLP provides a targeted approach to reactivate the majority of latent HIV-1 proviruses among individuals infected with HIV-1.
Collapse
Affiliation(s)
- Minh Ha Ngo
- Department of Microbiology and Immunology, University of Western Ontario, London, Canada
- College of Veterinary Medicine, Vietnam National University of Agriculture, Hanoi, Vietnam
| | - Joshua Pankrac
- Department of Microbiology and Immunology, University of Western Ontario, London, Canada
| | - Ryan C. Y. Ho
- Department of Microbiology and Immunology, University of Western Ontario, London, Canada
| | - Emmanuel Ndashimye
- Department of Microbiology and Immunology, University of Western Ontario, London, Canada
| | - Rahul Pawa
- Department of Microbiology and Immunology, University of Western Ontario, London, Canada
| | - Renata Ceccacci
- Department of Microbiology and Immunology, University of Western Ontario, London, Canada
| | - Tsigereda Biru
- Department of Microbiology and Immunology, University of Western Ontario, London, Canada
- Special Immunology Unit and Division of Infectious Diseases, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Abayomi S. Olabode
- Department of Microbiology and Immunology, University of Western Ontario, London, Canada
| | - Katja Klein
- Department of Microbiology and Immunology, University of Western Ontario, London, Canada
- Bristol Veterinary School, University of Bristol, Bristol, UK
| | - Yue Li
- Department of Microbiology and Immunology, University of Western Ontario, London, Canada
| | - Colin Kovacs
- Maple Leaf Medical Clinic and Division of Infectious Diseases, Department of Medicine, University of Toronto, Toronto, Canada
| | - Robert Assad
- Special Immunology Unit and Division of Infectious Diseases, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Jeffrey M. Jacobson
- Special Immunology Unit and Division of Infectious Diseases, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - David H. Canaday
- Special Immunology Unit and Division of Infectious Diseases, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | | | | | - Aggrey Anok
- Rakai Health Sciences Program, Kalisizo, Uganda
| | | | - Paul Buule
- Rakai Health Sciences Program, Kalisizo, Uganda
| | | | - Steven J. Reynolds
- Rakai Health Sciences Program, Kalisizo, Uganda
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Thomas C. Quinn
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Andrew D. Redd
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Jessica L. Prodger
- Department of Microbiology and Immunology, University of Western Ontario, London, Canada
| | - Jamie F. S. Mann
- Department of Microbiology and Immunology, University of Western Ontario, London, Canada
- Bristol Veterinary School, University of Bristol, Bristol, UK
| | - Eric J. Arts
- Department of Microbiology and Immunology, University of Western Ontario, London, Canada
| |
Collapse
|
2
|
Klinnert S, Schenkel CD, Freitag PC, Günthard HF, Plückthun A, Metzner KJ. Targeted shock-and-kill HIV-1 gene therapy approach combining CRISPR activation, suicide gene tBid and retargeted adenovirus delivery. Gene Ther 2024; 31:74-84. [PMID: 37558852 PMCID: PMC10940146 DOI: 10.1038/s41434-023-00413-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 07/12/2023] [Accepted: 07/26/2023] [Indexed: 08/11/2023]
Abstract
Infections with the human immunodeficiency virus type 1 (HIV-1) are incurable due the long-lasting, latent viral reservoir. The shock-and-kill cure approach aims to activate latent proviruses in HIV-1 infected cells and subsequently kill these cells with strategies such as therapeutic vaccines or immune enhancement. Here, we combined the dCas9-VPR CRISPR activation (CRISPRa) system with gRNA-V, the truncated Bid (tBid)-based suicide gene strategy and CD3-retargeted adenovirus (Ad) delivery vectors, in an all-in-one targeted shock-and-kill gene therapy approach to achieve specific elimination of latently HIV-1 infected cells. Simultaneous transduction of latently HIV-1 infected J-Lat 10.6 cells with a CD3-retargeted Ad-CRISPRa-V and Ad-tBid led to a 57.7 ± 17.0% reduction of productively HIV-1 infected cells and 2.4-fold ± 0.25 increase in cell death. The effective activation of latent HIV-1 provirus by Ad-CRISPRa-V was similar to the activation control TNF-α. The strictly HIV-1 dependent and non-leaky killing by tBid could be demonstrated. Furthermore, the high transduction efficiencies of up to 70.8 ± 0.4% by the CD3-retargeting technology in HIV-1 latently infected cell lines was the basis of successful shock-and-kill. This novel targeted shock-and-kill all-in-one gene therapy approach has the potential to safely and effectively eliminate HIV-1 infected cells in a highly HIV-1 and T cell specific manner.
