Epstein-Barr Virus Uses Different Complexes of Glycoproteins gH and gL To Infect B Lymphocytes and Epithelial Cells

The Epstein-Barr virus (EBV) gH-gL complex includes a third glycoprotein, gp42. gp42 binds to HLA class II on the surfaces of B lymphocytes, and this interaction is essential for infection of the B cell. We report here that, in contrast, gp42 is dispensable for infection of epithelial cell line SVKCR2. A soluble form of gp42, gp42.Fc, can, however, inhibit infection of both cell types. Soluble gp42 can interact with EBV gH and gL and can rescue the ability of virus lacking gp42 to transform B cells, suggesting that a gH-gL-gp42.Fc complex can be formed by extrinsic addition of the soluble protein. Truncated forms of gp42.Fc that retain the ability to bind HLA class II but that cannot interact with gH and gL still inhibit B-cell infection by wild-type virus but cannot inhibit infection of SVKCR2 cells or rescue the ability of recombinant gp42-negative virus to transform B cells. An analysis of wild-type virions indicates the presence of more gH and gL than gp42. To explain these results, we describe a model in which wild-type EBV virions are proposed to contain two types of gH-gL complexes, one that includes gp42 and one that does not. We further propose that these two forms of the complex have mutually exclusive abilities to mediate the infection of B cells and epithelial cells. Conversion of one to the other concurrently alters the ability of virus to infect each cell type. The model also suggests that epithelial cells may express a molecule that serves the same cofactor function for this cell type as HLA class II does for B cells and that the gH-gL complex interacts directly with this putative epithelial cofactor.All herpesviruses examined to date encode a complex of two glycoproteins, gH and gL, that appear to be necessary, if not sufficient, for virus penetration. Glycoprotein gH is generally thought to be the major player in virus cell fusion (5, 6, 8, 14, 20, 25, 26), while the role of gL is to serve as a chaperone, essential for folding and transport of functional gH (3, 11, 13, 20, 21, 28, 29). The Epstein-Barr virus (EBV) gH-gL complex follows this pattern. Glycoprotein gp85, the gH homolog, is retained in the endoplasmic reticulum in the absence of gp25, the EBV gL (38), and virosomes made from EBV proteins depleted of the gH-gL complex bind to cells but fail to fuse (9). The EBV gH-gL complex, however, includes a third glycoprotein, gp42, which is the product of the BZLF2 open reading frame (ORF) (18). This third component has also proven to be essential for penetration of the major target cell of EBV, the B lymphocyte. Several lines of evidence indicate that gp42 is a ligand for HLA class II and, further, that HLA class II functions as a cell surface cofactor for EBV entry into this cell type. Glycoprotein gp42 interacts with the β₁ domain of HLA class II protein HLA-DR (30), and a monoclonal antibody (MAb) to gp42 called F-2-1 interferes with this interaction (17). MAb F-2-1 has no effect on EBV attachment via glycoprotein gp350/220 to its primary receptor, complement receptor type 2 (CR2; CD21) but inhibits the fusion of the virus with the B-cell membrane (22). Similarly, a MAb to HLA-DR or a soluble form of gp42 blocks B-cell transformation. Finally, B-cell lines which lack expression of HLA class II are not susceptible to superinfection with EBV unless expression of class II is restored (17). Most recently, we derived a recombinant virus with gp42 expression deleted and confirmed that loss of the glycoprotein resulted in a virus that attached to the B-cell surface but that failed to penetrate unless it was treated with the fusogenic agent polyethylene glycol (36).Although most is known about the early interactions of EBV with B lymphocytes in vitro since these cells are readily available and easy to culture, infection is not restricted to this cell type in vivo. During our initial analysis of the biology of gp42 we had therefore examined its potential role in infection of a then newly derived model epithelial cell line, SVKCR2. SVKCR2 cells are transformed with simian virus 40 and stably transfected with B-cell receptor CR2 (19). They are poorly infectable with many strains of EBV, but in excess of 30% of the cells can be infected with the Akata strain of virus as judged by the expression of EBV latent protein EBNA 1 (18, 19). We found that MAb F-2-1 had no effect on the infection of SVKCR2 cells. At the same time, a second MAb, E1D1, which reacts with an epitope that can be formed by the coexpression of gH and gL in the absence of gp42, neutralized infection of SVKCR2 cells, but had no effect on the infection of lymphocytes. These data strongly suggested that the involvement of the gH-gL complex in the internalization of virus into the two cell types was different. We hypothesized that just as EBV has evolved a glycoprotein, gp350/220, which is uniquely adapted for attachment to B lymphocytes, so it has evolved a second glycoprotein, gp42, uniquely adapted for penetration into the same cell type (18). The implication was that gp42 might be dispensable for infection of epithelial cells.Since we made our initial observations with SVKCR2 cells, several novel reagents, including the Akata strain virus with the expression of gp42 deleted, have become available. The recent insights into the role of HLA class II in B-cell infection also provided new impetus to reexamine the involvement of the gH-gL complex in epithelial cell infection. We report here that gp42 is not required for infection of SVKCR2 cells despite the fact that the soluble form of the protein that inhibits B-cell infection can also neutralize infection of SVKCR2 cells. To explain these apparently anomalous results, we describe a model which proposes that wild-type EBV virions contain two types of gH-gL complexes, one that includes gp42 and one that does not. We further propose that the tripartite “B-cell complexes” are not functional for infection of epithelial cells, just as the bipartite “epithelial cell complexes” are unable to mediate infection of the B lymphocyte.     

