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Erschienen in: Journal of Orthopaedic Surgery and Research 1/2016

Open Access 01.12.2016 | Research article

Association between GDF5 +104T/C polymorphism and knee osteoarthritis in Caucasian and Asian populations: a meta-analysis based on case-control studies

verfasst von: Dong Jiang, Zengtao Hao, Dongsheng Fan, Wen Guo, Pengcheng Xu, Chao Yin, Shuzheng Wen, Jihong Wang

Erschienen in: Journal of Orthopaedic Surgery and Research | Ausgabe 1/2016

Abstract

Background

Osteoarthritis (OA) is a degenerative joint disease with a complex genetic background. Variants in growth differentiation factor 5 (GDF5) have been reported to be associated with rheumatoid arthritis (RA) in several ethnic populations. The present study aimed to assess the association between the GDF5 +104T/C polymorphism and the susceptibility of the knee to OA through a meta-analysis of available case-control studies.

Methods

The PubMed and Science Direct citation databases were used to search electronic literature in order to identify studies published between January 2007 and July 2016 that evaluated the association between the GDF5 +104T/C polymorphism and the susceptibility of the knee to OA. Different genetic models were used to assess the pooled and stratified data.

Results

A positive association was found in all pooled studies (OR = 0.808, 95 % CI = 0.754–0.866, p < 0.001). Regarding genotypes, significant associations were found using a dominant model (OR = 0.777, 95 % CI = 0.708–0.852, p < 0.001), a recessive model (OR = 0.723, 95%CI = 0.623–0.839, p < 0.001), and an additive model (CC vs TT OR = 0.648, 95 % CI = 0.552–0.760, p < 0.001; CC vs CT OR = 0.801, 95 % CI = 0.685–0.936, p = 0.005). Meta-analysis data were stratified by ethnicity, and the GDF5 C allele was found to be positively associated with OA of the knee in both Caucasians and Asians, as were the GDF5 TC and CC genotypes. In addition, using an additive model, the CC genotype was found to be significantly associated with OA of the knee in both Caucasians and Asians when comparing CC vs TT genotypes, but not in Caucasians when comparing TT vs CT genotypes.

Conclusions

Meta-analysis results indicated that the GDF5 +104T/C polymorphism is a protective factor for OA among Caucasian and Asian populations.
Abkürzungen
BMP
bone morphogenetic protein
OA
osteoarthritis
GDF5
growth differentiation factor 5
CIs
confidence intervals
SNP
single-nucleotide polymorphism
UTR
untranslated region
MeSH
Medical Subject Headings
HWE
Hardy-Weinberg equilibrium
GWAS
genome-wide association studies

Background

Osteoarthritis (OA) is a chronic and progressive condition causing pain and disability worldwide and is regarded as a disease of the entire joint [1, 2]. Obesity, age, and joint injury are the major risk factors for OA of the knee [3, 4]. In addition, heritability studies have shown that genetic components account for approximately half of the risk for development of OA of the knee [57]. Understanding the genetic factors that influence progression of the disorder is important for the development of therapies to prevent or attenuate the pathogenesis of knee OA [8].
The genetic background of knee OA likely involves multiple genes that encode proteins with significant functions in the underlying disease process. The growth differentiation factor 5 (GDF5) gene contains three introns and is located on chromosome 20q11.2, spanning 21.43 kb from 34042573 to 34021146. The GDF5 protein is encoded by the reverse strand (Entrez Gene, http://​www.​ncbi.​nlm.​nih.​gov/​IEB/​Research/​Acembly/​av.​cgi). Proteins encoded by GDF5 are members of the TGF-beta superfamily and the bone morphogenetic protein (BMP) family. Proteins of this group contain a polybasic proteolytic processing site, which can produce a mature protein with seven conserved cysteine residues [9]. These proteins have been shown to be regulators of cell growth and differentiation in both embryonic and adult tissues. Variants of GDF5 are associated with chondrodysplasia, acromesomelic dysplasia, and brachydactyly [1012], indicating that GDF5 may play a protective role in skeletal development. In addition, the GDF5 +104T/C single-nucleotide polymorphism (SNP) in the 5′ untranslated region (UTR) of this gene may result in increased risk of OA. Recently, a number of research groups have reported associations between the GDF5 +104T/C SNP and the susceptibility to OA in different ethnic populations. Weak or a complete lack of association in different ethnic populations has been reported by other groups, which may be the result of publication bias, differences in allele frequencies between races, or limited sample sizes.
Although several meta-analyses based on differences in strategies have highlighted a possible association between the GDF5 +104T/C SNP and knee OA, all meta-analyses did not distinguish between case-control and cohort studies [1315]. More recently, several new studies have also reported an association between the GDF5 +104T/C SNP and risk of knee OA [16, 17]. In the present study, a meta-analysis was performed to evaluate the contribution of the GDF5 +104T/C polymorphism to the susceptibility of the knee to OA in different ethnic populations.

