Literature DB >> 34011063

Vitamin D receptor gene polymorphisms and risk of intervertebral disc degeneration: An updated meta-analysis based on 23 studies.

Jing Xue1, Yueming Song, Hao Liu, Limin Liu, Tao Li, Quan Gong.   

Abstract

BACKGROUND: Numerous studies have investigated the associations between Vitamin D receptor (VDR) gene polymorphisms and risk of intervertebral disc degeneration but the results remain controversial. This study aimed to drive a more precise estimation of association between VDR gene polymorphisms and risk of intervertebral disc degeneration.
METHODS: PubMed, EMBASE, Cochrane library, Web of Science and China Knowledge Resource Integrated Database for papers on VDR gene polymorphisms and risk of intervertebral disc degeneration were searched. The pooled odds ratios (ORs) with 95% confidence intervals (CIs) were used to assess the strength of association in the homozygote model, heterozygote model, dominant model, recessive model and an additive model.
RESULTS: Overall, 23 articles were included in the final meta-analysis. The subgroup analyses by ethnicity showed a significant association of VDR FokI mutation with disc degeneration risk in Caucasians (recessive model, OR with 95%CI 1.301, [1.041, 1.626]; additive model, OR with 95%CI 1.119, [1.006, 1.245]). The results of subgroup analyses by ethnicity showed a significant association of VDR TaqI mutation with disc degeneration risk in Asians but not in Caucasians. There was a significant association between VDR ApaI mutation and risk of disc degeneration and subgroup analyses by ethnicity showed a significant association in Caucasians and in Asians.
CONCLUSIONS: In summary, VDR FokI polymorphisms was associated with disc degeneration risk among Caucasians but not Asians, VDR TaqI polymorphisms was associated with disc degeneration risk among Asians but not Caucasians, while VDR ApaI polymorphism was associated with disc degeneration risk among Asians and Caucasians.
Copyright © 2021 the Author(s). Published by Wolters Kluwer Health, Inc.

Entities:  

Mesh:

Substances:

Year:  2021        PMID: 34011063      PMCID: PMC8136998          DOI: 10.1097/MD.0000000000025922

Source DB:  PubMed          Journal:  Medicine (Baltimore)        ISSN: 0025-7974            Impact factor:   1.817


Introduction

Low-back pain is a common musculoskeletal problem leading to work disability and heavy healthcare costs at present.[ It was reported that 50–80% of adults may suffer from at least one episode of back pain during their lifetime.[ As a major cause of back pain, the mechanism of disc degeneration has not been fully understood and has been commonly accepted as a “multi-factorial” result, where lifestyle, individual genetic background and environmental risk factors are involved.[ However, the exact etiology of disc degeneration remains unknown and recent studies supported that genetic factors may play a crucial role in the occurrence and development of disc degeneration.[ Vitamin D receptor (VDR) gene is one of the most studied candidate genes associated with disc degeneration, which is located on chromosome 12q12–q14 with eight protein-coding and six untranslated exons.[ Allelic variants of the gene encoding VDR, include TaqI (rs731236), FokI (rs2228570) and ApaI (rs7975232) have been reported to be associated with disc degeneration but still remains controversial. As the previous studies have generally been small-sized, several meta-analysis have been performed to explore the association between VDR gene polymorphisms and disc degeneration risk. Xu et al.[ performed a meta-analysis and reported that the VDR (TaqI, FokI, ApaI) gene polymorphisms were not significantly associated with the risk of disc degeneration. Zhao et al.[ performed a meta-analysis and found that FokI polymorphism is not generally associated with disc degeneration, but there is increased risk for disc degeneration in Hispanics and Asians carrying FokI allele T. Several meta-analyses were performed subsequently but the conclusions still remains controversial.[ After that a series of novel studies have been performed, so an updated meta-analysis based on 23 studies was performed to clarify the effect of VDR gene polymorphisms (TaqI, FokI and ApaI) on the risk of disc degeneration.

