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Griffiths ME, Broos A, Bergner LM, Meza DK, Suarez NM, da Silva Filipe A, Tello C, Becker DJ, Streicker DG. Longitudinal deep sequencing informs vector selection and future deployment strategies for transmissible vaccines. PLoS Biol 2022; 20:e3001580. [PMID: 35439242 PMCID: PMC9017877 DOI: 10.1371/journal.pbio.3001580] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 02/21/2022] [Indexed: 12/04/2022] Open
Abstract
Vaccination is a powerful tool in combating infectious diseases of humans and companion animals. In most wildlife, including reservoirs of emerging human diseases, achieving sufficient vaccine coverage to mitigate disease burdens remains logistically unattainable. Virally vectored "transmissible" vaccines that deliberately spread among hosts are a potentially transformative, but still theoretical, solution to the challenge of immunising inaccessible wildlife. Progress towards real-world application is frustrated by the absence of frameworks to guide vector selection and vaccine deployment prior to major in vitro and in vivo investments in vaccine engineering and testing. Here, we performed deep sequencing on field-collected samples of Desmodus rotundus betaherpesvirus (DrBHV), a candidate vector for a transmissible vaccine targeting vampire bat-transmitted rabies. We discovered 11 strains of DrBHV that varied in prevalence and geographic distribution across Peru. The phylogeographic structure of DrBHV strains was predictable from both host genetics and landscape topology, informing long-term DrBHV-vectored vaccine deployment strategies and identifying geographic areas for field trials where vaccine spread would be naturally contained. Multistrain infections were observed in 79% of infected bats. Resampling of marked individuals over 4 years showed within-host persistence kinetics characteristic of latency and reactivation, properties that might boost individual immunity and lead to sporadic vaccine transmission over the lifetime of the host. Further, strain acquisitions by already infected individuals implied that preexisting immunity and strain competition are unlikely to inhibit vaccine spread. Our results support the development of a transmissible vaccine targeting a major source of human and animal rabies in Latin America and show how genomics can enlighten vector selection and deployment strategies for transmissible vaccines.
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Affiliation(s)
- Megan E. Griffiths
- MRC–University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, United Kingdom
| | - Alice Broos
- MRC–University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, United Kingdom
| | - Laura M. Bergner
- MRC–University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, United Kingdom
| | - Diana K. Meza
- MRC–University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, United Kingdom
| | - Nicolas M. Suarez
- MRC–University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | - Ana da Silva Filipe
- MRC–University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | - Carlos Tello
- Association for the Conservation and Development of Natural Resources, Lima, Peru
- Yunkawasi, Lima, Peru
| | - Daniel J. Becker
- Department of Biology, University of Oklahoma, Norman, Oklahoma, United States of America
| | - Daniel G. Streicker
- MRC–University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, United Kingdom
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Rife Magalis B, Autissier P, Williams KC, Chen X, Browne C, Salemi M. Predator-Prey Dynamics of Intra-Host Simian Immunodeficiency Virus Evolution Within the Untreated Host. Front Immunol 2021; 12:709962. [PMID: 34691023 PMCID: PMC8527182 DOI: 10.3389/fimmu.2021.709962] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 09/21/2021] [Indexed: 01/18/2023] Open
Abstract
The dynamic nature of the SIV population during disease progression in the SIV/macaque model of AIDS and the factors responsible for its behavior have not been documented, largely owing to the lack of sufficient spatial and temporal sampling of both viral and host data from SIV-infected animals. In this study, we detail Bayesian coalescent inference of the changing collective intra-host viral effective population size (Ne ) from various tissues over the course of infection and its relationship with what we demonstrate is a continuously changing immune cell repertoire within the blood. Although the relative contribution of these factors varied among hosts and time points, the adaptive immune response best explained the overall periodic dynamic behavior of the effective virus population. Data exposing the nature of the relationship between the virus and immune cell populations revealed the plausibility of an eco-evolutionary mathematical model, which was able to mimic the large-scale oscillations in Ne through virus escape from relatively few, early immunodominant responses, followed by slower escape from several subdominant and weakened immune populations. The results of this study suggest that SIV diversity within the untreated host is governed by a predator-prey relationship, wherein differing phases of infection are the result of adaptation in response to varying immune responses. Previous investigations into viral population dynamics using sequence data have focused on single estimates of the effective viral population size (Ne ) or point estimates over sparse sampling data to provide insight into the precise impact of immune selection on virus adaptive behavior. Herein, we describe the use of the coalescent phylogenetic frame- work to estimate the relative changes in Ne over time in order to quantify the relationship with empirical data on the dynamic immune composition of the host. This relationship has allowed us to expand on earlier simulations to build a predator-prey model that explains the deterministic behavior of the virus over the course of disease progression. We show that sequential viral adaptation can occur in response to phases of varying immune pressure, providing a broader picture of the viral response throughout the entire course of progression to AIDS.
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Affiliation(s)
- Brittany Rife Magalis
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, United States.,Emerging Pathogens Institute, University of Florida, Gainesville, FL, United States
| | - Patrick Autissier
- Department of Biology, Boston College, Chestnut Hill, MA, United States
| | | | - Xinguang Chen
- Department of Epidemiology, University of Florida, Gainesville, FL, United States
| | - Cameron Browne
- Department of Mathematics, University of Louisiana at Lafayette, Lafayette, LA, United States
| | - Marco Salemi
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL, United States.,Emerging Pathogens Institute, University of Florida, Gainesville, FL, United States
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Banin AN, Tuen M, Bimela JS, Tongo M, Zappile P, Khodadadi‐Jamayran A, Nanfack AJ, Okonko IO, Meli J, Wang X, Mbanya D, Ngogang J, Gorny MK, Heguy A, Fokunang C, Duerr R. Near full genome characterization of HIV-1 unique recombinant forms in Cameroon reveals dominant CRF02_AG and F2 recombination patterns. J Int AIDS Soc 2019; 22:e25362. [PMID: 31353798 PMCID: PMC6661401 DOI: 10.1002/jia2.25362] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 07/04/2019] [Indexed: 02/06/2023] Open
Abstract
INTRODUCTION In Cameroon, a manifold diversity of HIV strains exists with CRF02_AG and unique recombinant forms (URFs) being the predominant strains. In recent years, a steady increase in URFs and clade F2 viruses has been monitored through partial genome sequencing. There is an information gap in the characterization of emerging URFs along the full genome, which is needed to address the challenges URFs pose towards diagnosis, treatment and HIV-1 vaccine design. METHOD Eighteen Cameroonian URFs from samples collected between the years 2000 and 2015 were studied using a newly developed near full genome sequencing (NFGS) protocol based on variable nested RT-PCRs with a versatile primer set. Near full genomes were characterized for recombination patterns and sequence signatures with possible impact on antiretroviral treatment or Env-directed immune responses. Third-generation sequencing (3GS) of near full or half genomes (HGs) gave insight into intra-patient URF diversity. RESULTS The characterized URFs were composed of a broad variety of subtypes and recombinants including A, F, G, CRF01_AE, CRF02_AG and CRF22_01A1. Phylogenetic analysis unveiled dominant CRF02_AG and F2 recombination patterns. 3GS indicated a high intra-patient URF diversity with up to four distinct viral sub-populations present in plasma at the same time. URF pol genomic analysis revealed a number of accessory drug resistance mutations (DRMs) in the ART-naïve participants. Genotypic env analysis suggests CCR5 usage in 14/18 samples and identified deviations at residues, critical for gp120/gp41 interphase and CD4 binding site broadly neutralizing antibodies in more than half of the studied URFs. V1V2 sites of immune pressure in the human RV144 vaccine study varied in more than a third of URFs. CONCLUSIONS This study identified novel mosaic patterns in URFs in Cameroon. In line with the regional predominance of CRF_02AG and the increased prevalence of clade F2, prominent CRF_02AG and F2 background patterns were observed underlying the URFs. In the context of the novel mosaic genomes, the impact of the identified accessory DRMs and Env epitope variations on treatment and immune control remains elusive. The evolving diversity of HIV-1 URFs in Cameroon requires continuous monitoring to respond to the increasing challenges for diagnosis, antiretroviral treatment and prevention.