Methods

Study identification and selection

The PubMed and Science Direct citation databases were used to search electronic literature to identify studies published between January 2007 and July 2016 that evaluated the association between the GDF5 +104T/C polymorphism and the susceptibility of the knee to OA. Combinations of keywords used in the search and entered as Medical Subject Headings (MeSH) were as follows: (“osteoarthritis” or “GDF5” or “polymorphism” or “GDF5 +104T/C”); (“genetics” or “OA” or “rs143383”); and (“polymorphism” or “polymorphisms”).

Inclusion and exclusion criteria

Data were collected from fully published articles, excluding any conference or meeting abstracts. Inclusion criteria were as follows: (a) evaluation of the association between GDF5 rs143383 polymorphism with susceptibility to knee OA; (b) case-controlled study design based on unrelated individuals; and (c) case and control groups having sufficient genotypic data (T and C) and/or sufficient allelic data (TT, TC, and CC) for estimation of odds ratios (OR) with 95 % confidence interval (95 % CI). Exclusion criteria were as follows: (a) overlapping data; (b) genotype frequencies or numbers not reliably ascertained; (c) cohort or family-based study design, because the design and analysis of the study are based on linkage; and (d) review paper or abstract.

Data extraction

The following information was extracted: (a) name of the first author, (b) year of publication, (c) ethnicity of the studied population, (d) the numbers of cases and controls of GDF5 polymorphism, and (e) Hardy-Weinberg equilibrium (HWE) of controls.

Statistical analysis

Allele frequencies of the GDF5 +104T/C polymorphism from each respective study were determined by the allele counting method. HWE was used to examine the deviation of data associated with the GDF5 rs143383 SNP in the knee OA control groups using Fisher’s exact test. If the p value of HWE was not greater than 0.05, the control group was considered to be in disequilibrium. To evaluate the strength of association between the GDF5 rs143383 polymorphism and the susceptibility of the knee to OA, pooled ORs and their 95 % CIs were determined for each study, and within-study and between-study heterogeneity were evaluated by Cochran’s Q statistic [18].
The pooled ORs were performed for allelic contras, dominant, recessive, and additive models. If a p value for a particular Q statistic was less than 0.10, the random effects model was used [19]. The I 2 measure (I 2 = 100 % x(Q − df)/Q) was used to quantify the effect of heterogeneity [20]. I 2 ranges between 0 and 100 %, which, respectively, represents the proportion of inter-study variability attributable to heterogeneity rather than chance (low, 0–25 %; moderate, 25–50 %; large, 50–75 %; and very large, >75 %). When I 2 is greater than 50 %, a study should be eliminated that performs for I 2 values to reach less than 25 % [21].
Sensitivity analysis was then performed by excluding studies violating HWE [22].
To evaluate publication bias, funnel plots were determined. However, due to the limited number of studies, Egger’s linear regression test was used to evaluate the bias [23]. When the pooled study groups are homogenous, the random effects and fixed effects models are similar. However, if this is not the case, the random effects model usually provides wider CIs than the fixed effects model [19]. In the present study, statistical manipulations were performed using Stata 11 software (Stata Corporation, College Station, TX).

