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Yebra G, Hodcroft EB, Ragonnet-Cronin ML, Pillay D, Brown AJL. Using nearly full-genome HIV sequence data improves phylogeny reconstruction in a simulated epidemic. Sci Rep 2016; 6:39489. [PMID: 28008945 PMCID: PMC5180198 DOI: 10.1038/srep39489] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Accepted: 11/21/2016] [Indexed: 01/09/2023] Open
Abstract
HIV molecular epidemiology studies analyse viral pol gene sequences due to their availability, but whole genome sequencing allows to use other genes. We aimed to determine what gene(s) provide(s) the best approximation to the real phylogeny by analysing a simulated epidemic (created as part of the PANGEA_HIV project) with a known transmission tree. We sub-sampled a simulated dataset of 4662 sequences into different combinations of genes (gag-pol-env, gag-pol, gag, pol, env and partial pol) and sampling depths (100%, 60%, 20% and 5%), generating 100 replicates for each case. We built maximum-likelihood trees for each combination using RAxML (GTR + Γ), and compared their topologies to the corresponding true tree’s using CompareTree. The accuracy of the trees was significantly proportional to the length of the sequences used, with the gag-pol-env datasets showing the best performance and gag and partial pol sequences showing the worst. The lowest sampling depths (20% and 5%) greatly reduced the accuracy of tree reconstruction and showed high variability among replicates, especially when using the shortest gene datasets. In conclusion, using longer sequences derived from nearly whole genomes will improve the reliability of phylogenetic reconstruction. With low sample coverage, results can be highly variable, particularly when based on short sequences.
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Affiliation(s)
- Gonzalo Yebra
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
| | - Emma B Hodcroft
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
| | | | - Deenan Pillay
- Wellcome Trust-Africa Centre for Health and Population Studies, University of KwaZulu-Natal, Durban, South Africa
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Lang R, Gill J. Uses for an HIV specimen repository: experience and lessons for other conditions. Future Virol 2016. [DOI: 10.2217/fvl-2016-0076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Biobanking is increasingly becoming recognized as an emerging resource for enhancing both clinical care and research. Establishing a useful repository of clinical specimens is, however, challenging. Below we discuss the barriers encountered and lessons learned while developing and using a specimen repository integrated into an HIV care program. Substantial effort, time, cost and foresight coupled with good fortune in establishing a biobank are, however, needed to improve patient care and research productivity. Disease and population selection, ethics, legal implications, costs and sustainable funding are critical areas to consider prior to initiating a repository. We discuss these topics and demonstrate some of the beneficial results achieved in HIV, which may be relevant to other conditions, from establishing even a small repository.
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Affiliation(s)
- Raynell Lang
- Department of Medicine, University of Calgary, Alberta, Canada
| | - John Gill
- Department of Medicine, University of Calgary, Alberta, Canada
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The epidemic origin and molecular properties of B': a founder strain of the HIV-1 transmission in Asia. AIDS 2008; 22:1851-8. [PMID: 18753865 DOI: 10.1097/qad.0b013e32830f4c62] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To clarify the epidemic origin and molecular properties of the B' subtype that is an important strain in the HIV-1 epidemic in Asia. DESIGN The genealogical relationship between the B' and B subtype was investigated with two globally representative datasets covering the gag and env regions. B' sequences were identified, from which the epidemic origin, population genetics and the signature mutation sites of the B' subtype were inferred. METHODS Two globally representative datasets were compiled, using phylogenetic methods. Through coalescent-based analysis, the genealogical relationship between the B' and B subtypes was investigated. The divergence times and population genetic parameters of B' were estimated in a Bayesian framework using Markov Chains Monte Carlo sampling under a relaxed molecular clock method. Additionally, molecular properties of the B' were identified by performing comparative sequence analysis with the HIV-1 M group. RESULTS About 15 years later after the B subtype began to spread, the B' diverged from the B subtype. The demographic history of B' was reconstructed, and the epidemic of B' was estimated to originate around 1985. Eight and nine distinct signature mutation sites, unique to B', were found around the p17 and V3 regions, respectively. CONCLUSION Our research is the first large-scale investigation on HIV-1 B' at a global level and provides a deep insight into one of the founder strains of HIV-1 epidemic in Asia. Our results provide an important reference for HIV scientists, public health officials and HIV vaccine designers.
