Abstract
The C677T polymorphism of the methylenetetrahydrofolate reductase (MTHFR) gene was implicated to be associated with hypertension due to its role in catalyzing the formation of 5-methylenetetrahydrofolate, a co-substrate for the conversion of homocysteine to methionine. Association studies were reported in different populations; however, a great number of subsequent studies have produced contrary results, possibly reflecting inadequate statistical power. With the cumulative data in recent years in both Caucasian and Asian populations, it was necessary to carry out a comprehensive analysis of previous findings. In this meta-analysis, we combined 26 English and Chinese studies in Caucasian and Asian populations published up to November 2006 to give a new picture of the role of the C677T polymorphism in the MTHFR gene. Evidence of significant association was detected between C677T polymorphism and hypertension in both populations. Additionally, the significant association between C677T polymorphism and hypertension/hypertension-in-pregnancy suggested that this polymorphism was one independent risk factor of hypertension.
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Introduction
The development of hypertension is believed to be largely under genetic control.1 A considerable number of genes and polymorphisms thereof have been assessed as candidate determinants of the risk for hypertension.2 Many case–control studies have addressed in particular the putative role of a C-to-T mutation at nucleotide 677 in the methylenetetrahydrofolate reductase (MTHFR) gene. MTHFR catalyzes the formation of 5-methylenetetrahydrofolate, a co-substrate for the conversion of homocysteine to methionine.3, 4, 5 The T allele has been associated in its homozygous form with elevated homocysteine through the creation of a thermolabile enzyme isoform with reduced activity,6 and a high plasma concentration of homocysteine may predispose to atherosclerosis by injuring the vascular endothelium, which results in hypertension.7 The genotype frequencies of the polymorphism are C/C, 0.583; C/T, 0.35; T/T, 0.067 in Europeans and C/C, 0.267; C/T, 0.444; T/T, 0.289 in Chinese (www.hapmap.org). A number of population studies provided ‘positive’ and ‘negative’ results in both hypertension and hypertension-in-pregnancy. However, the results of the genetic association studies on the role of the C677T MTHFR polymorphism in hypertension have generated considerable controversy.8, 9 Given the accumulation of data, we decided to perform a formal meta-analysis to reconcile the conflicting findings.
Methods
Literature search
The literature included in the analysis was selected using PubMed and CNKI (Chinese) with keywords ‘methylenetetrahydrofolate reductase’ or ‘MTHFR’ and ‘hypertension’. The search was complemented with a perusal of the bibliographies of retrieved papers and review articles. Eligible studies had to meet all of the following criteria: (1) they were published in a peer-reviewed journal, (2) they contained independent data, (3) they presented sufficient data to calculate the odds ratio (OR) with a confidence interval and a P-value, (4) they were association studies, (5) they described the relevant genotyping primers, machines and protocols or provided reference to them, (6) they diagnosed patients according to the criteria of SBP≥140 or DBP≥90 and (7) they used healthy individuals as controls. Authors were contacted in cases where there were queries regarding their studies.
Statistical analyses
Data from the case–control studies were used to construct a 2 × 2 table in which subjects were classified by diagnostic category and type of allele. Cochran’s χ2-based Q statistic test was performed in order to assess possible heterogeneity in the combined studies. Where heterogeneity existed, the random effects model, which yields wider confidence intervals (CIs), was adopted; otherwise both the fixed effects and random effects models were deemed appropriate. A test for funnel plot asymmetry, described by Egger et al,10 was used to assess evidence for publication bias. ORs were pooled using the DerSimonian and Laird11 method and 95% CIs were constructed using Woolf’s12 method. The significance of the overall OR was determined by the Z-test. The analysis was conducted on Comprehensive Meta Analysis software (Version1.0.23, BIOSTAT, Englewood, NJ, USA).
Results
The combined search yielded at least 167 references. After discarding overlapping references and those that clearly did not meet the criteria, 26 studies were identified13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39 for recruitment. Of these, 13 were case–control studies on the association of C667T polymorphism in the MTHFR gene and hypertension in pregnancy. All studies were published between 1998 and 2006. The descriptive characteristics of all the 26 studies included in our meta-analytic study were coded using the following variables: the first author (year of publication), the ancestry of the sample, the year of sample enrolment, the size of design and the diagnostic standard of each study (Table 1).