Results

Fifty-two articles that evaluated the association between GDF5 +104T/C polymorphism and the susceptibility of the knee to OA were identified (Fig. 1). Twenty-eight papers were excluded due to data missing, not being a case-control study, genotype distribution in the controls being inconsistent with HWE, previous meta-analysis studies, or missing data. Seven articles met the inclusion criteria [17, 2429]. Among these, one study reported on two populations (Chinese and Japanese; UK and Spanish; two different populations in the UK) that were considered as two separate studies [24, 25, 28]. The seven identified papers included nine case-control studies involving 3319 knee OA patients and 4987 controls that were conducted in Caucasian and Asian populations.
Characteristics of the GDF5 +104T/C studies included in the present meta-analysis are listed in Table 1. The results showed a positive association in all pooled studies (OR = 0.808, 95 % CI = 0.754–0.866, p < 0.001) (Table 2). Regarding genotypes, a significant association was found using a dominant model (OR = 0.777, 95 % CI = 0.708–0.852, p < 0.001), a recessive model (OR = 0.723, 95 % CI = 0.623–0.839, p < 0.001), and an additive model (CC vs TT OR = 0.648, 95 % CI = 0.552–0.760, p < 0.001; CC vs CT OR = 0.801, 95 % CI = 0.685–0.936, p = 0.005). After meta-analysis data were stratified by ethnicity, the C allele of GDF5 was found to be positively associated with knee OA in Caucasians (OR = 0.872, 95 % CI = 0.794–0.957, p = 0.004) and Asians (OR = 0.738, 95 % CI = 0.665–0.818, p < 0.001). In addition, the GDF5 TC and CC genotypes were found to be positively associated with knee OA in Caucasians (OR = 0.853, 95 % = 0.749–0.972, p = 0.017) and Asians (OR = 0.706, 95 % CI = 0.619–0.806, p < 0.001). Using an additive model, the CC genotype was found to be significantly associated with knee OA in Caucasians (OR = 0.648, 95 % CI = 0.552–0.760, p = 0.007) and Asians (OR = 0.518, 95 % CI = 0.402–0.668, p < 0.001) when comparing CC vs TT genotypes, and when comparing TT vs CT genotypes (OR = 0.743, 95 % CI = 0.578–0.955, p = 0.021), but not significantly associated with knee OA in Caucasians when comparing TT vs CT genotypes (OR = 0.840, 95 % CI = 0.685–1.026, p = 0.088) (Table 2).
Table 1
Characteristics of the studies of GDF5 rs143383 polymorphism included in the meta-analysis
First author
Year
Ethnicity
Numbers
RA/controls (allele)
HWE (P)
OA
Controls
T
C
 
Southam et al.a
2007
Caucasian
349
822
450/1020
248/624
0.262
Southam et al.a
2007
Caucasian
274
1196
340/1441
208/951
0.550
Miyamoto et al.a
2007
Asian
718
861
1131/1276
305/446
0.966
Miyamoto et al.b
2007
Asian
313
485
491/681
135/289
0.283
Tsezou et al.
2007
Caucasian
251
268
316/323
186/213
0.669
Valdes et al.
2009
Caucasian
735
654
987/805
483/487
0.320
Cao et al.
2010
Asian
276
298
415/431
137/165
0.360
Tawonsawatruk et al.
2011
Asian
103
103
117/113
63/93
0.424
Mishra et al.
2013
Asian
300
300
378/328
222/272
0.188
Letters a and b denote an independent study in one article
HWE Hardy-Weinberg equilibrium
Table 2
Meta-analysis of the association between GDF5 rs143383 polymorphism and OA susceptibility
Comparison
Ethnic group
Studies
Sample size
Test of association
Test of heterogeneity
OA
Control
OR
95 % CI
p value
Model
Q test
p value
I 2 (%)
Allelic contrast
Overall
9
3319
4987
0.808
0.754
0.866
0.000
R
10.12
0.698
0
(T vs C allele)
Caucasian
4
1609
2940
0.872
0.794
0.957
0.004
 