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Chalmet K, Van Wanzeele F, Demecheleer E, Dauwe K, Pelgrom J, Van Der Gucht B, Vogelaers D, Plum J, Stuyver L, Vandekerckhove L, Verhofstede C. Impact of Delta 32-CCR5 heterozygosity on HIV-1 genetic evolution and variability--a study of 4 individuals infected with closely related HIV-1 strains. Virology 2008; 379:213-22. [PMID: 18692212 DOI: 10.1016/j.virol.2008.06.036] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2008] [Revised: 04/08/2008] [Accepted: 06/30/2008] [Indexed: 11/29/2022]
Abstract
A cluster of four patients acutely infected with a genetically almost identical virus, allowed us to investigate genetic variability and disease progression in early HIV-1 infection with minimal interference of virus specific factors. Two of the patients were heterozygous for the 32-bp deletion in the CCR5 coreceptor gene. Both showed a slower disease progression with lower viral load levels and a reduced rate of genetic evolution compared to the patients with normal CCR5 alleles. During 3 years of treatment-free follow-up, the mean pairwise genetic distance increased with 1.45% and 1.58% in the two patients with a 32-bp deletion allele compared to 3.05% and 3.57% in the two patients with normal CCR5 alleles. The observed relation between slower disease progression and a reduced evolutionary rate illustrates the influence of the virus replicative capacity, here most possibly hampered by the CCR5 heterozygosity in two of the four individuals, on the genetic evolution of the virus in the host.
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Affiliation(s)
- Kristen Chalmet
- AIDS Reference Laboratory, Ghent University and Ghent University Hospital, De Pintelaan, 185-Block A, B-9000 Gent, Belgium.
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Caly L, Saksena NK, Piller SC, Jans DA. Impaired nuclear import and viral incorporation of Vpr derived from a HIV long-term non-progressor. Retrovirology 2008; 5:67. [PMID: 18638397 PMCID: PMC2515335 DOI: 10.1186/1742-4690-5-67] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2008] [Accepted: 07/18/2008] [Indexed: 12/22/2022] Open
Abstract
We previously reported an epidemiologically linked HIV-1 infected patient cohort in which a long-term non-progressor (LTNP) infected two recipients who then exhibited normal disease progression. Expression of patient-derived vpr sequences from each of the three cohort members in mammalian cells tagged with GFP revealed a significant reduction in Vpr nuclear import and virion incorporation uniquely from the LTNP, whereas Vpr from the two progressing recipients displayed normal localisation and virion incorporation, implying a link between efficient Vpr nuclear import and HIV disease progression. Importantly, an F72L point mutation in the LTNP was identified for the first time as being uniquely responsible for decreased Vpr nuclear import.
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Affiliation(s)
- Leon Caly
- Department of Biochemistry and Molecular Biology, Monash University, Clayton, Victoria 3800, Australia.
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Sivakumaran H, Wang B, Gill MJ, Beckholdt B, Saksena NK, Harrich D. Functional relevance of nonsynonymous mutations in the HIV-1 tat gene within an epidemiologically-linked transmission cohort. Virol J 2007; 4:107. [PMID: 17958917 PMCID: PMC2174444 DOI: 10.1186/1743-422x-4-107] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2007] [Accepted: 10/25/2007] [Indexed: 12/05/2022] Open
Abstract
Here we investigated the nature and functional consequences of mutations in the HIV-1 tat gene within an epidemiologically-linked AIDS transmission cohort consisting of a non-progressing donor (A) and two normal progressing recipients (B and C). Multiple nonsynonymous mutations in the tat first exon were observed across time in all individuals. Some mutations demonstrated striking host specificity despite the cohort being infected with a common virus. Phylogenetic segregation of the tat clones at the time of progression to AIDS was also observed especially in recipient C. Tat clones supporting high levels of transactivation were present at all time points in all individuals, although a number of clones defective for transactivation were observed for recipient C in later time points. Here we show that the tat quasispecies in a linked transmission cohort diversify and evolve independently between hosts following transmission. It supports the belief that quasispecies variation in HIV-1 is a mechanism for selection towards defining a fitter gene variant that is capable of resisting the human immune system.