Materials and methods

Search strategy

For Systematic Reviews and Meta-Analyses, the study does not require approval by the ethics committee. This meta-analysis was performed according to the standard MOOSE guideline.[ PubMed, EMBASE, Cochrane library, Web of science and China Knowledge Resource Integrated Database (until April 1, 2020) were searched using search terms as “(“Vitamin D receptor” OR VDR OR TaqI OR FokI OR ApaI OR rs731236 OR rs2228570 OR rs7975232) AND (polymorphism OR variants OR mutation) AND (“disc degeneration” OR “low back pain”).” Studies published in English or in Chinese language were selected. Case–control studies containing available genotype frequencies of TaqI, FokI and ApaI were chosen. Related reference articles were also searched to identify other relevant publications. The study with largest sample size was selected if more than one article were published using the same case series. Unpublished data were not included.

Inclusion and exclusion criteria

Eligible studies were selected following inclusion criteria: VDR gene (TaqI, FokI and ApaI) polymorphisms and disc degeneration; human case-control design; studies that reported the frequency of TaqI, FokI and ApaI polymorphisms; and published in English or Chinese. The criteria for the exclusion of studies are as follows: not a primary case-control study; no usable or sufficient genotype data reported; studies whose allele frequency in the control population deviated from the Hardy–Weinberg Equilibrium (HWE) at a p value equal or less than 0.01; case reports, letter to Editor, book chapters or reviews. The study inclusion and exclusion procedures are summarized in Fig. 1.
Figure 1

Study identification flowchart.

Study identification flowchart.

Data extraction

Two investigators independently extracted the data from all included studies according to the inclusion and exclusion criteria listed above. Discrepancies were solved through discussion with another investigator. The following information was extracted: the first author's name, year of publication, the country in which the study was conducted, the source of control group evidence of HWE in controls, the sample size, allele/genotype frequencies.

Statistical analysis

STATA software Version 15.0 (Stata Corp LP) was used for all statistical analyses and P values less than 0.05 were considered statistically significant. Odds ratios (ORs) with 95% confidence intervals (CIs) were used to assess the strength of association between VDR gene polymorphisms and disc degeneration risk. The HWE tests were performed on control groups using a Pearson's goodness-of-fit chi-square. The pooled OR was calculated by a fixed-effect model or a random-effect model according to the heterogeneity. The pooled ORs were calculated for the homozygote model, heterozygote model, dominant model, recessive model, and an additive model. Cochran Q-statistic and the I2 metric were conducted to assess heterogeneity between studies, P < .10 and I2 > 50% were considered statistically significant.[ Sensitivity analyses were also performed after sequential removal of each study. Lastly, Begg's funnel plot and Egger test were used to examine statistically any publication bias.

Results

Characteristics of the included studies

According to the inclusion and exclusion standard, a total of 23 studies[ published from 2003 to 2019 were included in this meta-analysis: 16 studies with 2109 cases and 2454 controls for VDR FokI mutation and risk of disc degeneration; 13 studies with 1918 cases and 2019 controls for VDR TaqI mutation and risk of disc degeneration; 7 studies with 1152 cases and 1251 controls for ApaI mutation and risk of disc degeneration. The genotype distributions in the controls for all studies were consistent with the Hardy-Weinberg equilibrium. The characteristics of all included studies are summarized in Table 1.
Table 1

The characteristics of all included studies.