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Affiliation(s)
- Andrew N Banin
- Department of PathologyNew York University School of MedicineNew YorkNYUSA
- Faculty of Medicine and Biomedical SciencesUniversity of Yaoundé 1YaoundéCameroon
| | - Michael Tuen
- Department of PathologyNew York University School of MedicineNew YorkNYUSA
| | - Jude S Bimela
- Department of PathologyNew York University School of MedicineNew YorkNYUSA
- Faculty of ScienceDepartment of BiochemistryUniversity of Yaoundé 1YaoundéCameroon
| | - Marcel Tongo
- Center of Research for Emerging and Re‐Emerging Diseases (CREMER)Institute of Medical Research and Study of Medicinal PlantsYaoundéCameroon
| | - Paul Zappile
- Department of PathologyNew York University School of MedicineNew YorkNYUSA
| | - Alireza Khodadadi‐Jamayran
- Applied Bioinformatics Laboratories (ABL) and Genome Technology Center (GTC)Division of Advanced Research Technologies (DART)New York University Langone Medical CenterNew YorkNYUSA
| | - Aubin J Nanfack
- Department of PathologyNew York University School of MedicineNew YorkNYUSA
- Medical Diagnostic CenterYaoundéCameroon
- Chantal Biya International Reference Center for Research on HIV/AIDS Prevention and ManagementYaoundéCameroon
| | - Iheanyi O Okonko
- Virus Research UnitDepartment of MicrobiologyUniversity of Port HarcourtPort HarcourtNigeria
| | | | - Xiaohong Wang
- Manhattan Veterans Affairs Harbor Healthcare SystemsNew YorkNYUSA
| | - Dora Mbanya
- Faculty of Medicine and Biomedical SciencesUniversity of Yaoundé 1YaoundéCameroon
| | - Jeanne Ngogang
- Faculty of Medicine and Biomedical SciencesUniversity of Yaoundé 1YaoundéCameroon
| | - Miroslaw K Gorny
- Department of PathologyNew York University School of MedicineNew YorkNYUSA
| | - Adriana Heguy
- Department of PathologyNew York University School of MedicineNew YorkNYUSA
| | - Charles Fokunang
- Faculty of Medicine and Biomedical SciencesUniversity of Yaoundé 1YaoundéCameroon
| | - Ralf Duerr
- Department of PathologyNew York University School of MedicineNew YorkNYUSA
- Manhattan Veterans Affairs Harbor Healthcare SystemsNew YorkNYUSA
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Rojas Sánchez P, Cobos A, Navaro M, Ramos JT, Pagán I, Holguín Á. Impact of Clinical Parameters in the Intrahost Evolution of HIV-1 Subtype B in Pediatric Patients: A Machine Learning Approach. Genome Biol Evol 2018; 9:2715-2726. [PMID: 29044435 PMCID: PMC5647794 DOI: 10.1093/gbe/evx193] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/18/2017] [Indexed: 12/24/2022] Open
Abstract
Determining the factors modulating the genetic diversity of HIV-1 populations is essential to understand viral evolution. This study analyzes the relative importance of clinical factors in the intrahost HIV-1 subtype B (HIV-1B) evolution and in the fixation of drug resistance mutations (DRM) during longitudinal pediatric HIV-1 infection. We recovered 162 partial HIV-1B pol sequences (from 3 to 24 per patient) from 24 perinatally infected patients from the Madrid Cohort of HIV-1 infected children and adolescents in a time interval ranging from 2.2 to 20.3 years. We applied machine learning classification methods to analyze the relative importance of 28 clinical/epidemiological/virological factors in the HIV-1B evolution to predict HIV-1B genetic diversity (d), nonsynonymous and synonymous mutations (dN, dS) and DRM presence. Most of the 24 HIV-1B infected pediatric patients were Spanish (91.7%), diagnosed before 2000 (83.3%), and all were antiretroviral therapy experienced. They had from 0.3 to 18.8 years of HIV-1 exposure at sampling time. Most sequences presented DRM. The best-predictor variables for HIV-1B evolutionary parameters were the age of HIV-1 diagnosis for d, the age at first antiretroviral treatment for dN and the year of HIV-1 diagnosis for ds. The year of infection (birth year) and year of sampling seemed to be relevant for fixation of both DRM at large and, considering drug families, to protease inhibitors (PI). This study identifies, for the first time using machine learning, the factors affecting more HIV-1B pol evolution and those affecting DRM fixation in HIV-1B infected pediatric patients.
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Affiliation(s)
- Patricia Rojas Sánchez
- HIV-1 Molecular Epidemiology Laboratory, Department of Microbiology, Hospital Ramón y Cajal-IRYCIS and CIBER-ESP (Madrid Cohort of HIV-1 Infected Children and Adolescents Integrated in the Pediatric Branch of the Spanish National AIDS Network (CoRISPe), Madrid, Spain.,Transcription-associated genome instability Laboratory, Institute of Cancer and Genomic Sciences, School of Medicine, University of Birmingham, Birmingham, United Kingdom
| | - Alberto Cobos
- Department of Plant-Microbe Interaction, Centro de Biotecnología y Genómica de Plantas (UPM-INIA) and E.T.S.I. Agrónomos, Universidad Politécnica de Madrid, Spain
| | - Marisa Navaro
- Department of Infectious Diseases, Hospital General Universitario Gregorio Marañón-CORISPe, Madrid, Spain
| | - José Tomas Ramos
- Department of Infectious Diseases, Hospital Clínico Universitario and Universidad Complutense-CORISPe, Madrid, Spain
| | - Israel Pagán
- Department of Plant-Microbe Interaction, Centro de Biotecnología y Genómica de Plantas (UPM-INIA) and E.T.S.I. Agrónomos, Universidad Politécnica de Madrid, Spain
| | - África Holguín
- HIV-1 Molecular Epidemiology Laboratory, Department of Microbiology, Hospital Ramón y Cajal-IRYCIS and CIBER-ESP (Madrid Cohort of HIV-1 Infected Children and Adolescents Integrated in the Pediatric Branch of the Spanish National AIDS Network (CoRISPe), Madrid, Spain
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5
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Domínguez-Rodríguez S, Rojas P, Fernández McPhee C, Pagán I, Navarro ML, Ramos JT, Holguín Á. Effect of HIV/HCV Co-Infection on the Protease Evolution of HIV-1B: A Pilot Study in a Pediatric Population. Sci Rep 2018; 8:2347. [PMID: 29403002 PMCID: PMC5799169 DOI: 10.1038/s41598-018-19312-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Accepted: 12/29/2017] [Indexed: 12/28/2022] Open
Abstract
This pilot study evaluates in pediatric patients the impact of HIV/HCV coinfection in the molecular evolution of the HIV-1 subtype B protease (HIV-1BPR). For this study, HIV-1B/HCV coinfected (15) and HIV-1B monoinfected (56) patients with available HIV-1B pol sequences were enrolled. Both groups of patients had comparable gender frequencies and average age, time of infection, antiretroviral treatment (ART) exposure and time under ART. Prevalence of drug resistance mutations (DRM), genetic diversity, number of synonymous (dS) and non-synonymous (dN) mutations per site and selection pressures (dN - dS) in the HIV-1BPR were estimated and compared between mono- and coinfected patients. Both HIV-1B populations presented similar genetic diversity (0.050 ± 0.02 vs. 0.045 ± 0.01) and dS (0.074 ± 0.03 vs. 0.078 ± 0.04). In turn, in coinfected patients the HIV-1BPR had higher dN (0.045 ± 0.01 vs. 0.024 ± 0.01) and dN-dS (-0.026 ± 0.02 vs. -0.048 ± 0.04) values, and less amino acid sites under purifying selection (4.2% vs. 42.1%) than in monoinfected patients. Accordingly, in co-infection with HCV, the HIV-1BPR sites 50, 53, 82, 84 and 88 - associated with resistance to PIs - were under neutral evolution, whereas these sites were under purifying selection in monoinfected patients. This pilot study suggests that HIV-1B may evolve differently in the presence than in the absence of HCV.
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Affiliation(s)
- Sara Domínguez-Rodríguez
- HIV-1 Molecular Epidemiology Laboratory, Microbiology and Parasitology Department, Hospital Ramón y Cajal-IRYCIS and CIBER-ESP, Madrid, 28034, Spain
| | - Patricia Rojas
- HIV-1 Molecular Epidemiology Laboratory, Microbiology and Parasitology Department, Hospital Ramón y Cajal-IRYCIS and CIBER-ESP, Madrid, 28034, Spain
| | - Carolina Fernández McPhee
- Department of Pediatric Infectious Diseases, Hospital Universitario Gregorio Marañón-IisGM-UCM-RITIP-CoRISPe, Madrid, 28009, Spain
| | - Israel Pagán
- Centro de Biotecnología y Genómica de Plantas (UPM-INIA), Campus Montegancedo, Pozuelo de Alarcón, 28223, Madrid, Spain
| | - María Luisa Navarro
- Department of Pediatric Infectious Diseases, Hospital Universitario Gregorio Marañón-IisGM-UCM-RITIP-CoRISPe, Madrid, 28009, Spain
| | - José Tomás Ramos
- Pediatric Department, Hospital Clínico Universitario and Universidad Complutense, Madrid, 28040, Spain
| | - África Holguín
- HIV-1 Molecular Epidemiology Laboratory, Microbiology and Parasitology Department, Hospital Ramón y Cajal-IRYCIS and CIBER-ESP, Madrid, 28034, Spain.