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Affiliation(s)
- Haran Sivakumaran
- Division of Infectious Diseases and Immunology, Queensland Institute of Medical Research, Brisbane, Queensland, Australia.
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Ghedin E, Sengamalay NA, Shumway M, Zaborsky J, Feldblyum T, Subbu V, Spiro DJ, Sitz J, Koo H, Bolotov P, Dernovoy D, Tatusova T, Bao Y, St George K, Taylor J, Lipman DJ, Fraser CM, Taubenberger JK, Salzberg SL. Large-scale sequencing of human influenza reveals the dynamic nature of viral genome evolution. Nature 2005; 437:1162-6. [PMID: 16208317 DOI: 10.1038/nature04239] [Citation(s) in RCA: 321] [Impact Index Per Article: 16.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2005] [Accepted: 09/16/2005] [Indexed: 01/15/2023]
Abstract
Influenza viruses are remarkably adept at surviving in the human population over a long timescale. The human influenza A virus continues to thrive even among populations with widespread access to vaccines, and continues to be a major cause of morbidity and mortality. The virus mutates from year to year, making the existing vaccines ineffective on a regular basis, and requiring that new strains be chosen for a new vaccine. Less-frequent major changes, known as antigenic shift, create new strains against which the human population has little protective immunity, thereby causing worldwide pandemics. The most recent pandemics include the 1918 'Spanish' flu, one of the most deadly outbreaks in recorded history, which killed 30-50 million people worldwide, the 1957 'Asian' flu, and the 1968 'Hong Kong' flu. Motivated by the need for a better understanding of influenza evolution, we have developed flexible protocols that make it possible to apply large-scale sequencing techniques to the highly variable influenza genome. Here we report the results of sequencing 209 complete genomes of the human influenza A virus, encompassing a total of 2,821,103 nucleotides. In addition to increasing markedly the number of publicly available, complete influenza virus genomes, we have discovered several anomalies in these first 209 genomes that demonstrate the dynamic nature of influenza transmission and evolution. This new, large-scale sequencing effort promises to provide a more comprehensive picture of the evolution of influenza viruses and of their pattern of transmission through human and animal populations. All data from this project are being deposited, without delay, in public archives.
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MESH Headings
- Animals
- Evolution, Molecular
- Genome, Viral
- Hemagglutinin Glycoproteins, Influenza Virus/genetics
- Hemagglutinin Glycoproteins, Influenza Virus/immunology
- History, 20th Century
- History, 21st Century
- Humans
- Influenza A virus/classification
- Influenza A virus/genetics
- Influenza A virus/isolation & purification
- Influenza A virus/physiology
- Influenza Vaccines/history
- Influenza Vaccines/immunology
- Influenza, Human/epidemiology
- Influenza, Human/transmission
- Influenza, Human/veterinary
- Influenza, Human/virology
- Mutagenesis/genetics
- Mutation/genetics
- Neuraminidase/genetics
- Neuraminidase/metabolism
- New York/epidemiology
- Phylogeny
- Public Sector
- Reassortant Viruses/genetics
- Sequence Analysis
- Time Factors
- Virus Replication
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Affiliation(s)
- Elodie Ghedin
- The Institute for Genomic Research, 9712 Medical Center Dr., Rockville, Maryland 20850, USA
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Cali L, Wang B, Mikhail M, Gill MJ, Beckthold B, Salemi M, Jans DA, Piller SC, Saksena NK. Evidence for host-driven selection of the HIV type 1 vpr gene in vivo during HIV disease progression in a transfusion-acquired cohort. AIDS Res Hum Retroviruses 2005; 21:728-33. [PMID: 16131313 DOI: 10.1089/aid.2005.21.728] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
An epidemiologically linked HIV-1-infected cohort, in which a nonprogressor donor infected two recipients who progressed to AIDS, was examined. Sequence analysis, over time, of HIV-1 vpr gene quasispecies from uncultured peripheral blood cells revealed an insertion of arginine at position 90 altering a highly conserved C-terminal motif, believed to play a role in Vpr nuclear targeting. Full genome analysis from each patient showed no gene defects in other gene regions, implying that the mutational selection was unique to the vpr gene. A detailed analysis of the vpr quasispecies showed very little amino acid diversity in the nonprogressing donor, whereas, following viral transmission, the amino acid diversity increased dramatically over time in tandem with disease progression in the two recipients. Although the R insertion at position 90 was present in all three individuals, the variable degree of additional amino acid changes over time may have influenced HIV disease in the nonprogressor donor and the two progressing recipients. These data provide the first evidence in favor of vpr gene evolution over time, which was host-driven. The status of the nonprogressing donor was consistent with a highly protective B-57 HLA type, which was absent in the two progressing recipients, implying a role for host HLA type and other immunologic selective pressures in vpr gene selection in vivo.
