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1.
We have performed complex segregation and linkage analysis in 182 families with at least one insulin-dependent diabetic proband. All families were typed for B histocompatibility (HLA) antigens and 118 for DR. The recessive model fit the data best, with maximum likelihood estimates of recombination between HLA DR and the susceptibility factor of 0.019. Substantial heterogeneity was suggested, with smallest estimated recombination for pedigrees whose probands have two high-risk DR alleles. The results are compatible with a strong, tightly HLA-linked susceptibility factor and evidence for additional non-HLA linked genetic factor(s).  相似文献   

2.
It is well established that there is genetic heterogeneity between a human lymphocyte antigen (HLA)-DR3-associated allele and an HLA-DR4-associated allele in insulin-dependent diabetes mellitus (IDDM). Equally well established are the association of DR3 with Graves' disease and other autoimmune disorders in nondiabetics and the increased prevalence of autoimmune thyroid disease in IDDM. Perhaps in large part because of these facts, it has been postulated that there are two major forms of classical IDDM--one form characterized by coexistent autoimmune disease, such as autoimmune thyroid disease which is associated with DR3, and another form not associated with additional autoimmune disorders, which is associated with DR4. Several studies have repudiated the idea of specific clinical findings in IDDM being associated exclusively with DR4. However, the DR3-thyroid association in IDDM has not been investigated carefully. Therefore, in order to study this putative association, we divided a group of diabetic children into overlapping subgroups based on thyroid enlargement, antithyroid microsomal antibodies, acquired hypothyroidism, and no evidence of thyroid disease. The distributions of HLA-DR3 and -DR4 among these subgroups did not differ from each other; nor did the distribution of the HLA alleles differ from those of randomly selected IDDM individuals. These results suggest that thyroid autoimmunity in IDDM is part of the IDDM "syndrome" and is associated with DR3 and DR4 to the same extent that IDDM without thyroid disease is associated with these two antigens. Thus, although genetic studies are consistent with the heterogeneity between DR3 and DR4 in IDDM, there is no HLA-thyroid disease association to support this heterogeneity.  相似文献   

3.
A. Cambon-De  Mouzon  E. Ohayon    G. Hauptmann    A. Sevin    M. Abbal    E. Sommer    H. Vergnes    J. Ducos 《Tissue antigens》1982,19(5):366-379
The Basques were previously shown to present a high frequency of HLA—B18 and Bf Fl. which are known to be associated with insulin dependent diabetes mellitus (IDDM). During the VIII International Histocompatibility Workshop, we studied HLA-A, B, C, DR; Bf, C4 and GLO.I polymorphisms in 51 unrelated French Basque IDDM patients and in 50 controls. Haplotypes were established by family studies in all controls and some patients. Two haplotypes were frequently found in the controls: HLA- A1, Bw57, Bf S, C4 FIS, DR7 and HLA- Aw30, Cw5, B18, Bf Fl, C4 Fs°, DR3. The first one was not found in the patients. All the components of the second haplotype had increased frequencies possibly as a consequence of linkage disequilibrium with HLA— DR3 : a highly significant association between IDDM and HLA-DR3 was observed (90.2% vs 24.0%, relative risk (RR) = 29.1. P < 10−11). The HLA-DR4 frequency was slightly increased (37.3% vs 16.0%). and HLA—DR2 was not found. The silent allele C4 s ° was particularly associated with early diagnosed IDDM (86.7% in patients with age at onset under 20 years vs 57.1% in other patients, P < 0.02). The high relative risk for HLA-DR3/DR4 heterozygous vs that of individuals, possibly HLA-DR3 homozygous, supported the hypothesis that two HLA-DR linked genetic factors could be involved in the inheritance of IDDM susceptibility.  相似文献   

