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The Insulin-Specific T Cells of Nonobese Diabetic Mice Recog

日期:2023-01-06 阅读量:0 所属栏目:基础医学


【摘要】 several naturally occurring anti-insulin cd4 t cells were isolated from islet infiltrates of nod mice. in accordance with the results of others, these t cells recognized the segment of the -chain from residues 9c23. peptides encompassing the b:(9c23) sequence bound weakly to i-ag7 in two main contiguous registers in which two residues at the carboxyl end, p20gly and p21glu, influenced binding and t cell reactivity. naturally occurring insulin-reactive t cells exhibited differing reactivities with the carboxyl-terminal amino acids, although various single residue changes in either the flanks or the core segments affected t cell responses. the insulin peptides represent another example of a weak mhc-binding ligand that is highly immunogenic, giving rise to distinct populations of autoimmune t cells.

【关键词】 insulin-specific nonobese diabetic recognize mhc-binding



introduction


there is extensive experimental evidence supporting an important role for insulin as an autoantigen in the pathogenesis of autoimmune diabetes (reviewed in refs. 1 and 2). wegmann and collaborators (3, 4) first reported that insulin-reactive cd4+ t cells constituted a large component of the early islet infiltrate and that these insulin-reactive t cells accelerated or transferred disease into young nod or recipients. furthermore, they showed that most of these insulin-reactive t cells recognized the 9c23 peptide of the insulin b chain (5). these findings led to interventions aimed at inducing insulin-specific tolerance, such as intranasal, s.c., or intrathymic administration of the b:(9c23) peptide, which were largely successful at preventing or reducing the incidence of diabetes in nod mice (6, 7, 8). recent investigations confirmed the important role for insulin as an autoantigen in the pathogenesis of autoimmune diabetes. first, nod mice rendered tolerant to insulin by transgenic overexpression of the preproinsulin molecule in apcs had a greatly reduced incidence of diabetes (9, 10). and second, nod mice in which the dominant epitope of insulin was mutated by genetic manipulation had a greatly reduced incidence of disease (11). third, an anti-insulin b:(9c23) tcr-transgenic mouse developed disease when crossed onto a rag-deficient background (12). there is also evidence that insulin-reactive t cells regulate diabetogenic cells and protect mice from spontaneous disease or disease caused by the adoptive transfer of pathogenic clones (13, 14, 15).


in contrast to the many cellular studies, the binding interaction of the insulin b chain with the i-ag7 molecule has been studied to a limited extent. indeed, the insulin b:(9c23) peptide was shown to bind to i-ag7 (16, 17, 18, 19); however, the detailed nature of its binding to the mhc molecule was not evaluated, although the issue of a weak interaction has been alluded to as evidenced by its fast dissociation rate (18).


in this study, we isolated insulin-reactive cd4 t cells from prediabetic nod mice, all of which were reactive with the 9c23 segment of the insulin b chain, confirming the studies of wegmann and colleagues (3, 4, 5), abiru et al. (20), and halbout et al. (21). we correlated their activation with the interactions of the b chain 9c23 segment to the i-ag7 class ii mhc molecule. the insulin b:(9c23) peptide interacts weakly with the i-ag7 molecule and contains at least two potential binding registers. two amino acids at the carboxyl end, p20gly and p21glu, influenced binding and t cell reactivity.


materials and methods


animals


the nod mice were originally obtained from the jackson laboratory. all mice were housed and cared for in accordance with the guidelines of the washington university committee for the humane care of laboratory animals and with national institutes of health guidelines on laboratory animal welfare.


antigens


peptides were synthesized by f-moc techniques, and their identity was verified by maldi time-of-flight mass spectrometry (applied biosystems). human insulin was purchased in solution (10 mg/ml) from sigma-aldrich.


