The JI PBL Intereron Source
HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
 QUICK SEARCH:   [advanced]


     
 


This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Suri, A.
Right arrow Articles by Unanue, E. R.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Suri, A.
Right arrow Articles by Unanue, E. R.
The Journal of Immunology, 2002, 168: 1235-1243.
Copyright © 2002 by The American Association of Immunologists

In APCs, the Autologous Peptides Selected by the Diabetogenic I-Ag7 Molecule Are Unique and Determined by the Amino Acid Changes in the P9 Pocket1

Anish Suri*, Ilan Vidavsky{dagger}, Koen van der Drift{dagger}, Osami Kanagawa*, Michael L. Gross{dagger} and Emil R. Unanue2,*

* Department of Pathology and Immunology, and Center for Immunology, Washington University School of Medicine, St. Louis, MO 63110; and {dagger} Department of Chemistry, Washington University, St. Louis, MO 63130


    Abstract
 Top
 Abstract
 Introduction
 Materials and Methods
 Results and Discussion
 References
 
We demonstrate in this study the great degree of specificity in peptides selected by a class II MHC molecule during processing. In this specific case of the diabetogenic I-Ag7 molecule, the P9 pocket of I-Ag7 plays a critical role in determining the final outcome of epitope selection, a conclusion that is important in interpreting the role of this molecule in autoimmunity. Specifically, we examined the display of naturally processed peptides from APCs expressing either I-Ag7 molecules or a mutant I-Ag7 molecule in which the {beta}57Ser residue was changed to an Asp residue. Using mass spectrometry analysis, we identified over 50 naturally processed peptides selected by I-Ag7-expressing APCs. Many peptides were selected as families with a core sequence and variable flanks. Peptides selected by I-Ag7 were unusually rich in the presence of acidic residues toward their C termini. Many peptides contained short sequences of two to three acidic residues. In binding analysis, we determined the core sequences of many peptides and the interaction of the acidic residues with the P9 pocket. However, different sets of peptides were isolated from APCs bearing a modified I-Ag7 molecule. These peptides did not favor acidic residues toward the carboxyl terminus.


    Introduction
 Top
 Abstract
 Introduction
 Materials and Methods
 Results and Discussion
 References
 
The role that histocompatibility molecules play in peptide selection is crucial to an understanding of T cell-mediated immune response. Peptide motifs that favor binding to a particular MHC genotype have been identified based on a variety of peptide libraries (1, 2), although the issue remains: how specific is the interaction and how broad or narrow is the repertoire of the major peptides that are selected from intracellular processing? The only direct approach to settle the issue of the degree of specificity in peptide selection is to examine chemically the peptides displayed by an MHC molecule of a given MHC genotype. From the early pioneering work of Rammensee and colleagues (3, 4), peptides isolated from class I MHC have shown some degree of sequence specificity for a given genotype (5, 6, 7, 8), although this preference has not been definitive regarding class II-associated peptides (9, 10, 11, 12). In part the problem with class II peptides is based on their size heterogeneity, which makes it very difficult to predict the residues responsible for selection. Regardless of the difficulties, this role of MHC in the specificity of peptide selection needs to be critically evaluated because it has important implications for immunogenicity and in particular in the context of organ-specific autoimmunity. Indeed, peptide selection should ultimately render certain individuals susceptible to disease. What are biochemical parameters that influence the peptides selected by a MHC molecule? And more importantly, how influential are the allele-specific sites of the peptide-binding groove in determining the nature of peptides that are selected? To answer these questions, we have chosen to investigate the peptides displayed by the diabetogenic class II MHC molecule I-Ag7.

Insulin-dependent diabetes mellitus is an organ-specific autoimmune disorder in which the T cells recognize and destroy the pancreatic islet {beta} cells (13). Both in the nonobese diabetic (NOD)3 mice (14) and in humans, diabetes is linked to the expression of certain disease-susceptible class II MHC alleles (15, 16, 17). The class II MHC molecule of NOD mice, I-Ag7, shares key biochemical features with the human class II MHC alleles, DQ2 and DQ8, known to be involved in clinical disease (16). In particular, I-Ag7 and the disease-susceptible human alleles express a non-Asp amino acid at position 57 of the {beta}-chain (I-Ag7 contains a Ser residue at {beta}57), whereas most other MHC alleles contain a conserved Asp residue at this position (18, 19, 20). In case of I-Ag7, the critical role of {beta}57Ser residue in disease susceptibility is highlighted by the following findings: 1) transgenic NOD mice expressing a modified I-Ag7, wherein the {beta}57Ser has been changed to an Asp residue, are protected from diabetes (21, 22); 2) the expression of I-Ag7 in NOD mice or in H-2g7 congenic B6 mice allows for a high incidence of self-reactive T cells in the periphery (23, 24); and 3) APCs expressing a modified I-Ag7 molecule, containing an Asp at {beta}57 instead of the usual Ser residue, are unable to activate diabetogenic CD4+ T cells (25). Moreover, other studies analyzing the T cell response against the autoantigen glutamic acid decarboxylase have indirectly suggested that wild-type I-Ag7 and modified I-Ag7, expressing an Asp at {beta}57, may select for distinct epitopes (26).

Although there has been much discussion concerning the composition of peptides that prefer to interact with I-Ag7 (26, 27, 28, 29, 30, 31, 32, 33, 34, 35), the recent determination of the crystal structure of I-Ag7 clarified much by identifying peptide anchor residues that are favored at the binding sites of the MHC molecule (36, 37). When {beta}57 is an Asp, an ion pair is established with Arg76 of the {alpha}-chain, and this ion pair promotes both the dimerization of the two chains and the structure of the P9 binding site (38, 39). Because this ion pair interaction is absent in I-Ag7, the P9 pocket is shallow and more open toward the C terminus of the peptide, and the unpaired {alpha}76Arg is available to interact with peptide residues (36, 37). Similar structural characteristics were also observed in a recent report by Wiley and colleagues (40) describing the crystal structure of the diabetes-susceptible human class II MHC, HLA-DQ8. However, a fundamental issue that remains unknown is the role of the P9 pocket, containing the {beta}57Ser, in determining peptide selection by I-Ag7-expressing APCs. However, for many peptides the contribution of the P9 site to binding is not major (37), so the issue needs to be directly examined and tested experimentally.

We have chosen to analyze the peptides that are endogenously selected by APCs expressing either wild-type I-Ag7or a modified I-Ag7, wherein the critical {beta}57Ser has been changed to an Asp (as well as the {beta}56His to Pro; we term it I-Ag7PD). The two prior publications reporting the crystal structure of I-Ag7 showed that the {beta}56His does not interact directly with the peptide (36, 37), while the {beta}57Ser forms a hydrogen bonding network with the {alpha}76Arg involving an acidic P9 peptide anchor residue (36). Nonetheless, both {beta}57Ser and {beta}56His modify the conformation and position of the {beta}H1 helix, which contributes to the generation of a P9 pocket that is wider and open toward the C terminus (36, 37). Due to this, we replaced both {beta}56His and {beta}57Ser to the conserved Pro and Asp residues, respectively.

