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1.
Cell Immunol ; 390: 104729, 2023 08.
Article in English | MEDLINE | ID: mdl-37301094

ABSTRACT

Rheumatoid arthritis (RA), multiple sclerosis (MS), type 1 diabetes (T1D), and celiac disease (CD), are strongly associated with susceptible HLA class II haplotypes. The peptide-binding pockets of these molecules are polymorphic, thus each HLA class II protein presents a distinct set of peptides to CD4+ T cells. Peptide diversity is increased through post-translational modifications, generating non-templated sequences that enhance HLA binding and/or T cell recognition. The high-risk HLA-DR alleles that confer susceptibility to RA are notable for their ability to accommodate citrulline, promoting responses to citrullinated self-antigens. Likewise, HLA-DQ alleles associated with T1D and CD favor the binding of deamidated peptides. In this review, we discuss structural features that promote modified self-epitope presentation, provide evidence supporting the relevance of T cell recognition of such antigens in disease processes, and make a case that interrupting the pathways that generate such epitopes and reprogramming neoepitope-specific T cells are key strategies for effective therapeutic intervention.


Subject(s)
Arthritis, Rheumatoid , Diabetes Mellitus, Type 1 , Humans , T-Lymphocytes , HLA-DR Antigens , Peptides , Epitopes
2.
J Immunol ; 201(12): 3524-3533, 2018 12 15.
Article in English | MEDLINE | ID: mdl-30455401

ABSTRACT

DRB4*01:01 (DRB4) is a secondary HLA-DR product that is part of the high-risk DR4/DQ8 haplotype that is associated with type 1 diabetes (T1D). DRB4 shares considerable homology with HLA-DR4 alleles that predispose to autoimmunity, including DRB1*04:01 and DRB1*04:04. However, the DRB4 protein sequence includes distinct residues that would be expected to alter the characteristics of its binding pockets. To identify high-affinity peptides that are recognized in the context of DRB4, we used an HLA class II tetramer-based approach to identify epitopes within multiple viral Ags. We applied a similar approach to identify antigenic sequences within glutamic acid decarboxylase 65 and pre-proinsulin that are recognized in the context of DRB4. Seven sequences were immunogenic, eliciting high-affinity T cell responses in DRB4+ subjects. DRB1*04:01-restricted responses toward many of these peptides have been previously described, but responses to a novel pre-proinsulin 9-28 peptide were commonly observed in subjects with T1D. Furthermore, T cells that recognized this peptide in the context of DRB4 were present at significantly higher frequencies in patients with T1D than in healthy controls, implicating this as a disease-relevant specificity that may contribute to the breakdown of ß cell tolerance in genetically susceptible individuals. We then deduced a DRB4 motif and confirmed its key features through structural modeling. This modeling suggested that the core epitope within the pre-proinsulin 9-28 peptide has a somewhat unusual binding motif, with tryptophan in the fourth binding pocket of DRB4, perhaps influencing the availability of this complex for T cell selection.


Subject(s)
Autoantigens/metabolism , Diabetes Mellitus, Type 1/immunology , Epitopes, T-Lymphocyte/metabolism , Peptides/metabolism , Proinsulin/metabolism , T-Lymphocytes/immunology , Amino Acid Motifs/genetics , Antigen Presentation , Epitope Mapping , Epitopes, T-Lymphocyte/genetics , Genetic Predisposition to Disease , Glutamate Decarboxylase/metabolism , HLA-DRB1 Chains/genetics , HLA-DRB1 Chains/metabolism , Humans , Lymphocyte Activation , Models, Chemical , Peptides/genetics , Proinsulin/genetics
3.
Ann Rheum Dis ; 76(11): 1915-1923, 2017 11.
Article in English | MEDLINE | ID: mdl-28801345

ABSTRACT

OBJECTIVE: The pathogenetic mechanisms by which HLA-DRB1 alleles are associated with anticitrullinated peptide antibody (ACPA)-positive rheumatoid arthritis (RA) are incompletely understood. RA high-risk HLA-DRB1 alleles are known to share a common motif, the 'shared susceptibility epitope (SE)'. Here, the electropositive P4 pocket of HLA-DRB1 accommodates self-peptide residues containing citrulline but not arginine. HLA-DRB1 His/Phe13ß stratifies with ACPA-positive RA, while His13ßSer polymorphisms stratify with ACPA-negative RA and RA protection. Indigenous North American (INA) populations have high risk of early-onset ACPA-positive RA, whereby HLA-DRB1*04:04 and HLA-DRB1*14:02 are implicated as risk factors for RA in INA. However, HLA-DRB1*14:02 has a His13ßSer polymorphism. Therefore, we aimed to verify this association and determine its molecular mechanism. METHODS: HLA genotype was compared in 344 INA patients with RA and 352 controls. Structures of HLA-DRB1*1402-class II loaded with vimentin-64Arg59-71, vimentin-64Cit59-71 and fibrinogen ß-74Cit69-81 were solved using X-ray crystallography. Vimentin-64Cit59-71-specific and vimentin59-71-specific CD4+ T cells were characterised by flow cytometry using peptide-histocompatibility leukocyte antigen (pHLA) tetramers. After sorting of antigen-specific T cells, TCRα and ß-chains were analysed using multiplex, nested PCR and sequencing. RESULTS: ACPA+ RA in INA was independently associated with HLA-DRB1*14:02. Consequent to the His13ßSer polymorphism and altered P4 pocket of HLA-DRB1*14:02, both citrulline and arginine were accommodated in opposite orientations. Oligoclonal autoreactive CD4+ effector T cells reactive with both citrulline and arginine forms of vimentin59-71 were observed in patients with HLA-DRB1*14:02+ RA and at-risk ACPA- first-degree relatives. HLA-DRB1*14:02-vimentin59-71-specific and HLA-DRB1*14:02-vimentin-64Cit59-71-specific CD4+ memory T cells were phenotypically distinct populations. CONCLUSION: HLA-DRB1*14:02 broadens the capacity for citrullinated and native self-peptide presentation and T cell expansion, increasing risk of ACPA+ RA.