peptide-binding assays


soluble i-ag7 was produced using the recombinant baculovirus system as previously described (19). peptide-binding assays were done under acidic (ph 5.5) or neutral (ph 7.5) conditions. briefly, 0.5c1 g of i-ag7/class ii-associated invariant chain peptide was treated with 0.1 u of thrombin to cleave both the zipper tails and peptide linker (novagen) and simultaneously incubated with 0.125 pmol of 125i-radiolabeled mimotope reference peptide (gkkvattvhagyg) (19) and increasing doses of unlabeled peptides in 200 mm tris (2-carboxyethyl)phosphine hydrochloride, 20 mm mes, and 150 mm sodium chloride). binding reactions were incubated overnight at 25?c in 30-l 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. usually 25c35% of input peptide was bound, whereas <0.5% of peptides nonspecifically passed through the bio-spin columns. the ic50 value is very close to the binding equilibrium constant. for each variable, binding assays were done at least twice, but usually four to six times. individual binding results varied <20% from the averaged value. within experiments, variations did not exceed 15%. among experiments using different batches of i-ag7, variations in binding of the reference peptide varied 25%; the ic50 for the b:(9c23) insulin peptide binding varied from 1 to 3 m. dissociation rate was done following binding of the 125i-labeled b:(9c23) peptide of insulin-1 or insulin-2 to i-ag7. for labeling, the peptides contained a tyrosine either at the amino or carboxyl termini attached by a double alanine linker to the 9c23 peptide. after binding for 24 h, the complex was isolated by gel filtration on bio-spin columns and incubated in the presence of a 1000-fold excess of unlabeled reference peptide at room temperature or 37?c. after 1, 2, 4, and 24 h, the amounts of peptide complexed to i-ag7 were determined by purifying the complex through bio-spin columns.


generation of t cell hybridomas


infiltrated islets of langerhans were isolated from nod mice of various ages (12c24 wk) and dispersed to a single-cell suspension by standard techniques (22). dispersed islet cultures, containing cells, t cells, and apcs were stimulated in culture for 72 h in the presence of il-2 (200 u/ml), and t cells were fused to the bw5147 thymoma partner cell line as previously described. growth-positive wells were tested for reactivity with the insulin b:(9c23) peptide using the c3.g7 apc line (23) and positive wells were subcloned at a concentration of 0.5 cells/well for at least two passages.


t cell hybridoma assays


insulin-reactive t cell hybridomas (2 x 104/well) were cocultured with the c3.g7 apc line (2.5 x 104/well) in the presence of varying amounts of peptide in 96-well flat-bottom plates. after 24 h of culture, supernatants (100 l) were harvested for direct measurement of il-2 by elisa (bd biosciences). the response of each clone is presented relative to its reactivity with the b:(9c23) sequence. the data presented represent the average values of three to five independent assays, which varied by <20%.


results


the insulin b:(9c23) peptide binds weakly to i-ag7


given the abundance of spontaneously occurring t cells that recognize the b:(9c23) segment of insulin, a detailed binding analysis was done using purified i-ag7 molecules. binding assays were done with soluble i-ag7 and full-length or truncated peptides having one or more amino acid changes.


the i-ag7-binding motif prefers an acidic residue at the p9 position of the peptide to form an ion pair with the arg76 of the -chain of i-ag7 (24). two structural analyses of i-ag7 molecules indicated the features of the p9 pocket in which the arg76 residue of the -chain is left unpaired as a result of a serine instead of aspartic acid at 57 or paired with the p9 glutamic acid of the gad peptide (19, 25). the structure of the hla-dq8 molecule containing an insulin peptide, solved by wiley?s group (26), showed the same features of the p9 pocket. dq8 in comparison to i-ag7 has some distinct features, particularly at p4 in which large residues are favored (26). examination of naturally processed peptides bound to i-ag7 of apcs showed that 80c90% contained from one to three acidic residues at the carboxyl end (23, 24, 27, 28). as predicted from the structural analyses (19, 25), there was binding cooperativity among acidic residues at p9, p10, or p11 (23). peptides having glycine or alanine were also favored at the p9 position.


the b chain and the relevant peptide segment against which many t cells are directed bound relatively poorly to i-ag7 (tables i and ii). the entire b chain of insulin-1 bound with an ic50 of 2.6 m. the b:(9c23) peptide of ins-1 and ins-2 bound equally well, around the 2 m range; each differ by a proline or serine at residue 9 (see table ii). binding of the b (9c23) peptide (or the 12c20 or 13c21 peptides shown below) was profoundly affected whether conducted at neutral ph (data not shown; all binding results indicated below were made at ph 5.5).


table i. human and murine insulin sequencesa


table ii. binding of b chain peptidesa


the whole human insulin molecule did not bind in its native state. but binding was found when the assays were done using reducing agents (0.58 m), an indication that the insulin molecule, like most proteins, cannot bind in its native conformation. (human insulin and the mouse insulin-2 share identity at the b:(9c23) segment.) truncation of the b:(9c23) segment by one or two amino-terminal residues, to 10c23 or 11c23, did not affect the binding. the dissociation of the b:(9c23) peptide was found to be relatively fast with loss of 45c75% of the bound peptide in 2 h, in agreement with the data previously published by wucherpfennig?s laboratory (18), which also demonstrated the poor binding of insulin peptides.


