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Okafo G, Valdebenito S, Donoso M, Luu R, Ajasin D, Prideaux B, Gorantla S, Eugenin EA. Role of Tunneling Nanotube-like Structures during the Early Events of HIV Infection: Novel Features of Tissue Compartmentalization and Mechanism of HIV Spread. THE JOURNAL OF IMMUNOLOGY 2020; 205:2726-2741. [PMID: 33037140 DOI: 10.4049/jimmunol.2000803] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Accepted: 09/04/2020] [Indexed: 12/11/2022]
Abstract
HIV has become a chronic disease despite the effective use of antiretroviral therapy (ART). However, the mechanisms of tissue colonization, viral evolution, generation of viral reservoirs, and compartmentalization are still a matter of debate due to the challenges involved in examining early events of infection at the cellular and molecular level. Thus, there is still an urgent need to explore these areas to develop effective HIV cure strategies. In this study, we describe the early events of tissue colonization and compartmentalization as well as the role of tunneling nanotube-like structures during viral spread in the presence and absence of effective antiretroviral treatment. To examine these mechanisms, NOD/SCID IL-2 RG-/- humanized mice were either directly infected with HIVADA or with low numbers of HIVADA-infected leukocytes to limit tissue colonization in the presence and absence of TAK779, an effective CCR5 blocker of HIV entry. We identify that viral seeding in tissues occurs early in a tissue- and cell type-specific manner (24-72 h). Reduction in systemic HIV replication by TAK779 treatment did not affect tissue seeding or spreading, despite reduced systemic viral replication. Tissue-associated HIV-infected cells had different properties than cells in the circulation because the virus continues to spread in tissues in a tunneling nanotube-like structure-dependent manner, despite ART. Thus, understanding these mechanisms can provide new approaches to enhance the efficacy of existing ART and HIV infection cure strategies.
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Affiliation(s)
- George Okafo
- GO Pharma Consulting Ltd., Welwyn AL6 0QT, United Kingdom
| | - Silvana Valdebenito
- Department of Neuroscience, Cell Biology and Anatomy, University of Texas Medical Branch, Galveston, TX 77555; and
| | - Maribel Donoso
- Department of Neuroscience, Cell Biology and Anatomy, University of Texas Medical Branch, Galveston, TX 77555; and
| | - Ross Luu
- Department of Neuroscience, Cell Biology and Anatomy, University of Texas Medical Branch, Galveston, TX 77555; and
| | - David Ajasin
- Department of Neuroscience, Cell Biology and Anatomy, University of Texas Medical Branch, Galveston, TX 77555; and
| | - Brendan Prideaux
- Department of Neuroscience, Cell Biology and Anatomy, University of Texas Medical Branch, Galveston, TX 77555; and
| | - Santhi Gorantla
- Department of Pharmacology and Experimental Neuroscience, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198
| | - Eliseo A Eugenin
- Department of Neuroscience, Cell Biology and Anatomy, University of Texas Medical Branch, Galveston, TX 77555; and
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Many human RNA viruses show extraordinarily stringent selective constraints on protein evolution. Proc Natl Acad Sci U S A 2019; 116:19009-19018. [PMID: 31484772 DOI: 10.1073/pnas.1907626116] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
How negative selection, positive selection, and population size contribute to the large variation in nucleotide substitution rates among RNA viruses remains unclear. Here, we studied the ratios of nonsynonymous-to-synonymous substitution rates (d N/d S) in protein-coding genes of human RNA and DNA viruses and mammals. Among the 21 RNA viruses studied, 18 showed a genome-average d N/d S from 0.01 to 0.10, indicating that over 90% of nonsynonymous mutations are eliminated by negative selection. Only HIV-1 showed a d N/d S (0.31) higher than that (0.22) in mammalian genes. By comparing the d N/d S values among genes in the same genome and among species or strains, we found that both positive selection and population size play significant roles in the d N/d S variation among genes and species. Indeed, even in flaviviruses and picornaviruses, which showed the lowest ratios among the 21 species studied, positive selection appears to have contributed significantly to d N/d S We found the view that positive selection occurs much more frequently in influenza A subtype H3N2 than subtype H1N1 holds only for the hemagglutinin and neuraminidase genes, but not for other genes. Moreover, we found no support for the view that vector-borne RNA viruses have lower d N/d S ratios than non-vector-borne viruses. In addition, we found a correlation between d N and d S, implying a correlation between d N and the mutation rate. Interestingly, only 2 of the 8 DNA viruses studied showed a d N/d S < 0.10, while 4 showed a d N/d S > 0.22. These observations increase our understanding of the mechanisms of RNA virus evolution.
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Abstract
Impressive advances have been made in the treatment and management of HIV-1 infected individuals. Combination antiretroviral therapy (cART) has turned HIV-1 infection from an almost invariable deadly infectious disease, to a lifelong manageable infectious disease. However, a cure or vaccine has not been forthcoming. A major problem in HIV-1 infection is the persistent and latently infected cellular and tissue reservoirs. One of these reservoirs is the Gut Associated Lymphoid tissue (GALT), which has been the research focus of our group. Our group and others have shown that HIV-1 evolves differently in different parts of the gastro intestinal tract, which also appears to affect the development of antiretroviral drug resistance. The GALT is not the only reservoir. HIV-1 continues to persist and evolve in various other cell and tissue reservoirs despite intense and apparent successful antiretroviral therapy. Moreover, drug resistance mutations remain prevalent under therapy and successful viral suppression. In addition to finding a vaccine, the research on combating and eradicating the HIV-1 viral reservoirs has also been an important focus of HIV-1 cure strategies. We will discuss some of the research findings on reservoirs in the context of some of the HIV-1 cure approaches.
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Affiliation(s)
- Guido van Marle
- a Department of Microbiology Immunology and Infectious Diseases, Cumming School of Medicine , University of Calgary , Calgary , Canada
| | - Deirdre L Church
- b Department of Medicine, Cumming School of Medicine , University of Calgary , Calgary , Canada.,c Department of Pathology and Laboratory Medicine, Cumming School of Medicine , University of Calgary , Calgary , Canada
| | - Frank van der Meer
- d Faculty of Veterinary Medicine, Department of Ecosystem and Public Health , University of Calgary , Calgary , Canada
| | - M John Gill
- a Department of Microbiology Immunology and Infectious Diseases, Cumming School of Medicine , University of Calgary , Calgary , Canada.,b Department of Medicine, Cumming School of Medicine , University of Calgary , Calgary , Canada
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Spielman SJ, Dawson ET, Wilke CO. Limited utility of residue masking for positive-selection inference. Mol Biol Evol 2014; 31:2496-500. [PMID: 24899665 DOI: 10.1093/molbev/msu183] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Errors in multiple sequence alignments (MSAs) can reduce accuracy in positive-selection inference. Therefore, it has been suggested to filter MSAs before conducting further analyses. One widely used filter, Guidance, allows users to remove MSA positions aligned with low confidence. However, Guidance's utility in positive-selection inference has been disputed in the literature. We have conducted an extensive simulation-based study to characterize fully how Guidance impacts positive-selection inference, specifically for protein-coding sequences of realistic divergence levels. We also investigated whether novel scoring algorithms, which phylogenetically corrected confidence scores, and a new gap-penalization score-normalization scheme improved Guidance's performance. We found that no filter, including original Guidance, consistently benefitted positive-selection inferences. Moreover, all improvements detected were exceedingly minimal, and in certain circumstances, Guidance-based filters worsened inferences.
