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Mokaleng B, Choga WT, Bareng OT, Maruapula D, Ditshwanelo D, Kelentse N, Mokgethi P, Moraka NO, Motswaledi MS, Tawe L, Koofhethile CK, Moyo S, Zachariah M, Gaseitsiwe S. No Difference in the Prevalence of HIV-1 gag Cytotoxic T-Lymphocyte-Associated Escape Mutations in Viral Sequences from Early and Late Parts of the HIV-1 Subtype C Pandemic in Botswana. Vaccines (Basel) 2023; 11:1000. [PMID: 37243104 PMCID: PMC10221913 DOI: 10.3390/vaccines11051000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 05/12/2023] [Accepted: 05/15/2023] [Indexed: 05/28/2023] Open
Abstract
HIV is known to accumulate escape mutations in the gag gene in response to the immune response from cytotoxic T lymphocytes (CTLs). These mutations can occur within an individual as well as at a population level. The population of Botswana exhibits a high prevalence of HLA*B57 and HLA*B58, which are associated with effective immune control of HIV. In this retrospective cross-sectional investigation, HIV-1 gag gene sequences were analyzed from recently infected participants across two time periods which were 10 years apart: the early time point (ETP) and late time point (LTP). The prevalence of CTL escape mutations was relatively similar between the two time points-ETP (10.6%) and LTP (9.7%). The P17 protein had the most mutations (9.4%) out of the 36 mutations that were identified. Three mutations (A83T, K18R, Y79H) in P17 and T190A in P24 were unique to the ETP sequences at a prevalence of 2.4%, 4.9%, 7.3%, and 5%, respectively. Mutations unique to the LTP sequences were all in the P24 protein, including T190V (3%), E177D (6%), R264K (3%), G248D (1%), and M228L (11%). Mutation K331R was statistically higher in the ETP (10%) compared to the LTP (1%) sequences (p < 0.01), while H219Q was higher in the LTP (21%) compared to the ETP (5%) (p < 0.01). Phylogenetically, the gag sequences clustered dependently on the time points. We observed a slower adaptation of HIV-1C to CTL immune pressure at a population level in Botswana. These insights into the genetic diversity and sequence clustering of HIV-1C can aid in the design of future vaccine strategies.
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Affiliation(s)
- Baitshepi Mokaleng
- Botswana Harvard AIDS Institute Partnership for HIV Research and Education, Gaborone 999106, Botswana; (B.M.); (W.T.C.); (O.T.B.); (D.M.); (D.D.); (N.K.); (P.M.); (N.O.M.); (C.K.K.); (S.M.)
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone 999106, Botswana; (M.S.M.); (L.T.); (M.Z.)
| | - Wonderful Tatenda Choga
- Botswana Harvard AIDS Institute Partnership for HIV Research and Education, Gaborone 999106, Botswana; (B.M.); (W.T.C.); (O.T.B.); (D.M.); (D.D.); (N.K.); (P.M.); (N.O.M.); (C.K.K.); (S.M.)
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone 999106, Botswana; (M.S.M.); (L.T.); (M.Z.)
| | - Ontlametse Thato Bareng
- Botswana Harvard AIDS Institute Partnership for HIV Research and Education, Gaborone 999106, Botswana; (B.M.); (W.T.C.); (O.T.B.); (D.M.); (D.D.); (N.K.); (P.M.); (N.O.M.); (C.K.K.); (S.M.)
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone 999106, Botswana; (M.S.M.); (L.T.); (M.Z.)
| | - Dorcas Maruapula
- Botswana Harvard AIDS Institute Partnership for HIV Research and Education, Gaborone 999106, Botswana; (B.M.); (W.T.C.); (O.T.B.); (D.M.); (D.D.); (N.K.); (P.M.); (N.O.M.); (C.K.K.); (S.M.)
| | - Doreen Ditshwanelo
- Botswana Harvard AIDS Institute Partnership for HIV Research and Education, Gaborone 999106, Botswana; (B.M.); (W.T.C.); (O.T.B.); (D.M.); (D.D.); (N.K.); (P.M.); (N.O.M.); (C.K.K.); (S.M.)
| | - Nametso Kelentse
- Botswana Harvard AIDS Institute Partnership for HIV Research and Education, Gaborone 999106, Botswana; (B.M.); (W.T.C.); (O.T.B.); (D.M.); (D.D.); (N.K.); (P.M.); (N.O.M.); (C.K.K.); (S.M.)
| | - Patrick Mokgethi
- Botswana Harvard AIDS Institute Partnership for HIV Research and Education, Gaborone 999106, Botswana; (B.M.); (W.T.C.); (O.T.B.); (D.M.); (D.D.); (N.K.); (P.M.); (N.O.M.); (C.K.K.); (S.M.)
- Department of Biological Sciences, Faculty of Science, University of Botswana, Gaborone 999106, Botswana
| | - Natasha Onalenna Moraka
- Botswana Harvard AIDS Institute Partnership for HIV Research and Education, Gaborone 999106, Botswana; (B.M.); (W.T.C.); (O.T.B.); (D.M.); (D.D.); (N.K.); (P.M.); (N.O.M.); (C.K.K.); (S.M.)
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone 999106, Botswana; (M.S.M.); (L.T.); (M.Z.)
| | - Modisa Sekhamo Motswaledi
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone 999106, Botswana; (M.S.M.); (L.T.); (M.Z.)
| | - Leabaneng Tawe
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone 999106, Botswana; (M.S.M.); (L.T.); (M.Z.)
| | - Catherine Kegakilwe Koofhethile
- Botswana Harvard AIDS Institute Partnership for HIV Research and Education, Gaborone 999106, Botswana; (B.M.); (W.T.C.); (O.T.B.); (D.M.); (D.D.); (N.K.); (P.M.); (N.O.M.); (C.K.K.); (S.M.)
- Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, MA 02115, USA
| | - Sikhulile Moyo
- Botswana Harvard AIDS Institute Partnership for HIV Research and Education, Gaborone 999106, Botswana; (B.M.); (W.T.C.); (O.T.B.); (D.M.); (D.D.); (N.K.); (P.M.); (N.O.M.); (C.K.K.); (S.M.)
- Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, MA 02115, USA
| | - Matshediso Zachariah
- School of Allied Health Professions, Faculty of Health Sciences, University of Botswana, Gaborone 999106, Botswana; (M.S.M.); (L.T.); (M.Z.)
| | - Simani Gaseitsiwe
- Botswana Harvard AIDS Institute Partnership for HIV Research and Education, Gaborone 999106, Botswana; (B.M.); (W.T.C.); (O.T.B.); (D.M.); (D.D.); (N.K.); (P.M.); (N.O.M.); (C.K.K.); (S.M.)
- Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, MA 02115, USA
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2
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Sugrue E, Wickenhagen A, Mollentze N, Aziz MA, Sreenu VB, Truxa S, Tong L, da Silva Filipe A, Robertson DL, Hughes J, Rihn SJ, Wilson SJ. The apparent interferon resistance of transmitted HIV-1 is possibly a consequence of enhanced replicative fitness. PLoS Pathog 2022; 18:e1010973. [PMID: 36399512 PMCID: PMC9718408 DOI: 10.1371/journal.ppat.1010973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 12/02/2022] [Accepted: 11/03/2022] [Indexed: 11/19/2022] Open
Abstract
HIV-1 transmission via sexual exposure is an inefficient process. When transmission does occur, newly infected individuals are colonized by the descendants of either a single virion or a very small number of establishing virions. These transmitted founder (TF) viruses are more interferon (IFN)-resistant than chronic control (CC) viruses present 6 months after transmission. To identify the specific molecular defences that make CC viruses more susceptible to the IFN-induced 'antiviral state', we established a single pair of fluorescent TF and CC viruses and used arrayed interferon-stimulated gene (ISG) expression screening to identify candidate antiviral effectors. However, we observed a relatively uniform ISG resistance of transmitted HIV-1, and this directed us to investigate possible underlying mechanisms. Simple simulations, where we varied a single parameter, illustrated that reduced growth rate could possibly underly apparent interferon sensitivity. To examine this possibility, we closely monitored in vitro propagation of a model TF/CC pair (closely matched in replicative fitness) over a targeted range of IFN concentrations. Fitting standard four-parameter logistic growth models, in which experimental variables were regressed against growth rate and carrying capacity, to our in vitro growth curves, further highlighted that small differences in replicative growth rates could recapitulate our in vitro observations. We reasoned that if growth rate underlies apparent interferon resistance, transmitted HIV-1 would be similarly resistant to any growth rate inhibitor. Accordingly, we show that two transmitted founder HIV-1 viruses are relatively resistant to antiretroviral drugs, while their matched chronic control viruses were more sensitive. We propose that, when present, the apparent IFN resistance of transmitted HIV-1 could possibly be explained by enhanced replicative fitness, as opposed to specific resistance to individual IFN-induced defences. However, further work is required to establish how generalisable this mechanism of relative IFN resistance might be.
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Affiliation(s)
- Elena Sugrue
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
| | - Arthur Wickenhagen
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
| | - Nardus Mollentze
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
- School of Biodiversity, One Health & Veterinary Medicine, University of Glasgow, Glasgow, United Kingdom
| | - Muhamad Afiq Aziz
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
- Institute of Biological Sciences, Faculty of Science, University of Malaya, Kuala Lumpur, Malaysia
| | - Vattipally B. Sreenu
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
| | - Sven Truxa
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
- Division of Systems Immunology and Single Cell Biology, German Cancer Research Center, Heidelberg, Germany
| | - Lily Tong
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
| | - Ana da Silva Filipe
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
| | - David L. Robertson
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
| | - Joseph Hughes
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
| | - Suzannah J. Rihn
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
| | - Sam J. Wilson
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, United Kingdom
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3
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Chakraborty C, Sharma AR, Bhattacharya M, Lee SS. A Detailed Overview of Immune Escape, Antibody Escape, Partial Vaccine Escape of SARS-CoV-2 and Their Emerging Variants With Escape Mutations. Front Immunol 2022; 13:801522. [PMID: 35222380 PMCID: PMC8863680 DOI: 10.3389/fimmu.2022.801522] [Citation(s) in RCA: 66] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 01/05/2022] [Indexed: 01/08/2023] Open
Abstract
The infective SARS-CoV-2 is more prone to immune escape. Presently, the significant variants of SARS-CoV-2 are emerging in due course of time with substantial mutations, having the immune escape property. Simultaneously, the vaccination drive against this virus is in progress worldwide. However, vaccine evasion has been noted by some of the newly emerging variants. Our review provides an overview of the emerging variants' immune escape and vaccine escape ability. We have illustrated a broad view related to viral evolution, variants, and immune escape ability. Subsequently, different immune escape approaches of SARS-CoV-2 have been discussed. Different innate immune escape strategies adopted by the SARS-CoV-2 has been discussed like, IFN-I production dysregulation, cytokines related immune escape, immune escape associated with dendritic cell function and macrophages, natural killer cells and neutrophils related immune escape, PRRs associated immune evasion, and NLRP3 inflammasome associated immune evasion. Simultaneously we have discussed the significant mutations related to emerging variants and immune escape, such as mutations in the RBD region (N439K, L452R, E484K, N501Y, K444R) and other parts (D614G, P681R) of the S-glycoprotein. Mutations in other locations such as NSP1, NSP3, NSP6, ORF3, and ORF8 have also been discussed. Finally, we have illustrated the emerging variants' partial vaccine (BioNTech/Pfizer mRNA/Oxford-AstraZeneca/BBIBP-CorV/ZF2001/Moderna mRNA/Johnson & Johnson vaccine) escape ability. This review will help gain in-depth knowledge related to immune escape, antibody escape, and partial vaccine escape ability of the virus and assist in controlling the current pandemic and prepare for the next.
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Affiliation(s)
- Chiranjib Chakraborty
- Department of Biotechnology, School of Life Science and Biotechnology, Adamas University, Kolkata, India
| | - Ashish Ranjan Sharma
- Institute for Skeletal Aging and Orthopedic Surgery, Hallym University-Chuncheon Sacred Heart Hospital, Chuncheon-si, South Korea
| | | | - Sang-Soo Lee
- Institute for Skeletal Aging and Orthopedic Surgery, Hallym University-Chuncheon Sacred Heart Hospital, Chuncheon-si, South Korea
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4
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Olusola BA, Faneye AO, Oluwasemowo OO, Motayo BO, Adebayo S, Oludiran-Ayoade AE, Aleru B, George UE, Oragwa AO. Profiles of mutations in hepatitis B virus surface and polymerase genes isolated from treatment-naïve Nigerians infected with genotype E. J Med Microbiol 2021; 70. [PMID: 33704041 DOI: 10.1099/jmm.0.001338] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Introduction. Hepatitis B virus (HBV) infection is the leading cause of hepatitis, liver cirrhosis, and hepatocellular carcinoma (HCC). HBV genotype E (HBV/E) is the predominant genotype in West Africa and has been linked epidemiologically with chronic and occult HBV infections as well as development of HCC. Mutations in the surface and polymerase genes of HBV have been associated with occult infection, drug resistance, vaccine escape, as well as HCC.Hypothesis/Gap Statement. There is limited data on the occurrence and patterns of mutations associated with occult infection, drug resistance, vaccine escape and HCC for HBV/E.Aim. This study characterized amino acid (aa) substitutions in the major hydrophilic (MHR) and reverse transcriptase (RT) regions of the surface and polymerase genes respectively of HBV sequences from a group of Nigerians with genotype E infection. The CpG islands of the PreC/C and PreS/S regions of these sequences were also described.Methodology. HBV surface and polymerase genes were detected using PCR techniques. Occurrence of new and previously described mutations in these genes were analysed using phylogenetic techniques.Results. Overall 13 HBV isolates were each sequenced for polymerase and surface genes mutations. Thirteen and nine PreS/S and PreC/C HBV genes respectively were analysed for CpG islands. Mutations in the MHR and a-determinants region of the S protein were discovered in eleven and nine of the 13 tested isolates respectively. These mutations were concomitant with aa changes in the RT functional domains of the isolates. Mutations associated with vaccine escape, occult infection and poor HCC prognosis were identified in HBV/E isolated in this study. Furthermore, all the isolates had at least one putative nucleotide analogue resistance mutations. Drug resistance mutations had the highest association with CpG islands.Conclusion. The results of this study contribute to further understanding of HBV variability in Nigeria and the West African region. This will aid the planning of adequate HBV immunization and treatment programmes for the countries in the region.