CaseControl
StudyYearRegionEthnicityTotal111222Total111222HWE
FokI
 Yang et al.2019ChinaAsian4541222071254851262251340.113
 Ozdogan S, et al.2019TurkeyCaucasian453113149622210.949
 Mashayekhi et al.2018IranCaucasian180648630230106104200.436
 Withanage et al.2018Sri LankaCaucasian513416168382640.872
 Vieira et al.2018BrazilCaucasian1195349171126141100.419
 Li et al.2018ChinaAsian1204453231203166230.250
 Sansoni et al.2016ItalyCaucasian1105344131104451150.971
 Colombini et al.2015ItalyCaucasian26711712030254101117360.821
 Vieira et al.2014BrazilCaucasian1215450171317546100.434
 Cervin et al.2014MexicoCaucasian1002065151003251170.664
 Kelempisioti et al.2011FinlandCaucasian150815712246111119160.032
 Eser et al.2010TurkeyCaucasian1508152171506767160.902
 Eskola et al.2010DenmarkCaucasian662927101544590190.012
 Nunes FTB et al.2007BrazilCaucasian66954388612700.089
 Chen et al.2007ChinaAsian811851121013648170.883
 Noponen-Hietala et al.2003FinlandCaucasian291112656252650.630
TaqI
 Chen et al.2012ChinaAsian817920101861410.617
 Cheung et al.2006ChinaAsian388354331191183800.768
 Oishi et al.2003JapanAsian3931802116500.536
 Xu et al.2014ChinaAsian787530156153300.903
 Yuan et al.2010ChinaAsian1781562202842562800.382
 Kawaguchi et al.2002JapanAsian1167937089721700.319
 Eskola et al.2010DenmarkCaucasian66292891545774230.898
 Eser et al.2010TurkeyCaucasian1506567181506767160.902
 Noponen-Hietala et al.2003FinlandCaucasian2912116562619110.044
 Cervin et al.2014MexicoCaucasian10069274100623530.461
 Yang et al.2019ChinaAsian45432227195485632461760.110
 Vieira et al.2018BrazilCaucasian1195042271125246140.448
 Li et al.2018ChinaAsian120114601201091100.599
ApaI
 Chen et al.2012ChinaAsian81442891014346120.955
 Kawaguchi et al.2002JapanAsian11651481789413990.951
 Yuan et al.2010ChinaAsian1785810020284128129270.500
 Zawilla et al.2014EgyptCaucasian8417481960342240.863
 Yang et al.2019ChinaAsian45434203217485501912440.170
 Vieira et al.2018BrazilCaucasian1193764181123959140.249
 Li et al.2018ChinaAsian1201347601201648560.273
The characteristics of all included studies.

Results of the overall meta-analysis

A summary of the meta-analysis results for the association between VDR gene polymorphisms and risk of disc degeneration is shown in Table 2. No significant association was found between VDR FokI polymorphism and risk of disc degeneration (Fig. 2). However, the results of subgroup analyses by ethnicity showed a significant association of VDR FokI mutation with disc degeneration risk in Caucasians (Recessive model, OR with 95%CI 1.301, [1.041, 1.626], Additive model, OR with 95%CI 1.119, [1.006, 1.245]). There was a significant association between VDR TaqI mutation and risk of disc degeneration (Homozygote model, OR with 95%CI 1.167, [1.050, 1.290]; Recessive model, OR with 95%CI 1.194, [1.034, 1.378]; Additive model, OR with 95%CI, 1.085, [1.020, 1.154] Fig. 3). However, the results of subgroup analyses by ethnicity showed a significant association of VDR TaqI mutation with disc degeneration risk in Asians but not in Caucasians. There was a significant association between VDR ApaI mutation and risk of disc degeneration and subgroup analyses by ethnicity showed a significant association in Caucasians and in Asians (Fig. 4). The results of subgroup analyses by ethnicity are shown in Table 3.
Table 2

Summary of the meta-analysis results for the association between VDR gene polymorphisms and risk of disc degeneration.