In our studies, the two APC lines are identical, except for the class II MHC molecule, which allows us to test whether the changes in the P9 pocket determine the nature of the selected peptides. We find that this is indeed the case. More importantly, because the selected peptides are the natural ones favored by I-Ag7, it enables the sequence motifs to be definitively established, information that should help in the search for diabetogenic peptides from pancreatic islet {beta} cells.


    Materials and Methods
 Top
 Abstract
 Introduction
 Materials and Methods
 Results and Discussion
 References
 
Cell lines and Abs

The murine B cell lymphoma line M12.C3 was transfected with plasmids expressing I-A{beta}g7 or I-A{beta}g7PD to generate C3.G7 (expressing wild-type I-Ag7) or C3.G7PD (expressing I-Ag7PD) cell lines as previously described (27, 37, 41). Fusing the M12.C3 B cell lymphoma to splenic B cells expressing I-Ag7 generated another I-Ag7-bearing APC line, termed M12.G7. All of these different APC lines were cultured in DMEM supplemented with 10% calf serum. mAbs AG2.42.7 and AG2.27.5, which recognize I-Ag7 and I-Ag7PD respectively, were generated by M. B. Deck in our laboratory.

Purification of naturally processed peptides

C3.G7, M12.G7, or C3.G7PD lymphoma cells (2–8 x 109) were lysed in PBS containing 40 mM MEGA 8 and MEGA 9 detergents, in the presence of protease inhibitors (1 mM PMSF, 10 mM iodoacetamide, and 40 µM leupeptin). After 1 h at 4°C, the lysate was spun in a centrifuge at 8000 rpm for 30 min following which class II MHC molecules were purified using AG2.42.7 mAb (for I-Ag7) or AG2.27.5 mAb (for I-Ag7PD) coupled to cyanogen bromide-activated Sepharose beads (Sigma-Aldrich, St. Louis, MO). Sepharose beads were loaded into disposable chromatography columns (Bio-Rad, Hercules, CA) and washed first with 40 ml of wash buffer-1 (10 mM MEGA 8 and MEGA 9 in PBS) and 40 ml of wash buffer-2 (2.5 mM MEGA 8 and MEGA 9 in PBS), and then extensively with PBS (100 ml) and distilled water (100 ml). I-Ag7- or I-Ag7PD-peptide complexes were eluted with 15 ml of 0.1% trifluoroacetic acid (pH 1.9). The eluted peptides were separated from MHC molecules using centriprep YM-10 (Millipore, San Jose, CA) (molecular mass cut-off of 10 kDa) membrane separation. Peptide extracts were then analyzed by tandem mass spectrometry (MS/MS) to identify the amino acid sequences of the naturally processed peptides isolated from I-Ag7 and I-Ag7PD.

Reversed phase-HPLC and MS/MS analysis

Peptide fractions were analyzed by reversed phase-HPLC on a Zorbax C18 0.3 mm x 15 cm column (MicroTech, Sunnyvale, CA). Solvent A was 0.6% acetic acid in water; solvent B was 0.6% acetic acid in acetonitrile. Solvent B started at 3–15% in 5 min and from 15 to 60% at 0.8%/min. Eluent flow was 4.5 µl/min and 15 µl was injected using Rheodyne 7125 injector (Rheodyne, San Francisco, CA). HPLC pump was MicroTech Ultra plus. The flow from the pump was split before the injector at a 1:25 ratio using a homemade splitter. All of the column effluent was directed at the mass spectrometer.

Mass spectrometry (MS) and MS/MS were performed on a Finnigan LCQ-deca ion trap mass spectrometer with Xcalibur 1.1 software (Thermo Finnigan, San Jose, CA). For MS, scan range was m/z 700-1400 in profile mode. Every three micro scans were averaged to one scan. Acquisition was started 10 min after start of the liquid chromatography run. For MS/MS in dependent scan mode, parent ions were selected excluding isotopic peaks dynamically. Scan range was m/z 700-1400 in centroid mode for the MS part; in the MS/MS, scan range was from 30% of the parent to m/z 2000. Every three micro scans were averaged to one scan in profile mode. Parent ions were isolated with a 2.5 m/z wide window and collision energy was 28% of the maximum energy. Parent ions for MS/MS were selected automatically according to intensity by using a dependent scan mode. Multiple MS/MS runs were made on each peptide extract isolating first and second, and third and fourth most intense ions (in some cases even fifth and sixth, seventh and eighth).

MS/MS spectra were analyzed and peptide sequences were determined automatically using SEQUEST software provided by the instrument manufacturer (Thermo Finnigan, San Jose, CA) and MASCOT (Matrix Science, London, U.K.). All the automatically determined sequences were verified manually against the experimental MS/MS.

Peptides sequenced by the MS/MS run were detected in the MS run using the mass and retention time. Selected ion chromatograms were generated for each one. Relative amounts for each peptide were estimated by measuring the area under a chromatographic peak. The peptide with the largest area was assigned a value of 1 (maximum) and all other peptides were measured relative to this value. For peptides with multiple family members, the relative abundance values were added and were represented as a total for each family. No use of calibrating standards was made so the relative chromatographic area may differ from the actual relative amount due to different response factors. This difference is estimated to be less than an order of magnitude in our experience.

Peptide binding assays

Soluble I-Ag7 and I-Ag7PD were produced using the recombinant baculovirus system as previously described (37). Peptide binding assays were done under acidic (pH 5.5) or neutral (pH 7.5) conditions. Briefly, 0.5–1 µg of I-Ag7/class II-associated invariant chain peptide or I-Ag7PD/class II-associated invariant chain peptide was treated with 0.1 U of thrombin to cleave both the zipper tails and peptide linker (Novagen, Madison, WI) and simultaneously incubated with 0.125 pmol of I125-radiolabeled reference (GKKVATTVHAGYG) peptide (labeled by the chloramine T method as described previously (42)) and increasing doses of unlabeled peptides in 40 mM MES and 150 mM sodium chloride (pH 5.5) or in 20 mM HEPES and 150 mM sodium chloride (pH 7.5). Binding reactions were incubated overnight at 25°C in 30- to 32-µl volumes. Complexes were purified from free peptide by gel filtration Bio-spin columns (Bio-Rad). The percentage of bound peptide was evaluated by gamma counting. Less than 0.5% of peptides nonspecifically passed through the Bio-spin columns. Individual binding results varied <20% from the averaged value.