4.
The TAP1 and TAP2 genes, located in the HLA class II region, encode subunits of a peptide transporter. Both genes display limited genetic variability; four different nucleotide substitutions have been found in theTAP2 gene. Here studies on linkage disequilibrium between TAP2 variants and HLA class II alleles are reported, in an attempt to evaluate whether TAP2 variants are associated with insulin-dependent diabetes mellitus (IDDM). As reported previously, a significant decrease of homozygosity for TAP2 alleles encoding alanine at residue 665 (665 Ala) and glut amine at 687 (687 Gin) paralleled by an increase in homozygosity for TAP2 alleles encoding threonine at residue 665 (665 Thr) and a stop codon at 687 (687 Stop), was found in both Finnish and Norwegian IDDM patients compared to random controls. However, a strong linkage disequilibrium between these TAP2 polymorphisms and given HLA-DR and -DQ genes was observed among healthy controls. The frequent 665 Thr and 687 Stop variants were in linkage disequilibrium both with the DR4-DQ8 and the DR3-DQ2 haplotypes, haplotypes which are strongly associated with IDDM. In contrast, the DR1-DQ5 and DR13-DQ6 (e.g. DQB1*0603) haplotypes, which are decreased among IDDM patients, were associated with the 665 Ala and 687 Gin variants. Thus, when DR- and DQ-matched patients and controls were compared, associations of the investigated TAP2 variants and IDDM were no longer detectable. These data, therefore, indicate that the associations previously found between certain TAP2 variants and IDDM are secondary to a primary association between this disease and particular DQαβ heterodimers.  相似文献   

5.
Thirty Ethiopian malnutrition-related diabetes mellitus (MRDM) patients were HLA typed and their HLA antigen frequencies were compared to those of 31 previously typed insulin-dependent diabetes mellitus (IDDM) patients and to 84 controls from the same ethnic background. In comparison to controls, a striking association between MRDM and HLA-DR3 (X2 = 15.15, p = 0.0001) was observed, whereas the frequency of HLA-DR4 was non-significantly increased (RR = 1.72). The frequency of DR2, DQw1, and DQw6 was decreased among MRDM. In comparison to IDDM that is associated with both DR3 and DR4 in this population, MRDM showed no significant differences in HLA class II antigens frequencies. Therefore, the genetic basis of susceptibility to MRDM and IDMM in Ethiopia is at least partially identical.  相似文献   

6.
In order to try to detect heterogeneity within insulin dependent diabetes mellitus (IDDM) and to distinguish a mode of inheritance of IDDM, population genetic analyses were performed using HLA allele frequencies. HLA-A and -B typing performed on 231 IDDM individuals and 268 controls from the southeastern U.S. showed significant increases with IDDM in A2, B8, B15 and B18, and significant decreases in Aw23, B7, B14 and B17. The combination of HLA-B8/B15 showed a greatly increased risk (RR = 25.5). Between the 120 IDDM individuals and 123 controls HLA-DR typed, HLA-DR3 and -DR4 were significantly increased among the IDDM group and DR2 and DR7 were decreased. The risk for DR3/4 was 29.2. It appeared that the B15 association was secondary to the DR4, but the B8/DR3 association showed no difference. Using the method of Curie-Cohen, no significant increases in risk were found for the B8/B15 or DR3/DR4 heterozygotes when compared to the respective homozygotes. Using the method of Thomson and Bodmer, the dominant mode of inheritance was excluded for DR4 only. There was a significant increase in B15 and DR4 in those with onset before age 20. No significant differences were found among the DR phenotypes with respect to season.  相似文献   

7.
A monoclonal antibody, PL2, has been produced that reacts with a new supertypic determinant expressed on the peripheral blood B lymphocytes and B-leukemic cells (B-CLL) from all individuals who are HLA-DR7 and some individuals who are HLA-DR5 positive. The genetic linkage of the PL2 determinant to the HLA region was demonstrated by family segregation studies. When cultured Epstein-Barr virus (EBV) transformed B cell lines were examined, PL2 was again found to be expressed on all cell lines homozygous for HLA-DR7 and the DRw11(5) subtype of HLA-DR5 positive cells, while one DRw12(5) cell line was negative, suggesting PL2 may distinguish between these DR5 subtypes. In addition, using the panel of EBV-transformed B-cell lines, PL2 was also found to be weakly expressed on HLA-DRw14(w6), -DRw13(w6), -DR3, and -DR2 positive cells but was completely absent from HLA-DR1 and -DR4 positive cells, and is probably absent also from DRw8- and DRw10-positive cells. From titration analysis and quantitative absorption studies the PL2 determinant was found to be expressed at quantitatively different levels in the following order: DR7 greater than DRw11, DRw14 greater than DRw13 greater than DR3 greater than DR2. The molecules carrying the PL2 determinant on DR7 cells have been characterized biochemically to be a subpopulation of HLA class II molecules recognized by the DR specific monoclonal antibody, L243. Furthermore, by two-dimensional gel analysis, PL2 immunoprecipitated only two of three beta chains associated with the DR-apha chain, which are the same two chains that carry the DR7 allodeterminants.(ABSTRACT TRUNCATED AT 250 WORDS)  相似文献   