Subject(s)
/genetics , Arthritis, Rheumatoid/ethnology , Arthritis, Rheumatoid/genetics , Genetic Predisposition to Disease/ethnology , HLA-DRB1 Chains/genetics , Indians, North American/genetics , Alaska/ethnology , Alleles , Arginine/genetics , Arginine/immunology , Autoantibodies/blood , Autoantibodies/immunology , CD4-Positive T-Lymphocytes/immunology , Canada/ethnology , Case-Control Studies , Citrulline/genetics , Citrulline/immunology , Female , Flow Cytometry , Genotype , Humans , Male , Peptides, Cyclic/immunology , Polymorphism, Genetic , Risk Factors , Vimentin/genetics
4.
J Immunol ; 190(9): 4516-24, 2013 May 01.
Article in English | MEDLINE | ID: mdl-23543758

ABSTRACT

DRB1*08:01 (DR0801) and DRB1*11:01 (DR1101) are highly homologous alleles that have opposing effects on susceptibility to primary biliary cirrhosis (PBC). DR0801 confers risk and shares a key feature with other HLA class II alleles that predispose to autoimmunity: a nonaspartic acid at beta57. DR1101 is associated with protection from PBC, and its sequence includes an aspartic acid at beta57. To elucidate a mechanism for the opposing effects of these HLA alleles on PBC susceptibility, we compared the features of epitopes presented by DR0801 and DR1101. First, we identified DR0801- and DR1101-restricted epitopes within multiple viral Ags, observing both shared and distinct epitopes. Because DR0801 is not well characterized, we deduced its motif by measuring binding affinities for a library of peptides, confirming its key features through structural modeling. DR0801 was distinct from DR1101 in its ability to accommodate charged residues within all but one of its binding pockets. In particular, DR0801 strongly preferred acidic residues in pocket 9. These findings were used to identify potentially antigenic sequences within PDC-E2 (an important hepatic autoantigen) that contain a DR0801 motif. Four peptides bound to DR0801 with reasonable affinity, but only one of these bound to DR1101. Three peptides, PDC-E2145-159, PDC-E2(249-263), and PDC-E2(629-643), elicited high-affinity T cell responses in DR0801 subjects, implicating these as likely autoreactive specificities. Therefore, the unique molecular features of DR0801 may lead to the selection of a distinct T cell repertoire that contributes to breakdown of self-tolerance in primary biliary cirrhosis, whereas those of DR1101 promote tolerance.


Subject(s)
Dihydrolipoyllysine-Residue Acetyltransferase/immunology , Epitopes, T-Lymphocyte/immunology , HLA-DRB1 Chains/immunology , Alleles , Antigens, Viral/immunology , Antigens, Viral/metabolism , Autoimmunity/immunology , Dihydrolipoyllysine-Residue Acetyltransferase/metabolism , Epitope Mapping/methods , Epitopes, T-Lymphocyte/metabolism , HLA-DRB1 Chains/genetics , HLA-DRB1 Chains/metabolism , Humans , Liver Cirrhosis, Biliary/immunology , Liver Cirrhosis, Biliary/metabolism , Protein Binding , Protein Structure, Tertiary , Self Tolerance/immunology , Structure-Activity Relationship , T-Lymphocytes/immunology , T-Lymphocytes/metabolism
5.
Diabetes Care ; 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38949847

ABSTRACT

OBJECTIVE: To explore if oral insulin could delay onset of stage 3 type 1 diabetes (T1D) among patients with stage 1/2 who carry HLA DR4-DQ8 and/or have elevated levels of IA-2 autoantibodies (IA-2As). RESEARCH AND METHODS: Next-generation targeted sequencing technology was used to genotype eight HLA class II genes (DQA1, DQB1, DRB1, DRB3, DRB4, DRB5, DPA1, and DPB1) in 546 participants in the TrialNet oral insulin preventative trial (TN07). Baseline levels of autoantibodies against insulin (IAA), GAD65 (GADA), and IA-2A were determined prior to treatment assignment. Available clinical and demographic covariables from TN07 were used in this post hoc analysis with the Cox regression model to quantify the preventive efficacy of oral insulin. RESULTS: Oral insulin reduced the frequency of T1D onset among participants with elevated IA-2A levels (HR 0.62; P = 0.012) but had no preventive effect among those with low IA-2A levels (HR 1.03; P = 0.91). High IA-2A levels were positively associated with the HLA DR4-DQ8 haplotype (OR 1.63; P = 6.37 × 10-6) and negatively associated with the HLA DR7-containing DRB1*07:01-DRB4*01:01-DQA1*02:01-DQB1*02:02 extended haplotype (OR 0.49; P = 0.037). Among DR4-DQ8 carriers, oral insulin delayed the progression toward stage 3 T1D onset (HR 0.59; P = 0.027), especially if participants also had high IA-2A level (HR 0.50; P = 0.028). CONCLUSIONS: These results suggest the presence of a T1D endotype characterized by HLA DR4-DQ8 and/or elevated IA-2A levels; for those patients with stage 1/2 disease with such an endotype, oral insulin delays the clinical T1D onset.