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Affiliation(s)
- Stephanie J Spielman
- Department of Integrative Biology, Center for Computational Biology and Bioinformatics, and Institute of Cellular and Molecular Biology, The University of Texas at Austin
| | - Eric T Dawson
- Department of Integrative Biology, Center for Computational Biology and Bioinformatics, and Institute of Cellular and Molecular Biology, The University of Texas at Austin
| | - Claus O Wilke
- Department of Integrative Biology, Center for Computational Biology and Bioinformatics, and Institute of Cellular and Molecular Biology, The University of Texas at Austin
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Horiike M, Iwami S, Kodama M, Sato A, Watanabe Y, Yasui M, Ishida Y, Kobayashi T, Miura T, Igarashi T. Lymph nodes harbor viral reservoirs that cause rebound of plasma viremia in SIV-infected macaques upon cessation of combined antiretroviral therapy. Virology 2011; 423:107-18. [PMID: 22196013 DOI: 10.1016/j.virol.2011.11.024] [Citation(s) in RCA: 94] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2011] [Revised: 11/06/2011] [Accepted: 11/29/2011] [Indexed: 12/16/2022]
Abstract
Attempts to find a cure for HIV infection are hindered by the presence of viral reservoirs that resist highly active antiretroviral therapy. To identify the properties of these reservoirs, four SIV239-infected Rhesus macaques were treated with combined antiretroviral therapy (cART) for 1 year. While plasma viral RNA (vRNA) was effectively suppressed, a systemic analysis revealed that vRNA was distributed in the following order: lymphatic tissues>lungs and intestine>other tissues. Histochemistry yielded no cells with viral signals. To increase the chance of detection, two additional SIV-infected animals were treated and analyzed on Day 10 after the cessation of cART. These animals exhibited similar vRNA distribution patterns to the former animals, and immunohistochemistry revealed Nef-positive T lymphocytes predominantly in the follicles of mesenteric lymph nodes (MLNs). These data suggest that lymphatic tissues, including MLNs, contain major cellular reservoirs that cause rebound of plasma viremia upon cessation of therapy.
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Affiliation(s)
- Mariko Horiike
- Laboratory of Primate Model, Experimental Research Center for Infectious Diseases, Institute for Virus Research, Kyoto University, Kyoto 606-8507, Japan
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Boonchawalit S, Jullaksorn D, Uttiyoung J, Yowang A, Krathong N, Chautrakul S, Yamashita A, Ikuta K, Roobsoong A, Kanitvittaya S, Sawanpanyalert P, Kameoka M. Molecular evolution of HIV-1 CRF01_AE Env in Thai patients. PLoS One 2011; 6:e27098. [PMID: 22073263 PMCID: PMC3206936 DOI: 10.1371/journal.pone.0027098] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2011] [Accepted: 10/10/2011] [Indexed: 12/03/2022] Open
Abstract
Background The envelope glycoproteins (Env), gp120 and gp41, are the most variable proteins of human immunodeficiency virus type 1 (HIV-1), and are the major targets of humoral immune responses against HIV-1. A circulating recombinant form of HIV-1, CRF01_AE, is prevalent throughout Southeast Asia; however, only limited information regarding the immunological characteristics of CRF01_AE Env is currently available. In this study, we attempted to examine the evolutionary pattern of CRF01_AE Env under the selection pressure of host immune responses. Methodology/Principal Findings Peripheral blood samples were collected periodically over 3 years from 15 HIV-1-infected individuals residing in northern Thailand, and amplified env genes from the samples were subjected to computational analysis. The V5 region of gp120 showed highest variability in several samples over 3 years, whereas the V1/V2 and/or V4 regions of gp120 also showed high variability in many samples. In addition, the N-terminal part of the C3 region of gp120 showed highest amino acid diversity among the conserved regions of gp120. Chronological changes in the numbers of amino acid residues in gp120 variable regions and potential N-linked glycosylation (PNLG) sites are involved in increasing the variability of Env gp120. Furthermore, the C3 region contained several amino acid residues potentially under positive selection, and APOBEC3 family protein-mediated G to A mutations were frequently detected in such residues. Conclusions/Significance Several factors, including amino acid substitutions particularly in gp120 C3 and V5 regions as well as changes in the number of PNLG sites and in the length of gp120 variable regions, were revealed to be involved in the molecular evolution of CRF01_AE Env. In addition, a similar tendency was observed between CRF01_AE and subtype C Env with regard to the amino acid variation of gp120 V3 and C3 regions. These results may provide important information for understanding the immunological characteristics of CRF01_AE Env.
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Affiliation(s)
- Samatchaya Boonchawalit
- Thailand-Japan Research Collaboration Center on Emerging and Re-emerging Infections (RCC-ERI), Nonthaburi, Thailand
| | - Duangrat Jullaksorn
- National Institute of Health, Department of Medical Sciences (DMSc), Ministry of Public Health (MOPH), Nonthaburi, Thailand
| | - Jiraporn Uttiyoung
- Regional Medical Science Center Chiangrai, DMSc, MOPH, Chiangrai, Thailand
| | - Amara Yowang
- Regional Medical Science Center Chiangrai, DMSc, MOPH, Chiangrai, Thailand
| | | | | | | | - Kazuyoshi Ikuta
- Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
| | | | | | - Pathom Sawanpanyalert
- National Institute of Health, Department of Medical Sciences (DMSc), Ministry of Public Health (MOPH), Nonthaburi, Thailand
| | - Masanori Kameoka
- Thailand-Japan Research Collaboration Center on Emerging and Re-emerging Infections (RCC-ERI), Nonthaburi, Thailand
- Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
- * E-mail:
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Shanmugasundaram U, Solomon S, Madhavan V, Kailapuri MG, Nagalingeswaran K, Solomon SS, Mayer KH, Pachamuthu B. Analysis of selection pressure and mutational pattern of HIV type 1 reverse transcriptase region among treated and nontreated patients. AIDS Res Hum Retroviruses 2010; 26:1093-6. [PMID: 20849301 DOI: 10.1089/aid.2009.0300] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Variation of the HIV-1 subtype C reverse transcriptase region (RT) resulting in response to the selective pressures of drug therapy remains poorly characterized. Here, we compared the genetic variation resulting in the presence and absence of antiretroviral drug selective pressures on HIV-1 subtype C RT among nontreated and treated patients. The nucleotide variability, nonsynonymous and synonymous ratio, and the positively selected mutations were determined by comparing the RT sequences isolated at two time points among nontreated (baseline and follow-up) and treated patients (baseline and treatment failure). Compared to the nontreated patients, the intrapatient nucleotide variability, the number of nonsynonymous and synonymous substitutions was significantly higher among the treated patients. Among the mutations positively selected, the frequency of D121Y, I135R, and Q207E increased and the frequency of mutation S48T decreased significantly during treatment failure. Further studies are essential to discover the role of these mutations during treatment in HIV-1 subtype C.
