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HIV Proviral Burden, Genetic Diversity, and Dynamics in Viremic Controllers Who Subsequently Initiated Suppressive Antiretroviral Therapy. mBio 2021; 12:e0249021. [PMID: 34781741 PMCID: PMC8693448 DOI: 10.1128/mbio.02490-21] [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] [Indexed: 12/12/2022] Open
Abstract
Curing HIV will require eliminating the reservoir of integrated, replication-competent proviruses that persist despite antiretroviral therapy (ART). Understanding the burden, genetic diversity, and longevity of persisting proviruses in diverse individuals with HIV is critical to this goal, but these characteristics remain understudied in some groups. Among them are viremic controllers—individuals who naturally suppress HIV to low levels but for whom therapy is nevertheless recommended. We reconstructed within-host HIV evolutionary histories from longitudinal single-genome amplified viral sequences in four viremic controllers who eventually initiated ART and used this information to characterize the age and diversity of proviruses persisting on therapy. We further leveraged these within-host proviral age distributions to estimate rates of proviral turnover prior to ART. This is an important yet understudied metric, since pre-ART proviral turnover dictates reservoir composition at ART initiation (and thereafter), which is when curative interventions, once developed, would be administered. Despite natural viremic control, all participants displayed significant within-host HIV evolution pretherapy, where overall on-ART proviral burden and diversity broadly reflected the extent of viral replication and diversity pre-ART. Consistent with recent studies of noncontrollers, the proviral pools of two participants were skewed toward sequences that integrated near ART initiation, suggesting dynamic proviral turnover during untreated infection. In contrast, proviruses recovered from the other two participants dated to time points that were more evenly spread throughout infection, suggesting slow or negligible proviral decay following deposition. HIV cure strategies will need to overcome within-host proviral diversity, even in individuals who naturally controlled HIV replication before therapy.
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Hutchinson JM, Mesa KA, Alexander DL, Yu B, O'Rourke SM, Limoli KL, Wrin T, Deeks SG, Berman PW. Unusual Cysteine Content in V1 Region of gp120 From an Elite Suppressor That Produces Broadly Neutralizing Antibodies. Front Immunol 2019; 10:1021. [PMID: 31156622 PMCID: PMC6530427 DOI: 10.3389/fimmu.2019.01021] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Accepted: 04/23/2019] [Indexed: 01/21/2023] Open
Abstract
Although it is now possible to produce recombinant HIV envelope glycoproteins (Envs) with epitopes recognized by the 5–6 major classes of broadly neutralizing antibodies (bNAbs), these have failed to consistently stimulate the formation of bNAbs in immunized animals or humans. In an effort to identify new immunogens better able to elicit bNAbs, we are studying Envs derived from rare individuals who possess bNAbs and are able to control their infection without the need for anti-retroviral drugs (elite supressors or ES), hypothesizing that in at least some people the antibodies may mediate durable virus control. Because virus evolution in people with the ES only phenotype was reported to be limited, we reasoned the Env proteins recovered from these individuals may more closely resemble the Envs that gave rise to bNAbs compared to the highly diverse viruses isolated from normal progressors. Using a phenotypic assay, we screened 25 controllers and identified two for more detailed investigation. In this study, we examined 20 clade B proviral sequences isolated from an African American woman, who had the rare bNAb/ES phenotype. Phylogenetic analysis of proviral envelope sequences demonstrated low genetic diversity. Envelope proteins were unusual in that most possessed two extra cysteines within an elongated V1 region. In this report, we examine the impact of the extra cysteines on the binding to bNAbs, virus infectivity, and sensitivity to neutralization. These data suggest structural motifs in V1 can affect infectivity, and that rare viruses may be prevented from developing escape.
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Affiliation(s)
- Jennie M Hutchinson
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, United States
| | - Kathryn A Mesa
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, United States
| | - David L Alexander
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, United States
| | - Bin Yu
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, United States
| | - Sara M O'Rourke
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, United States
| | - Kay L Limoli
- Monogram Biosciences, South San Francisco, CA, United States
| | - Terri Wrin
- Monogram Biosciences, South San Francisco, CA, United States
| | - Steven G Deeks
- Department of Medicine, University of California, San Francisco, San Francisco, CA, United States
| | - Phillip W Berman
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, United States
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Pérez-Losada M, Arenas M, Castro-Nallar E. Microbial sequence typing in the genomic era. INFECTION, GENETICS AND EVOLUTION : JOURNAL OF MOLECULAR EPIDEMIOLOGY AND EVOLUTIONARY GENETICS IN INFECTIOUS DISEASES 2018; 63:346-359. [PMID: 28943406 PMCID: PMC5908768 DOI: 10.1016/j.meegid.2017.09.022] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Revised: 09/18/2017] [Accepted: 09/19/2017] [Indexed: 12/18/2022]
Abstract
Next-generation sequencing (NGS), also known as high-throughput sequencing, is changing the field of microbial genomics research. NGS allows for a more comprehensive analysis of the diversity, structure and composition of microbial genes and genomes compared to the traditional automated Sanger capillary sequencing at a lower cost. NGS strategies have expanded the versatility of standard and widely used typing approaches based on nucleotide variation in several hundred DNA sequences and a few gene fragments (MLST, MLVA, rMLST and cgMLST). NGS can now accommodate variation in thousands or millions of sequences from selected amplicons to full genomes (WGS, NGMLST and HiMLST). To extract signals from high-dimensional NGS data and make valid statistical inferences, novel analytic and statistical techniques are needed. In this review, we describe standard and new approaches for microbial sequence typing at gene and genome levels and guidelines for subsequent analysis, including methods and computational frameworks. We also present several applications of these approaches to some disciplines, namely genotyping, phylogenetics and molecular epidemiology.