6.
Diabetes Care ; 47(5): 826-834, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38498185

ABSTRACT

OBJECTIVE: To explore associations of HLA class II genes (HLAII) with the progression of islet autoimmunity from asymptomatic to symptomatic type 1 diabetes (T1D). RESEARCH DESIGN AND METHODS: Next-generation targeted sequencing was used to genotype eight HLAII genes (DQA1, DQB1, DRB1, DRB3, DRB4, DRB5, DPA1, DPB1) in 1,216 participants from the Diabetes Prevention Trial-1 and Randomized Diabetes Prevention Trial with Oral Insulin sponsored by TrialNet. By the linkage disequilibrium, DQA1 and DQB1 are haplotyped to form DQ haplotypes; DP and DR haplotypes are similarly constructed. Together with available clinical covariables, we applied the Cox regression model to assess HLAII immunogenic associations with the disease progression. RESULTS: First, the current investigation updated the previously reported genetic associations of DQA1*03:01-DQB1*03:02 (hazard ratio [HR] = 1.25, P = 3.50*10-3) and DQA1*03:03-DQB1*03:01 (HR = 0.56, P = 1.16*10-3), and also uncovered a risk association with DQA1*05:01-DQB1*02:01 (HR = 1.19, P = 0.041). Second, after adjusting for DQ, DPA1*02:01-DPB1*11:01 and DPA1*01:03-DPB1*03:01 were found to have opposite associations with progression (HR = 1.98 and 0.70, P = 0.021 and 6.16*10-3, respectively). Third, DRB1*03:01-DRB3*01:01 and DRB1*03:01-DRB3*02:02, sharing the DRB1*03:01, had opposite associations (HR = 0.73 and 1.44, P = 0.04 and 0.019, respectively), indicating a role of DRB3. Meanwhile, DRB1*12:01-DRB3*02:02 and DRB1*01:03 alone were found to associate with progression (HR = 2.6 and 2.32, P = 0.018 and 0.039, respectively). Fourth, through enumerating all heterodimers, it was found that both DQ and DP could exhibit associations with disease progression. CONCLUSIONS: These results suggest that HLAII polymorphisms influence progression from islet autoimmunity to T1D among at-risk subjects with islet autoantibodies.


Subject(s)
Diabetes Mellitus, Type 1 , Humans , Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 1/prevention & control , Seroconversion , Genotype , Haplotypes , Disease Progression , HLA-DRB1 Chains/genetics , HLA-DQ beta-Chains/genetics , Alleles , Gene Frequency
7.
J Biol Chem ; 287(12): 9514-24, 2012 Mar 16.
Article in English | MEDLINE | ID: mdl-22184118

ABSTRACT

HLA-DQ2 and HLA-DQ8 are strongly predisposing haplotypes for type 1 diabetes (T1D). Yet HLA-DQ2/8 heterozygous individuals have a synergistically increased risk compared with HLA-DQ2 or HLA-DQ8 homozygote subjects that may result from the presence of a transdimer formed between the α-chain of HLA-DQ2 (DQA1*05:01) and the ß-chain of HLA-DQ8 (DQB1*03:02). We generated cells exclusively expressing this transdimer (HLA-DQ8trans), characterized its peptide binding repertoire, and defined a unique transdimer-specific peptide binding motif that was found to be distinct from those of HLA-DQ2 and HLA-DQ8. This motif predicts an array of peptides of islet autoantigens as candidate T cell epitopes, many of which selectively bind to the HLA transdimer, whereas others bind to both HLA-DQ8 and transdimer with similar affinity. Our findings provide a molecular basis for the association between HLA-DQ transdimers and T1D and set the stage for rational testing of potential diabetogenic peptide epitopes.


Subject(s)
Diabetes Mellitus, Type 1/metabolism , HLA-DQ Antigens/chemistry , HLA-DQ Antigens/metabolism , Peptides/metabolism , Amino Acid Motifs , Amino Acid Sequence , Cell Line , Diabetes Mellitus, Type 1/genetics , Dimerization , Genetic Predisposition to Disease , HLA-DQ Antigens/genetics , Humans , Molecular Sequence Data , Protein Binding
8.
J Immunol ; 187(10): 5123-9, 2011 Nov 15.
Article in English | MEDLINE | ID: mdl-22013116

ABSTRACT

Because susceptibility to celiac disease is associated strongly with HLA-DQ2 (DQA1*05/DQB1*02) and weakly with HLA-DQ8 (DQA1*03/DQB1*03), a subset of patients carries both HLA-DQ2 and HLA-DQ8. As a result, these patients may express two types of mixed HLA-DQ2/8 transdimers (encoded by DQA1*05/DQB1*03 and DQA1*03/DQB1*02) in addition to HLA-DQ2 and HLA-DQ8. Using T cells from a celiac disease patient expressing HLA-DQ8trans (encoded by DQA*0501/DQB*0302), but neither HLA-DQ2 nor HLA-DQ8, we demonstrate that this transdimer is expressed on the cell surface and can present multiple gluten peptides to T cell clones isolated from the duodenum of this patient. Furthermore, T cell clones derived from this patient and HLA-DQ2/8 heterozygous celiac disease patients respond to gluten peptides presented by HLA-DQ8trans, as well as HLA-DQ8, in a similar fashion. Finally, one gluten peptide is recognized better when presented by HLA-DQ8trans, which correlates with preferential binding of this peptide to HLA-DQ8trans. These results implicate HLA-DQ8trans in celiac disease pathogenesis and demonstrate extensive T cell cross-reactivity between HLA-DQ8 and HLA-DQ8trans. Because type 1 diabetes is strongly associated with the presence of HLA-DQ8trans, our findings may bear relevance to this disease as well.


