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Featured researches published by Shuyi Wang.


Nature | 2003

Antibody neutralization and escape by HIV-1

Xiping Wei; Julie M. Decker; Shuyi Wang; Huxiong Hui; John C. Kappes; Xiaoyun Wu; Jesus F. Salazar-Gonzalez; Maria G. Salazar; J. Michael Kilby; Michael S. Saag; Natalia L. Komarova; Martin A. Nowak; Beatrice H. Hahn; Peter D. Kwong; George M. Shaw

Neutralizing antibodies (Nab) are a principal component of an effective human immune response to many pathogens, yet their role in HIV-1 infection is unclear. To gain a better understanding of this role, we examined plasma from patients with acute HIV infection. Here we report the detection of autologous Nab as early as 52 days after detection of HIV-specific antibodies. The viral inhibitory activity of Nab resulted in complete replacement of neutralization-sensitive virus by successive populations of resistant virus. Escape virus contained mutations in the env gene that were unexpectedly sparse, did not map generally to known neutralization epitopes, and involved primarily changes in N-linked glycosylation. This pattern of escape, and the exceptional density of HIV-1 envelope glycosylation generally, led us to postulate an evolving ‘glycan shield’ mechanism of neutralization escape whereby selected changes in glycan packing prevent Nab binding but not receptor binding. Direct support for this model was obtained by mutational substitution showing that Nab-selected alterations in glycosylation conferred escape from both autologous antibody and epitope-specific monoclonal antibodies. The evolving glycan shield thus represents a new mechanism contributing to HIV-1 persistence in the face of an evolving antibody repertoire.


Proceedings of the National Academy of Sciences of the United States of America | 2008

Identification and characterization of transmitted and early founder virus envelopes in primary HIV-1 infection

Brandon F. Keele; Elena E. Giorgi; Jesus F. Salazar-Gonzalez; Julie M. Decker; Kimmy T. Pham; Maria G. Salazar; Chuanxi Sun; Truman Grayson; Shuyi Wang; Hui Li; Xiping Wei; Chunlai Jiang; Jennifer L. Kirchherr; Feng Gao; Jeffery A. Anderson; Li Hua Ping; Ronald Swanstrom; Georgia D. Tomaras; William A. Blattner; Paul A. Goepfert; J. Michael Kilby; Michael S. Saag; Eric Delwart; Michael P. Busch; Myron S. Cohen; David C. Montefiori; Barton F. Haynes; Brian Gaschen; Gayathri Athreya; Ha Y. Lee

The precise identification of the HIV-1 envelope glycoprotein (Env) responsible for productive clinical infection could be instrumental in elucidating the molecular basis of HIV-1 transmission and in designing effective vaccines. Here, we developed a mathematical model of random viral evolution and, together with phylogenetic tree construction, used it to analyze 3,449 complete env sequences derived by single genome amplification from 102 subjects with acute HIV-1 (clade B) infection. Viral env genes evolving from individual transmitted or founder viruses generally exhibited a Poisson distribution of mutations and star-like phylogeny, which coalesced to an inferred consensus sequence at or near the estimated time of virus transmission. Overall, 78 of 102 subjects had evidence of productive clinical infection by a single virus, and 24 others had evidence of productive clinical infection by a minimum of two to five viruses. Phenotypic analysis of transmitted or early founder Envs revealed a consistent pattern of CCR5 dependence, masking of coreceptor binding regions, and equivalent or modestly enhanced resistance to the fusion inhibitor T1249 and broadly neutralizing antibodies compared with Envs from chronically infected subjects. Low multiplicity infection and limited viral evolution preceding peak viremia suggest a finite window of potential vulnerability of HIV-1 to vaccine-elicited immune responses, although phenotypic properties of transmitted Envs pose a formidable defense.


Journal of Experimental Medicine | 2009

Genetic identity, biological phenotype, and evolutionary pathways of transmitted/founder viruses in acute and early HIV-1 infection.

