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Del Amparo R, González-Vázquez LD, Rodríguez-Moure L, Bastolla U, Arenas M. Consequences of Genetic Recombination on Protein Folding Stability. J Mol Evol 2023; 91:33-45. [PMID: 36463317 PMCID: PMC9849154 DOI: 10.1007/s00239-022-10080-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 11/25/2022] [Indexed: 12/05/2022]
Abstract
Genetic recombination is a common evolutionary mechanism that produces molecular diversity. However, its consequences on protein folding stability have not attracted the same attention as in the case of point mutations. Here, we studied the effects of homologous recombination on the computationally predicted protein folding stability for several protein families, finding less detrimental effects than we previously expected. Although recombination can affect multiple protein sites, we found that the fraction of recombined proteins that are eliminated by negative selection because of insufficient stability is not significantly larger than the corresponding fraction of proteins produced by mutation events. Indeed, although recombination disrupts epistatic interactions, the mean stability of recombinant proteins is not lower than that of their parents. On the other hand, the difference of stability between recombined proteins is amplified with respect to the parents, promoting phenotypic diversity. As a result, at least one third of recombined proteins present stability between those of their parents, and a substantial fraction have higher or lower stability than those of both parents. As expected, we found that parents with similar sequences tend to produce recombined proteins with stability close to that of the parents. Finally, the simulation of protein evolution along the ancestral recombination graph with empirical substitution models commonly used in phylogenetics, which ignore constraints on protein folding stability, showed that recombination favors the decrease of folding stability, supporting the convenience of adopting structurally constrained models when possible for inferences of protein evolutionary histories with recombination.
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Affiliation(s)
- Roberto Del Amparo
- CINBIO, Universidade de Vigo, 36310 Vigo, Spain ,Departamento de Bioquímica, Genética e Inmunología, Universidade de Vigo, 36310 Vigo, Spain
| | - Luis Daniel González-Vázquez
- CINBIO, Universidade de Vigo, 36310 Vigo, Spain ,Departamento de Bioquímica, Genética e Inmunología, Universidade de Vigo, 36310 Vigo, Spain
| | - Laura Rodríguez-Moure
- CINBIO, Universidade de Vigo, 36310 Vigo, Spain ,Departamento de Bioquímica, Genética e Inmunología, Universidade de Vigo, 36310 Vigo, Spain
| | - Ugo Bastolla
- Centre for Molecular Biology Severo Ochoa (CSIC-UAM), 28049 Madrid, Spain
| | - Miguel Arenas
- CINBIO, Universidade de Vigo, 36310 Vigo, Spain ,Departamento de Bioquímica, Genética e Inmunología, Universidade de Vigo, 36310 Vigo, Spain ,Galicia Sur Health Research Institute (IIS Galicia Sur), 36310 Vigo, Spain
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Contribution of the HIV-1 Envelope Glycoprotein to AIDS Pathogenesis and Clinical Progression. Biomedicines 2022; 10:biomedicines10092172. [PMID: 36140273 PMCID: PMC9495913 DOI: 10.3390/biomedicines10092172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 08/21/2022] [Accepted: 08/27/2022] [Indexed: 11/29/2022] Open
Abstract
In the absence of antiviral therapy, HIV-1 infection progresses to a wide spectrum of clinical manifestations that are the result of an entangled contribution of host, immune and viral factors. The contribution of these factors is not completely established. Several investigations have described the involvement of the immune system in the viral control. In addition, distinct HLA-B alleles, HLA-B27, -B57-58, were associated with infection control. The combination of these elements and antiviral host restriction factors results in different clinical outcomes. The role of the viral proteins in HIV-1 infection has been, however, less investigated. We will review contributions dedicated to the pathogenesis of HIV-1 infection focusing on studies identifying the function of the viral envelope glycoprotein (Env) in the clinical progression because of its essential role in the initial events of the virus life-cycle. Some analysis showed that inefficient viral Envs were dominant in non-progressor individuals. These poorly-functional viral proteins resulted in lower cellular activation, viral replication and minor viral loads. This limited viral antigenic production allows a better immune response and a lower immune exhaustion. Thus, the properties of HIV-1 Env are significant in the clinical outcome of the HIV-1 infection and AIDS pathogenesis.
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Pérez-Yanes S, Pernas M, Marfil S, Cabrera-Rodríguez R, Ortiz R, Urrea V, Rovirosa C, Estévez-Herrera J, Olivares I, Casado C, Lopez-Galindez C, Blanco J, Valenzuela-Fernández A. The Characteristics of the HIV-1 Env Glycoprotein Are Linked With Viral Pathogenesis. Front Microbiol 2022; 13:763039. [PMID: 35401460 PMCID: PMC8988142 DOI: 10.3389/fmicb.2022.763039] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 01/31/2022] [Indexed: 12/17/2022] Open
Abstract
The understanding of HIV-1 pathogenesis and clinical progression is incomplete due to the variable contribution of host, immune, and viral factors. The involvement of viral factors has been investigated in extreme clinical phenotypes from rapid progressors to long-term non-progressors (LTNPs). Among HIV-1 proteins, the envelope glycoprotein complex (Env) has been concentrated on in many studies for its important role in the immune response and in the first steps of viral replication. In this study, we analyzed the contribution of 41 Envs from 24 patients with different clinical progression rates and viral loads (VLs), LTNP-Elite Controllers (LTNP-ECs); Viremic LTNPs (vLTNPs), and non-controller individuals contemporary to LTNPs or recent, named Old and Modern progressors. We studied the Env expression, the fusion and cell-to-cell transfer capacities, as well as viral infectivity. The sequence and phylogenetic analysis of Envs were also performed. In every functional characteristic, the Envs from subjects with viral control (LTNP-ECs and vLTNPs) showed significant lower performance compared to those from the progressor individuals (Old and Modern). Regarding sequence analysis, the variable loops of the gp120 subunit of the Env (i.e., V2, V4, and mainly V5) of the progressor individuals showed longer and more glycosylated sequences than controller subjects. Therefore, HIV-1 Envs from virus of patients presenting viremic control and the non-progressor clinical phenotype showed poor viral functions and shorter sequences, whereas functional Envs were associated with virus of patients lacking virological control and with progressor clinical phenotypes. These correlations support the role of Env genotypic and phenotypic characteristics in the in vivo HIV-1 infection and pathogenesis.