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Palumbo PJ, Wilson EA, Piwowar-Manning E, McCauley M, Gamble T, Kumwenda N, Makhema J, Kumarasamy N, Chariyalertsak S, Hakim JG, Hosseinipour MC, Melo MG, Godbole SV, Pilotto JH, Grinsztejn B, Panchia R, Chen YQ, Cohen MS, Eshleman SH, Fogel JM. Association of HIV diversity and virologic outcomes in early antiretroviral treatment: HPTN 052. PLoS One 2017; 12:e0177281. [PMID: 28481902 PMCID: PMC5421787 DOI: 10.1371/journal.pone.0177281] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2016] [Accepted: 04/24/2017] [Indexed: 11/19/2022] Open
Abstract
Higher HIV diversity has been associated with virologic outcomes in children on antiretroviral treatment (ART). We examined the association of HIV diversity with virologic outcomes in adults from the HPTN 052 trial who initiated ART at CD4 cell counts of 350-550 cells/mm3. A high resolution melting (HRM) assay was used to analyze baseline (pre-treatment) HIV diversity in six regions in the HIV genome (two in gag, one in pol, and three in env) from 95 participants who failed ART. We analyzed the association of HIV diversity in each genomic region with baseline (pre-treatment) factors and three clinical outcomes: time to virologic suppression after ART initiation, time to ART failure, and emergence of HIV drug resistance at ART failure. After correcting for multiple comparisons, we did not find any association of baseline HIV diversity with demographic, laboratory, or clinical characteristics. For the 18 analyses performed for clinical outcomes evaluated, there was only one significant association: higher baseline HIV diversity in one of the three HIV env regions was associated with longer time to ART failure (p = 0.008). The HRM diversity assay may be useful in future studies exploring the relationship between HIV diversity and clinical outcomes in individuals with HIV infection.
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Affiliation(s)
- Philip J Palumbo
- Dept. of Pathology, Johns Hopkins Univ. School of Medicine, Baltimore, Maryland, United States of America
| | - Ethan A Wilson
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
| | - Estelle Piwowar-Manning
- Dept. of Pathology, Johns Hopkins Univ. School of Medicine, Baltimore, Maryland, United States of America
| | - Marybeth McCauley
- Science Facilitation Department, FHI 360, Washington DC, United States of America
| | - Theresa Gamble
- Science Facilitation Department, FHI 360, Durham, North Carolina, United States of America
| | | | - Joseph Makhema
- Botswana-Harvard AIDS Institute Partnership, Gaborone, Botswana
| | | | - Suwat Chariyalertsak
- Research Institute for Health Sciences, Chiang Mai University, Chiang Mai, Thailand
| | - James G Hakim
- Dept. of Medicine, Univ. of Zimbabwe, Harare, Zimbabwe
| | - Mina C Hosseinipour
- Division of Infectious Diseases, Univ. of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- UNC Project-Malawi, Institute for Global Health and Infectious Diseases, Lilongwe, Malawi
| | - Marineide G Melo
- Hospital Nossa Senhora da Conceição, Serviço de Infectologia, Porto Alegre, Brazil
| | | | - Jose H Pilotto
- Hospital Geral de Nova Iguacu and Laboratorio de AIDS e Imunologia Molecular-IOC/Fiocruz, Rio de Janeiro, Brazil
| | - Beatriz Grinsztejn
- Instituto Nacional de Infectologia Evandro Chagas-INI-Fiocruz, Rio de Janeiro, Brazil
| | - Ravindre Panchia
- Univ. of the Witwatersrand, Perinatal HIV Research Unit, Soweto HPTN CRS, Soweto, South Africa
| | - Ying Q Chen
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
| | - Myron S Cohen
- Dept. of Medicine, Univ. of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Susan H Eshleman
- Dept. of Pathology, Johns Hopkins Univ. School of Medicine, Baltimore, Maryland, United States of America
| | - Jessica M Fogel
- Dept. of Pathology, Johns Hopkins Univ. School of Medicine, Baltimore, Maryland, United States of America
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DeLeon O, Hodis H, O’Malley Y, Johnson J, Salimi H, Zhai Y, Winter E, Remec C, Eichelberger N, Van Cleave B, Puliadi R, Harrington RD, Stapleton JT, Haim H. Accurate predictions of population-level changes in sequence and structural properties of HIV-1 Env using a volatility-controlled diffusion model. PLoS Biol 2017; 15:e2001549. [PMID: 28384158 PMCID: PMC5383018 DOI: 10.1371/journal.pbio.2001549] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Accepted: 03/06/2017] [Indexed: 01/08/2023] Open
Abstract
The envelope glycoproteins (Envs) of HIV-1 continuously evolve in the host by random mutations and recombination events. The resulting diversity of Env variants circulating in the population and their continuing diversification process limit the efficacy of AIDS vaccines. We examined the historic changes in Env sequence and structural features (measured by integrity of epitopes on the Env trimer) in a geographically defined population in the United States. As expected, many Env features were relatively conserved during the 1980s. From this state, some features diversified whereas others remained conserved across the years. We sought to identify “clues” to predict the observed historic diversification patterns. Comparison of viruses that cocirculate in patients at any given time revealed that each feature of Env (sequence or structural) exists at a defined level of variance. The in-host variance of each feature is highly conserved among individuals but can vary between different HIV-1 clades. We designate this property “volatility” and apply it to model evolution of features as a linear diffusion process that progresses with increasing genetic distance. Volatilities of different features are highly correlated with their divergence in longitudinally monitored patients. Volatilities of features also correlate highly with their population-level diversification. Using volatility indices measured from a small number of patient samples, we accurately predict the population diversity that developed for each feature over the course of 30 years. Amino acid variants that evolved at key antigenic sites are also predicted well. Therefore, small “fluctuations” in feature values measured in isolated patient samples accurately describe their potential for population-level diversification. These tools will likely contribute to the design of population-targeted AIDS vaccines by effectively capturing the diversity of currently circulating strains and addressing properties of variants expected to appear in the future. HIV-1 is the causative agent of the global AIDS pandemic. The envelope glycoproteins (Envs) of HIV-1 constitute a primary target for antibody-based vaccines. However, the diversity of Envs in the population limits the potential efficacy of this approach. Accurate estimates of the range of variants that currently infect patients and those expected to appear in the future will likely contribute to the design of population-targeted immunogens. We found that different properties (features) of Env have different propensities for small “fluctuations” in their values among viruses that infect patients at any given time point. This propensity of each feature for in-host variance, which we designate “volatility”, is conserved among patients. We apply this parameter to model the evolution of features (in patients and population) as a diffusion process driven by their “diffusion coefficients” (volatilities). Using volatilities measured from a few patient samples from the 1980s, we accurately predict properties of viruses that evolved in the population over the course of 30 years. The diffusion-based model described here efficiently captures evolution of phenotypes in biological systems controlled by a dominant random component.
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Affiliation(s)
- Orlando DeLeon
- Department of Microbiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America
| | - Hagit Hodis
- Department of Microbiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America
| | - Yunxia O’Malley
- Department of Microbiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America
| | - Jacklyn Johnson
- Department of Microbiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America
| | - Hamid Salimi
- Department of Microbiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America
| | - Yinjie Zhai
- Department of Microbiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America
| | - Elizabeth Winter
- Department of Microbiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America
| | - Claire Remec
- Department of Microbiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America
| | - Noah Eichelberger
- Department of Microbiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America
| | - Brandon Van Cleave
- Department of Microbiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America
| | - Ramya Puliadi
- Department of Microbiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America
| | - Robert D. Harrington
- Center for AIDS Research (CFAR) at the University of Washington, Seattle, Washington, United States of America
| | - Jack T. Stapleton
- Department of Microbiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America
- Veterans Affairs Medical Center, Iowa City, Iowa, United States of America
| | - Hillel Haim
- Department of Microbiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America
- * E-mail:
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Analysis of HIV Diversity in HIV-Infected Black Men Who Have Sex with Men (HPTN 061). PLoS One 2016; 11:e0167629. [PMID: 27936098 PMCID: PMC5147928 DOI: 10.1371/journal.pone.0167629] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2016] [Accepted: 11/17/2016] [Indexed: 01/01/2023] Open
Abstract
Background HIV populations often diversify in response to selective pressures, such as the immune response and antiretroviral drug use. We analyzed HIV diversity in Black men who have sex with men who were enrolled in the HIV Prevention Trials Network 061 study. Methods A high resolution melting (HRM) diversity assay was used to measure diversity in six regions of the HIV genome: two in gag, one in pol, and three in env. HIV diversity was analyzed for 146 men who were HIV infected at study enrollment, including three with acute infection and 13 with recent infection (identified using a multi-assay algorithm), and for 21 men who seroconverted during the study. HIV diversification was analyzed in a paired analysis for 62 HIV-infected men using plasma samples from the enrollment and 12-month (end of study) visits. Results Men with acute or recent infection at enrollment and seroconverters had lower median HRM scores (lower HIV diversity) than men with non-recent infection in all six regions analyzed. In univariate analyses, younger age, higher CD4 cell count, and HIV drug resistance were associated with lower median HRM scores in multiple regions; ARV drug detection was marginally associated with lower diversity in the pol region. In multivariate analysis, acute or recent infection (all six regions) and HIV drug resistance (both gag regions) were associated with lower median HRM scores. Diversification in the pol region over 12 months was greater for men with acute or recent infection, higher CD4 cell count, and lower HIV viral load at study enrollment. Conclusions HIV diversity was significantly associated with duration of HIV infection, and lower gag diversity was observed in men who had HIV drug resistance. HIV pol diversification was more pronounced in men with acute or recent infection, higher CD4 cell count, and lower HIV viral load.