Jesus F. Salazar-Gonzalez; Maria G. Salazar; Brandon F. Keele; Gerald H. Learn; Elena E. Giorgi; Hui Li; Julie M. Decker; Shuyi Wang; Joshua Baalwa; Matthias H. Kraus; Nicholas F. Parrish; Katharina S. Shaw; M. Brad Guffey; Katharine J. Bar; Katie L. Davis; Christina Ochsenbauer-Jambor; John C. Kappes; Michael S. Saag; Myron S. Cohen; Joseph Mulenga; Cynthia A. Derdeyn; Susan Allen; Eric Hunter; Martin Markowitz; Peter Hraber; Alan S. Perelson; Tanmoy Bhattacharya; Barton F. Haynes; Bette T. Korber; Beatrice H. Hahn

Identification of full-length transmitted HIV-1 genomes could be instrumental in HIV-1 pathogenesis, microbicide, and vaccine research by enabling the direct analysis of those viruses actually responsible for productive clinical infection. We show in 12 acutely infected subjects (9 clade B and 3 clade C) that complete HIV-1 genomes of transmitted/founder viruses can be inferred by single genome amplification and sequencing of plasma virion RNA. This allowed for the molecular cloning and biological analysis of transmitted/founder viruses and a comprehensive genome-wide assessment of the genetic imprint left on the evolving virus quasispecies by a composite of host selection pressures. Transmitted viruses encoded intact canonical genes (gag-pol-vif-vpr-tat-rev-vpu-env-nef) and replicated efficiently in primary human CD4+ T lymphocytes but much less so in monocyte-derived macrophages. Transmitted viruses were CD4 and CCR5 tropic and demonstrated concealment of coreceptor binding surfaces of the envelope bridging sheet and variable loop 3. 2 mo after infection, transmitted/founder viruses in three subjects were nearly completely replaced by viruses differing at two to five highly selected genomic loci; by 12–20 mo, viruses exhibited concentrated mutations at 17–34 discrete locations. These findings reveal viral properties associated with mucosal HIV-1 transmission and a limited set of rapidly evolving adaptive mutations driven primarily, but not exclusively, by early cytotoxic T cell responses.


PLOS Pathogens | 2010

High Multiplicity Infection by HIV-1 in Men Who Have Sex with Men.

Hui-Hui Li; Katharine J. Bar; Shuyi Wang; Julie M. Decker; Yalu Chen; Chuanxi Sun; Jesus F. Salazar-Gonzalez; Maria G. Salazar; Gerald H. Learn; Charity J. Morgan; Joseph E. Schumacher; Peter Hraber; Elena E. Giorgi; Tanmoy Bhattacharya; Bette T. Korber; Alan S. Perelson; Joseph J. Eron; Myron S. Cohen; Charles B. Hicks; Barton F. Haynes; Martin Markowitz; Brandon F. Keele; Beatrice H. Hahn; George M. Shaw

Elucidating virus-host interactions responsible for HIV-1 transmission is important for advancing HIV-1 prevention strategies. To this end, single genome amplification (SGA) and sequencing of HIV-1 within the context of a model of random virus evolution has made possible for the first time an unambiguous identification of transmitted/founder viruses and a precise estimation of their numbers. Here, we applied this approach to HIV-1 env analyses in a cohort of acutely infected men who have sex with men (MSM) and found that a high proportion (10 of 28; 36%) had been productively infected by more than one virus. In subjects with multivariant transmission, the minimum number of transmitted viruses ranged from 2 to 10 with viral recombination leading to rapid and extensive genetic shuffling among virus lineages. A combined analysis of these results, together with recently published findings based on identical SGA methods in largely heterosexual (HSX) cohorts, revealed a significantly higher frequency of multivariant transmission in MSM than in HSX [19 of 50 subjects (38%) versus 34 of 175 subjects (19%); Fishers exact p = 0.008]. To further evaluate the SGA strategy for identifying transmitted/founder viruses, we analyzed 239 overlapping 5′ and 3′ half genome or env-only sequences from plasma viral RNA (vRNA) and blood mononuclear cell DNA in an MSM subject who had a particularly well-documented virus exposure history 3–6 days before symptom onset and 14–17 days before peak plasma viremia (47,600,000 vRNA molecules/ml). All 239 sequences coalesced to a single transmitted/founder virus genome in a time frame consistent with the clinical history, and a molecular clone of this genome encoded replication competent virus in accord with model predictions. Higher multiplicity of HIV-1 infection in MSM compared with HSX is consistent with the demonstrably higher epidemiological risk of virus acquisition in MSM and could indicate a greater challenge for HIV-1 vaccines than previously recognized.