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Affiliation(s)
- Uma Shanmugasundaram
- YRG Centre for AIDS Research and Education (YRG CARE), Voluntary Health Services Hospital Campus, Taramani, Chennai, India
| | - Suniti Solomon
- YRG Centre for AIDS Research and Education (YRG CARE), Voluntary Health Services Hospital Campus, Taramani, Chennai, India
| | - Vidya Madhavan
- YRG Centre for AIDS Research and Education (YRG CARE), Voluntary Health Services Hospital Campus, Taramani, Chennai, India
| | - Murugavel G. Kailapuri
- YRG Centre for AIDS Research and Education (YRG CARE), Voluntary Health Services Hospital Campus, Taramani, Chennai, India
| | - Kumarasamy Nagalingeswaran
- YRG Centre for AIDS Research and Education (YRG CARE), Voluntary Health Services Hospital Campus, Taramani, Chennai, India
| | - Sunil Suhas Solomon
- YRG Centre for AIDS Research and Education (YRG CARE), Voluntary Health Services Hospital Campus, Taramani, Chennai, India
| | - Kenneth H. Mayer
- Warren Alpert School of Medicine, Brown University/Miriam Hospital, Providence, Rhode Island
| | - Balakrishnan Pachamuthu
- YRG Centre for AIDS Research and Education (YRG CARE), Voluntary Health Services Hospital Campus, Taramani, Chennai, India
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van Marle G, Church DL, Nunweiler KD, Cannon K, Wainberg MA, Gill MJ. Higher levels of Zidovudine resistant HIV in the colon compared to blood and other gastrointestinal compartments in HIV infection. Retrovirology 2010; 7:74. [PMID: 20836880 PMCID: PMC2949729 DOI: 10.1186/1742-4690-7-74] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2010] [Accepted: 09/13/2010] [Indexed: 12/11/2022] Open
Abstract
Background The gut-associated lymphoid tissue (GALT) is the largest lymphoid organ infected by human immunodeficiency virus type 1 (HIV-1). It serves as a viral reservoir and host-pathogen interface in infection. This study examined whether different parts of the gut and peripheral blood lymphocytes (PBL) contain different drug-resistant HIV-1 variants. Methods Gut biopsies (esophagus, stomach, duodenum and colon) and PBL were obtained from 8 HIV-1 infected preHAART (highly active antiretroviral therapy) patients at three visits over 18 months. Patients received AZT, ddI or combinations of AZT/ddI. HIV-1 Reverse transcriptase (RT)-coding sequences were amplified from viral DNA obtained from gut tissues and PBL, using nested PCR. The PCR fragments were cloned and sequenced. The resulting sequences were subjected to phylogenetic analyses, and antiretroviral drug mutations were identified. Results Phylogenetic and drug mutation analyses revealed differential distribution of drug resistant mutations in the gut within patients. The level of drug-resistance conferred by the RT sequences was significantly different between different gut tissues and PBL, and varied with antiretroviral therapy. The sequences conferring the highest level of drug-resistance to AZT were found in the colon. Conclusion This study confirms that different drug-resistant HIV-1 variants are present in different gut tissues, and it is the first report to document that particular gut tissues may select for drug resistant HIV-1 variants.
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Affiliation(s)
- Guido van Marle
- Department of Microbiology and Infectious Diseases, University of Calgary, Calgary, Alberta, Canada.
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Saksena NK, Wang B, Zhou L, Soedjono M, Ho YS, Conceicao V. HIV reservoirs in vivo and new strategies for possible eradication of HIV from the reservoir sites. HIV AIDS (Auckl) 2010; 2:103-22. [PMID: 22096389 PMCID: PMC3218690 DOI: 10.2147/hiv.s6882] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Even though the treatment of human immunodeficiency virus (HIV)-infected individuals with highly active antiretroviral therapy (HAART) provides a complete control of plasma viremia to below detectable levels (<40 copies/mL plasma), there is an unequal distribution of all antiretroviral drugs across diverse cellular and anatomic compartments in vivo. The main consequence of this is the acquisition of resistance by HIV to all known classes of currently prescribed antiretroviral drugs and the establishment of HIV reservoirs in vivo. HIV has a distinct advantage of surviving in the host via both pre-and postintegration latency. The postintegration latency is caused by inert and metabolically inactive provirus, which cannot be accessed either by the immune system or the therapeutics. This integrated provirus provides HIV with a safe haven in the host where it is incessantly challenged by its immune selection pressure and also by HAART. Thus, the provirus is one of the strategies for viral concealment in the host and the provirus can be rekindled, through unknown stimuli, to create progeny for productive infection of the host. Thus, the reservoir establishment remains the biggest impediment to HIV eradication from the host. This review provides an overview of HIV reservoir sites and discusses both the virtues and problems associated with therapies/strategies targeting these reservoir sites in vivo.
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Affiliation(s)
- Nitin K Saksena
- Retroviral Genetics Division, Center for Virus Research, Westmead Millennium Institute, The University of Sydney, Westmead, NSW, Sydney, Australia
| | - Bin Wang
- Retroviral Genetics Division, Center for Virus Research, Westmead Millennium Institute, The University of Sydney, Westmead, NSW, Sydney, Australia
| | - Li Zhou
- Retroviral Genetics Division, Center for Virus Research, Westmead Millennium Institute, The University of Sydney, Westmead, NSW, Sydney, Australia
| | - Maly Soedjono
- Retroviral Genetics Division, Center for Virus Research, Westmead Millennium Institute, The University of Sydney, Westmead, NSW, Sydney, Australia
| | - Yung Shwen Ho
- Retroviral Genetics Division, Center for Virus Research, Westmead Millennium Institute, The University of Sydney, Westmead, NSW, Sydney, Australia
| | - Viviane Conceicao
- Retroviral Genetics Division, Center for Virus Research, Westmead Millennium Institute, The University of Sydney, Westmead, NSW, Sydney, Australia
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Abstract
BACKGROUND Current public health efforts often use molecular technologies to identify and contain communicable disease networks, but not for HIV. Here, we investigate how molecular epidemiology can be used to identify highly related HIV networks within a population and how voluntary contact tracing of sexual partners can be used to selectively target these networks. METHODS We evaluated the use of HIV-1 pol sequences obtained from participants of a community-recruited cohort (n = 268) and a primary infection research cohort (n = 369) to define highly related transmission clusters and the use of contact tracing to link other individuals (n = 36) within these clusters. The presence of transmitted drug resistance was interpreted from the pol sequences (Calibrated Population Resistance v3.0). RESULTS Phylogenetic clustering was conservatively defined when the genetic distance between any two pol sequences was less than 1%, which identified 34 distinct transmission clusters within the combined community-recruited and primary infection research cohorts containing 160 individuals. Although sequences from the epidemiologically linked partners represented approximately 5% of the total sequences, they clustered with 60% of the sequences that clustered from the combined cohorts (odds ratio 21.7; P < or = 0.01). Major resistance to at least one class of antiretroviral medication was found in 19% of clustering sequences. CONCLUSION Phylogenetic methods can be used to identify individuals who are within highly related transmission groups, and contact tracing of epidemiologically linked partners of recently infected individuals can be used to link into previously defined transmission groups. These methods could be used to implement selectively targeted prevention interventions.
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Abstract
Evolutionary pressures on proteins are often quantified by the ratio of substitution rates at non-synonymous and synonymous sites. The dN/dS ratio was originally developed for application to distantly diverged sequences, the differences among which represent substitutions that have fixed along independent lineages. Nevertheless, the dN/dS measure is often applied to sequences sampled from a single population, the differences among which represent segregating polymorphisms. Here, we study the expected dN/dS ratio for samples drawn from a single population under selection, and we find that in this context, dN/dS is relatively insensitive to the selection coefficient. Moreover, the hallmark signature of positive selection over divergent lineages, dN/dS>1, is violated within a population. For population samples, the relationship between selection and dN/dS does not follow a monotonic function, and so it may be impossible to infer selection pressures from dN/dS. These results have significant implications for the interpretation of dN/dS measurements among population-genetic samples.
