Significant association between TAP2 polymorphisms and rheumatoid arthritis: a meta-analysis

  • Dongjun Dai1Email author,

    Affiliated with

    • Yong Chen2Email author,

      Affiliated with

      • Ping Ru1,

        Affiliated with

        • Xingyu Zhou1,

          Affiliated with

          • Jianmin Tao1,

            Affiliated with

            • Huadan Ye1,

              Affiliated with

              • Qingxiao Hong1,

                Affiliated with

                • Linlin Tang1,

                  Affiliated with

                  • Guanghui Pan1,

                    Affiliated with

                    • Danfeng Lin1,

                      Affiliated with

                      • Qiongyao Gong2,

                        Affiliated with

                        • Yuelong Lv1,

                          Affiliated with

                          • Leiting Xu1 and

                            Affiliated with

                            • Shiwei Duan1Email author

                              Affiliated with

                              Diagnostic Pathology20149:129

                              DOI: 10.1186/1746-1596-9-129

                              Received: 21 March 2014

                              Accepted: 23 June 2014

                              Published: 27 June 2014

                              Abstract

                              Background

                              Rheumatoid arthritis (RA) is a severe chronic immune mediated inflammatory disease that has been shown to be associated with human leukocyte antigen (HLA) loci. The transporter associated with antigen processing 2 (TAP2) has been identified to play an important role in the HLA-associated diseases and immune response. The goal of our meta-analysis was to summarize the contribution of TAP2 polymorphisms to the risk of RA.

                              Methods

                              Meta-analyses were performed between RA and 3 TAP2 coding polymorphisms that comprised TAP2-379Ile > Val (rs1800454), TAP2-565Ala > Thr (rs2228396) and TAP2-665Thr > Ala (rs241447). The meta-analyses were involved with 9 studies (24 individual studies) among 973 cases and 965 controls.

                              Results

                              Meta-analyses showed that TAP2-379Ile allele was significantly associated with an increased risk of RA (p = 0.0002, odds ratio (OR) = 1.44, 95% confidence interval (CI) = 1.18-1.74). This association was further shown only in the dominant model (p = 0.006, OR = 1.59, 95% CI = 1.14-2.22). Subgroup analyses by ethnicity revealed that the association of TAP2-379Ile was significant in Asians (p = 0.03, OR = 1.38, 95% CI = 1.04-1.83). In addition, another significant association of TAP2-565Thr allele with RA was observed in Europeans (p = 0.002, OR = 1.62, 95% CI = 1.20-2.20).

                              Conclusions

                              Our meta-analyses suggested that TAP2-379Ile allele was significantly associated with a 59% increased risk in the dominant effect model. Subgroup analyses by ethnicity showed that TAP2-379-Ile increased the risk of RA by 38% in Asians and TAP2-565Thr increased the risk of RA by 38% in Europeans.

                              Virtual Slides

                              The virtual slide(s) for this article can be found here: http://​www.​diagnosticpathol​ogy.​diagnomx.​eu/​vs/​2097080313124700​

                              Keywords

                              Rheumatoid arthritis Polymorphism Meta-analysis TAP2 Ethnicity

                              Background

                              Rheumatoid arthritis (RA) is a common immune-mediated chronic inflammatory disease [1]. Severe clinical symptoms of RA comprise bone lose [2] and heart diseases [3] that can make a huge destruction to human body. RA is a complex disease caused by both genetic and environmental factors. Twin studies estimated a large heritability (60%) in RA [4]. Family-based studies also demonstrated that genetic factors played a more important role in the development of RA than environmental factors [5, 6].

                              Consistent association was found between human leukocyte antigen (HLA) loci and RA [7]. The transporter associated with antigen processing 2 (TAP2) gene encodes transporter 2, ATP-binding cassette, sub-family B (MDR/TAP) that is a major histocompatibility complex (MHC) gene located between HLA-DP and HLA-DQ [8]. TAP2 delivers antigenic peptides to the endoplasmic reticulum of HLA class I molecular [9], especially in selecting the size of peptides [10]. TAP2 has been shown to play an important role in the HLA-associated diseases and immune response [11].