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Affiliation(s)
- Babatunde A Olusola
- Department of Virology, College of Medicine, University of Ibadan, Ibadan, Nigeria
| | - Adedayo O Faneye
- Department of Virology, College of Medicine, University of Ibadan, Ibadan, Nigeria
| | | | - Babatunde O Motayo
- Federal Medical Center, Abeokuta, Nigeria.,Department of Virology, College of Medicine, University of Ibadan, Ibadan, Nigeria
| | - Sopeju Adebayo
- Department of Virology, College of Medicine, University of Ibadan, Ibadan, Nigeria
| | - Ayomide E Oludiran-Ayoade
- Present address: Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, Alberta, Canada.,Department of Virology, College of Medicine, University of Ibadan, Ibadan, Nigeria
| | - Bisola Aleru
- Department of Virology, College of Medicine, University of Ibadan, Ibadan, Nigeria
| | - Uwem E George
- Department of Biological Sciences, Redeemer's University, Ede, Osun State, Nigeria
| | - Arthur O Oragwa
- Department of Veterinary Microbiology, Faculty of Veterinary Medicine, University of Jos, Jos-Plateau State, Nigeria
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5
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Liao LE, Carruthers J, Smither SJ, Weller SA, Williamson D, Laws TR, García-Dorival I, Hiscox J, Holder BP, Beauchemin CAA, Perelson AS, López-García M, Lythe G, Barr JN, Molina-París C. Quantification of Ebola virus replication kinetics in vitro. PLoS Comput Biol 2020; 16:e1008375. [PMID: 33137116 PMCID: PMC7660928 DOI: 10.1371/journal.pcbi.1008375] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 11/12/2020] [Accepted: 09/23/2020] [Indexed: 12/17/2022] Open
Abstract
Mathematical modelling has successfully been used to provide quantitative descriptions of many viral infections, but for the Ebola virus, which requires biosafety level 4 facilities for experimentation, modelling can play a crucial role. Ebola virus modelling efforts have primarily focused on in vivo virus kinetics, e.g., in animal models, to aid the development of antivirals and vaccines. But, thus far, these studies have not yielded a detailed specification of the infection cycle, which could provide a foundational description of the virus kinetics and thus a deeper understanding of their clinical manifestation. Here, we obtain a diverse experimental data set of the Ebola virus infection in vitro, and then make use of Bayesian inference methods to fully identify parameters in a mathematical model of the infection. Our results provide insights into the distribution of time an infected cell spends in the eclipse phase (the period between infection and the start of virus production), as well as the rate at which infectious virions lose infectivity. We suggest how these results can be used in future models to describe co-infection with defective interfering particles, which are an emerging alternative therapeutic.
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Affiliation(s)
- Laura E. Liao
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM, USA 87545
| | - Jonathan Carruthers
- Department of Applied Mathematics, School of Mathematics, University of Leeds, Leeds LS2 9JT, UK
| | | | | | - Simon A. Weller
- Defence Science and Technology Laboratory, Salisbury SP4 0JQ, UK
| | - Diane Williamson
- Defence Science and Technology Laboratory, Salisbury SP4 0JQ, UK
| | - Thomas R. Laws
- Defence Science and Technology Laboratory, Salisbury SP4 0JQ, UK
| | - Isabel García-Dorival
- Institute of Infection and Global Health, University of Liverpool, Liverpool, L69 7BE, UK
| | - Julian Hiscox
- Institute of Infection and Global Health, University of Liverpool, Liverpool, L69 7BE, UK
| | - Benjamin P. Holder
- Department of Physics, Grand Valley State University, Allendale, MI, USA 49401
| | - Catherine A. A. Beauchemin
- Department of Physics, Ryerson University, Toronto, ON, Canada M5B 2K3
- Interdisciplinary Theoretical and Mathematical Sciences (iTHEMS) Research Program at RIKEN, Wako, Saitama, Japan, 351-0198
| | - Alan S. Perelson
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM, USA 87545
| | - Martín López-García
- Department of Applied Mathematics, School of Mathematics, University of Leeds, Leeds LS2 9JT, UK
| | - Grant Lythe
- Department of Applied Mathematics, School of Mathematics, University of Leeds, Leeds LS2 9JT, UK
| | - John N. Barr
- School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Carmen Molina-París
- Department of Applied Mathematics, School of Mathematics, University of Leeds, Leeds LS2 9JT, UK
- * E-mail:
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6
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Warren JA, Zhou S, Xu Y, Moeser MJ, MacMillan DR, Council O, Kirchherr J, Sung JM, Roan NR, Adimora AA, Joseph S, Kuruc JD, Gay CL, Margolis DM, Archin N, Brumme ZL, Swanstrom R, Goonetilleke N. The HIV-1 latent reservoir is largely sensitive to circulating T cells. eLife 2020; 9:57246. [PMID: 33021198 PMCID: PMC7593086 DOI: 10.7554/elife.57246] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 09/24/2020] [Indexed: 01/01/2023] Open
Abstract
HIV-1-specific CD8+ T cells are an important component of HIV-1 curative strategies. Viral variants in the HIV-1 reservoir may limit the capacity of T cells to detect and clear virus-infected cells. We investigated the patterns of T cell escape variants in the replication-competent reservoir of 25 persons living with HIV-1 (PLWH) durably suppressed on antiretroviral therapy (ART). We identified all reactive T cell epitopes in the HIV-1 proteome for each participant and sequenced HIV-1 outgrowth viruses from resting CD4+ T cells. All non-synonymous mutations in reactive T cell epitopes were tested for their effect on the size of the T cell response, with a≥50% loss defined as an escape mutation. The majority (68%) of T cell epitopes harbored no detectable escape mutations. These findings suggest that circulating T cells in PLWH on ART could contribute to control of rebound and could be targeted for boosting in curative strategies.
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Affiliation(s)
- Joanna A Warren
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States
| | - Shuntai Zhou
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, United States.,UNC Center For AIDS Research, University of North Carolina, Chapel Hill, United States
| | - Yinyan Xu
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States
| | - Matthew J Moeser
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, United States.,UNC Center For AIDS Research, University of North Carolina, Chapel Hill, United States
| | | | - Olivia Council
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States.,Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, United States
| | - Jennifer Kirchherr
- Department of Medicine, University of North Carolina, Chapel Hill, United States
| | - Julia M Sung
- Department of Medicine, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - Nadia R Roan
- Department of Urology, University of California San Francisco, San Francisco, United States.,Gladstone Institute of Virology and Immunology, San Francisco, United States
| | - Adaora A Adimora
- Department of Medicine, University of North Carolina, Chapel Hill, United States
| | - Sarah Joseph
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - JoAnn D Kuruc
- Department of Medicine, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - Cynthia L Gay
- Department of Medicine, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - David M Margolis
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States.,UNC Center For AIDS Research, University of North Carolina, Chapel Hill, United States.,Department of Medicine, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - Nancie Archin
- Department of Medicine, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - Zabrina L Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada.,Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | - Ronald Swanstrom
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States.,Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, United States.,UNC Center For AIDS Research, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
| | - Nilu Goonetilleke
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, United States.,Department of Medicine, University of North Carolina, Chapel Hill, United States.,UNC HIV Cure Center, University of North Carolina, Chapel Hill, United States
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7
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Macharia GN, Yue L, Staller E, Dilernia D, Wilkins D, Song H, McGowan E, King D, Fast P, Imami N, Price MA, Sanders EJ, Hunter E, Gilmour J. Infection with multiple HIV-1 founder variants is associated with lower viral replicative capacity, faster CD4+ T cell decline and increased immune activation during acute infection. PLoS Pathog 2020; 16:e1008853. [PMID: 32886726 PMCID: PMC7498102 DOI: 10.1371/journal.ppat.1008853] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 09/17/2020] [Accepted: 08/03/2020] [Indexed: 02/07/2023] Open
Abstract
HIV-1 transmission is associated with a severe bottleneck in which a limited number of variants from a pool of genetically diverse quasispecies establishes infection. The IAVI protocol C cohort of discordant couples, female sex workers, other heterosexuals and men who have sex with men (MSM) present varying risks of HIV infection, diverse HIV-1 subtypes and represent a unique opportunity to characterize transmitted/founder viruses (TF) where disease outcome is known. To identify the TF, the HIV-1 repertoire of 38 MSM participants' samples was sequenced close to transmission (median 21 days post infection, IQR 18-41) and assessment of multivariant infection done. Patient derived gag genes were cloned into an NL4.3 provirus to generate chimeric viruses which were characterized for replicative capacity (RC). Finally, an evaluation of how the TF virus predicted disease progression and modified the immune response at both acute and chronic HIV-1 infection was done. There was higher prevalence of multivariant infection compared with previously described heterosexual cohorts. A link was identified between multivariant infection and replicative capacity conferred by gag, whereby TF gag tended to be of lower replicative capacity in multivariant infection (p = 0.02) suggesting an overall lowering of fitness requirements during infection with multiple variants. Notwithstanding, multivariant infection was associated with rapid CD4+ T cell decline and perturbances in the CD4+ T cell and B cell compartments compared to single variant infection, which were reversible upon control of viremia. Strategies aimed at identifying and mitigating multivariant infection could contribute toward improving HIV-1 prognosis and this may involve strategies that tighten the stringency of the transmission bottleneck such as treatment of STI. Furthermore, the sequences and chimeric viruses help with TF based experimental vaccine immunogen design and can be used in functional assays to probe effective immune responses against TF.
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Affiliation(s)
- Gladys N. Macharia
- Department of Medicine, Imperial College London, London, United Kingdom
- IAVI Human Immunology Laboratory, London, United Kingdom
| | - Ling Yue
- Emory Vaccine Centre, Yerkes National Primate Research Centre, Emory University, Atlanta, GA, United States of America
| | - Ecco Staller
- Department of Medicine, Imperial College London, London, United Kingdom
- IAVI Human Immunology Laboratory, London, United Kingdom
| | - Dario Dilernia
- Emory Vaccine Centre, Yerkes National Primate Research Centre, Emory University, Atlanta, GA, United States of America
| | - Daniel Wilkins
- Emory Vaccine Centre, Yerkes National Primate Research Centre, Emory University, Atlanta, GA, United States of America
| | - Heeyah Song
- Emory Vaccine Centre, Yerkes National Primate Research Centre, Emory University, Atlanta, GA, United States of America
| | - Edward McGowan
- Department of Medicine, Imperial College London, London, United Kingdom
- IAVI Human Immunology Laboratory, London, United Kingdom
| | - Deborah King
- Department of Medicine, Imperial College London, London, United Kingdom
- IAVI Human Immunology Laboratory, London, United Kingdom
| | - Pat Fast
- IAVI, New York, NY, United States of America
| | - Nesrina Imami
- Department of Medicine, Imperial College London, London, United Kingdom
| | - Matthew A. Price
- IAVI, New York, NY, United States of America
- Department of Epidemiology and Biostatistics, University of California at San Francisco, San Francisco, CA, United States of America
| | - Eduard J. Sanders
- Kenya Medical Research Institute-Wellcome Trust, Kilifi, Kenya
- Nuffield Department of Clinical Medicine, Centre for Clinical Vaccinology and Tropical Medicine, University of Oxford, Headington, United Kingdom
| | - Eric Hunter
- Emory Vaccine Centre, Yerkes National Primate Research Centre, Emory University, Atlanta, GA, United States of America
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA, United States of America
| | - Jill Gilmour
- Department of Medicine, Imperial College London, London, United Kingdom
- IAVI Human Immunology Laboratory, London, United Kingdom
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8
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External Quality Assessment for Next-Generation Sequencing-Based HIV Drug Resistance Testing: Unique Requirements and Challenges. Viruses 2020; 12:v12050550. [PMID: 32429382 PMCID: PMC7291216 DOI: 10.3390/v12050550] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 05/09/2020] [Accepted: 05/14/2020] [Indexed: 12/25/2022] Open
Abstract
Over the past decade, there has been an increase in the adoption of next generation sequencing (NGS) technologies for HIV drug resistance (HIVDR) testing. NGS far outweighs conventional Sanger sequencing as it has much higher throughput, lower cost when samples are batched and, most importantly, significantly higher sensitivities for variants present at low frequencies, which may have significant clinical implications. Despite the advantages of NGS, Sanger sequencing remains the gold standard for HIVDR testing, largely due to the lack of standardization of NGS-based HIVDR testing. One important aspect of standardization includes external quality assessment (EQA) strategies and programs. Current EQA for Sanger-based HIVDR testing includes proficiency testing where samples are sent to labs and the performance of the lab conducting such assays is evaluated. The current methods for Sanger-based EQA may not apply to NGS-based tests because of the fundamental differences in their technologies and outputs. Sanger-based genotyping reports drug resistance mutations (DRMs) data as dichotomous, whereas NGS-based HIVDR genotyping also reports DRMs as numerical data (percent abundance). Here we present an overview of the need to develop EQA for NGS-based HIVDR testing and some unique challenges that may be encountered.
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9
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Joshi VR, Newman RM, Pack ML, Power KA, Munro JB, Okawa K, Madani N, Sodroski JG, Schmidt AG, Allen TM. Gp41-targeted antibodies restore infectivity of a fusion-deficient HIV-1 envelope glycoprotein. PLoS Pathog 2020; 16:e1008577. [PMID: 32392227 PMCID: PMC7241850 DOI: 10.1371/journal.ppat.1008577] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Revised: 05/21/2020] [Accepted: 04/24/2020] [Indexed: 02/07/2023] Open
Abstract
The HIV-1 envelope glycoprotein (Env) mediates viral entry via conformational changes associated with binding the cell surface receptor (CD4) and coreceptor (CCR5/CXCR4), resulting in subsequent fusion of the viral and cellular membranes. While the gp120 Env surface subunit has been extensively studied for its role in viral entry and evasion of the host immune response, the gp41 transmembrane glycoprotein and its role in natural infection are less well characterized. Here, we identified a primary HIV-1 Env variant that consistently supports >300% increased viral infectivity in the presence of autologous or heterologous HIV-positive plasma. However, in the absence of HIV-positive plasma, viruses with this Env exhibited reduced infectivity that was not due to decreased CD4 binding. Using Env chimeras and sequence analysis, we mapped this phenotype to a change Q563R, in the gp41 heptad repeat 1 (HR1) region. We demonstrate that Q563R reduces viral infection by disrupting formation of the gp41 six-helix bundle required for virus-cell membrane fusion. Intriguingly, antibodies that bind cluster I epitopes on gp41 overcome this inhibitory effect, restoring infectivity to wild-type levels. We further demonstrate that the Q563R change increases HIV-1 sensitivity to broadly neutralizing antibodies (bNAbs) targeting the gp41 membrane-proximal external region (MPER). In summary, we identify an HIV-1 Env variant with impaired infectivity whose Env functionality is restored through the binding of host antibodies. These data contribute to our understanding of gp41 residues involved in membrane fusion and identify a mechanism by which host factors can alleviate a viral defect.