Cleavage and Secretion of Epstein-Barr Virus Glycoprotein 42 Promote Membrane Fusion with B Lymphocytes

Epstein-Barr virus (EBV) membrane glycoprotein 42 (gp42) is required for viral entry into B lymphocytes through binding to human leukocyte antigen (HLA) class II on the B-cell surface. EBV gp42 plays multiple roles during infection, including acting as a coreceptor for viral entry into B cells, binding to EBV glycoprotein H (gH) and gL during the process of membrane fusion, and blocking T-cell recognition of HLA class II-peptide complexes through steric hindrance. EBV gp42 occurs in two forms in infected cells, a full-length membrane-bound form and a soluble form generated by proteolytic cleavage that is secreted from infected cells due to loss of the N-terminal transmembrane domain. Both the full-length and the secreted gp42 forms bind to gH/gL and HLA class II, and the functional significance of gp42 cleavage is currently unclear. We found that in a virus-free cell-cell fusion assay, enhanced secretion of gp42 promoted fusion with B lymphocytes, and mutation of the site of gp42 cleavage inhibited membrane fusion activity. The site of gp42 cleavage was found to be physically distinct from the residues of gp42 necessary for binding to gH/gL. These results suggest that cleavage and secretion of gp42 are necessary for the process of membrane fusion with B lymphocytes, providing the first indicated functional difference between full-length and cleaved, secreted gp42.Epstein-Barr virus (EBV) is a large DNA virus belonging to the human gammaherpesvirus subfamily. EBV is orally transmitted through saliva and persists for the lifetime of its human host, establishing a latency reservoir in B lymphocytes with intermittent viral reactivation (1, 27). More than 90% of the world''s adult population is infected with EBV, although in healthy individuals, viral reactivation from latency is quickly controlled by the immune system. During primary infection and viral reactivation from latency, EBV infects epithelial cells as well as B lymphocytes (27). Primary infection with EBV can lead to development of infectious mononucleosis, and EBV has also been strongly associated with a number of human malignancies of epithelial and B-cell origin, including Burkitt''s lymphoma and nasopharyngeal carcinoma (4, 9, 10, 33, 36).EBV encodes a number of membrane glycoproteins important in a variety of viral processes, including entry of the virus into target host cells and virus-induced cell-cell fusion. The membrane glycoproteins necessary for fusion with both epithelial and B cells are glycoprotein B (gB), gH, and gL, and together, they form the core virus fusion machinery (7, 20, 24, 29). In addition to these glycoproteins, glycoprotein 42 (gp42) has been shown to play an essential role in membrane fusion with B cells (7, 18, 20). Attachment of EBV virions to B cells occurs through binding of the main envelope protein gp350/220 to CD21 (also known as complement receptor type 2) (5, 23, 34). This interaction enhances the efficiency of EBV infection of B cells but is not required for viral entry (12, 30). Antibodies to gp350/220 inhibit EBV infection of B cells but enhance infection of epithelial cells, possibly by facilitating the access of other viral glycoproteins to the epithelial cell membrane (35). Virus-cell membrane fusion is subsequently triggered by binding of gp42 to human leukocyte antigen (HLA) class II on the B-cell surface (6, 8, 11, 17, 31). Interestingly, gp42 appears to function as a switch of cellular tropism between epithelial and B cells. The presence of gp42 in the viral envelope is necessary for infection of B lymphocytes, and virions that are low in gp42 are better able to infect HLA class II-negative epithelial cells (3). Aside from its role in membrane fusion, gp42 plays a significant role in evasion of the host immune system. Gp42 binds to HLA class II-peptide complexes in infected cells, sterically hindering T-cell recognition of the complex by the T-cell receptor (25). This inhibition may allow EBV to delay detection by the host immune system.Two different mature forms of gp42 are produced by EBV-positive B lymphocytes in the lytic cycle (26). The first form is a full-length type II membrane protein, and the second is a truncated soluble form (s-gp42) (26). s-gp42 is generated by posttranslational cleavage (most likely mediated by a cellular protease resident in the endoplasmic reticulum) and is secreted (26). Both forms of gp42 associate with HLA class II intracellularly, and both inhibit HLA class II-restricted antigen presentation to T cells (26). Both forms of gp42 produced by EBV-positive B cells in the lytic cycle were found to be present in gH-gL-gp42 complexes, indicating that s-gp42 retains the ability to bind gH/gL (26). The physiological significance of s-gp42 is currently unclear, but this form has been suggested to function in infection and immune evasion, blocking EBV entry receptors on lytically infected B cells to prevent reinfection and neutralizing gp42-specific antibodies following its secretion from infected cells (26).Both forms of gp42 have been examined for their functions in mediating evasion from T-cell immunity through binding to HLA class II complexes (26), but the functions of the two forms of the protein in membrane fusion are unknown. To examine how each form of gp42 functions during membrane fusion, we have assayed the effect of gp42 cleavage site mutation on this process. Also, to distinguish residues important for gp42 cleavage from those necessary for association with gH/gL, we have constructed a number of fully secreted gp42 truncation mutants and examined their interaction with gH/gL and their ability to mediate fusion. Mutation or deletion of the gp42 cleavage site inhibited or eliminated cleavage of the protein, which had a direct effect on gp42 function in membrane fusion. An assay of N-terminal truncations of gp42 indicated that the region of gp42 necessary for cleavage was physically distinct from the region of gp42 necessary for association with gH/gL. We show that membrane association of gp42 has an inhibitory effect on gp42 function in membrane fusion and that increased secretion of gp42 stimulates membrane fusion in vitro. Cleavage of gp42 may be necessary for EBV gp42 to assume a functional position, interaction, or conformation for participation in membrane fusion.     