                              TAP2 polymorphisms have been tested for their association with the occurrence and development of RA [1223]. Among them, Ile379Val, Ala565Thr and Thr665Ala are most often studied [1423]. Altogether there were 10 case–control studies for the TAP2 polymorphisms with RA, yielding only 2 significant results (Table 1). We suspected that a lack of power in the previous studies with moderate sample size might influence the reliability of the results [24]. Meta-analysis is often used to enhance statistical power and thus is likely to produce a more convincing conclusion [25]. Here we performed a set of meta-analyses of the three polymorphisms by pooling up the data from individual association study [25]. Our research is likely to provide a better evaluation of the contribution of TAP2 polymorphisms to the risk of RA.
                              Table 1

                              Characteristics of the case–control studies in the current meta-analyses

                              Gene locus

                              First author

                              Year

                              Country

                              Ethnicity

                              Genotyping method

                              Cases/controls

                              Control source

                              HWE

                              Result*

                              Power

                              MAF

                              TAP2-379

                              B. P. Wordsworth [14]

                              1993

                              Britain

                              Europeans

                              ARMS-PCR

                              60/117

                              Population

                              NA

                              NS

                              0.101

                              0.167

                               

                              Sara Marsal [15]

                              1994

                              America

                              Europeans

                              ARMS-PCR

                              185/48

                              Population

                              NA

                              NS

                              0.086

                              0.177

                               

                              M.C. Hillarby [16]

                              1996

                              Britain

                              Europeans

                              ARMS-PCR

                              89/64

                              Population

                              NA

                              S

                              0.091

                              0.172

                               

                              F. Takeuchi [17]

                              1997

                              Japan

                              Asians

                              PCR-RFLP

                              92/95

                              Population

                              NA

                              NS

                              0.095

                              0.132

                               

                              J Vinasco [18]

                              1998

                              Spain

                              Europeans

                              PCR-RFLP

                              50/55

                              Population

                              NA

                              NS

                              0.072

                              0.109

                               

                              Sasijit Vejbaesya [19]

                              2000

                              Thailand

                              Asians

                              ARMS-PCR

                              82/100

                              Population

                              Yes

                              NS

                              0.115

                              0.220

                               

                              S.-L. Zhang [20]

                              2002

                              France

                              Europeans

                              ARMS-PCR

                              138/100

                              Population

                              Yes

                              NS

                              0.098

                              0.120

                               

                              Min-Chien Yu [21]

                              2004

                              China

                              Asians

                              PCR-RFLP

                              100/99

                              Population

                              Yes

                              NS

                              0.124

                              0.237

                              TAP2-565

                              B. P. Wordsworth [14]

                              1993

                              Britain

                              Europeans

                              ARMS-PCR

                              60/117

                              Population

                              NA

                              NS

                              0.094

                              0.132

                               

                              Sara Marsal [15]

                              1994

                              America

                              Europeans

                              ARMS-PCR

                              185/48

                              Population

                              NA

                              NS

                              0.081

                              0.156

                               

                              M.C. Hillarby [16]

                              1996

                              Britain

                              Europeans

                              ARMS-PCR

                              89/64

                              Population

                              NA

                              NS

                              0.086

                              0.148

                               

                              F. Takeuchi [17]

                              1997

                              Japan

                              Asians

                              PCR-RFLP

                              92/95

                              Population

                              NA

                              S

                              0.09

                              0.116

                               

                              J Vinasco [18]

                              1998

                              Spain

                              Europeans

                              PCR-RFLP

                              50/55

                              Population

                              NA

                              NS

                              0.059

                              0.036

                               

                              S.-L. Zhang [20]

                              2002

                              France

                              Europeans

                              ARMS-PCR

                              138/100

                              Population

                              Yes

                              S

                              0.078

                              0.070

                               

                              Min-Chien Yu [21]

                              2004

                              China

                              Asians

                              PCR-RFLP

                              100/99

                              Population

                              Yes

                              NS

                              0.086

                              0.096

                               