    Results and Discussion
 Top
 Abstract
 Introduction
 Materials and Methods
 Results and Discussion
 References
 
Peptides extracted from I-Ag7 and I-Ag7PD from M12-derived APC lines

Table IGo indicates the endogenously processed peptides isolated from I-Ag7or I-Ag7PD of M12.C3 lines expressing one or the other class II MHC molecule (referred to as C3.G7 or C3.G7PD, respectively). Isolated peptides were identified by electrospray ionization MS and sequenced by MS/MS analysis. In brief, peptide ions for MS/MS were selected according to their intensity, and each peptide extract was analyzed by multiple MS/MS runs that automatically selected and identified first and second, third and fourth most intense ions (in some cases fifth and sixth, seventh and eighth most intense ions). Peptides varied in length from 13 to 30 residues, but most were from 14 to 17 residues. The composition of peptides was very different in the two lines.


View this table:
[in this window]
[in a new window]
 
Table I. Peptides isolated from I-Ag7 and I-Ag7PD

 
From I-Ag7 we examined a total of 48 peptides distributed among 20 different families (Table IGo). Like class II-extracted peptides, many were found in groups or "families," defined as having a common core sequence that binds to the combining site, with variable flanks at either the carboxyl or amino termini, or both. In our case we identified the core sequence on selected peptides studied for binding (see below). One example of a peptide family is that derived from the integral membrane (E2B) protein, which contained 12 members (Table IIGo). In previous studies using APCs fed hen egg white lysozyme (HEL), we found families with up to 34 peptides bound to I-Ak (43). Most of the I-Ag7 peptides were derived from membrane-bound proteins or from proteins present in the vesicular or cytosolic compartments. Two peptides, from bovine albumin and apolipoprotein, were derived from proteins of the calf serum in which the APCs were cultured. Only one peptide isolated from extracts of I-Ag7 was also found among those isolated from I-Ag7PD. The peptides varied greatly—as much as 300-fold—in the amounts recovered .


View this table:
[in this window]
[in a new window]
 
Table II. Peptide family members derived from the integral membrane protein E2B1

 
Seventeen of these peptides were tested, as synthetic peptides, for binding to purified I-Ag7. Of these peptides, 13 bound with IC50 values that varied from 0.4 to 3 µM while two peptides, derived from apolipoprotein and glyceraldehyde 3-phosphate dehydrogenase, bound with very low affinities (IC50 = 23 µM and 33.3 µM, respectively). Two other peptides did not bind and were interpreted to be contaminants (indicated by + in Table IGo).

The same general features were found for the peptides isolated from I-Ag7PD molecules. In this work we examined 43 different peptides represented in 24 distinct families. These peptides had the same large gradient of relative abundance, ~350-fold. In binding analysis 12 peptides were tested, of which 10 bound to I-Ag7PD while two did not bind (the same two that were also found among peptides from I-Ag7).

Among the peptides isolated from I-Ag7 or I-Ag7PD, there were no distinguishing features in the amino or carboxyl termini residues, or in the residue preceding the amino terminal residue, to suggest a particular preference or motif for proteolysis.

Most importantly, all peptides isolated from I-Ag7, except one, contained acidic residues at the carboxyl terminus (19 of 20 or 95% of all peptides contained an Asp or Glu among the last six C-terminal residues of the peptide). Fig. 1Go shows the distribution of acidic residues among all peptides, regardless of their distribution in families. It indicates the striking differences between the I-Ag7- and I-Ag7PD-extracted peptides. Very strikingly, 14 of the 20 peptide families (70%), isolated from I-Ag7, contained more than one acidic residue, some in pairs, others separated by one or two amino acids. This was not the finding among peptides isolated from I-Ag7PD. In this case, none of the peptides had pairs of acidic residues.



View larger version (27K):
[in this window]
[in a new window]
 
FIGURE 1. Distribution of acidic amino acids along the C termini of peptides isolated from I-Ag7 or I-Ag7PD. I-Ag7-associated peptides were isolated from C3.G7 and M12.G7 APC lines, whereas I-Ag7PD-associated peptides were isolated from the C3.G7PD APC line. All peptides are included in the analyses. The last 10 C termini residues of each peptide were scored for the presence of either Glu or Asp at each position. The bar graphs depict the presence of acidic residues, shown as percent positive, for each position starting at the most C-terminal residue. The most C-terminal residue was assigned position 10; similarly, the second-most C-terminal residue was assigned position 9 and so on. As shown, peptides isolated from I-Ag7 exhibit the biased presence of acidic amino acids among the C-terminal residues when compared with peptides isolated from I-Ag7PD (especially at positions 10, 9, 8, 7 and 6).

 
It is important to emphasize that peptides represented heavily in I-Ag7, like those derived from integral membrane protein (E2B), were not found among peptides isolated from I-Ag7PD molecules. This result was ascertained by searching for the known masses of I-Ag7 peptides among the I-Ag7PD-extracted peptides. In all, we searched the I-Ag7PD MS spectra for 34 I-Ag7 peptides distributed among eight different families (denoted by * in Table IGo) and found none. Thus the repertoire of peptides that each class II molecule samples is very unique and is an indication of the value of the P9 pocket in the selection process. We believe these conclusions are valid because the results were obtained on the same M12.C3 cell line expressing either one or the other class II MHC molecule.

We also examined 47 I-Ag7-bound peptides from a different cell line resulting from the fusion of the M12.C3 line with splenic B cells expressing I-Ag7 (referred to as M12.G7, Table IGo). The same results were found regarding the sequence of peptides that were favored. All of the peptide families selected by I-Ag7 contained acidic residues at their C termini (17 of 17 or 100%) (Fig. 1Go). In addition, like the peptides from C3.G7, 12 of 17 peptides (71%) from M12.G7 cells also contained more than one acidic residue, some in pairs, others separated by one or two amino acids.

Binding features of the peptides

The binding properties of some of the peptides are shown in Table IIIGo. The peptides extracted from I-Ag7 showed much preference to bind at pH 5.5 rather than at pH 7.5, an indication that protonation of the acidic residues was important in the binding. These I-Ag7-extracted peptides bound also to I-Ag7PD but with lesser strength; it was striking that their binding to I-Ag7PD was practically abolished at pH 7.5. Peptides that were isolated from I-Ag7PD had less preference for acidic pH in binding to I-Ag7PD as compared with those extracted from I-Ag7. The peptides extracted from I-Ag7PD also preferred to bind to it rather than to I-Ag7. The preference for binding peptide at acidic pH indicates the importance of processing in late vesicles that are acidic. The extent of physiological interactions at neutral pH on the cell surface is not known.