Origin and Rapid Evolution of a Novel Murine Erythroleukemia Virus of the Spleen Focus-Forming Virus Family

The Friend spleen focus-forming virus (SFFV) env gene encodes a glycoprotein with apparent M_r of 55,000 that binds to erythropoietin receptors (EpoR) to stimulate erythroblastosis. A retroviral vector that does not encode any Env glycoprotein was packaged into retroviral particles and was coinjected into mice in the presence of a nonpathogenic helper virus. Although most mice remained healthy, one mouse developed splenomegaly and polycythemia at 67 days; the virus from this mouse reproducibly caused the same symptoms in secondary recipients by 2 to 3 weeks postinfection. This disease, which was characterized by extramedullary erythropoietin-independent erythropoiesis in the spleens and livers, was also reproduced in long-term bone marrow cultures. Viruses from the diseased primary mouse and from secondary recipients converted an erythropoietin-dependent cell line (BaF3/EpoR) into factor-independent derivatives but had no effect on the interleukin-3-dependent parental BaF3 cells. Most of these factor-independent cell clones contained a major Env-related glycoprotein with an M_r of 60,000. During further in vivo passaging, a virus that encodes an M_r-55,000 glycoprotein became predominant. Sequence analysis indicated that the ultimate virus is a new SFFV that encodes a glycoprotein of 410 amino acids with the hallmark features of classical gp55s. Our results suggest that SFFV-related viruses can form in mice by recombination of retroviruses with genomic and helper virus sequences and that these novel viruses then evolve to become increasingly pathogenic.The independently isolated Friend and Rauscher erythroleukemia viruses (18, 48) are complexes of a replication competent murine leukemia virus (MuLV) and a replication-defective spleen focus-forming virus (SFFV) (39, 42, 47). The SFFVs encode Env glycoproteins (gp55) that are inefficiently processed to form larger cell surface derivatives (gp55^p) (19). The gp55 binds to erythropoietin receptors (EpoR) to cause erythroblast proliferation and splenomegaly in susceptible mice. Evidence has suggested that the critical mitogenic interaction occurs exclusively on cell surfaces (7, 16).SFFVs are structurally closely related to mink cell focus-inducing viruses (MCFs) (2, 5, 10, 50), a class of replication-competent murine retroviruses that has a broad host range termed polytropic (15, 21). Although MCFs are not inherited as replication-competent intact proviruses, the mouse genome contains numerous dispersed polytropic env gene sequences (8, 17, 27). MCFs apparently readily form de novo by recombination when ecotropic host range MuLVs replicate in mice (14, 15, 26, 43). MCF env genes typically are hybrid recombinants that contain a 5′ polytropic-specific region and a 3′ ecotropic-specific portion (26). They encode a gPr90 Env glycoprotein that is cleaved by partial proteolysis to form the products gp70 surface (SU) glycoprotein plus p15E transmembrane (TM) protein (32, 39, 47). In addition, MCFs often differ from ecotropic MuLVs in their long terminal repeat (LTR) sequences (8, 20, 26, 28, 29, 45).Based on their sequences, SFFVs could have derived from MCFs by a 585-base deletion and by a single-base addition in the ecotropic-specific portion of the env gene (10). Evidence suggests that both the 585-bp deletion and the frameshift mutation probably contribute to SFFV pathogenesis (3, 49). Several pathogenic differences among SFFV strains have also been ascribed to amino acid sequence differences in the ecotropic-specific portion of the Env glycoproteins (9, 41).This report describes the origin and rapid stepwise evolution of a new SFFV. This new pathogenic virus initially formed in a mouse that had been injected with an ecotropic strain of MuLV in the presence of a retroviral vector that does not encode any Env glycoprotein. The mouse developed erythroleukemia, splenomegaly, and polycythemia after a long lag phase. At that time the spleen contained viruses with env genes that were able to activate EpoR. Serial passage of this initial virus isolate resulted in selection of a novel SFFV that encodes a gp55 glycoprotein of 410 amino acids. This experimental system provides a method for isolating new SFFVs and for mapping the stages in their genesis.     