                              Yu L [22]

                              2013

                              China

                              Asians

                              PCR-RFLP

                              177/288

                              Population

                              Yes

                              NS

                              0.169

                              0.142

                              TAP2-665

                              B. P. Wordsworth [14]

                              1993

                              Britain

                              Europeans

                              ARMS-PCR

                              60/117

                              Population

                              NA

                              NS

                              0.115

                              0.248

                               

                              Sara Marsal [15]

                              1994

                              America

                              Europeans

                              ARMS-PCR

                              185/48

                              Population

                              NA

                              NS

                              0.084

                              0.167

                               

                              M.C. Hillarby [16]

                              1996

                              Britain

                              Europeans

                              ARMS-PCR

                              89/64

                              Population

                              NA

                              NS

                              0.119

                              0.375

                               

                              F. Takeuchi [17]

                              1997

                              Japan

                              Asians

                              PCR-RFLP

                              92/95

                              Population

                              NA

                              NS

                              0.136

                              0.347

                               

                              J Vinasco [18]

                              1998

                              Spain

                              Europeans

                              PCR-RFLP

                              50/55

                              Population

                              NA

                              NS

                              0.091

                              0.264

                               

                              Juha Tuokko [23]

                              1998

                              Finland

                              Europeans

                              PCR-RFLP

                              40/60

                              Population

                              No

                              NS

                              0.095

                              0.350

                               

                              S.-L. Zhang [20]

                              2002

                              France

                              European

                              ARMS-PCR

                              138/100

                              Population

                              Yes

                              NS

                              0.148

                              0.300

                               

                              Min-Chien Yu [21]

                              2004

                              China

                              Asians

                              PCR-RFLP

                              100/99

                              Population

                              Yes

                              NS

                              0.147

                              0.601*

                              ARMS-PCR: Amplification refractory mutation system; PCR-RFLP: Polymerase Chain Reaction –Restriction Fragment Length Polymorphism; HWE.

                              Hardy-Weinberg equilibrium; Result*, The association between IL1B gene and PD; NS, No significant; S, Significant; NA: Not applicable; *The reference allele is TAP2-665Ala.

                              Methods

                              We collected studies that examined the associations of TAP2 polymorphisms with RA in September of 2013 by searching the online databases (PubMed, WanFang, WeiPu and CNKI) without time and language restriction, using the keywords “rheumatoid arthritis TAP2 association” and “rheumatoid arthritis TAP2 polymorphism”. The obtained studies would be included in our meta-analyses if they met the following criteria: (1) It was an original case–control study with an assessment of the association of TAP2 with RA in humans; (2) It contains sufficient information to infer the odds ratios (ORs) and 95% confidence intervals (95% CIs); (3) Genotype distribution of each polymorphism in controls met Hardy-Weinberg equilibrium (HWE); (4) The cumulative number of individual studies for one genetic locus are at least three. We extracted or calculated the following information from each selected study: the first author, year of publication, country, ethnicity, genotyping method, numbers of cases and controls, control source, HWE for controls, reported association results, power of each involved study and minor allele frequency (MAF) in each stage.

                              Since some studies presented the data of haplotypes (A to H, Table 2), our study translated the haplotypes into the genotypes of three coding polymorphisms (TAP2-379, TAP2-565, and TAP2-665) [8, 26]. We used Arlequin program [27] to test whether the genotyping distribution in controls was in HWE. Cochran’s Q statistic and I2 test [28] were used to calculate statistical heterogeneity. Fixed-effect model would be used to the studies with minimal to moderate heterogeneity (I2 < 50%), and the random-effect model would be used to the studies with significant heterogeneity (I2 > =50%). Combined ORs and CIs were estimated by Review Manager 5 [29]. Funnel plots were drawn to observe the potential publication bias. The power of each study was calculated by Power and Sample Size Calculation program. All the statistical analyses were performed by two independent reviewers (Ping Ru and Xingyu Zhou).
                              Table 2