Collapse
Affiliation(s)
- Sarah Klinnert
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
- Life Science Zurich Graduate School, University of Zurich, Zurich, Switzerland
| | - Corinne D Schenkel
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Patrick C Freitag
- Life Science Zurich Graduate School, University of Zurich, Zurich, Switzerland
- Department of Biochemistry, University of Zurich, Zurich, Switzerland
| | - Huldrych F Günthard
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Andreas Plückthun
- Department of Biochemistry, University of Zurich, Zurich, Switzerland
| | - Karin J Metzner
- Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland.
| |
Collapse
|
3
|
Abdalla AL, Guajardo-Contreras G, Mouland AJ. A Canadian Survey of Research on HIV-1 Latency-Where Are We Now and Where Are We Heading? Viruses 2024; 16:229. [PMID: 38400005 PMCID: PMC10891605 DOI: 10.3390/v16020229] [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: 01/02/2024] [Revised: 01/26/2024] [Accepted: 01/30/2024] [Indexed: 02/25/2024] Open
Abstract
Worldwide, almost 40 million people are currently living with HIV-1. The implementation of cART inhibits HIV-1 replication and reduces viremia but fails to eliminate HIV-1 from latently infected cells. These cells are considered viral reservoirs from which HIV-1 rebounds if cART is interrupted. Several efforts have been made to identify these cells and their niches. There has been little success in diminishing the pool of latently infected cells, underscoring the urgency to continue efforts to fully understand how HIV-1 establishes and maintains a latent state. Reactivating HIV-1 expression in these cells using latency-reversing agents (LRAs) has been successful, but only in vitro. This review aims to provide a broad view of HIV-1 latency, highlighting Canadian contributions toward these aims. We will summarize the research efforts conducted in Canadian labs to understand the establishment of latently infected cells and how this informs curative strategies, by reviewing how HIV latency is established, which cells are latently infected, what methodologies have been developed to characterize them, how new compounds are discovered and evaluated as potential LRAs, and what clinical trials aim to reverse latency in people living with HIV (PLWH).
Collapse
Affiliation(s)
- Ana Luiza Abdalla
- HIV-1 RNA Trafficking Laboratory, Lady Davis Institute at the Jewish General Hospital, Montreal, QC H3T 1E2, Canada; (A.L.A.); (G.G.-C.)
- Department of Microbiology and Immunology, McGill University, Montreal, QC H3A 2B4, Canada
| | - Gabriel Guajardo-Contreras
- HIV-1 RNA Trafficking Laboratory, Lady Davis Institute at the Jewish General Hospital, Montreal, QC H3T 1E2, Canada; (A.L.A.); (G.G.-C.)
- Department of Medicine, McGill University, Montreal, QC H4A 3J1, Canada
| | - Andrew J. Mouland
- HIV-1 RNA Trafficking Laboratory, Lady Davis Institute at the Jewish General Hospital, Montreal, QC H3T 1E2, Canada; (A.L.A.); (G.G.-C.)