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Affiliation(s)
- Marcos Pérez-Losada
- Computational Biology Institute, Milken Institute School of Public Health, George Washington University, Ashburn, VA 20147, USA; CIBIO-InBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, Campus Agrário de Vairão, Vairão 4485-661, Portugal; Children's National Medical Center, Washington, DC 20010, USA.
| | - Miguel Arenas
- Department of Biochemistry, Genetics and Immunology, University of Vigo, Vigo, Spain
| | - Eduardo Castro-Nallar
- Universidad Andrés Bello, Center for Bioinformatics and Integrative Biology, Facultad de Ciencias Biológicas, Santiago 8370146, Chile
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Casado C, Marrero-Hernández S, Márquez-Arce D, Pernas M, Marfil S, Borràs-Grañana F, Olivares I, Cabrera-Rodríguez R, Valera MS, de Armas-Rillo L, Lemey P, Blanco J, Valenzuela-Fernández A, Lopez-Galíndez C. Viral Characteristics Associated with the Clinical Nonprogressor Phenotype Are Inherited by Viruses from a Cluster of HIV-1 Elite Controllers. mBio 2018; 9:e02338-17. [PMID: 29636433 PMCID: PMC5893881 DOI: 10.1128/mbio.02338-17] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Accepted: 03/09/2018] [Indexed: 11/20/2022] Open
Abstract
A small group of HIV-1-infected individuals, called long-term nonprogressors (LTNPs), and in particular a subgroup of LTNPs, elite controllers (LTNP-ECs), display permanent control of viral replication and lack of clinical progression. This control is the result of a complex interaction of host, immune, and viral factors. We identified, by phylogenetic analysis, a cluster of LTNP-ECs infected with very similar low-replication HIV-1 viruses, suggesting the contribution of common viral features to the clinical LTNP-EC phenotype. HIV-1 envelope (Env) glycoprotein mediates signaling and promotes HIV-1 fusion, entry, and infection, being a key factor of viral fitness in vitro, cytopathicity, and infection progression in vivo Therefore, we isolated full-length env genes from viruses of these patients and from chronically infected control individuals. Functional characterization of the initial events of the viral infection showed that Envs from the LTNP-ECs were ineffective in the binding to CD4 and in the key triggering of actin/tubulin-cytoskeleton modifications compared to Envs from chronic patients. The viral properties of the cluster viruses result in a defective viral fusion, entry, and infection, and these properties were inherited by every virus of the cluster. Therefore, inefficient HIV-1 Env functions and signaling defects may contribute to the low viral replication capacity and transmissibility of the cluster viruses, suggesting a direct role in the LTNP-EC phenotype of these individuals. These results highlight the important role of viral characteristics in the LTNP-EC clinical phenotype. These Env viral properties were common to all the cluster viruses and thus support the heritability of the viral characteristics.IMPORTANCE HIV-1 long-term nonprogressor elite controller patients, due to their permanent control of viral replication, have been the object of numerous studies to identify the factors responsible for this clinical phenotype. In this work, we analyzed the viral characteristics of the envelopes of viruses from a phylogenetic cluster of LTNP-EC patients. These envelopes showed ineffective binding to CD4 and the subsequent signaling activity to modify actin/tubulin cytoskeletons, which result in low fusion and deficient entry and infection capacities. These Env viral characteristics could explain the nonprogressor clinical phenotype of these patients. In addition, these inefficient env viral properties were present in all viruses of the cluster, supporting the heritability of the viral phenotype.