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Affiliation(s)
- Silvia Pérez-Yanes
- Unidad de Farmacología, Sección de Medicina, Laboratorio de Inmunología Celular y Viral, Facultad de Ciencias de la Salud de la Universidad de La Laguna (ULL), San Cristóbal de La Laguna, Spain
| | - María Pernas
- Unidad de Virologia Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiologia, Instituto de Salud Carlos III, Madrid, Spain
| | - Silvia Marfil
- Institut de Recerca de la Sida IrsiCaixa, Institut d’Investigació en Ciències de la Salut Germans Trias i Pujol (IGTP), Barcelona, Spain
| | - Romina Cabrera-Rodríguez
- Unidad de Farmacología, Sección de Medicina, Laboratorio de Inmunología Celular y Viral, Facultad de Ciencias de la Salud de la Universidad de La Laguna (ULL), San Cristóbal de La Laguna, Spain
| | - Raquel Ortiz
- Institut de Recerca de la Sida IrsiCaixa, Institut d’Investigació en Ciències de la Salut Germans Trias i Pujol (IGTP), Barcelona, Spain
| | - Víctor Urrea
- Institut de Recerca de la Sida IrsiCaixa, Institut d’Investigació en Ciències de la Salut Germans Trias i Pujol (IGTP), Barcelona, Spain
| | - Carla Rovirosa
- Institut de Recerca de la Sida IrsiCaixa, Institut d’Investigació en Ciències de la Salut Germans Trias i Pujol (IGTP), Barcelona, Spain
| | - Judith Estévez-Herrera
- Unidad de Farmacología, Sección de Medicina, Laboratorio de Inmunología Celular y Viral, Facultad de Ciencias de la Salud de la Universidad de La Laguna (ULL), San Cristóbal de La Laguna, Spain
| | - Isabel Olivares
- Unidad de Virologia Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiologia, Instituto de Salud Carlos III, Madrid, Spain
| | - Concepción Casado
- Unidad de Virologia Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiologia, Instituto de Salud Carlos III, Madrid, Spain
- Concepción Casado,
| | - Cecilio Lopez-Galindez
- Unidad de Virologia Molecular, Laboratorio de Referencia e Investigación en Retrovirus, Centro Nacional de Microbiologia, Instituto de Salud Carlos III, Madrid, Spain
- Cecilio Lopez-Galindez,
| | - Julià Blanco
- Institut de Recerca de la Sida IrsiCaixa, Institut d’Investigació en Ciències de la Salut Germans Trias i Pujol (IGTP), Barcelona, Spain
- Chair of Infectious Diseases and Immunity, Faculty of Medicine, Universitat de Vic-Universitat Central de Catalunya (UVic-UCC), Barcelona, Spain
- Julià Blanco,
| | - Agustín Valenzuela-Fernández
- Unidad de Farmacología, Sección de Medicina, Laboratorio de Inmunología Celular y Viral, Facultad de Ciencias de la Salud de la Universidad de La Laguna (ULL), San Cristóbal de La Laguna, Spain
- *Correspondence: Agustín Valenzuela-Fernández,
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Arenas M. ProteinEvolverABC: coestimation of recombination and substitution rates in protein sequences by approximate Bayesian computation. Bioinformatics 2021; 38:58-64. [PMID: 34450622 PMCID: PMC8696103 DOI: 10.1093/bioinformatics/btab617] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 07/24/2021] [Accepted: 08/24/2021] [Indexed: 02/03/2023] Open
Abstract
MOTIVATION The evolutionary processes of mutation and recombination, upon which selection operates, are fundamental to understand the observed molecular diversity. Unlike nucleotide sequences, the estimation of the recombination rate in protein sequences has been little explored, neither implemented in evolutionary frameworks, despite protein sequencing methods are largely used. RESULTS In order to accommodate this need, here I present a computational framework, called ProteinEvolverABC, to jointly estimate recombination and substitution rates from alignments of protein sequences. The framework implements the approximate Bayesian computation approach, with and without regression adjustments and includes a variety of substitution models of protein evolution, demographics and longitudinal sampling. It also implements several nuisance parameters such as heterogeneous amino acid frequencies and rate of change among sites and, proportion of invariable sites. The framework produces accurate coestimation of recombination and substitution rates under diverse evolutionary scenarios. As illustrative examples of usage, I applied it to several viral protein families, including coronaviruses, showing heterogeneous substitution and recombination rates. AVAILABILITY AND IMPLEMENTATION ProteinEvolverABC is freely available from https://github.com/miguelarenas/proteinevolverabc, includes a graphical user interface for helping the specification of the input settings, extensive documentation and ready-to-use examples. Conveniently, the simulations can run in parallel on multicore machines. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Pérez-Losada M, Arenas M, Galán JC, Bracho MA, Hillung J, García-González N, González-Candelas F. High-throughput sequencing (HTS) for the analysis of viral populations. INFECTION GENETICS AND EVOLUTION 2020; 80:104208. [PMID: 32001386 DOI: 10.1016/j.meegid.2020.104208] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 01/21/2020] [Accepted: 01/24/2020] [Indexed: 12/12/2022]
Abstract
The development of High-Throughput Sequencing (HTS) technologies is having a major impact on the genomic analysis of viral populations. Current HTS platforms can capture nucleic acid variation across millions of genes for both selected amplicons and full viral genomes. HTS has already facilitated the discovery of new viruses, hinted new taxonomic classifications and provided a deeper and broader understanding of their diversity, population and genetic structure. Hence, HTS has already replaced standard Sanger sequencing in basic and applied research fields, but the next step is its implementation as a routine technology for the analysis of viruses in clinical settings. The most likely application of this implementation will be the analysis of viral genomics, because the huge population sizes, high mutation rates and very fast replacement of viral populations have demonstrated the limited information obtained with Sanger technology. In this review, we describe new technologies and provide guidelines for the high-throughput sequencing and genetic and evolutionary analyses of viral populations and metaviromes, including software applications. With the development of new HTS technologies, new and refurbished molecular and bioinformatic tools are also constantly being developed to process and integrate HTS data. These allow assembling viral genomes and inferring viral population diversity and dynamics. Finally, we also present several applications of these approaches to the analysis of viral clinical samples including transmission clusters and outbreak characterization.