ModelsOR, 95% CIHeterogeneityZ and P
FokI
 Homozygote model1.126, [0.932,1.360]Heterogeneity chi-squared = 27.92 (d.f. = 15) p = 0.022, I-squared = 46.3%z = 1.23, P = .218
 Heterozygote model1.100, [0.811, 1.491]Heterogeneity chi-squared = 70.85 (d.f. = 15) p = 0.000, I-squared = 78.8%z = .61, P = .540
 Dominant model1.159, [0.862, 1.559]Heterogeneity chi-squared = 75.31 (d.f. = 15) p = 0.000 I-squared = 80.1%z = .98, P = .328
 Recessive model1.148, [0.972, 1.355]Heterogeneity chi-squared = 21.26 (d.f. = 15) p = 0.129 I-squared = 29.4%z = 1.62, P = .104
 Additive model1.070, [0.981, 1.168]Heterogeneity chi-squared = 64.31 (d.f. = 15) p = 0.000 I-squared = 76.7%z = 1.52, P = .128
TaqI
 Homozygote model1.167, [1.050, 1.296]Heterogeneity chi-squared = 3.50 (d.f. = 12) p = 0.991 I-squared = 0.0%z = 2.88, P = .004
 Heterozygote model1.051, [0.970, 1.137]Heterogeneity chi-squared = 20.50 (d.f. = 12) p = 0.058 I-squared = 41.5%z = 1.22, P = .224
 Dominant model1.051, [0.994, 1.112]Heterogeneity chi-squared = 19.89 (d.f. = 12) p = 0.069 I-squared = 39.7%z = 1.74, P = .082
 Recessive model1.194, [1.034, 1.378]Heterogeneity chi-squared = 3.60 (d.f. = 12) p = 0.990 I-squared = 0.0%z = 2.42, P = .015
 Additive model1.085, [1.020, 1.154]Heterogeneity chi-squared = 19.88 (d.f. = 12) p = 0.069 I-squared = 39.6%z = 2.59, P = .009
ApaI
 Homozygote model1.122, [1.038, 1.213]Heterogeneity chi-squared = 16.13 (d.f. = 6) p = 0.013 I-squared = 62.8%z = 2.91, P = .004
 Heterozygote model1.113, [1.038, 1.192]Heterogeneity chi-squared = 16.79 (d.f. = 6) p = 0.010 I-squared = 64.3%z = 3.02, P = .003
 Dominant model1.076, [1.030, 1.124]Heterogeneity chi-squared = 24.11 (d.f. = 6) p = 0.000 I-squared = 75.1%z = 3.28, P = .001
 Recessive model1.040, [0.930, 1.163]Heterogeneity chi-squared = 8.21 (d.f. = 6) p = 0.223 I-squared = 26.9%z = 0.68, P = .494
 Additive model1.065, [1.012, 1.121]Heterogeneity chi-squared = 23.28 (d.f. = 6) p = 0.001 I-squared = 74.2%z = 2.44, P = .015
Figure 2

Forest plot of the association between vitamin D receptor (VDR) FokI polymorphism and disc degeneration risk (Homozygote model).

Figure 3

Forest plot of the association between vitamin D receptor (VDR) TaqI polymorphism and disc degeneration risk (Additive model).

Figure 4

Forest plot of the association between vitamin D receptor (VDR) ApaI polymorphism and disc degeneration risk (Homozygote model).

Table 3

The results of subgroup analyses by ethnicity.