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Affiliation(s)
- Concepción Casado
- Unidad de Virologia Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología (CNM), Instituto de Salud Carlos IIII, Majadahonda, Madrid, Spain
| | - Sara Marrero-Hernández
- Laboratorio de Inmunología Celular y Viral, Unidad de Virología IUETSPC, Unidad de Farmacología, Sección de Medicina, Facultad de Ciencias de la Salud, Universidad de La Laguna (ULL), Tenerife, Spain
| | - Daniel Márquez-Arce
- Laboratorio de Inmunología Celular y Viral, Unidad de Virología IUETSPC, Unidad de Farmacología, Sección de Medicina, Facultad de Ciencias de la Salud, Universidad de La Laguna (ULL), Tenerife, Spain
| | - María Pernas
- Unidad de Virologia Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología (CNM), Instituto de Salud Carlos IIII, Majadahonda, Madrid, Spain
| | - Sílvia Marfil
- Institut de Recerca de la Sida IrsiCaixa, Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol (IGTP), Badalona, Spain
| | - Ferran Borràs-Grañana
- Institut de Recerca de la Sida IrsiCaixa, Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol (IGTP), Badalona, Spain
| | - Isabel Olivares
- Unidad de Virologia Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología (CNM), Instituto de Salud Carlos IIII, Majadahonda, Madrid, Spain
| | - Romina Cabrera-Rodríguez
- Laboratorio de Inmunología Celular y Viral, Unidad de Virología IUETSPC, Unidad de Farmacología, Sección de Medicina, Facultad de Ciencias de la Salud, Universidad de La Laguna (ULL), Tenerife, Spain
| | - María-Soledad Valera
- Laboratorio de Inmunología Celular y Viral, Unidad de Virología IUETSPC, Unidad de Farmacología, Sección de Medicina, Facultad de Ciencias de la Salud, Universidad de La Laguna (ULL), Tenerife, Spain
| | - Laura de Armas-Rillo
- Laboratorio de Inmunología Celular y Viral, Unidad de Virología IUETSPC, Unidad de Farmacología, Sección de Medicina, Facultad de Ciencias de la Salud, Universidad de La Laguna (ULL), Tenerife, Spain
| | - Philippe Lemey
- Department of Microbiology and Immunology, Rega Institute, KU Leuven, University of Leuven, Leuven, Belgium
| | - Julià Blanco
- Institut de Recerca de la Sida IrsiCaixa, Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol (IGTP), Badalona, Spain
- Universitat de Vic, Universitat Central de Catalunya, UVIC, Vic, Spain
| | - Agustín Valenzuela-Fernández
- Laboratorio de Inmunología Celular y Viral, Unidad de Virología IUETSPC, Unidad de Farmacología, Sección de Medicina, Facultad de Ciencias de la Salud, Universidad de La Laguna (ULL), Tenerife, Spain
| | - Cecilio Lopez-Galíndez
- Unidad de Virologia Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiología (CNM), Instituto de Salud Carlos IIII, Majadahonda, Madrid, Spain
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Pernas M, Tarancón-Diez L, Rodríguez-Gallego E, Gómez J, Prado JG, Casado C, Dominguez-Molina B, Olivares I, Coiras M, León A, Rodriguez C, Benito JM, Rallón N, Plana M, Martinez-Madrid O, Dapena M, Iribarren JA, Del Romero J, García F, Alcamí J, Muñoz-Fernández M, Vidal F, Leal M, Lopez-Galindez C, Ruiz-Mateos E. Factors Leading to the Loss of Natural Elite Control of HIV-1 Infection. J Virol 2018; 92:e01805-17. [PMID: 29212942 PMCID: PMC5809746 DOI: 10.1128/jvi.01805-17] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 11/20/2017] [Indexed: 12/15/2022] Open
Abstract
HIV-1 elite controllers (EC) maintain undetectable viral loads (VL) in the absence of antiretroviral treatment. However, these subjects have heterogeneous clinical outcomes, including a proportion that loses HIV-1 control over time. In this work, we compared, in a longitudinal design, transient EC, analyzed before and after the loss of virological control, with persistent EC. The aim was to identify factors leading to the loss of natural virological control of HIV-1 infection with a longitudinal retrospective study design. Gag-specific T-cell responses were assessed by in vitro intracellular polycytokine production quantified by flow cytometry. Viral diversity determinations and sequence dating were performed in proviral DNA by PCR amplification at limiting dilution of env and gag genes. The expression profile of 70 serum cytokines and chemokines was assessed by multiplex immunoassays. We identified transient EC as subjects with low Gag-specific T-cell polyfunctionality, high viral diversity, and high proinflammatory cytokine levels before the loss of control. Gag-specific T-cell polyfunctionality was inversely associated with viral diversity in transient controllers before the loss of control (r = -0.8; P = 0.02). RANTES was a potential biomarker of transient control. This study identified virological and immunological factors, including inflammatory biomarkers associated with two different phenotypes within EC. These results may allow a more accurate definition of EC, which could help in better clinical management of these individuals and in the development of future curative approaches.IMPORTANCE There is a rare group of HIV-infected patients who have the extraordinary capacity to maintain undetectable viral load levels in the absence of antiretroviral treatment, the so-called HIV-1 elite controllers (EC). However, there is a proportion within these subjects that eventually loses this capability. In this work, we found differences in virological and immune factors, including soluble inflammatory biomarkers, between subjects with persistent control of viral replication and EC that will lose virological control. The identification of these factors could be a key point for a right medical care of those EC who are going to lose natural control of viral replication and for the design of future immunotherapeutic strategies using as a model the natural persistent control of HIV infection.