                              Nomenclature of TAP2 haplotypes

                              TAP2

                              TAP2-379

                              TAP2-565

                              TAP2-665

                              GTA

                              ATA

                              GTA

                              ATA

                              GTA

                              ATA

                              A

                              Val

                               

                              Ala

                               

                              Thr

                               

                              B

                              Val

                               

                              Ala

                                

                              Ala

                              C

                               

                              Ile

                              Ala

                               

                              Thr

                               

                              D

                               

                              Ile

                               

                              Thr

                              Thr

                               

                              E

                              Val

                                

                              Thr

                              Thr

                               

                              F

                              Val

                               

                              Ala

                               

                              Thr

                               

                              G

                               

                              Ile

                              Ala

                                

                              Ala

                              H

                               

                              Ile

                               

                              Thr

                               

                              Ala

                              Val: Valine; Ile: Isoleucine; Ala: Alanine; Thr: Threonine.

                              Results and discussion

                              As shown in Figure 1, 22 genetic studies on TAP2 gene were initially collected. Of them, we excluded 7 studies that were not related to RA, 1 case-only study, 4 studies without genotyping information, 1 study that did not meet HWE. Finally, 9 articles [1422] were involved in the current study. Altogether, there were 973 RA patients and 965 controls in the meta-analyses of 3 TAP2 polymorphisms (Tables 1 and 3).
                              http://static-content.springer.com/image/art%3A10.1186%2F1746-1596-9-129/MediaObjects/13000_2014_1001_Fig1_HTML.jpg
                              Figure 1

                              Flowchart of selection process in the meta-analyses.

                              Table 3

                              Meta-analyses of TAP2-379, TAP2-565, TAP2-665with RA*

                              Genetic locus

                              Cases/controls (S*)

                              Genetic model

                              Ethnicity

                              OR (95% CI)

                              Pvalue

                              I 2

                              Power

                              TAP2-379

                              796/677 (8)

                              Overall ( I vs V)

                              Overall

                              1.44 (1.18-1.74)

                              0.0002

                              42%

                              0.477

                               

                              522/768 (5)

                               

                              Europeans

                              1.39 (0.88-2.20)

                              0.16

                              64%

                              0.286

                               

                              274/293 (3)

                               

                              Asians

                              1.38 (1.04-1.83)

                              0.03

                              0%

                              0.241

                               

                              320/298 (3)

                              Dominant ( II/IV vs VV )

                               

                              1.59 (1.14-2.22)

                              0.006

                              0%

                              0.336

                               

                              320/298 (3)

                              Recessive ( II vs IV/VV )

                               

                              1.24 (0.58-2.64)

                              0.58

                              0%

                              0.104

                               

                              198/209 (3)

                              Additive ( II vs VV )

                               

                              1.49 (0.68-3.23)

                              0.32

                              0%

                              0.101

                              TAP2-565

                              891/871 (8)

                              Overall ( T vs A )

                              Overall

                              1.23 (0.84-1.81)

                              0.28

                              64%

                              0.439

                               

                              522/778 (5)

                               

                              Europeans

                              1.62 (1.20-2.20)

                              0.002

                              24%

                              0.229

                               

                              369/482 (3)

                               

                              Asians

                              0.87 (0.43-1.75)

                              0.70

                              76%

                              0.254

                               

                              415/487 (3)

                              Dominant ( TT/TA vs AA )

                               

                              1.17 (0.85-1.61)

                              0.33

                              45%

                              0.379

                               

                              415/487 (3)

                              Recessive ( TT vs TA/AA )

                               

                              4.71 (0.51-43.33)

                              0.17

                              64%

                              0.075

                               

                              335/384 (3)

                              Additive ( TT vs AA )

                               

                              4.64 (0.52-41.77)

                              0.17

                              64%

                              0.075

                              TAP2-665

                              714/578 (7)

                              Overall ( A vs T )

                              Overall

                              1.02 (0.85-1.22)

                              0.84

                              48%

                              0.557

                               

                              522/384 (5)

                               

                              Europeans

                              0.87 (0.69-1.09)

