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HIV-1 envelope, integrins and co-receptor use in mucosal transmission of HIV

Abstract

It is well established that HIV-1 infection typically involves an interaction between the viral envelope protein gp120/41 and the CD4 molecule followed by a second interaction with a chemokine receptor, usually CCR5 or CXCR4. In the early stages of an HIV-1 infection CCR5 using viruses (R5 viruses) predominate. In some viral subtypes there is a propensity to switch to CXCR4 usage (X4 viruses). The receptor switch occurs in ~ 40% of the infected individuals and is associated with faster disease progression. This holds for subtypes B and D, but occurs less frequently in subtypes A and C. There are several hypotheses to explain the preferential transmission of R5 viruses and the mechanisms that lead to switching of co-receptor usage; however, there is no definitive explanation for either. One important consideration regarding transmission is that signaling by R5 gp120 may facilitate transmission of R5 viruses by inducing a permissive environment for HIV replication. In the case of sexual transmission, infection by HIV requires the virus to breach the mucosal barrier to gain access to the immune cell targets that it infects; however, the immediate events that follow HIV exposure at genital mucosal sites are not well understood. Upon transmission, the HIV quasispecies that is replicating in an infected donor contracts through a “genetic bottleneck”, and often infection results from a single infectious event. Many details surrounding this initial infection remain unresolved. In mucosal tissues, CD4+ T cells express high levels of CCR5, and a subset of these CD4+/CCR5high cells express the integrin α4β7, the gut homing receptor. CD4+/CCR5high/ α4β7high T cells are highly susceptible to infection by HIV-1 and are ideal targets for an efficient productive infection at the point of transmission. In this context we have demonstrated that the HIV-1 envelope protein gp120 binds to α4β7 on CD4+ T cells. On CD4+/CCR5high/ α4β7high T cells, α4β7 is closely associated with CD4 and CCR5. Furthermore, α4β7 is ~3 times the size of CD4 on the cell surface, that makes it a prominent receptor for an efficient virus capture. gp120-α4β7 interactions mediate the activation of the adhesion-associated integrin LFA-1. LFA-1 facilitates the formation of virological synapses and cell-to-cell spread of HIV-1. gp120 binding to α4β7 is mediated by a tripeptide located in the V1/V2 domain of gp120. Of note, the V1/V2 domain of gp120 has been linked to variations in transmission fitness among viral isolates raising the intriguing possibility that gp120-α4β7 interactions may be linked to transmission fitness. Although many details remain unresolved, we hypothesize that gp120-α4β7 interactions play an important role in the very early events following sexual transmission of HIV and may have important implication in the design of vaccine strategies for the prevention of acquisition of HIV infection

Introduction

Infection by HIV-1 causes a profound depletion of CD4+ T cells. This depletion eventually leads to the progression of HIV disease ultimately resulting in AIDS. The selective targeting of CD4+ T cells led to the seminal discovery that the CD4 receptor itself is the principal receptor targeted by HIV-1 [1, 2]. To enter and infect a permissive cell, HIV-1 requires CD4 [1, 2] and the chemokine coreceptors CCR5 or CXCR4 [3, 4]. The chemokine receptor CCR5 is the predominant fusion cofactor for most transmitted HIV-1 strains [5].

Gp120 exhibits a specific affinity for integrin α4β7

In the acute phase of infection after viral replication reaches high levels HIV-1 (in the case of humans) and SIV (in the case of non-human primates) destroy the majority of CD4+ T cells in draining lymphoid tissue, particularly gut-associated lymphoid tissue (GALT) [68]. This structural and functional damage is accompanied by nonspecific systemic immune activation and cell death [9, 10] and many events surrounding HIV-1 replication in GALT have been elucidated [1113]. Recently, we raised a new set of questions related to acute infection when we demonstrated that some HIV-1 isolates bind to and signal through integrin α4β7[14], the gut homing receptor.