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Affiliation(s)
- María Pernas
- Virologia Molecular Unit, Laboratory of Research and Reference in Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid
| | - Laura Tarancón-Diez
- Laboratory of Immunovirology, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
| | - Esther Rodríguez-Gallego
- Hospital Universitari de Tarragona Joan XXIII, IISPV, Universitat Rovira i Virgili, Tarragona, Spain
| | - Josep Gómez
- Hospital Universitari de Tarragona Joan XXIII, IISPV, Universitat Rovira i Virgili, Tarragona, Spain
| | - Julia G Prado
- AIDS Research Institute-IrsiCaixa, Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Universitat Autònoma de Barcelona, Badalona, Spain
| | - Concepción Casado
- Virologia Molecular Unit, Laboratory of Research and Reference in Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid
| | - Beatriz Dominguez-Molina
- Laboratory of Immunovirology, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
| | - Isabel Olivares
- Virologia Molecular Unit, Laboratory of Research and Reference in Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid
| | - Maite Coiras
- AIDS Immunopathology Unit, Laboratory of Research and Reference in Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid, Spain
| | - Agathe León
- Hospital Clinic-Fundació Clinic, IDIBAPS, HIVACAT, Universidad de Barcelona, Barcelona, Spain
| | - Carmen Rodriguez
- Centro Sanitario Sandoval, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Jose Miguel Benito
- IIS-Fundación Jiménez Diaz, UAM, Madrid, Hospital Universitario Rey Juan Carlos, Móstoles, Spain
| | - Norma Rallón
- IIS-Fundación Jiménez Diaz, UAM, Madrid, Hospital Universitario Rey Juan Carlos, Móstoles, Spain
| | - Montserrat Plana
- Hospital Clinic-Fundació Clinic, IDIBAPS, HIVACAT, Universidad de Barcelona, Barcelona, Spain
| | - Onofre Martinez-Madrid
- Unidad Enfermedades Infecciosas, Hospital Gral Universitario Santa Lucía, Cartagena, Spain
| | - Marta Dapena
- Servicio de Enfermedades Infecciosas, Hospital General de Castellón, Castellón, Spain
| | - Jose Antonio Iribarren
- Servicio de Enfermedades Infecciosas, Hospital Universitario Donostia, San Sebastián, Spain
| | - Jorge Del Romero
- Centro Sanitario Sandoval, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
| | - Felipe García
- Hospital Clinic-Fundació Clinic, IDIBAPS, HIVACAT, Universidad de Barcelona, Barcelona, Spain
| | - José Alcamí
- AIDS Immunopathology Unit, Laboratory of Research and Reference in Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid, Spain
| | - MaÁngeles Muñoz-Fernández
- Laboratory of Molecular Immuno-Biology, Hospital General Universitario Gregorio Marañón, IiSGM, CIBER BBN, Spanish HIV HGM BioBank, Madrid, Spain
| | - Francisco Vidal
- Hospital Universitari de Tarragona Joan XXIII, IISPV, Universitat Rovira i Virgili, Tarragona, Spain
| | - Manuel Leal
- Laboratory of Immunovirology, Institute of Biomedicine of Seville, Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
| | - Cecilio Lopez-Galindez
- Virologia Molecular Unit, Laboratory of Research and Reference in Retrovirus, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid
| | - Ezequiel Ruiz-Mateos
- Clinic Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville, IBiS, Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
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The CpG dinucleotide content of the HIV-1 envelope gene may predict disease progression. Sci Rep 2017; 7:8162. [PMID: 28811638 PMCID: PMC5557942 DOI: 10.1038/s41598-017-08716-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Accepted: 07/12/2017] [Indexed: 11/28/2022] Open
Abstract
The clinical course of HIV-1 varies greatly among infected individuals. Despite extensive research, virus factors associated with slow-progression remain poorly understood. Identification of unique HIV-1 genomic signatures linked to slow-progression remains elusive. We investigated CpG dinucleotide content in HIV-1 envelope gene as a potential virus factor in disease progression. We analysed 1808 HIV-1 envelope gene sequences from three independent longitudinal studies; this included 1280 sequences from twelve typical-progressors and 528 sequences from six slow-progressors. Relative abundance of CpG dinucleotides and relative synonymous codon usage (RSCU) for CpG-containing codons among HIV-1 envelope gene sequences from typical-progressors and slow-progressors were analysed. HIV-1 envelope gene sequences from slow-progressors have high-CpG dinucleotide content and increased number of CpG-containing codons as compared to typical-progressors. Our findings suggest that observed differences in CpG-content between typical-progressors and slow-progressors is not explained by differences in the mononucleotide content. Our results also highlight that the high-CpG content in HIV-1 envelope gene from slow-progressors is observed immediately after seroconversion. Thus CpG dinucleotide content of HIV-1 envelope gene is a potential virus-related factor that is linked to disease progression. The CpG dinucleotide content of HIV-1 envelope gene may help predict HIV-1 disease progression at early stages after seroconversion.