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Affiliation(s)
- Vinita R. Joshi
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, United States of America
- Department of Virology, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Ruchi M. Newman
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Melissa L. Pack
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Karen A. Power
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - James B. Munro
- Department of Microbiology and Physiological Systems, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Ken Okawa
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Navid Madani
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts, United States of America
| | - Joseph G. Sodroski
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts, United States of America
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
- Department of Microbiology, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Aaron G. Schmidt
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, United States of America
- Department of Microbiology, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Todd M. Allen
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, United States of America
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10
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Damilano G, Sued O, Satorres S, Ruiz MJ, Ghiglione Y, Guzman F, Turk G, Quiroga F, Cahn P, Salomón H, Dilernia D. Bioinformatic analysis of post-transmission viral readaptation in Argentine patients with acute HIV-1 infection. INFECTION GENETICS AND EVOLUTION 2020; 81:104207. [PMID: 31991176 DOI: 10.1016/j.meegid.2020.104207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 01/18/2020] [Accepted: 01/22/2020] [Indexed: 11/24/2022]
Abstract
During the acute phase of HIV-1 infection, a strong readaptation occurs in the viral population. Our objective was to analyze the post-transmission mutations associated with escape to the cytotoxic immune response and its relationship with the progression of the infection. In this study, a total of 17 patients were enrolled during acute/early primary HIV infection and 8 subjects that were the HIV positive partner resulting in 8 transmission pairs. Genotyping of the genetic polymorphisms of HLA class I A and B was performed using PCR-SSOP. Viral RNA extraction was from plasma. 570 single Gag-gene amplifications were obtained by limiting-dilution RT-PCR. Epitope prediction was performed with NetMHC CBS prediction server for the 19 HLA-A and B alleles. Cytotoxic response prediction was performed by using the IEDB Analysis Resource. From our results, we deduce that the transmitted CTL / gag escape frequency in the founder virus was at least double compared to the post-transmission events. Additionally, by means of an algorithm that combines these frequencies, we observed that the founder viruses better adapted to the HLA A / B alleles of the recipient could contribute to a greater progression of the infection. Our results suggest that there is a large adaptation of HIV-1 to the HLA A / B alleles prevalent in our population. However, despite this adaptive advantage, the virus needs to make "readjustments" through new escape and compensatory mutations. Interestingly, according to our results, this readaptation could have a role in the progression of the infection.
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Affiliation(s)
- G Damilano
- CONICET-Universidad de Buenos Aires, Instituto de Investigaciones Biomédicas en Retrovirus y Sida (INBIRS), Buenos Aires, Argentina.
| | - O Sued
- Fundación Huésped-Buenos Aires, Argentina
| | - S Satorres
- Facultad de Química, Bioquímica y Farmacia, Universidad Nacional de San luis (UNSL), Argentina
| | - M J Ruiz
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, Quebec, Canada
| | - Y Ghiglione
- CONICET-Universidad de Buenos Aires, Instituto de Investigaciones Biomédicas en Retrovirus y Sida (INBIRS), Buenos Aires, Argentina
| | - F Guzman
- Núcleo de Biotecnología Curauma, Pontificia Universidad Católica de Valparaíso, Chile
| | - G Turk
- CONICET-Universidad de Buenos Aires, Instituto de Investigaciones Biomédicas en Retrovirus y Sida (INBIRS), Buenos Aires, Argentina
| | - F Quiroga
- CONICET-Universidad de Buenos Aires, Instituto de Investigaciones Biomédicas en Retrovirus y Sida (INBIRS), Buenos Aires, Argentina
| | - P Cahn
- Hospital General de Agudos "Dr. JA Fernández", Buenos Aires, Argentina
| | - H Salomón
- CONICET-Universidad de Buenos Aires, Instituto de Investigaciones Biomédicas en Retrovirus y Sida (INBIRS), Buenos Aires, Argentina
| | - D Dilernia
- Emory Vaccine Center, Emory University, Atlanta, GA, United States of America
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11
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Evidence of genomic information and structural restrictions of HIV-1 PR and RT gene regions from individuals experiencing antiretroviral virologic failure. INFECTION GENETICS AND EVOLUTION 2019; 78:104134. [PMID: 31837484 DOI: 10.1016/j.meegid.2019.104134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 11/28/2019] [Accepted: 12/04/2019] [Indexed: 10/25/2022]
Abstract
OBJECTIVES This study analyzed Protease-PR and Reverse Transcriptase-RT HIV-1 genomic information entropy metrics among patients under antiretroviral virologic failure, according to the numbers of virologic failures or resistance mutations. METHODS For this purpose, we used genomic sequences from PR and RT of HIV-1 from a cohort of chronic patients followed up at São Paulo Hospital. RESULTS Informational entropy proportionally increases with the number of antiretroviral virologic failures in PR and RT (p < .001). Affected regions of PR were related to catalytic and structural functions, such as Fulcrum (K20) Flap (M46) and Cantilever (A71). In RT, this occurred at Fingers (E44) and Palm (K219). Informational entropy increases according to the number of resistance mutations in PR and RT (p < .001). Higher PR entropy was proportional to the resistance mutation numbers in Fulcrum (L10), Active site (L24) Flap (M46), Cantilever (L63) and near Interface (L90). In RT, they related to regions responsible for protein stability such as Fingers (T39) and Palm (L100). CONCLUSIONS The antiretroviral selective pressure affects HIV genomic informational entropy at the PR and RT regions, leading to the emergence of more unstable virions. Mapping the three-dimensional structure in these HIV-1 proteins is relevant to designing new antiretroviral targeting resistant strains.
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12
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Wang C, Liu D, Zuo T, Hora B, Cai F, Ding H, Kappes J, Ochsenbauer C, Kong W, Yu X, Bhattacharya T, Perelson AS, Gao F. Accumulated mutations by 6 months of infection collectively render transmitted/founder HIV-1 significantly less fit. J Infect 2019; 80:210-218. [PMID: 31812703 DOI: 10.1016/j.jinf.2019.12.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 11/22/2019] [Accepted: 12/01/2019] [Indexed: 01/16/2023]
Abstract
OBJECTIVE Viral fitness plays an important role in HIV-1 evolution, transmission and pathogenesis. However, how mutations accumulated during early infection affect viral fitness has not been well studied. METHODS Paired infectious molecular clones (IMCs) for transmitted/founder (T/F) and 6-month (6-mo) viruses post infection were generated from 10 infected individuals to investigate the impact of accumulated mutations on viral fitness by comparing 6-mo viruses to their cognate T/F viruses. RESULTS All ten 6-mo viruses were less fit than their cognate T/F viruses. Moreover, the fitness losses of the 6-mo viruses correlated with the decrease in viral loads from the peak of viremia. CONCLUSION These results show that the mutations accumulated during half a year post infection collectively reduce viral fitness and thereby contribute to lowering viral loads.
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Affiliation(s)
- Chu Wang
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun 130012, Jilin, China; Department of Medicine and Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710, USA
| | - Donglai Liu
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun 130012, Jilin, China; Department of Medicine and Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710, USA; Division of the Second in Vitro Diagnostic, National Institute for Food and Drug Control, Beijing 100050, China
| | - Tao Zuo
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun 130012, Jilin, China; Department of Medicine and Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710, USA
| | - Bhavna Hora
- Department of Medicine and Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710, USA
| | - Fangping Cai
- Department of Medicine and Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710, USA
| | - Haitao Ding
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - John Kappes
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Christina Ochsenbauer
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Wei Kong
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun 130012, Jilin, China
| | - Xianghui Yu
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun 130012, Jilin, China
| | - Tanmoy Bhattacharya
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Alan S Perelson
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Feng Gao
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun 130012, Jilin, China; Department of Medicine and Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710, USA.
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13
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Barton JP, Rajkoomar E, Mann JK, Murakowski DK, Toyoda M, Mahiti M, Mwimanzi P, Ueno T, Chakraborty AK, Ndung'u T. Modelling and in vitro testing of the HIV-1 Nef fitness landscape. Virus Evol 2019; 5:vez029. [PMID: 31392033 PMCID: PMC6680064 DOI: 10.1093/ve/vez029] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
An effective vaccine is urgently required to curb the HIV-1 epidemic. We have previously described an approach to model the fitness landscape of several HIV-1 proteins, and have validated the results against experimental and clinical data. The fitness landscape may be used to identify mutation patterns harmful to virus viability, and consequently inform the design of immunogens that can target such regions for immunological control. Here we apply such an analysis and complementary experiments to HIV-1 Nef, a multifunctional protein which plays a key role in HIV-1 pathogenesis. We measured Nef-driven replication capacities as well as Nef-mediated CD4 and HLA-I down-modulation capacities of thirty-two different Nef mutants, and tested model predictions against these results. Furthermore, we evaluated the models using 448 patient-derived Nef sequences for which several Nef activities were previously measured. Model predictions correlated significantly with Nef-driven replication and CD4 down-modulation capacities, but not HLA-I down-modulation capacities, of the various Nef mutants. Similarly, in our analysis of patient-derived Nef sequences, CD4 down-modulation capacity correlated the most significantly with model predictions, suggesting that of the tested Nef functions, this is the most important in vivo. Overall, our results highlight how the fitness landscape inferred from patient-derived sequences captures, at least in part, the in vivo functional effects of mutations to Nef. However, the correlation between predictions of the fitness landscape and measured parameters of Nef function is not as accurate as the correlation observed in past studies for other proteins. This may be because of the additional complexity associated with inferring the cost of mutations on the diverse functions of Nef.
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Affiliation(s)
- John P Barton
- Departments of Chemical Engineering, Physics, and Chemistry, Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA, USA.,Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Boston, MA, USA
| | - Erasha Rajkoomar
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Jaclyn K Mann
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Dariusz K Murakowski
- Departments of Chemical Engineering, Physics, and Chemistry, Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Mako Toyoda
- Center for AIDS Research, Kumamoto University, Kumamoto, Japan
| | | | | | - Takamasa Ueno
- Center for AIDS Research, Kumamoto University, Kumamoto, Japan.,International Research Center for Medical Sciences (IRCMS), Kumamoto University, Kumamoto, Japan
| | - Arup K Chakraborty
- Departments of Chemical Engineering, Physics, and Chemistry, Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA, USA.,Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Boston, MA, USA
| | - Thumbi Ndung'u
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Boston, MA, USA.,HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa.,Africa Health Research Institute, Durban, South Africa.,Max Planck Institute for Infection Biology, Chariteplatz, D-10117 Berlin, Germany
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14
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Tough RH, McLaren PJ. Interaction of the Host and Viral Genome and Their Influence on HIV Disease. Front Genet 2019; 9:720. [PMID: 30728828 PMCID: PMC6351501 DOI: 10.3389/fgene.2018.00720] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 12/21/2018] [Indexed: 01/23/2023] Open
Abstract
The course of Human Immunodeficiency Virus type 1 (HIV) infection is a dynamic interplay in which both host and viral genetic variation, among other factors, influence disease susceptibility and rate of progression. HIV set-point viral load (spVL), a key indicator of HIV disease progression, has an estimated 30% of variance attributable to common heritable effects and roughly 70% attributable to environmental factors and/or additional non-genetic factors. Genome-wide genotyping and sequencing studies have allowed for large-scale association testing studying host and viral genetic variants associated with infection and disease progression. Host genomics of HIV infection has been studied predominantly in Caucasian populations consistently identifying human leukocyte antigen (HLA) genes and C-C motif chemokine receptor 5 as key factors of HIV susceptibility and progression. However, these studies don’t fully assess all classes of genetic variation (e.g., very rare polymorphisms, copy number variants etc.) and do not inform on non-European ancestry groups. Additionally, viral sequence variability has been demonstrated to influence disease progression independently of host genetic variation. Viral sequence variation can be attributed to the rapid evolution of the virus within the host due to the selective pressure of the host immune response. As the host immune system responds to the virus, e.g., through recognition of HIV antigens, the virus is able to mitigate this response by evolving HLA-specific escape mutations. Diversity of viral genotypes has also been correlated with moderate to strong effects on CD4+ T cell decline and some studies showing weak to no correlation with spVL. There is evidence to support these viral genetic factors being heritable between individuals and the evolution of these factors having important consequences in the genetic epidemiology of HIV infection on a population level. This review will discuss the host-pathogen interaction of HIV infection, explore the importance of host and viral genetics for a better understanding of pathogenesis and identify opportunities for additional genetic studies.