α4β7 facilitates the migration of lymphocytes from gut inductive sites (Peyer’s patches and mesenteric lymph nodes) to the lamina propria [15]. These sites within GALT play central roles in the initial phases of infection following sexual transmission. α4β7+/CD4+ T cells have also been detected in genital mucosa [1619], where CD4+ T cells are initially infected at the time of HIV transmission [6]. In this respect α4β7 provides a link between the earliest site of infection and gut inductive sites. Viruses isolated from acutely infected individuals replicate primarily in CD4+ T cells [20]. At the portal of infection in the female genital tract, i.e.vaginal, ecto- and endo-cervical tissues, CD4+ T-cells are dispersed within a few focal aggregates [21]. The early foci of infected CD4+ T cells are formed shortly after transmission and appear as small clusters of infected founder populations [22]. Within days, infected cells migrate from the genital mucosa to Peyer’s patches and mesenteric lymph nodes where high-level HIV replication occurs [6, 23]. It is clear that α4β7 is functionally linked to each of the sites involved in the earliest phases of acute infection.

Unlike the HIV-1 entry receptors (CD4 and CCR5), α4β7 is not required for viral replication in vitro. Yet, the explicit linkage between α4β7, Peyer’s patches, mesenteric lymph nodes, lamina propria and the earliest phases of acute infection, suggests that gp120-α4β7 interactions play an important role at an early point in HIV infection in vivo. Supporting this proposition, α4β7 reactivity is conserved across gp120s from the four major HIV-1 subtypes. gp120 binding to α4β7 is mediated by a conserved tripeptide in the V2-loop. This tripeptide mimics a related tripeptide encoded by the natural ligands of α4β7[24]. This structural mimicry, along with the high degree of conservation across subtypes, implies that binding to α4β7 confers a replication advantage to HIV-1. A detailed understanding of the events surrounding transmission provide important clues as to how HIV-1 is utilizing α4β7 during the earliest days of infection in a new host.

Numerous barriers reduce the efficiency of mucosal transmission. Studies of couples discordant for HIV infection have demonstrated that heterosexual transmission is very inefficient since multiple exposures typically precede successful transmission [25, 26]. Given that sexual transmission is inefficient, and our determination that α4β7 CD4+ T cells are highly susceptible to productive infection [16] it is reasonable to assume that the ability of a virus to bind to α4β7 may be particularly relevant at an early stage of infection. Because different isolates of HIV-1 vary greatly in their α4β7 reactivity it is possible that viral isolates that exhibit optimal α4β7 reactivity are able to establish infection more efficiently. Specifically, the affinity of gp120 for α4β7 provides a mechanism for HIV-1 to target a subset of CD4+ T cells that are highly susceptible to infection. Such an activity may be particularly critical during transmission.

α4β7 and CCR5 are coexpressed on a CD4+ T-cell subset that is highly susceptible to infection, which may favor the transmission of R5 viruses

α4β7 is upregulated on activated CD4+ T cells localized within mucosal tissues that are highly relevant to HIV-1 pathogenesis: Peyer’s patches, mesenteric lymph nodes, lamina propria, and genital mucosa [15, 16, 19, 27, 28]. These cells also express high levels of CCR5, and therefore represent an ideal target population for productive infection. On these cells α4β7 is closely associated with both CD4, the HIV-1 entry receptor [16] (Fig. 1) and CCR5, the predominant fusion coreceptor. Of note, these cells express relatively low levels of CXCR4 [16]. Transmission of R5 viruses is strongly favored over X4 viruses; however, the underlying basis for the selection of R5 viruses is unknown. The marked coexpression of CCR5 and α4β7 along with the close physical association of these two surface markers with CD4, on cells that are highly susceptible to productive infection, may provide at least in part an explanation for the strong bias toward R5 virus transmission across mucosal surfaces. It is important to note that, despite the high level expression of CCR5 on this cellular subset, CCR5 is effectively hidden from HIV-1 before engaging the CD4 receptor. In contrast, α4β7 is a prominent receptor (~3 times the size of CD4) (Fig 2) that gp120 can engage independently of CD4 [14, 16]. Unlike CD4, which is expressed uniformly on both resting and activated CD4+ T cells, α4β7 is expressed at high levels primarily on activated cells. In this manner α4β7 provides a structural mechanism for HIV-1 to target activated cells that express high levels of CCR5. Of note, analysis of subtype C gp120s derived from early transmitted isolates indicates that these gp120s require high levels of CCR5 and CD4 [29]. Thus, the structural prominence of α4β7 and its CD4-independent engagement of gp120, combined with its selective expression on metabolically activated [16] CCR5high CD4+ T cells provides a rational basis for the HIV-1 envelope to have evolved a specific affinity for α4β7.