Journal of Experimental Medicine | 2005

Antigenic conservation and immunogenicity of the HIV coreceptor binding site

Julie M. Decker; Frederic Bibollet-Ruche; Xiping Wei; Shuyi Wang; David N. Levy; Wenquan Wang; Eric Delaporte; Martine Peeters; Cynthia A. Derdeyn; Susan Allen; Eric Hunter; Michael S. Saag; James A. Hoxie; Beatrice H. Hahn; Peter D. Kwong; James E. Robinson; George M. Shaw

Immunogenic, broadly reactive epitopes of the HIV-1 envelope glycoprotein could serve as important targets of the adaptive humoral immune response in natural infection and, potentially, as components of an acquired immune deficiency syndrome vaccine. However, variability in exposed epitopes and a combination of highly effective envelope-cloaking strategies have made the identification of such epitopes problematic. Here, we show that the chemokine coreceptor binding site of HIV-1 from clade A, B, C, D, F, G, and H and circulating recombinant form (CRF)01, CRF02, and CRF11, elicits high titers of CD4-induced (CD4i) antibody during natural human infection and that these antibodies bind and neutralize viruses as divergent as HIV-2 in the presence of soluble CD4 (sCD4). 178 out of 189 (94%) HIV-1–infected patients had CD4i antibodies that neutralized sCD4-pretreated HIV-2 in titers (50% inhibitory concentration) as high as 1:143,000. CD4i monoclonal antibodies elicited by HIV-1 infection also neutralized HIV-2 pretreated with sCD4, and polyclonal antibodies from HIV-1–infected humans competed specifically with such monoclonal antibodies for binding. In vivo, variants of HIV-1 with spontaneously exposed coreceptor binding surfaces were detected in human plasma; these viruses were neutralized directly by CD4i antibodies. Despite remarkable evolutionary diversity among primate lentiviruses, functional constraints on receptor binding create opportunities for broad humoral immune recognition, which in turn serves to constrain the viral quasispecies.


PLOS ONE | 2010

Transmission of Single HIV-1 Genomes and Dynamics of Early Immune Escape Revealed by Ultra-Deep Sequencing

Will Fischer; Vitaly V. Ganusov; Elena E. Giorgi; Peter Hraber; Brandon F. Keele; Thomas Leitner; Cliff Han; Cheryl D. Gleasner; Lance D. Green; Chien-Chi Lo; Ambarish Nag; Timothy C. Wallstrom; Shuyi Wang; Andrew J. McMichael; Barton F. Haynes; Beatrice H. Hahn; Alan S. Perelson; Persephone Borrow; George M. Shaw; Tanmoy Bhattacharya; Bette T. Korber

We used ultra-deep sequencing to obtain tens of thousands of HIV-1 sequences from regions targeted by CD8+ T lymphocytes from longitudinal samples from three acutely infected subjects, and modeled viral evolution during the critical first weeks of infection. Previous studies suggested that a single virus established productive infection, but these conclusions were tempered because of limited sampling; now, we have greatly increased our confidence in this observation through modeling the observed earliest sample diversity based on vastly more extensive sampling. Conventional sequencing of HIV-1 from acute/early infection has shown different patterns of escape at different epitopes; we investigated the earliest escapes in exquisite detail. Over 3–6 weeks, ultradeep sequencing revealed that the virus explored an extraordinary array of potential escape routes in the process of evading the earliest CD8 T-lymphocyte responses – using 454 sequencing, we identified over 50 variant forms of each targeted epitope during early immune escape, while only 2–7 variants were detected in the same samples via conventional sequencing. In contrast to the diversity seen within epitopes, non-epitope regions, including the Envelope V3 region, which was sequenced as a control in each subject, displayed very low levels of variation. In early infection, in the regions sequenced, the consensus forms did not have a fitness advantage large enough to trigger reversion to consensus amino acids in the absence of immune pressure. In one subject, a genetic bottleneck was observed, with extensive diversity at the second time point narrowing to two dominant escape forms by the third time point, all within two months of infection. Traces of immune escape were observed in the earliest samples, suggesting that immune pressure is present and effective earlier than previously reported; quantifying the loss rate of the founder virus suggests a direct role for CD8 T-lymphocyte responses in viral containment after peak viremia. Dramatic shifts in the frequencies of epitope variants during the first weeks of infection revealed a complex interplay between viral fitness and immune escape.