1.43
0.518
0
 
Asian
5
1710
2047
0.738
0.665
0.818
0.000
 
3.25
0.257
21
Dominant model
Overall
9
3319
4987
0.777
0.708
0.852
0.000
F
17.1
0.029
53.2
(TC + CC vs TT)
Caucasian
4
1609
2940
0.853
0.749
0.972
0.017
 
5.99
0.112
49.9
 
Asian
5
1710
2047
0.706
0.619
0.806
0.000
 
7.16
0.128
44.1
Recessive model
Overall
9
3319
4987
0.723
0.623
0.839
0.000
R
6.66
0.574
0
(CC vs TC + TT)
Caucasian
4
1609
2940
0.797
0.659
0.965
0.02
 
1.60
0.659
0
 
Asian
5
1710
2047
0.621
0.489
0.789
0.000
 
2.57
0.633
0
Additive model
Overall
9
3319
4987
0.648
0.552
0.760
0.000
R
5.84
0.665
0
(CC vs TT)
Caucasian
4
1609
2940
0.754
0.613
0.927
0.007
 
0.15
0.986
0
 
Asian
5
1710
2047
0.518
0.402
0.668
0.000
 
0.69
0.953
0
Additive model
Overall
9
3319
4987
0.801
0.685
0.936
0.005
R
9.64
0.291
17
(CC vs TC)
Caucasian
4
1609
2940
0.84
0.688
1.026
0.088
 
4.49
0.213
33.2
 
Asian
5
1710
2047
0.743
0.578
0.955
0.021
 
4.63
0.328
13.6
R random model, F fixed model

Heterogeneity and publication bias

The between-study heterogeneity in terms of the ORs of the GDF5 +104T/C polymorphism were found in all subjects and thus, meta-analysis of the GDF5 +104T/C polymorphism was performed using a random effects model for all subjects, with the exception of the dominant model, which was analyzed using a fixed effects model (I 2 = 53.2 %) (Table 2).
A publication bias was identified in the present study (Fig. 2), due to the disproportionate number of articles reporting positive results. Evidence for this was found using recessive and additive models, as the p value of Egger’s regression was less than 0.1. In view of this, the “trim and fill” method was used in order to adjust for publication bias in the present study. Adjusted ORs obtained using the “trim and fill” method remained statistically significant (data not shown).

Sensitivity analyses

The HWE-violating studies were excluded in order to perform sensitivity analyses, and the stability of the results was then evaluated. Departure from HWE was observed in the control of one study (Valdes et al. [28]). After excluding this study, the corresponding ORs did not change substantially in all models, suggesting that the results of the present meta-analysis are stable (data not shown).