View this table:
[in this window]
[in a new window]
 
Table III. Binding properties of peptides isolated from I-Ag7 and I-Ag7PD1

 
We examined in more detail the role of acidic residues in peptide binding to I-Ag7. We were particularly interested in those peptides with C termini sequences of a pair of acidics or two acidics separated by one residue. A favorable role for acidic residues at peptide P10, P11, or P12 was discussed in the study by Corper et al. (36). The P9 pocket of I-Ag7 accepts amino acids with small side chains like Gly or Ala, or acidic residues that can interact with the unpaired {alpha}76Arg. Therefore, peptides with specific changes in the C termini acidic residues were tested for binding to I-Ag7. Because we had previously documented that changes of an acidic residue at P9 to an Ala might have a limited influence on binding (37), we made mutant peptides in which we replaced Lys instead of the Asp or Glu residue. We previously found that basic residues at the P9 site hindered the binding interaction of the entire peptide (37). By doing these manipulations we sought to obtain information on which acidic residues were preferred as well as on the cooperativity of two or more acidic amino acids. To justify the "Lys mapping," our initial analysis was done using the HEL11–25 peptide, whose structural basis for I-Ag7 binding was previously documented (37). A brief analysis of our results and our interpretation for them now follows.

HEL 11–25. In the original HEL11–25 peptide, structural analysis documented that Gly22 was the amino acid at the P9 position. Others (31) speculated about a different motif but the immunological and structural analysis performed by us (37) indicated only one register, as shown in Fig. 2Go. The differences cannot be accounted for by technical variations related to pH (37). Single replacements of Gly with either Asp or Glu resulted in a modest increase in binding strength: from 9 to 5 and 3 µM, respectively (Fig. 2GoA). A sequence of three acidic residues as found in the dominant E2B112–126 peptide (Tables IIGo and IIIGo) was replaced for residues 22 to 24 in the HEL11–25 peptide. Placing the Glu-Glu-Asp sequence for the natural Gly-Tyr-Ser resulted in a marked increase in binding, from 9 to 0.9 µM. Making a "Lys map" indicated the preferential use of the Glu22: it was the only position where replacing with a Lys resulted in marked inhibition. We concluded that the preferred register is the one having the first Glu as P9. As indicated in the natural sequence, this register results in the Arg14, a preferred basic residue, at P1.



View larger version (26K):
[in this window]
[in a new window]
 
FIGURE 2. Dominant binding registers of peptides isolated from I-Ag7. Lys-scan analysis of peptides isolated from I-Ag7 to determine the dominant binding register as well as the preferred P9 acidic residue. First shown is the binding analysis of HEL11–25 peptide and some of its variant peptides. This experiment was done four times with identical results with <10% variation from the mean. The site for amino acid change is indicated by a square showing the one-letter code for the mutated residue. The dominant binding register for each peptide is underlined and the core amino acid residues forming this register are shown in bold. All binding analyses were conducted at pH 5.5 as described in Materials and Methods.

 
The role of the remaining acidic residues in the "EED" sequence of the HEL peptide was then explored. As shown in Fig. 2Go, placing an acidic residue at P10, under conditions where Gly is maintained at P9, was also highly effective, as evidenced by an almost 10-fold increase in binding (see HEL11–25GED in Fig. 2GoA). Therefore, without an acidic at P9 the peptide register could shift by one amino acid or, alternatively, the register could be the same (with Gly at P9) but the second acidic could interact in the shallow P9 pocket with the {alpha}76Arg. We favor the latter based on data not shown where T cells directed to HEL11–25 (37) also recognized equally well the HEL11–25GED peptide. The Lys map indicated that when having a Gly at P9, a positively charged residue at peptide P10 was hindering and resulted in loss of binding (Fig. 2Go) (but note that a Lys at P11 had a minimal effect). Thus, Glu22 or Glu23 can each have a role, demonstrating the advantage of having carboxyl-terminal runs of acidic residues cooperating in peptide binding to I-Ag7.

BSA 304–319. Fig. 2GoB shows three conceivable binding registers for this peptide. The amino acid change is indicated by a square showing the one-letter code for the mutated residue. In bold and underlined is the peptide sequence of the favored dominantbinding register, in this case "register 2." The substitution of Glu315 for Lys had a minor effect while Asp319 to Lys resulted in a more pronounced loss of binding. However, changing Glu317 to a Lys had the most profound negative effect on binding, suggesting that the preferred binding register is the second one, the register using Glu317 as P9. This was further ascertained by changing the Ala314 to a Lys; we knew that basic residues are also extremely hindering at the P6 position (37). Indeed, the peptide with an Ala314 to a Lys failed to bind to I-Ag7. Therefore, this last mutant peptide confirms that the dominant binding register is register 2, which uses Glu317 as the P9 anchor residue and a Lys at P1, which is the favored residue at this site (37). Also important to note is that replacing Glu317 (P9) to an Ala resulted in a >10-fold loss of binding which suggested that, in this peptide, the acidic P9 anchor residue positively contributed to peptide binding to I-Ag7. Surprisingly, changing the Asp319 (P11) to a Lys also negatively affected binding. This observation was similar to our previous results with the HEL11–25 peptide wherein basic residues at P10 and P11 also resulted in a loss of binding (Fig. 2GoA). To dissect the cooperative role of acidic residues in peptide binding, we changed Glu315, Glu317, and/or Asp319 to Ala. As shown in Fig. 2Go, changing Glu315 or Asp319 to an Ala did not affect binding much. However, changing either or both of these acidic residues along with the P9 Glu317 to an Ala resulted in a marked loss of binding.

LAMP213–227. The Lys replacement at Glu223 had some effect on binding, but that of Asp224 was considerably inhibitory. As shown, in binding register 2, Asp224 at P9 would allow for a Lys to be used as P1. Binding register 1, using Glu223 as P9, would result in a Met at P4, a residue that is not favored. To confirm that the preferred binding register 2 indeed uses Asp224 as the P9 anchor, we changed the putative P6 Ala221 to a hindering Lys residue. This mutation resulted in a >20-fold loss of binding. Unlike the BSA 304–319 peptide, changing the P9 Asp224 to an Ala had a minimal effect on binding. Changing either the Glu223 or Asp224 alone to an Ala also had a minimal effect on binding; however, changing both of them to Ala resulted in a 4-fold loss of binding.

FK-506 binding protein 51–65. Although substitutions of both acidics, Glu61 and Glu62, had some effect, the major effect was found with the substitution of Glu62 to a Lys. Binding register 2, using Glu62 at P9, is preferred because Glu61 at P9 would have placed Arg58 as P6; basic residues at P6 profoundly inhibit binding. Again, changing the Gly59 to a Lys generated a non-binder peptide, which supported the fact that Glu62 is the P9 anchor and Gly59 is P6 for this peptide. Finally, substituting either the P9 Glu62 or the P8 Glu61 to an Ala did not affect binding, but changing both of these together to Ala allowed for a >6-fold loss of binding (Fig. 2GoC).