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Affiliation(s)
- Riley H Tough
- JC Wilt Infectious Diseases Research Centre, Public Health Agency of Canada, Winnipeg, MB, Canada.,Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MB, Canada
| | - Paul J McLaren
- JC Wilt Infectious Diseases Research Centre, Public Health Agency of Canada, Winnipeg, MB, Canada.,Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MB, Canada
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15
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Yang Y, Ganusov VV. Kinetics of HIV-Specific CTL Responses Plays a Minimal Role in Determining HIV Escape Dynamics. Front Immunol 2018; 9:140. [PMID: 29472921 PMCID: PMC5810297 DOI: 10.3389/fimmu.2018.00140] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Accepted: 01/16/2018] [Indexed: 11/13/2022] Open
Abstract
Cytotoxic T lymphocytes (CTLs) have been suggested to play an important role in controlling human immunodeficiency virus (HIV-1 or simply HIV) infection. HIV, due to its high mutation rate, can evade recognition of T cell responses by generating escape variants that cannot be recognized by HIV-specific CTLs. Although HIV escape from CTL responses has been well documented, factors contributing to the timing and the rate of viral escape from T cells have not been fully elucidated. Fitness costs associated with escape and magnitude of the epitope-specific T cell response are generally considered to be the key in determining timing of HIV escape. Several previous analyses generally ignored the kinetics of T cell responses in predicting viral escape by either considering constant or maximal T cell response; several studies also considered escape from different T cell responses to be independent. Here, we focus our analysis on data from two patients from a recent study with relatively frequent measurements of both virus sequences and HIV-specific T cell response to determine impact of CTL kinetics on viral escape. In contrast with our expectation, we found that including temporal dynamics of epitope-specific T cell response did not improve the quality of fit of different models to escape data. We also found that for well-sampled escape data, the estimates of the model parameters including T cell killing efficacy did not strongly depend on the underlying model for escapes: models assuming independent, sequential, or concurrent escapes from multiple CTL responses gave similar estimates for CTL killing efficacy. Interestingly, the model assuming sequential escapes (i.e., escapes occurring along a defined pathway) was unable to accurately describe data on escapes occurring rapidly within a short-time window, suggesting that some of model assumptions must be violated for such escapes. Our results thus suggest that the current sparse measurements of temporal CTL dynamics in blood bear little quantitative information to improve predictions of HIV escape kinetics. More frequent measurements using more sensitive techniques and sampling in secondary lymphoid tissues may allow to better understand whether and how CTL kinetics impacts viral escape.
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Affiliation(s)
- Yiding Yang
- Department of Microbiology, University of Tennessee, Knoxville, TN, United States
| | - Vitaly V. Ganusov
- Department of Microbiology, University of Tennessee, Knoxville, TN, United States
- National Institute for Mathematical and Biological Synthesis, University of Tennessee, Knoxville, TN, United States
- Department of Mathematics, University of Tennessee, Knoxville, TN, United States
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16
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Yaseen MM, Abuharfeil NM, Alqudah MA, Yaseen MM. Mechanisms and Factors That Drive Extensive Human Immunodeficiency Virus Type-1 Hypervariability: An Overview. Viral Immunol 2017; 30:708-726. [PMID: 29064351 DOI: 10.1089/vim.2017.0065] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The extensive hypervariability of human immunodeficiency virus type-1 (HIV-1) populations represents a major barrier against the success of currently available antiretroviral therapy. Moreover, it is still the most important obstacle that faces the development of an effective preventive vaccine against this infectious virus. Indeed, several factors can drive such hypervariability within and between HIV-1 patients. These factors include: first, the very low fidelity nature of HIV-1 reverse transcriptase; second, the extremely high HIV-1 replication rate; and third, the high genomic recombination rate that the virus has. All these factors together with the APOBEC3 proteins family and the immune and antiviral drugs pressures drive the extensive hypervariability of HIV-1 populations. Studying these factors and the mechanisms that drive such hypervariability will provide valuable insights that may guide the development of effective therapeutic and preventive strategies against HIV-1 infection in the near future. To this end, in this review, we summarized recent advances in this area of HIV-1 research.
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Affiliation(s)
- Mahmoud Mohammad Yaseen
- 1 Department of Medical Laboratory Sciences, College of Applied Medical Sciences, Jordan University of Science and Technology , Irbid, Jordan
| | - Nizar Mohammad Abuharfeil
- 2 Department of Applied Biological Sciences, College of Science and Arts, Jordan University of Science and Technology , Irbid, Jordan
| | - Mohammad Ali Alqudah
- 3 Department of Clinical Pharmacy, College of Pharmacy, Jordan University of Science and Technology , Irbid, Jordan
| | - Mohammad Mahmoud Yaseen
- 4 Department of Public Health, College of Medicine, Jordan University of Science and Technology , Irbid, Jordan
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17
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Liu D, Wang C, Hora B, Zuo T, Goonetilleke N, Liu MKP, Berrong M, Ferrari G, McMichael AJ, Bhattacharya T, Perelson AS, Gao F. A strongly selected mutation in the HIV-1 genome is independent of T cell responses and neutralizing antibodies. Retrovirology 2017; 14:46. [PMID: 29017536 PMCID: PMC5634943 DOI: 10.1186/s12977-017-0371-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2017] [Accepted: 10/03/2017] [Indexed: 01/19/2023] Open
Abstract
Background Mutations rapidly accumulate in the HIV-1 genome after infection. Some of those mutations are selected by host immune responses and often cause viral fitness losses. This study is to investigate whether strongly selected mutations that are not associated with immune responses result in fitness losses. Results Strongly selected mutations were identified by analyzing 5′-half HIV-1 genome (gag/pol) sequences from longitudinal samples of subject CH0131. The K43R mutation in the gag gene was first detected at day 91 post screening and was fixed in the viral population at day 273 while the synonymous N323tc mutation was first detected at day 177 and fixed at day 670. No conventional or cryptic T cell responses were detected against either mutation sites by ELISpot analysis. However, when fitness costs of both mutations were measured by introducing each mutation into their cognate transmitted/founder (T/F) viral genome, the K43R mutation caused a significant fitness loss while the N323tc mutation had little impact on viral fitness. Conclusions The rapid fixation, the lack of detectable immune responses and the significant fitness cost of the K43R mutation suggests that it was strongly selected by host factors other than T cell responses and neutralizing antibodies.
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Affiliation(s)
- Donglai Liu
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun, Jilin, China.,Department of Medicine, Duke Human Vaccine Institute, Duke University Medical Center, 303 Research Dr., 244 Sands Building, DUMC 102359, Durham, NC, 27710, USA.,Division II of In Vitro Diagnostics for Infectious Diseases, Institute for In Vitro Diagnostics Control, National Institutes for Food and Drug Control, Beijing, China
| | - Chu Wang
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun, Jilin, China.,Department of Medicine, Duke Human Vaccine Institute, Duke University Medical Center, 303 Research Dr., 244 Sands Building, DUMC 102359, Durham, NC, 27710, USA
| | - Bhavna Hora
- Department of Medicine, Duke Human Vaccine Institute, Duke University Medical Center, 303 Research Dr., 244 Sands Building, DUMC 102359, Durham, NC, 27710, USA
| | - Tao Zuo
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun, Jilin, China.,Department of Medicine, Duke Human Vaccine Institute, Duke University Medical Center, 303 Research Dr., 244 Sands Building, DUMC 102359, Durham, NC, 27710, USA
| | - Nilu Goonetilleke
- Department of Microbiology, Immunology and Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Michael K P Liu
- Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, England, UK
| | - Mark Berrong
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
| | - Guido Ferrari
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
| | - Andrew J McMichael
- Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, England, UK
| | | | - Alan S Perelson
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM, USA
| | - Feng Gao
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun, Jilin, China. .,Department of Medicine, Duke Human Vaccine Institute, Duke University Medical Center, 303 Research Dr., 244 Sands Building, DUMC 102359, Durham, NC, 27710, USA.
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18
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Iyer SS, Bibollet-Ruche F, Sherrill-Mix S, Learn GH, Plenderleith L, Smith AG, Barbian HJ, Russell RM, Gondim MVP, Bahari CY, Shaw CM, Li Y, Decker T, Haynes BF, Shaw GM, Sharp PM, Borrow P, Hahn BH. Resistance to type 1 interferons is a major determinant of HIV-1 transmission fitness. Proc Natl Acad Sci U S A 2017; 114:E590-E599. [PMID: 28069935 PMCID: PMC5278458 DOI: 10.1073/pnas.1620144114] [Citation(s) in RCA: 107] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Sexual transmission of HIV-1 is an inefficient process, with only one or few variants of the donor quasispecies establishing the new infection. A critical, and as yet unresolved, question is whether the mucosal bottleneck selects for viruses with increased transmission fitness. Here, we characterized 300 limiting dilution-derived virus isolates from the plasma, and in some instances genital secretions, of eight HIV-1 donor and recipient pairs. Although there were no differences in the amount of virion-associated envelope glycoprotein, recipient isolates were on average threefold more infectious (P = 0.0001), replicated to 1.4-fold higher titers (P = 0.004), were released from infected cells 4.2-fold more efficiently (P < 0.00001), and were significantly more resistant to type I IFNs than the corresponding donor isolates. Remarkably, transmitted viruses exhibited 7.8-fold higher IFNα2 (P < 0.00001) and 39-fold higher IFNβ (P < 0.00001) half-maximal inhibitory concentrations (IC50) than did donor isolates, and their odds of replicating in CD4+ T cells at the highest IFNα2 and IFNβ doses were 35-fold (P < 0.00001) and 250-fold (P < 0.00001) greater, respectively. Interestingly, pretreatment of CD4+ T cells with IFNβ, but not IFNα2, selected donor plasma isolates that exhibited a transmitted virus-like phenotype, and such viruses were also detected in the donor genital tract. These data indicate that transmitted viruses are phenotypically distinct, and that increased IFN resistance represents their most distinguishing property. Thus, the mucosal bottleneck selects for viruses that are able to replicate and spread efficiently in the face of a potent innate immune response.
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Affiliation(s)
- Shilpa S Iyer
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Frederic Bibollet-Ruche
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Scott Sherrill-Mix
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Gerald H Learn
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Lindsey Plenderleith
- Institute of Evolutionary Biology, and Centre for Immunity, Infection and Evolution, University of Edinburgh, Edinburgh EH9 3FL, United Kingdom
| | - Andrew G Smith
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Hannah J Barbian
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Ronnie M Russell
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Marcos V P Gondim
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Catherine Y Bahari
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Christiana M Shaw
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Yingying Li
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Timothy Decker
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Barton F Haynes
- Human Vaccine Institute, Duke University Medical Center, Durham, NC 27710
- Department of Medicine, Duke University Medical Center, Durham, NC 27710
- Department of Immunology, Duke University Medical Center, Durham, NC 27710
| | - George M Shaw
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
| | - Paul M Sharp
- Institute of Evolutionary Biology, and Centre for Immunity, Infection and Evolution, University of Edinburgh, Edinburgh EH9 3FL, United Kingdom
| | - Persephone Borrow
- Nuffield Department of Clinical Medicine, University of Oxford, Oxford OX3 7FZ, United Kingdom
| | - Beatrice H Hahn
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104;
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104
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19
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Song H, Hora B, Giorgi EE, Kumar A, Cai F, Bhattacharya T, Perelson AS, Gao F. Transmission of Multiple HIV-1 Subtype C Transmitted/founder Viruses into the Same Recipients Was not Determined by Modest Phenotypic Differences. Sci Rep 2016; 6:38130. [PMID: 27909304 PMCID: PMC5133561 DOI: 10.1038/srep38130] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2016] [Accepted: 11/04/2016] [Indexed: 12/13/2022] Open
Abstract
A severe bottleneck exists during HIV-1 mucosal transmission. However, viral properties that determine HIV-1 transmissibility are not fully elucidated. We identified multiple transmitted/founder (T/F) viruses in six HIV-1-infected subjects by analyzing whole genome sequences. Comparison of biological phenotypes of different T/F viruses from the same individual allowed us to more precisely identify critical determinants for viral transmissibility since they were transmitted under similar conditions. All T/F viruses used coreceptor CCR5, while no T/F viruses used CXCR4 or GPR15. However, the efficiency for different T/F viruses from the same individual to use CCR5 was significantly variable, and the differences were even more significant for usage of coreceptors FPRL1, CCR3 and APJ. Resistance to IFN-α was also different between T/F viruses in 2 of 3 individuals. The relative fitness between T/F viruses from the same subject was highly variable (2-6%). Importantly, the levels of coreceptor usage efficiency, resistance to IFN-α and viral fitness were not associated with proportions of T/F viruses in each individual during acute infection. Our results show that the modest but significant differences in coreceptor usage efficiency, IFN-α sensitivity and viral fitness each alone may not play a critical role in HIV-1 transmission.
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Affiliation(s)
- Hongshuo Song
- Department of Medicine, Duke University Medical Center, Durham, NC 27710, USA
| | - Bhavna Hora
- Department of Medicine, Duke University Medical Center, Durham, NC 27710, USA
| | - Elena E. Giorgi
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Amit Kumar
- Department of Medicine, Duke University Medical Center, Durham, NC 27710, USA
| | - Fangping Cai
- Department of Medicine, Duke University Medical Center, Durham, NC 27710, USA
| | - Tanmoy Bhattacharya
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Alan S. Perelson
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
| | - Feng Gao
- Department of Medicine, Duke University Medical Center, Durham, NC 27710, USA
- National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun 130012, China
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20
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Mónaco DC, Dilernia DA, Fiore-Gartland A, Yu T, Prince JL, Dennis KK, Qin K, Schaefer M, Claiborne DT, Kilembe W, Tang J, Price MA, Farmer P, Gilmour J, Bansal A, Allen S, Goepfert P, Hunter E. Balance between transmitted HLA preadapted and nonassociated polymorphisms is a major determinant of HIV-1 disease progression. J Exp Med 2016; 213:2049-63. [PMID: 27551154 PMCID: PMC5030801 DOI: 10.1084/jem.20151984] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2015] [Accepted: 07/25/2016] [Indexed: 11/05/2022] Open
Abstract
In a cohort of Zambian heterosexual transmission pairs, the authors show that HIV-1–transmitted variants already exhibit a significant degree of preadaptation to the new host's HLA alleles, which, modulated by polymorphisms that decrease viral fitness, determines early set-point VL and the rate of disease progression in the newly infected individual. HIV-1 adapts to a new host through mutations that facilitate immune escape. Here, we evaluate the impact on viral control and disease progression of transmitted polymorphisms that were either preadapted to or nonassociated with the new host’s HLA. In a cohort of 169 Zambian heterosexual transmission pairs, we found that almost one-third of possible HLA-linked target sites in the transmitted virus Gag protein are already adapted, and that this transmitted preadaptation significantly reduced early immune recognition of epitopes. Transmitted preadapted and nonassociated polymorphisms showed opposing effects on set-point VL and the balance between the two was significantly associated with higher set-point VLs in a multivariable model including other risk factors. Transmitted preadaptation was also significantly associated with faster CD4 decline (<350 cells/µl) and this association was stronger after accounting for nonassociated polymorphisms, which were linked with slower CD4 decline. Overall, the relative ratio of the two classes of polymorphisms was found to be the major determinant of CD4 decline in a multivariable model including other risk factors. This study reveals that, even before an immune response is mounted in the new host, the balance of these opposing factors can significantly influence the outcome of HIV-1 infection.