Figure 1
figure 1

On gut α 4 β 7 high CD4+ T cells α 4 β 7 colocalizes with CD4 and CCR5. Freshly isolated gut cells obtained from biopsies taken from healthy donors were stained with the α4β7 mAb Act-1 (red), the CD4 mAb OKT4 (purple), and the CCR5 mAb 2D7 (green) and viewed under a confocal microscope. Unstained and individual stains of a representative cell are presented along with digitally defined regions of colocalization between α4β7 and CD4 (yellow) and α4β7, CD4 and CCR5 (blue). This cell is representative of greater that 60 cells analyzed from four donors.

Figure 2
figure 2

A schematic depicting approximate sizes of α4β7, CD4, and a gp160 trimer.

Of note, dendritic cells may play an important role in the selective transmission of R5 viral isolates via DC-T cells interaction as demonstrated in vitro[30, 31]. At genital mucosa it is possible that antigen-specific T cells responses that involve DCs interacting with α4β7+ CD4+ T cells promote infection of those CD4+ T cells. In this regard it is noteworthy that the antigen-specific response to certain sexually transmitted diseases (STDs) involves α4β7+ CD4+ T cells [17, 19]. Because the great majority of α4β7+ CD4+ T cells in the genital mucosa express high levels of CCR5 it is reasonable to envision that, in the contest of a STD-induced immune response, DC-T cell interactions in the genital mucosa may promote infection of CD4+ T-cells by R5 viruses.

Signaling mediated by gp120

α4β7 is closely associated with CD4, the HIV-1 entry receptor, on CD4+ T cells in GALT. The interaction between gp120 and α4β7 triggers a signal, that is not yet fully defined [14, 16]; however, it has been reported that the gp120-mediated signal transduction in several cellular subsets impacts viral replication. In this regard, a number of reports conclude that HIV-1 gp120 mediates signals that facilitate viral replication [3236]. In this regard, HIV-1 gp120 is a unique ligand that can mediate signals in a near simultaneous manner through CD4, a chemokine receptor and α4β7. The first gp120-mediated signal to be reported involved a protein tyrosine kinase. In response to gp120 treatment, CD4+ T-cells rapidly phosphorylate p56lck, which then dissociates from the cytoplasmic domain of CD4 [37]. The identification of chemokine receptors as HIV coreceptors opened up new questions regarding the role of chemokine receptor signaling in viral infection and pathogenesis [3, 4, 38]. gp120 was shown to trigger rapid calcium fluxes by engaging CCR5 [39]. There is some evidence suggesting that the differential capacity of genetically distinct gp120s to signal correlates with their capacity to facilitate replication [32]. HIV-1 gp120 induces phosphorylation of several proteins, many involved in cytoskeleton rearrangement, including Pyk2 [40] and FAK [41]. Binding of gp120 to both CCR5 and CXCR4, activates several intracellular signaling cascades, mimicking the natural ligands of the chemokine receptors. HIV-1 gp120 has also been shown to trigger signaling in resting cells. In resting cells gp120 mediates the nuclear translocation of the transcription factor NFAT that can enhance viral transcription by binding to NFAT recognition sites on the HIV long terminal repeat (LTR) [33]. gp120 can mediate chemotaxis, actin cytoskeleton rearrangement [42] and the activation of an actin depolymerization factor, cofilin, in resting cells [43]. The density of cell surface CCR5 determines post-entry efficiency of replication of an R5 virus [44] and in unstimulated primary T cells, CCR5 signaling supports HIV-1 infection [45]. Moreover, gp120-CCR5 signaling can induce a distinct gene expression profile in primary cells and a signaling cascade, associated with cellular activation, that favors viral replication in non-proliferating target cells [33, 34]. As noted above, R5 viruses dominate the early stages of infection, largely infecting activated memory CD4+ T cells in the draining lymphoid tissue, particularly the GALT [6, 4648]. Both activated and “ostensibly resting” CD4+ T cells are involved in the early stages of infection in the GALT [6]. The capacity of gp120 to trigger signals that promote viral replication in both activated and resting cells, may facilitate infection. This activity may be particularly important during mucosal transmission. Studies of transmission in an SIV macaque model [6, 47, 49] indicate that the first cells infected are not fully activated. It is in these cells that gp120 signals may provide the necessary metabolic stimulus to achieve productive infection. Although our knowledge of gp120-α4β7 signaling is incomplete, we can speculate that it is in this setting that gp120-α4β7 signal transduction may play an important role and may be a major factor in the transmission of HIV at the mucosal surface.