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Affiliation(s)
- Marcos Pérez-Losada
- Computational Biology Institute, Milken Institute School of Public Health, George Washington University, Washington, DC, USA; CIBIO-InBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, Campus Agrário de Vairão, Vairão 4485-661, Portugal
| | - Miguel Arenas
- Department of Biochemistry, Genetics and Immunology, University of Vigo, 36310 Vigo, Spain; Biomedical Research Center (CINBIO), University of Vigo, 36310 Vigo, Spain.
| | - Juan Carlos Galán
- Microbiology Service, Hospital Ramón y Cajal, Madrid, Spain; CIBER in Epidemiology and Public Health, Spain.
| | - Mª Alma Bracho
- CIBER in Epidemiology and Public Health, Spain; Joint Research Unit "Infection and Public Health" FISABIO-University of Valencia, Valencia, Spain.
| | - Julia Hillung
- Joint Research Unit "Infection and Public Health" FISABIO-University of Valencia, Valencia, Spain; Institute for Integrative Systems Biology (I2SysBio), CSIC-University of Valencia, Valencia, Spain.
| | - Neris García-González
- Joint Research Unit "Infection and Public Health" FISABIO-University of Valencia, Valencia, Spain; Institute for Integrative Systems Biology (I2SysBio), CSIC-University of Valencia, Valencia, Spain.
| | - Fernando González-Candelas
- CIBER in Epidemiology and Public Health, Spain; Joint Research Unit "Infection and Public Health" FISABIO-University of Valencia, Valencia, Spain; Institute for Integrative Systems Biology (I2SysBio), CSIC-University of Valencia, Valencia, Spain.
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6
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Shi B, Sharifi HJ, DiGrigoli S, Kinnetz M, Mellon K, Hu W, de Noronha CMC. Inhibition of HIV early replication by the p53 and its downstream gene p21. Virol J 2018; 15:53. [PMID: 29587790 PMCID: PMC5870690 DOI: 10.1186/s12985-018-0959-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2017] [Accepted: 03/07/2018] [Indexed: 11/10/2022] Open
Abstract
Background The tumor suppressor gene p53 has been found to suppress HIV infection by various mechanisms, but the inhibition of HIV at an early stage of replication by host cell p53 and its downstream gene p21 has not been well studied. Method VSV-G pseudotyped HIV-1 or HIV-2 viruses with GFP or luciferase reporter gene were used to infect HCT116 p53+/+ cells, HCT116 p53−/− cells and hMDMs. The infections were detected by flow cytometry or measured by luciferase assay. Reverse transcription products were quantified by a TaqMan real time PCR. siRNA knockdown experiments were applied to study potential roles of p53 and p21 genes in their restriction to HIV infection. Western blot experiments were used to analyze changes in gene expression. Results The infection of HIV-1 was inhibited in HCT116 p53+/+ cells in comparison to HCT116 p53−/− cells. The fold of inhibition was largely increased when cell cycle switched from cycling to non-cycling status. Further analysis showed that both p53 and p21 expressions were upregulated in non-cycling HCT116 p53+/+ cells and HIV-1 reverse transcription was subsequently inhibited. siRNA knockdown of either p53 or p21 rescued HIV-1 reverse transcription from the inhibition in non-cycling HCT116 p53+/+ cells. It was identified that the observed restrictions by p53 and p21 were associated with the suppression of RNR2 expression and phosphorylation of SAMHD1. These observations were confirmed by using siRNA knockdown experiments. In addition, p53 also inhibited HIV-2 infection in HCT116 p53+/+ cells and siRNA knockdown of p21 increased HIV-2 infection in hMDMs. Finally the expressions of p53 and p21 were found to be induced in hMDMs shortly after HIV-1 infection. Conclusions The p53 and its downstream gene p21 interfere with HIV early stage of replication in non-cycling cells and hMDMs.
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Affiliation(s)
- Binshan Shi
- Department of Basic and Clinical Sciences, Albany College of Pharmacy and Health Sciences, 106 New Scotland Ave, Albany, NY, 12208, USA.
| | - Hamayun J Sharifi
- Department of Basic and Clinical Sciences, Albany College of Pharmacy and Health Sciences, 106 New Scotland Ave, Albany, NY, 12208, USA
| | - Sara DiGrigoli
- Department of Basic and Clinical Sciences, Albany College of Pharmacy and Health Sciences, 106 New Scotland Ave, Albany, NY, 12208, USA
| | - Michaela Kinnetz
- Department of Basic and Clinical Sciences, Albany College of Pharmacy and Health Sciences, 106 New Scotland Ave, Albany, NY, 12208, USA
| | - Katie Mellon
- Department of Basic and Clinical Sciences, Albany College of Pharmacy and Health Sciences, 106 New Scotland Ave, Albany, NY, 12208, USA
| | - Wenwei Hu
- Rutgers Cancer Institute of New Jersey, Rutgers the State University of New Jersey, New Brunswick, NJ, 08903, USA
| | - Carlos M C de Noronha
- Center for Immunology and Microbial Disease, Albany Medical College, Albany, New York, Albany, NY, 12208, USA
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Tongo M, de Oliveira T, Martin DP. Patterns of genomic site inheritance in HIV-1M inter-subtype recombinants delineate the most likely genomic sites of subtype-specific adaptation. Virus Evol 2018; 4:vey015. [PMID: 29942655 PMCID: PMC6007327 DOI: 10.1093/ve/vey015] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Recombination between different HIV-1 group M (HIV-1M) subtypes is a major contributor to the ongoing genetic diversification of HIV-1M. However, it remains unclear whether the different genome regions of recombinants are randomly inherited from the different subtypes. To elucidate this, we analysed the distribution within 82 circulating and 201 unique recombinant forms (CRFs/URFs), of genome fragments derived from HIV-1M Subtypes A, B, C, D, F, and G and CRF01_AE. We found that viruses belonging to the analysed HIV-1M subtypes and CRF01_AE contributed certain genome fragments more frequently during recombination than other fragments. Furthermore, we identified statistically significant hot-spots of Subtype A sequence inheritance in genomic regions encoding portions of Gag and Nef, Subtype B in Pol, Tat and Env, Subtype C in Vif, Subtype D in Pol and Env, Subtype F in Gag, Subtype G in Vpu-Env and Nef, and CRF01_AE inheritance in Vpu and Env. The apparent non-randomness in the frequencies with which different subtypes have contributed specific genome regions to known HIV-1M recombinants is consistent with selection strongly impacting the survival of inter-subtype recombinants. We propose that hotspots of genomic region inheritance are likely to demarcate the locations of subtype-specific adaptive genetic variations.