Analysis of Free Energy Signals Arising from Nucleotide Hybridization Between rRNA and mRNA Sequences during Translation in Eubacteria

A decoding algorithm is tested that mechanistically models the progressive alignments that arise as the mRNA moves past the rRNA tail during translation elongation. Each of these alignments provides an opportunity for hybridization between the single-stranded, -terminal nucleotides of the 16S rRNA and the spatially accessible window of mRNA sequence, from which a free energy value can be calculated. Using this algorithm we show that a periodic, energetic pattern of frequency 1/3 is revealed. This periodic signal exists in the majority of coding regions of eubacterial genes, but not in the non-coding regions encoding the 16S and 23S rRNAs. Signal analysis reveals that the population of coding regions of each bacterial species has a mean phase that is correlated in a statistically significant way with species () content. These results suggest that the periodic signal could function as a synchronization signal for the maintenance of reading frame and that codon usage provides a mechanism for manipulation of signal phase.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32]     

Toward Effective HIV Vaccination: INDUCTION OF BINARY EPITOPE REACTIVE ANTIBODIES WITH BROAD HIV NEUTRALIZING ACTIVITY*

We describe murine monoclonal antibodies (mAbs) raised by immunization with an electrophilic gp120 analog (E-gp120) expressing the rare ability to neutralize genetically heterologous human immunodeficiency virus (HIV) strains. Unlike gp120, E-gp120 formed covalent oligomers. The reactivity of gp120 and E-gp120 with mAbs to reference neutralizing epitopes was markedly different, indicating their divergent structures. Epitope mapping with synthetic peptides and electrophilic peptide analogs indicated binary recognition of two distinct gp120 regions by anti-E-gp120 mAbs, the 421–433 and 288–306 peptide regions. Univalent Fab and single chain Fv fragments expressed the ability to recognize both peptides. X-ray crystallography of an anti-E-gp120 Fab fragment revealed two neighboring cavities, the typical antigen-binding cavity formed by the complementarity determining regions (CDRs) and another cavity dominated by antibody heavy chain variable (V_H) domain framework (FR) residues. Substitution of the FR cavity V_H Lys-19 residue by an Ala residue resulted in attenuated binding of the 421–433 region peptide probe. The CDRs and V_H FR replacement/silent mutation ratios exceeded the ratio for a random mutation process, suggesting adaptive development of both putative binding sites. All mAbs studied were derived from V_H1 family genes, suggesting biased recruitment of the V gene germ line repertoire by E-gp120. The conserved 421–433 region of gp120 is essential for HIV binding to host CD4 receptors. This region is recognized weakly by the FR of antibodies produced without exposure to HIV, but it usually fails to induce adaptive synthesis of neutralizing antibodies. We present models accounting for improved CD4-binding site recognition and broad HIV neutralizing activity of the mAbs, long sought goals in HIV vaccine development.Induction of neutralizing antibodies (Abs)² via adaptive immune processes is the cornerstone of vaccination against microbial antigens. The antigen-binding site is mostly formed by the complementarity determining regions (CDRs) of the light and heavy chain variable domains (V_L and V_H domains). Vaccine-induced adaptive Ab responses entail sequence diversification of Ab V domains expressed within the B cell receptor (BCR) complex, selective noncovalent antigen binding to the high affinity BCR mutants, and proliferation of the mutant B cell clones. No HIV vaccine is available. The surface of HIV is studded with noncovalently associated oligomers of gp120 complexed to gp41. HIV infection and experimental HIV vaccination attempts induce robust Ab responses to the immunodominant epitopes of gp120, which are structurally divergent in various HIV strains responsible for infection in different parts of the world. Abs to such epitopes express strain-specific neutralization (1, 2), i.e. they neutralize the HIV strain from which the immunogen was isolated but not strains genetically heterologous to the immunogen.The gp120 site responsible for binding host CD4 receptors (CD4BS) is structurally more conserved. Precise conformational details of the CD4BS expressed on the HIV surface are not available, but crystallography suggests a large, discontinuous determinant composed of regions distant from each other in the linear protein sequence (3, 4). The 421–433 peptide region is essential for CD4 binding by gp120, suggested by contacts in the crystallized complex and loss of CD4 binding function by site-directed mutagenesis in this region (5, 6). The 421–433 region is a member of a small group of microbial polypeptide sites recognized selectively by Abs produced by the immune system without prior infection by the microbe (preimmune Abs) (7–9). Such sites are designated B cell “superantigens” (SAgs) because of their selective and widespread recognition by the comparatively conserved framework regions (FRs) of Ab V domains (10, 11). Noncovalent SAg binding by preimmune Abs, however, is characterized by low-to-moderate binding strength (12). Most gp120-binding preimmune Abs from humans without infection display poor or no HIV neutralizing activity (13). Patients with the autoimmune disease lupus and no HIV infection produce increased amounts of Abs to the 421–433 CD4BS region (14). A single chain Fv (scFv; V_L and V_H domains linked by a flexible peptide) from the lupus Ab repertoire that binds the 421–433 region reversibly neutralizes genetically diverse strains of HIV (15). Following completion of the noncovalent binding step, certain Abs can hydrolyze polypeptides via nucleophilic attack on carbonyl groups (16–21). The proteolytic reaction imparts improved antigen inactivation potency to Abs (22). We reported the neutralization of HIV by secretory IgA from humans without infection, an Ab class distinguished by the ability to catalyze the hydrolysis of gp120 selectively because of initial noncovalent recognition of the 421–433 CD4BS region (13).The conserved character of the CD4BS in genetically diverse HIV strains renders it suitable as a vaccine target. The CD4BS, however, is poorly immunogenic. Traditional immunization methods do not stimulate the adaptive synthesis of neutralizing Abs to the 421–433 region or other CD4BS epitopes. Neutralizing Abs that bind the CD4BS are found in the blood of a subset of patients after years of HIV infection, but the target epitope is not identified, and Ab response is weak (23, 24). Certain monoclonal Abs (mAbs) that bind the CD4BS expressed by purified monomer gp120 do not neutralize HIV appreciably or display limited ability to neutralize genetically diverse HIV strains (25, 26). The CD4BS is a flexible structure expressed in differing conformational states by monomer gp120 and the native gp120 oligomers of the virus (27–30). Moreover, the process of binding CD4 may induce movements within the CD4BS (31). Reproducing the native CD4BS conformation in experimental vaccine candidates has been difficult. A CD4BS mimetic of the epitope recognized by a well known anti-CD4BS neutralizing mAb (clone b12) did not induce the synthesis of neutralizing Abs (32). Polyclonal Abs raised by immunization with synthetic peptides spanning the 421–433 CD4BS region neutralized laboratory-adapted, coreceptor CXCR4-dependent HIV strains inconsistently (33–35). Neutralization of coreceptor CCR5-dependent strains responsible for initiating most HIV infections was not studied. Importantly, small synthetic peptides are often more flexible than the corresponding native protein segments. Inducing a traditional adaptive immune response in which the Ab CDRs develop binding specificity for the peptide immunogen therefore does not ensure recognition of the native 421–433 CD4BS region (35, 36). From mutagenesis and sequence identity studies, the gp120-binding site of preimmune Abs, in contrast, is composed mainly of the V_H domain FR1 and FR3 (10, 11, 37). As certain preimmune Abs express HIV neutralizing activity attributable to recognition of the 421–433 region (13), the FR-dominated site must recognize the native state of this CD4BS epitope expressed on the viral surface.There is, however, substantial difficulty in amplifying and improving the subset of preimmune Abs with HIV neutralizing activity for vaccination against the virus; SAg binding to Ab FRs fails to stimulate adaptive B cell differentiation and synthesis of specific IgG class Abs (38, 39). Indeed, the binding at the FRs may even lead to premature death of the B cells (12, 40). The SAg character of the 421–433 CD4BS epitope is therefore predicted to render it hypoimmunogenic with respect to the adaptive synthesis of neutralizing Abs following infection or traditional vaccination procedures.We reported previously the induction of nucleophilic Abs by covalent immunization with full-length gp120 and a gp120 V3 peptide containing strongly electrophilic phosphonate groups (41–43). The electrophile reacts covalently with BCRs (44), resulting in adaptively strengthened nucleophilic reactivity coordinated with specific noncovalent recognition of gp120. The Abs obtained by covalent immunization formed very stable immune complexes with HIV resulting from pairing of Ab nucleophiles with the naturally occurring electrophilic groups of gp120 (e.g. the backbone and side chain carbonyls, see Refs. 42, 43). A minority of the Abs proceeded to catalyze the hydrolysis of gp120, aided by water attack on the covalent acyl-Ab complex (41). Here we report the neutralization of HIV strains heterologous to the full-length electrophilic gp120 immunogen (E-gp120) by mAbs with binary CD4BS and V3 loop recognition capability. We also present models that explain synthesis of the mAbs in response to immunization with E-gp120.     