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Pagán I, Rojas P, Ramos JT, Holguín Á. Clinical Determinants of HIV-1B Between-Host Evolution and their Association with Drug Resistance in Pediatric Patients. PLoS One 2016; 11:e0167383. [PMID: 27907076 PMCID: PMC5132210 DOI: 10.1371/journal.pone.0167383] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Accepted: 11/14/2016] [Indexed: 01/10/2023] Open
Abstract
Understanding the factors that modulate the evolution of virus populations is essential to design efficient control strategies. Mathematical models predict that factors affecting viral within-host evolution may also determine that at the between-host level. Although HIV-1 within-host evolution has been associated with clinical factors used to monitor AIDS progression, such as patient age, CD4 cells count, viral load, and antiretroviral experience, little is known about the role of these clinical factors in determining between-host HIV-1 evolution. Moreover, whether the relative importance of such factors in HIV-1 evolution vary in adult and children patients, in which the course of infection is different, has seldom been analysed. To address these questions, HIV-1 subtype B (HIV-1B) pol sequences of 163 infected children and 450 adults of Madrid, Spain, were used to estimate genetic diversity, rates of synonymous and non-synonymous mutations, selection pressures and frequency of drug-resistance mutations (DRMs). The role and relative importance of patient age, %CD4, CD4/mm3, viral load, and antiretroviral experience in HIV-1B evolution was analysed. In the pediatric HIV-1B population, three clinical factors were primary predictors of virus evolution: Higher HIV-1B genetic diversity was observed with increasing children age, decreasing CD4/mm3 and upon antiretroviral experience. This was mostly due to higher rates of non-synonymous mutations, which were associated with higher frequency of DRMs. Using this data, we have also constructed a simple multivariate model explaining between 55% and 66% of the variance in HIV-1B evolutionary parameters in pediatric populations. On the other hand, the analysed clinical factors had little effect in adult-infecting HIV-1B evolution. These findings highlight the different evolutionary dynamics of HIV-1B in children and adults, and contribute to understand the factors shaping HIV-1B evolution and the appearance of drug-resistance mutation in pediatric patients.
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Affiliation(s)
- Israel Pagán
- Centro de Biotecnología y Genómica de Plantas (UPM-INIA) and E.T.S.I. Agrónomos, Universidad Politécnica de Madrid, Madrid, Spain
| | - Patricia Rojas
- HIV-1 Molecular Epidemiology Laboratory, Microbiology Department, Hospital Ramón y Cajal-IRYCIS and CIBER-ESP, Madrid, Spain
| | - José Tomás Ramos
- Hospital Clínico San Carlos and Facultad de Medicina, Universidad Complutense de Madrid, Madrid, Spain
| | - África Holguín
- HIV-1 Molecular Epidemiology Laboratory, Microbiology Department, Hospital Ramón y Cajal-IRYCIS and CIBER-ESP, Madrid, Spain
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High frequency of transmitted HIV-1 Gag HLA class I-driven immune escape variants but minimal immune selection over the first year of clade C infection. PLoS One 2015; 10:e0119886. [PMID: 25781986 PMCID: PMC4363590 DOI: 10.1371/journal.pone.0119886] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Accepted: 02/03/2015] [Indexed: 11/19/2022] Open
Abstract
In chronic HIV infection, CD8+ T cell responses to Gag are associated with lower viral loads, but longitudinal studies of HLA-restricted CD8+ T cell-driven selection pressure in Gag from the time of acute infection are limited. In this study we examined Gag sequence evolution over the first year of infection in 22 patients identified prior to seroconversion. A total of 310 and 337 full-length Gag sequences from the earliest available samples (median = 14 days after infection [Fiebig stage I/II]) and at one-year post infection respectively were generated. Six of 22 (27%) individuals were infected with multiple variants. There was a trend towards early intra-patient viral sequence diversity correlating with viral load set point (p = 0.07, r = 0.39). At 14 days post infection, 59.7% of Gag CTL epitopes contained non-consensus polymorphisms and over half of these (35.3%) comprised of previously described CTL escape variants. Consensus and variant CTL epitope proportions were equally distributed irrespective of the selecting host HLA allele and most epitopes remained unchanged over 12 months post infection. These data suggest that intrapatient diversity during acute infection is an indicator of disease outcome. In this setting, there is a high rate of transmitted CTL escape variants and limited immune selection in Gag during the first year of infection. These data have relevance for vaccine strategies designed to elicit effective CD8+ T cell immune responses.
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Tsai L, Tasovski I, Leda AR, Chin MPS, Cheng-Mayer C. The number and genetic relatedness of transmitted/founder virus impact clinical outcome in vaginal R5 SHIVSF162P3N infection. Retrovirology 2014; 11:22. [PMID: 24612462 PMCID: PMC3975242 DOI: 10.1186/1742-4690-11-22] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2013] [Accepted: 02/23/2014] [Indexed: 12/31/2022] Open
Abstract
Background Severe genetic bottleneck occurs during HIV-1 sexual transmission whereby most infections are initiated by a single transmitted/founder (T/F) virus. Similar observations had been made in nonhuman primates exposed mucosally to SIV/SHIV. We previously reported variable clinical outcome in rhesus macaques inoculated intravaginally (ivg) with a high dose of R5 SHIVSF162P3N. Given the potential contributions of viral diversity to HIV-1 persistence and AIDS pathogenesis and recombination between retroviral genomes increases the genetic diversity, we tested the hypothesis that transmission of multiple variants contributes to heightened levels of virus replication and faster disease progression in the SHIVSF162P3N ivg-infected monkeys. Results We found that the differences in viral replication and disease progression between the transiently viremic (TV; n = 2), chronically-infected (CP; n = 8) and rapid progressor (RP; n = 4) ivg-infected macaques cannot be explained by which variant in the inoculum was infecting the animal. Rather, transmission of a single variant was observed in both TV rhesus, with 1–2 T/F viruses found in the CPs and 2–4 in all four RP macaques. Moreover, the genetic relatedness of the T/F viruses in the CP monkeys with multivariant transmission was greater than that seen in the RPs. Biological characterization of a subset of T/F envelopes from chronic and rapid progressors revealed differences in their ability to mediate entry into monocyte-derived macrophages, with enhanced macrophage tropism observed in the former as compared to the latter. Conclusion Our study supports the tenet that sequence diversity of the infecting virus contributes to higher steady-state levels of HIV-1 virus replication and faster disease progression and highlights the role of macrophage tropism in HIV-1 transmission and persistence.
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Affiliation(s)
| | | | | | | | - Cecilia Cheng-Mayer
- Aaron Diamond AIDS Research Center, Aaron Diamond Professor at the Rockefeller University, New York, NY, USA.
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12
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Comparison of a high-resolution melting assay to next-generation sequencing for analysis of HIV diversity. J Clin Microbiol 2012; 50:3054-9. [PMID: 22785188 DOI: 10.1128/jcm.01460-12] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Next-generation sequencing (NGS) has recently been used for analysis of HIV diversity, but this method is labor-intensive, costly, and requires complex protocols for data analysis. We compared diversity measures obtained using NGS data to those obtained using a diversity assay based on high-resolution melting (HRM) of DNA duplexes. The HRM diversity assay provides a single numeric score that reflects the level of diversity in the region analyzed. HIV gag and env from individuals in Rakai, Uganda, were analyzed in a previous study using NGS (n = 220 samples from 110 individuals). Three sequence-based diversity measures were calculated from the NGS sequence data (percent diversity, percent complexity, and Shannon entropy). The amplicon pools used for NGS were analyzed with the HRM diversity assay. HRM scores were significantly associated with sequence-based measures of HIV diversity for both gag and env (P < 0.001 for all measures). The level of diversity measured by the HRM diversity assay and NGS increased over time in both regions analyzed (P < 0.001 for all measures except for percent complexity in gag), and similar amounts of diversification were observed with both methods (P < 0.001 for all measures except for percent complexity in gag). Diversity measures obtained using the HRM diversity assay were significantly associated with those from NGS, and similar increases in diversity over time were detected by both methods. The HRM diversity assay is faster and less expensive than NGS, facilitating rapid analysis of large studies of HIV diversity and evolution.