E2B112–126. Binding register 2 that uses Glu124 as P9 was clearly preferred; that is, it was the one where the substitution to a Lys had a 30-fold decrease in binding. Note that binding registers 1 and 3 are probably not preferred because of the hindering effect of Lys at either P4 or P6. This was proven by the second series of mutant peptides where a Lys was placed at the Ile at residues 119 or 121, corresponding with the P4 or P6 sites in register 2; in this case there was marked inhibition of binding. As previously seen with most other peptides, replacing the P9 Glu124 to an Ala had no effect on binding. Similarly, changing the P8 Glu123 or the P10 Asp125 to Ala did not affect binding. However, changing Glu123, Glu124, and Asp125 (P8, P9, and P10, respectively) to Ala, as shown in Fig. 2Go, resulted in a >5-fold loss of binding.

In summary, these five examples justify the use of the Lys scan in pointing to the most favored registers used by the selected peptides. Multiple acidic residues at positions P8, P10, and/or P11 may cooperate with acidic P9 anchor residues to provide a binding advantage, which may in turn be a decisive biochemical parameter for peptide selection by I-Ag7.

Comments

We conclude that the P9 pocket of I-Ag7 is central in the selection of peptides, favoring sequences that contain acidic residues that interact at that site. We commented that some of the peptides contain more than one acidic residue; the examination of mutant peptides in which we placed hindering basic amino acids allowed us to map with certainty the residues that interact at P9. We conclude that either one of the acidic residues is preferably selected or both acidics cooperate, presumably in the interaction with {alpha}76Arg, as envisioned in the recent report by Corper et al. (36). In the other publication on I-Ag7-extracted peptides, two peptides were identified that contained C-terminal acidic residues, only one of which was studied in binding (34). We conclude that I-Ag7 molecules exhibit noted selectivity for peptides, as do other class II molecules, such as I-Ak, the other allele that we have studied (42, 43, 44, 45). Thus we do not find promiscuity or degeneracy in peptide selection as would be deduced from our previous papers (27, 28) and in a recent report by Stratmann et al. (46). Indeed, there were marked ranges in the amounts of peptides but an overall clear preference for those having a defined composition.

On a related note, two reports isolated and characterized naturally processed peptides selected by HLA-DQ8, the diabetes-susceptible human class II MHC allele (47, 48). Of these two, the first one suggested that peptides bound to DQ8 contained positively charged residues at P1 and Gly or Ala at P6 (47), while the later report indicated that negatively charged residues were preferred at the P1 and P9 positions (48). However, the primary drawbacks of these studies were as follows: 1) very few naturally processed peptides were identified (47, 48), 2) of these few peptides, some never bound to DQ8 and were thus considered artifacts (47), and 3) none of these reports described any detailed binding analysis which might have supported the proposed binding motifs (47, 48). Other binding studies testing HLA-DQ8 pointed toward the role of acidic residues at the P9 position (49).

Two other important conclusions can be made from our analyses. First, although the peptides that were identified did bind back to their respective class II molecules, we did not find a strict correlation between the degree of binding and the extent of selection. Such a relationship between those peptides that had the highest binding strength for I-Ag7 and their amounts displayed may not be expected; the amount displayed may depend upon the expression levels of various self-proteins and their relative accessibility to the class II MHC processing pathway. We do not have any information on the pool of these self-proteins available for class II MHC binding and selection, which makes it impossible to correlate amounts with selection. Using a controlled processing system, that of APCs cultured with HEL and quantifying the peptides displayed by the I-Ak molecules, we also found a several hundredfold difference in the amounts of epitopes displayed. In this case, peptides with the highest affinity tended to be the ones most heavily represented and contained a sequence motif that favored binding (50). Moreover, by examining the data we conclude that the specificity of peptides selected by I-Ag7 or I-Ag7PD was not related to their binding strength to one or the other class II MHC allele. In terms of IC50 values, which correlates with the KD, the differences between peptides bound to I-Ag7 and their amounts or, more importantly, their binding strength to I-Ag7PD was not sufficient to explain the basis for their selection of one vs the other class II molecule. Take E2B112–126 for one example: it is the highest peptide family represented in I-Ag7 and it binds well to it, but ~10 fold less to I-Ag7PD. Yet it was not represented at all among the I-Ag7PD extracts in contrast to other peptides extracted from I-Ag7PD, which had binding affinities about the same as E2B112–126 and which were selected. From a biochemical viewpoint, I-Ag7 peptides may have faster off-rates when bound to I-Ag7PD, which could explain why I-Ag7-associated peptides are never selected by I-Ag7PD. Current ongoing studies in our laboratory are focused toward addressing these very issues.

Second, our results examining the physiological peptides presented by I-Ag7 are definitive in establishing the importance and value of C termini acidic residues that interact with the P9 pocket. Besides this, peptides isolated from I-Ag7 also prefer small to medium hydrophobic amino acids at the P4 and P6 positions (especially Ile or Leu at P4 and Ala, Ile or Leu at P6), which is in consensus with the structural features reported recently by Corper et al. (36) and Latek et al. (37). Numerous reports in the past described peptides associated with I-Ag7; however, many of them were in disagreement regarding the peptide motifs involved in the interaction, making it difficult to reach a consensus (27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37). In agreement with our finding, many of the epitopes derived from other autoantigens (26, 28, 29, 36, 37), including those implicated in diabetes, such as glutamic acid decarboxylase, insulin, and carboxypeptidase H, contained acidic residues at the P9 position and some even exhibited the presence of multiple acidic residues toward their C termini (26, 29). Whether these are represented among the physiological peptides displayed from islet {beta} cells will need to be evaluated.

Although I-Ag7 tends to have weaker interactions with peptides when compared with I-Ak (I-Ag7 in the micromolar range and I-Ak in the nanomolar), the present chemical analyses do not support such a loose interaction as the basis for selection of many autologous peptides and autoimmunity. Since our initial reports (27, 28), the issue was raised that I-Ag7 favored weak binding peptides with little discrimination and that these weak interactions may be the element favoring a large number of autoreactive T cells escaping central negative selection in the thymus. Whether a loose interaction between autologous peptides and I-Ag7 is a factor in autoreactivity remains a possibility that needs reevaluation.

At this point we favor that islet {beta} cell-derived peptides will have the features outlined in this study and be optimally selected, this being the primary reason why I-Ag7 predisposes toward the onset of diabetes. In other words, autoantigenic islet {beta} cell peptides can be efficiently selected by I-Ag7 but not by I-Ag7PD, and this biochemical property is entirely dependent upon the amino acid composition of the P9 pocket. To support this conclusion, one of the peptides we isolated from I-Ag7 (HSP164–183: TPEEIAQVATISANGDKDIG; Table IGo) was derived from the murine 60-kDa heat shock protein (HSP)-60, which has been previously implicated as an autoantigen in insulin-dependent diabetes mellitus (51, 52, 53, 54). The HSP164–183 epitope was found only among the naturally processed peptides isolated from I-Ag7 and not among the peptides isolated from I-Ag7PD. Thus, although the expression of HSP-60 is not islet {beta} cell specific, the selection of the HSP peptide is unique to I-Ag7 and is indicative of the crucial role of the P9 pocket in peptide selection by I-Ag7.