Virological synapse

HTLV-1 was the first retrovirus shown to spread through structures termed virological synapses (VS) [50]. It is now recognized that HIV-1 also spreads efficiently between T-lymphocytes across VS [5156]. A VS is closely related in structure to an immunological synapse (IS) that is formed between an antigen presenting cells and T cells, an event that precedes T cell activation. Both IS and VS formation involves the dynamic movement of receptors at the membrane interface, leading to the formation of a signalosome [57]. Both the IS and the VS involve polarized structures that depend on adhesion molecules and cytoskeleton remodeling. VS allow efficient transfer of viral proteins from an infected cell to an uninfected target cell [50, 52, 55, 56]. The formation of VS serves to promote a fast and potent signaling cascade of phosphorylation events, Ca++ flux and the activation of several genes. There occurs a significant active remodeling of the actin cytoskeleton that facilitates lateral mobility of receptors on the membrane. Moreover, local actin remodeling stabilizes cell-cell contacts and promotes efficient signal transmission [5860]. Analogous mechanisms are likely at work in productive HIV-1 spread between CD4+ T-cells [61]. The similarity between the HIV-1 envelope-mediated signaling events and the signaling involved in the IS formation is remarkable [57]. However, despite similarities to IS, gp120-induced signaling mediates distinct membrane-proximal events that cause only a partial activation of canonical TCR signals [62, 63]. It is therefore clear that the synapse mediated by HIV-1 uses some, but not all of the components of a classical IS.

Several reports are in agreement that HIV-1 transmission in T-lymphocytes cultures occurs predominantly through cell-cell spread with an estimated efficiency 100-1000 times greater than cell free virus replication [51, 55, 6466]. The formation of an HIV-1 VS is facilitated by the interaction of envelope with CD4 and the chemokine coreceptor [52, 53]. Integral to HIV-1 VS are adhesion molecules including LFA-1 and its ligand ICAM. Of note, gp120-α4β7 interactions mediate a rapid activation of LFA-1 [14] (Fig. 3a, 3b, 3c). It is important to emphasize that cell-to-cell spread of HIV through VS is far more efficient than cell free infection, and likely to be an important means of viral replication in vivo.

Figure 3
figure 3

A schematic depicting the formation of a Virological Synapse (VS) upon engagement of α 4 β 7 by HIV-1 envelope. An HIV-1 infected cell encounters a highly susceptible target cell expressing high levels of α4β7 (panel a). HIV-1 envelope on the surface of the infected cell binds to α4β7 on the target cell and activates the downstream integrin LFA-1 (panel b). LFA-1 binds to its ligand ICAM-1 (panel c) and stabilizes a VS.

HIV-1 envelope structure

The gp120 envelope glycoprotein of the HIV-1 promotes virus entry by sequentially binding CD4 and chemokine receptors on the target cell. Primary clinical HIV-1 isolates require an initial interaction with CD4 that induces conformation changes which allow gp120 to bind the CCR5 chemokine receptor in an efficient way. HIV-1 gp120 is composed of 5 variable regions (V1 to V5), and 5 constant regions (C1 to C5) that are generally similar among different viral isolates. Among the variable regions, disulfide bridges form the V1/V2 loop domain that joins the V1 and V2 loops. The other variable regions (V3, V4, V5) form independent loops in gp120 [67]. Advances in our understanding of the structure and function of the variable and constant regions of gp120 may provide insight into the design of a subunit immunogen for an HIV vaccine [68].

The envelope is in a non-covalently associated trimer of gp120/gp41 heterodimers. After gp120 binds CD4 it undergoes an extensive conformational change that rearranges both the gp120 core and the variable loops. Among the better-defined conformational changes are those involving the V3 loop [67]. Upon CD4 binding, the V3 loop is exposed and engages the coreceptor (CCR5 or CXCR4), which then mediates membrane fusion. A region of gp120 termed the ”bridging sheet” also interacts directly with the amino terminus of the coreceptor. The HIV envelope structure exhibits a plastic character and the variable loops contribute to this flexibility [69, 70]. The V1/V2 loop is generally exposed on the envelope and is highly immunogenic. Of note, it is one of the first targets of the early immune response, and anti-V1/V2 Abs often have strong neutralizing activity against autologous virus at a relatively early time point after infection [7174].