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13
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Rossenkhan R, Novitsky V, Sebunya TK, Musonda R, Gashe BA, Essex M. Viral diversity and diversification of major non-structural genes vif, vpr, vpu, tat exon 1 and rev exon 1 during primary HIV-1 subtype C infection. PLoS One 2012; 7:e35491. [PMID: 22590503 PMCID: PMC3348911 DOI: 10.1371/journal.pone.0035491] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2012] [Accepted: 03/16/2012] [Indexed: 01/12/2023] Open
Abstract
To assess the level of intra-patient diversity and evolution of HIV-1C non-structural genes in primary infection, viral quasispecies obtained by single genome amplification (SGA) at multiple sampling timepoints up to 500 days post-seroconversion (p/s) were analyzed. The mean intra-patient diversity was 0.11% (95% CI; 0.02 to 0.20) for vif, 0.23% (95% CI; 0.08 to 0.38) for vpr, 0.35% (95% CI; −0.05 to 0.75) for vpu, 0.18% (95% CI; 0.01 to 0.35) for tat exon 1 and 0.30% (95% CI; 0.02 to 0.58) for rev exon 1 during the time period 0 to 90 days p/s. The intra-patient diversity increased gradually in all non-structural genes over the first year of HIV-1 infection, which was evident from the vif mean intra-patient diversity of 0.46% (95% CI; 0.28 to 0.64), vpr 0.44% (95% CI; 0.24 to 0.64), vpu 0.84% (95% CI; 0.55 to 1.13), tat exon 1 0.35% (95% CI; 0.14 to 0.56 ) and rev exon 1 0.42% (95% CI; 0.18 to 0.66) during the time period of 181 to 500 days p/s. There was a statistically significant increase in viral diversity for vif (p = 0.013) and vpu (p = 0.002). No associations between levels of viral diversity within the non-structural genes and HIV-1 RNA load during primary infection were found. The study details the dynamics of the non-structural viral genes during the early stages of HIV-1C infection.
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Affiliation(s)
- Raabya Rossenkhan
- Department of Biological Sciences, University of Botswana, Gaborone, Botswana
- Botswana–Harvard AIDS Institute, Gaborone, Botswana
- Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - Vladimir Novitsky
- Botswana–Harvard AIDS Institute, Gaborone, Botswana
- Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - Theresa K. Sebunya
- Department of Biological Sciences, University of Botswana, Gaborone, Botswana
| | - Rosemary Musonda
- Botswana–Harvard AIDS Institute, Gaborone, Botswana
- Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - Berhanu A. Gashe
- Department of Biological Sciences, University of Botswana, Gaborone, Botswana
| | - M. Essex
- Botswana–Harvard AIDS Institute, Gaborone, Botswana
- Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, Massachusetts, United States of America
- * E-mail:
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14
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James MM, Wang L, Musoke P, Donnell D, Fogel J, Towler WI, Khaki L, Nakabiito C, Jackson JB, Eshleman SH. Association of HIV diversity and survival in HIV-infected Ugandan infants. PLoS One 2011; 6:e18642. [PMID: 21533179 PMCID: PMC3077388 DOI: 10.1371/journal.pone.0018642] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2010] [Accepted: 03/13/2011] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND The level of viral diversity in an HIV-infected individual can change during the course of HIV infection, reflecting mutagenesis during viral replication and selection of viral variants by immune and other selective pressures. Differences in the level of viral diversity in HIV-infected infants may reflect differences in viral dynamics, immune responses, or other factors that may also influence HIV disease progression. We used a novel high resolution melting (HRM) assay to measure HIV diversity in Ugandan infants and examined the relationship between diversity and survival through 5 years of age. METHODS Plasma samples were obtained from 31 HIV-infected infants (HIVNET 012 trial). The HRM assay was used to measure diversity in two regions in the gag gene (Gag1 and Gag2) and one region in the pol gene (Pol). RESULTS HRM scores in all three regions increased with age from 6-8 weeks to 12-18 months (for Gag1: P = 0.005; for Gag2: P = 0.006; for Pol: P = 0.016). Higher HRM scores at 6-8 weeks of age (scores above the 75(th) percentile) were associated with an increased risk of death by 5 years of age (for Pol: P = 0.005; for Gag1/Gag2 (mean of two scores): P = 0.003; for Gag1/Gag2/Pol (mean of three scores): P = 0.002). We did not find an association between HRM scores and other clinical and laboratory variables. CONCLUSIONS Genetic diversity in HIV gag and pol measured using the HRM assay was typically low near birth and increased over time. Higher HIV diversity in these regions at 6-8 weeks of age was associated with a significantly increased risk of death by 5 years of age.
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Affiliation(s)
- Maria M. James
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Lei Wang
- Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
| | - Philippa Musoke
- Makerere University-Johns Hopkins University Research Collaboration (MU-JHU), Baltimore, Maryland, United States of America, and Kampala, Uganda
- Makerere University School of Medicine, Kampala, Uganda
| | - Deborah Donnell
- Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
| | - Jessica Fogel
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - William I. Towler
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Leila Khaki
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Clemensia Nakabiito
- Makerere University-Johns Hopkins University Research Collaboration (MU-JHU), Baltimore, Maryland, United States of America, and Kampala, Uganda
- Makerere University School of Medicine, Kampala, Uganda
| | - J. Brooks Jackson
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Susan H. Eshleman
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
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15
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Chamberland A, Sylla M, Boulassel MR, Baril JG, Côté P, Thomas R, Trottier B, Rouleau D, Routy JP, Tremblay C. Effect of antiretroviral therapy on HIV-1 genetic evolution during acute infection. Int J STD AIDS 2011; 22:146-50. [DOI: 10.1258/ijsa.2010.010292] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The rapid evolution of HIV-1 is a major obstacle to viral eradication. Early antiretroviral therapy (ART) during primary HIV-1 infection could limit viral diversity. Eighteen patients recently infected with HIV-1 were selected. Nine initiated ART soon after enrolment and nine remained untreated. Replication-competent (RC) viruses were quantified at baseline and after one year of follow-up. Viral diversity in the C2V5 envelope region was evaluated from plasma, peripheral blood mononuclear cells (PBMCs), and cell culture at both time points. The amount of RC virus in the treated group declined (median −5.42 infectious units per million [IUPM]) while it remained stable or increased in the untreated group (median +0.87 IUPM). At one year post infection, we observed a significant increase in diversity for the C2V5 (+0.150%) region, specifically in the hypervariable loops V4 (+0.73%) and V5 (+0.77%), in the untreated group. More importantly, viral diversity did not significantly increase in treated individuals during the first year post infection. Genetic diversity during primary infection remains low through the first year of infection. Early treatment could contribute to a decrease in RC viruses from PBMCs and to limitation of viral diversification in the viral reservoir. These findings may have relevance for the rational design of specific immunotherapeutic strategies.