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Affiliation(s)
- Marcel Tongo
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, College of Health Sciences, Nelson R Mandela School of Medicine, University of KwaZulu-Natal (UKZN), 719 Umbilo Road, Durban 4001, South Africa
- Center of Research for Emerging and Re-Emerging Diseases (CREMER), Institute of Medical Research and Study of Medicinal Plants (IMPM), Yaoundé, Cameroon
| | - Tulio de Oliveira
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, College of Health Sciences, Nelson R Mandela School of Medicine, University of KwaZulu-Natal (UKZN), 719 Umbilo Road, Durban 4001, South Africa
| | - Darren P Martin
- Division of Computational Biology, Department of Integrative Biomedical Sciences and Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
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Arenas M, Araujo NM, Branco C, Castelhano N, Castro-Nallar E, Pérez-Losada M. Mutation and recombination in pathogen evolution: Relevance, methods and controversies. INFECTION GENETICS AND EVOLUTION 2017; 63:295-306. [PMID: 28951202 DOI: 10.1016/j.meegid.2017.09.029] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Revised: 09/20/2017] [Accepted: 09/21/2017] [Indexed: 02/06/2023]
Abstract
Mutation and recombination drive the evolution of most pathogens by generating the genetic variants upon which selection operates. Those variants can, for example, confer resistance to host immune systems and drug therapies or lead to epidemic outbreaks. Given their importance, diverse evolutionary studies have investigated the abundance and consequences of mutation and recombination in pathogen populations. However, some controversies persist regarding the contribution of each evolutionary force to the development of particular phenotypic observations (e.g., drug resistance). In this study, we revise the importance of mutation and recombination in the evolution of pathogens at both intra-host and inter-host levels. We also describe state-of-the-art analytical methodologies to detect and quantify these two evolutionary forces, including biases that are often ignored in evolutionary studies. Finally, we present some of our former studies involving pathogenic taxa where mutation and recombination played crucial roles in the recovery of pathogenic fitness, the generation of interspecific genetic diversity, or the design of centralized vaccines. This review also illustrates several common controversies and pitfalls in the analysis and in the evaluation and interpretation of mutation and recombination outcomes.
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Affiliation(s)
- Miguel Arenas
- Department of Biochemistry, Genetics and Immunology, University of Vigo, Vigo, Spain; Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal.
| | - Natalia M Araujo
- Laboratory of Molecular Virology, Oswaldo Cruz Institute, FIOCRUZ, Rio de Janeiro, Brazil.
| | - Catarina Branco
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal.
| | - Nadine Castelhano
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal.
| | - Eduardo Castro-Nallar
- Universidad Andrés Bello, Center for Bioinformatics and Integrative Biology, Facultad de Ciencias Biológicas, Santiago, Chile.
| | - Marcos Pérez-Losada
- Computational Biology Institute, Milken Institute School of Public Health, George Washington University, Ashburn, VA 20147, Washington, DC, United States; CIBIO-InBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, Campus Agrário de Vairão, Vairão 4485-661, Portugal.
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Depincé AE, Dussert E, Vergnon-Miszczycha D, Keita A, Pillet S, Botelho-Nevers E, Frésard A, Gagneux-Brunon A, Lucht FR, Roblin X, Pozzetto B, Paul S, Bourlet T. The Genotyping Resistance Profile of the Pol Gene Detected in Blood of Newly Diagnosed HIV-Positive Men Is Durably Archived in the Gut Whatever the Time of Initiation of cART. Intervirology 2017; 59:256-261. [PMID: 28402970 DOI: 10.1159/000472716] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2017] [Accepted: 03/23/2017] [Indexed: 02/01/2023] Open
Abstract
OBJECTIVE To evaluate the mutational patterns on the pol gene of the main HIV-1 strain archived in cell genome of 10 chronically infected men according to their clinical and therapeutic history. The genotyping resistance profiles were compared between the first blood plasma available at the time of HIV diagnosis and rectal biopsies and PBMC sampled 1-5 years after the initiation of combined antiretroviral therapy (cART). METHODS HIV-1 RNA and cell-associated HIV-1 DNA were quantified by Abbott Real-Time HIV-1 and Generic HIV® DNA cell (Biocentric) assays. The mutations in protease and reverse transcriptase genes were assessed by the Trugene® assay (Siemens). The C2V3 region was amplified to determine the viral tropism. RESULTS In 9 patients, slight or no differences were observed between the 3 resistance profiles. Those mostly detected were related to the resistance to nucleos(t)ide (D67N, L210W, T215A, T69D) and nonnucleoside (K103N, V106I, V179I) inhibitors. In 1 rilpivirine-treated patient, the M230I mutation was detected in PBMC. No change of viral tropism was observed between samples. CONCLUSION These data suggest that resistance mutations harbored by the main HIV strain in plasma at the time of diagnosis are durably archived in DNA cells whatever the delay between infection and initiation of therapy in patients well controlled by cART.
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Affiliation(s)
- Anne Emmanuelle Depincé
- Groupe Immunité des Muqueuses et Agents Pathogènes - GIMAP EA 3064, CIC 1408, Université de Saint-Etienne, Université de Lyon, Saint-Etienne, France
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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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Identification of source and sink populations for the emergence and global spread of the East-Asia clone of community-associated MRSA. Genome Biol 2016; 17:160. [PMID: 27459968 PMCID: PMC4962458 DOI: 10.1186/s13059-016-1022-0] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Accepted: 07/08/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Our understanding of the factors influencing the emergence, dissemination and global distribution of epidemic clones of bacteria is limited. ST59 is a major epidemic clone of community-associated MRSA in East Asia, responsible for extensive morbidity and mortality, but has a much lower prevalence in other parts of the world. The geographic origin of ST59 and its international routes of dissemination are unclear and disputed in the literature. RESULTS To investigate the origin and spread of the ST59 clone, we obtained whole genome sequences of isolates from four continents, sampled over more than a decade, and carried out a time-scaled phylogeographic analysis. We discover that two distinct ST59 clades emerged concurrently, in East Asia and the USA, but underwent clonal expansion at different times. The East Asia clade was strongly enriched for gene determinants associated with antibiotic resistance, consistent with regional differences in antibiotic usage. Both clones spread independently to Australia and Europe, and we found evidence of the persistence of multi-drug resistance following export from East Asia. Direct transfer of strains between Taiwan and the USA was not observed in either direction, consistent with geographic niche exclusion. CONCLUSIONS Our results resolve a longstanding controversy regarding the origin of the ST59 clone, revealing the major global source and sink populations and routes for the spread of multi-drug resistant clones. Additionally, our findings indicate that diversification of the accessory genome of epidemic clones partly reflects region-specific patterns of antibiotic usage, which may influence bacterial fitness after transmission to different geographic locations.