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de Azevedo SSD, Caetano DG, Côrtes FH, Teixeira SLM, Dos Santos Silva K, Hoagland B, Grinsztejn B, Veloso VG, Morgado MG, Bello G. Highly divergent patterns of genetic diversity and evolution in proviral quasispecies from HIV controllers. Retrovirology 2017; 14:29. [PMID: 28464889 PMCID: PMC5414336 DOI: 10.1186/s12977-017-0354-5] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 04/25/2017] [Indexed: 11/24/2022] Open
Abstract
Background Ongoing intra-host HIV-1 evolution has been shown in individuals that naturally suppress the viremia to low levels (HIV controllers) by the analysis of the RNA in plasma compartment. Detection of evolution at the DNA proviral compartment in HIV controllers, however, has been more challenging and the precise correlation between the systemic viral suppression level and rate of reservoir’s reseeding in those individuals is not fully understood. In this sense, we examined the proviral DNA quasispecies by single genome amplification of the env gene in a cohort of 23 HIV controllers from Brazil, divided in three groups, according to the level of systemic viral suppression: (1) elite controllers with persistent undetectable viral load (PEC, n = 6); (2) elite controllers with occasional episodes of transient (51–400 copies/mL) viremia (EEC, n = 7); and (3) viremic controllers with persistent low-level (80–2000 copies/mL) viremia (VC, n = 10). Results The HIV-1 diversity of the PBMC-associated proviral quasispecies in EC was significantly (P < 0.01) lower than in VC, but not significantly different between PEC and EEC groups. We detected a considerable variation in the average pairwise nucleotide distance and proportion of unique sequences in the HIV-1 proviral quasispecies of PEC and EEC. Some PEC and EEC displayed highly homogenous proviral populations with large clusters of identical sequences, while others exhibited relatively diverse proviral populations with a high proportion of unique sequences comparable to VC subjects. The long-term (10–15 years) follow-up of the HIV-1 proviral populations revealed a complete evolutionary stasis in one PEC and measurable divergence rates in one EEC [3.1 (1.2–5.6) × 10−3 substitutions/site/year and one VC [2.9 (0.7–5.1) × 10−3 substitutions/site/year]. Conclusions There is no simple relationship between systemic viral suppression and intra-host proviral diversity or rate of reservoir’s reseeding in chronically infected HIV controllers. Our results demonstrate that very divergent patterns of intra-host viral diversity and divergence could be detected in the setting of natural suppression of HIV-1 replication and that ongoing evolution and reseeding of the PBMC proviral reservoir occurs in some elite controllers. Electronic supplementary material The online version of this article (doi:10.1186/s12977-017-0354-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Suwellen S D de Azevedo
- Laboratório de AIDS & Imunologia Molecular, Instituto Oswaldo Cruz - FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Diogo Gama Caetano
- Laboratório de AIDS & Imunologia Molecular, Instituto Oswaldo Cruz - FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Fernanda H Côrtes
- Laboratório de AIDS & Imunologia Molecular, Instituto Oswaldo Cruz - FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Sylvia L M Teixeira
- Laboratório de AIDS & Imunologia Molecular, Instituto Oswaldo Cruz - FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Karina Dos Santos Silva
- Laboratório de AIDS & Imunologia Molecular, Instituto Oswaldo Cruz - FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Brenda Hoagland
- Instituto Nacional de Infectologia Evandro Chagas - FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Beatriz Grinsztejn
- Instituto Nacional de Infectologia Evandro Chagas - FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Valdilea G Veloso
- Instituto Nacional de Infectologia Evandro Chagas - FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Mariza G Morgado
- Laboratório de AIDS & Imunologia Molecular, Instituto Oswaldo Cruz - FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Gonzalo Bello
- Laboratório de AIDS & Imunologia Molecular, Instituto Oswaldo Cruz - FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil.