EthnicityHomozygote modelHeterozygote modelDominant modelRecessive modelAdditive model
FokI
 Asian0.952, [0.706, 1.283]0.961, [0.744, 1.241]0.960, [0.756, 1.220]0.982, [0.766, 1.259]0.978, [0.841, 1.138]
 Caucasian1.259, [0.987, 1.606]1.023, [0.877, 1.194]1.070, [0.924, 1.238]1.301, [1.041, 1.626]1.119, [1.006, 1.245]
 Overall1.126, [0.932, 1.360]1.006, [0.882, 1.149]1.039, [0.917, 1.177]1.148, [0.972, 1.355]1.070, [0.981, 1.168]
TaqI
 Asian1.159, [1.053, 1.276]1.123, [1.023, 1.232]1.087, [1.024, 1.155]1.175, [1.004, 1.375]1.111, [1.037, 1.191]
 Caucasian1.190, [0.872, 1.625]0.941, [0.814, 1.087]0.983, [0.874, 1.106]1.255, [0.902, 1.746]1.030, [0.908, 1.169]
 Overall1.167, [1.050, 1.290]1.051, [0.970, 1.137]1.051, [0.994, 1.112]1.194, [1.034, 1.378]1.085, [1.020, 1.154]
ApaI
 Asian1.070, [0.993, 1.154]1.078, [1.001, 1.161]1.047, [1.002, 1.094]1.000, [0.892, 1.120]1.032, [0.980, 1.088]
 Caucasian2.048, [1.260, 3.331]1.287, [1.067, 1.551]1.282, [1.095, 1.502]1.744, [1.018, 2.986]1.353, [1.124, 1.629]
 Overall1.122, [1.038, 1.213]1.113, [1.038, 1.192]1.076, [1.030, 1.124]1.040, [0.930, 1.163]1.065, [1.012, 1.121]
Summary of the meta-analysis results for the association between VDR gene polymorphisms and risk of disc degeneration. Forest plot of the association between vitamin D receptor (VDR) FokI polymorphism and disc degeneration risk (Homozygote model). Forest plot of the association between vitamin D receptor (VDR) TaqI polymorphism and disc degeneration risk (Additive model). Forest plot of the association between vitamin D receptor (VDR) ApaI polymorphism and disc degeneration risk (Homozygote model). The results of subgroup analyses by ethnicity.

Test for heterogeneity

There was a significant heterogeneity between VDR FokI polymorphism and risk of disc degeneration except in Recessive model: Heterogeneity chi-squared = 21.26 (d.f. = 15) P = .129, I-squared = 29.4%. No significant heterogeneity between VDR TaqI polymorphism and risk of disc degeneration was found in all models. There was a significant heterogeneity between VDR FokI polymorphism and risk of disc degeneration except in Recessive model: Heterogeneity chi-squared = 8.21 (d.f. = 6) P = .223, I-squared = 26.9%. We assessed the source of heterogeneity by region, publication year, ethnicity, and sample size. However, we did not observe any sources that contributed to the substantial heterogeneity.

Sensitivity analysis

We conducted sensitivity analyses to ascertain the primary origin of the heterogeneity. Through sensitivity analysis, the present study showed that no individual studies were found to significantly influence the pooled effects in each genetic model.

Publication bias

Funnel plot was generated to assess publication bias (Fig. 5). Begg test and Egger's test were performed to evaluate funnel plot symmetry statistically. The results showed no publication bias: Begg test P = .079 and Egger test P = .201 for VDR FokI; Begg test P = .855 and Egger test P = .739 for VDR TaqI; Begg test P = .230 and Egger test P = .207 for VDR ApaI.
Figure 5

Begg funnel plot for assessing potential influence of publication bias on the observed association between the vitamin D receptor (VDR) polymorphisms and disc degeneration risk (Additive model, A, FokI; B TaqI; C, ApaI).

Begg funnel plot for assessing potential influence of publication bias on the observed association between the vitamin D receptor (VDR) polymorphisms and disc degeneration risk (Additive model, A, FokI; B TaqI; C, ApaI).