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Affiliation(s)
- Sergey Kryazhimskiy
- Biology Department, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Joshua B. Plotkin
- Biology Department, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Program in Applied Mathematics and Computational Science, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- * E-mail:
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12
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Compartmentalization of the gut viral reservoir in HIV-1 infected patients. Retrovirology 2007; 4:87. [PMID: 18053211 PMCID: PMC2217557 DOI: 10.1186/1742-4690-4-87] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2007] [Accepted: 12/04/2007] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Recently there has been an increasing interest and appreciation for the gut as both a viral reservoir as well as an important host-pathogen interface in human immunodefiency virus type 1 (HIV-1) infection. The gut associated lymphoid tissue (GALT) is the largest lymphoid organ infected by HIV-1. In this study we examined if different HIV-1 quasispecies are found in different parts of the gut of HIV-1 infected individuals. RESULTS Gut biopsies (esophagus, stomach, duodenum and colorectum) were obtained from eight HIV-1 infected preHAART (highly active antiretroviral therapy) patients. HIV-1 Nef and Reverse transcriptase (RT) encoding sequences were obtained through nested PCR amplification from DNA isolated from the gut biopsy tissues. The PCR fragments were cloned and sequenced. The resulting sequences were subjected to various phylogenetic analyses. Expression of the nef gene and viral RNA in the different gut tissues was determined using real-time RT-PCR. Phylogenetic analysis of the Nef protein-encoding region revealed compartmentalization of viral replication in the gut within patients. Viral diversity in both the Nef and RT encoding region varied in different parts of the gut. Moreover, increased nef gene expression (p < 0.05) and higher levels of viral genome were observed in the colorectum (p < 0.05). These differences could reflect an adaptation of HIV-1 to the various tissues. CONCLUSION Our results indicated that different HIV-1 quasispecies populate different parts of the gut, and that viral replication in the gut is compartmentalized. These observations underscore the importance of the gut as a host-pathogen interface in HIV-1 infection.
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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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Kissel JD, Held DM, Hardy RW, Burke DH. Single-stranded DNA aptamer RT1t49 inhibits RT polymerase and RNase H functions of HIV type 1, HIV type 2, and SIVCPZ RTs. AIDS Res Hum Retroviruses 2007; 23:699-708. [PMID: 17530996 DOI: 10.1089/aid.2006.0262] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Natural and selected resistance of HIV-1 to current anti-HIV drugs continues to pose serious problems to the development of HIV-1 antivirals. The viral reverse transcriptase (RT) is a proven therapeutic target. Single-stranded RNA and DNA (ssRNA and ssDNA) aptamers have been selected that specifically and potently inhibit RT function. In particular, the ssDNA aptamer RT1t49 was previously selected to recognize the RT from a subtype B strain of HIV-1 and binds with a reported K(d) of 4 nM. In the present work, we show that RT1t49 inhibits recombinant RT cloned from diverse branches of the primate lentiviral family. Aptamer concentrations required for half-maximal inhibition of all HIV-1, HIV-2, and SIV(CPZ) RTs assayed were in the low-to mid-nanomolar range for both polymerase and RNase H activities. Using pre-steady-state and order-of-addition kinetic analyses, we also established that this ssDNA aptamer competes with primer-template for access to RT, and that addition of a nucleoside analog RT inhibitor (NRTI) to the in vitro reaction enhanced the overall effectiveness of both drugs, while nonnucleoside analog RT inhibitors (NNRTIs) exhibited simple additivity. This is the first demonstration of universal inhibition of HIV and SIV(cpz) RTs by a nucleic acid aptamer and supports previous reports suggesting that resistance to RT1t49 may be exceptionally infrequent.
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Affiliation(s)
- Jay D Kissel
- Department of Biology, Indiana University, Bloomington, Indiana 47405, USA
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15
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Abstract
Background The rate of evolution varies spatially along genomes and temporally in time. The presence of evolutionary rate variation is an informative signal that often marks functional regions of genomes and historical selection events. There exist many tests for temporal rate variation, or heterotachy, that start by partitioning sampled sequences into two or more groups and testing rate homogeneity among the groups. I develop a Bayesian method to infer phylogenetic trees with a divergence point, or dramatic temporal shifts in selection pressure that affect many nucleotide sites simultaneously, located at an unknown position in the tree. Results Simulation demonstrates that the method is most able to detect divergence points when rate variation and the number of affected sites is high, but not beyond biologically relevant values. The method is applied to two viral data sets. A divergence point is identified separating the B and C subtypes, two genetically distinct variants of HIV that have spread into different human populations with the AIDS epidemic. In contrast, no strong signal of temporal rate variation is found in a sample of F and H genotypes, two genetic variants of HBV that have likely evolved with humans during their immigration and expansion into the Americas. Conclusion Temporal shifts in evolutionary rate of sufficient magnitude are detectable in the history of sampled sequences. The ability to detect such divergence points without the need to specify a prior hypothesis about the location or timing of the divergence point should help scientists identify historically important selection events and decipher mechanisms of evolution.
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Affiliation(s)
- Karin S Dorman
- Department of Statistics, and the Program in Bioinformatics and Computational Biology, Iowa State University, Ames, IA, USA.
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16
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Okabayashi T, Kitazoe Y, Kishino H, Watabe T, Nakajima N, Okuhara Y, O'Loughlin S, Walton C. Core set approach to reduce uncertainty of gene trees. BMC Evol Biol 2006; 6:41. [PMID: 16712735 PMCID: PMC1508163 DOI: 10.1186/1471-2148-6-41] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2006] [Accepted: 05/20/2006] [Indexed: 11/18/2022] Open
Abstract
Background A genealogy based on gene sequences within a species plays an essential role in the estimation of the character, structure, and evolutionary history of that species. Because intraspecific sequences are more closely related than interspecific ones, detailed information on the evolutionary process may be available by determining all the node sequences of trees and provide insight into functional constraints and adaptations. However, strong evolutionary correlations on a few lineages make this determination difficult as a whole, and the maximum parsimony (MP) method frequently allows a number of topologies with a same total branching length. Results Kitazoe et al. developed multidimensional vector-space representation of phylogeny. It converts additivity of evolutionary distances to orthogonality among the vectors expressing branches, and provides a unified index to measure deviations from the orthogoality. In this paper, this index is used to detect and exclude sequences with large deviations from orthogonality, and then selects a maximum subset ("core set") of sequences for which MP generates a single solution. Once the core set tree is formed whose all the node sequences are given, the excluded sequences are found to have basically two phylogenetic positions on this tree, respectively. Fortunately, since multiple substitutions are rare in intra-species sequences, the variance of nucleotide transitions is confined to a small range. By applying the core set approach to 38 partial env sequences of HIV-1 in a single patient and also 198 mitochondrial COI and COII DNA sequences of Anopheles dirus, we demonstrate how consistently this approach constructs the tree. Conclusion In the HIV dataset, we confirmed that the obtained core set tree is the unique maximum set for which MP proposes a single tree. In the mosquito data set, the fluctuation of nucleotide transitions caused by the sequences excluded from the core set was very small. We reproduced this core-set tree by simulation based on random process, and applied our approach to many sets of the obtained endpoint sequences. Consequently, the ninety percent of the endpoint sequences was identified as the core sets and the obtained node sequences were perfectly identical to the true ones.