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Affiliation(s)
| | | | - Andrew Fiore-Gartland
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109
| | - Tianwei Yu
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA 30322
| | | | | | - Kai Qin
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL 35233
| | | | | | | | - Jianming Tang
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL 35233
| | - Matt A Price
- International AIDS Vaccine Initiative (IAVI), San Francisco, CA 94105 Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA 94105
| | - Paul Farmer
- Emory Vaccine Center, Emory University, Atlanta, GA 30322
| | | | - Anju Bansal
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL 35233
| | - Susan Allen
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322
| | - Paul Goepfert
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL 35233
| | - Eric Hunter
- Emory Vaccine Center, Emory University, Atlanta, GA 30322 Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322
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21
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Gordon K, Omar S, Nofemela A, Bandawe G, Williamson C, Woodman Z. Short Communication: A Recombinant Variant with Increased Envelope Entry Efficiency Emerged During Early Infection of an HIV-1 Subtype C Dual Infected Rapid Progressor. AIDS Res Hum Retroviruses 2016; 32:303-10. [PMID: 25905681 DOI: 10.1089/aid.2014.0100] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Mutations in functionally constrained sites of the HIV envelope (Env) can affect entry efficiency and are potential targets for vaccine and drug design. We investigated Du151, a dual-infected individual with rapid disease progression. At her death 19 months postinfection (mpi), she was infected with a recombinant variant, which outgrew both parental viruses. We aimed to determine whether the recombinant virus had enhanced Env entry efficiency compared to the parental viruses and to identify the functional determinant. We generated 15 env clones at 1, 2, 8, and 19 mpi. Pseudovirus carrying a recombinant Env clone (PSV clone), C18 (19 mpi), had significantly higher entry efficiency compared to the parents, suggesting that the recombinant virus had enhanced fitness. To identify the functional determinant, we compared two recombinant PSV clones (C18 and C63)-differing in entry efficiency (2-fold) and by four and three amino acids in gp120 and gp41, respectively. The increased entry efficiency of a C18-gp41 PSV chimera indicated that the three amino acids in the C18 gp41 region were involved (K658, G671, and F717). Site-directed mutagenesis of the three amino acids of C63 showed that a single amino acid mutation, R658K, increased pseudovirion entry efficiency. The introduction of R658 into two PSV clones (C1 and C18) decreased their entry efficiency, suggesting that R658 carries a fitness cost. Thus, our data suggest that a recombinant virus emerged at 19 mpi with enhanced Env entry efficiency. Therefore, K658 in gp41 could in part be a contributing factor to the increased viral load and rapid disease progression of Du151.
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Affiliation(s)
- Kerry Gordon
- Department of Molecular and Cell Biology, University of Cape Town, Cape Town, South Africa
| | - Shatha Omar
- Department of Molecular and Cell Biology, University of Cape Town, Cape Town, South Africa
| | - Andile Nofemela
- Division of Medical Virology and the Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Gama Bandawe
- Division of Medical Virology and the Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Carolyn Williamson
- Division of Medical Virology and the Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, Cape Town, South Africa
- National Health Laboratory Services, Groote Schuur Hospital, Cape Town, South Africa
| | - Zenda Woodman
- Department of Molecular and Cell Biology, University of Cape Town, Cape Town, South Africa
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22
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Moise L, Beseme S, Tassone R, Liu R, Kibria F, Terry F, Martin W, De Groot AS. T cell epitope redundancy: cross-conservation of the TCR face between pathogens and self and its implications for vaccines and autoimmunity. Expert Rev Vaccines 2016; 15:607-17. [PMID: 26588466 DOI: 10.1586/14760584.2016.1123098] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
T cells are extensively trained on 'self' in the thymus and then move to the periphery, where they seek out and destroy infections and regulate immune response to self-antigens. T cell receptors (TCRs) on T cells' surface recognize T cell epitopes, short linear strings of amino acids presented by antigen-presenting cells. Some of these epitopes activate T effectors, while others activate regulatory T cells. It was recently discovered that T cell epitopes that are highly conserved on their TCR face with human genome sequences are often associated with T cells that regulate immune response. These TCR-cross-conserved or 'redundant epitopes' are more common in proteins found in pathogens that have co-evolved with humans than in other non-commensal pathogens. Epitope redundancy might be the link between pathogens and autoimmune disease. This article reviews recently published data and addresses epitope redundancy, the "elephant in the room" for vaccine developers and T cell immunologists.
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Affiliation(s)
- Leonard Moise
- a EpiVax, Inc ., Providence , RI , USA.,b Institute for Immunology and Informatics , University of Rhode Island , Providence , RI , USA
| | | | - Ryan Tassone
- b Institute for Immunology and Informatics , University of Rhode Island , Providence , RI , USA
| | - Rui Liu
- b Institute for Immunology and Informatics , University of Rhode Island , Providence , RI , USA
| | | | | | | | - Anne S De Groot
- a EpiVax, Inc ., Providence , RI , USA.,b Institute for Immunology and Informatics , University of Rhode Island , Providence , RI , USA
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23
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Immonen TT, Conway JM, Romero-Severson EO, Perelson AS, Leitner T. Recombination Enhances HIV-1 Envelope Diversity by Facilitating the Survival of Latent Genomic Fragments in the Plasma Virus Population. PLoS Comput Biol 2015; 11:e1004625. [PMID: 26693708 PMCID: PMC4687844 DOI: 10.1371/journal.pcbi.1004625] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2015] [Accepted: 10/25/2015] [Indexed: 12/23/2022] Open
Abstract
HIV-1 is subject to immune pressure exerted by the host, giving variants that escape the immune response an advantage. Virus released from activated latent cells competes against variants that have continually evolved and adapted to host immune pressure. Nevertheless, there is increasing evidence that virus displaying a signal of latency survives in patient plasma despite having reduced fitness due to long-term immune memory. We investigated the survival of virus with latent envelope genomic fragments by simulating within-host HIV-1 sequence evolution and the cycling of viral lineages in and out of the latent reservoir. Our model incorporates a detailed mutation process including nucleotide substitution, recombination, latent reservoir dynamics, diversifying selection pressure driven by the immune response, and purifying selection pressure asserted by deleterious mutations. We evaluated the ability of our model to capture sequence evolution in vivo by comparing our simulated sequences to HIV-1 envelope sequence data from 16 HIV-infected untreated patients. Empirical sequence divergence and diversity measures were qualitatively and quantitatively similar to those of our simulated HIV-1 populations, suggesting that our model invokes realistic trends of HIV-1 genetic evolution. Moreover, reconstructed phylogenies of simulated and patient HIV-1 populations showed similar topological structures. Our simulation results suggest that recombination is a key mechanism facilitating the persistence of virus with latent envelope genomic fragments in the productively infected cell population. Recombination increased the survival probability of latent virus forms approximately 13-fold. Prevalence of virus with latent fragments in productively infected cells was observed in only 2% of simulations when we ignored recombination, while the proportion increased to 27% of simulations when we allowed recombination. We also found that the selection pressures exerted by different fitness landscapes influenced the shape of phylogenies, diversity trends, and survival of virus with latent genomic fragments. Our model predicts that the persistence of latent genomic fragments from multiple different ancestral origins increases sequence diversity in plasma for reasonable fitness landscapes. Increasing evidence suggests that HIV-1 released from activated latent cells survives in productively infected cells in patient plasma despite competition against better adapted virus variants that have evolved in response to the host immune pressure. Long-term survival requires that latent virus forms adapt to the host immune response so that they are not outcompeted. We simulated the dynamics of HIV-1 envelope sequence evolution in response to host immune pressure to investigate how virus from activated latent cells can survive despite having reduced fitness compared to the more evolved virus variants in patient plasma. The evolutionary trends of our simulated virus populations followed closely those observed in HIV-1 sequence data from 16 patients. Our simulation results suggest that recombination facilitates the survival of genomic fragments originating from virus activated from latent cells. Our model further predicts that sequence diversity increases with the number of latent genomic fragments from different origins that persist in plasma.
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Affiliation(s)
- Taina T. Immonen
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
- * E-mail:
| | - Jessica M. Conway
- Department of Mathematics, The Pennsylvania State University, University Park, Pennsylvania, United States of America
| | - Ethan O. Romero-Severson
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
| | - Alan S. Perelson
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
| | - Thomas Leitner
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
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24
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De Groot AS, Moise L, Liu R, Gutierrez AH, Tassone R, Bailey-Kellogg C, Martin W. Immune camouflage: relevance to vaccines and human immunology. Hum Vaccin Immunother 2015; 10:3570-5. [PMID: 25483703 PMCID: PMC4514035 DOI: 10.4161/hv.36134] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
High strain sequence variability, interference with innate immune mechanisms, and epitope deletion are all examples of strategies that pathogens have evolved to subvert host defenses. To this list we would add another strategy: immune camouflage. Pathogens whose epitope sequences are cross-conserved with multiple human proteins at the TCR-facing residues may be exploiting “ignorance and tolerance," which are mechanisms by which mature T cells avoid immune responses to self-antigens. By adopting amino acid configurations that may be recognized by autologous regulatory T cells, pathogens may be actively suppressing protective immunity. Using the new JanusMatrix TCR-homology-mapping tool, we have identified several such ‘camouflaged’ tolerizing epitopes that are present in the viral genomes of pathogens such as emerging H7N9 influenza. Thus in addition to the overall low number of T helper epitopes that is present in H7 hemaglutinin (as described previously, see http://dx.doi.org/10.4161/hv.24939), the presence of such tolerizing epitopes in H7N9 could explain why, in recent vaccine trials, whole H7N9-HA was poorly immunogenic and associated with low seroconversion rates (see http://dx.doi.org/10.4161/hv.28135). In this commentary, we provide an overview of the immunoinformatics process leading to the discovery of tolerizing epitopes in pathogen genomic sequences, provide a brief summary of laboratory data that validates the discovery, and point the way forward. Removal of viral, bacterial and parasite tolerizing epitopes may permit researchers to develop more effective vaccines and immunotherapeutics in the future.
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Key Words
- Biologic
- Deimmunization
- EpiMatrix
- HA, hemagglutinin
- HCV, Hepatitis C virus
- HIV, human immunodeficiency virus
- HLA, human leukocyte antigen
- IAVs, influenza A viruses
- JanusMatrix
- TCR, T cell receptor
- Td response, T cell-driven response
- Tolerance
- Treg
- Treg, regulatory T cell
- Tregitope
- Tregitope, Treg epitope
- Vaccine
- nTreg, natural regulatory T cells
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25
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Gadhamsetty S, Beltman JB, de Boer RJ. What do mathematical models tell us about killing rates during HIV-1 infection? Immunol Lett 2015; 168:1-6. [PMID: 26279491 DOI: 10.1016/j.imlet.2015.07.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2015] [Revised: 07/15/2015] [Accepted: 07/31/2015] [Indexed: 10/23/2022]
Abstract
Over the past few decades the extent to which cytotoxic T lymphocytes (CTLs) control human immunodeficiency virus (HIV) replication has been studied extensively, yet their role and mode of action remain controversial. In some studies, CTLs were found to kill a large fraction of the productively infected cells relative to the viral cytopathicity, whereas in others CTLs were suggested to kill only a small fraction of infected cells. In this review, we compile published estimates of CTL-mediated death rates, and examine whether these studies permit determining the rate at which CTLs kill HIV-1 infected cells. We highlight potential misinterpretations of the CTL-killing rates from the escape rates of mutants, and from perturbations of the steady state viral load during chronic infection. Our major conclusion is that CTL-mediated killing rates remain unknown. But contrary to current consensus, we argue that killing rates higher than one per day are perfectly consistent with the experimental data, which would imply that the majority of the productively infected cells could still die from CTL-mediated killing rather than from viral cytopathicity.
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Affiliation(s)
- Saikrishna Gadhamsetty
- Theoretical Biology and Bioinformatics, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands.
| | - Joost B Beltman
- Division of Toxicology, Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands
| | - Rob J de Boer
- Theoretical Biology and Bioinformatics, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands
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26
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Fitness-Balanced Escape Determines Resolution of Dynamic Founder Virus Escape Processes in HIV-1 Infection. J Virol 2015. [PMID: 26223634 DOI: 10.1128/jvi.01876-15] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
UNLABELLED To understand the interplay between host cytotoxic T-lymphocyte (CTL) responses and the mechanisms by which HIV-1 evades them, we studied viral evolutionary patterns associated with host CTL responses in six linked transmission pairs. HIV-1 sequences corresponding to full-length p17 and p24 gag were generated by 454 pyrosequencing for all pairs near the time of transmission, and seroconverting partners were followed for a median of 847 days postinfection. T-cell responses were screened by gamma interferon/interleukin-2 (IFN-γ/IL-2) FluoroSpot using autologous peptide sets reflecting any Gag variant present in at least 5% of sequence reads in the individual's viral population. While we found little evidence for the occurrence of CTL reversions, CTL escape processes were found to be highly dynamic, with multiple epitope variants emerging simultaneously. We found a correlation between epitope entropy and the number of epitope variants per response (r = 0.43; P = 0.05). In cases in which multiple escape mutations developed within a targeted epitope, a variant with no fitness cost became fixed in the viral population. When multiple mutations within an epitope achieved fitness-balanced escape, these escape mutants were each maintained in the viral population. Additional mutations found to confer escape but undetected in viral populations incurred high fitness costs, suggesting that functional constraints limit the available sites tolerable to escape mutations. These results further our understanding of the impact of CTL escape and reversion from the founder virus in HIV infection and contribute to the identification of immunogenic Gag regions most vulnerable to a targeted T-cell attack. IMPORTANCE Rapid diversification of the viral population is a hallmark of HIV-1 infection, and understanding the selective forces driving the emergence of viral variants can provide critical insight into the interplay between host immune responses and viral evolution. We used deep sequencing to comprehensively follow viral evolution over time in six linked HIV transmission pairs. We then mapped T-cell responses to explore if mutations arose due to adaption to the host and found that escape processes were often highly dynamic, with multiple mutations arising within targeted epitopes. When we explored the impact of these mutations on replicative capacity, we found that dynamic escape processes only resolve with the selection of mutations that conferred escape with no fitness cost to the virus. These results provide further understanding of the complicated viral-host interactions that occur during early HIV-1 infection and may help inform the design of future vaccine immunogens.