Discussion

The association between the +104C allele at the rs143383 polymorphism in the GDF5 gene and OA of the knee has been documented in genome-wide association studies (GWAS), with inconsistent results in different case-controls. Meta-analysis is known to be a suitable methodology for detecting small effects in genetic association studies, and the present study was designed in order to update and investigate the results associating the GDF5 +104T/C polymorphism with the susceptibility to OA of the knee in different ethnic populations. Seven studies relating to GDF5 +104T/C polymorphism were included in the present meta-analysis.
Significant association between the GDF5 +104T/C polymorphism and the susceptibility to OA of the knee has been demonstrated in the present study. These results indicate that the GDF5 rs143383 C allele was significantly related to OA of the knee in Caucasian and Asian subjects. GDF5 TC and CC genotypes were found to be significantly related to OA of the knee in Caucasian and Asian subjects. In addition, the GDF5 rs143383 TT genotype was found to be significantly related to OA of the knee in Caucasian and Asian subjects, although not significantly related to OA of the knee in Caucasians when evaluated using an additive model (CC vs TC).
The GDF5 gene is located on chromosome 20q11.2 and spans 21.43 kb, from 34042573 to 34021146, on the reverse strand. The protein encoded by GDF5 is a member of the bone morphogenetic protein (BMP) family. GDF5 gene variants are associated with brachydactyly, chondrodysplasia, and acromesomelic dysplasia, indicating that the GDF5 gene product plays a critical role in skeletal development [30]. Several animal studies have confirmed data supportive of a key role for GDF5 [3133]. In animals with GDF5 variants, multiple joint abnormalities have been reported, including tendon anomaly, soft tissue deformities, and decreases in the appendicular skeleton. Overall, these results demonstrate that variants of GDF5 may play a crucial role in the pathogenesis of OA.
Heterogeneity in different ethnic populations is a potential problem that is further complicated by allelic frequencies of different susceptibility genes [34]. In the present study, significant heterogeneity was identified among different ethnic groups. To evaluate this further, ethnicity was used to stratify the studies included in order to clarify the heterogeneity. The results indicated that part of the heterogeneity identified was attenuated. In addition, every study with the unique criteria defined the cases, which may have resulted in the observed heterogeneity. Some of the studies used in the evaluation used the ACR criteria and/or K/L classification to define the respective cases of OA, while other studies defined OA using the TKR criteria. These differences between the control groups and the key characteristics of the participants may also result in the observed heterogeneity in the magnitude of the genetic effects [35]. Recruiting a matched control group may contribute to the magnitude of heterogeneous genetic effects [35]. Additional factors may also be taken into consideration in order to identify heterogeneity in the event additional data were available.
Previous meta-analysis studies have reported an association between GDF5 +104T/C polymorphism and the susceptibility to OA of the knee in Asians and Caucasians. These studies also reported that the GDF5 rs143383 C allele serves as a protective factor for OA in Caucasians (OR = 0.87, p < 0.001) and Asians (OR = 0.78, p = 0.003) [14]. Rui et al. reported an association between CDF5 rs143383 polymorphism and knee OA, hip OA, and hand OA using random or fixed effects models [13], although the findings did not distinguish between case-control and cohort studies, further complicating the heterogeneity among different studies.
In the present meta-analysis, the incidence of the GFD5 C allele was found to vary among different ethnicities, from 19.8 % in Asian to 23.3 % in Caucasian populations. In terms of controls, the frequencies of the GDF5 C allele in the Asian and European populations were 28.1 and 45.7 %, respectively. Although a comprehensive meta-analysis was performed, some limitations should be acknowledged in the present study. Some studies were excluded in spite of establishing search criteria, as raw data is insufficient. In addition, between-study heterogeneity and publication bias may influence the results in the present meta-analysis.

Conclusions

In conclusion, the meta-analysis confirmed that the GDF5 +104T/C polymorphism can confer susceptibility to knee OA with a protective association in the subjects.

Acknowledgements

None.

Funding

None.

Availability of data and materials

As this paper is a meta-analysis, there are no patient data sets. The search strategy was for the study selection, which supports the conclusion of the meta-analysis.

Authors’ contributions

DJ, ZH, and DF conceived of the design of the study. WG, PX, CY, and JW performed and collected the data and contributed to the design of the study. DJ, SW, and ZH prepared and revised the manuscript. All authors read and approved the final content of the manuscript.

Competing interests

The authors declare that they have no competing interests.
Not applicable.
Not applicable; this meta-analysis does not involve research on humans.
Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://​creativecommons.​org/​licenses/​by/​4.​0/​), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://​creativecommons.​org/​publicdomain/​zero/​1.​0/​) applies to the data made available in this article, unless otherwise stated.
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Metadaten
Titel
Association between GDF5 +104T/C polymorphism and knee osteoarthritis in Caucasian and Asian populations: a meta-analysis based on case-control studies
verfasst von
Dong Jiang
Zengtao Hao
Dongsheng Fan
Wen Guo
Pengcheng Xu
Chao Yin
Shuzheng Wen
Jihong Wang
Publikationsdatum
01.12.2016
Verlag
BioMed Central
Erschienen in
Journal of Orthopaedic Surgery and Research / Ausgabe 1/2016
Elektronische ISSN: 1749-799X
DOI
https://doi.org/10.1186/s13018-016-0436-4

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