Discussion

The disc degeneration has been proved to be a multifactorial result, influenced by environmental and genetic determinants. A number of environmental factors such as age, obesity, excessive mechanical loading, injury, vibration, and smoking status, were reported to have an impact on disc degeneration.[ However, more and more evidence showed that genetic factors may play a critical role in occurrence of disc degeneration.[ Among these genetic factors, the allelic variants of the gene encoding VDR, include TaqI (rs731236), FokI (rs2228570) and ApaI (rs7975232) have been reported to be associated with disc degeneration risk. Videman et al. performed a population-based Finnish Twin cohort study and firstly reported that specific VDR alleles were associated with intervertebral disc degeneration.[ After that a series of studies with limited sample sizes have explored the association between VDR gene polymorphisms and disc degeneration risk, but the results still remain controversial. Several studies[ have proved the association between VDR gene polymorphisms and disc degeneration risk but other studies[ failed to find such associations. Several meta- analyses have been performed but results still remain extremely controversial. Xu et al[ conducted a meta-analysis based on a total of 9 studies for TaqI, 5 studies for FokI, and 3 studies for ApaI and they reported that VDR (TaqI, FokI, ApaI) gene polymorphisms were not significantly associated with the risk of disc degeneration. Jiang et al[ erformed a meta-analysis based on 14 studies and concluded that TaqI, FokI, and ApaI polymorphisms of VDR gene were not significantly associated with disc degeneration susceptibility. Nong et al[ performed a meta-analysis based on all papers published until December 2014 and found no obvious association between VDR FokI and ApaI polymorphisms and disc degeneration susceptibility. A recent review analyzed seven meta-analyses and concluded that there is no evidence of an association between FokI polymorphism and IDD in the general population.[ However, such a conclusion is not supported other meta-analyses: a meta-analysis performed by Chen et al[ demonstrated that the VDR FokI polymorphism may be associated with disc degeneration susceptibility among Caucasians; Pabalan et al[ performed a meta-analysis and found that VDR ApaI polymorphism may be a protective role in disc degeneration but the VDR FokI polymorphism may be ethnic and gender specific. Considering a large number of novel case-control studies have been published and the limitations of previous studies, we conducted this meta-analysis in a comprehensive way to drive a more precise estimation of association between VDR TaqI, FokI, and ApaI polymorphisms and disc degeneration risk. Finally a total of 23 studies published from 2003 to 2019 were included in this meta-analysis, to the best of our knowledge this is the most comprehensive meta-analysis at present. Based on the available evidence at present this meta-analysis found VDR FokI polymorphisms was associated with disc degeneration risk among Caucasians but not Asians, VDR TaqI polymorphisms was associated with disc degeneration risk among Asians but not Caucasians, there was also an obvious association between VDR ApaI polymorphism and disc degeneration risk among Asians and Caucasians. Significant heterogeneity was detected in our study for FokI and ApaI analysis and we assessed the source of heterogeneity by region, publication year, and sample size. However, we did not observe any sources that contributed to the substantial heterogeneity. The sensitivity analyses and publication bias results confirmed the reliability of these conclusions. Several potential limitations of this meta-analysis should be discussed: selection bias may have occurred because only studies in English or Chinese were selected; there was a significant heterogeneity; the specific mechanism underlying the relationship between VDR gene polymorphism and disc degeneration risk is still not entirely clear. Despite the limitations listed above, this study has some clear advantages: this is most comprehensive meta-analysis based on 23studies at present; sub-group analysis stratified by ethnicity was performed; sensitivity analysis was performed; no publication bias was detected; the well-designed search and selection method significantly increased the statistical power of this meta-analysis.

Conclusion

In summary, based on the most updated information, we drew a more reliable conclusion on the influence of VDR gene polymorphisms on disc degeneration. The results of our meta-analysis indicate that VDR FokI polymorphisms was associated with disc degeneration risk among Caucasians but not Asians, VDR TaqI polymorphisms was associated with disc degeneration risk among Asians but not Caucasians, while VDR ApaI polymorphism was associated with disc degeneration risk among Asians and Caucasians. (SDC: individual data: .).

Acknowledgments

We are grateful to all authors.

Author contributions

Conceptualization: jing xue. Data curation: jing xue. Formal analysis: Quan Gong. Methodology: yueming song. Project administration: Limin Liu. Software: Hao Liu. Writing – original draft: jing xue. Writing – review & editing: yueming song, Tao Li.
  35 in total

Review 1.  Epidemiological features of chronic low-back pain.