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27
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Manocheewa S, Lanxon-Cookson EC, Liu Y, Swain JV, McClure J, Rao U, Maust B, Deng W, Sunshine JE, Kim M, Rolland M, Mullins JI. Pairwise growth competition assay for determining the replication fitness of human immunodeficiency viruses. J Vis Exp 2015:e52610. [PMID: 25993602 PMCID: PMC4542137 DOI: 10.3791/52610] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
In vitro fitness assays are essential tools for determining viral replication fitness for viruses such as HIV-1. Various measurements have been used to extrapolate viral replication fitness, ranging from the number of viral particles per infectious unit, growth rate in cell culture, and relative fitness derived from multiple-cycle growth competition assays. Growth competition assays provide a particularly sensitive measurement of fitness since the viruses are competing for cellular targets under identical growth conditions. There are several experimental factors to consider when conducting growth competition assays, including the multiplicity of infection (MOI), sampling times, and viral detection and fitness calculation methods. Each factor can affect the end result and hence must be considered carefully during the experimental design. The protocol presented here includes steps from constructing a new recombinant HIV-1 clone to performing growth competition assays and analyzing the experimental results. This protocol utilizes experimental parameter values previously shown to yield consistent and robust results. Alternatives are discussed, as some parameters need to be adjusted according to the cell type and viruses being studied. The protocol contains two alternative viral detection methods to provide flexibility as the availability of instruments, reagents and expertise varies between laboratories.
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Affiliation(s)
| | | | - Yi Liu
- Department of Microbiology, University of Washington
| | | | - Jan McClure
- Department of Microbiology, University of Washington
| | - Ushnal Rao
- Department of Microbiology, University of Washington
| | - Brandon Maust
- Department of Microbiology, University of Washington
| | - Wenjie Deng
- Department of Microbiology, University of Washington
| | | | - Moon Kim
- Department of Microbiology, University of Washington
| | - Morgane Rolland
- U.S Military HIV Research Program, Walter Reed Army Institute of Research; Henry M. Jackson Foundation
| | - James I Mullins
- Department of Microbiology, University of Washington; Departments of Medicine and Laboratory Medicine, University of Washington;
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28
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Wang M, Li JS, Ping Y, Li ZQ, Wang LP, Guo Q, Zhang Z, Yue DL, Wang F, Zhang TF, Islam MS, Zhang Y. The host HLA-A*02 allele is associated with the response to pegylated interferon and ribavirin in patients with chronic hepatitis C virus infection. Arch Virol 2015; 160:1043-54. [PMID: 25666200 DOI: 10.1007/s00705-015-2361-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Accepted: 01/31/2015] [Indexed: 12/16/2022]
Abstract
Human leukocyte antigen (HLA) alleles are associated with both the progression of chronic hepatitis C (CHC) and the sustained virological response (SVR) to antiviral therapy. HLA-A*02 is the most common HLA allele in people of European/Caucasian descent and the Chinese and Japanese population. Therefore, we investigated whether HLA-A*02 expression is associated with disease outcome in Chinese CHC patients. Three hundred thirty-one treatment-naïve CHC patients were recruited in this study. The expression of HLA-A*02 was tested by FACS and LABType SSO assays. All patients were treated weekly with pegylated interferon plus ribavirin (PEG-IFN/RBV) according to a standard protocol. Virological response was assessed by TaqMan assay at the 4th, 12th, 24th, and 48th week of therapy, and again at the 24th week post-therapy. By the end of the study, 293 CHC patients, including 144 HLA-A*02-positive patients and 149 HLA-A*02-negative patients, were evaluable for analysis. There were no statistical differences in clinicopathological parameters between HLA-A*02-positive and negative patients before antiviral therapy (P > 0.05). The HLA-A*02-positive patients had a higher rapid virological response (RVR, 74.3 % versus 62.4 %, P = 0.03) and SVR (78.5 % versus 64.4 %, P = 0.01) and a lower relapse rate (4.2 % versus 11.9 %, P = 0.03) than HLA-A*02-negative patients. Multivariable logistic regression analysis showed that HLA-A*02 expression, liver fibrosis stages <S3, HCV genotype 2a, IL-28B rs8099917 TT, and RVR were independent predictive factors of SVR (P < 0.05). Host HLA-A*02 allele expression is associated with SVR, highlighting the importance of considering HLA-A*02 as a predictor of the response to PEG-IFN/RBV treatment in the Chinese population with CHC.
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Affiliation(s)
- Meng Wang
- Department of Gastroenterology, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Liu D, Zuo T, Hora B, Song H, Kong W, Yu X, Goonetilleke N, Bhattacharya T, Perelson AS, Haynes BF, McMichael AJ, Gao F. Preexisting compensatory amino acids compromise fitness costs of a HIV-1 T cell escape mutation. Retrovirology 2014; 11:101. [PMID: 25407514 PMCID: PMC4264250 DOI: 10.1186/s12977-014-0101-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2014] [Accepted: 10/28/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Fitness costs and slower disease progression are associated with a cytolytic T lymphocyte (CTL) escape mutation T242N in Gag in HIV-1-infected individuals carrying HLA-B*57/5801 alleles. However, the impact of different context in diverse HIV-1 strains on the fitness costs due to the T242N mutation has not been well characterized. To better understand the extent of fitness costs of the T242N mutation and the repair of fitness loss through compensatory amino acids, we investigated its fitness impact in different transmitted/founder (T/F) viruses. RESULTS The T242N mutation resulted in various levels of fitness loss in four different T/F viruses. However, the fitness costs were significantly compromised by preexisting compensatory amino acids in (Isoleucine at position 247) or outside (glutamine at position 219) the CTL epitope. Moreover, the transmitted T242N escape mutant in subject CH131 was as fit as the revertant N242T mutant and the elimination of the compensatory amino acid I247 in the T/F viral genome resulted in significant fitness cost, suggesting the fitness loss caused by the T242N mutation had been fully repaired in the donor at transmission. Analysis of the global circulating HIV-1 sequences in the Los Alamos HIV Sequence Database showed a high prevalence of compensatory amino acids for the T242N mutation and other T cell escape mutations. CONCLUSIONS Our results show that the preexisting compensatory amino acids in the majority of circulating HIV-1 strains could significantly compromise the fitness loss due to CTL escape mutations and thus increase challenges for T cell based vaccines.
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Affiliation(s)
- Donglai Liu
- Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC, 27710, USA. .,National Engineering Laboratory For AIDS Vaccine, College of Life Science, Jilin University, Changchun, 130012, Jilin, China.
| | - Tao Zuo
- Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC, 27710, USA. .,National Engineering Laboratory For AIDS Vaccine, College of Life Science, Jilin University, Changchun, 130012, Jilin, China.
| | - Bhavna Hora
- Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC, 27710, USA.
| | - Hongshuo Song
- Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC, 27710, USA.
| | - Wei Kong
- National Engineering Laboratory For AIDS Vaccine, College of Life Science, Jilin University, Changchun, 130012, Jilin, China.
| | - Xianghui Yu
- National Engineering Laboratory For AIDS Vaccine, College of Life Science, Jilin University, Changchun, 130012, Jilin, China.
| | - Nilu Goonetilleke
- Department of Microbiology, Immunology and Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
| | - Tanmoy Bhattacharya
- Theoretical Division, Los Alamos National laboratory, Los Alamos, NM, 87545, USA.
| | - Alan S Perelson
- Theoretical Division, Los Alamos National laboratory, Los Alamos, NM, 87545, USA.
| | - Barton F Haynes
- Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC, 27710, USA.
| | - Andrew J McMichael
- Weatherall Institute of molecular Medicine, University of Oxford, Oxford, OX3 9DS, England, UK.
| | - Feng Gao
- Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC, 27710, USA. .,National Engineering Laboratory For AIDS Vaccine, College of Life Science, Jilin University, Changchun, 130012, Jilin, China.
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The route of HIV escape from immune response targeting multiple sites is determined by the cost-benefit tradeoff of escape mutations. PLoS Comput Biol 2014; 10:e1003878. [PMID: 25356981 PMCID: PMC4214571 DOI: 10.1371/journal.pcbi.1003878] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2013] [Accepted: 08/21/2014] [Indexed: 12/20/2022] Open
Abstract
Cytotoxic T lymphocytes (CTL) are a major factor in the control of HIV replication. CTL arise in acute infection, causing escape mutations to spread rapidly through the population of infected cells. As a result, the virus develops partial resistance to the immune response. The factors controlling the order of mutating epitope sites are currently unknown and would provide a valuable tool for predicting conserved epitopes. In this work, we adapt a well-established mathematical model of HIV evolution under dynamical selection pressure from multiple CTL clones to include partial impairment of CTL recognition, , as well as cost to viral replication, . The process of escape is described in terms of the cost-benefit tradeoff of escape mutations and predicts a trajectory in the cost-benefit plane connecting sequentially escaped sites, which moves from high recognition loss/low fitness cost to low recognition loss/high fitness cost and has a larger slope for early escapes than for late escapes. The slope of the trajectory offers an interpretation of positive correlation between fitness costs and HLA binding impairment to HLA-A molecules and a protective subset of HLA-B molecules that was observed for clinically relevant escape mutations in the Pol gene. We estimate the value of from published experimental studies to be in the range (0.01–0.86) and show that the assumption of complete recognition loss () leads to an overestimate of mutation cost. Our analysis offers a consistent interpretation of the commonly observed pattern of escape, in which several escape mutations are observed transiently in an epitope. This non-nested pattern is a combined effect of temporal changes in selection pressure and partial recognition loss. We conclude that partial recognition loss is as important as fitness loss for predicting the order of escapes and, ultimately, for predicting conserved epitopes that can be targeted by vaccines. Like many viruses, HIV has evolved mechanisms to evade the host immune response. As early as a few weeks after infection is initiated, mutations appear in the viral genome that reduce the ability of cytotoxic T lymphocytes (CTL) to control virus replication. However, of the many mutations in the viral genome that could potentially mediate viral escape from the CTL response, a specific subset are typically observed. This suggests that some mutations either entail too high a fitness cost for the virus, or are relatively inefficient escape mutations. A successful vaccine would target the CTL response to these regions in such a way that escape would not be possible. We use a computational model of HIV infection in order to study the factors that determine whether a given escape mutation will occur, how long it will be maintained in the population, and how these changes in the viral genome will affect the CTL response. Our analysis highlights the important role of partial recognition loss conferred by a mutation in producing the complex dynamics of escape that are observed during the course of infection.
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Liu J, Song H, Liu D, Zuo T, Lu F, Zhuang H, Gao F. Extensive recombination due to heteroduplexes generates large amounts of artificial gene fragments during PCR. PLoS One 2014; 9:e106658. [PMID: 25211143 PMCID: PMC4161356 DOI: 10.1371/journal.pone.0106658] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2014] [Accepted: 08/07/2014] [Indexed: 11/18/2022] Open
Abstract
Artificial recombinants can be generated during PCR when more than two genetically distinct templates coexist in a single PCR reaction. These recombinant amplicons can lead to the false interpretation of genetic diversity and incorrect identification of biological phenotypes that do not exist in vivo. We investigated how recombination between 2 or 35 genetically distinct HIV-1 genomes was affected by different PCR conditions using the parallel allele-specific sequencing (PASS) assay and the next generation sequencing method. In a standard PCR condition, about 40% of amplicons in a PCR reaction were recombinants. The high recombination frequency could be significantly reduced if the number of amplicons in a PCR reaction was below a threshold of 1013–1014 using low thermal cycles, fewer input templates, and longer extension time. Heteroduplexes (each DNA strand from a distinct template) were present at a large proportion in the PCR products when more thermal cycles, more templates, and shorter extension time were used. Importantly, the majority of recombinants were identified in heteroduplexes, indicating that the recombinants were mainly generated through heteroduplexes. Since prematurely terminated extension fragments can form heteroduplexes by annealing to different templates during PCR amplification, recombination has a better chance to occur with samples containing different genomes when the number of amplicons accumulate over the threshold. New technologies are warranted to accurately characterize complex quasispecies gene populations.
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Affiliation(s)
- Jia Liu
- Department of Microbiology, Peking University Health Science Center, Beijing, China
| | - Hongshuo Song
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, United State of America
| | - Donglai Liu
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, United State of America
- National Engineering Laboratory for AIDS Vaccine, College of Life Science, Jilin University, Changchun, Jilin, China
| | - Tao Zuo
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, United State of America
- National Engineering Laboratory for AIDS Vaccine, College of Life Science, Jilin University, Changchun, Jilin, China
| | - Fengmin Lu
- Department of Microbiology, Peking University Health Science Center, Beijing, China
| | - Hui Zhuang
- Department of Microbiology, Peking University Health Science Center, Beijing, China
| | - Feng Gao
- Department of Medicine, Duke University Medical Center, Durham, North Carolina, United State of America
- National Engineering Laboratory for AIDS Vaccine, College of Life Science, Jilin University, Changchun, Jilin, China
- * E-mail:
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Martin E, Carlson JM, Le AQ, Chopera DR, McGovern R, Rahman MA, Ng C, Jessen H, Kelleher AD, Markowitz M, Allen TM, Milloy MJ, Carrington M, Wainberg MA, Brumme ZL. Early immune adaptation in HIV-1 revealed by population-level approaches. Retrovirology 2014; 11:64. [PMID: 25212686 PMCID: PMC4190299 DOI: 10.1186/s12977-014-0064-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2014] [Accepted: 07/24/2014] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The reproducible nature of HIV-1 escape from HLA-restricted CD8+ T-cell responses allows the identification of HLA-associated viral polymorphisms "at the population level" - that is, via analysis of cross-sectional, linked HLA/HIV-1 genotypes by statistical association. However, elucidating their timing of selection traditionally requires detailed longitudinal studies, which are challenging to undertake on a large scale. We investigate whether the extent and relative timecourse of immune-driven HIV adaptation can be inferred via comparative cross-sectional analysis of independent early and chronic infection cohorts. RESULTS Similarly-powered datasets of linked HLA/HIV-1 genotypes from individuals with early (median < 3 months) and chronic untreated HIV-1 subtype B infection, matched for size (N > 200/dataset), HLA class I and HIV-1 Gag/Pol/Nef diversity, were established. These datasets were first used to define a list of 162 known HLA-associated polymorphisms detectable at the population level in cohorts of the present size and host/viral genetic composition. Of these 162 known HLA-associated polymorphisms, 15% (occurring at 14 Gag, Pol and Nef codons) were already detectable via statistical association in the early infection dataset at p ≤ 0.01 (q < 0.2) - identifying them as the most consistently rapidly escaping sites in HIV-1. Among these were known rapidly-escaping sites (e.g. B*57-Gag-T242N) and others not previously appreciated to be reproducibly rapidly selected (e.g. A*31:01-associated adaptations at Gag codons 397, 401 and 403). Escape prevalence in early infection correlated strongly with first-year escape rates (Pearson's R = 0.68, p = 0.0001), supporting cross-sectional parameters as reliable indicators of longitudinally-derived measures. Comparative analysis of early and chronic datasets revealed that, on average, the prevalence of HLA-associated polymorphisms more than doubles between these two infection stages in persons harboring the relevant HLA (p < 0.0001, consistent with frequent and reproducible escape), but remains relatively stable in persons lacking the HLA (p = 0.15, consistent with slow reversion). Published HLA-specific Hazard Ratios for progression to AIDS correlated positively with average escape prevalence in early infection (Pearson's R = 0.53, p = 0.028), consistent with high early within-host HIV-1 adaptation (via rapid escape and/or frequent polymorphism transmission) as a correlate of progression. CONCLUSION Cross-sectional host/viral genotype datasets represent an underutilized resource to identify reproducible early pathways of HIV-1 adaptation and identify correlates of protective immunity.