Subject(s)
Epitopes, T-Lymphocyte/immunology , Gliadin/immunology , Gliadin/metabolism , HLA-DQ Antigens/immunology , HLA-DQ Antigens/metabolism , HLA-DQ beta-Chains/metabolism , T-Lymphocyte Subsets/immunology , Antigen Presentation/immunology , Celiac Disease/immunology , Celiac Disease/metabolism , Cell Line , Cell Line, Transformed , Clone Cells , Cross Reactions/immunology , Epitopes, T-Lymphocyte/metabolism , HEK293 Cells , HLA-DQ Antigens/chemistry , HLA-DQ beta-Chains/chemistry , Humans , Protein Multimerization , T-Lymphocyte Subsets/metabolism
9.
Arthritis Rheum ; 63(6): 1552-61, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21305521

ABSTRACT

OBJECTIVE: Certain HLA class II alleles are associated with susceptibility to the development of arthritis. However, the development of arthritis in some persons carrying non-rheumatoid arthritis (RA)-associated alleles remains unexplained. An individual who is heterozygous for the DQA1 and DQB1 genes can express the DQ molecule in cis or trans heterodimers. In a cis heterodimer, the α-chain interacts with the ß-chain coded by the same chromosome, while in a trans heterodimer it interacts with the ß-chain on the other chromosome. In this study, we used a humanized mouse model of arthritis in an attempt to determine whether a trans heterodimer of 2 nonassociated alleles, DQB1*0601 and DQB1*0604, can predispose to arthritis. METHODS: DQB1*0601 and *0604 occur in linkage with DQA1*0103 and *0102, respectively. To understand the role of trans heterodimers, we generated DQB1*0604/DQA1*0103-transgenic mice lacking endogenous HLA class II molecules. RESULTS: Severe arthritis developed in the DQB1*0604/A1*0103-trangenic mice, and an antigen-specific response was generated in vitro. DQB1*0604/DQA1*0103 presented type II collagen-derived peptides that were not presented by the arthritis-resistant DQB1*0601 allele, suggesting that trans heterodimer molecules between 2 DQB1 and DQA1 molecules may result in the presentation of unique antigens and susceptibility to the development of arthritis. Molecular modeling of type II collagen peptides showed that DQB1*0604/DQA1*0103 shares a p4 pocket with the arthritis-susceptible DQB1*0302 allele, suggesting a critical role of the p4 and p9 pockets in susceptibility to arthritis. CONCLUSION: These results provide a possible explanation for the parental inheritance of nonsusceptibility alleles in some patients with RA and a mechanism by which they can predispose to the development of arthritis.


Subject(s)
Arthritis/genetics , Arthritis/immunology , Genetic Predisposition to Disease , HLA-DQ Antigens/genetics , Membrane Glycoproteins/genetics , Animals , Collagen Type II/immunology , Collagen Type II/metabolism , Disease Models, Animal , Female , HLA-DQ beta-Chains , Haplotypes/genetics , Humans , Male , Mice , Mice, Transgenic , Models, Molecular , Severity of Illness Index
10.
Diabetes Care ; 45(7): 1610-1620, 2022 07 07.
Article in English | MEDLINE | ID: mdl-35621697

ABSTRACT

OBJECTIVE: The purpose was to test the hypothesis that the HLA-DQαß heterodimer structure is related to the progression of islet autoimmunity from asymptomatic to symptomatic type 1 diabetes (T1D). RESEARCH DESIGN AND METHODS: Next-generation targeted sequencing was used to genotype HLA-DQA1-B1 class II genes in 670 subjects in the Diabetes Prevention Trial-Type 1 (DPT-1). Coding sequences were translated into DQ α- and ß-chain amino acid residues and used in hierarchically organized haplotype (HOH) association analysis to identify motifs associated with diabetes onset. RESULTS: The opposite diabetes risks were confirmed for HLA DQA1*03:01-B1*03:02 (hazard ratio [HR] 1.36; P = 2.01 ∗ 10-3) and DQA1*03:03-B1*03:01 (HR 0.62; P = 0.037). The HOH analysis uncovered residue -18ß in the signal peptide and ß57 in the ß-chain to form six motifs. DQ*VA was associated with faster (HR 1.49; P = 6.36 ∗ 10-4) and DQ*AD with slower (HR 0.64; P = 0.020) progression to diabetes onset. VA/VA, representing DQA1*03:01-B1*03:02 (DQ8/8), had a greater HR of 1.98 (P = 2.80 ∗ 10-3). The DQ*VA motif was associated with both islet cell antibodies (P = 0.023) and insulin autoantibodies (IAAs) (P = 3.34 ∗ 10-3), while the DQ*AD motif was associated with a decreased IAA frequency (P = 0.015). Subjects with DQ*VA and DQ*AD experienced, respectively, increasing and decreasing trends of HbA1c levels throughout the follow-up. CONCLUSIONS: HLA-DQ structural motifs appear to modulate progression from islet autoimmunity to diabetes among at-risk relatives with islet autoantibodies. Residue -18ß within the signal peptide may be related to levels of protein synthesis and ß57 to stability of the peptide-DQab trimolecular complex.


