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1.
mBio ; 5(6)2014 Dec 23.
Article in English | MEDLINE | ID: mdl-25538191

ABSTRACT

UNLABELLED: Phylodynamic analysis of genome-wide single-nucleotide polymorphism (SNP) data is a powerful tool to investigate underlying evolutionary processes of bacterial epidemics. The method was applied to investigate a collection of 65 clinical and environmental isolates of Vibrio cholerae from Haiti collected between 2010 and 2012. Characterization of isolates recovered from environmental samples identified a total of four toxigenic V. cholerae O1 isolates, four non-O1/O139 isolates, and a novel nontoxigenic V. cholerae O1 isolate with the classical tcpA gene. Phylogenies of strains were inferred from genome-wide SNPs using coalescent-based demographic models within a Bayesian framework. A close phylogenetic relationship between clinical and environmental toxigenic V. cholerae O1 strains was observed. As cholera spread throughout Haiti between October 2010 and August 2012, the population size initially increased and then fluctuated over time. Selection analysis along internal branches of the phylogeny showed a steady accumulation of synonymous substitutions and a progressive increase of nonsynonymous substitutions over time, suggesting diversification likely was driven by positive selection. Short-term accumulation of nonsynonymous substitutions driven by selection may have significant implications for virulence, transmission dynamics, and even vaccine efficacy. IMPORTANCE: Cholera, a dehydrating diarrheal disease caused by toxigenic strains of the bacterium Vibrio cholerae, emerged in 2010 in Haiti, a country where there were no available records on cholera over the past 100 years. While devastating in terms of morbidity and mortality, the outbreak provided a unique opportunity to study the evolutionary dynamics of V. cholerae and its environmental presence. The present study expands on previous work and provides an in-depth phylodynamic analysis inferred from genome-wide single nucleotide polymorphisms of clinical and environmental strains from dispersed geographic settings in Haiti over a 2-year period. Our results indicate that even during such a short time scale, V. cholerae in Haiti has undergone evolution and diversification driven by positive selection, which may have implications for understanding the global clinical and epidemiological patterns of the disease. Furthermore, the continued presence of the epidemic strain in Haitian aquatic environments has implications for transmission.


Subject(s)
Cholera/epidemiology , Cholera/microbiology , Environmental Microbiology , Genetic Variation , Selection, Genetic , Vibrio cholerae O139/classification , Vibrio cholerae O1/classification , DNA, Bacterial/chemistry , DNA, Bacterial/genetics , Evolution, Molecular , Haiti/epidemiology , Mutation, Missense , Point Mutation , Polymorphism, Single Nucleotide , Sequence Analysis, DNA , Vibrio cholerae O1/genetics , Vibrio cholerae O1/isolation & purification , Vibrio cholerae O139/genetics , Vibrio cholerae O139/isolation & purification
2.
PLoS Comput Biol ; 10(9): e1003830, 2014 Sep.
Article in English | MEDLINE | ID: mdl-25187947

ABSTRACT

HLA-B*5701 is the host factor most strongly associated with slow HIV-1 disease progression, although risk of progression may vary among patients carrying this allele. The interplay between HIV-1 evolutionary rate variation and risk of progression to AIDS in HLA-B*5701 subjects was studied using longitudinal viral sequences from high-risk progressors (HRPs) and low-risk progressors (LRPs). Posterior distributions of HIV-1 genealogies assuming a Bayesian relaxed molecular clock were used to estimate the absolute rates of nonsynonymous and synonymous substitutions for different set of branches. Rates of viral evolution, as well as in vitro viral replication capacity assessed using a novel phenotypic assay, were correlated with various clinical parameters. HIV-1 synonymous substitution rates were significantly lower in LRPs than HRPs, especially for sets of internal branches. The viral population infecting LRPs was also characterized by a slower increase in synonymous divergence over time. This pattern did not correlate to differences in viral fitness, as measured by in vitro replication capacity, nor could be explained by differences among subjects in T cell activation or selection pressure. Interestingly, a significant inverse correlation was found between baseline CD4+ T cell counts and mean HIV-1 synonymous rate (which is proportional to the viral replication rate) along branches representing viral lineages successfully propagating through time up to the last sampled time point. The observed lower replication rate in HLA-B*5701 subjects with higher baseline CD4+ T cell counts provides a potential model to explain differences in risk of disease progression among individuals carrying this allele.