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12
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HIV-1 Reservoirs During Suppressive Therapy. Trends Microbiol 2016; 24:345-355. [PMID: 26875617 DOI: 10.1016/j.tim.2016.01.006] [Citation(s) in RCA: 96] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2015] [Revised: 01/14/2016] [Accepted: 01/21/2016] [Indexed: 02/07/2023]
Abstract
The introduction of antiretroviral therapy (ART) 20 years ago has dramatically reduced morbidity and mortality associated with HIV-1. Initially there was hope that ART would be curative, but it quickly became clear that even though ART was able to restore CD4(+) T cell counts and suppress viral loads below levels of detection, discontinuation of treatment resulted in a rapid rebound of infection. This is due to persistence of a small reservoir of latently infected cells with a long half-life, which necessitates life-long ART. Over the past few years, significant progress has been made in defining and characterizing the latent reservoir of HIV-1, and here we review how understanding the latent reservoir during suppressive therapy will lead to significant advances in curative approaches for HIV-1.
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13
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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: 1.3] [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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14
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Seu L, Mwape I, Guffey MB. Single genome amplification of proviral HIV-1 DNA from dried blood spot specimens collected during early infant screening programs in Lusaka, Zambia. J Virol Methods 2014; 203:97-101. [PMID: 24667303 PMCID: PMC4024391 DOI: 10.1016/j.jviromet.2014.03.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2014] [Revised: 02/28/2014] [Accepted: 03/04/2014] [Indexed: 01/28/2023]
Abstract
The ability to evaluate individual HIV-1 virions from the quasispecies of vertically infected infants was evaluated in a field setting at the Centre for Infectious Disease Research in Zambia. Infant heel-prick blood specimens were spotted onto dried blood spot (DBS) filter paper cards at government health clinics. Nucleic acid was extracted and used as a template for HIV-1 proviral DNA detection by a commercial Amplicor HIV-1 PCR test (Roche, version 1.5). On samples that tested positive by commercial diagnostic assay, amplification of DNA was performed using an in-house assay of the 5' and 3' region of the HIV-1 genome. Additionally, fragments covering 1200 nucleotides within pol (full length protease and partial reverse transcriptase) and 1400 nucleotides within env (variable 1-variable 5 region) were further analyzed by single genome amplification (SGA). In summary, we have demonstrated an in-house assay for amplifying the 5' and 3' proviral HIV-1 DNA as well as pol and env proviral DNA fragments from DBS cards collected and analyzed entirely in Zambia. In conclusion, this study shows the feasibility of utilizing DBS cards to amplify the whole proviral HIV-1 genome as well as perform SGA on key HIV-1 genes.
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Affiliation(s)
- Lillian Seu
- Centre for Infectious Disease Research Zambia, 5032 Great North Road, P.O. Box 34681, Lusaka, Zambia; University of Alabama at Birmingham, Division of Infectious Diseases, 1900 University Boulevard, THT 215E, Birmingham, AL 35294, United States.
| | - Innocent Mwape
- University of Alabama at Birmingham, Division of Infectious Diseases, 1900 University Boulevard, THT 215E, Birmingham, AL 35294, United States.
| | - M Bradford Guffey
- Centre for Infectious Disease Research Zambia, 5032 Great North Road, P.O. Box 34681, Lusaka, Zambia; University of Alabama at Birmingham, Division of Infectious Diseases, 1900 University Boulevard, THT 215E, Birmingham, AL 35294, United States.
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15
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Kearney MF, Spindler J, Shao W, Yu S, Anderson EM, O'Shea A, Rehm C, Poethke C, Kovacs N, Mellors JW, Coffin JM, Maldarelli F. Lack of detectable HIV-1 molecular evolution during suppressive antiretroviral therapy. PLoS Pathog 2014; 10:e1004010. [PMID: 24651464 PMCID: PMC3961343 DOI: 10.1371/journal.ppat.1004010] [Citation(s) in RCA: 187] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2013] [Accepted: 02/03/2014] [Indexed: 11/18/2022] Open
Abstract
A better understanding of changes in HIV-1 population genetics with combination antiretroviral therapy (cART) is critical for designing eradication strategies. We therefore analyzed HIV-1 genetic variation and divergence in patients' plasma before cART, during suppression on cART, and after viral rebound. Single-genome sequences of plasma HIV-1 RNA were obtained from HIV-1 infected patients prior to cART (N = 14), during suppression on cART (N = 14) and/or after viral rebound following interruption of cART (N = 5). Intra-patient population diversity was measured by average pairwise difference (APD). Population structure was assessed by phylogenetic analyses and a test for panmixia. Measurements of intra-population diversity revealed no significant loss of overall genetic variation in patients treated for up to 15 years with cART. A test for panmixia, however, showed significant changes in population structure in 2/10 patients after short-term cART (<1 year) and in 7/10 patients after long-term cART (1–15 years). The changes consisted of diverse sets of viral variants prior to cART shifting to populations containing one or more genetically uniform subpopulations during cART. Despite these significant changes in population structure, rebound virus after long-term cART had little divergence from pretherapy virus, implicating long-lived cells infected before cART as the source for rebound virus. The appearance of genetically uniform virus populations and the lack of divergence after prolonged cART and cART interruption provide strong evidence that HIV-1 persists in long-lived cells infected before cART was initiated, that some of these infected cells may be capable of proliferation, and that on-going cycles of viral replication are not evident. Anti-HIV compounds are highly effective for preventing the onset of AIDS but they do not cure infected individuals. Very low levels of virus remain detectable in the blood of most patients despite antiviral treatment and levels surge if treatment is stopped. It is crucial to understand why current treatments are not equipped to cure HIV infection so that new therapies addressing these shortcomings can be developed. By characterizing genetic sequences of HIV in patients before and during antiviral treatment, we found that the low levels of virus detected in the blood of treated patients did not result from newly infected cells but originated from cells, or the daughters of cells, that were already infected when treatment was initiated. This finding demonstrates that HIV present in blood after prolonged antiviral treatment is derived from cells infected prior to treatment which likely expanded over time through cell division. Such long lived, infected cells are likely the critical target for developing strategies to cure HIV infection.