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Affiliation(s)
- Takahisa Okabayashi
- Center of Medical Information Science, Kochi Medical School, Kochi University, Okoho-cho, Nankoku, Kochi 783-8505, Japan
| | - Yasuhiro Kitazoe
- Center of Medical Information Science, Kochi Medical School, Kochi University, Okoho-cho, Nankoku, Kochi 783-8505, Japan
| | - Hirohisa Kishino
- Graduate School of Agriculture and Life Sciences, University of Tokyo, Yayoi, Bunkyo, Tokyo, 113-8657, Japan
| | - Teruaki Watabe
- Center of Medical Information Science, Kochi Medical School, Kochi University, Okoho-cho, Nankoku, Kochi 783-8505, Japan
| | - Noriaki Nakajima
- Center of Medical Information Science, Kochi Medical School, Kochi University, Okoho-cho, Nankoku, Kochi 783-8505, Japan
| | - Yoshiyasu Okuhara
- Center of Medical Information Science, Kochi Medical School, Kochi University, Okoho-cho, Nankoku, Kochi 783-8505, Japan
| | | | - Catherine Walton
- Faculty of Life Sciences, University of Manchester, Manchester, M13 9PT, UK
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17
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Noel RJ, Marrero-Otero Z, Kumar R, Chompre-González GS, Verma AS, Kumar A. Correlation between SIV Tat evolution and AIDS progression in cerebrospinal fluid of morphine-dependent and control macaques infected with SIV and SHIV. Virology 2006; 349:440-52. [PMID: 16643974 DOI: 10.1016/j.virol.2006.03.032] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2005] [Revised: 02/21/2006] [Accepted: 03/18/2006] [Indexed: 01/22/2023]
Abstract
Morphine abuse has been associated with higher virus replication and accelerated disease progression in a non-human primate model of AIDS. In our previous report, we have shown that 50% of morphine-addicted macaques progress rapidly and that 2/3 of the rapid progressors exhibit severe neuropathogenesis. In this report, we examined the sequence evolution of the SIV Tat protein, known to participate in AIDS neuropathology, in the cerebrospinal fluid (CSF) of morphine-dependent and control macaques over the first 20 weeks of infection. The CSF SIV Tat evolution was found to be inversely related with disease progression, and the highly neuropathogenic inoculum clone sequence was the prevalent CSF form in rapid progressors. Divergence from the inoculum clone was significantly greater in both morphine-dependent normal progressors and control macaques than in the morphine-dependent rapid progressors. Furthermore, we also found evidence of a trend that morphine alters the type of mutation, resulting in an enhanced ratio of transitions to transversions (Ts:Tv). Rapid disease exacerbates this trend and appears to influence the distribution of nonsynonymous changes in the first exon of SIV tat, with a clear majority of mutations occurring in the C-terminal half of the protein where the known functionally important domains reside. Thus, morphine abuse may change the nature and extent of mutations that drive viral evolution.
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Affiliation(s)
- Richard J Noel
- AIDS Research Program, Ponce School of Medicine, Ponce, PR 00732, USA; Department of Biochemistry, Ponce School of Medicine, Ponce, PR 00732.
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18
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Potter SJ, Lemey P, Dyer WB, Sullivan JS, Chew CB, Vandamme AM, Dwyer DE, Saksena NK. Genetic analyses reveal structured HIV-1 populations in serially sampled T lymphocytes of patients receiving HAART. Virology 2006; 348:35-46. [PMID: 16455126 DOI: 10.1016/j.virol.2005.12.031] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2005] [Revised: 10/12/2005] [Accepted: 12/22/2005] [Indexed: 11/29/2022]
Abstract
HIV-1 infection and compartmentalization in diverse leukocyte targets significantly contribute to viral persistence during suppressive highly active antiretroviral therapy (HAART). Longitudinal analyses were performed on envelope sequences of HIV-1 populations from plasma, CD4+ and CD8+ T lymphocytes in 14 patients receiving HAART and 1 therapy-naive individual. Phylogenetic reconstructions and analysis of molecular variance revealed that HIV-1 populations in CD4+ and CD8+ T cells remained compartmentalized over time in most individuals. Analyses of viral genetic variation demonstrated that, despite compartmentalization remaining over time, viral subpopulations tended not to persist and evolve but instead broke down and became reconstituted by new founder viruses. Due to the profound impact of HAART on viral evolution, it was difficult to discern whether these dynamics were ongoing during treatment or predominantly established prior to the commencement of therapy. The genetic structure and viral founder effects observed in serially sampled T lymphocyte populations supported a scenario of metapopulation dynamics in the tissue(s) where different leukocytes become infected, a factor likely to contribute to the highly variable way that drug resistance evolves in different individuals during HAART.
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Affiliation(s)
- Simon J Potter
- Retroviral Genetics Laboratory, Center for Virus Research, Westmead Millennium Institute, Westmead Hospital, The University of Sydney, Darcy Road, Westmead, Sydney NSW 2145, Australia
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19
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Watabe T, Kishino H, Okuhara Y, Kitazoe Y. Fold recognition of the human immunodeficiency virus type 1 V3 loop and flexibility of its crown structure during the course of adaptation to a host. Genetics 2005; 172:1385-96. [PMID: 16361230 PMCID: PMC1456290 DOI: 10.1534/genetics.105.051508] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The third hypervariable (V3) region of the HIV-1 gp120 protein is responsible for many aspects of viral infectivity. The tertiary structure of the V3 loop seems to influence the coreceptor usage of the virus, which is an important determinant of HIV pathogenesis. Hence, the information about preferred conformations of the V3-loop region and its flexibility could be a crucial tool for understanding the mechanisms of progression from an initial infection to AIDS. Taking into account the uncertainty of the loop structure, we predicted the structural flexibility, diversity, and sequence fitness to the V3-loop structure for each of the sequences serially sampled during an asymptomatic period. Structural diversity correlated with sequence diversity. The predicted crown structure usage implied that structural flexibility depended on the patient and that the antigenic character of the virus might be almost uniform in a patient whose immune system is strong. Furthermore, the predicted structural ensemble suggested that toward the end of the asymptomatic period there was a change in the V3-loop structure or in the environment surrounding the V3 loop, possibly because of its proximity to the gp120 core.
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Affiliation(s)
- Teruaki Watabe
- Center of Medical Information Science, Kochi University, Japan.
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20
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Frost SDW, Wrin T, Smith DM, Kosakovsky Pond SL, Liu Y, Paxinos E, Chappey C, Galovich J, Beauchaine J, Petropoulos CJ, Little SJ, Richman DD. Neutralizing antibody responses drive the evolution of human immunodeficiency virus type 1 envelope during recent HIV infection. Proc Natl Acad Sci U S A 2005; 102:18514-9. [PMID: 16339909 PMCID: PMC1310509 DOI: 10.1073/pnas.0504658102] [Citation(s) in RCA: 271] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
HIV type 1 (HIV-1) can rapidly escape from neutralizing antibody responses. The genetic basis of this escape in vivo is poorly understood. We compared the pattern of evolution of the HIV-1 env gene between individuals with recent HIV infection whose virus exhibited either a low or a high rate of escape from neutralizing antibody responses. We demonstrate that the rate of viral escape at a phenotypic level is highly variable among individuals, and is strongly correlated with the rate of amino acid substitutions. We show that dramatic escape from neutralizing antibodies can occur in the relative absence of changes in glycosylation or insertions and deletions ("indels") in the envelope; conversely, changes in glycosylation and indels occur even in the absence of neutralizing antibody responses. Comparison of our data with the predictions of a mathematical model support a mechanism in which escape from neutralizing antibodies occurs via many amino acid substitutions, with low cross-neutralization between closely related viral strains. Our results suggest that autologous neutralizing antibody responses may play a pivotal role in the diversification of HIV-1 envelope during the early stages of infection.
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Affiliation(s)
- Simon D W Frost
- Department of Pathology, University of California at San Diego, La Jolla, CA 92093-0679, USA.
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21
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van Marle G, Power C. Human immunodeficiency virus type 1 genetic diversity in the nervous system: evolutionary epiphenomenon or disease determinant? J Neurovirol 2005; 11:107-28. [PMID: 16036790 DOI: 10.1080/13550280590922838] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Over the past decade there has been a revolution in the understanding and care of human immunodeficiency virus/acquired immunodeficiency syndrome (HIV/AIDS)-associated disease. Much of this progress stems from a broader recognition of the importance of differences in viral types, including receptor preference(s), replication properties, and reservoirs, as contributing factors to immunosuppresion and disease progression. In contrast, there is limited conceptualizatin of viral diversity and turnover in the brain and circulation in relation to neurocognitive impairments. Herein, the authors review current concepts regarding viral molecular diversity and phenotypes together with features of HIV-1 neuroinvasion, neurotropism, neurovirulence and neurosusceptiblity. Viral genetic and antigenic diversity is reduced within the brain compared to blood or other systemic organs within individuals. Conversely, viral molecular heterogeneity is greater in patients with HIV-associated dementia compared to nondemented patients, depending on the viral gene examined. Individual viral proteins exert multiple neuropathogenic effects, although the neurological consequences of different viral polymorphisms remain uncertain. Nonetheless, host genetic polymorphisms clearly influence neurological disease outcomes and likely dictate both acquired and innate immune responses, which in turn shape viral evolution within the host. Emerging issues include widespread antiretroviral therapy resistance and increasing awareness of viral superinfections together with viral recombination, all of which are likely to impact on both HIV genetic variation and neuropathogenesis. With the persisting prevalence of HIV-induced neurocognitive disabilities, despite marked improvements in managing immunosuppression, it remains imperative to fully define and understand the mechanisms by which viral dynamics and diversity contribute to neurological disease, permitting the development of new therapeutic strategies.