                              0.23

                              39%

                              0.475

                               

                              192/194 (2)

                               

                              Asians

                              1.32 (0.99-1.77)

                              0.06

                              0%

                              0.080

                               

                              238/199 (2)

                              Dominant ( AA/AT vs TT )

                               

                              1.07 (0.44-2.57)

                              0.88

                              67%

                              0.252

                               

                              238/199 (2)

                              Recessive ( AA vs AT/TT )

                               

                              0.58 (0.06-5.77)

                              0.64

                              77%

                              0.131

                               

                              128/100 (2)

                              Additive ( AA vs TT )

                               

                              1.15 (0.53-2.49)

                              0.73

                              83%

                              0.122

                              S*: Amount of stages; V: Valine; I: Isoleucine; A: Alanine; T: Threonine.

                              In the present study, we tested the associations between 3 TAP2 polymorphisms and RA disease. Different inheritable models, including dominant, recessive and additive models, were also tested for all 3 polymorphisms. As shown in Table 3 and Figure 2, a significant association of TAP2-379Ile with increased risk of RA was found for combined population (p = 0.0002, OR = 1.40, 95% CI = 1.16-1.70). Subgroup analysis by ethnicity showed that this significant association was only found in Asians (p = 0.03, OR = 1.38, 95% CI = 1.04-1.83, Table 3 and Figure 2) but not in Europeans (p = 0.16, Table 3). In addition, significant contribution of TAP2-379Ile to RA was only found in the dominant model (p = 0.006, OR = 1.59, 95% CI = 1.14-2.22, Table 3, Figure 2). For TAP2-565Thr, there was no significant result in the combined populations (p = 0.28, Table 3), but we found significant association between Europeans and RA (p = 0.002, OR = 1.62, 95% CI = 1.20-2.20, Table 3, Figure 2). For TAP2-665 locus, no significant result was found in the combined meta-analyses or in the subgroup meta-analyses (Table 3).
                              http://static-content.springer.com/image/art%3A10.1186%2F1746-1596-9-129/MediaObjects/13000_2014_1001_Fig2_HTML.jpg
                              Figure 2

                              Forest plots of TAP2 gene polymorphisms with RA. A: Forest plot of TAP-379 with RA for combined population; B: Forest plot of TAP-379 with RA in Asians; C: Forest plot of TAP-379 with RA under dominant effect model; D: Forest plot of TAP-565 with RA in Europeans.

                              Significant statistical heterogeneity was found in the meta-analyses of TAP2-565 (I2 = 64%). A further subgroup meta-analyses by ethnicity showed that significant heterogeneity was coming from the Europeans for TAP2-379 (I2 = 64%) and Asians for TAP2-565 (I2 = 76%). Further subgroup studies showed that significant heterogeneity also existed in the meta-analyses of TAP2-565 (recessive model: I2 = 64%; additive model: I2 = 64%) and TAP2-665 (dominant model: I2 = 67%, recessive model: I2 = 77%; additive model: I2 = 83%).

                              All the power analyses in current meta-analyses were tested under a moderate risk of SCZ (OR = 1.2, Tables 1 and 2). Compared with previous individual studies, our meta-analyses showed a much stronger power (Tables 1 and 3). In addition, no publication bias for the meta-analyses was observed (Figure 3).
                              http://static-content.springer.com/image/art%3A10.1186%2F1746-1596-9-129/MediaObjects/13000_2014_1001_Fig3_HTML.jpg
                              Figure 3

                              Funnel plots of TAP2 gene polymorphisms with RA.

                              To our knowledge, our study was the first meta-analyses of the three coding polymorphisms of TAP2 gene. Previous studies showed significant association between TAP2 gene and autoimmune diseases such as allergic rhinitis [30], systemic lupus erythematosus [31] and RA [20, 21]. Our results indicated that TAP2-379Ile was able to increase 44% of the risk of RA in all subjects and 38% of the risk of RA in Asians. Moreover, TAP2-379Ile was associated with a 59% increased risk of RA in the dominant model. We also found that TAP2-565Thr increased the risk of RA by 62% in Europeans.