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Affiliation(s)
- Mary F. Kearney
- HIV-1 Drug Resistance Program, Center for Cancer Research, National Cancer Institute, Frederick, Maryland, United States of America
- * E-mail:
| | - Jonathan Spindler
- HIV-1 Drug Resistance Program, Center for Cancer Research, National Cancer Institute, Frederick, Maryland, United States of America
| | - Wei Shao
- Advanced Biomedical Computing Center, SAIC, Frederick, Maryland, United States of America
| | - Sloane Yu
- HIV-1 Drug Resistance Program, Center for Cancer Research, National Cancer Institute, Frederick, Maryland, United States of America
| | - Elizabeth M. Anderson
- HIV-1 Drug Resistance Program, Center for Cancer Research, National Cancer Institute, Frederick, Maryland, United States of America
| | - Angeline O'Shea
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH Bethesda, Maryland, United States of America
| | - Catherine Rehm
- Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, NIH Bethesda, Maryland, United States of America
| | - Carry Poethke
- HIV-1 Drug Resistance Program, Center for Cancer Research, National Cancer Institute, Frederick, Maryland, United States of America
| | - Nicholas Kovacs
- HIV-1 Drug Resistance Program, Center for Cancer Research, National Cancer Institute, Frederick, Maryland, United States of America
| | - John W. Mellors
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - John M. Coffin
- Department of Molecular Biology and Microbiology, Tufts University, Boston, Massachusetts, United States of America
| | - Frank Maldarelli
- HIV-1 Drug Resistance Program, Center for Cancer Research, National Cancer Institute, Frederick, Maryland, United States of America
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16
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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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17
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Abstract
UNLABELLED HIV-1 infection is characterized by the rapid generation of genetic diversity that facilitates viral escape from immune selection and antiretroviral therapy. Despite recombination's crucial role in viral diversity and evolution, little is known about the genomic factors that influence recombination between highly similar genomes. In this study, we use a minimally modified full-length HIV-1 genome and high-throughput sequence analysis to study recombination in gag and pol in T cells. We find that recombination is favored at a number of recombination hot spots, where recombination occurs six times more frequently than at corresponding cold spots. Interestingly, these hot spots occur near important features of the HIV-1 genome but do not occur at sites immediately around protease inhibitor or reverse transcriptase inhibitor drug resistance mutations. We show that the recombination hot and cold spots are consistent across five blood donors and are independent of coreceptor-mediated entry. Finally, we check common experimental confounders and find that these are not driving the location of recombination hot spots. This is the first study to identify the location of recombination hot spots between two similar viral genomes with great statistical power and under conditions that closely reflect natural recombination events among HIV-1 quasispecies. IMPORTANCE The ability of HIV-1 to evade the immune system and antiretroviral therapy depends on genetic diversity within the viral quasispecies. Retroviral recombination is an important mechanism that helps to generate and maintain this genetic diversity, but little is known about how recombination rates vary within the HIV-1 genome. We measured recombination rates in gag and pol and identified recombination hot and cold spots, demonstrating that recombination is not random but depends on the underlying gene sequence. The strength and location of these recombination hot and cold spots can be used to improve models of viral dynamics and evolution, which will be useful for the design of robust antiretroviral therapies.
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18
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Paydary K, Khaghani P, Emamzadeh-Fard S, Alinaghi SAS, Baesi K. The emergence of drug resistant HIV variants and novel anti-retroviral therapy. Asian Pac J Trop Biomed 2013; 3:515-22. [PMID: 23835806 PMCID: PMC3695575 DOI: 10.1016/s2221-1691(13)60106-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2013] [Accepted: 07/21/2013] [Indexed: 02/08/2023] Open
Abstract
After its identification in 1980s, HIV has infected more than 30 million people worldwide. In the era of highly active anti-retroviral therapy, anti-retroviral drug resistance results from insufficient anti-retroviral pressure, which may lead to treatment failure. Preliminary studies support the idea that anti-retroviral drug resistance has evolved largely as a result of low-adherence of patients to therapy and extensive use of anti-retroviral drugs in the developed world; however, a highly heterogeneous horde of viral quasi-species are currently circulating in developing nations. Thus, the prioritizing of strategies adopted in such two worlds should be quite different considering the varying anti-retroviral drug resistance prevalence. In this article, we explore differences in anti-retroviral drug resistance patterns between developed and developing countries, as they represent two distinct ecological niches of HIV from an evolutionary standpoint.
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Affiliation(s)
- Koosha Paydary
- Iranian Research Center for HIV/AIDS, Tehran University of Medical Sciences, Tehran, Iran
- Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Parisa Khaghani
- Iranian Research Center for HIV/AIDS, Tehran University of Medical Sciences, Tehran, Iran
- Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Sahra Emamzadeh-Fard
- Iranian Research Center for HIV/AIDS, Tehran University of Medical Sciences, Tehran, Iran
- Students' Scientific Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Kazem Baesi
- Iranian Research Center for HIV/AIDS, Tehran University of Medical Sciences, Tehran, Iran
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19
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Kemal KS, Anastos K, Weiser B, Ramirez CM, Shi Q, Burger H. Molecular epidemiology of HIV type 1 subtypes in Rwanda. AIDS Res Hum Retroviruses 2013; 29:957-62. [PMID: 23458210 DOI: 10.1089/aid.2012.0095] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
HIV-1 infection is characterized by genetic diversity, with multiple subtypes and recombinant variants circulating, particularly in sub-Saharan Africa. During the Rwandan genocide, many women experienced multiple rapes and some became HIV-1 infected. We studied plasma and peripheral blood mononuclear cells (PBMCs) from 30 infected women comprising two exposure groups: those with numerous contacts, raped multiple times, and women with one lifetime sexual partner and no history of rape. Population-based sequences from gag, pol, and env genes were analyzed to determine HIV-1 subtypes and intersubtype recombination. Individual plasma-derived variants from 12 women were also analyzed. Subtype A was found in 24/30 (80%), intersubtype recombination (AC and AD) in 4/30 (13%), and subtypes C and D in 1/30 each. In two subjects, the pattern of HIV-1 recombination differed between plasma and PBMC-derived sequences. Intersubtype recombination was common, although there were no significant differences in subtype or recombination rates between exposure groups.