Several crystal structures of the core fragment of gp120 have been solved [7578], many of which are missing the more flexible elements such as V1/V2, V3 loop, N- and C-terminal peptides as well as all of the post-translationally added carbohydrates [7578]. HIV-1 gp120 structures were originally determined in complex with the D1D2 fragment of CD4 [77] or CD4 mimics [79], whereas one SIV gp120 structure was solved in an unliganded state [75]. Modeling on the crystal structure of a gp120 core suggests that the V3 loop is partially occluded by the V1/V2 loop when gp120 is in an unliganded state [75]. Despite dramatic antigenic differences between primary and laboratory-adapted HIV-1, key structural features of their gp120 cores are remarkably similar.

HIV-1 neutralization resistance is promoted by quaternary interactions involving the major variable loops. There is increasing evidence that sequence variation in the V1/V2 loop, and to a lesser extent V4 and V5 loops mediates neutralization resistance [69, 74, 8082]. This variation occurs without serious detriment to the envelope core structure [76]. It has been reported that sequence variation in the V1/V2 loop plays an important role in viral tropism and in the regulation of cell entry [8386]. Both the structure and function of the V1/V2 loop domain is poorly understood. However, in HIV subtypes A and C there exists a potential link between V1/V2 loop glycosylation, length and virus transmission [73, 74, 80, 82, 8789]. In some studies, sequence analysis of gp120s derived from transmission pairs suggests that early-replicating isolates encode a “transmission signature” that includes sequences within the V1/V2 loop. This holds for both vertical and sexual transmission [74, 88, 90]. The first biological function assigned to the V1/V2 loop is the ability to bind to the integrin α4β7on the surface of CD4+ T cells [14].

V1/V2 loop and transmission

Upon transmission across mucosal surfaces, the HIV quasispecies replicating in an infected donor contracts through a “genetic bottleneck” in the recipient, and often infection results from a single infectious event [89]. In some studies this genetic bottleneck does not appear to be random, but rather involves a bias toward the transmission of viruses encoding common genotypic characteristics. In HIV subtypes A and C the genetic signature of these founder/early transmitting viruses has been mapped primarily to the V1/V2 loop, with additional sites in C3 and V4. The two features that are most consistently overrepresented in early transmitting viruses are compact/shorter V1/V2s with reduced numbers of N-linked glycosylation sites relative to the quasispecies replicating in the plasma of donors at the time of transmission [73, 74, 80, 82, 8789]. It has been suggested that these features increase, in some unknown manner, the transmission fitness of founder viruses [82, 90]. Over time these genotypic features are diluted as the quasispecies heterogeneity increases [20, 74, 81, 88, 90]. Many questions surrounding the transmission bottleneck remain unanswered. In particular, there is no clear explanation as to how viruses encoding shortened V1/V2s with fewer N-linked glycosylation sites possess increased transmission fitness. In addition it is unclear why such features are found in some cohorts, but not others. Finally, it is unclear whether the genotypic signature of early transmitting viruses is similar in all viral subtypes and whether these patterns hold in all modes of transmission.

It is noteworthy that the genotypic signature of founder/early transmitting viruses maps to the V1/V2 loop that also includes a key binding site for α4β7[14].

To the extent that α4β7-reactivity facilitates infection, optimal α4β7 binding may, under certain conditions, facilitate transmission. Transmission is a critical point at which the virion must productively infect susceptible target cells. Once this occurs, active replication foci are established. This scenario has been termed the “broadcast” model of transmission [6, 49]. The productive infection of susceptible target cells is a critical step. At this point in transmission, failure to infect highly susceptible cells will likely lead to an abortive transmission. The very first step in infection is the engagement of cell surface receptors by virion associated envelope spikes. If contact occurs with a susceptible target cell, a cascade of signals is triggered and a productive infection is initiated. Although many details remain unknown, it is reasonable to speculate that virions (or envelope spikes on infected cells) are likely to first engage α4β7 and subsequently engage CD4. α4β7 resides in close proximity to CD4 on the surface of a T cell (Fig.1); however, it is structurally more prominent, rising three times higher of the surface of the cell than does CD4 (Fig. 2). The gp120 V2-loop, which mediates binding to α4β7, is positioned near the apex of an envelope spike [91]. In this way both α4β7 and its binding epitope on a virion spike are well positioned for the initial engagement between the virion and the target CD4+ T cell.