- Department of Microbiology and Immunology, McGill University, Montreal, QC H3A 2B4, Canada
- Department of Medicine, McGill University, Montreal, QC H4A 3J1, Canada
| |
Collapse
|
4
|
Dragoni F, Kwaa AK, Traut CC, Veenhuis RT, Woldemeskel BA, Camilo-Contreras A, Raymond HE, Dykema AG, Scully EP, Rosecrans AM, Smith KN, Bushman FD, Simonetti FR, Blankson JN. Proviral location affects cognate peptide-induced virus production and immune recognition of HIV-1-infected T cell clones. J Clin Invest 2023; 133:e171097. [PMID: 37698927 PMCID: PMC10617777 DOI: 10.1172/jci171097] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 09/06/2023] [Indexed: 09/14/2023] Open
Abstract
BACKGROUNDHIV-1-infected CD4+ T cells contribute to latent reservoir persistence by proliferating while avoiding immune recognition. Integration features of intact proviruses in elite controllers (ECs) and people on long-term therapy suggest that proviruses in specific chromosomal locations can evade immune surveillance. However, direct evidence of this mechanism is missing.METHODSIn this case report, we characterized integration sites and full genome sequences of expanded T cell clones in an EC before and after chemoradiation. We identified the cognate peptide of infected clones to investigate cell proliferation and virus production induced by T cell activation, and susceptibility to autologous CD8+ T cells.RESULTSThe proviral landscape was dominated by 2 large clones with replication-competent proviruses integrated into zinc finger (ZNF) genes (ZNF470 and ZNF721) in locations previously associated with deeper latency. A third nearly intact provirus, with a stop codon in Pol, was integrated into an intergenic site. Upon stimulation with cognate Gag peptides, infected clones proliferated extensively and produced virus, but the provirus in ZNF721 was 200-fold less inducible. While autologous CD8+ T cells decreased the proliferation of cells carrying the intergenic provirus, they had no effect on cells with the provirus in the ZNF721 gene.CONCLUSIONSWe provide direct evidence that upon activation of infected clones by cognate antigen, the lower inducibility of intact proviruses in ZNF genes can result in immune evasion and persistence.FUNDINGOffice of the NIH Director and National Institute of Dental & Craniofacial Research; NIAID, NIH; Johns Hopkins University Center for AIDS Research.
Collapse
Affiliation(s)
| | | | | | - Rebecca T. Veenhuis
- Department of Molecular and Comparative Pathobiology, and
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | | | - Hayley E. Raymond
- Department of Microbiology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Arbor G. Dykema
- Bloomberg~Kimmel Institute for Cancer Immunotherapy, and
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | | | - Kellie N. Smith
- Bloomberg~Kimmel Institute for Cancer Immunotherapy, and
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Frederic D. Bushman
- Department of Microbiology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | | | - Joel N. Blankson
- Department of Medicine
- Department of Molecular and Comparative Pathobiology, and
| |
Collapse
|
5
|
Serumula W, Nkambule B, Parboosing R. Novel Aptamers for the Reactivation of Latent HIV. Curr HIV Res 2023; 21:279-289. [PMID: 37881079 DOI: 10.2174/011570162x248488230926045852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 06/29/2023] [Accepted: 07/30/2023] [Indexed: 10/27/2023]
Abstract
INTRODUCTION A "Shock and Kill" strategy has been proposed to eradicate the HIV latent viral reservoir. Effective Latency Reversal Agents (LRA) are a key requirement for this strategy. The search for LRAs with a novel mechanism of action is ongoing. This is the first study to propose aptamers for the reactivation of HIV. OBJECTIVE The purpose of this study was to identify an aptamer that potentially reactivates HIV via the NF-κβ pathway, specifically by binding to IkB and releasing NF-κβ. METHODS Aptamer selection was performed at Aptus Biotech (www.aptusbiotech.es), using ikB human recombinant protein with His tag bound to Ni-NTA agarose resin using the SELEX procedure. Activation of NF-κβ was measured by SEAP Assay. HIV reactivation was measured in JLat cells using a BD FACS-Canto™ II flow cytometer. All flow cytometry data were analyzed using Kaluza analyzing software. RESULTS Clones that had equivalent or greater activation than the positive control in the SEAP assay were regarded as potential reactivators of the NF-κβ pathway and were sequenced. The three ikb clones namely R6-1F, R6-2F, and R6-3F were found to potentially activate the NF-κβ pathway. Toxicity was determined by exposing lymphocytes to serial dilutions of the aptamers; the highest concentration of the aptamers that did not decrease viability by > 20% was used for the reactivation experiments. The three novel aptamers R6-1F, R6-2F, and R6-3F resulted in 4,07%, 6,72% and 3,42% HIV reactivation, respectively, while the untreated control showed minimal (<0.18%) fluorescence detection. CONCLUSION This study demonstrated the reactivation of latent HIV by aptamers that act via the NF-κβ pathway. Although the effect was modest and unlikely to be of clinical benefit, future studies are warranted to explore ways of enhancing reactivation.