based on previous binding studies (16, 17, 18, 19), the insulin b:(9c23) segment is predicted to contain two favorable binding core segments: 13c21:ealylvcge and 12c20:vealylvcg. a core segment comprises the nine-residue stretch of a peptide from p1 to p9 in which the mhc anchor amino acids mainly include p1, p4, p6, and p9, whereas the solvent-exposed residues that contact the tcr include p2, p3, p5, and p8. the p9 residue can interact with the unpaired arg76 of the i-ag7 -chain. it can be identified by examining the effects of substituting lysine at p9. a lysine at p9 hinders the binding of the peptide (23, 24, 27). single mutation of either glu21 or gly20 to lysine in the full-length b:(9c23) peptide affected binding slightly or not at all. however, double mutations of gly20 and glu21 to lysines resulted in loss of binding, to 12 m from 2.4 m (table ii). we interpreted this result to indicate that both p20gly and p21glu contributed to the binding at the carboxyl end of the peptide. either the peptide was binding by one of two contiguous binding registers, i.e., 12c20 and 13c21; or there was cooperativity between p20 and p21 with p20 being p9 of the peptide and p21, the p10 (table ii). such cooperativity was predicted in the crystallographic analysis by corper et al. (25) and found later to hold true (23). another example of such cooperativity was reported with hla-dr1 (29).


evaluation of the 13c21 and the 12c20 segments of b:(9c23) peptide


to evaluate further the two putative registers, the corresponding 9-mer minimal peptides were examined. a peptide containing the 13c21 segment is predicted to bind by way of glu21 at p9, whereas a peptide containing the 12c20 will have gly20 at p9 (tables iciii). as shown in tables iii and iv, each of the minimal nine-residue peptides bound to i-ag7, 13c21:ealylvcge, and 12c20: vealylvcg. tables iii and iv show the variant peptides examined and their binding: the peptides have been positioned in the most likely registers.


table iii. evaluation of 13c21 segment of the b:(9c23) peptidea


table iv. evaluation of the 12c20 and 15c23 segments of b:(9c23) peptidea


the 13c21 peptide bound less well than the 12c20 and a lysine substitution of p21glu markedly reduced binding, confirming the usage of the terminal glutamic acid (table iii, peptide 2). in the 13c21 peptide, the p4tyr is expected to be unfavorable. indeed, a peptide in which the p4tyr was changed to alanine showed a modest improvement in binding (table iii, peptide 4). however, changing the p4tyr to lysine did not hinder the interaction: the p4 anchor site of i-ag7 prefers small to medium size hydrophobic residues, whereas charged residues are not favored (table iii, peptide 3). conceivably, the 13c21 p4lys peptide could register shift as indicated in the 3b peptide in which the p20gly becomes p9 and is helped by the p10glu, leaving an empty p1. an alternative suggestion is that the strong p1 and p9 glutamic acid residues tolerate an unfavorable p4. in support of this interpretation are results with the 13c21 peptide in which the p1glu was changed to alanine: note peptides 5, 6, and 7 where now a negative effect is found when a lysine is placed at p4. finally, eight amino acid residue peptides bound weakly. such 8-mers in which either the p1 or the p9 were removed did not bind if lysine was placed at the putative p4, compare peptides 8 and 9 and 10 to 11 and 12.


the 12c20 peptide bound at 2.5 m but changing the p20gly to a lysine markedly reduced the binding, an indication that the p20gly is indeed a mhc anchor residue (table iv, cf peptides 1 and 2). changing the p5tyr to lysine affected the binding, which dropped to 5.7 m, although a change to alanine had no effect (2.6 m). the prediction was that the p5 lys would not inhibit a strict 12c20 peptide interaction because the p5 would be a tcr contact residue. one explanation is that register shifting is taking place within the 12c20 peptide as indicated by two alternatives shown as 1b and 1c in table iv.


addition of two alanines at the amino terminus of the two core segments improved binding: to 0.7 m for the 13c21 peptide (table iii, peptide 13) and to 0.8 m for the 12c20 peptide (table iv, peptide 6). the ala-ala-12c20 peptide lost binding strength when a lysine was substituted for the terminal gly20, to 11.1 m (table iv, peptide 7). for the ala-ala-13c21 peptide, the loss, although pronounced, was not as much, to 5 m (table iii, peptide 14), which could be explained by register shift to the alternative 12c20 register.