Algorithms for Finding Small Attractors in Boolean Networks

A Boolean network is a model used to study the interactions between different genes in genetic regulatory networks. In this paper, we present several algorithms using gene ordering and feedback vertex sets to identify singleton attractors and small attractors in Boolean networks. We analyze the average case time complexities of some of the proposed algorithms. For instance, it is shown that the outdegree-based ordering algorithm for finding singleton attractors works in time for , which is much faster than the naive time algorithm, where is the number of genes and is the maximum indegree. We performed extensive computational experiments on these algorithms, which resulted in good agreement with theoretical results. In contrast, we give a simple and complete proof for showing that finding an attractor with the shortest period is NP-hard.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32]     

The Wavelet-Based Cluster Analysis for Temporal Gene Expression Data

A variety of high-throughput methods have made it possible to generate detailed temporal expression data for a single gene or large numbers of genes. Common methods for analysis of these large data sets can be problematic. One challenge is the comparison of temporal expression data obtained from different growth conditions where the patterns of expression may be shifted in time. We propose the use of wavelet analysis to transform the data obtained under different growth conditions to permit comparison of expression patterns from experiments that have time shifts or delays. We demonstrate this approach using detailed temporal data for a single bacterial gene obtained under 72 different growth conditions. This general strategy can be applied in the analysis of data sets of thousands of genes under different conditions.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29]     

Evidence that Antibody-Mediated Neutralization of Human Immunodeficiency Virus Type 1 by Sera from Infected Individuals Is Independent of Coreceptor Usage