Subject(s)
Diabetes Mellitus, Type 1 , Islets of Langerhans , Autoantibodies , Autoimmunity/genetics , Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 1/prevention & control , Genetic Predisposition to Disease , HLA-DQ Antigens/genetics , HLA-DQ alpha-Chains/genetics , HLA-DQ beta-Chains/genetics , Haplotypes , Humans , Protein Sorting Signals/genetics
11.
Arthritis Rheum ; 62(10): 2909-18, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20533291

ABSTRACT

OBJECTIVE: HLA-DRB1*1001 (DR1001) is a shared epitope allele associated with rheumatoid arthritis (RA). The present study was undertaken to assess the capacity of DR1001 to accommodate citrulline in its binding pockets and to identify citrullinated T cell epitopes derived from joint-associated proteins. METHODS: The binding of peptide derivatives containing citrulline, arginine, and other amino acid substitutions was measured. A prediction algorithm was developed to identify arginine-containing sequences from joint-associated proteins that preferentially bind to DR1001 upon citrullination. Unmodified and citrullinated versions of these sequences were synthesized and were utilized to stimulate CD4+ T cells from healthy subjects and RA patients. Responses were measured by class II major histocompatibility complex tetramer staining and confirmed by isolating CD4+ T cell clones. RESULTS: DR1001 accepted citrulline, but not arginine, in 3 of its anchoring pockets. The prediction algorithm identified sequences that preferentially bound to DR1001 with arginine replaced by citrulline. Three of these sequences elicited CD4+ T cell responses. T cell clones specific for these sequences proliferated only in response to citrullinated peptides. CONCLUSION: Conversion of arginine to citrulline generates "altered-self" peptides that can be bound and presented by DR1001. Responses to these peptides implicate the corresponding proteins (fibrinogen α, fibrinogen ß, and cartilage intermediate-layer protein) as relevant antigens. The finding of preferential responses to citrullinated sequences suggests that altered peptide binding affinity due to this posttranslational modification may be an important factor in the initiation or progression of RA. As such, measuring responsiveness to these peptides may be useful for immunologic monitoring.


Subject(s)
Antibody Affinity/immunology , Arthritis, Rheumatoid/immunology , Autoantibodies/immunology , Citrulline/immunology , Epitopes/immunology , HLA-DR Antigens/immunology , CD4-Positive T-Lymphocytes/immunology , Case-Control Studies , HLA-DRB1 Chains , Humans , Peptides/immunology , Peptides, Cyclic/immunology
12.
J Immunol ; 183(5): 3249-58, 2009 Sep 01.
Article in English | MEDLINE | ID: mdl-19648278

ABSTRACT

Peptide binding to class II MHC protein is commonly viewed as a combination of discrete anchor residue preferences for pockets 1, 4, 6/7, and 9. However, previous studies have suggested cooperative effects during the peptide binding process. Investigation of the DRB1*0901 binding motif demonstrated a clear interaction between peptide binding pockets 6 and 9. In agreement with prior studies, pockets 1 and 4 exhibited clear binding preferences. Previously uncharacterized pockets 6 and 7 accommodated a wide variety of residues. However, although it was previously reported that pocket 9 is completely permissive, several substitutions at this position were unable to bind. Structural modeling revealed a probable interaction between pockets 6 and 9 through beta9Lys. Additional binding studies with doubly substituted peptides confirmed that the amino acid bound within pocket 6 profoundly influences the binding preferences for pocket 9 of DRB1*0901, causing complete permissiveness of pocket 9 when a small polar residue is anchored in pocket 6 but accepting relatively few residues when a basic residue is anchored in pocket 6. The beta9Lys residue is unique to DR9 alleles. However, similar studies with doubly substituted peptides confirmed an analogous interaction effect for DRA1/B1*0301, a beta9Glu allele. Accounting for this interaction resulted in improved epitope prediction. These findings provide a structural explanation for observations that an amino acid in one pocket can influence binding elsewhere in the MHC class II peptide binding groove.


Subject(s)
HLA-DR Antigens/metabolism , HLA-DR3 Antigen/metabolism , Peptides/metabolism , Amino Acid Motifs/immunology , Amino Acid Substitution/immunology , Binding, Competitive/immunology , Epitopes, T-Lymphocyte/metabolism , HLA-DR Antigens/chemistry , HLA-DR Antigens/immunology , HLA-DR Serological Subtypes , HLA-DR alpha-Chains , HLA-DR3 Antigen/chemistry , HLA-DR3 Antigen/immunology , HLA-DRB1 Chains , Humans , Peptides/chemistry , Peptides/immunology , Protein Binding/immunology , T-Lymphocytes/immunology , T-Lymphocytes/metabolism
13.
EBioMedicine ; 69: 103431, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34153873