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Affiliation(s)
- A Chamberland
- Centre de Recherche du CHUM (CRCHUM)
- Université de Montréal, Montréal, Canada
| | - M Sylla
- Centre de Recherche du CHUM (CRCHUM)
- Université de Montréal, Montréal, Canada
| | | | | | - P Côté
- Centre de Recherche du CHUM (CRCHUM)
- Clinique Médicale du Quartier Latin
| | | | - B Trottier
- Centre de Recherche du CHUM (CRCHUM)
- Clinique Médicale l'Actuel
| | - D Rouleau
- Centre de Recherche du CHUM (CRCHUM)
- Université de Montréal, Montréal, Canada
| | | | - C Tremblay
- Centre de Recherche du CHUM (CRCHUM)
- Université de Montréal, Montréal, Canada
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16
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Archary D, Gordon ML, Green TN, Coovadia HM, Goulder PJR, Ndung'u T. HIV-1 subtype C envelope characteristics associated with divergent rates of chronic disease progression. Retrovirology 2010; 7:92. [PMID: 21050445 PMCID: PMC2992043 DOI: 10.1186/1742-4690-7-92] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2010] [Accepted: 11/04/2010] [Indexed: 11/10/2022] Open
Abstract
Background HIV-1 envelope diversity remains a significant challenge for the development of an efficacious vaccine. The evolutionary forces that shape the diversity of envelope are incompletely understood. HIV-1 subtype C envelope in particular shows significant differences and unique characteristics compared to its subtype B counterpart. Here we applied the single genome sequencing strategy of plasma derived virus from a cohort of therapy naïve chronically infected individuals in order to study diversity, divergence patterns and envelope characteristics across the entire HIV-1 subtype C gp160 in 4 slow progressors and 4 progressors over an average of 19.5 months. Results Sequence analysis indicated that intra-patient nucleotide diversity within the entire envelope was higher in slow progressors, but did not reach statistical significance (p = 0.07). However, intra-patient nucleotide diversity was significantly higher in slow progressors compared to progressors in the C2 (p = 0.0006), V3 (p = 0.01) and C3 (p = 0.005) regions. Increased amino acid length and fewer potential N-linked glycosylation sites (PNGs) were observed in the V1-V4 in slow progressors compared to progressors (p = 0.009 and p = 0.02 respectively). Similarly, gp41 in the progressors was significantly longer and had fewer PNGs compared to slow progressors (p = 0.02 and p = 0.02 respectively). Positive selection hotspots mapped mainly to V1, C3, V4, C4 and gp41 in slow progressors, whereas hotspots mapped mainly to gp41 in progressors. Signature consensus sequence differences between the groups occurred mainly in gp41. Conclusions These data suggest that separate regions of envelope are under differential selective forces, and that envelope evolution differs based on disease course. Differences between slow progressors and progressors may reflect differences in immunological pressure and immune evasion mechanisms. These data also indicate that the pattern of envelope evolution is an important correlate of disease progression in chronic HIV-1 subtype C infection.
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Affiliation(s)
- Derseree Archary
- HIV Pathogenesis Programme, Doris Duke Medical Research Institute, Nelson R, Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
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17
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Biru T, Lennemann T, Stürmer M, Stephan C, Nisius G, Cinatl J, Staszewski S, Gürtler LG. Human immunodeficiency virus type-1 group M quasispecies evolution: diversity and divergence in patients co-infected with active tuberculosis. Med Microbiol Immunol 2010; 199:323-32. [PMID: 20697741 DOI: 10.1007/s00430-010-0167-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2010] [Indexed: 10/19/2022]
Abstract
The evolution of intra-host human immunodeficiency virus type 1 (HIV-1) quasispecies prior and after treating active tuberculosis (TB) with chemotherapy in HIV-1/TB patients was assessed. Two time points HIV-1 quasispecies were evaluated by comparing HIV-1-infected patients with active tuberculosis (HIV-1/TB) and HIV-1-infected patients without tuberculosis (HIV-1/non-TB). Plasma samples were obtained from the Frankfurt HIV cohort, and HIV-1 RNA was isolated. C2V5 env was amplified by PCR and molecular cloning was performed. Eight to twenty-five clones were sequenced from each patient. Various phylogenetic analyses were performed. We found a significant increase in diversity and divergence in HIV-1/TB compared to the HIV-1/non-TB. For HIV-1/TB, the average rate of evolution of C2V5 env was higher than previous reports (2.4 × 10(-4) substitution/site/day). Two groups of HIV-1/TB were observed based on the rate of HIV-1 evolution and coreceptor usage: A fast evolving R5-tropic dominating group and a relatively slowly evolving X4 group. The results demonstrated that active TB has an impact on HIV-1 viral diversity and divergence over time. The influence of active TB on longitudinal evolution of HIV-1 may be predominant for R5 viruses.
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Affiliation(s)
- T Biru
- Institute for Medical Virology, Hospital of Johann Wolfgang Goethe University, Frankfurt am Main, Germany.
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18
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Blood and seminal plasma HIV-1 RNA levels among HIV-1-infected injecting drug users participating in the AIDSVAX B/E efficacy trial in Bangkok, Thailand. J Acquir Immune Defic Syndr 2009; 51:601-8. [PMID: 19430307 DOI: 10.1097/qai.0b013e3181a44700] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
BACKGROUND We investigated effects of vaccination with AIDSVAX B/E HIV-1 candidate vaccine on blood and seminal plasma HIV-1 RNA viral loads (BVL and SVL, respectively) in vaccine recipients (VRs) and placebo recipients (PRs) who acquired infection. METHODS Linear mixed models were fitted for repeated measurements of BVL. Generalized estimating equations were used to assess the difference in SVL detectability between VRs and PRs. RESULTS A total of 196 participants became HIV-1 infected during the trial. Thirty-two (16%) became infected with HIV-1 subtype B and 164 (84%) with HIV-1 subtype CRF01_AE. Per protocol-specified analysis, there were no differences in BVL levels between VRs and PRs. When stratified by HIV-1-infecting subtype, vaccination with AIDSVAX B/E was initially associated with higher BVL among HIV-1 CRF01_AE-infected VRs compared with HIV-1 CRF01_AE-infected PRs; however, this difference did not persist over time. HIV-1 subtype B-infected VRs had slightly higher BVL levels and were more likely to have detectable SVL during the follow-up period than HIV-1 subtype B-infected PRs. CONCLUSIONS Subtle differences in BVL and SVL were detected between VRs and PRs. These results may help to further understand the dynamics between HIV-1 vaccination, HIV-1-infecting subtypes, and subsequent viral expression in different body compartments.
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Piantadosi A, Chohan B, Panteleeff D, Baeten JM, Mandaliya K, Ndinya-Achola JO, Overbaugh J. HIV-1 evolution in gag and env is highly correlated but exhibits different relationships with viral load and the immune response. AIDS 2009; 23:579-87. [PMID: 19516110 PMCID: PMC2727980 DOI: 10.1097/qad.0b013e328328f76e] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To evaluate relationships between HIV-1 evolution, including immune evasion, and markers of disease progression during chronic infection. DESIGN HIV-1 evolution and disease progression markers were evaluated over approximately 5 years of infection among 37 Kenyan women from a prospective, seroincident cohort. Evolution was measured in two genes, gag and env, which are primary targets of cellular and humoral immune responses, respectively. METHODS Proviral HIV-1 gag and env sequences were obtained from early and chronic infection when plasma viral load and CD4 cell counts were available. Human leukocyte antigen types were obtained to identify changes in gag cytotoxic T-lymphocyte epitopes. The breadth of the neutralizing antibody response was measured for each woman's plasma against a panel of six viruses. Tests of association were performed between virus evolution (diversity, divergence, and ratio of nonsynonymous to synonymous divergence), markers of disease progression (viral load and CD4 cell count), and immune parameters (gag cytotoxic T lymphocyte epitope mutation and neutralizing antibody breadth). RESULTS HIV-1 gag and env diversity and divergence were highly correlated in early and late infection. Divergence in gag was strongly correlated with viral load, largely because of the accumulation of synonymous changes. Mutation in gag cytotoxic T-lymphocyte epitopes was associated with higher viral load. There was evidence for adaptive evolution in env, but the extent of env evolution was only weakly associated with neutralizing antibody breadth. CONCLUSION Our results indicate that HIV-1 evolution in gag and env is highly correlated but exhibits gene-specific differences. The different immune pressures on these genes may partly explain differences in evolution and consequences for HIV-1 disease progression.
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Affiliation(s)
- Anne Piantadosi
- Division of Human Biology, Fred Hutchinson Cancer Research Center, University of Washington, Seattle, Washington, USA
- Graduate Program in Pathobiology, University of Washington, Seattle, Washington, USA
| | - Bhavna Chohan
- Division of Human Biology, Fred Hutchinson Cancer Research Center, University of Washington, Seattle, Washington, USA
- Graduate Program in Pathobiology, University of Washington, Seattle, Washington, USA
| | - Dana Panteleeff
- Division of Human Biology, Fred Hutchinson Cancer Research Center, University of Washington, Seattle, Washington, USA
| | - Jared M. Baeten
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | | | | | - Julie Overbaugh
- Division of Human Biology, Fred Hutchinson Cancer Research Center, University of Washington, Seattle, Washington, USA
- Graduate Program in Pathobiology, University of Washington, Seattle, Washington, USA
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Valenzuela CY. Non-random pre-transcriptional evolution in HIV-1. A refutation of the foundational conditions for neutral evolution. Genet Mol Biol 2009; 32:159-69. [PMID: 21637663 PMCID: PMC3032973 DOI: 10.1590/s1415-47572009005000025] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2008] [Accepted: 06/03/2008] [Indexed: 12/02/2022] Open
Abstract
The complete base sequence of HIV-1 virus and GP120 ENV gene were analyzed to establish their distance to the expected neutral random sequence. An especial methodology was devised to achieve this aim. Analyses included: a) proportion of dinucleotides (signatures); b) homogeneity in the distribution of dinucleotides and bases (isochores) by dividing both segments in ten and three sub-segments, respectively; c) probability of runs of bases and No-bases according to the Bose-Einstein distribution. The analyses showed a huge deviation from the random distribution expected from neutral evolution and neutral-neighbor influence of nucleotide sites. The most significant result is the tremendous lack of CG dinucleotides (p < 10-50 ), a selective trait of eukaryote and not of single stranded RNA virus genomes. Results not only refute neutral evolution and neutral neighbor influence, but also strongly indicate that any base at any nucleotide site correlates with all the viral genome or sub-segments. These results suggest that evolution of HIV-1 is pan-selective rather than neutral or nearly neutral.