in toto, the data suggest that there are two primary binding registers in the b:(9c23) segment and that shifting between the two can take place. the two major carboxyl-terminal residues, gly20 and glu21, influence the binding and as indicated below the reactivities of t cells. admittedly, the precise identification of the core-binding segment of the b chain peptide to i-ag7 will be definitively established only if each is crystallized, an approach that has been difficult thus far.


other binding segments were examined, but no others were identified binding to i-ag7 in the low micromolar concentration range. the 15c23 segment is an example of one, which did not bind, but addition of the two consecutive alanines at the amino terminus fostered a weak binding, 10.6 m (table iv). as with the 13c21 segment, the additions of lysine helped identify two binding segments when two alanines were placed on the amino terminus, one as part of register-1 (aalylvcge) and the second containing the core 15c23: lylvcgerg (table iv, peptides 10c12).


specificity of insulin-reactive islet-infiltrating t cells


islet-infiltrating t cells were isolated and examined for reactivity with the insulin b:(9c23) peptide. consistent with published reports (3), insulin-reactive t cells were relatively abundant in the islet infiltrates of nod mice between 12 and 24 wk of age. islet-infiltrating t cells were isolated and activated in vitro with il-2 and then fused to the bw5147 thymoma cell line, and all growth-positive wells were screened for reactivity with the c3.g7 apc line pulsed with b:(9c23) peptide. following these conditions, the frequency of b:(9c23)-reactive t cells was around 10% (25 of 252) from three independent fusions. eleven spontaneously occurring clones were examined in detail and the fine specificity of seven representative ones are presented in table v. detailed responses for two of these clones, as150 and as91, are presented in fig. 1, and the sc50 values for the seven t cell hybridomas are presented in table vi.


table v. anti-insulin t cell reactivitiesa


figure 1. minimal epitope mapping of insulin-reactive t cells revealed two major sets of cells. some t cells, such as as150, recognized a register 1 core segment (ealylvcge) and others, such as as91, recognized a register 2 core segment (vealylvcg).


table vi. t cell sc50 values


amino acid changes in either the core segment or the flanks affected the t cell response. truncations of both amino and carboxyl termini had a marked influence despite the finding that some of the truncations did not change the binding to i-ag7. for example, all t cells reacted poorly or not at all to peptides lacking the histidine at residue 10: peptide 11c23 for the most part was nonstimulatory, indicating that his10 was an important residue in the flanking region that influenced t cell recognition (table v). however, peptide 11c23 bound as well as 10c23 (data not shown). the same effects were found at the carboxyl termini where loss of the gly23, but in particular the arg22, affected a number of t cells. changes in residues of the core segments likewise affected all of the t cells: glu13 to lysine, leu15 to alanine, tyr16 to alanine, and leu17 to alanine. none of these changes affected their binding to i-ag7 molecules (data not shown).


these results indicate that several amino acids in a long peptide stretch of as much as 14 residues, from his10 to gly23, have an influence on t cell reactivity independent of the core segment that binds to the i-ag7 molecule. previous studies (30, 31) of t cell recognition of mhc-bound peptides showed effects of p-1 and p-2 or p-10 and p-11, although these were usually restricted to certain sets of t cells. in contrast, all seven clones examined here were profoundly affected by changes on both sides of the core nonamer. similar observations were made in our previous report on the structural analysis of i-ag7 bound to a lysozyme peptide. in that case, changing the peptide anchors, particularly p1, did not affect binding but markedly affected t cell recognition (19).


regardless, the t cells could be grouped into two major sets based on their various responses to truncated or mutated peptides. recognition of peptides by one set of t cells depended on the recognition of p20gly (table v, register 2). these t cells were all unresponsive to a peptide containing a lys20. these t cells were affected, but to a lesser extent, by a lysine substitution at residue 21. of note, truncations of the gly23 and arg22 had an effect. this set of t cells was also highly influenced by residues at position 10 of the b:(9c23) sequence, which presumably is p-2. likewise, all changes in residues within the core segment had a major effect.


another group of t cells depended on the recognition of gly20, glu21, and arg22. truncation of the peptide at either arg22 or glu21 resulted in a decrease or loss of reactivity, as did lysine substitution at glu21 or gly20 (table v, register 1). these results are in sharp contrast to the first set where there is a main residue change that distinguishes them. these t cells were also affected by amino acid changes in the core segment and changes in the flanking residues.