ABSTRACT

BACKGROUND: HLA-DR4, a common antigen of HLA-DRB1, has multiple subtypes that are strongly associated with risk of type 1 diabetes (T1D); however, some are risk neutral or resistant. The pathobiological mechanism of HLA-DR4 subtypes remains to be elucidated. METHODS: We used a population-based case-control study of T1D (962 patients and 636 controls) to decipher genetic associations of HLA-DR4 subtypes and specific residues with susceptibility to T1D. Using a birth cohort of 7865 children with periodically measured islet autoantibodies (GADA, IAA or IA-2A), we proposed to validate discovered genetic associations with a totally different study design and time-to-seroconversions prior to clinical onset of T1D. A novel analytic strategy hierarchically organized the HLA-DRB1 alleles by sequence similarity and identified critical amino acid residues by minimizing local genomic architecture and higher-order interactions. FINDINGS: Three amino acid residues of HLA-DRB1 (ß71, ß74, ß86) were found to be predictive of T1D risk in the population-based study. The "KAG" motif, corresponding to HLA-DRB1×04:01, was most strongly associated with T1D risk ([O]dds [R]atio=3.64, p = 3.19 × 10-64). Three less frequent motifs ("EAV", OR = 2.55, p = 0.025; "RAG", OR = 1.93, p = 0.043; and "RAV", OR = 1.56, p = 0.003) were associated with T1D risk, while two motifs ("REG" and "REV") were equally protective (OR = 0.11, p = 4.23 × 10-4). In an independent birth cohort of HLA-DR3 and HLA-DR4 subjects, those having the "KAG" motif had increased risk for time-to-seroconversion (Hazard Ratio = 1.74, p = 6.51 × 10-14) after adjusting potential confounders. INTERPRETATIONS: DNA sequence variation in HLA-DRB1 at positions ß71, ß74, and ß86 are non-conservative (ß74 A→E, ß71 E vs K vs R and ß86 G vs V). They result in substantial differences in peptide antigen anchor pocket preferences at p1, p4 and potentially neighboring regions such as pocket p7. Differential peptide antigen binding is likely to be affected. These sequence substitutions may account for most of the HLA-DR4 contribution to T1D risk as illustrated in two HLA-peptide model complexes of the T1D autoantigens preproinsulin and GAD65. FUNDING: National Institute of Diabetes and Digestive and Kidney Diseases and the Swedish Child Diabetes Foundation and the Swedish Research Council.


Subject(s)
Diabetes Mellitus, Type 1/genetics , HLA-DRB1 Chains/genetics , Seroconversion , Amino Acid Motifs , Child , Child, Preschool , Diabetes Mellitus, Type 1/immunology , Female , HLA-DRB1 Chains/chemistry , HLA-DRB1 Chains/immunology , Humans , Infant , Male
14.
Sci Rep ; 11(1): 8821, 2021 04 23.
Article in English | MEDLINE | ID: mdl-33893332

ABSTRACT

HLA-DQ molecules account over 50% genetic risk of type 1 diabetes (T1D), but little is known about associated residues. Through next generation targeted sequencing technology and deep learning of DQ residue sequences, the aim was to uncover critical residues and their motifs associated with T1D. Our analysis uncovered (αa1, α44, α157, α196) and (ß9, ß30, ß57, ß70, ß135) on the HLA-DQ molecule. Their motifs captured all known susceptibility and resistant T1D associations. Three motifs, "DCAA-YSARD" (OR = 2.10, p = 1.96*10-20), "DQAA-YYARD" (OR = 3.34, 2.69*10-72) and "DQDA-YYARD" (OR = 3.71, 1.53*10-6) corresponding to DQ2.5 and DQ8.1 (the latter two motifs) associated with susceptibility. Ten motifs were significantly associated with resistance to T1D. Collectively, homozygous DQ risk motifs accounted for 43% of DQ-T1D risk, while homozygous DQ resistant motifs accounted for 25% protection to DQ-T1D risk. Of the identified nine residues five were within or near anchoring pockets of the antigenic peptide (α44, ß9, ß30, ß57 and ß70), one was the N-terminal of the alpha chain (αa1), one in the CD4-binding region (ß135), one in the putative cognate TCR-induced αß homodimerization process (α157), and one in the intra-membrane domain of the alpha chain (α196). Finding these critical residues should allow investigations of fundamental properties of host immunity that underlie tolerance to self and organ-specific autoimmunity.


Subject(s)
Amino Acids/genetics , Diabetes Mellitus, Type 1/immunology , Disease Susceptibility/immunology , HLA-DQ Antigens/genetics , Amino Acids/chemistry , Case-Control Studies , Child , Child, Preschool , Diabetes Mellitus, Type 1/genetics , Gene Frequency , HLA-DQ Antigens/chemistry , Haplotypes , Humans , Risk Factors , Sweden
15.
Cytometry B Clin Cytom ; 98(3): 259-269, 2020 05.
Article in English | MEDLINE | ID: mdl-31571372

ABSTRACT

BACKGROUND: Several methods exist for flow-cytometric estimation of human peripheral blood CD4+ T regulatory cells (CD4+ Tregs). METHODS: We report our experience with the estimation of human CD4+ Tregs via three different characterizations using flow cytometry (CD25high FoxP3+ , CD25high CD127low/- FoxP3+ , and CD4+ CD25high/int CD45ROFoxP3+ ) in normal subjects. We have used these methods on the control populations from two studies (32 and 36 subjects, respectively), the latter two methods retrospectively on the subjects of the first study. The six CD4+ T cell fractions obtained by the third method were differentially colored to ascertain the distribution of these cell fractions in the CD25/FoxP3, CD45RO/FoxP3, and CD25/CD127 dot plots from CD4/CD25/CD45RO/FoxP3 and CD4/CD25/CD45RO/CD127 panels. RESULTS: Each approach gives significantly different estimates of Tregs (expressed as percentage of CD4+ T cells), with the second almost invariably yielding higher percentages than the other two. Only the third approach can distinguish among effector and naïve Tregs and FoxP3+ non-Tregs. Analysis of CD25/CD127 dot plots reveals that Treg delineation via the widely used definition of CD4+ CD25high CD127low/- cells unavoidably yields a mixture of nearly all effector and most of naïve Tregs, as well as FoxP3+ non-Tregs plus other cells. Delineation of effector/naïve Tregs and FoxP3+ non-Tregs is possible via CD45RO/CD25 dot plots but not by CD45RO/FoxP3 counterparts (as done previously) because of overlapping FoxP3 intensities among Tregs and non-Tregs. CONCLUSION: Our comparison shows that CD4/CD25/CD45RO/FoxP3 panels are an objective means of estimating effector and naïve Tregs via colored dot plots, aiding thus in Treg delineation in health and detecting aberrations in disease.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , Flow Cytometry , Leukocytes, Mononuclear/ultrastructure , T-Lymphocytes, Regulatory/immunology , Adult , CD4 Antigens/genetics , CD4-Positive T-Lymphocytes/ultrastructure , Female , Forkhead Transcription Factors/genetics , Humans , Interleukin-2 Receptor alpha Subunit/genetics , Leukocyte Common Antigens/genetics , Leukocytes, Mononuclear/immunology , Male , T-Lymphocytes, Regulatory/ultrastructure
16.
Diabetes ; 69(11): 2523-2535, 2020 11.
Article in English | MEDLINE | ID: mdl-32868339