Human immunodeficiency virus type 1 (HIV-1) uses a variety of chemokine receptors as coreceptors for virus entry, and the ability of the virus to be neutralized by antibody may depend on which coreceptors are used. In particular, laboratory-adapted variants of the virus that use CXCR4 as a coreceptor are highly sensitive to neutralization by sera from HIV-1-infected individuals, whereas primary isolates that use CCR5 instead of, or in addition to, CXCR4 are neutralized poorly. To determine whether this dichotomy in neutralization sensitivity could be explained by differential coreceptor usage, virus neutralization by serum samples from HIV-1-infected individuals was assessed in MT-2 cells, which express CXCR4 but not CCR5, and in mitogen-stimulated human peripheral blood mononuclear cells (PBMC), where multiple coreceptors including CXCR4 and CCR5 are available for use. Our results showed that three of four primary isolates with a syncytium-inducing (SI) phenotype and that use CXCR4 and CCR5 were neutralized poorly in both MT-2 cells and PBMC. The fourth isolate, designated 89.6, was more sensitive to neutralization in MT-2 cells than in PBMC. We showed that the neutralization of 89.6 in PBMC was not improved when CCR5 was blocked by having RANTES, MIP-1α, and MIP-1β in the culture medium, indicating that CCR5 usage was not responsible for the decreased sensitivity to neutralization in PBMC. Consistent with this finding, a laboratory-adapted strain of virus (IIIB) was significantly more sensitive to neutralization in CCR5-deficient PBMC (homozygous Δ32-CCR5 allele) than were two of two SI primary isolates tested. The results indicate that the ability of HIV-1 to be neutralized by sera from infected individuals depends on factors other than coreceptor usage.Human immunodeficiency virus type 1 (HIV-1), the etiologic agent of AIDS, utilizes the HLA class II receptor, CD4, as its primary receptor to gain entry into cells (17, 30). Entry is initiated by a high-affinity interaction between CD4 and the surface gp120 of the virus (32). Subsequent to this interaction, conformational changes that permit fusion of the viral membrane with cellular membranes occur within the viral transmembrane gp41 (9, 58, 59). In addition to CD4, one or more recently described viral coreceptors are needed for fusion to take place. These coreceptors belong to a family of seven-transmembrane G-protein-coupled proteins and include the CXC chemokine receptor CXCR4 (3, 4, 24, 44), the CC chemokine receptors CCR5 (1, 12, 13, 18, 21, 23, 45) and, less commonly, CCR3 and CCR2b (12, 21), and two related orphan receptors termed BONZO/STRL33 and BOB (19, 34). Coreceptor usage by HIV-1 can be blocked by naturally occurring ligands, including SDF-1 for CXCR4 (4, 44), RANTES, MIP-1α, and MIP-1β in the case of CCR5 (13, 45), and eotaxin for CCR3 (12).The selective cellular tropisms of different strains of HIV-1 may be determined in part by coreceptor usage. For example, all culturable HIV-1 variants replicate initially in mitogen-stimulated human peripheral blood mononuclear cells (PBMC), but only a minor fraction are able to infect established CD4⁺ T-cell lines (43). This differential tropism is explained by the expression of CXCR4 together with CCR5 and other CC chemokine coreceptors on PBMC and the lack of expression of CCR5 on most T-cell lines (5, 10, 19, 35, 39, 50, 53). Indeed, low-passage field strains (i.e., primary isolates) of HIV-1 that fail to replicate in T-cell lines use CCR5 as their major coreceptor and are unable to use CXCR4 (1, 12, 18, 21, 23, 28). Because these isolates rarely produce syncytia in PBMC and fail to infect MT-2 cells, they are often classified as having a non-syncytium-inducing (NSI) phenotype. Primary isolates with a syncytium-inducing (SI) phenotype are able to use CXCR4 alone or, more usually, in addition to CCR5 (16, 20, 51). HIV-1 variants that have been passaged multiple times in CD4⁺ T-cell lines, and therefore considered to be laboratory adapted, exhibit a pattern of coreceptor usage that resembles that of SI primary isolates. Most studies have shown that the laboratory-adapted strain IIIB uses CXCR4 alone (3, 13, 20, 24, 51) and that MN and SF-2 use CXCR4 primarily and CCR5 to a lesser degree (11, 13). Sequences within the V3 loop of gp120 have been shown to be important, either directly or indirectly, for the interaction of HIV-1 with both CXCR4 (52) and CCR5 (12, 14, 54, 60). This region of gp120 contains multiple determinants of cellular tropism (43) and is a major target for neutralizing antibodies to laboratory-adapted HIV-1 but not to primary isolates (29, 46, 57).It has been known for some time that the ability of sera from HIV-1-infected individuals to neutralize laboratory-adapted strains of HIV-1 does not predict their ability to neutralize primary isolates in vitro (7). In general, the former viruses are highly sensitive to neutralization whereas the latter viruses are neutralized poorly by antibodies induced in response to HIV-1 infection (7, 43). Importantly, neutralizing antibodies generated by candidate HIV-1 subunit vaccines have been highly specific for laboratory-adapted viruses (26, 37, 38). In principle, the dichotomy in neutralization sensitivity between these two categories of virus could be related to coreceptor usage. To test this, we investigated whether the use of CXCR4 in the absence of CCR5 would render SI primary isolates highly sensitive to neutralization in vitro by sera from HIV-1-infected individuals. Two similar studies using human monoclonal antibodies and soluble CD4 have been reported (31a, 55).     