a previous report by abiru et al. (20) examined five clones, isolated as done here, all reactive with the b:(9c23) segment. although it is difficult to make strict comparisons between both studies, some common features are apparent: several alanine substitutions affected recognition and some of these were also spread throughout the peptide. the pattern of reactivity of four of them is compatible with register-1 recognition of the 13c21 segment, but also very sensitive to the gly23 and arg22 residues. one clone, however, appeared to recognize a 9c16 segment. we tested such a sequence and found it to bind very poorly to i-ag7 at 31 m. in another report, the sensitivity of five of the anti-insulin clones, isolated by wegmann and colleagues (32), to alanine substitutions in the b:(9c23) segment was further characterized. changes in residues at both flanks and core segments affected the response: two of them were compatible with recognition of the 13c21 segment, i.e., a loss of responses to glu21, but not to gly20, and one was compatible with the 12c20 reactivity. different studies (13, 15) reported on an insulin-reactive clone recognizing the 12c25 segment. together, our studies and those cited above indicate a great heterogeneity in the t cell recognition of the b:(9c23) segment of insulin.


discussion


the main findings from these studies are 1) the relatively poor binding of insulin peptides to i-ag7, as exemplified by their high ic50 and fast dissociation rates; 2) two possible contiguous binding segments, one using a glycine as its major mhc anchor residue, the other having a glutamic acid; plus others of very low affinity; 3) a broad effect on the t cell responses of single amino acid substitutions in the peptides; this effect is noted both in the flanks and in the core segments, and in the latter, either in mhc or tcr contact residues as predicted by their binding core segment; and 4) two sets of t cells that, despite the global changes, are preferentially affected by changes in the gly20 or glu21, albeit to various degrees.


insulin represents an autoantigen in which its binding strength to a class ii molecule is weak and yet it correlates with a high representation of reactive clones and a strong influence on the development of the disease. as shown here, and by the extensive work of others, the b:(9c23) segment appears to be a 'hot spot' fostering the development of different sets of t cells.


the first documentation of such a phenomenon, i.e., weak binding with strong biological reactivity, was made in the studies of wraith and colleagues (34, 35) in which they noted that a myelin basic protein peptide induced disease despite a notably weak interaction with the i-au class ii molecule (33, 34). we had speculated that in the case of the nod mouse, the high percentage of sds-unstable mhc class ii molecules might indicate weak peptide binding, and that such weak interactions may be a factor contributing to poor thymic-negative selection (35). in retrospect, the correlation between sds stability and peptide affinity and dissociation rate in the i-ag7 molecule remains unexplained from a biochemical and structural standpoint. the weak interaction of peptide with a class ii mhc molecule was interpreted to result in weak-negative selection leading to the escape from the thymus of the autoreactive t cells. in the case of the diabetic nod mouse, previous studies (36, 37) identified a high number of autoreactive t cells. these were attributed to the i-ag7 molecule, indicating that this mhc molecule in general had a propensity for high autoreactivity.


the weak binding interaction of the b chain 9c23 segment raises a number of questions. first, why is the 9c23 segment of the insulin b chain a central focus of the t cell response? an explanation may lie in the studies from goverman?s laboratory (38) on the response to myelin basic protein. their data suggest that a different segment of the protein binds with high affinity and the t cells to it are negatively selected. in contrast, the weak binding segment (encompassing the 1c11 residue) escapes negative selection. of note, a peptide from mouse proinsulin, b24-c36 has been reported to bind to soluble i-ag7 with relatively good binding affinity (39).


second, why, if the interaction is weak, are such t cells activated in peripheral sites resulting in autoimmunity? the concentration of insulin in blood and extracellular fluid is in the nanomolar range and yet peptide binding occurs in the micromolar range. one could postulate that the insulin receptor on apcs would be required to achieve the concentration needed for binding (40); however, the high ic50 value (>30 m) for binding of the -chain makes this unlikely. a different explanation is to posit that the islet-resident apcs, which are in intimate contact with cells, may take up insulin granules directly and are therefore exposed to high levels of insulin.