ABSTRACT

HLA-DQA1 and -DQB1 genes have significant and potentially causal associations with autoimmune type 1 diabetes (T1D). To follow up on the earlier analysis on high-risk HLA-DQ2.5 and DQ8.1, the current analysis uncovers seven residues (αa1, α157, α196, ß9, ß30, ß57, and ß70) that are resistant to T1D among subjects with DQ4-, 5-, 6-, and 7-resistant DQ haplotypes. These 7 residues form 13 common motifs: 6 motifs are significantly resistant, 6 motifs have modest or no associations (P values >0.05), and 1 motif has 7 copies observed among control subjects only. The motifs "DAAFYDG," "DAAYHDG," and "DAAYYDR" have significant resistance to T1D (odds ratios [ORs] 0.03, 0.25, and 0.18; P = 6.11 × 10-24, 3.54 × 10-15, and 1.03 × 10-21, respectively). Remarkably, a change of a single residue from the motif "DAAYHDG" to "DAAYHSG" (D to S at ß57) alters the resistance potential, from resistant motif (OR 0.15; P = 3.54 × 10-15) to a neutral motif (P = 0.183), the change of which was significant (Fisher P value = 0.0065). The extended set of linked residues associated with T1D resistance and unique to each cluster of HLA-DQ haplotypes represents facets of all known features and functions of these molecules: antigenic peptide binding, peptide-MHC class II complex stability, ß167-169 RGD loop, T-cell receptor binding, formation of homodimer of α-ß heterodimers, and cholesterol binding in the cell membrane rafts. Identification of these residues is a novel understanding of resistant DQ associations with T1D. Our analyses endow potential molecular approaches to identify immunological mechanisms that control disease susceptibility or resistance to provide novel targets for immunotherapeutic strategies.


Subject(s)
Amino Acid Motifs/genetics , Diabetes Mellitus, Type 1/genetics , HLA-DQ Antigens/metabolism , High-Throughput Nucleotide Sequencing/methods , Amino Acid Sequence , Gene Expression Regulation , Genetic Predisposition to Disease , HLA-DQ Antigens/genetics , Haplotypes , Humans , Models, Molecular , Protein Conformation
17.
Diabetes ; 69(7): 1573-1587, 2020 07.
Article in English | MEDLINE | ID: mdl-32245799

ABSTRACT

HLA-DQA1 and -DQB1 are strongly associated with type 1 diabetes (T1D), and DQ8.1 and DQ2.5 are major risk haplotypes. Next-generation targeted sequencing of HLA-DQA1 and -DQB1 in Swedish newly diagnosed 1- to 18 year-old patients (n = 962) and control subjects (n = 636) was used to construct abbreviated DQ haplotypes, converted into amino acid (AA) residues, and assessed for their associations with T1D. A hierarchically organized haplotype (HOH) association analysis allowed 45 unique DQ haplotypes to be categorized into seven clusters. The DQ8/9 cluster included two DQ8.1 risk and the DQ9 resistant haplotypes, and the DQ2 cluster included the DQ2.5 risk and DQ2.2 resistant haplotypes. Within each cluster, HOH found residues α44Q (odds ratio [OR] 3.29, P = 2.38 * 10-85) and ß57A (OR 3.44, P = 3.80 * 10-84) to be associated with T1D in the DQ8/9 cluster representing all ten residues (α22, α23, α44, α49, α51, α53, α54, α73, α184, ß57) due to complete linkage disequilibrium (LD) of α44 with eight such residues. Within the DQ2 cluster and due to LD, HOH analysis found α44C and ß135D to share the risk for T1D (OR 2.10, P = 1.96 * 10-20). The motif "QAD" of α44, ß57, and ß135 captured the T1D risk association of DQ8.1 (OR 3.44, P = 3.80 * 10-84), and the corresponding motif "CAD" captured the risk association of DQ2.5 (OR 2.10, P = 1.96 * 10-20). Two risk associations were related to GAD65 autoantibody (GADA) and IA-2 autoantibody (IA-2A) but in opposite directions. CAD was positively associated with GADA (OR 1.56, P = 6.35 * 10-8) but negatively with IA-2A (OR 0.59, P = 6.55 * 10-11). QAD was negatively associated with GADA (OR 0.88; P = 3.70 * 10-3) but positively with IA-2A (OR 1.64; P = 2.40 * 10-14), despite a single difference at α44. The residues are found in and around anchor pockets 1 and 9, as potential T-cell receptor contacts, in the areas for CD4 binding and putative homodimer formation. The identification of three HLA-DQ AAs (α44, ß57, ß135) conferring T1D risk should sharpen functional and translational studies.