                              Previous RA association studies observed a handful of single nucleotide polymorphisms (SNPs) with dominant effect such as -607A/C polymorphism of IL-18 gene [32], rs10489629 of IL-23R gene [33], -173G/C polymorphism of MIF gene [34] and -607A/C polymorphism of IL-18 gene [32]. Our observation of significant association of TAP2-379Ile polymorphism in the dominant model supported that dominant model might be a key genetic model in the pathogenesis of RA disease.

                              Since MAFs are different in different populations, we further evaluated the role of TAP2 polymorphisms in Asians and Europeans separately. For TAP2-379Ile, significant association was found in Asians but not in Europeans. On the contrary, we observed TAP2-565Thr as a risky factor of RA in Europeans but not in Asians. This might be due to a lack of power in the subgroup meta-analysis in Europeans for TAP2-379 (power = 0.286, I2 = 64%) and in Asians for TAP2-565 (power = 0.254, I2 = 76%). To be noted, one Asian study [21] involved in the meta-analyses of TAP2-665Ala was found a high allele frequency (allele frequency = 0.601, Table 1) than those in the rest studies (average allele frequency = 0.284).

                              Our meta-analyses presented several limitations that needed to be taken with cautions. Firstly, the associations of TAP2 polymorphisms were only evaluated in Europeans and Asians. The findings might not be feasible for other populations such as Africans. And potential difference in intra-European and intra-Asian population might influence the result of our study (see the MAFs in Table 1). Secondly, RA is a complex chronic disease. Different clinical variables may influence the results of the current study. Hidden physiological factors may exist in the RA patients and affect the quality of the current meta-analysis. Further studies with precise diagnosis might be helpful for a better meta-analysis in the future. Thirdly, although the power of current meta-analyses was much stronger than the previous studies, more replicated studies are required to strengthen the stability of the association between TAP2 polymorphisms and RA. Fourthly, certain multiple testing existed in the current study, and cautions needed to be taken for the significant results. Fifthly, there are 2232 polymorphisms in TAP2 gene according to the NCBI dbSNP database. Our study only focused on three polymorphisms of TAP2 that might be hard to give fully consideration of the contribution of TAP2 polymorphisms. Moreover, the 3 TAP2 polymorphisms might not be the causal variants but be in high linkage disequilibrium with other established RA MHC variants. Sixthly, since significant associations were found in the both allelic and dominant model for TAP2-379, our results implied the genetic models of TAP2-379 polymorphism were complex and hard to be determined. Seventhly, there were publication biases for the current meta-analyses of TAP2-379 and TAP2-565. After removing the outlier studies [16, 17], the results of the two meta-analyes remained the same as the previous one.

                              Conclusions

                              In summary, our meta-analyses suggested that TAP2-379Ile allele was significantly associated with a 59% increased risk in the dominant model. To be more specifically, TAP2-379-Ile increased the risk of RA by 38% in Asians and TAP2-565Thr increased the risk of RA by 38% in Europeans. Future large-scale and well designed studies are required to confirm our findings and to reveal other TAP2 polymorphisms with contribution to RA disease.

                              Authors’ information

                              Dongjun Dai and Yong Chen: Co-first authors of this work.

                              Abbreviations

                              RA: 

                              Rheumatoid arthritis

                              SNPs: 

                              Single nucleotide polymorphisms

                              HWE: 

                              Hardy-Weinberg equilibriu

                              ORs: 

                              Odds ratios

                              95% CIs: 

                              95% confidence intervals.

                              Declarations

                              Acknowledgements

                              The research was supported by the grants from National Natural Science Foundation of China (31100919 and 81371469), Natural Science Foundation of Zhejiang Province (LR13H020003), K. C. Wong Magna Fund in Ningbo University, and Ningbo Social Development Research Projects (2012C50032).

                              Authors’ Affiliations

                              (1)
                              Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University
                              (2)
                              Department of Rheumatology, Ningbo No.2 Hospital

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