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Affiliation(s)
- Guido van Marle
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
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22
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Lorenzo E, Colon MC, Almodovar S, Maldonado IM, Gonzalez S, Costa SE, Hill MD, Mendoza R, Sepulveda G, Yanagihara R, Nerurkar V, Kumar R, Yamamura Y, Scott WA, Kumar A. Influence of CD4+ T cell counts on viral evolution in HIV-infected individuals undergoing suppressive HAART. Virology 2005; 330:116-26. [PMID: 15527839 DOI: 10.1016/j.virol.2004.09.015] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2004] [Revised: 08/06/2004] [Accepted: 09/03/2004] [Indexed: 11/16/2022]
Abstract
We analyzed the viral C2-V4 envelope diversity, glycosylation patterns, and dS/dN ratios of plasma HIV-1 in an attempt to better understand the complex interaction between viral quasispecies and the host-selective pressures pre- and post-HAART. Phylogenetic analysis of the envelope gene of five patients revealed monophyletic clustering in patients with higher CD4+ T cell counts and sequence intermingling in those with lower CD4+ T cells in relation to the stage of HAART. Our analyses also showed clear shifts in N-linked glycosylation patterns in patients with higher CD4+ T cells, suggesting possible distinct immunological pressures pre- and post-HAART. The relative preponderance of synonymous/nonsynonymous changes in the envelope region suggested a positive selection in patients with higher CD4+ T cells, whereas lack of evidence for positive selection was found in the patients with lower CD4+ T cells. An exception to the last analysis occurred in the only patient who reached complete viral suppression, maybe due to drug pressure exerted over the pol gene that may obscure the immune pressure/selection at the envelope in this analysis. All these indications may suggest that even when HAART generates viral suppression, quasispecies evolve in the envelope gene probably resulting from host-selective pressure.
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Affiliation(s)
- Eric Lorenzo
- AIDS Research Program, Ponce School of Medicine, Ponce 00732, Puerto Rico.
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23
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Bagnarelli P, Vecchi M, Burighel N, Bellanova D, Menzo S, Clementi M, De Rossi A. Genotypic and phenotypic correlates of the HIV Type 1 env gene evolution in infected children with discordant response to antiretroviral therapy. AIDS Res Hum Retroviruses 2004; 20:1306-13. [PMID: 15650423 DOI: 10.1089/aid.2004.20.1306] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The genotypic-phenotypic correlates of human immunodeficiency virus type 1 (HIV-1) env gene evolution were investigated in samples from eight infected children under antiretroviral therapy (ART) and virological failure. Evolution of the gp120 C2-V5 env sequence was demonstrated in all subjects but one by sequence analysis of the replicating plasma virus collected at baseline and 12-15 months after ART initiation. The analysis of the host's selective pressure showed that in four subjects, the ratio of nonsynonymous to synonymous amino acid substitutions was higher in the V3 sequences than in the C2-V5 region ([K (a)/K (s)](V3)/[K (a)/K (s)](C2V5) >1.0). Interestingly, this feature was observed only in subjects (four of five) showing an increase in T cell receptor rearrangement excision circle (TREC)-bearing cells and in CD4(+) T-lymphocytes despite persistent viremia (discordant therapeutic response) (p = 0.02), thus suggesting that the V3 loop is a target of the immune reconstitution under ART. Using phenotypic analysis of recombinant viruses expressing exogenous V3 sequences, a reverse shift from CXCR4-tropic to CCR5-tropic variants was demonstrated in two of the four subjects, further indicating that the host's selective pressure sharply forces the V3 evolution of replicating variants. The data indicate that a complex HIV-1-host interplay occurs in children receiving antiretroviral treatments and suggest that the recovery of thymic function places a selective constraint on the viral V3 loop.
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Affiliation(s)
- Patrizia Bagnarelli
- Istituto di Microbiologia e Scienze Biomediche, Università Politecnica delle Marche, Ancona, Italy.
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24
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Liu Y, Nickle DC, Shriner D, Jensen MA, Learn GH, Mittler JE, Mullins JI. Molecular clock-like evolution of human immunodeficiency virus type 1. Virology 2004; 329:101-8. [PMID: 15476878 DOI: 10.1016/j.virol.2004.08.014] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2004] [Revised: 06/22/2004] [Accepted: 08/16/2004] [Indexed: 11/17/2022]
Abstract
The molecular clock hypothesis states that the rate of nucleotide substitution per generation is constant across lineages. If generation times were equal across lineages, samples obtained at the same calendar time would have experienced the same number of generations since their common ancestor. However, if sequences are not derived from contemporaneous samples, differences in the number of generations may be misinterpreted as variation in substitution rates and hence may lead to false rejection of the molecular clock hypothesis. A recent study has called into doubt the validity of clock-like evolution for HIV-1, using molecular sequences derived from noncontemporaneous samples. However, after separating their within-individual data according to sampling time, we found that what appeared to be nonclock-like behavior could be attributed, in most cases, to noncontemporaneous sampling, with contributions also likely to derive from recombination. Natural selection alone did not appear to obscure the clock-like evolution of HIV-1.
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Affiliation(s)
- Yi Liu
- Department of Microbiology, University of Washington School of Medicine, Seattle, WA 98195, United States.
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25
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Kitchen CMR, Philpott S, Burger H, Weiser B, Anastos K, Suchard MA. Evolution of human immunodeficiency virus type 1 coreceptor usage during antiretroviral Therapy: a Bayesian approach. J Virol 2004; 78:11296-302. [PMID: 15452249 PMCID: PMC521818 DOI: 10.1128/jvi.78.20.11296-11302.2004] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
There is substantial evidence for ongoing replication and evolution of human immunodeficiency virus type 1 (HIV-1), even in individuals receiving highly active antiretroviral therapy. Viral evolution in the presence of antiviral therapy needs to be considered when developing new therapeutic strategies. Phylogenetic analyses of HIV-1 sequences can be used for this purpose but may give rise to misleading results if rates of intrapatient evolution differ significantly. To improve analyses of HIV-1 evolution relevant to studies of pathogenesis and treatment, we developed a Bayesian hierarchical model that incorporates all available sequence data while simultaneously allowing the phylogenetic parameters of each patient to vary. We used this method to examine evolutionary changes in HIV-1 coreceptor usage in response to treatment. We examined patients whose viral populations exhibited a shift in coreceptor utilization in response to therapy. CXCR4 (X4) strains emerged in each patient but were suppressed following initiation of new antiretroviral regimens, so that CCR5-utilizing (R5) strains predominated. By phylogenetically reconstructing the evolutionary relationship of HIV-1 obtained longitudinally from each patient, it was possible to examine the origin of the reemergent R5 virus. Using our Bayesian hierarchical approach, we found that the reemergent R5 virus detectable after therapy was more closely related to the predecessor R5 virus than to the X4 strains. The Bayesian hierarchical approach, unlike more traditional methods, makes it possible to evaluate competing hypotheses across patients. This model is not limited to analyses of HIV-1 but can be used to elucidate evolutionary processes for other organisms as well.