In summary, we demonstrate in this study that peptide selection from protein processing has an important component of specificity that is dependent on the chemical composition of the allele-specific site of the peptide-binding groove.


    Footnotes
 
1 This work was supported by grants from the National Institutes of Health and the Kilo Diabetes and Vascular Research Foundation (St. Louis, MO), and by the Pharmacia-Washington University agreement. Back

2 Address correspondence and reprint requests to Dr. Emil R. Unanue, Department of Pathology and Immunology, Washington University School of Medicine, 660 South Euclid Avenue, St. Louis, MO 63110. E-mail address: unanue{at}pathbox.wustl.edu Back

3 Abbreviations used in this paper: NOD, nonobese diabetic; MS, mass spectrometry; MS/MS, tandem MS; HEL, hen egg white lysozyme; HSP, heat shock protein. Back

Received for publication August 1, 2001. Accepted for publication November 27, 2001.


    References
 Top
 Abstract
 Introduction
 Materials and Methods
 Results and Discussion
 References
 

  1. Falk, K., O. Rotzschke, S. Stevanovic, G. Jung, H. G. Rammensee. 1994. Pool sequencing of natural HLA-DR, DQ, and DP ligands reveals detailed peptide motifs, constraints of processing, and general rules. Immunogenetics 39:230.[Medline]
  2. Rammensee, H. G., T. Friede, S. Stevanoviic. 1995. MHC ligands and peptide motifs: first listing. Immunogenetics 41:178.[Medline]
  3. Rotzschke, O., K. Falk, K. Deres, H. Schild, M. Norda, J. Metzger, G. Jung, H. G. Rammensee. 1990. Isolation and analysis of naturally processed viral peptides as recognized by cytotoxic T cells. Nature 348:252.[Medline]
  4. Rotzschke, O., K. Falk, H. J. Wallny, S. Faath, H. G. Rammensee. 1990. Characterization of naturally occurring minor histocompatibility peptides including H-4 and H-Y. Science 249:283.[Abstract/Free Full Text]
  5. DiBrino, M., K. C. Parker, J. Shiloach, M. Knierman, J. Lukszo, R. V. Turner, W. E. Biddison, J. E. Coligan. 1993. Endogenous peptides bound to HLA-A3 possess a specific combination of anchor residues that permit identification of potential antigenic peptides. Proc. Natl. Acad. Sci. USA 90:1508.[Abstract/Free Full Text]
  6. Falk, K., O. Rotzschke, S. Stevanovic, G. Jung, H. G. Rammensee. 1991. Allele-specific motifs revealed by sequencing of self-peptides eluted from MHC molecules. Nature 351:290.[Medline]
  7. Hunt, D. F., R. A. Henderson, J. Shabanowitz, K. Sakaguchi, H. Michel, N. Sevilir, A. L. Cox, E. Appella, V. H. Engelhard. 1992. Characterization of peptides bound to the class I MHC molecule HLA-A2.1 by mass spectrometry. Science 255:1261.[Abstract/Free Full Text]
  8. Jardetzky, T. S., W. S. Lane, R. A. Robinson, D. R. Madden, D. C. Wiley. 1991. Identification of self peptides bound to purified HLA-B27. Nature 353:326.[Medline]
  9. Chicz, R. M., R. G. Urban, W. S. Lane, J. C. Gorga, L. J. Stern, D. A. Vignali, J. L. Strominger. 1992. Predominant naturally processed peptides bound to HLA-DR1 are derived from MHC-related molecules and are heterogeneous in size. Nature 358:764.[Medline]
  10. Hunt, D. F., H. Michel, T. A. Dickinson, J. Shabanowitz, A. L. Cox, K. Sakaguchi, E. Appella, H. M. Grey, A. Sette. 1992. Peptides presented to the immune system by the murine class II major histocompatibility complex molecule I-Ad. Science 256:1817.[Abstract/Free Full Text]
  11. Nelson, C. A., R. W. Roof, D. W. McCourt, E. R. Unanue. 1992. Identification of the naturally processed form of hen egg white lysozyme bound to the murine major histocompatibility complex class II molecule I-Ak. Proc. Natl. Acad. Sci. USA 89:7380.[Abstract/Free Full Text]
  12. Rudensky, A., P. Preston-Hurlburt, S. C. Hong, A. Barlow, Jr C. A. Janeway. 1991. Sequence analysis of peptides bound to MHC class II molecules. Nature 353:622.[Medline]
  13. Castano, L., G. S. Eisenbarth. 1990. Type-I diabetes: a chronic autoimmune disease of human, mouse, and rat. Annu. Rev. Immunol. 8:647.[Medline]
  14. Kikutani, H., S. Makino. 1992. The murine autoimmune diabetes model: NOD and related strains. Adv. Immunol. 51:285.[Medline]
  15. Hattori, M., J. B. Buse, R. A. Jackson, L. Glimcher, M. E. Dorf, M. Minami, S. Makino, K. Moriwaki, H. Kuzuya, H. Imura, et al 1986. The NOD mouse: recessive diabetogenic gene in the major histocompatibility complex. Science 231:733.[Abstract/Free Full Text]
  16. Tisch, R., H. McDevitt. 1996. Insulin-dependent diabetes mellitus. Cell 85:291.[Medline]
  17. Wicker, L. S., J. A. Todd, L. B. Peterson. 1995. Genetic control of autoimmune diabetes in the NOD mouse. Annu. Rev. Immunol. 13:179.[Medline]
  18. Acha-Orbea, H., H. O. McDevitt. 1987. The first external domain of the nonobese diabetic mouse class II I-A {beta} chain is unique. Proc. Natl. Acad. Sci. USA 84:2435.[Abstract/Free Full Text]
  19. Morel, P. A., J. S. Dorman, J. A. Todd, H. O. McDevitt, M. Trucco. 1988. Aspartic acid at position 57 of the HLA-DQ {beta} chain protects against type I diabetes: a family study. [Published erratum appears in 1989 Proc. Natl. Acad. Sci. USA 86:1317.]. Proc. Natl. Acad. Sci. USA 85:8111.[Abstract/Free Full Text]
  20. Todd, J. A., J. I. Bell, H. O. McDevitt. 1987. HLA-DQ {beta} gene contributes to susceptibility and resistance to insulin-dependent diabetes mellitus. Nature 329:599.[Medline]
  21. Quartey-Papafio, R., T. Lund, P. Chandler, J. Picard, P. Ozegbe, S. Day, P. R. Hutchings, L. O’Reilly, D. Kioussis, E. Simpson, et al 1995. Aspartate at position 57 of nonobese diabetic I-Ag7 {beta}-chain diminishes the spontaneous incidence of insulin-dependent diabetes mellitus. J. Immunol. 154:5567.[Abstract]
  22. Singer, S. M., R. Tisch, X. D. Yang, H. K. Sytwu, R. Liblau, H. O. McDevitt. 1998. Prevention of diabetes in NOD mice by a mutated I-Ab transgene. Diabetes 47:1570.[Abstract]
  23. Kanagawa, O., S. M. Martin, B. A. Vaupel, E. Carrasco-Marin, E. R. Unanue. 1998. Autoreactivity of T cells from nonobese diabetic mice: an I-Ag7-dependent reaction. Proc. Natl. Acad. Sci. USA 95:1721.[Abstract/Free Full Text]
  24. Ridgway, W. M., H. Ito, M. Fasso, C. Yu, C. G. Fathman. 1998. Analysis of the role of variation of major histocompatibility complex class II expression on nonobese diabetic (NOD) peripheral T cell response. J. Exp. Med. 188:2267.[Abstract/Free Full Text]
  25. Kanagawa, O., B. A. Vaupel, G. Xu, E. R. Unanue, J. D. Katz. 1998. Thymic positive selection and peripheral activation of islet antigen-specific T cells: separation of two diabetogenic steps by an I-Ag7 class II MHC {beta}-chain mutant. J. Immunol. 161:4489.[Abstract/Free Full Text]