and, third, very much related to the aforementioned question, is how to explain the discrepancy between the biological assays in which t cells are being activated at low micromolar concentration range and the peptide binding results? the biological assays must contain compensatory mechanisms that improve the quality of these interactions in a way that is not detected by the straight chemical assays. perhaps the concentration of peptide-mhc in the synapse, cooperativity among different peptide-mhc, and the dynamics of the apc presentation favor the presentation of these low-affinity epitopes.


regardless, the weak interaction of the insulin peptides with i-ag7 could explain the results of multiple residue changes affecting the t cell response. these changes suggest that the insulin peptides may have more conformational flexibility as a result of their weak interaction with i-ag7. weak mhc anchor sites in the peptide may translate into a loose flexible structure. changes in flanks or in mhc contact residues have been found to affect tcr recognition and, in some instances, the flank residue may serve as a tcr contact, although this is not always the case. perhaps, as indicated by the three reports on the structures of t cell receptors bound to myelin basic protein peptide-mhc complexes, it points to the need for broader contacts between both the peptide-mhc and the t cell receptors (41, 42, 43).


the binding features of the insulin b:(9c23) peptide to the diabetes susceptibility allele, i-ag7, in addition to the characterization of various sets of t cells adds a different perspective to our understanding of the role of insulin as an autoantigen in nod mouse diabetes. whether or not such features are true for the binding of the insulin peptides to human diabetes-risk alleles, such as dq8, and for the repertoire of anti-insulin t cells in patients with type 1 diabetes, needs to be examined. given the striking similarities in the motif of peptide selection between i-ag7 and dq8, these features may apply to the human disease (24).


acknowledgments


we thank patrice bittner, kevin clark, and kimberely unger for technical assistance.


disclosures


the authors have no financial conflict of interest.


【参考文献】
wegmann, d. r., g. s. eisenbarth. 2000. it?s insulin. j. autoimmun. 15: 286-291.

jasinski, j. m., g. s. eisenbarth. 2005. insulin as a primary autoantigen for type 1a diabetes. clin. dev. immunol. 12: 181-186.

wegmann, d. r., m. norbury-glaser, d. daniel. 1994. insulin-specific t cells are a predominant component of islet infiltrates in prediabetic nod mice. eur. j. immunol. 24: 1853-1857.

wegmann, d. r., r. g. gill, m. norbury-glaser, n. schloot, d. daniel. 1994. analysis of the spontaneous t cell response to insulin in nod mice. j. autoimmun. 7: 833-843.

daniel, d., r. g. gill, n. schloot, d. wegmann. 1995. epitope specificity, cytokine production profile and diabetogenic activity of insulin-specific t cell clones isolated from nod mice. eur. j. immunol. 25: 1056-1062.

daniel, d., d. r. wegmann. 1996. intranasal administration of insulin peptide b:9c23 protects nod mice from diabetes. annu. ny acad. sci. 778: 371-372.

harrison, l. c., m. dempsey-collier, d. r. kramer, k. takahashi. 1996. aerosol insulin induces regulatory cd8 t cells that prevent murine insulin-dependent diabetes. j. exp. med. 184: 2167-2174.

cetkovic-cvrlje, m., i. c. gerling, a. muir, m. a. atkinson, j. f. elliott, e. h. leiter. 1997. retardation or acceleration of diabetes in nod/lt mice mediated by intrathymic administration of candidate -cell antigens. diabetes 46: 1975-1982.

french, m. b., j. allison, d. s. cram, h. e. thomas, m. dempsey-collier, a. silva, h. m. georgiou, t. w. kay, l. c. harrison, a. m. lew. 1997. transgenic expression of mouse proinsulin ii prevents diabetes in nonobese diabetic mice. diabetes 46: 34-39.

jaeckel, e., m. a. lipes, h. von boehmer. 2004. recessive tolerance to preproinsulin 2 reduces but does not abolish type 1 diabetes. nat. immunol. 5: 1028-1035.

nakayama, m., n. abiru, h. moriyama, n. babaya, e. liu, d. miao, l. yu, d. r. wegmann, j. c. hutton, j. f. elliott, g. s. eisenbarth. 2005. prime role for an insulin epitope in the development of type 1 diabetes in nod mice. nature 435: 220-223.

jasinski, j. m., l. yu, m. nakayama, m. m. li, m. a. lipes, g. s. eisenbarth, e. liu. 2006. transgenic insulin (b:9c23) t-cell receptor mice develop autoimmune diabetes dependent upon rag genotype, h-2g7 homozygosity, and insulin 2 gene knockout. diabetes 55: 1978-1984.

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