Authors:  G B Andersson
Journal:  Lancet       Date:  1999-08-14       Impact factor: 79.321

2.  The association of lumbar disc disease with vitamin-D receptor gene polymorphism.

Authors:  Yoshiharu Kawaguchi; Masahiko Kanamori; Hirokazu Ishihara; Kazuo Ohmori; Hisao Matsui; Tomoatsu Kimura
Journal:  J Bone Joint Surg Am       Date:  2002-11       Impact factor: 5.284

3.  Genetic risk factors of disc degeneration among 12-14-year-old Danish children: a population study.

Authors:  Pasi J Eskola; Per Kjaer; Iita M Daavittila; Svetlana Solovieva; Annaleena Okuloff; Joan S Sorensen; Niels Wedderkopp; Leena Ala-Kokko; Minna Männikkö; Jaro I Karppinen
Journal:  Int J Mol Epidemiol Genet       Date:  2010-03-29

4.  Genetic and environmental effects on disc degeneration by phenotype and spinal level: a multivariate twin study.

Authors:  Michele C Battié; Tapio Videman; Esko Levälahti; Kevin Gill; Jaakko Kaprio
Journal:  Spine (Phila Pa 1976)       Date:  2008-12-01       Impact factor: 3.468

5.  Interplay between low plasma RANKL and VDR-FokI polymorphism in lumbar disc herniation independently from age, body mass, and environmental factors: a case-control study in the Italian population.

Authors:  Veronica Sansoni; Silvia Perego; Alessandra Colombini; Giuseppe Banfi; Marco Brayda-Bruno; Giovanni Lombardi
Journal:  Eur Spine J       Date:  2015-08-11       Impact factor: 3.134

Review 6.  Association between vitamin D receptor gene polymorphisms and intervertebral disc degeneration: A meta-analysis.

Authors:  Lin Chen; Song Zhao; Feng Niu; Gui-Bin Bi
Journal:  J Orthop Sci       Date:  2016-12-08       Impact factor: 1.601

7.  Genetic polymorphisms of interleukin-1 alpha and the vitamin d receptor in mexican mestizo patients with intervertebral disc degeneration.

Authors:  Salvador Cervin Serrano; Dalia González Villareal; Maribel Aguilar-Medina; Jose Guillermo Romero-Navarro; Jose Geovanni Romero Quintana; Eliakym Arámbula Meraz; Ignacio Osuna Ramírez; Veronica Picos-Cárdenas; Julio Granados; Iris Estrada-García; Guzman Sánchez-Schmitz; Rosalío Ramos-Payán
Journal:  Int J Genomics       Date:  2014-11-20       Impact factor: 2.326

8.  Quantifying the impact of between-study heterogeneity in multivariate meta-analyses.

Authors:  Dan Jackson; Ian R White; Richard D Riley
Journal:  Stat Med       Date:  2012-07-04       Impact factor: 2.373

9.  Association Between VDR FokI Polymorphism and Intervertebral Disk Degeneration.

Authors:  Jian Zhao; Mingyuan Yang; Jie Shao; Yushu Bai; Ming Li
Journal:  Genomics Proteomics Bioinformatics       Date:  2016-01-06       Impact factor: 7.691

10.  Serum 25-hydroxyvitamin D, serum calcium and vitamin D receptor (VDR) polymorphisms in a selected population with lumbar disc herniation-A case control study.

Authors:  Niroshima Dedunu Withanage; Sunil Perera; Hemantha Peiris; Lohini Vijayendran Athiththan
Journal:  PLoS One       Date:  2018-10-24       Impact factor: 3.240

View more
  1 in total

Review 1.  Targeting Autophagy for Developing New Therapeutic Strategy in Intervertebral Disc Degeneration.

Authors:  Md Entaz Bahar; Jin Seok Hwang; Mahmoud Ahmed; Trang Huyen Lai; Trang Minh Pham; Omar Elashkar; Kazi-Marjahan Akter; Dong-Hee Kim; Jinsung Yang; Deok Ryong Kim
Journal:  Antioxidants (Basel)       Date:  2022-08-14
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.