8.
HLA Class II polymorphisms were analysed in 27 families with at least one Type I diabetic proband using Southern blotting technique according to 10th Histocompatibility Workshop Standards. The probes used were DRB, DQA1, DQB1 and DOB. We have studied 108 haplotypes and performed segregation analysis with HLA serology and restriction fragment length polymorphism (RFLP) data and compared "affected" with "non-affected" haplotypes (not inherited by IDDM patients). RFLPs correlated well with DR and DQ serology and detected additional polymorphisms. In particular, DQB polymorphism analysis showed segregation of the DQw3 splits with 88.5% of the DR4 affected haplotypes bearing the DQw3.2 split (now DQw8) and 11.5% the DQw3.1 split (now DQw7) while in the non-affected DR4 haplotypes 33.3% were DQw3.2 and 66.6% were DQw3.1. Haplotype analysis showed that DR4-DQw3.2 was in strong linkage with the U fragment (2.1 kb Taq I) of DQA2 (DX alpha) and with the L fragment (5.4 kb BamH I) of DOB. This study confirms previous observations of DQB polymorphisms in heterozygous IDDM patients, supports the protective effect of DQw3.1 (DQw7) against the development of the disease and demonstrates the importance of DQw3.2 (DQw8) for susceptibility to Type I diabetes.  相似文献   

9.
The association of HLA class II phenotype with the development of insulin-dependent (Type 1) diabetes mellitus (IDDM) is well established but the contribution of the various HLA-DR and -DQ alleles and haplotypes to disease predisposition is not fully understood. We have determined haplotype and genotype odds ratios, and further employed multivariate tree analysis to explore the contribution of individual HLA-DRDQ haplotypes to the genetic risk for developing IDDM in the Dutch population. Next to haplotype and genotype odds ratios, multivariate tree analysis techniques provide overall risk calculations for each modeled parameter, and offer insight in the interaction of the model parameters via tree-shaped reports, in which subsequent stratifications on the data can easily be followed. We compared 206 Dutch IDDM patients with 840 serologically typed random healthy unrelated Dutch Caucasoid controls. The multivariate tree analysis showed that the HLA-DR7DQ9 and DR15DQ6 haplotype were strongly associated with disease protection (OR = 0.04, P = 0.0003, and OR = 0.07, P < or = 0.0001, respectively). The highest ORs were found for the DR4DQ8/DR8DQ4 genotype (OR = 21.04, P = 0.001), followed by DR4DQ8/DR17DQ2 (OR = 12.45, P < 0.0001) and DR9DQ9/DR17DQ2 (OR = 10.87, P = 0.02). DR4DQ8 homozygous and DR17DQ2 homozygous individuals have a disease OR of 9.0 and 3.0 (P = 0.01 and 0.03), respectively. In conclusion, the results from haplotype, genotype, and tree analyses provide insight into the disease associations for combinations of HLA-DRDQ haplotypes. We confirm that the DR9DQ9/DR17DQ2 genotype is associated with susceptibility in the Dutch population, which has previously been noticed as a HLA risk genotypes in Asian populations only.  相似文献   

10.
In the large genetic survey ‘Provinces Françaises’ the recombination fractions in the HLA system have been estimated by a family analysis programme (FAP). A total of 1332 families were analysed and in general the findings were in agreement with recombination fractions reported previously. The maternal recombination rates were on average 1.8 times higher than the corresponding ones for males. The comparison of the recombination fractions with the corresponding physical distances suggests the existence of hot spots of recombination. The analysis did not show deviations from expected values for HLA-A and B alleles on HLA-A/B recombinant haplotypes. However, analysis of HLA-B/DR recombinant haplotypes showed a skewed distribution of B and DR alleles. The significance of the findings is difficult to evaluate as all results are estimated numbers and frequencies but a manual analysis of the recombinant families confirmed the observations. HLA-B/DR recombinant haplotypes carried often HLA-DR3 and DR11 whereas DR2 and DR7 were more rarely present on recombinant haplotypes. DR4 had an increased incidence on BF/DR recombinant haplotypes but not on A/B or B/BF recombinant haplotypes. Some of the haplotypes with the strongest linkage disequilibria as A1, B8, DR3 and A3, B7, DR2 seem to be less frequently involved in recombinations than other haplotypes. Variations of recombination rates depending on certain alleles or haplotypes might partially explain the conservation of some haplotypes or part of haplotypes in Caucasoids.  相似文献   