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Affiliation(s)
- Christina M R Kitchen
- Department of Biostatistics, UCLA School of Public Health, Los Angeles, CA 90095-1772.
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26
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de S Leal E, Holmes EC, Zanotto PMDA. Distinct patterns of natural selection in the reverse transcriptase gene of HIV-1 in the presence and absence of antiretroviral therapy. Virology 2004; 325:181-91. [PMID: 15246258 DOI: 10.1016/j.virol.2004.04.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2003] [Revised: 01/21/2004] [Accepted: 04/01/2004] [Indexed: 11/18/2022]
Abstract
The emergence of human immunodeficiency virus (HIV) drug-resistant mutations during antiretroviral therapy is explained by either the preexistence of low-frequency-resistant strains before the start of therapy or by the selection of unsuppressed resistant strains during therapy. We used pairwise and maximum likelihood analyses of the ratio of nonsynonymous to synonymous substitutions per site (d(N)/d(S)) to study the extent of positive selection in the reverse transcriptase (RT) gene of HIV-1 from multiple data sets of drug-treated (117 sequences) and drug-naive patients (270 sequences). In the pairwise analysis, evidence for positive selection (d(N)/d(S) > 1) was only found in drug-treated individuals and in codons conferring drug resistance. By the maximum likelihood method, a positive selection at codons conferring drug resistance was only observed in patients receiving therapy, and although positive selection was detected in drug-naive patients, this was always at codons unrelated to drug resistance. We therefore document a striking difference in the process of allele fixation in drug resistance codons (RC) between populations of HIV-1-infected individuals naive to treatment and those receiving therapy. Furthermore, although mutations associated with drug resistance are sometimes found in drug-naive patients, we suggest that these are fixed because of linkage to sites experiencing immune escape. Finally, we show that compensatory changes are likely to be important in the development of HIV drug resistance by counter-acting the deleterious effects normally associated with drug resistance mutations.
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Affiliation(s)
- Elcio de S Leal
- Laboratory of Molecular Evolution and Bioinformatics-LEMB, Department of Microbiology, University of São Paulo, São Paulo, CEP 05508-900, Brazil
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27
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Sanjuán R, Codoñer FM, Moya A, Elena SF. Natural selection and the organ-specific differentiation of HIV-1 V3 hypervariable region. Evolution 2004; 58:1185-1194. [PMID: 15266969 DOI: 10.1111/j.0014-3820.2004.tb01699.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The existence of organ-specific HIV-1 populations within infected hosts has been studied for many years; nonetheless results reported by different authors are somewhat discrepant. To tackle this problem, we used a population genetics approach to analyze previously published data from the V3 hypervariable region of the envelope env gene. Our results are compatible with a population subdivision by organs in 95% of individuals analyzed at autopsy. In addition, populations infecting the nervous system and testicles clearly appear as differentiated subsets of the so-called macrophage-tropic variants. Liver and kidney may harbor differentiated populations as well. Although it is widely accepted that organ compartmentalization arises as a consequence of different selective pressures imposed by different organs, a definitive demonstration has not yet been provided. Our analysis of the pattern of synonymous and nonsynonymous nucleotide substitutions provides evidence supporting this hypothesis, without discarding the role of other evolutionary processes. In contrast, positive selection does not seem to be the mechanism responsible for the evolution of patient-specific sequences.
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Affiliation(s)
- Rafael Sanjuán
- Institut Cavanilles de Biodiversitat i Biologia Evolutiva and Departament de Genètica, Universitat de València, 46071 València, Spain
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28
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Sanjuán R, Codoñer FM, Moya A, Elena SF. NATURAL SELECTION AND THE ORGAN-SPECIFIC DIFFERENTIATION OF HIV-1 V3 HYPERVARIABLE REGION. Evolution 2004. [DOI: 10.1554/03-577] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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29
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Quan Y, Brenner BG, Marlink RG, Essex M, Kurimura T, Wainberg MA. Drug resistance profiles of recombinant reverse transcriptases from human immunodeficiency virus type 1 subtypes A/E, B, and C. AIDS Res Hum Retroviruses 2003; 19:743-53. [PMID: 14585205 DOI: 10.1089/088922203769232548] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
We have expressed purified recombinant reverse transcriptase (RT) from clinical isolates of human immunodeficiency virus subtypes B, C, and A/E in Escherichia coli. The drug sensitivities of these RTs were then determined for both nucleoside RT inhibitors (NRTIs) and nonnucleoside RT inhibitors (NNRTIs) in cell-free RT assays. Although A/E and C viruses contained numerous polymorphisms relative to subtype B (i.e., naturally occurring variations unrelated to drug resistance), the wild-type enzymes prepared from these or subtype A/E clinical isolates displayed <2-fold differences in drug sensitivities with regard to the active triphosphate active forms of NRTIs, as compared with RT expressed from BH-10 recombinant virus. Recombinant RTs from clinical isolates of subtypes B, C, and A/E that contained multiple resistance-associated mutations displayed expected variations in levels of resistance to the intracellular active forms of 3TC, ddI, ddC, and PMPA, that is, 3TCTP, ddATP, ddCTP, and PMPApp, respectively. Subtype A/E and C RT enzymes contained only minor NNRTI polymorphisms that distinguished them from wild-type subtype B enzymes and wild-type RTs from these various subtypes showed only 1- to 4-fold variability in IC(50) values for each of nevirapine (NVP), delavirdine (DLV), efavirenz (EFV), and calanolide A. In contrast, RT enzymes from subtype B and C viruses harboring specific NNRTI mutations were highly resistant to all four tested NNRTIs. Subtype C variants containing the novel V106M resistance codon showed cross-resistance to all approved NNRTIs in cell-free RT assays.
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Affiliation(s)
- Yudong Quan
- McGill University AIDS Centre, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, H3T 1E2, Canada
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Weber J, Rangel HR, Chakraborty B, Marotta ML, Valdez H, Fransen K, Florence E, Connick E, Smith KY, Colebunders RL, Landay A, Kuritzkes DR, Lederman MM, Vanham G, Quiñones-Mateu ME. Role of Baseline pol Genotype in HIV-1 Fitness Evolution. J Acquir Immune Defic Syndr 2003; 33:448-60. [PMID: 12869833 DOI: 10.1097/00126334-200308010-00005] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Viral fitness can be modified upon development of antiretroviral drug resistance, usually by selection of compensatory mutations. In this study, we have used HIV-1 isolates from individuals receiving a protease inhibitor (PI)-based regimen to analyze the impact of basal genetic background on viral fitness evolution. Paired plasma samples and HIV-1 isolates were obtained from 10 PI-naive HIV-infected individuals enrolled in 2 different studies of combination antiretroviral therapy. Genomic regions from pol and env were sequenced. Viral fitness was measured using growth competition experiments followed by heteroduplex tracking analysis. Baseline genotypic analyses of pol showed that 9 of 10 viruses had a different degree of secondary mutations in the protease gene at codons associated with PI resistance (i.e., 10I, 36I, 63P, 71T, and 77I). After 48 weeks of PI-based therapy, a strong correlation was observed between protease genetic divergence and viral fitness difference (r = 0.78, P = 0.03), but not with reverse transcription or Env divergence, suggesting that genotypic changes in the protease gene were driving HIV-1 evolution in these patients. As expected, an inverse correlation was observed between the number of protease and reverse transcription primary mutations and viral fitness (r = -0.65, P < 0.0001). However, our results suggest that the preexistence of secondary mutations in protease genetic background may have implications in HIV-1 fitness evolution and virologic response to antiretroviral therapy.