Journal of Virology | 2010

Wide Variation in the Multiplicity of HIV-1 Infection among Injection Drug Users

Katharine J. Bar; Hui Li; Annie Chamberland; Cécile Tremblay; Jean-Pierre Routy; Truman Grayson; Chuanxi Sun; Shuyi Wang; Gerald H. Learn; Charity J. Morgan; Joseph E. Schumacher; Barton F. Haynes; Brandon F. Keele; Beatrice H. Hahn; George M. Shaw

ABSTRACT Recent studies indicate that sexual transmission of human immunodeficiency virus type 1 (HIV-1) generally results from productive infection by only one virus, a finding attributable to the mucosal barrier. Surprisingly, a recent study of injection drug users (IDUs) from St. Petersburg, Russia, also found most subjects to be acutely infected by a single virus. Here, we show by single-genome amplification and sequencing in a different IDU cohort that 60% of IDU subjects were infected by more than one virus, including one subject who was acutely infected by at least 16 viruses. Multivariant transmission was more common in IDUs than in heterosexuals (60% versus 19%; odds ratio, 6.14; 95% confidence interval [CI], 1.37 to 31.27; P = 0.008). These findings highlight the diversity in HIV-1 infection risks among different IDU cohorts and the challenges faced by vaccines in protecting against this mode of infection.


PLOS Pathogens | 2012

Early Low-Titer Neutralizing Antibodies Impede HIV-1 Replication and Select for Virus Escape

Katharine J. Bar; Chun-Yen Tsao; Shilpa S. Iyer; Julie M. Decker; Yongping Yang; Mattia Bonsignori; Xi Chen; Kwan-Ki Hwang; David C. Montefiori; Hua-Xin Liao; Peter Hraber; William Fischer; Hui Joyce Li; Shuyi Wang; Sarah Sterrett; Brandon F. Keele; Vitaly V. Ganusov; Alan S. Perelson; Bette T. Korber; Ivelin S. Georgiev; Jason S. McLellan; Jeffrey W. Pavlicek; Feng Gao; Barton F. Haynes; Beatrice H. Hahn; Peter D. Kwong; George M. Shaw

Single genome sequencing of early HIV-1 genomes provides a sensitive, dynamic assessment of virus evolution and insight into the earliest anti-viral immune responses in vivo. By using this approach, together with deep sequencing, site-directed mutagenesis, antibody adsorptions and virus-entry assays, we found evidence in three subjects of neutralizing antibody (Nab) responses as early as 2 weeks post-seroconversion, with Nab titers as low as 1∶20 to 1∶50 (IC50) selecting for virus escape. In each of the subjects, Nabs targeted different regions of the HIV-1 envelope (Env) in a strain-specific, conformationally sensitive manner. In subject CH40, virus escape was first mediated by mutations in the V1 region of the Env, followed by V3. HIV-1 specific monoclonal antibodies from this subject mapped to an immunodominant region at the base of V3 and exhibited neutralizing patterns indistinguishable from polyclonal antibody responses, indicating V1–V3 interactions within the Env trimer. In subject CH77, escape mutations mapped to the V2 region of Env, several of which selected for alterations of glycosylation. And in subject CH58, escape mutations mapped to the Env outer domain. In all three subjects, initial Nab recognition was followed by sequential rounds of virus escape and Nab elicitation, with Nab escape variants exhibiting variable costs to replication fitness. Although delayed in comparison with autologous CD8 T-cell responses, our findings show that Nabs appear earlier in HIV-1 infection than previously recognized, target diverse sites on HIV-1 Env, and impede virus replication at surprisingly low titers. The unexpected in vivo sensitivity of early transmitted/founder virus to Nabs raises the possibility that similarly low concentrations of vaccine-induced Nabs could impair virus acquisition in natural HIV-1 transmission, where the risk of infection is low and the number of viruses responsible for transmission and productive clinical infection is typically one.