11.
The role of HLA class II alleles in genetic predisposition to insulin-dependent diabetes mellitus(IDDM) was examined using Polymerase Chain Reaction/oligonucleotide probe typing (PCR/SSOs) of eight HLA class II loci in 58 IDDM patients and 50 healthy controls from the Northwest of Spain (Asturias). We compared the distribution of HLA class II alleles, haplotypes and genotypes between IDDM patients and controls, and tested three recently proposed HLA-IDDM susceptibility theories. By using the aetiologic fraction (δ) as an almost absolute measure of the strongest linkage of disequilibrium of a HLA marker to the putative Type I susceptibility locus, it has been found that the strength of association of the HLA markers may be quantified as follows: DQA1 *03-DQB1 *0302 or DQA1 *0501-DQB1 *0201 > DR3 or DR4; presence of more than one dimer DQαβ of the six proposed by Rønningen > non-Asp57 DQβ and Arg52 DQα > Arg52 DQα > non-Asp57 DQβ/non-Asp57 DQβ > DRB1*0301; DQA1*0501-DQB1*0201 > DQA1*03-DQB1*0302; DQB1*0302. The presence of at least one Asp57 DQβ allele was the best protection HLA marker to IDDM in our population. Therefore, the above data confirm that IDDM susceptibility to HLA locus is linked more to DQ than DR.  相似文献   

12.
A family study of the patients attending a puediatric diabetic clinic was undertaken. Seventy-three percent of the index patients and their families provided samples for HLA typing and autoantibody analysis. The HLA types were analysed and correlated with the auto-antibody data. Ways of predicting which siblings are at risk of developing insulin dependent diabetes mellitus (IDDM) were sought.
The antigen DR4 carries a higher relative risk and δ value (viz. 27 and 0.93) than any other antigen.
The data did not support the notion of heterogeneity of IDDM on the basis of HLA types or autoantibody status. However, the majority of patients with a younger age of onset were DR4/DR4 homozygotes.
The presence of ICA was a good marker for siblings at risk of developing IDDM. Some siblings who developed IDDM had ICA and CF-ICA for long periods of time before developing diabetes.
The data supported an intermediate model of inheritance for IDDM.  相似文献   

13.
Preferential transmission of diabetic alleles within the HLA gene complex   总被引:6,自引:0,他引:6  
Several studies suggest a higher incidence of insulin-dependent diabetes mellitus (IDDM) among the offspring of men with the disease than among those of female diabetics. Differential transmission by the father of genes that predispose to diabetes may explain this phenomenon. To test this hypothesis, we examined parent-to-offspring transmission of HLA haplotypes and DR (D-related) alleles in 107 nuclear families in which a child had IDDM. We observed that fathers with a DR4 allele were significantly more likely to transmit this allele to their diabetic or nondiabetic children than were mothers with a DR4 allele (72.1 vs. 55.6 percent, P less than 0.001). No differences between parents were observed for HLA-DR3; however, DR3 was transmitted significantly more than 50 percent of the time from either parent (P less than 0.001). These data suggest that differential parental transmission of the HLA-DR4-linked diabetes-predisposing allele may explain the higher risk of diabetes among children of diabetic fathers than among those of diabetic mothers. In addition, the excess transmission of diabetogenic HLA alleles from parent to offspring may explain how these deleterious genes continue to recur at such high frequencies in the general population.  相似文献   