Sampling From the Proteome to the Human Leukocyte Antigen-DR (HLA-DR) Ligandome Proceeds Via High Specificity

Comprehensive analysis of the complex nature of the Human Leukocyte Antigen (HLA) class II ligandome is of utmost importance to understand the basis for CD4⁺ T cell mediated immunity and tolerance. Here, we implemented important improvements in the analysis of the repertoire of HLA-DR-presented peptides, using hybrid mass spectrometry-based peptide fragmentation techniques on a ligandome sample isolated from matured human monocyte-derived dendritic cells (DC). The reported data set constitutes nearly 14 thousand unique high-confident peptides, i.e. the largest single inventory of human DC derived HLA-DR ligands to date. From a technical viewpoint the most prominent finding is that no single peptide fragmentation technique could elucidate the majority of HLA-DR ligands, because of the wide range of physical chemical properties displayed by the HLA-DR ligandome. Our in-depth profiling allowed us to reveal a strikingly poor correlation between the source proteins identified in the HLA class II ligandome and the DC cellular proteome. Important selective sieving from the sampled proteome to the ligandome was evidenced by specificity in the sequences of the core regions both at their N- and C- termini, hence not only reflecting binding motifs but also dominant protease activity associated to the endolysosomal compartments. Moreover, we demonstrate that the HLA-DR ligandome reflects a surface representation of cell-compartments specific for biological events linked to the maturation of monocytes into antigen presenting cells. Our results present new perspectives into the complex nature of the HLA class II system and will aid future immunological studies in characterizing the full breadth of potential CD4⁺ T cell epitopes relevant in health and disease.Human Leukocyte Antigen (HLA)¹ class II molecules on professional antigen presenting cells such as dendritic cells (DC) expose peptide fragments derived from exogenous and endogenous proteins to be screened by CD4⁺ T cells (1, 2). The activation and recruitment of CD4⁺ T cells recognizing disease-related peptide antigens is critical for the development of efficient antipathogen or antitumor immunity. Furthermore, the presentation of self-peptides and their interaction with CD4⁺ T cells is essential to maintain immunological tolerance and homeostasis (3). Knowledge of the nature of HLA class II-presented peptides on DC is of great importance to understand the rules of antigen processing and peptide binding motifs (4), whereas the identity of disease-related antigens may provide new knowledge on immunogenicity and leads for the development of vaccines and immunotherapy (5, 6).Mass spectrometry (MS) has proven effective for the analysis HLA class II-presented peptides (4, 7, 8). MS-based ligandome studies have demonstrated that HLA class II molecules predominantly present peptides derived from exogenous proteins that entered the cells by endocytosis and endogenous proteins that are associated with the endo-lysosomal compartments (4). Yet proteins residing in the cytosol, nucleus or mitochondria can also be presented by HLA class II molecules, primarily through autophagy (9–11). Multiple studies have mapped the HLA class II ligandome of antigen presenting cells in the context of infectious pathogens (12), autoimmune diseases (13–17) or cancer (14, 18, 19), or those that are essential for self-tolerance in the human thymus (3, 20). Notwithstanding these efforts, and certainly not in line with the extensive knowledge on the HLA class I ligandome (21), the nature of the HLA class II-presented peptide repertoire and particular its relationship to the cellular source proteome remains poorly understood.To advance our knowledge on the HLA-DR ligandome on activated DC without having to deal with limitations in cell yield from peripheral human blood (12, 21, 22) or tissue isolates (3), we explored the use of MUTZ-3 cells. This cell line has been used as a model of human monocyte-derived DCs. MUTZ-3 cells can be matured to act as antigen presenting cells and express then high levels of HLA class II molecules, and can be propagated in vitro to large cell densities (23–25). We also evaluated the performance of complementary and hybrid MS fragmentation techniques electron-transfer dissociation (ETD), electron-transfer/higher-energy collision dissociation (EThcD) (26), and higher-energy collision dissociation (HCD) to sequence and identify the HLA class II ligandome. Together this workflow allowed for the identification of an unprecedented large set of about 14 thousand unique peptide sequences presented by DC derived HLA-DR molecules, providing an in-depth view of the complexity of the HLA class II ligandome, revealing underlying features of antigen processing and surface-presentation to CD4⁺ T cells.     