Subject(s)
Diabetes Mellitus, Type 1/etiology , HLA-DQ Antigens/genetics , Adolescent , Amino Acid Motifs , Child , Child, Preschool , Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 1/immunology , Genetic Predisposition to Disease , HLA-DQ Antigens/chemistry , HLA-DQ alpha-Chains/genetics , Haplotypes , Humans , Infant , Risk
18.
Mol Immunol ; 45(9): 2651-9, 2008 May.
Article in English | MEDLINE | ID: mdl-18276010

ABSTRACT

This study identified the peptide-binding motif of HLA-DRA/DRB1*1401 (DR1401). First, peptides containing DR1401 restricted epitopes were identified using tetramer-guided epitope mapping. Among these, an influenza B peptide was selected for the motif study. After confirming the binding register for this peptide using a set of arginine substitutions, binding affinities were determined for 33 peptides derived from this influenza B sequence with single amino acid substitutions. The DR1401 peptide-binding motif was deduced from the relative binding affinities of these peptides and confirmed by structural modeling. Pocket 1 demonstrated a preference for aliphatic anchor residues and methionine. Pocket 4 accommodated methionine and aliphatic residues, but also allowed some polar and charged amino acids. Pocket 6 preferred basic residues but also allowed some polar and aliphatic amino acids. Pocket 9 preferred aliphatic and aromatic amino acids and tolerated some polar residues but excluded all charged residues. Together these preferences define a distinct set of peptides that can be presented by DR1401. The resulting motif was used to verify T cell epitopes within the novel antigenic peptides identified by tetramer-guided epitope mapping and within peptides from published reports that contain putative DR1401 epitopes.


Subject(s)
Amino Acid Motifs , Epitopes, T-Lymphocyte/immunology , HLA-DR Antigens/chemistry , HLA-DR Antigens/immunology , T-Lymphocytes/immunology , Amino Acid Substitution , Binding Sites , Epitope Mapping , Epitopes, T-Lymphocyte/chemistry , Epitopes, T-Lymphocyte/metabolism , HLA-DR Antigens/metabolism , HLA-DRB1 Chains , Hemagglutinin Glycoproteins, Influenza Virus/immunology , Humans , Influenza B virus/immunology , Models, Molecular , Peptides/chemistry , Peptides/immunology , Peptides/metabolism , Protein Binding , Recombinant Proteins/immunology , Recombinant Proteins/metabolism , Structure-Activity Relationship , T-Lymphocytes/metabolism
19.
Foods ; 8(7)2019 Jul 20.
Article in English | MEDLINE | ID: mdl-31330775

ABSTRACT

Partial (one month) composting of solid olive processing waste is shown to produce extractable emulsifiers. Size exclusion chromatography (SEC) and Fourier-transform infra-red spectroscopy (FTIR) show that these consist of polysaccharides and proteins from the composted waste. Aqueous extraction at pH 5, pH 7, and pH 9 all yield extracts rich in oligosacchrides and oligopeptides which derive from the break-down of the macromolecules under composting, with the extract obtained at pH 5 being the richer in such components. Fourier-transform infra-red (FTIR) spectroscopy also confirms that these materials consist of proteinic and poly/oligosaccharidic populations. These materials can emulsify stable oil-in-water emulsions at pH 3 for a few days, while the same emulsions collapse in less than 24 h at pH 7. Confocal microscopy and droplet size distribution data suggest that Ostwald ripening, rather than coalescence, is the major course of emulsion instability. The above point to a short-process alternative to full composting in producing a high added value product from solid olive processing waste.

20.
Sci Adv ; 5(8): eaaw9336, 2019 08.
Article in English | MEDLINE | ID: mdl-31457096

ABSTRACT

Human leukocyte antigen (HLA)-DQ8 transdimer (HLA-DQA1*0501/DQB1*0302) confers exceptionally high risk in autoimmune diabetes. However, little is known about HLA-DQ8 transdimer-restricted CD4 T cell recognition, an event crucial for triggering HLA-DQ8 transdimer-specific anti-islet immunity. Here, we report a high degree of epitope overlap and T cell promiscuity between susceptible HLA-DQ8 and HLA-DQ8 transdimer. Despite preservation of putative residues for T cell receptor (TCR) contact, stronger disease-associated responses to cross-reactive, immunodominant islet epitopes are elicited by HLA-DQ8 transdimer. Mutagenesis at the α chain of HLA-DQ8 transdimer in complex with the disease-relevant GAD65250-266 peptide and in silico analysis reveal the DQ α52 residue located within the N-terminal edge of the peptide-binding cleft for the enhanced T cell reactivity, altering avidity and biophysical affinity between TCR and HLA-peptide complexes. Accordingly, a structurally promiscuous but nondegenerate TCR-HLA-peptide interface is pivotal for HLA-DQ8 transdimer-mediated autoimmune diabetes.


Subject(s)
Autoantigens/immunology , Cross Reactions/immunology , HLA-DQ Antigens/immunology , Islets of Langerhans/immunology , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Alleles , Amino Acid Sequence , Diabetes Mellitus, Type 1/etiology , Diabetes Mellitus, Type 1/metabolism , Epitopes/chemistry , Epitopes/immunology , HLA-DQ Antigens/chemistry , HLA-DQ Antigens/genetics , Humans , Models, Molecular , Protein Multimerization , Structure-Activity Relationship , T-Cell Antigen Receptor Specificity
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