  26. Chao, C. C., H. K. Sytwu, E. L. Chen, J. Toma, H. O. McDevitt. 1999. The role of MHC class II molecules in susceptibility to type I diabetes: identification of peptide epitopes and characterization of the T cell repertoire. [Published erratum appears in 1999 Proc. Natl. Acad. Sci. USA 96:12970.]. Proc. Natl. Acad. Sci. USA 96:9299.[Abstract/Free Full Text]
  27. Carrasco-Marin, E., O. Kanagawa, E. R. Unanue. 1999. The lack of consensus for I-Ag7-peptide binding motifs: is there a requirement for anchor amino acid side chains?. Proc. Natl. Acad. Sci. USA 96:8621.[Abstract/Free Full Text]
  28. Carrasco-Marin, E., J. Shimizu, O. Kanagawa, E. R. Unanue. 1996. The class II MHC I-Ag7 molecules from nonobese diabetic mice are poor peptide binders. J. Immunol. 156:450.[Abstract]
  29. Chao, C. C., H. O. McDevitt. 1997. Identification of immunogenic epitopes of GAD 65 presented by Ag7 in non-obese diabetic mice. Immunogenetics 46:29.[Medline]
  30. Gregori, S., E. Bono, F. Gallazzi, J. Hammer, L. C. Harrison, L. Adorini. 2000. The motif for peptide binding to the insulin-dependent diabetes mellitus-associated class II MHC molecule I-Ag7 validated by phage display library. Int. Immunol. 12:493.[Abstract/Free Full Text]
  31. Harrison, L. C., M. C. Honeyman, S. Trembleau, S. Gregori, F. Gallazzi, P. Augstein, V. Brusic, J. Hammer, L. Adorini. 1997. A peptide-binding motif for I-Ag7, the class II major histocompatibility complex (MHC) molecule of NOD and Biozzi AB/H mice. J. Exp. Med. 185:1013.[Abstract/Free Full Text]
  32. Hausmann, D. H., B. Yu, S. Hausmann, K. W. Wucherpfennig. 1999. pH-dependent peptide binding properties of the type I diabetes-associated I-Ag7 molecule: rapid release of CLIP at an endosomal pH. J. Exp. Med. 189:1723.[Abstract/Free Full Text]
  33. Oiso, M., S. Matsushita, T. Nishi, T. Ishikawa, N. Nakano, K. Yoshida, H. Kikutani, Y. Nishimura. 1998. Differential binding of peptides substituted at a putative C-terminal anchor residue to I-Ag7{beta}56His{beta}57Ser and I-Ag7{beta}56Pro{beta}57Asp. Immunogenetics 47:411.[Medline]
  34. Reich, E. P., H. von Grafenstein, A. Barlow, K. E. Swenson, K. Williams, Jr C. A. Janeway. 1994. Self peptides isolated from MHC glycoproteins of nonobese diabetic mice. J. Immunol. 152:2279.[Abstract]
  35. Reizis, B., M. Eisenstein, J. Bockova, S. Konen-Waisman, F. Mor, D. Elias, I. R. Cohen. 1997. Molecular characterization of the diabetes-associated mouse MHC class II protein, I-Ag7. Int. Immunol. 9:43.[Abstract/Free Full Text]
  36. Corper, A. L., T. Stratmann, V. Apostolopoulos, C. A. Scott, K. C. Garcia, A. S. Kang, I. A. Wilson, L. Teyton. 2000. A structural framework for deciphering the link between I-Ag7 and autoimmune diabetes. Science 288:505.[Abstract/Free Full Text]
  37. Latek, R. R., A. Suri, S. J. Petzold, C. A. Nelson, O. Kanagawa, E. R. Unanue, D. H. Fremont. 2000. Structural basis of peptide binding and presentation by the type I diabetes-associated MHC class II molecule of NOD mice. Immunity 12:699.[Medline]
  38. Fremont, D. H., D. Monnaie, C. A. Nelson, W. A. Hendrickson, E. R. Unanue. 1998. Crystal structure of I-Ak in complex with a dominant epitope of lysozyme. Immunity 8:305.[Medline]
  39. Scott, C. A., P. A. Peterson, L. Teyton, I. A. Wilson. 1998. Crystal structures of two I-Ad-peptide complexes reveal that high affinity can be achieved without large anchor residues. [Published erratum appears in 1998 Immunity 8:531.]. Immunity 8:319.[Medline]
  40. Lee, K. H., K. W. Wucherpfennig, D. C. Wiley. 2001. Structure of a human insulin peptide-HLA-DQ8 complex and susceptibility to type 1 diabetes. Nat. Immunol. 2:501.[Medline]
  41. Kanagawa, O., J. Shimizu, E. R. Unanue. 1997. The role of I-Ag7 {beta} chain in peptide binding and antigen recognition by T cells. Int. Immunol. 9:1523.[Abstract/Free Full Text]
  42. Nelson, C. A., S. J. Petzold, E. R. Unanue. 1993. Identification of two distinct properties of class II major histocompatibility complex-associated peptides. Proc. Natl. Acad. Sci. USA 90:1227.[Abstract/Free Full Text]
  43. Gugasyan, R., I. Vidavsky, C. A. Nelson, M. L. Gross, E. R. Unanue. 1998. Isolation and quantitation of a minor determinant of hen egg white lysozyme bound to I-Ak by using peptide-specific immunoaffinity. J. Immunol. 161:6074.[Abstract/Free Full Text]
  44. Latek, R. R., E. R. Unanue. 1999. Mechanisms and consequences of peptide selection by the I-Ak class II molecule. Immunol. Rev. 172:209.[Medline]
  45. Nelson, C. A., N. J. Viner, E. R. Unanue. 1996. Appreciating the complexity of MHC class II peptide binding: lysozyme peptide and I-Ak. Immunol. Rev. 151:81.[Medline]
  46. Stratmann, T., V. Apostolopoulos, V. Mallet-Designe, A. L. Corper, C. A. Scott, I. A. Wilson, A. S. Kang, L. Teyton. 2000. The I-Ag7 MHC class II molecule linked to murine diabetes is a promiscuous peptide binder. J. Immunol. 165:3214.[Abstract/Free Full Text]
  47. Chicz, R. M., W. S. Lane, R. A. Robinson, M. Trucco, J. L. Strominger, J. C. Gorga. 1994. Self-peptides bound to the type I diabetes associated class II MHC molecules HLA-DQ1 and HLA-DQ8. Int. Immunol. 6:1639.[Abstract/Free Full Text]
  48. Godkin, A., T. Friede, M. Davenport, S. Stevanovic, A. Willis, D. Jewell, A. Hill, H. G. Rammensee. 1997. Use of eluted peptide sequence data to identify the binding characteristics of peptides to the insulin-dependent diabetes susceptibility allele HLA-DQ8 (DQ 3.2). Int. Immunol. 9:905.[Abstract/Free Full Text]
  49. Kwok, W. W., M. L. Domeier, F. C. Raymond, P. Byers, G. T. Nepom. 1996. Allele-specific motifs characterize HLA-DQ interactions with a diabetes-associated peptide derived from glutamic acid decarboxylase. J. Immunol. 156:2171.[Abstract]
  50. Velazquez, C., R. DiPaolo, E. R. Unanue. 2001. Quantitation of lysozyme peptides bound to class II MHC molecules indicates very large differences in levels of presentation. J. Immunol. 166:5488.[Abstract/Free Full Text]
  51. Bockova, J., D. Elias, I. R. Cohen. 1997. Treatment of NOD diabetes with a novel peptide of the hsp60 molecule induces Th2-type antibodies. J. Autoimmun. 10:323.[Medline]
  52. Elias, D., H. Marcus, T. Reshef, V. Ablamunits, I. R. Cohen. 1995. Induction of diabetes in standard mice by immunization with the p277 peptide of a 60-kDa heat shock protein. Eur. J. Immunol. 25:2851.[Medline]
  53. Elias, D., D. Markovits, T. Reshef, R. van der Zee, I. R. Cohen. 1990. Induction and therapy of autoimmune diabetes in the non-obese diabetic (NOD/Lt) mouse by a 65-kDa heat shock protein. Proc. Natl. Acad. Sci. USA 87:1576.[Abstract/Free Full Text]
  54. Elias, D., T. Reshef, O. S. Birk, R. van der Zee, M. D. Walker, I. R. Cohen. 1991. Vaccination against autoimmune mouse diabetes with a T-cell epitope of the human 65-kDa heat shock protein. Proc. Natl. Acad. Sci. USA 88:3088.[Abstract/Free Full Text]