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8
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Nedellec R, Herbeck JT, Hunt PW, Deeks SG, Mullins JI, Anton ED, Reeves JD, Mosier DE. High-Sequence Diversity and Rapid Virus Turnover Contribute to Higher Rates of Coreceptor Switching in Treatment-Experienced Subjects with HIV-1 Viremia. AIDS Res Hum Retroviruses 2017; 33:234-245. [PMID: 27604829 DOI: 10.1089/aid.2016.0153] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Coreceptor switching from CCR5 to CXCR4 is common during chronic HIV-1 infection, but is even more common in individuals who have failed antiretroviral therapy (ART). Prior studies have suggested rapid mutation and/or recombination of HIV-1 envelope (env) genes during coreceptor switching. We compared the functional and genotypic changes in env of viruses from viremic subjects who had failed ART just before and after coreceptor switching and compared those to viruses from matched subjects without coreceptor switching. Analysis of multiple unique functional env clones from each subject revealed extensive diversity at both sample time points and rapid diversification of sequences during the 4-month interval in viruses from both 9 subjects with coreceptor switching and 15 control subjects. Only two subjects had envs with evidence of recombination. Three findings distinguished env clones from subjects with coreceptor switching from controls: (1) lower entry efficiency via CCR5; (2) longer V1/V2 regions; and (3), lower nadir CD4 T cell counts during prior years of infection. Most of these subjects harbored virus with lower replicative capacity associated with protease (PR) and/or reverse transcriptase inhibitor resistance mutations, and the extensive diversification tended to lead either to improved entry efficiency via CCR5 or the gain of entry function via CXCR4. These results suggest that R5X4 or X4 variants emerge from a diverse, low-fitness landscape shaped by chronic infection, multiple ART resistance mutations, the availability of target cells, and reduced entry efficiency via CCR5.
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Affiliation(s)
- Rebecca Nedellec
- Department of Immunology and Microbial Science, IMM-7, The Scripps Research Institute, La Jolla, California
| | - Joshua T. Herbeck
- International Clinical Research Center, Department of Global Health, University of Washington, Seattle, Washington
| | - Peter W. Hunt
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California
| | - Steven G. Deeks
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California
| | - James I. Mullins
- Department of Microbiology, University of Washington, Seattle, Washington
| | - Elizabeth D. Anton
- Monogram Biosciences, Laboratory Corporation of America® Holding, Virology Research and Development, South San Francisco, California
| | - Jacqueline D. Reeves
- Monogram Biosciences, Laboratory Corporation of America® Holding, Virology Research and Development, South San Francisco, California
| | - Donald E. Mosier
- Department of Immunology and Microbial Science, IMM-7, The Scripps Research Institute, La Jolla, California
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9
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Genetic Consequences of Antiviral Therapy on HIV-1. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2015; 2015:395826. [PMID: 26170895 PMCID: PMC4478298 DOI: 10.1155/2015/395826] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/22/2015] [Revised: 05/26/2015] [Accepted: 05/27/2015] [Indexed: 11/21/2022]
Abstract
A variety of enzyme inhibitors have been developed in combating HIV-1, however the fast evolutionary rate of this virus commonly leads to the emergence of resistance mutations that finally allows the mutant virus to survive. This review explores the main genetic consequences of HIV-1 molecular evolution during antiviral therapies, including the viral genetic diversity and molecular adaptation. The role of recombination in the generation of drug resistance is also analyzed. Besides the investigation and discussion of published works, an evolutionary analysis of protease-coding genes collected from patients before and after treatment with different protease inhibitors was included to validate previous studies. Finally, the review discusses the importance of considering genetic consequences of antiviral therapies in models of HIV-1 evolution that could improve current genotypic resistance testing and treatments design.
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10
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Doyle VP, Andersen JJ, Nelson BJ, Metzker ML, Brown JM. Untangling the influences of unmodeled evolutionary processes on phylogenetic signal in a forensically important HIV-1 transmission cluster. Mol Phylogenet Evol 2014; 75:126-37. [PMID: 24589520 DOI: 10.1016/j.ympev.2014.02.022] [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: 11/06/2013] [Revised: 02/17/2014] [Accepted: 02/19/2014] [Indexed: 11/28/2022]
Abstract
Stochastic models of sequence evolution have been developed to reflect many biologically important processes, allowing for accurate phylogenetic reconstruction when an appropriate model is selected. However, commonly used models do not incorporate several potentially important biological processes. Spurious phylogenetic inference may result if these processes play an important role in the evolution of a dataset yet are not incorporated into assumed models. Few studies have attempted to assess the relative importance of multiple processes in producing spurious inferences. The application of phylogenetic methods to infer the source of HIV-1 transmission clusters depends upon accurate phylogenetic results, yet there are several relevant unmodeled biological processes (e.g., recombination and convergence) that may cause complications. Here, through analyses of HIV-1 env sequences from a small, forensically important transmission cluster, we tease apart the impact of these processes and present evidence suggesting that convergent evolution and high rates of insertions and deletions (causing alignment uncertainty) led to spurious phylogenetic signal with forensic relevance. Previous analyses show paraphyly of HIV-1 lineages sampled from an individual who, based on non-phylogenetic evidence, had never acted as a source of infection for others in this transmission cluster. If true, this pattern calls into question assumptions underlying phylogenetic approaches to source and recipient identification. By systematically assessing the contribution of different unmodeled processes, we demonstrate that removal of sites likely influenced by strong positive selection both reduces the alignment-wide signal supporting paraphyly of viruses sampled from this individual and eliminates support for the effects of recombination. Additionally, the removal of ambiguously aligned sites alters strongly supported relationships among viruses sampled from different individuals. These observations highlight the need to jointly consider multiple unmodeled evolutionary processes and motivate a phylogenomic perspective when inferring viral transmission histories.