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Affiliation(s)
- Leon Cali
- Nuclear Signalling Laboratory, Department of Biochemistry and Molecular Biology, Monash University, Monash, VIC 3800, Australia
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Mikhail M, Wang B, Lemey P, Beckthold B, Vandamme AM, Gill MJ, Saksena NK. Role of viral evolutionary rate in HIV-1 disease progression in a linked cohort. Retrovirology 2005; 2:41. [PMID: 15985187 PMCID: PMC1190217 DOI: 10.1186/1742-4690-2-41] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2005] [Accepted: 06/29/2005] [Indexed: 12/13/2022] Open
Abstract
Background The actual relationship between viral variability and HIV disease progression and/or non-progression can only be extrapolated through epidemiologically-linked HIV-infected cohorts. The rarity of such cohorts accents their existence as invaluable human models for a clear understanding of molecular factors that may contribute to the various rates of HIV disease. We present here a cohort of three patients with the source termed donor A – a non-progressor and two recipients called B and C. Both recipients gradually progressed to HIV disease and patient C has died of AIDS recently. By conducting 15 near full-length genome (8.7 kb) analysis from longitudinally derived patient PBMC samples enabled us to investigate the extent of molecular factors, which govern HIV disease progression. Results Four time points were successfully amplified for patient A, 4 for patient B and 7 from patient C. Using phylogenetic analysis our data confirms the epidemiological-linkage and transmission of HIV-1 from a non-progressor to two recipients. Following transmission the two recipients gradually progressed to AIDS and one died of AIDS. Viral divergence, selective pressures, recombination, and evolutionary rates of HIV-1 in each member of the cohort were investigated over time. Genetic recombination and selective pressure was evident in the entire cohort. However, there was a striking correlation between evolutionary rate and disease progression. Conclusion Non-progressing individuals have the potential to transmit pathogenic variants, which in other host can lead to faster HIV disease progression. This was evident from our study and the accelerated disease progression in the recipient members of he cohort correlated with faster evolutionary rate of HIV-1, which is a unique aspect of this study.
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Affiliation(s)
- Meriet Mikhail
- Retroviral Genetics Laboratory, Center for Virus Research, Westmead Millennium Institute, Westmead Hospital, The University of Sydney, Westmead NSW 2145. Sydney, Australia
| | - Bin Wang
- Retroviral Genetics Laboratory, Center for Virus Research, Westmead Millennium Institute, Westmead Hospital, The University of Sydney, Westmead NSW 2145. Sydney, Australia
| | - Philippe Lemey
- Department of Clinical and Epidemiological Virology, Rega Institute, Minderbroedersstraat 10, B-3000 Leuven, Belgium
| | - Brenda Beckthold
- Department of Medicine, University of Calgary, 3330 Hospital Drive NW Calgary, Albert, T2N 4N1, Canada
| | - Anne-Mieke Vandamme
- Department of Clinical and Epidemiological Virology, Rega Institute, Minderbroedersstraat 10, B-3000 Leuven, Belgium
| | - M John Gill
- Department of Medicine, University of Calgary, 3330 Hospital Drive NW Calgary, Albert, T2N 4N1, Canada
| | - Nitin K Saksena
- Retroviral Genetics Laboratory, Center for Virus Research, Westmead Millennium Institute, Westmead Hospital, The University of Sydney, Westmead NSW 2145. Sydney, Australia
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