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Affiliation(s)
- Kimdar S. Kemal
- Wadsworth Center, New York State Department of Health, Albany, New York
| | | | - Barbara Weiser
- Wadsworth Center, New York State Department of Health, Albany, New York
- Department of Medicine, Albany Medical College, Albany, New York
| | | | - Qiuhu Shi
- Epidemiology and Community Health, School of Health Sciences and Practice, New York Medical College, Valhalla, New York
| | - Harold Burger
- Wadsworth Center, New York State Department of Health, Albany, New York
- Department of Medicine, Albany Medical College, Albany, New York
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20
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Kemal KS, Ramirez CM, Burger H, Foley B, Mayers D, Klimkait T, Hamy F, Anastos K, Petrovic K, Minin VN, Suchard MA, Weiser B. Recombination between variants from genital tract and plasma: evolution of multidrug-resistant HIV type 1. AIDS Res Hum Retroviruses 2012; 28:1766-74. [PMID: 22364185 DOI: 10.1089/aid.2011.0383] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Multidrug-resistant (MDR) HIV-1 presents a challenge to the efficacy of antiretroviral therapy (ART). To examine mechanisms leading to MDR variants in infected individuals, we studied recombination between single viral genomes from the genital tract and plasma of a woman initiating ART. We determined HIV-1 RNA sequences and drug resistance profiles of 159 unique viral variants obtained before ART and semiannually for 4 years thereafter. Soon after initiating zidovudine, lamivudine, and nevirapine, resistant variants and intrapatient HIV-1 recombinants were detected in both compartments; the recombinants had inherited genetic material from both genital and plasma-derived viruses. Twenty-three unique recombinants were documented during 4 years of therapy, comprising ~22% of variants. Most recombinant genomes displayed similar breakpoints and clustered phylogenetically, suggesting evolution from common ancestors. Longitudinal analysis demonstrated that MDR recombinants were common and persistent, demonstrating that recombination, in addition to point mutation, can contribute to the evolution of MDR HIV-1 in viremic individuals.
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Affiliation(s)
- Kimdar S. Kemal
- Wadsworth Center, New York State Department of Health, Albany, New York
| | | | - Harold Burger
- Wadsworth Center, New York State Department of Health, Albany, New York
- Department of Medicine, Albany Medical College, Albany, New York
| | - Brian Foley
- Los Alamos National Laboratory, Los Alamos, New Mexico
| | | | - Thomas Klimkait
- Institute of Medical Microbiology, Basel, Switzerland
- InPheno AG, Basel, Switzerland
| | - François Hamy
- Institute of Medical Microbiology, Basel, Switzerland
- InPheno AG, Basel, Switzerland
| | | | | | - Vladimir N. Minin
- Department of Statistics, University of Washington, Seattle, Washington
| | - Marc A. Suchard
- Department of Biostatistics, University of California, Los Angeles, California
- Department of Biomathematics, University of California, Los Angeles, California
- Department of Human Genetics, University of California, Los Angeles, California
| | - Barbara Weiser
- Wadsworth Center, New York State Department of Health, Albany, New York
- Department of Medicine, Albany Medical College, Albany, New York
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21
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Winters MA, Lloyd RM, Shafer RW, Kozal MJ, Miller MD, Holodniy M. Development of elvitegravir resistance and linkage of integrase inhibitor mutations with protease and reverse transcriptase resistance mutations. PLoS One 2012; 7:e40514. [PMID: 22815755 PMCID: PMC3399858 DOI: 10.1371/journal.pone.0040514] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2012] [Accepted: 06/12/2012] [Indexed: 12/04/2022] Open
Abstract
Failure of antiretroviral regimens containing elvitegravir (EVG) and raltegravir (RAL) can result in the appearance of integrase inhibitor (INI) drug-resistance mutations (DRMs). While several INI DRMs have been identified, the evolution of EVG DRMs and the linkage of these DRMs with protease inhibitor (PI) and reverse transcriptase inhibitor (RTI) DRMs have not been studied at the clonal level. We examined the development of INI DRMs in 10 patients failing EVG-containing regimens over time, and the linkage of INI DRMs with PI and RTI DRMs in these patients plus 6 RAL-treated patients. A one-step RT-nested PCR protocol was used to generate a 2.7 kB amplicon that included the PR, RT, and IN coding region, and standard cloning and sequencing techniques were used to determine DRMs in 1,277 clones (mean 21 clones per time point). Results showed all patients had multiple PI, NRTI, and/or NNRTI DRMs at baseline, but no primary INI DRM. EVG-treated patients developed from 2 to 6 strains with different primary INI DRMs as early as 2 weeks after initiation of treatment, predominantly as single mutations. The prevalence of these strains fluctuated and new strains, and/or strains with new combinations of INI DRMs, developed over time. Final failure samples (weeks 14 to 48) typically showed a dominant strain with multiple mutations or N155H alone. Single N155H or multiple mutations were also observed in RAL-treated patients at virologic failure. All patient strains showed evidence of INI DRM co-located with single or multiple PI and/or RTI DRMs on the same viral strand. Our study shows that EVG treatment can select for a number of distinct INI-resistant strains whose prevalence fluctuates over time. Continued appearance of new INI DRMs after initial INI failure suggests a potent, highly dynamic selection of INI resistant strains that is unaffected by co-location with PI and RTI DRMs.
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Affiliation(s)
- Mark A Winters
- AIDS Research Center, Veterans Affairs Palo Alto Health Care System, Palo Alto, California, United States of America.
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22
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A novel denaturing heteroduplex tracking assay for genotypic prediction of HIV-1 tropism. J Virol Methods 2012; 185:108-17. [PMID: 22728273 DOI: 10.1016/j.jviromet.2012.06.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2012] [Revised: 06/07/2012] [Accepted: 06/13/2012] [Indexed: 11/21/2022]
Abstract
Human immunodeficiency virus type 1 (HIV-1) is characterized by sequence variability. The third variable region (V3) of the HIV-1 envelope glycoprotein gp120 plays a key role in determination of viral coreceptor usage (tropism) and pathogenesis. This report describes a novel denaturing heteroduplex tracking assay (HTA) to analyze the genetic variation of HIV-1 V3 DNA. It improved upon previous non-denaturing HTA approaches to distinguish HIV-1 CCR5 and CXCR4 tropic viruses in mixed populations. The modifications included the use of a single-stranded fluorescent probe based on the consensus V3 sequence of HIV-1 CCR5 tropic viruses, Locked Nucleic Acid (LNA) "clamps" at both ends of heteroduplex DNA, and denaturing gel electrophoresis using Mutation Detection Enhancement (MDE(®)) as matrix. The analysis demonstrated that the LNA "clamps" increased its melting temperature (T(m)) and the thermal stability of heteroduplex DNA. The partially denaturing gel used a defined concentration of formamide, and significantly induced mobility shifts of heteroduplex DNA that was dependent on the number and patterns of DNA mismatches and insertions/deletions. This new technique successfully detected tropisms of 53 HIV-1 V3 clones of known tropism, and was able to separate and detect multiple V3 DNA variants encoding tropisms for CCR5 or CXCR4 in a mixture. The assay had the sensitivity to detect 0.5% minority species. This method may be useful as a research tool for analysis of viral quasispecies and for genotypic prediction of HIV-1 tropism in clinical specimens.