Subject(s)
CD4-Positive T-Lymphocytes , HIV Infections/immunology , HIV Infections/virology , HIV-1/genetics , HLA-B Antigens , Bayes Theorem , Computational Biology , Disease Progression , HIV Core Protein p24/classification , HIV Core Protein p24/genetics , HIV Infections/epidemiology , Humans , Molecular Sequence Data , Mutation/genetics , Virus Replication/genetics
3.
J Gen Virol ; 95(Pt 12): 2784-2795, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25205684

ABSTRACT

Despite the success of combined antiretroviral therapy in controlling viral replication in human immunodeficiency virus (HIV)-infected individuals, HIV-associated neurocognitive disorders, commonly referred to as neuroAIDS, remain a frequent and poorly understood complication. Infection of CD8(+) lymphocyte-depleted rhesus macaques with the SIVmac251 viral swarm is a well-established rapid disease model of neuroAIDS that has provided critical insight into HIV-1-associated neurocognitive disorder onset and progression. However, no studies so far have characterized in depth the relationship between intra-host viral evolution and pathogenesis in this model. Simian immunodeficiency virus (SIV) env gp120 sequences were obtained from six infected animals. Sequences were sampled longitudinally from several lymphoid and non-lymphoid tissues, including individual lobes within the brain at necropsy, for four macaques; two animals were sacrificed at 21 days post-infection (p.i.) to evaluate early viral seeding of the brain. Bayesian phylodynamic and phylogeographic analyses of the sequence data were used to ascertain viral population dynamics and gene flow between peripheral and brain tissues, respectively. A steady increase in viral effective population size, with a peak occurring at ~50-80 days p.i., was observed across all longitudinally monitored macaques. Phylogeographic analysis indicated continual viral seeding of the brain from several peripheral tissues throughout infection, with the last migration event before terminal illness occurring in all macaques from cells within the bone marrow. The results strongly supported the role of infected bone marrow cells in HIV/SIV neuropathogenesis. In addition, our work demonstrated the applicability of Bayesian phylogeography to intra-host studies in order to assess the interplay between viral evolution and pathogenesis.


Subject(s)
Encephalitis, Viral/virology , Simian Acquired Immunodeficiency Syndrome/virology , Simian Immunodeficiency Virus , Animals , Brain/virology , CD8-Positive T-Lymphocytes , Cell Count , Killer Cells, Natural , Macaca mulatta , Simian Acquired Immunodeficiency Syndrome/pathology , Time Factors
4.
J Virol ; 86(16): 8432-9, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22623804

ABSTRACT

Chronic hepatitis C virus (HCV) infection can lead to liver cirrhosis in up to 20% of individuals, often requiring liver transplantation. Although the new liver is known to be rapidly reinfected, the dynamics and source of the reinfecting virus(es) are unclear, resulting in some confusion concerning the relationship between clinical outcome and viral characteristics. To clarify the dynamics of liver reinfection, longitudinal serum viral samples from 10 transplant patients were studied. Part of the E1/E2 region was sequenced, and advanced phylogenetic analysis methods were used in a multiparameter analysis to determine the history and ancestry of reinfecting lineages. Our results demonstrated the complexity of HCV evolutionary dynamics after liver transplantation, in which a large diverse population of viruses is transmitted and maintained for months to years. As many as 30 independent lineages in a single patient were found to reinfect the new liver. Several later posttransplant lineages were more closely related to older pretransplant viruses than to viruses detected immediately after transplantation. Although our data are consistent with a number of interpretations, the persistence of high viral genetic variation over long periods of time requires an active mechanism. We discuss possible scenarios, including frequency-dependent selection or variation in selective pressure among viral subpopulations, i.e., the population structure. The latter hypothesis, if correct, could have relevance to the success of newer direct-acting antiviral therapies.