PLOS Pathogens | 2011

Recurrent Signature Patterns in HIV-1 B Clade Envelope Glycoproteins Associated with either Early or Chronic Infections

S. Gnanakaran; Tanmoy Bhattacharya; Marcus Daniels; Brandon F. Keele; Peter Hraber; Alan S. Lapedes; Tongye Shen; Brian Gaschen; Mohan Krishnamoorthy; Hui-Hui Li; Julie M. Decker; Jesus F. Salazar-Gonzalez; Shuyi Wang; Chunlai Jiang; Feng Gao; Ronald Swanstrom; Jeffrey A. Anderson; Li-Hua Ping; Myron S. Cohen; Martin Markowitz; Paul A. Goepfert; Michael S. Saag; Joseph J. Eron; Charles B. Hicks; William A. Blattner; Georgia D. Tomaras; Mohammed Asmal; Norman L. Letvin; Peter B. Gilbert; Allan C. deCamp

Here we have identified HIV-1 B clade Envelope (Env) amino acid signatures from early in infection that may be favored at transmission, as well as patterns of recurrent mutation in chronic infection that may reflect common pathways of immune evasion. To accomplish this, we compared thousands of sequences derived by single genome amplification from several hundred individuals that were sampled either early in infection or were chronically infected. Samples were divided at the outset into hypothesis-forming and validation sets, and we used phylogenetically corrected statistical strategies to identify signatures, systematically scanning all of Env. Signatures included single amino acids, glycosylation motifs, and multi-site patterns based on functional or structural groupings of amino acids. We identified signatures near the CCR5 co-receptor-binding region, near the CD4 binding site, and in the signal peptide and cytoplasmic domain, which may influence Env expression and processing. Two signatures patterns associated with transmission were particularly interesting. The first was the most statistically robust signature, located in position 12 in the signal peptide. The second was the loss of an N-linked glycosylation site at positions 413–415; the presence of this site has been recently found to be associated with escape from potent and broad neutralizing antibodies, consistent with enabling a common pathway for immune escape during chronic infection. Its recurrent loss in early infection suggests it may impact fitness at the time of transmission or during early viral expansion. The signature patterns we identified implicate Env expression levels in selection at viral transmission or in early expansion, and suggest that immune evasion patterns that recur in many individuals during chronic infection when antibodies are present can be selected against when the infection is being established prior to the adaptive immune response.


PLOS Pathogens | 2012

Quantifying the Diversification of Hepatitis C Virus (HCV) during Primary Infection: Estimates of the In Vivo Mutation Rate

Ruy M. Ribeiro; Hui Li; Shuyi Wang; Mark B. Stoddard; Gerald H. Learn; Bette T. Korber; Tanmoy Bhattacharya; Jeremie Guedj; Erica H. Parrish; Beatrice H. Hahn; George M. Shaw; Alan S. Perelson

Hepatitis C virus (HCV) is present in the host with multiple variants generated by its error prone RNA-dependent RNA polymerase. Little is known about the initial viral diversification and the viral life cycle processes that influence diversity. We studied the diversification of HCV during acute infection in 17 plasma donors, with frequent sampling early in infection. To analyze these data, we developed a new stochastic model of the HCV life cycle. We found that the accumulation of mutations is surprisingly slow: at 30 days, the viral population on average is still 46% identical to its transmitted viral genome. Fitting the model to the sequence data, we estimate the median in vivo viral mutation rate is 2.5×10−5 mutations per nucleotide per genome replication (range 1.6–6.2×10−5), about 5-fold lower than previous estimates. To confirm these results we analyzed the frequency of stop codons (N = 10) among all possible non-sense mutation targets (M = 898,335), and found a mutation rate of 2.8–3.2×10−5, consistent with the estimate from the dynamical model. The slow accumulation of mutations is consistent with slow turnover of infected cells and replication complexes within infected cells. This slow turnover is also inferred from the viral load kinetics. Our estimated mutation rate, which is similar to that of other RNA viruses (e.g., HIV and influenza), is also compatible with the accumulation of substitutions seen in HCV at the population level. Our model identifies the relevant processes (long-lived cells and slow turnover of replication complexes) and parameters involved in determining the rate of HCV diversification.

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George M. Shaw

University of Pennsylvania

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Beatrice H. Hahn

University of Pennsylvania

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Hui Li

University of Pennsylvania

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Julie M. Decker

University of Alabama at Birmingham

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Gerald H. Learn

University of Pennsylvania

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Tanmoy Bhattacharya

Los Alamos National Laboratory

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Alan S. Perelson

Los Alamos National Laboratory

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Elena E. Giorgi

Los Alamos National Laboratory

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