Collapse
Affiliation(s)
- William Serumula
- Department of Virology, National Health Laboratory Service/University of KwaZulu-Natal, c/o Inkosi Albert Luthuli Central Hospital, 5th Floor Laboratory Building, 800 Bellair Road, Mayville, Durban4091, South Africa
| | - Bongani Nkambule
- School of Laboratory Medicine and Medical Sciences (SLMMS), College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Raveen Parboosing
- National Health Laboratory Service/University of Witwatersrand, Johannesburg, South Africa
| |
Collapse
|
6
|
T-cell evasion and invasion during HIV-1 infection: The role of HIV-1 Tat protein. Cell Immunol 2022; 377:104554. [DOI: 10.1016/j.cellimm.2022.104554] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 05/22/2022] [Accepted: 05/23/2022] [Indexed: 12/22/2022]
|
7
|
Ismail SD, Pankrac J, Ndashimye E, Prodger JL, Abrahams MR, Mann JFS, Redd AD, Arts EJ. Addressing an HIV cure in LMIC. Retrovirology 2021; 18:21. [PMID: 34344423 PMCID: PMC8330180 DOI: 10.1186/s12977-021-00565-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 07/19/2021] [Indexed: 12/15/2022] Open
Abstract
HIV-1 persists in infected individuals despite years of antiretroviral therapy (ART), due to the formation of a stable and long-lived latent viral reservoir. Early ART can reduce the latent reservoir and is associated with post-treatment control in people living with HIV (PLWH). However, even in post-treatment controllers, ART cessation after a period of time inevitably results in rebound of plasma viraemia, thus lifelong treatment for viral suppression is indicated. Due to the difficulties of sustained life-long treatment in the millions of PLWH worldwide, a cure is undeniably necessary. This requires an in-depth understanding of reservoir formation and dynamics. Differences exist in treatment guidelines and accessibility to treatment as well as social stigma between low- and-middle income countries (LMICs) and high-income countries. In addition, demographic differences exist in PLWH from different geographical regions such as infecting viral subtype and host genetics, which can contribute to differences in the viral reservoir between different populations. Here, we review topics relevant to HIV-1 cure research in LMICs, with a focus on sub-Saharan Africa, the region of the world bearing the greatest burden of HIV-1. We present a summary of ART in LMICs, highlighting challenges that may be experienced in implementing a HIV-1 cure therapeutic. Furthermore, we discuss current research on the HIV-1 latent reservoir in different populations, highlighting research in LMIC and gaps in the research that may facilitate a global cure. Finally, we discuss current experimental cure strategies in the context of their potential application in LMICs.
Collapse
Affiliation(s)
- Sherazaan D Ismail
- Division of Medical Virology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, 7925, South Africa
| | - Joshua Pankrac
- Department of Microbiology and Immunology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A5C1, Canada
| | - Emmanuel Ndashimye
- Department of Microbiology and Immunology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A5C1, Canada
- Center for AIDS Research Uganda Laboratories, Joint Clinical Research Centre, Kampala, Uganda
| | - Jessica L Prodger
- Department of Microbiology and Immunology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A5C1, Canada
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A 5C1, Canada
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Melissa-Rose Abrahams
- Division of Medical Virology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, 7925, South Africa
| | - Jamie F S Mann
- Department of Microbiology and Immunology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A5C1, Canada
- Bristol Veterinary School, University of Bristol, Langford House, Langford, Bristol, BS40 5DU, UK
| | - Andrew D Redd
- Division of Medical Virology, Department of Pathology, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, 7925, South Africa
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Laboratory of Immunoregulation, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, MD, USA
| | - Eric J Arts
- Department of Microbiology and Immunology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A5C1, Canada.