HIV-1 Neutralizing antibody-responses target the gp120 V1V2 loop

In general the neutralizing antibody responses to HIV-1 in vivo are of limited breadth [92]. This is particularly true for the V1/V2 loop. Autologous neutralizing antibodies against V1/V2 are frequently detected within months following infection [69, 71, 73, 74, 80, 81]. Such responses, in many cases are potent and exert pressure on the envelope of HIV. However, the structural flexibility of V1/V2 facilitates rapid neutralization escape. A limited number of human broadly neutralizing mAbs have been isolated [93]. All of these well-characterized broadly neutralizing mAbs target the HIV-1 envelope. An extensive analysis of these antibodies, including their crystal structures has provided important information. All of these mAbs exhibit unusual structural characteristics. Recently, two broadly neutralizing mAbs, PG9 and PG16, specific to the V1/V2 loop have been identified [94]. The identification of the two mAbs, that target conserved residues embedded within the variable loops suggest that variable loops can be considered as potential targets for a gp120-based vaccine immunogen [94, 95].

Conclusion

In natural infection the HIV-1 envelope protein is the primary target of neutralizing antibodies [67, 96]. For this reason HIV-1 gp120 has been a central focus of efforts to develop subunit vaccine immunogens that can elicit neutralizing antibodies. The receptor binding epitopes on gp120 are conserved, and antibodies directed against these sites neutralize HIV-1, making receptor binding sites attractive targets in the context of an immunogen. These efforts have proven to be difficult because the viral envelope uses multiple mechanisms to evade and escape neutralizing responses. The envelope protein is hyper-variable in sequence, both within a patient and across each of the major clades. In addition the envelope encodes a shifting pattern of glycosylation. Finally, the flexibility of the variable loops results in conformational masking of conserved epitopes. In particular, the CD4 binding site on gp120, which is structurally conserved, is masked by glycans and variable loops. Thus, efforts to develop an immunogen capable of eliciting broadly cross-reactive Abs against the CD4 binding site have thus far been unsuccessful.

Unlike the CD4 binding site that the HIV envelope “hides” from antibodies, the α4β7 binding site in the gp120 V1/V2-loop is likely to be accessible, and immunogenic [70]. Moreover anti V1/V2-loop Ab responses are able to neutralize autologous virus [70, 73, 74, 97]. The challenge presented by V1/V2 is that the predominant neutralizing responses against this domain are type-specific. V1/V2 readily escapes these responses through genetic drift and selection. What remains to be determined is whether conserved neutralizing epitopes can be identified and used to develop an effective immunogen. The potential utilization of α4β7 on susceptible CD4+ T cell targets by early-transmitting gp120s may hold important clues in this regard.

In conclusion, the specific affinity of gp120 for α4β7 may play a critical role in the infection of CD4+ T cells in mucosal tissues. α4β7 is not required for infection, but appears to increase the efficiency of infection. Moreover, α4β7 is closely associated with CD4 on a subset of CD4+ T cells that express high levels of CCR5 and are highly susceptible to infection. Signals delivered by gp120 through all three receptors have the capacity to promote productive infection. These observations suggest that gp120 engagement of α4β7 facilitates infection of CD4+ T cells in the earliest stages of transmission. In future studies it will be important to determine if antibody responses directed against the V1/V2 region of gp120 can contribute to a protective immune response. In this regard further understanding the structural and functional interactions between V1/V2 and α4β7 may provide important information for the design of gp120 subunit vaccines.

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Acknowledgements

This article has been published as part of Journal of Translational Medicine Volume 9 Supplement 1, 2011: Differential use of CCR5 vs. CSCR4 by HIV-1. Pathogenic, Translational and Clinical Open Questions. The full contents of the supplement are available online at http://www.translational-medicine.com/supplements/9/S1.

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Cicala, C., Arthos, J. & Fauci, A.S. HIV-1 envelope, integrins and co-receptor use in mucosal transmission of HIV. J Transl Med 9 (Suppl 1), S2 (2011). https://doi.org/10.1186/1479-5876-9-S1-S2

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