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Affiliation(s)
- Carlos Y Valenzuela
- Programa Genética Humana, Instituto de Ciencias Biomédicas, Facultad de Medicina, Universidad de Chile, Santiago Chile
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21
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Chalmet K, Van Wanzeele F, Demecheleer E, Dauwe K, Pelgrom J, Van Der Gucht B, Vogelaers D, Plum J, Stuyver L, Vandekerckhove L, Verhofstede C. Impact of Delta 32-CCR5 heterozygosity on HIV-1 genetic evolution and variability--a study of 4 individuals infected with closely related HIV-1 strains. Virology 2008; 379:213-22. [PMID: 18692212 DOI: 10.1016/j.virol.2008.06.036] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2008] [Revised: 04/08/2008] [Accepted: 06/30/2008] [Indexed: 11/29/2022]
Abstract
A cluster of four patients acutely infected with a genetically almost identical virus, allowed us to investigate genetic variability and disease progression in early HIV-1 infection with minimal interference of virus specific factors. Two of the patients were heterozygous for the 32-bp deletion in the CCR5 coreceptor gene. Both showed a slower disease progression with lower viral load levels and a reduced rate of genetic evolution compared to the patients with normal CCR5 alleles. During 3 years of treatment-free follow-up, the mean pairwise genetic distance increased with 1.45% and 1.58% in the two patients with a 32-bp deletion allele compared to 3.05% and 3.57% in the two patients with normal CCR5 alleles. The observed relation between slower disease progression and a reduced evolutionary rate illustrates the influence of the virus replicative capacity, here most possibly hampered by the CCR5 heterozygosity in two of the four individuals, on the genetic evolution of the virus in the host.
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Affiliation(s)
- Kristen Chalmet
- AIDS Reference Laboratory, Ghent University and Ghent University Hospital, De Pintelaan, 185-Block A, B-9000 Gent, Belgium.
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22
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Gottlieb GS, Heath L, Nickle DC, Wong KG, Leach SE, Jacobs B, Gezahegne S, van 't Wout AB, Jacobson LP, Margolick JB, Mullins JI. HIV-1 variation before seroconversion in men who have sex with men: analysis of acute/early HIV infection in the multicenter AIDS cohort study. J Infect Dis 2008; 197:1011-5. [PMID: 18419538 PMCID: PMC3419593 DOI: 10.1086/529206] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Understanding the characteristics of human immunodeficiency virus (HIV) necessary for infection in a new host is a critical goal for acquired immunodeficiency syndrome (AIDS) research. We studied the characteristics of HIV-1 envelope genes in 38 men in the Multicenter AIDS Cohort Study cohort before seroconversion. We found a range of diversity (0.2%-5.6% [median, 0.86%]), V1-V2 loop length (58-93 aa), and potential N-linked glycosylation sites (n = 2-9). However, at least 46% of the men had replicating virus that appeared to have been derived from a single viral variant. Nearly all variants were predicted to be CCR5 tropic. We found no correlation between these viral characteristics and the HIV outcomes of time to clinical AIDS or death and/or a CD4 cell count <200 cells/microL.
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Affiliation(s)
- Geoffrey S Gottlieb
- Division of Allergy and Infectious Diseases, Department of Medicine, School of Medicine, University of Washington, Seattle 98195, USA.
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23
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Bello G, Casado C, Sandonis V, Alvaro-Cifuentes T, dos Santos CAR, García S, Rodríguez C, del Romero J, Pilotto JH, Grinsztejn B, Veloso VG, Morgado MG, López-Galíndez C. Plasma viral load threshold for sustaining intrahost HIV type 1 evolution. AIDS Res Hum Retroviruses 2007; 23:1242-50. [PMID: 17961111 DOI: 10.1089/aid.2007.0074] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The objective of the present study was to determine if natural suppression of plasma viremia below the detection limit of commercial assays (50-80 copies HIV-1 RNA/ml) can contain the HIV-1 evolution. HIV-1 quasispecies complexity in PBMC DNA was assessed in the env gene at two time points in 14 long-term nonprogressors (LTNPs). Sequence changes consistent with viral evolution was found in all patients with a median plasma RNA viral load >100 copies/ml. Evidence of low-level viral evolution was detected in two of four patients with intermittent viremia and a median plasma HIV-1 RNA load of >80 copies/ml. No significant evolution was observed in the three LTNPs with persistent viral suppression below the detection limit. Overall, a significant positive correlation (p < 0.001) was observed between viral evolution and plasma RNA viral load in the LTNPs analyzed. These results suggest that the detection limit of ultrasensitive viremia assays could represent an important threshold below which intrahost HIV-1 evolution does not occur.
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Affiliation(s)
- Gonzalo Bello
- Laboratorio de AIDS e Imunologia Molecular, Instituto Oswaldo Cruz, FIOCRUZ, Rio de Janeiro, Brazil
| | - Concepción Casado
- Servicio de Virologia Molecular, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Virginia Sandonis
- Servicio de Virologia Molecular, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Tamara Alvaro-Cifuentes
- Servicio de Virologia Molecular, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | | | - Soledad García
- Centro Sanitario Sandoval, IMSALUD, Comunidad Autónoma de Madrid, Madrid, Spain
| | - Carmen Rodríguez
- Centro Sanitario Sandoval, IMSALUD, Comunidad Autónoma de Madrid, Madrid, Spain
| | - Jorge del Romero
- Centro Sanitario Sandoval, IMSALUD, Comunidad Autónoma de Madrid, Madrid, Spain
| | - José H. Pilotto
- Instituto de Pesquisa Clinica Evandro Chagas, FIOCRUZ, Rio de Janeiro, Brazil
| | - Beatriz Grinsztejn
- Instituto de Pesquisa Clinica Evandro Chagas, FIOCRUZ, Rio de Janeiro, Brazil
| | - Valdilea G. Veloso
- Instituto de Pesquisa Clinica Evandro Chagas, FIOCRUZ, Rio de Janeiro, Brazil
| | - Mariza G. Morgado
- Laboratorio de AIDS e Imunologia Molecular, Instituto Oswaldo Cruz, FIOCRUZ, Rio de Janeiro, Brazil
| | - Cecilio López-Galíndez
- Servicio de Virologia Molecular, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
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Bello G, Casado C, García S, Rodríguez C, del Romero J, Carvajal-Rodriguez A, Posada D, López-Galíndez C. Lack of temporal structure in the short term HIV-1 evolution within asymptomatic naïve patients. Virology 2007; 362:294-303. [PMID: 17275055 DOI: 10.1016/j.virol.2006.11.039] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2006] [Revised: 10/28/2006] [Accepted: 11/22/2006] [Indexed: 12/31/2022]
Abstract
HIV-1 evolution in the envelope gene (env) was analyzed in four asymptomatic antiretroviral therapy naïve patients with typical and slow disease progression rates. In typical progressors, viral populations were monophyletic and two distinct evolutionary patterns were observed. In one patient, HIV-1 evolution displayed a strong temporal structure similar to the consistent pattern previously described. In the other, viral evolution displayed a lack of temporal structure with no increase in genetic heterogeneity and divergence over time. In slow progressors, several clades were observed in viral populations. However, analysis within the major sub-population revealed the same two evolutionary patterns described for typical progressors. Synonymous and non-synonymous substitution rate analyses indicated that positive selection was the major force driving HIV-1 evolution in viral populations with temporal structure, while evolution in viral populations with an atemporal structure was dominated by genetic drift and purifying selection. These results support the existence of distinct patterns of env evolution in untreated HIV-1-infected patients.