Sip1, a Novel RS Domain-Containing Protein Essential for Pre-mRNA Splicing

Previous studies have shown that protein-protein interactions among splicing factors may play an important role in pre-mRNA splicing. We report here identification and functional characterization of a new splicing factor, Sip1 (SC35-interacting protein 1). Sip1 was initially identified by virtue of its interaction with SC35, a splicing factor of the SR family. Sip1 interacts with not only several SR proteins but also with U1-70K and U2AF65, proteins associated with 5′ and 3′ splice sites, respectively. The predicted Sip1 sequence contains an arginine-serine-rich (RS) domain but does not have any known RNA-binding motifs, indicating that it is not a member of the SR family. Sip1 also contains a region with weak sequence similarity to the Drosophila splicing regulator suppressor of white apricot (SWAP). An essential role for Sip1 in pre-mRNA splicing was suggested by the observation that anti-Sip1 antibodies depleted splicing activity from HeLa nuclear extract. Purified recombinant Sip1 protein, but not other RS domain-containing proteins such as SC35, ASF/SF2, and U2AF65, restored the splicing activity of the Sip1-immunodepleted extract. Addition of U2AF65 protein further enhanced the splicing reconstitution by the Sip1 protein. Deficiency in the formation of both A and B splicing complexes in the Sip1-depleted nuclear extract indicates an important role of Sip1 in spliceosome assembly. Together, these results demonstrate that Sip1 is a novel RS domain-containing protein required for pre-mRNA splicing and that the functional role of Sip1 in splicing is distinct from those of known RS domain-containing splicing factors.Pre-mRNA splicing takes place in spliceosomes, the large RNA-protein complexes containing pre-mRNA, U1, U2, U4/6, and U5 small nuclear ribonucleoprotein particles (snRNPs), and a large number of accessory protein factors (for reviews, see references 21, 22, 37, 44, and 48). It is increasingly clear that the protein factors are important for pre-mRNA splicing and that studies of these factors are essential for further understanding of molecular mechanisms of pre-mRNA splicing.Most mammalian splicing factors have been identified by biochemical fractionation and purification (3, 15, 19, 31–36, 45, 69–71, 73), by using antibodies recognizing splicing factors (8, 9, 16, 17, 61, 66, 67, 74), and by sequence homology (25, 52, 74).Splicing factors containing arginine-serine-rich (RS) domains have emerged as important players in pre-mRNA splicing. These include members of the SR family, both subunits of U2 auxiliary factor (U2AF), and the U1 snRNP protein U1-70K (for reviews, see references 18, 41, and 59). Drosophila alternative splicing regulators transformer (Tra), transformer 2 (Tra2), and suppressor of white apricot (SWAP) also contain RS domains (20, 40, 42). RS domains in these proteins play important roles in pre-mRNA splicing (7, 71, 75), in nuclear localization of these splicing proteins (23, 40), and in protein-RNA interactions (56, 60, 64). Previous studies by us and others have demonstrated that one mechanism whereby SR proteins function in splicing is to mediate specific protein-protein interactions among spliceosomal components and between general splicing factors and alternative splicing regulators (1, 1a, 6, 10, 27, 63, 74, 77). Such protein-protein interactions may play critical roles in splice site recognition and association (for reviews, see references 4, 18, 37, 41, 47 and 59). Specific interactions among the splicing factors also suggest that it is possible to identify new splicing factors by their interactions with known splicing factors.Here we report identification of a new splicing factor, Sip1, by its interaction with the essential splicing factor SC35. The predicted Sip1 protein sequence contains an RS domain and a region with sequence similarity to the Drosophila splicing regulator, SWAP. We have expressed and purified recombinant Sip1 protein and raised polyclonal antibodies against the recombinant Sip1 protein. The anti-Sip1 antibodies specifically recognize a protein migrating at a molecular mass of approximately 210 kDa in HeLa nuclear extract. The anti-Sip1 antibodies sufficiently deplete Sip1 protein from the nuclear extract, and the Sip1-depleted extract is inactive in pre-mRNA splicing. Addition of recombinant Sip1 protein can partially restore splicing activity to the Sip1-depleted nuclear extract, indicating an essential role of Sip1 in pre-mRNA splicing. Other RS domain-containing proteins, including SC35, ASF/SF2, and U2AF65, cannot substitute for Sip1 in reconstituting splicing activity of the Sip1-depleted nuclear extract. However, addition of U2AF65 further increases splicing activity of Sip1-reconstituted nuclear extract, suggesting that there may be a functional interaction between Sip1 and U2AF65 in nuclear extract.     

Splitting the BLOSUM Score into Numbers of Biological Significance

Mathematical tools developed in the context of Shannon information theory were used to analyze the meaning of the BLOSUM score, which was split into three components termed as the BLOSUM spectrum (or BLOSpectrum). These relate respectively to the sequence convergence (the stochastic similarity of the two protein sequences), to the background frequency divergence (typicality of the amino acid probability distribution in each sequence), and to the target frequency divergence (compliance of the amino acid variations between the two sequences to the protein model implicit in the BLOCKS database). This treatment sharpens the protein sequence comparison, providing a rationale for the biological significance of the obtained score, and helps to identify weakly related sequences. Moreover, the BLOSpectrum can guide the choice of the most appropriate scoring matrix, tailoring it to the evolutionary divergence associated with the two sequences, or indicate if a compositionally adjusted matrix could perform better.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29]     

Multipattern Consensus Regions in Multiple Aligned Protein Sequences and Their Segmentation

Decomposing a biological sequence into its functional regions is an important prerequisite to understand the molecule. Using the multiple alignments of the sequences, we evaluate a segmentation based on the type of statistical variation pattern from each of the aligned sites. To describe such a more general pattern, we introduce multipattern consensus regions as segmented regions based on conserved as well as interdependent patterns. Thus the proposed consensus region considers patterns that are statistically significant and extends a local neighborhood. To show its relevance in protein sequence analysis, a cancer suppressor gene called p53 is examined. The results show significant associations between the detected regions and tendency of mutations, location on the 3D structure, and cancer hereditable factors that can be inferred from human twin studies.[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27]