14.
T-cell-defined DR4 subtypes as markers for type 1 diabetes   总被引:2,自引:0,他引:2  
In most populations studied, HLA-DR4, a DRB1 (formerly DR beta I) allele, is increased in frequency among patients with insulin-dependent diabetes mellitus (IDDM). Using T-cells, one can distinguish five subtypes of DR4 (Dw4, Dw10, Dw13, Dw14, and Dw15). Two of these (Dw4 and Dw10) are IDDM-associated in the populations studied here. Therefore, Dw4 and Dw10 could be causative or merely markers for a linked diabetes allele. If they are causative, one might expect them to share some unique structural element or at least to associate consistently with IDDM in different populations. Published sequence data show no structural element unique to Dw4 and Dw10; moreover, the associations of these DR4-Dw subtypes with diabetes vary considerably in different populations. Thus the DRB1 locus probably cannot account for the DR4 association in IDDM. The strong linkage disequilibrium between IDDM and Dw4 and Dw10 suggests that the diabetes susceptibility locus should be in the vicinity of the DR region or the DQ region of the HLA complex. Alternative hypotheses are discussed, relating DR- and DQ-region alleles to IDDM. We further postulate that the evolutionary event that produced the Dw10 allele occurred on a Dw4 haplotype that happened to carry a diabetes susceptibility allele at another locus.  相似文献   

15.
The localization of TNF genes on the short arm of chromosome 6 between HLA B and the complement genes focused attention to that genetic region which harbors many immunologically relevant genes and is also thought to hold susceptibility genes for a variety of autoimmune diseases that are linked to specific alleles of particular loci in the HLA D region. Since the recently established HLA-DR-DQ variation accounts only for part of the genetic susceptibility to insulin-dependent diabetes mellitus (IDDM) we searched for genomic variation of the tumour necrosis factor (TNF) alpha. We have identified a TNF-alpha restriction fragment length polymorphism (RFLP) with NcoI and analysed diabetic patients including their families, controls and homozygous typing cell lines (HTC) defined by the 10th International Histocompatibility Workshop. Segregation analysis in families and HTC results show a strong linkage of the TNF-alpha 5.5 kb allele with DR types in particular with A1B8DR3. This tight linkage of TNF-alpha alleles with extended haplotypes and the significant increase of heterozygotes in patients could lead to some explanation of the DR3 association with a variety of autoimmune diseases particularly IDDM.  相似文献   

16.
Analysis of HLA genes in families with autoimmune diabetes and thyroiditis   总被引:2,自引:0,他引:2  
Type 1 diabetes (T1D) and autoimmune thyroid disease (AITD) are the most common autoimmune endocrine disorders. The similar pathogenesis of T1D and AITD and their tendency to occur together suggest that their etiology may involve common genetic factors. We hypothesized that the human leukocyte antigen (HLA) locus may contribute in part to the joint susceptibility to T1D and AITD. We therefore analyzed a data set of 40 multiplex families in which T1D and AITD clustered ("T1D-AITD families") for linkage and association with the HLA class II locus. We found evidence for linkage of the HLA region to T1D (maximum logarithm of odds score [MLS] = 7.3), to Hashimoto thyroiditis (HT) (MLS = 1.5), and to both (MLS = 3.8). Transmission disequilibrium test analysis revealed significant association of both T1D and AITD with HLA-DR3; however, only T1D was associated with HLA-DR4. We concluded that the finding of evidence for linkage of HLA with HT is in contrast to the strong evidence against linkage found in previous studies of AITD-only families; therefore, it is possible that the AITD phenotype seen in T1D families has a different genetic etiology than the AITD phenotype in AITD-only families; that HLA-DR3 was the major HLA allele contributing to the joint genetic susceptibility to T1D and AITD, whereas other alleles (e.g., DR4) are phenotype specific; and that because the logarithm of odds score for T1D + HT was lower than for T1D alone, additional non-HLA loci must contribute to the shared genetic susceptibility to T1D and AITD.  相似文献   

17.
In order to clarify the discrepancy between population studies showing association of rheumatoid arthritis (RA) with HLA-DR4/Dw4 and family studies failing to show linkage with HLA, we analysed 16 multicase families in which RA and DR4 status of both parents was known. 120 HLA-haplotypes of affected and unaffected children could be analysed for co-segregation with RA. In a combined analysis of both affected and unaffected children co-segregation of RA with the DR4 carrying haplotype was observed when both parents were unaffected (p = 0.001). Co-Segregation of RA with one of the two haplotypes of affected parents was observed (p = 0.01), but in this case there was no preference for the DR4 carrying haplotype. In both cases preferential inheritance of the other (not associated with RA) haplotype was observed in unaffected siblings. These data indicate that susceptibility to RA is controlled by an HLA-linked gene. This gene is often but not always identical to the gene coding for a product carrying the DR4 epitope or in strong linkage disequilibrium with it. Combined with previous population data, the present data provide evidence for genetic heterogeneity of RA. Finally, they contain a paradox, based on which a new hypothesis for HLA-linked susceptibility to RA is formulated.  相似文献   