This article has been cited by other articles:


Home page
DiabetesHome page
M. G. Levisetti, D. M. Lewis, A. Suri, and E. R. Unanue
Weak Proinsulin Peptide-Major Histocompatibility Complexes Are Targeted in Autoimmune Diabetes in Mice
Diabetes, July 1, 2008; 57(7): 1852 - 1860.
[Abstract] [Full Text] [PDF]


Home page
J. Immunol.Home page
A. Suri, J. J. Walters, H. W. Rohrs, M. L. Gross, and E. R. Unanue
First Signature of Islet {beta}-Cell-Derived Naturally Processed Peptides Selected by Diabetogenic Class II MHC Molecules
J. Immunol., March 15, 2008; 180(6): 3849 - 3856.
[Abstract] [Full Text] [PDF]


Home page
J. Immunol.Home page
M. G. Levisetti, A. Suri, S. J. Petzold, and E. R. Unanue
The Insulin-Specific T Cells of Nonobese Diabetic Mice Recognize a Weak MHC-Binding Segment in More Than One Form
J. Immunol., May 15, 2007; 178(10): 6051 - 6057.
[Abstract] [Full Text] [PDF]


Home page
J. Immunol.Home page
D. L. Donermeyer, K. S. Weber, D. M. Kranz, and P. M. Allen
The Study of High-Affinity TCRs Reveals Duality in T Cell Recognition of Antigen: Specificity and Degeneracy
J. Immunol., November 15, 2006; 177(10): 6911 - 6919.
[Abstract] [Full Text] [PDF]


Home page
J. Immunol.Home page
F. F. Shih, J. Racz, and P. M. Allen
Differential MHC Class II Presentation of a Pathogenic Autoantigen during Health and Disease
J. Immunol., March 15, 2006; 176(6): 3438 - 3448.
[Abstract] [Full Text] [PDF]


Home page
J. Immunol.Home page
N. J. Felix, A. Suri, J. J. Walters, S. Horvath, M. L. Gross, and P. M. Allen
I-Ep-Bound Self-Peptides: Identification, Characterization, and Role in Alloreactivity
J. Immunol., January 15, 2006; 176(2): 1062 - 1071.
[Abstract] [Full Text] [PDF]


Home page
Int ImmunolHome page
M. G. Levisetti, A. Suri, I. Vidavsky, M. L. Gross, O. Kanagawa, and E. R. Unanue
Autoantibodies and CD4 T cells target a {beta} cell retroviral envelope protein in non-obese diabetic mice
Int. Immunol., December 1, 2003; 15(12): 1473 - 1483.
[Abstract] [Full Text] [PDF]


Home page
Proc. Natl. Acad. Sci. USAHome page
A. Suri, J. J. Walters, O. Kanagawa, M. L. Gross, and E. R. Unanue
Specificity of peptide selection by antigen-presenting cells homozygous or heterozygous for expression of class II MHC molecules: The lack of competition
PNAS, April 29, 2003; 100(9): 5330 - 5335.
[Abstract] [Full Text] [PDF]


Home page
Protein Eng Des SelHome page
S. E. Starwalt, E. L. Masteller, J. A. Bluestone, and D. M. Kranz
Directed evolution of a single-chain class II MHC product by yeast display
Protein Eng. Des. Sel., February 1, 2003; 16(2): 147 - 156.
[Abstract] [Full Text] [PDF]


Home page
J. Biol. Chem.Home page
C. Velazquez, I. Vidavsky, K. van der Drift, M. L. Gross, and E. R. Unanue
Chemical Identification of a Low Abundance Lysozyme Peptide Family Bound to I-Ak Histocompatibility Molecules
J. Biol. Chem., November 1, 2002; 277(45): 42514 - 42522.
[Abstract] [Full Text] [PDF]


This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Right arrow Citation Map