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Affiliation(s)
- Eric Martin
- />Faculty of Health Sciences, Simon Fraser University, Burnaby, BC Canada
- />British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC Canada
| | | | - Anh Q Le
- />Faculty of Health Sciences, Simon Fraser University, Burnaby, BC Canada
| | - Denis R Chopera
- />Faculty of Health Sciences, Simon Fraser University, Burnaby, BC Canada
- />KwaZulu-Natal Research Institute for Tuberculosis and HIV, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Rachel McGovern
- />British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC Canada
| | - Manal A Rahman
- />Faculty of Health Sciences, Simon Fraser University, Burnaby, BC Canada
| | - Carmond Ng
- />British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC Canada
| | | | | | - Martin Markowitz
- />Aaron Diamond AIDS Research Center, The Rockefeller University, New York, NY USA
| | - Todd M Allen
- />Ragon Institute of MGH, MIT and Harvard University, Cambridge, MA USA
| | - M-J Milloy
- />British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC Canada
- />Faculty of Medicine, University of British Columbia, Vancouver, BC Canada
| | - Mary Carrington
- />Ragon Institute of MGH, MIT and Harvard University, Cambridge, MA USA
- />Cancer and Inflammation Program, Laboratory of Experimental Immunology, Leidos Biomedical Research Inc, Frederick National Laboratory for Cancer Research, Frederick, MD USA
| | | | - Zabrina L Brumme
- />Faculty of Health Sciences, Simon Fraser University, Burnaby, BC Canada
- />British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC Canada
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Gartland AJ, Li S, McNevin J, Tomaras GD, Gottardo R, Janes H, Fong Y, Morris D, Geraghty DE, Kijak GH, Edlefsen PT, Frahm N, Larsen BB, Tovanabutra S, Sanders-Buell E, deCamp AC, Magaret CA, Ahmed H, Goodridge JP, Chen L, Konopa P, Nariya S, Stoddard JN, Wong K, Zhao H, Deng W, Maust BS, Bose M, Howell S, Bates A, Lazzaro M, O'Sullivan A, Lei E, Bradfield A, Ibitamuno G, Assawadarachai V, O'Connell RJ, deSouza MS, Nitayaphan S, Rerks-Ngarm S, Robb ML, Sidney J, Sette A, Zolla-Pazner S, Montefiori D, McElrath MJ, Mullins JI, Kim JH, Gilbert PB, Hertz T. Analysis of HLA A*02 association with vaccine efficacy in the RV144 HIV-1 vaccine trial. J Virol 2014; 88:8242-55. [PMID: 24829343 PMCID: PMC4135964 DOI: 10.1128/jvi.01164-14] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2014] [Accepted: 05/07/2014] [Indexed: 11/20/2022] Open
Abstract
UNLABELLED The RV144 HIV-1 vaccine trial demonstrated partial efficacy of 31% against HIV-1 infection. Studies into possible correlates of protection found that antibodies specific to the V1 and V2 (V1/V2) region of envelope correlated inversely with infection risk and that viruses isolated from trial participants contained genetic signatures of vaccine-induced pressure in the V1/V2 region. We explored the hypothesis that the genetic signatures in V1 and V2 could be partly attributed to selection by vaccine-primed T cells. We performed a T-cell-based sieve analysis of breakthrough viruses in the RV144 trial and found evidence of predicted HLA binding escape that was greater in vaccine versus placebo recipients. The predicted escape depended on class I HLA A*02- and A*11-restricted epitopes in the MN strain rgp120 vaccine immunogen. Though we hypothesized that this was indicative of postacquisition selection pressure, we also found that vaccine efficacy (VE) was greater in A*02-positive (A*02(+)) participants than in A*02(-) participants (VE = 54% versus 3%, P = 0.05). Vaccine efficacy against viruses with a lysine residue at site 169, important to antibody binding and implicated in vaccine-induced immune pressure, was also greater in A*02(+) participants (VE = 74% versus 15%, P = 0.02). Additionally, a reanalysis of vaccine-induced immune responses that focused on those that were shown to correlate with infection risk suggested that the humoral responses may have differed in A*02(+) participants. These exploratory and hypothesis-generating analyses indicate there may be an association between a class I HLA allele and vaccine efficacy, highlighting the importance of considering HLA alleles and host immune genetics in HIV vaccine trials. IMPORTANCE The RV144 trial was the first to show efficacy against HIV-1 infection. Subsequently, much effort has been directed toward understanding the mechanisms of protection. Here, we conducted a T-cell-based sieve analysis, which compared the genetic sequences of viruses isolated from infected vaccine and placebo recipients. Though we hypothesized that the observed sieve effect indicated postacquisition T-cell selection, we also found that vaccine efficacy was greater for participants who expressed HLA A*02, an allele implicated in the sieve analysis. Though HLA alleles have been associated with disease progression and viral load in HIV-1 infection, these data are the first to suggest the association of a class I HLA allele and vaccine efficacy. While these statistical analyses do not provide mechanistic evidence of protection in RV144, they generate testable hypotheses for the HIV vaccine community and they highlight the importance of assessing the impact of host immune genetics in vaccine-induced immunity and protection. (This study has been registered at ClinicalTrials.gov under registration no. NCT00223080.).
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Affiliation(s)
- Andrew J Gartland
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Sue Li
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - John McNevin
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Georgia D Tomaras
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, North Carolina, USA
| | - Raphael Gottardo
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Holly Janes
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Youyi Fong
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Daryl Morris
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Daniel E Geraghty
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Gustavo H Kijak
- U.S. Military HIV Research Program, Silver Spring, Maryland, USA
| | - Paul T Edlefsen
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Nicole Frahm
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Brendan B Larsen
- Department of Microbiology, University of Washington, Seattle, Washington, USA
| | | | | | - Allan C deCamp
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Craig A Magaret
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Hasan Ahmed
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | | | - Lennie Chen
- Department of Microbiology, University of Washington, Seattle, Washington, USA
| | - Philip Konopa
- Department of Microbiology, University of Washington, Seattle, Washington, USA
| | - Snehal Nariya
- Department of Microbiology, University of Washington, Seattle, Washington, USA
| | - Julia N Stoddard
- Department of Microbiology, University of Washington, Seattle, Washington, USA
| | - Kim Wong
- Department of Microbiology, University of Washington, Seattle, Washington, USA
| | - Hong Zhao
- Department of Microbiology, University of Washington, Seattle, Washington, USA
| | - Wenjie Deng
- Department of Microbiology, University of Washington, Seattle, Washington, USA
| | - Brandon S Maust
- Department of Microbiology, University of Washington, Seattle, Washington, USA
| | - Meera Bose
- U.S. Military HIV Research Program, Silver Spring, Maryland, USA
| | - Shana Howell
- U.S. Military HIV Research Program, Silver Spring, Maryland, USA
| | - Adam Bates
- U.S. Military HIV Research Program, Silver Spring, Maryland, USA
| | - Michelle Lazzaro
- U.S. Military HIV Research Program, Silver Spring, Maryland, USA
| | | | - Esther Lei
- U.S. Military HIV Research Program, Silver Spring, Maryland, USA
| | - Andrea Bradfield
- U.S. Military HIV Research Program, Silver Spring, Maryland, USA
| | - Grace Ibitamuno
- U.S. Military HIV Research Program, Silver Spring, Maryland, USA
| | | | | | | | | | | | - Merlin L Robb
- U.S. Military HIV Research Program, Silver Spring, Maryland, USA
| | - John Sidney
- La Jolla Institute for Allergy and Immunology, La Jolla, California, USA
| | - Alessandro Sette
- La Jolla Institute for Allergy and Immunology, La Jolla, California, USA
| | | | - David Montefiori
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, North Carolina, USA
| | - M Juliana McElrath
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - James I Mullins
- Department of Microbiology, University of Washington, Seattle, Washington, USA
| | - Jerome H Kim
- U.S. Military HIV Research Program, Silver Spring, Maryland, USA
| | - Peter B Gilbert
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Tomer Hertz
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA Shraga Segal Department of Microbiology, Immunology and Genetics, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
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Gao F, Bonsignori M, Liao HX, Kumar A, Xia SM, Lu X, Cai F, Hwang KK, Song H, Zhou T, Lynch RM, Alam SM, Moody MA, Ferrari G, Berrong M, Kelsoe G, Shaw GM, Hahn BH, Montefiori DC, Kamanga G, Cohen MS, Hraber P, Kwong PD, Korber BT, Mascola JR, Kepler TB, Haynes BF. Cooperation of B cell lineages in induction of HIV-1-broadly neutralizing antibodies. Cell 2014; 158:481-91. [PMID: 25065977 PMCID: PMC4150607 DOI: 10.1016/j.cell.2014.06.022] [Citation(s) in RCA: 222] [Impact Index Per Article: 22.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Revised: 05/05/2014] [Accepted: 06/04/2014] [Indexed: 10/25/2022]
Abstract
Development of strategies for induction of HIV-1 broadly neutralizing antibodies (bnAbs) by vaccines is a priority. Determining the steps of bnAb induction in HIV-1-infected individuals who make bnAbs is a key strategy for immunogen design. Here, we study the B cell response in a bnAb-producing individual and report cooperation between two B cell lineages to drive bnAb development. We isolated a virus-neutralizing antibody lineage that targeted an envelope region (loop D) and selected virus escape mutants that resulted in both enhanced bnAb lineage envelope binding and escape mutant neutralization-traits associated with increased B cell antigen drive. Thus, in this individual, two B cell lineages cooperated to induce the development of bnAbs. Design of vaccine immunogens that simultaneously drive both helper and broadly neutralizing B cell lineages may be important for vaccine-induced recapitulation of events that transpire during the maturation of neutralizing antibodies in HIV-1-infected individuals.
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Affiliation(s)
- Feng Gao
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA.
| | - Mattia Bonsignori
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - Hua-Xin Liao
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - Amit Kumar
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - Shi-Mao Xia
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - Xiaozhi Lu
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - Fangping Cai
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - Kwan-Ki Hwang
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - Hongshuo Song
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - Tongqing Zhou
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Rebecca M Lynch
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - S Munir Alam
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - M Anthony Moody
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - Guido Ferrari
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - Mark Berrong
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - Garnett Kelsoe
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - George M Shaw
- Departments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Beatrice H Hahn
- Departments of Medicine and Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - David C Montefiori
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA
| | - Gift Kamanga
- UNC Project, Lilongwe, Malawi; Departments of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Myron S Cohen
- Departments of Medicine, Epidemiology and Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Peter Hraber
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM 87544, USA
| | - Peter D Kwong
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Bette T Korber
- Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM 87544, USA
| | - John R Mascola
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Thomas B Kepler
- Department of Microbiology, Boston University, Boston, MA 02215, USA
| | - Barton F Haynes
- Duke University Human Vaccine Institute, Departments of Medicine, Surgery, Pediatrics and Immunology, Duke University School of Medicine, Durham NC 27710, USA; The Center for HIV/AIDS Vaccine Immunology-Immunogen Discovery at Duke University, Durham NC 27710, USA.
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Song H, Hora B, Bhattacharya T, Goonetilleke N, Liu MKP, Wiehe K, Li H, Iyer SS, McMichael AJ, Perelson AS, Gao F. Reversion and T cell escape mutations compensate the fitness loss of a CD8+ T cell escape mutant in their cognate transmitted/founder virus. PLoS One 2014; 9:e102734. [PMID: 25028937 PMCID: PMC4100905 DOI: 10.1371/journal.pone.0102734] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2014] [Accepted: 06/23/2014] [Indexed: 11/18/2022] Open
Abstract
Immune escape mutations that revert back to the consensus sequence frequently occur in newly HIV-1-infected individuals and have been thought to render the viruses more fit. However, their impact on viral fitness and their interaction with other immune escape mutations have not been evaluated in the background of their cognate transmitted/founder (T/F) viral genomes. To precisely determine the role of reversion mutations, we introduced reversion mutations alone or together with CD8+ T cell escape mutations in their unmodified cognate T/F viral genome and determined their impact on viral fitness in primary CD4+ T cells. Two reversion mutations, V247I and I64T, were identified in Gag and Tat, respectively, but neither had measurable effect on the fitness of their cognate T/F virus. The V247I and G248A mutations that were detected before and concurrently with the potent T cell escape mutation T242N, respectively, were selected by early T cell responses. The V247I or the G248A mutation alone partially restored the fitness loss caused by the T242N mutation. Together they could fully restore the fitness of the T242N mutant to the T/F level. These results demonstrate that the fitness loss caused by a T cell escape mutation could be compensated by preexisting or concurrent reversion and other T cell escape mutations. Our findings indicate that the overall viral fitness is modulated by the complex interplay among T cell escape, compensatory and reversion mutations to maintain the balance between immune escape and viral replication capacity.