Subject(s)
Hepacivirus/isolation & purification , Hepatitis C, Chronic/surgery , Hepatitis C, Chronic/virology , Liver Transplantation , Viral Load , Adult , Aged , Cluster Analysis , Genetic Variation , Hepacivirus/classification , Hepacivirus/genetics , Humans , Longitudinal Studies , Male , Middle Aged , Molecular Sequence Data , Phylogeny , Sequence Analysis, DNA , Viral Envelope Proteins/genetics
5.
PLoS One ; 6(7): e22449, 2011.
Article in English | MEDLINE | ID: mdl-21799857

ABSTRACT

In the last two decades, 'concentrated epidemics' of human immunodeficiency virus (HIV) have established in several high risk groups in Pakistan, including Injecting Drug Users (IDUs) and among men who have sex with men (MSM). To explore the transmission patterns of HIV infection in these major high-risk groups of Pakistan, 76 HIV samples were analyzed from MSM, their female spouses and children, along with 26 samples from a previously studied cohort of IDUs. Phylogenetic analysis of HIV gag gene sequences obtained from these samples indicated a substantial degree of intermixing between the IDU and MSM populations, suggesting a bridging of HIV infection from IDUs, via MSM, to the MSM spouses and children. HIV epidemic in Pakistan is now spreading to the female spouses and offspring of bisexual MSM. HIV control and awareness programs must be refocused to include IDUs, MSM, as well as bisexual MSM, and their spouses and children.


Subject(s)
Epidemics , HIV Infections/epidemiology , HIV Infections/transmission , Adolescent , Adult , Bisexuality/statistics & numerical data , Child , Child, Preschool , DNA, Viral/genetics , Drug Users/statistics & numerical data , Female , HIV-1/classification , HIV-1/genetics , Homosexuality, Male/statistics & numerical data , Humans , Infant , Infant, Newborn , Male , Middle Aged , Pakistan/epidemiology , Phylogeny , Risk , Sequence Analysis, DNA , Young Adult
6.
AIDS Res Hum Retroviruses ; 23(12): 1481-90, 2007 Dec.
Article in English | MEDLINE | ID: mdl-18160005

ABSTRACT

This study analyzed the genes pol and env to determine the genetic variability of HIV-1 in Central Brazil. Forty-one isolates of HIV-1-infected individuals had protease, reverse transcriptase, and C2C3/ env amplified by nested PCR and sequenced. The subtype was determined by the program REGA and phylogenetic analyses. The samples identified as putative recombinant forms were analyzed by SimPlot. A high prevalence of subtype B (95.1%) was observed, followed by mosaic viruses B/F (4.9%). The amino acid sequences from 30 HIV-1 isolates were analyzed for the antigenic intrasubtype diversity. The most prevalent gp120 V3 loop motif was the GPGR (United States/Europe) (43.3%), described in B and F subtypes, followed by the GPGK tetrapeptide (10%). The Brazilian variant B" (GWGR), GFGR, and GLGR tetrapeptides were found in 6.7%. Other V3 variants were found in eight isolates (26.7%). Phylogenetic tree analysis was also performed in order to verify the relationship of the HIV-1 samples from Central Brazil with other HIV-1 sequences that circulate in Brazil. The subtype B sequences from Central Brazil formed a polyphyletic cluster in the tree, indicating that these strains are similar to those from other geographic regions. These results contribute to the understanding of HIV in Brazil, and may prove useful for the development of vaccine candidates.


Subject(s)
Genes, env , Genes, pol , Genetic Variation , HIV Infections/virology , HIV-1/genetics , Amino Acid Sequence , Brazil/epidemiology , HIV Infections/epidemiology , Humans , Molecular Sequence Data , Phylogeny , Recombination, Genetic
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