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Affiliation(s)
- Gonzalo Bello
- Centro Nacional de Microbiología (CNM), Instituto de Salud Carlos III, Majadahonda, Madrid 28220, Spain
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25
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Shriner D, Liu Y, Nickle DC, Mullins JI. EVOLUTION OF INTRAHOST HIV - 1 GENETIC DIVERSITY DURING CHRONIC INFECTION. Evolution 2006. [DOI: 10.1111/j.0014-3820.2006.tb01195.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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26
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Shriner D, Liu Y, Nickle DC, Mullins JI. EVOLUTION OF INTRAHOST HIV-1 GENETIC DIVERSITY DURING CHRONIC INFECTION. Evolution 2006. [DOI: 10.1554/05-473.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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27
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Joos B, Trkola A, Fischer M, Kuster H, Rusert P, Leemann C, Böni J, Oxenius A, Price DA, Phillips RE, Wong JK, Hirschel B, Weber R, Günthard HF. Low human immunodeficiency virus envelope diversity correlates with low in vitro replication capacity and predicts spontaneous control of plasma viremia after treatment interruptions. J Virol 2005; 79:9026-37. [PMID: 15994796 PMCID: PMC1168724 DOI: 10.1128/jvi.79.14.9026-9037.2005] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Genetic diversity of viral isolates in human immunodeficiency virus (HIV)-infected individuals varies substantially. However, it remains unclear whether HIV-related disease progresses more rapidly in patients harboring virus swarms with low or high diversity and, in the same context, whether high or low diversity is required to induce potent humoral and cellular immune responses. To explore whether viral diversity predicts virologic control, we studied HIV-infected patients who received antiretroviral therapy (ART) for years before undergoing structured treatment interruptions (STI). Viral diversity before initiation of ART and the ability of the patients to contain viremia after STI and final cessation of treatment was evaluated. Seven out of 21 patients contained plasma viremia at low levels after the final treatment cessation. Clonal sequences encompassing the envelope C2V3C3 domain derived from plasma prior to treatment, exhibited significantly lower diversity in these patients compared to those derived from patients with poor control of viremia. Viral diversity pre-ART correlated with the viral replication capacity of rebounding virus isolates during STI. Neutralizing antibody activity against autologous virus was significantly higher in patients who controlled viremia and was associated with lower pretreatment diversity. No such association was found with binding antibodies directed to gp120. In summary, lower pretreatment viral diversity was associated with spontaneous control of viremia, reduced viral replication capacity and higher neutralizing antibody titers, suggesting a link between viral diversity, replication capacity, and neutralizing antibody activity.
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Affiliation(s)
- Beda Joos
- University Hospital Zurich, Department of Medicine, Division of Infectious Diseases and Hospital Epidemiology, Rämistrasse 100, CH-8091 Zürich, Switzerland
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28
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Bello G, Casado C, Sandonis V, Alonso-Nieto M, Vicario JL, García S, Hernando V, Rodríguez C, Romero JD, López-Galíndez C. A subset of human immunodeficiency virus type 1 long-term non-progressors is characterized by the unique presence of ancestral sequences in the viral population. J Gen Virol 2005; 86:355-364. [PMID: 15659755 DOI: 10.1099/vir.0.80410-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Within human immunodeficiency virus type 1 (HIV-1)-infected patients, there are those who have been infected for more than 10 years with a CD4+ cell count of >500 cells microl(-1) and who remain asymptomatic without antiretroviral therapy; these patients are designated long-term non-progressors (LTNPs). In a set of 16 LTNPs, viral dating, DNA viral load, quasispecies heterogeneity and antibody (Ab) titres against gp160 and beta2 microglobulin (beta2m) were determined. Plasma viral RNA and CD4+ and CD8+ T-cell numbers were estimated in more than three samples per patient. Host genetic characteristics, such as Delta32-CCR5 genotype and human leukocyte antigen (HLA) genotype and supertypes, and clinical-epidemiological factors were evaluated. Dating of global populations and of DNA and RNA viral quasispecies identified two subsets of patients: one displaying only ancestral sequences and the other displaying predominantly modern sequences. The ancestral patients displayed a significant reduction in RNA and DNA viral loads, quasispecies heterogeneity, CD8+ cell number, anti-gp160 Ab titres and beta2m level, and they were also associated with better use of safe-sex practices and higher presence of the HLA sB58 supertype than the modern subset. Viral dating has therefore permitted the segregation of LTNPs into two subsets that show very different virological, immunological, host and clinical-epidemiological characteristics. Moreover, whereas the modern subset displayed low levels of virus replication, the ancestral group displayed not only a very limited virus replication, often to undetectable levels, but also very slow or arrested viral evolution, maintaining the close relationship of the viral population to the transmitted virus.
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Affiliation(s)
- Gonzalo Bello
- Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, 28220 Madrid, Spain
| | - Concepción Casado
- Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, 28220 Madrid, Spain
| | - Virginia Sandonis
- Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, 28220 Madrid, Spain
| | - Manuela Alonso-Nieto
- Histocompatibilidad, Centro de Transfusión de la Comunidad de Madrid, 28032 Madrid, Spain
| | - José Luis Vicario
- Histocompatibilidad, Centro de Transfusión de la Comunidad de Madrid, 28032 Madrid, Spain
| | | | | | | | | | - Cecilio López-Galíndez
- Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, 28220 Madrid, Spain
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29
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Greenier JL, Van Rompay KKA, Montefiori D, Earl P, Moss B, Marthas ML. Simian immunodeficiency virus (SIV) envelope quasispecies transmission and evolution in infant rhesus macaques after oral challenge with uncloned SIVmac251: increased diversity is associated with neutralizing antibodies and improved survival in previously immunized animals. Virol J 2005; 2:11. [PMID: 15710048 PMCID: PMC552328 DOI: 10.1186/1743-422x-2-11] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2004] [Accepted: 02/14/2005] [Indexed: 01/03/2023] Open
Abstract
Background Oral infection of infant macaques with simian immunodeficiency virus (SIV) is a useful animal model to test interventions to reduce postnatal HIV transmission via breast-feeding. We previously demonstrated that immunization of infant rhesus macaques with either modified vaccinia virus Ankara (MVA) expressing SIV Gag, Pol and Env, or live-attenuated SIVmac1A11 resulted in lower viremia and longer survival compared to unimmunized controls after oral challenge with virulent SIVmac251 (Van Rompay et al., J. Virology 77:179–190, 2003). Here we evaluate the impact of these vaccines on oral transmission and evolution of SIV envelope variants. Results Limiting dilution analysis of SIV RNA followed by heteroduplex mobility assays of the V1–V2 envelope (env) region revealed two major env variants in the uncloned SIVmac251 inoculum. Plasma sampled from all infants 1 week after challenge contained heterogeneous SIV env populations including one or both of the most common env variants in the virus inoculum; no consistent differences in patterns of env variants were found between vaccinated and unvaccinated infants. However, SIV env variant populations diverged in most vaccinated monkeys 3 to 5 months after challenge, in association with the development of neutralizing antibodies. Conclusions These patterns of viral envelope diversity, immune responses and disease course in SIV-infected infant macaques are similar to observations in HIV-infected children, and underscore the relevance of this pediatric animal model. The results also support the concept that neonatal immunization with HIV vaccines might modulate disease progression in infants infected with HIV by breast-feeding.
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Affiliation(s)
- Jennifer L Greenier
- California National Primate Research Center, University of California, Davis, CA 95616, USA
| | - Koen KA Van Rompay
- California National Primate Research Center, University of California, Davis, CA 95616, USA
| | | | - Patricia Earl
- Laboratory of Viral Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Bernard Moss
- Laboratory of Viral Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Marta L Marthas
- California National Primate Research Center, University of California, Davis, CA 95616, USA
- Department of Pathology, Microbiology and Immunology, School of Veterinary Medicine, University of California, Davis, CA 95616, USA
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30
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Sagar M, Lavreys L, Baeten JM, Richardson BA, Mandaliya K, Chohan BH, Kreiss JK, Overbaugh J. Infection with multiple human immunodeficiency virus type 1 variants is associated with faster disease progression. J Virol 2004; 77:12921-6. [PMID: 14610215 PMCID: PMC262567 DOI: 10.1128/jvi.77.23.12921-12926.2003] [Citation(s) in RCA: 103] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Human immunodeficiency virus type 1 (HIV-1)-infected individuals develop a genetically diverse virus population over time, but often only a limited number of viral variants are transmitted from a chronic carrier to a newly infected person. Interestingly, many women but few men are infected by multiple HIV-1 variants from a single partner. To determine whether the complexity of the infecting virus population influences clinical outcome, we examined viral diversity in the HIV-1 envelope sequences present at primary infection in 156 women from Kenya for whom we had follow-up data on viral RNA levels and CD4 T-cell counts. Eighty-nine women had multiple viral genotypes, while 67 women had a single genotype at primary infection. Women who acquired multiple viral genotypes had a significantly higher viral load (median, 4.84 versus 4.64 log(10) copies/ml, P = 0.04) and a significantly lower CD4(+)-T-cell count (median, 416 versus 617 cells/mm(3), P = 0.01) 4 to 24 months after infection compared to women who were infected with a single viral genotype. These studies suggest that early HIV-1 genetic diversity is linked to faster disease progression.
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Affiliation(s)
- Manish Sagar
- Divisions of Human Biology, Fred Hutchinson Cancer Research Center, University of Washington, Seattle, Washington 98109, USA
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