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Affiliation(s)
- Hongshuo Song
- Duke Human Vaccine Institute, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Bhavna Hora
- Duke Human Vaccine Institute, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Tanmoy Bhattacharya
- Theoretical Division, Los Alamos National laboratory, Los Alamos, New Mexico, United States of America
- Santa Fe Institute, Santa Fe, New Mexico, United States of America
| | - Nilu Goonetilleke
- Weatherall Institute of molecular Medicine, University of Oxford, Oxford, England, United Kingdom
| | - Michael K. P. Liu
- Weatherall Institute of molecular Medicine, University of Oxford, Oxford, England, United Kingdom
| | - Kevin Wiehe
- Duke Human Vaccine Institute, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Hui Li
- Departments of Medicine and Microbiology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Shilpa S. Iyer
- Departments of Medicine and Microbiology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Andrew J. McMichael
- Weatherall Institute of molecular Medicine, University of Oxford, Oxford, England, United Kingdom
| | - Alan S. Perelson
- Theoretical Division, Los Alamos National laboratory, Los Alamos, New Mexico, United States of America
| | - Feng Gao
- Duke Human Vaccine Institute, Duke University Medical Center, Durham, North Carolina, United States of America
- * E-mail:
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Pandit A, de Boer RJ. Reliable reconstruction of HIV-1 whole genome haplotypes reveals clonal interference and genetic hitchhiking among immune escape variants. Retrovirology 2014; 11:56. [PMID: 24996694 PMCID: PMC4227095 DOI: 10.1186/1742-4690-11-56] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Accepted: 06/24/2014] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Following transmission, HIV-1 evolves into a diverse population, and next generation sequencing enables us to detect variants occurring at low frequencies. Studying viral evolution at the level of whole genomes was hitherto not possible because next generation sequencing delivers relatively short reads. RESULTS We here provide a proof of principle that whole HIV-1 genomes can be reliably reconstructed from short reads, and use this to study the selection of immune escape mutations at the level of whole genome haplotypes. Using realistically simulated HIV-1 populations, we demonstrate that reconstruction of complete genome haplotypes is feasible with high fidelity. We do not reconstruct all genetically distinct genomes, but each reconstructed haplotype represents one or more of the quasispecies in the HIV-1 population. We then reconstruct 30 whole genome haplotypes from published short sequence reads sampled longitudinally from a single HIV-1 infected patient. We confirm the reliability of the reconstruction by validating our predicted haplotype genes with single genome amplification sequences, and by comparing haplotype frequencies with observed epitope escape frequencies. CONCLUSIONS Phylogenetic analysis shows that the HIV-1 population undergoes selection driven evolution, with successive replacement of the viral population by novel dominant strains. We demonstrate that immune escape mutants evolve in a dependent manner with various mutations hitchhiking along with others. As a consequence of this clonal interference, selection coefficients have to be estimated for complete haplotypes and not for individual immune escapes.
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Affiliation(s)
- Aridaman Pandit
- Theoretical Biology and Bioinformatics, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands
| | - Rob J de Boer
- Theoretical Biology and Bioinformatics, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands
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Fenton-May AE, Dibben O, Emmerich T, Ding H, Pfafferott K, Aasa-Chapman MM, Pellegrino P, Williams I, Cohen MS, Gao F, Shaw GM, Hahn BH, Ochsenbauer C, Kappes JC, Borrow P. Relative resistance of HIV-1 founder viruses to control by interferon-alpha. Retrovirology 2013; 10:146. [PMID: 24299076 PMCID: PMC3907080 DOI: 10.1186/1742-4690-10-146] [Citation(s) in RCA: 160] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2013] [Accepted: 11/22/2013] [Indexed: 12/24/2022] Open
Abstract
Background Following mucosal human immunodeficiency virus type 1 (HIV-1) transmission, type 1 interferons (IFNs) are rapidly induced at sites of initial virus replication in the mucosa and draining lymph nodes. However, the role played by IFN-stimulated antiviral activity in restricting HIV-1 replication during the initial stages of infection is not clear. We hypothesized that if type 1 IFNs exert selective pressure on HIV-1 replication in the earliest stages of infection, the founder viruses that succeed in establishing systemic infection would be more IFN-resistant than viruses replicating during chronic infection, when type 1 IFNs are produced at much lower levels. To address this hypothesis, the relative resistance of virus isolates derived from HIV-1-infected individuals during acute and chronic infection to control by type 1 IFNs was analysed. Results The replication of plasma virus isolates generated from subjects acutely infected with HIV-1 and molecularly cloned founder HIV-1 strains could be reduced but not fully suppressed by type 1 IFNs in vitro. The mean IC50 value for IFNα2 (22 U/ml) was lower than that for IFNβ (346 U/ml), although at maximally-inhibitory concentrations both IFN subtypes inhibited virus replication to similar extents. Individual virus isolates exhibited differential susceptibility to inhibition by IFNα2 and IFNβ, likely reflecting variation in resistance to differentially up-regulated IFN-stimulated genes. Virus isolates from subjects acutely infected with HIV-1 were significantly more resistant to in vitro control by IFNα than virus isolates generated from the same individuals during chronic, asymptomatic infection. Viral IFN resistance declined rapidly after the acute phase of infection: in five subjects, viruses derived from six-month consensus molecular clones were significantly more sensitive to the antiviral effects of IFNs than the corresponding founder viruses. Conclusions The establishment of systemic HIV-1 infection by relatively IFNα-resistant founder viruses lends strong support to the hypothesis that IFNα plays an important role in the control of HIV-1 replication during the earliest stages of infection, prior to systemic viral spread. These findings suggest that it may be possible to harness the antiviral activity of type 1 IFNs in prophylactic and potentially also therapeutic strategies to combat HIV-1 infection.
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Affiliation(s)
- Angharad E Fenton-May
- Nuffield Department of Medicine, University of Oxford, NDM Research Building, Old Road Campus, Headington, Oxford OX3 7FZ, UK.
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The selection of low envelope glycoprotein reactivity to soluble CD4 and cold during simian-human immunodeficiency virus infection of rhesus macaques. J Virol 2013; 88:21-40. [PMID: 24131720 DOI: 10.1128/jvi.01558-13] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Envelope glycoprotein (Env) reactivity (ER) describes the propensity of human immunodeficiency virus type 1 (HIV-1) Env to change conformation from the metastable unliganded state in response to the binding of ligands (antibodies and soluble CD4 [sCD4]) or incubation in the cold. To investigate Env properties that favor in vivo persistence, we inoculated rhesus macaques with three closely related CCR5-tropic simian-human immunodeficiency viruses (SHIVs) that differ in ER to cold (ERcold) and ER to sCD4 (ERsCD4); these SHIVs were neutralized by antibodies equivalently and thus were similar in ERantibody. All three SHIVs achieved high levels of acute viremia in the monkeys without alteration of their Env sequences, indicating that neither ERcold nor ERsCD4 significantly influences the establishment of infection. Between 14 and 100 days following infection, viruses with high ERcold and ERsCD4 were counterselected. Remarkably, the virus variant with low ERcold and low ERsCD4 did not elicit a neutralizing antibody response against the infecting virus, despite the generation of high levels of anti-Env antibodies in the infected monkeys. All viruses that achieved persistent viremia escaped from any autologous neutralizing antibodies and exhibited low ERcold and low ERsCD4. One set of gp120 changes determined the decrease in ERcold and ERsCD4, and a different set of gp120 changes determined resistance to autologous neutralizing antibodies. Each set of changes contributed to a reduction in Env-mediated entry. During infection of monkeys, any Env replication fitness costs associated with decreases in ERcold and ERsCD4 may be offset by minimizing the elicitation of autologous neutralizing antibodies.
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Lanxon-Cookson EC, Swain JV, Manocheewa S, Smith RA, Maust B, Kim M, Westfall D, Rolland M, Mullins JI. Factors affecting relative fitness measurements in pairwise competition assays of human immunodeficiency viruses. J Virol Methods 2013; 194:7-13. [PMID: 23933395 DOI: 10.1016/j.jviromet.2013.07.062] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2013] [Revised: 07/30/2013] [Accepted: 07/31/2013] [Indexed: 10/26/2022]
Abstract
Cell culture growth competition assays of human immunodeficiency virus type 1 (HIV-1) are used to estimate viral fitness and quantify the impact of mutations conferring drug resistance and immunological escape. A comprehensive study of growth competition assays was conducted and identified experimental parameters that can impact measurements of relative fitness including multiplicity of infection, viral input ratio, number, timing and interval of time points used to evaluate selective outgrowth, and the algorithm for calculating fitness values. An optimized protocol is developed here that is a multi-point growth competition assay that resolves reproducibly small differences in viral fitness. The optimized protocol uses an MOI of 0.005, a consistent ratio of mutant: parental viruses (70:30), and a multipoint [1+s 4,7] algorithm that uses data points within the logarithmic phase of viral growth for assessing fitness differences.
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Affiliation(s)
- Erinn C Lanxon-Cookson
- Department of Microbiology, University of Washington School of Medicine, Seattle, WA 98105-8070, United States
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Abstract
PURPOSE OF REVIEW One of the major obstacles in fully understanding HIV transmission comes from the impracticality of studying transmission in humans. Because of this encumbrance, the early phases of HIV transmission and systemic dissemination are poorly understood. In order to fully comprehend these critical steps in HIV infection, animal models must be devised to accurately reflect HIV's mode of action. This review seeks to highlight the essential nature of modelling HIV transmission in nonhuman primates (NHPs). RECENT FINDINGS Recently, it was discovered that HIV infection is established in newly infected recipients by a single or few transmitted/founder variants. This has reshaped how animal modelling is conducted with researchers currently recapitulating a physiologically relevant, low-titre infection. Pertinent animal models have been established for the most common routes of infection, including rectal, vaginal and penile transmission; models for intravenous and oral transmission are still in developmental stages. SUMMARY These limited dose models now accurately reflect HIV transmission in humans and provide a realistic experimental platform for vaccine development and other intervention strategies that can be used to inform vaccine development in humans. Using information obtained in NHP and human trials, it is conceivable to envision effective prevention modalities in the near future.
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Affiliation(s)
- Christine M. Fennessey
- AIDS and Cancer Virus Program, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702
| | - Brandon F. Keele
- AIDS and Cancer Virus Program, SAIC-Frederick, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD 21702
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Smith SA, Wood C, West JT. HIV-1 Env C2-V4 diversification in a slow-progressor infant reveals a flat but rugged fitness landscape. PLoS One 2013; 8:e63094. [PMID: 23638182 PMCID: PMC3639246 DOI: 10.1371/journal.pone.0063094] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2013] [Accepted: 03/28/2013] [Indexed: 11/19/2022] Open
Abstract
Human immunodeficiency virus type-1 (HIV-1) fitness has been associated with virus entry, a process mediated by the envelope glycoprotein (Env). We previously described Env genetic diversification in a Zambian, subtype C infected, slow-progressor child (1157i) in parallel with an evolving neutralizing antibody response. Because of the role the Variable-3 loop (V3) plays in transmission, cell tropism, neutralization sensitivity, and fitness, longitudinally isolated 1157i C2-V4 alleles were cloned into HIV-1NL4-3-eGFP and -DsRed2 infectious molecular clones. The fluorescent reporters allowed for dual-infection competitions between all patient-derived C2-V4 chimeras to quantify the effect of V3 diversification and selection on fitness. 'Winners' and 'losers' were readily discriminated among the C2-V4 alleles. Exceptional sensitivity for detection of subtle fitness differences was revealed through analysis of two alleles differing in a single synonymous amino acid. However, when the outcomes of N = 33 competitions were averaged for each chimera, the aggregate analysis showed that despite increasing diversification and divergence with time, natural selection of C2-V4 sequences in this individual did not appear to be producing a 'survival of the fittest' evolutionary pattern. Rather, we detected a relatively flat fitness landscape consistent with mutational robustness. Fitness outcomes were then correlated with individual components of the entry process. Env incorporation into particles correlated best with fitness, suggesting a role for Env avidity, as opposed to receptor/coreceptor affinity, in defining fitness. Nevertheless, biochemical analyses did not identify any step in HIV-1 entry as a dominant determinant of fitness. Our results lead us to conclude that multiple aspects of entry contribute to maintaining adequate HIV-1 fitness, and there is no surrogate analysis for determining fitness. The capacity for subtle polymorphisms in Env to nevertheless significantly impact viral fitness suggests fitness is best defined by head-to-head competition.
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Affiliation(s)
- S. Abigail Smith
- Department of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, United States of America
| | - Charles Wood
- Nebraska Center for Virology, University of Nebraska, Lincoln, Nebraska, United States of America
- School of Biological Sciences, University of Nebraska, Lincoln, Nebraska, United States of America
| | - John T. West
- Department of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, United States of America
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HIV-1 conserved-element vaccines: relationship between sequence conservation and replicative capacity. J Virol 2013; 87:5461-7. [PMID: 23468488 DOI: 10.1128/jvi.03033-12] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
To overcome the problem of HIV-1 variability, candidate vaccine antigens have been designed to be composed of conserved elements of the HIV-1 proteome. Such candidate vaccines could be improved with a better understanding of both HIV-1 evolutionary constraints and the fitness cost of specific mutations. We evaluated the in vitro fitness cost of 23 mutations engineered in the HIV-1 subtype B Gag-p24 Center-of-Tree (COT) protein through fitness competition assays. While some mutations at conserved sites exacted a high fitness cost, as expected under the assumption that the most conserved residue confers the highest fitness, there was no overall strong relationship between sequence conservation and replicative capacity. By comparing sites that have evolved since the beginning of the epidemic to those that have remain unchanged, we found that sites that have evolved over time were more likely to correspond to HLA-associated sites and that their mutation had limited fitness costs. Our data showed no transcendent link between high conservation and high fitness cost, indicating that merely focusing on conserved segments of HIV-1 would not be sufficient for a successful vaccine strategy. Nonetheless, a subset of sites exacted a high fitness cost upon mutation--these sites have been under selective pressure to change since the beginning of the epidemic but have proved virtually nonmutable and could constitute preferred targets for vaccine design.
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