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23
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Castro-Nallar E, Pérez-Losada M, Burton GF, Crandall KA. The evolution of HIV: inferences using phylogenetics. Mol Phylogenet Evol 2012; 62:777-92. [PMID: 22138161 PMCID: PMC3258026 DOI: 10.1016/j.ympev.2011.11.019] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2011] [Revised: 11/17/2011] [Accepted: 11/21/2011] [Indexed: 12/02/2022]
Abstract
Molecular phylogenetics has revolutionized the study of not only evolution but also disparate fields such as genomics, bioinformatics, epidemiology, ecology, microbiology, molecular biology and biochemistry. Particularly significant are its achievements in population genetics as a result of the development of coalescent theory, which have contributed to more accurate model-based parameter estimation and explicit hypothesis testing. The study of the evolution of many microorganisms, and HIV in particular, have benefited from these new methodologies. HIV is well suited for such sophisticated population analyses because of its large population sizes, short generation times, high substitution rates and relatively small genomes. All these factors make HIV an ideal and fascinating model to study molecular evolution in real time. Here we review the significant advances made in HIV evolution through the application of phylogenetic approaches. We first examine the relative roles of mutation and recombination on the molecular evolution of HIV and its adaptive response to drug therapy and tissue allocation. We then review some of the fundamental questions in HIV evolution in relation to its origin and diversification and describe some of the insights gained using phylogenies. Finally, we show how phylogenetic analysis has advanced our knowledge of HIV dynamics (i.e., phylodynamics).
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Affiliation(s)
- Eduardo Castro-Nallar
- Department of Biology, 401 Widtsoe Building, Brigham Young University, Provo, UT 84602-5181, USA.
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24
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Baatz F, Struck D, Lemaire M, De Landtsheer S, Servais JY, Arendt V, Schmit JC, Perez Bercoff D. Rescue of HIV-1 long-time archived X4 strains to escape maraviroc. Antiviral Res 2011; 92:488-92. [PMID: 22020304 DOI: 10.1016/j.antiviral.2011.10.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2011] [Revised: 10/03/2011] [Accepted: 10/04/2011] [Indexed: 10/16/2022]
Abstract
Entry of Human Immunodeficiency Virus type 1 (HIV-1) into target cells is mediated by the CD4 receptor and a coreceptor, CCR5 or CXCR4. Maraviroc interferes with HIV entry by binding the CCR5 coreceptor. Virological failure to maraviroc-containing regimens can occur through the emergence of resistance, or through tropism evolution and broadened coreceptor usage. In the latter case, the physiological relevance of minority strains is a major concern. Here we report a retrospective analysis of coreceptor-usage and evolution based on 454-ultra-deep-sequencing of plasma and Peripheral Blood Mononuclear Cell (PBMC)-derived envelope V3-loops, accounting for coreceptor usage, from a patient who failed a maraviroc-containing regimen through the emergence of X4 strains. The X4 maraviroc-escape variant resulted from recombination between a long time archived proviral sequence from 2003 (5'-portion, including the V3-loop) and the dominant R5 strains circulating in plasma at the time of maraviroc-treatment initiation (3'-portion). Phylogenetic analyses and BEAST modeling highlighted that an early diverse viral quasispecies underwent a severe bottleneck following reinitiation of HAART and repeated IL-2 cycles between 1999 and 2001, leading to the transient outgrowth and archiving of one highly homogeneous X4 population from plasma, and to the expansion in plasma of one PBMC-derived R5 strain. Under maraviroc selective pressure, the early, no longer detectable X4 strains archived in PBMC were partially rescued to provide X4-determinants to the main circulating strain.
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Affiliation(s)
- Franky Baatz
- Laboratory of Retrovirology, CRP-Santé, Luxembourg, Luxembourg.
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Combined antiretroviral therapy and immune pressure lead to in vivo HIV-1 recombination with ancestral viral genomes. J Acquir Immune Defic Syndr 2011; 57:109-17. [PMID: 21372727 DOI: 10.1097/qai.0b013e318215ab0a] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Studies on drug interruption have provided new insights on the adaptive evolution of rebounding HIV-1 during antiretroviral pressure. We investigated the origin of new viral variants after discontinuation of protease (PR) inhibitors as a treatment remained exclusively based on reverse transcriptase inhibitors, and whether drug susceptibility, viral fitness, and neutralizing antibodies could be major driving forces for the evolution of virus populations. METHODS The study comprised 3 treatment-experienced subjects. Phylogenetic analysis of the PR, reverse transcriptase, and the viral envelope were carried out to ascertain the origin of the new viral variants with samples obtained over a 10-year period before and after a PR inhibitor withdrawal. In addition, drug susceptibility, replication capacity, and neutralization assays were performed. RESULTS New viral variants from all 3 subjects were derived through recombination with ancestral quasispecies. Computerized recombination models confirmed these results. Recombination was demonstrated by increased replication capacity, decreased drug susceptibility, and neutralization of ancestral virus envelope by contemporaneous plasma samples. CONCLUSIONS These findings demonstrate the relevance of HIV-1 reservoirs in adaptive evolution throughout recombination in response to selective pressure, such as antiretroviral therapy and immune responses. This result might assist in the design of new treatment strategies for patients experiencing treatment failure.
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Intercompartmental recombination of HIV-1 contributes to env intrahost diversity and modulates viral tropism and sensitivity to entry inhibitors. J Virol 2011; 85:6024-37. [PMID: 21471230 DOI: 10.1128/jvi.00131-11] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
HIV-1 circulates within an infected host as a genetically heterogeneous viral population. Viral intrahost diversity is shaped by substitutional evolution and recombination. Although many studies have speculated that recombination could have a significant impact on viral phenotype, this has never been definitively demonstrated. We report here phylogenetic and subsequent phenotypic analyses of envelope genes obtained from HIV-1 populations present in different anatomical compartments. Assessment of env compartmentalization from immunologically discrete tissues was assessed utilizing a single genome amplification approach, minimizing in vitro-generated artifacts. Genetic compartmentalization of variants was frequently observed. In addition, multiple incidences of intercompartment recombination, presumably facilitated by low-level migration of virus or infected cells between different anatomic sites and coinfection of susceptible cells by genetically divergent strains, were identified. These analyses demonstrate that intercompartment recombination is a fundamental evolutionary mechanism that helps to shape HIV-1 env intrahost diversity in natural infection. Analysis of the phenotypic consequences of these recombination events showed that genetic compartmentalization often correlates with phenotypic compartmentalization and that intercompartment recombination results in phenotype modulation. This represents definitive proof that recombination can generate novel combinations of phenotypic traits which differ subtly from those of parental strains, an important phenomenon that may have an impact on antiviral therapy and contribute to HIV-1 persistence in vivo.
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