18.
HLA antigens and complotypes in insulin-dependent diabetes mellitus   总被引:2,自引:0,他引:2  
One hundred and thirty-six Finnish patients with insulin-dependent (type I) diabetes mellitus were investigated for the HLA-A, B, D and DR antigens as well as the Bf and C4 allotypes. The statistically significant increase in the frequencies of HLA-A9, B8, B15, Dw3, Dw4, DR3, DR4, C4A0 and C4B3 was observed when compared with the healthy controls. About 79% of the patients had HLA-DR4, and 53% had HLA-DR3 antigens. A rare C4 allele C4B3 was found in 21% of the patients, whereas only in 2% among the controls (relative risk 16.35). The etiological fraction (EF) values indicated that HLA D/DR alleles were the best markers for IDDM, the observed EF for HLA-DR4 in diabetes was as high as 0.70. Examination of HLA, Bf and C4 phenotypes suggested that at least two supratypes "B15 BfS C4A3B3 D(R)4" and "B8 BfS C4A0B1 D(R)3" were markers for the susceptibility to type I diabetes, one third of our patients had either of these supratypes. The protective role of DR2 and Dw2 antigens was also confirmed: no HLA-Dw2 positive patients and only one with HLA-DR2 was found.  相似文献   

19.
HLA and susceptibility to multiple sclerosis   总被引:3,自引:0,他引:3  
The study of the joint segregation of multiple sclerosis and HLA, using affected sib pairs as well as whole pedigrees, shows that these two traits are not independently transmitted. The hypothesis of a single susceptibility locus inside HLA region could explain all the observed data, only if a high gene frequency, a very low penetrance, and some environmental correlation between relatives are assumed. Linkage analysis performed on the basis of this hypothesis for 58 multiple sclerosis families concludes to a strict linkage. We obtained a maximum score of 3.11 at theta = 0.00 for a dominant gene of frequency 0.18 and penetrance of 0.02. This result contrasts with the large recombination fraction obtained by other authors and the discrepancy is explained by the very low gene frequency used in their analysis. Some environmental correlation, in addition to the genetic determinant in HLA region, may explain the overall familial aggregation, but an alternative is the existence of additional genetic determinants.  相似文献   

20.
Multiple sclerosis (MS), an inflammatory and demyelinating autoimmune disease of CNS has both, a genetic and an environmental predisposition. Among all the genetic factors associated with MS susceptibility, HLA class II haplotypes such as DR2/DQ6, DR3/DQ2, and DR4/DQ8 show the strongest association. Although a direct role of HLA-DR alleles in MS have been confirmed, it has been difficult to understand the contribution of HLA-DQ alleles in disease pathogenesis, due to strong linkage disequilibrium. Population studies have indicated that DQ alleles may play a modulatory role in the progression of MS. To better understand the mechanism by which HLA-DR and -DQ genes contribute to susceptibility and resistance to MS, we utilized single and double transgenic mice expressing HLA class II gene(s) lacking endogenous mouse class II genes. HLA class II transgenic mice have helped us in identifying immunodominant epitopes of PLP in context of various HLA-DR and -DQ molecules. We have shown that HLA-DR3 transgenic mice were susceptible to PLP91–110 induced experimental autoimmune encephalomyelitis (EAE), while DQ6 (DQB1*0601) and DQ8 (DQB1*0302) transgenic mice were resistant. Surprisingly DQ6/DR3 double transgenic mice were resistant while DQ8/DR3 mice showed higher disease incidence and severity than DR3 mice. The protective effect of DQ6 in DQ6/DR3 mice was mediated by IFNγ, while the disease exacerbating effect of DQ8 molecule was mediated by IL-17. Further, we have observed that myelin-specific antibodies play an important role in PLP91–110 induced EAE in HLA-DR3DQ8 transgenic mice. Based on these observations, we hypothesize that epistatic interaction between HLA-DR and -DQ genes play an important role in predisposition to MS and our HLA transgenic mouse model provides a novel tool to study the effect of linkage disequilibrium in MS.  相似文献   

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