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Affiliation(s)
- Jan Weber
- Department of Virology, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, Ohio 44195, USA
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31
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Kelly JK, Williamson S, Orive ME, Smith MS, Holt RD. Linking dynamical and population genetic models of persistent viral infection. Am Nat 2003; 162:14-28. [PMID: 12856234 DOI: 10.1086/375543] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2002] [Accepted: 12/18/2002] [Indexed: 11/03/2022]
Abstract
This article develops a theoretical framework to link dynamical and population genetic models of persistent viral infection. This linkage is useful because, while the dynamical and population genetic theories have developed independently, the biological processes they describe are completely interrelated. Parameters of the dynamical models are important determinants of evolutionary processes such as natural selection and genetic drift. We develop analytical methods, based on coupled differential equations and Markov chain theory, to predict the accumulation of genetic diversity within the viral population as a function of dynamical parameters. These methods are first applied to the standard model of viral dynamics and then generalized to consider the infection of multiple host cell types by the viral population. Each cell type is characterized by specific parameter values. Inclusion of multiple cell types increases the likelihood of persistent infection and can increase the amount of genetic diversity within the viral population. However, the overall rate of gene sequence evolution may actually be reduced.
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Affiliation(s)
- John K Kelly
- Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, Kansas 66045, USA.
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Anastassopoulou CG, Paraskevis D, Sypsa VA, Chryssou SE, Antoniadou A, Giamarelou H, Hatzakis A. Genetic evolution of human immunodeficiency virus type 1 in two spouses responding successfully to highly active antiretroviral therapy. AIDS Res Hum Retroviruses 2003; 19:65-71. [PMID: 12596725 DOI: 10.1089/08892220360473989] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The current case study provided an unusual setting to track the evolution of HIV-1 envelope gene over a maximum period of 6 years in two asymptomatic spouses undergoing suppressive highly active antiretroviral therapy. For this purpose, proviral DNA samples taken from uncultured peripheral blood mononuclear cells and spanning the C2-V5 regions of env were analyzed at three sampling points per subject. Two distinct topological patterns were observed in the phylogenetic reconstructions of the genetically linked sequences of the couple: an intermingled pattern and a sequentially shifting pattern in the virus populations of the male index case and his spouse, respectively. Application of three evolutionary models for the amino acid-encoded sites, using the maximum likelihood approach, indicated the operation of positive selection in the region only at the second time point in the woman, before receiving therapy. These findings reinforce the evidence of a crucial role for host-selective constraints on HIV-1 env evolution in vivo.
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Affiliation(s)
- Cleo G Anastassopoulou
- National Retrovirus Reference Center, Department of Hygiene and Epidemiology, Athens University Medical School, Greece
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33
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Paranjpe S, Craigo J, Patterson B, Ding M, Barroso P, Harrison L, Montelaro R, Gupta P. Subcompartmentalization of HIV-1 quasispecies between seminal cells and seminal plasma indicates their origin in distinct genital tissues. AIDS Res Hum Retroviruses 2002; 18:1271-80. [PMID: 12487815 DOI: 10.1089/088922202320886316] [Citation(s) in RCA: 80] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The mononuclear cells and plasma components of semen from HIV-infected subjects have been shown to contain HIV-1. However, there is very little information as to whether distinct HIV-1 population are present in these two seminal compartments or as to their tissue of origin. Phylogenetic analysis of nucleotide sequences of the C2-V5 region of the HIV-1 gp120 from HIV-1 RNA isolated from seminal cells and seminal plasma of five subjects indicates that the HIV-1 population derived from seminal plasma was distinct from that present in seminal cells. Such subcompartmentalization of HIV-1 between seminal cells and seminal plasma was detected as early as 3 months after seroconversion and persisted up to 38 months following seroconversion. Furthermore, comparison of HIV-1 sequences between testis and prostate tissues showed distinct HIV-1 populations in these tissue compartments. In situ real-time (Taqman) PCR analysis of prostate and testis tissues indicated that T lymphocytes were the predominant cells infected with HIV-1 in both of these tissues. Since seminal plasma is derived from prostate and most of the seminal cells originate from the rete testis and epididymis, these results are consistent with the idea that HIV-1 in seminal plasma is derived from the prostate, while HIV-1-infected cells in semen originate mostly from the rete testis and epididymis. These findings provide for the first time evidence of subcompartmentalization of HIV-1 in male genital organs and suggest that intervention strategies such as vasectomy may not prevent sexual transmission.
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Affiliation(s)
- Shirish Paranjpe
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, USA
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Abstract
There is a wealth of data supporting the use of viral load measurements to monitor therapy. Indeed, clinical drug trial endpoints routinely include the proportion of patients with a plasma viral load reduction of greater than 0.5 log(10), or greater than 1 log(10). Since a higher viral load reflects increased amounts of virus replication, it would seem desirable to reduce this replication as far as possible, so that the goal of therapy has become one of viral undetectability in plasma. However, virological suppression to undetectable levels is not an absolute determinant of outcome because recent observational cohort data suggest that any significant reduction of viral load is associated with clinical benefit. There are also technical problems when attempting to measure undetectability, with lower limits of detection of 400 or 50 RNA copies/ml of plasma being driven more by the performance of commercial assays than by any inherent cut-off value with proven prognostic significance. Furthermore, the obsession with undetectability has created the concept of the 'viral blip', or 'intermittent viraemia' commonly defined as a single viral load measurement of between 50 and 400 copies/ml, preceded and followed by consistent measurements of less than 50 copies/ml, in a patient receiving therapy. Such blips should be considered in the context of frequent transient changes in viral load which occur below the lower limit of detection by existing laboratory assays. In my view, there remains a misunderstanding about the importance ascribed to these relatively minor changes in lower detection limits, when considered against the background of virus within the body as a whole. I also consider other possible uses of HIV-1 quantification in clinical practice, such as identifying the inherent potency of antiviral regimens.
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Affiliation(s)
- Deenan Pillay
- PHLS Antiviral Susceptibility Reference Unit, Public Health Laboratory, Birmingham Heartlands Hospital, Bordesley Green East, Birmingham B9 5SS, UK.
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Van Marle G, Rourke SB, Zhang K, Silva C, Ethier J, Gill MJ, Power C. HIV dementia patients exhibit reduced viral neutralization and increased envelope sequence diversity in blood and brain. AIDS 2002; 16:1905-14. [PMID: 12351950 DOI: 10.1097/00002030-200209270-00007] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To examine the relationship between the humoral immune response and viral envelope diversity among HIV/AIDS patients with or without HIV-associated dementia (HAD). METHODS Whole blood and sera were collected from age- and disease-progression matched AIDS-defined patients with and without neuro-cognitive impairment at two centers. Peripheral blood mononuclear cells were isolated from whole blood and separated into monocyte/macrophage and peripheral blood lymphocyte (PBL) preparations. Genomic DNA, isolated from the PBL population, was used as template to amplify HIV-1 C2V3 envelope sequences in a nested PCR protocol. The resulting fragments were sequenced and subjected to a phylogenetic analysis. RESULTS Sera from non-demented (ND; n = 21) patients neutralized infection of CCR5-dependent, but not CXCR4-dependent viruses, more efficiently than sera from HAD patients (n = 15) (P < 0.05). A recombinant virus containing a brain derived C2V3 sequence was also neutralized less efficiently by sera from HAD patients ( < 0.05). C2V3 envelope sequences amplified from PBL revealed significantly greater diversity within the V3 region from HAD compared with ND patients (P < 0.001). The number of non-synonymous substitutions was positively correlated with the severity of neuro-cognitive impairment of patients (P < 0.005). Similarly, brain derived V3 sequences exhibited significantly increased diversity among HAD patients (P < 0.001). CONCLUSION Our findings imply that HAD patients exhibited impaired serological responses that may lead to the emergence of viral mutants that potentially could infect the brain and mediate neurodegeneration.
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Affiliation(s)
- Guido Van Marle
- Department of Clinical Neurosciences, University of Calgary, Canada
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