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Affiliation(s)
- Vinson P Doyle
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA
| | - John J Andersen
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA
| | - Bradley J Nelson
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA
| | - Michael L Metzker
- Human Genome Sequencing Center, Department of Molecular and Human Genetics, and Cell and Molecular Biology Program, Baylor College of Medicine, Houston, TX, USA
| | - Jeremy M Brown
- Department of Biological Sciences, Louisiana State University, Baton Rouge, LA, USA.
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11
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HIV populations are large and accumulate high genetic diversity in a nonlinear fashion. J Virol 2013; 87:10313-23. [PMID: 23678164 DOI: 10.1128/jvi.01225-12] [Citation(s) in RCA: 91] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
HIV infection is characterized by rapid and error-prone viral replication resulting in genetically diverse virus populations. The rate of accumulation of diversity and the mechanisms involved are under intense study to provide useful information to understand immune evasion and the development of drug resistance. To characterize the development of viral diversity after infection, we carried out an in-depth analysis of single genome sequences of HIV pro-pol to assess diversity and divergence and to estimate replicating population sizes in a group of treatment-naive HIV-infected individuals sampled at single (n = 22) or multiple, longitudinal (n = 11) time points. Analysis of single genome sequences revealed nonlinear accumulation of sequence diversity during the course of infection. Diversity accumulated in recently infected individuals at rates 30-fold higher than in patients with chronic infection. Accumulation of synonymous changes accounted for most of the diversity during chronic infection. Accumulation of diversity resulted in population shifts, but the rates of change were low relative to estimated replication cycle times, consistent with relatively large population sizes. Analysis of changes in allele frequencies revealed effective population sizes that are substantially higher than previous estimates of approximately 1,000 infectious particles/infected individual. Taken together, these observations indicate that HIV populations are large, diverse, and slow to change in chronic infection and that the emergence of new mutations, including drug resistance mutations, is governed by both selection forces and drift.
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12
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Alda F, Gaitero T, Suárez M, Merchán T, Rocha G, Doadrio I. Evolutionary history and molecular epidemiology of rabbit haemorrhagic disease virus in the Iberian Peninsula and Western Europe. BMC Evol Biol 2010; 10:347. [PMID: 21067589 PMCID: PMC2992527 DOI: 10.1186/1471-2148-10-347] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2010] [Accepted: 11/10/2010] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Rabbit haemorrhagic disease virus (RHDV) is a highly virulent calicivirus, first described in domestic rabbits in China in 1984. RHDV appears to be a mutant form of a benign virus that existed in Europe long before the first outbreak. In the Iberian Peninsula, the first epidemic in 1988 severely reduced the populations of autochthonous European wild rabbit. To examine the evolutionary history of RHDV in the Iberian Peninsula, we collected virus samples from wild rabbits and sequenced a fragment of the capsid protein gene VP60. These data together with available sequences from other Western European countries, were analyzed following Bayesian Markov chain Monte Carlo methods to infer their phylogenetic relationships, evolutionary rates and demographic history. RESULTS Evolutionary relationships of RHDV revealed three main lineages with significant phylogeographic structure. All lineages seem to have emerged at a common period of time, between ~1875 and ~1976. The Iberian Peninsula showed evidences of genetic isolation, probably due to geographic barriers to gene flow, and was also the region with the youngest MRCA.Overall, demographic analyses showed an initial increase and stabilization of the relative genetic diversity of RHDV, and a subsequent reduction in genetic diversity after the first epidemic breakout in 1984, which is compatible with a decline in effective population size. CONCLUSIONS Results were consistent with the hypothesis that the current Iberian RHDV arose from a single infection between 1869 and 1955 (95% HPD), and rendered a temporal pattern of appearance and extinction of lineages. We propose that the rising positive selection pressure observed throughout the history of RHDV is likely mediated by the host immune system as a consequence of the genetic changes that rendered the virus virulent. Consequently, this relationship is suggested to condition RHDV demographic history.