- Division of Infectious Diseases, Department of Medicine, Case Western Reserve University, Cleveland, OH, 44106, USA.
| |
Collapse
|
8
|
Natural Products of the Fungal Genus Humicola: Diversity, Biological Activity, and Industrial Importance. Curr Microbiol 2021; 78:2488-2509. [PMID: 34003333 DOI: 10.1007/s00284-021-02533-6] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 05/03/2021] [Indexed: 12/21/2022]
Abstract
Fungal metabolites are worthily taken into account as a pool of synthetically interesting and remarkably important new lead compounds for medical, agricultural, and chemical industries. Humicola species are known to have biotechnological and industrial potentials. Humicola genus (family Chaetomiaceae) is a prosperous fountainhead of unique and structurally diverse metabolites that have various bioactivities. Moreover, Humicola species attract substantial attention for their marked ability to produce thermostable enzymes with biotechnological and industrial importance. This review highlights the published researches on the isolated metabolites from the genus Humicola and their biological activities as well as the industrial importance of Humicola species. In the current review, more than 50 compounds are described and 84 references are cited.
Collapse
|
9
|
Ferreira RC, Prodger JL, Redd AD, Poon AFY. Quantifying the clonality and dynamics of the within-host HIV-1 latent reservoir. Virus Evol 2021; 7:veaa104. [PMID: 33505711 PMCID: PMC7816690 DOI: 10.1093/ve/veaa104] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Among people living with human immunodeficiency virus type 1 (HIV-1), the long-term persistence of a population of cells carrying transcriptionally silent integrated viral DNA (provirus) remains the primary barrier to developing an effective cure. Ongoing cell division via proliferation is generally considered to be the driving force behind the persistence of this latent HIV-1 reservoir. The contribution of this mechanism (clonal expansion) is supported by the observation that proviral sequences sampled from the reservoir are often identical. This outcome is quantified as the ‘clonality’ of the sample population, e.g. the fraction of provirus sequences observed more than once. However, clonality as a quantitative measure is inconsistently defined and its statistical properties are not well understood. In this Reflections article, we use mathematical and phylogenetic frameworks to formally examine the inherent problems of using clonality to characterize the dynamics and proviral composition of the reservoir. We describe how clonality is not adequate for this task due to the inherent complexity of how infected cells are ‘labeled’ by proviral sequences—the outcome of a sampling process from the evolutionary history of active viral replication before treatment—as well as variation in cell birth and death rates among lineages and over time. Lastly, we outline potential directions in statistical and phylogenetic research to address these issues.
Collapse
Affiliation(s)
- Roux-Cil Ferreira
- Department of Pathology and Laboratory Medicine, Western University, 1151 Richmond Street London, ON, Canada
| | - Jessica L Prodger
- Department of Microbiology and Immunology, Western University, 1151 Richmond Street London, ON, Canada
| | - Andrew D Redd
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, 5640 Fishers Lane Rockville, MD 20852, USA.,Department of Medicine, Johns Hopkins School of Medicine, 600 N. Wolfe Street Baltimore, MD 21205-2196, USA
| | - Art F Y Poon
- Department of Pathology and Laboratory Medicine, Western University, 1151 Richmond Street London, ON, Canada
| |
Collapse
|
10
|
Herbein G. Shock and kill, but don't miss the target. EBioMedicine 2020; 58:102906. [PMID: 32707449 PMCID: PMC7374240 DOI: 10.1016/j.ebiom.2020.102906] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 07/07/2020] [Accepted: 07/07/2020] [Indexed: 11/15/2022] Open
Affiliation(s)
- Georges Herbein
- Department of Virology, EPILAB Pathogens & Inflammation Laboratory, University of Franche-Comté, COMUE Bourgogne Franche-Comté University, EA4266, CHRU Besançon, Besançon, France.
| |
Collapse
|