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Affiliation(s)
- Fernando Alda
- Dpto. Biodiversidad y Biología Evolutiva, Museo Nacional de Ciencias Naturales (CSIC). José Gutiérrez Abascal 2, 28006 Madrid, Spain
- Instituto de Investigación en Recursos Cinegéticos (CSIC-UCLM-JCCM). Ronda de Toledo s/n, 13071 Ciudad Real, Spain
| | - Tania Gaitero
- Dpto. Sanidad Animal, Facultad de Veterinaria, Universidad Complutense de Madrid. Avda. Puerta de Hierro s/n, 28040 Madrid, Spain
| | - Mónica Suárez
- Dpto. Sanidad Animal, Facultad de Veterinaria, Universidad Complutense de Madrid. Avda. Puerta de Hierro s/n, 28040 Madrid, Spain
| | - Tomás Merchán
- Dpto. Ingeniería del Medio Agronómico y Forestal, Universidad de Extremadura. Av. Virgen del Puerto 2, 10600 Plasencia, Spain
| | - Gregorio Rocha
- Dpto. Ingeniería del Medio Agronómico y Forestal, Universidad de Extremadura. Av. Virgen del Puerto 2, 10600 Plasencia, Spain
| | - Ignacio Doadrio
- Dpto. Biodiversidad y Biología Evolutiva, Museo Nacional de Ciencias Naturales (CSIC). José Gutiérrez Abascal 2, 28006 Madrid, Spain
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13
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Casado C, Colombo S, Rauch A, Martínez R, Günthard HF, Garcia S, Rodríguez C, del Romero J, Telenti A, López-Galíndez C. Host and viral genetic correlates of clinical definitions of HIV-1 disease progression. PLoS One 2010; 5:e11079. [PMID: 20552027 PMCID: PMC2884031 DOI: 10.1371/journal.pone.0011079] [Citation(s) in RCA: 73] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2010] [Accepted: 05/21/2010] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Various patterns of HIV-1 disease progression are described in clinical practice and in research. There is a need to assess the specificity of commonly used definitions of long term non-progressor (LTNP) elite controllers (LTNP-EC), viremic controllers (LTNP-VC), and viremic non controllers (LTNP-NC), as well as of chronic progressors (P) and rapid progressors (RP). METHODOLOGY AND PRINCIPAL FINDINGS We re-evaluated the HIV-1 clinical definitions, summarized in Table 1, using the information provided by a selected number of host genetic markers and viral factors. There is a continuous decrease of protective factors and an accumulation of risk factors from LTNP-EC to RP. Statistical differences in frequency of protective HLA-B alleles (p-0.01), HLA-C rs9264942 (p-0.06), and protective CCR5/CCR2 haplotypes (p-0.02) across groups, and the presence of viruses with an ancestral genotype in the "viral dating" (i.e., nucleotide sequences with low viral divergence from the most recent common ancestor) support the differences among principal clinical groups of HIV-1 infected individuals. CONCLUSIONS A combination of host genetic and viral factors supports current clinical definitions that discriminate among patterns of HIV-1 progression. The study also emphasizes the need to apply a standardized and accepted set of clinical definitions for the purpose of disease stratification and research.
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Affiliation(s)
- Concepción Casado
- Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Sara Colombo
- Institute of Microbiology, University Hospital Center, University of Lausanne, Lausanne, Switzerland
| | - Andri Rauch
- University Clinic of Infectious Diseases, University Hospital Bern and University of Bern, Bern, Switzerland
| | - Raquel Martínez
- Institute of Microbiology, University Hospital Center, University of Lausanne, Lausanne, Switzerland
| | - Huldrych F. Günthard
- Division of Infectious Diseases and Hospital Epidemiology, University of Zurich, Zurich, Switzerland
| | - Soledad Garcia
- 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
| | - Amalio Telenti
- Institute of Microbiology, University Hospital Center, University of Lausanne, Lausanne, Switzerland
- * E-mail: (AT); (CLG)
| | - Cecilio López-Galíndez
- Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
- * E-mail: (AT); (CLG)
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14
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Sandonís V, Casado C, Alvaro T, Pernas M, Olivares I, García S, Rodríguez C, del Romero J, López-Galíndez C. A combination of defective DNA and protective host factors are found in a set of HIV-1 ancestral LTNPs. Virology 2009; 391:73-82. [PMID: 19559455 DOI: 10.1016/j.virol.2009.05.022] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2009] [Revised: 03/19/2009] [Accepted: 05/20/2009] [Indexed: 10/20/2022]
Abstract
We studied viral evolution in three HIV-1 ancestral patients from a group of LTNPs; although some minor sequences showing viral evolution were detected in all patients, the extremely low viral evolution of their viruses was shown by the phylogenetic analysis of the env sequences. Complete nucleotide sequencing of viral DNA showed the major presence of deletions. In two patients, deletions of 1088 and 228 nucleotides mapped to 5' LTR-gag region; in the other, a 247 nucleotide deletion was positioned in pol gene up to the vif ORF. These deleted genomes became dominant during follow up. Patient's viruses displayed 13 common mutations in conserved residues, from the 5' LTR to the nef gene. These mutations provided evidence of a common origin. Regarding host characteristics, one patient had HLA B2705/B5801; another B1402/B5701; whereas a third showed B3901/B4402 and was Delta32-CCR5 heterozygous. These HIV controllers presented a combination of deleted viral genomes and host protective factors.
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Affiliation(s)
- Virginia Sandonís
- Centro Nacional de Microbiología, Instituto de Salud Carlos III, Carretera de Pozuelo Km 2, Majadahonda, 28220 Madrid, Spain
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15
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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: 0.9] [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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