MTHFR C677T TT genotype and risk for hypertension
Global statistical results
Of the 25 case–control association studies (data not sufficient in one study37) of the C677T genotype TT of the MTHFR gene and hypertension, only five15, 19, 24, 25, 34showed a statistically significant difference in allele frequencies between hypertensive and control subjects (see Figure 1a). The pooled OR derived from 2814 hypertensive and 3099 control subjects in 25 recruited studies was statistically significant (see Table 2). Homogeneity analysis for the ORs from the 25 studies of the genotype TT suggested that there was statistically significant evidence for heterogeneity of the ORs among the groups of genotype TT studies (see Table 2). There was no significant evidence of publication bias detected in the total studies (Table 2 and Figure 2a).
Significance tests of ORs between the groups
Hypertension-in-pregnancy studies and hypertension studies ( z =3.065, P =0.002) No significant heterogeneity was observed after stratification of the group of ORs by sample constitution in 12 hypertension-in-pregnancy studies, but it remained in 13 hypertension studies. The pooled ORs for the studies of the genotype TT derived from hypertension samples showed statistical significance but were not present among hypertension-in-pregnancy studies (Table 2).
Studies in different populations ( z =3.065, P =0.002) No significant heterogeneity was observed after stratification of the group of ORs by sample constitution in seven studies in Caucasians, but it remained in 18 studies in Asians. The pooled ORs for the studies of the genotype TT derived from western studies showed statistical significance but were not present among studies in Asians (Table 2).
MTHFR C677T T carriers and risk for hypertension
Global statistical results
Of the 25 case–control association studies of the C677T allele T carriers of the MTHFR gene and hypertension, six9, 15, 16, 19, 24, 26 showed a statistically significant difference in allele frequencies between hypertensive and control subjects (data not sufficient in one study39) (see Figure 1b). The pooled OR derived from 2814 hypertensive and 3099 control subjects was statistically significant (see Table 2). Homogeneity analysis for the ORs from the 25 studies of the allele T carriers suggested that there was statistical significance evidence for heterogeneity of the ORs among the groups of allele T carriers’ studies (see Table 2). There was significant evidence of publication bias detected in the total studies (Table 2 and Figure 2b).
Significance tests of ORs between the groups
Hypertension-in-pregnancy studies and hypertension studies ( z =5.065, P <0.001) No significant heterogeneity was observed after stratification of the group of ORs by sample constitution in H studies, but it remained in HP studies. The pooled ORs for the studies of the allele T derived from both H and HP studies showed statistical significance (Table 2).
Asian studies and Caucasian studies ( z =5.065, P <0.001) No significant heterogeneity was observed after stratification of the group of ORs by sample constitution in seven western studies, but it remained in 18 Asian studies. The pooled ORs for the studies of the allele T derived from Caucasian and Asian studies showed statistical significance (Table 2).
Discussion
Meta-analysis is a powerful tool for analyzing cumulative data of studies where the individual sample sizes are small and the statistical power low. This meta-analysis has included data for the C677T MTHFR polymorphism from over 2800 subjects who were hypertensive, along with a similar number of normotensive controls. We found an association of this polymorphism with hypertension and hypertension-in-pregnancy, but there was large and statistically significant heterogeneity in the results of different studies. This necessitated a number of subgroup and bias analyses that yielded some interesting findings. Significant heterogeneity for ORs was detected in eastern studies after subgroup analysis, which suggested that the analytic results from eastern samples may not be reliable.
Time lag bias and publication bias may have affected these results. In time lag bias,40 studies with ‘negative’ results take longer time to be published, while enthusiastic results are published much more quickly. In publication bias,41, 42 small studies with ‘negative’ results are never published, while equally small studies with similar quality but ‘positive’ results would appear in the literature. We examined these possibilities and found that, indeed, ‘positive’ studies were reported more in T allele carriers’ studies (especially in eastern studies), which could explain the existence of bias. Other phenomena of bias were also observed in the subgroup analysis, which we ascribed to insufficiency for the studies after grouping.
Our study has advantages compared with the meta-analysis previously reported.43 We inspected not only hypertension but also hypertension-in-pregnancy and the accordant results suggested that the association between this polymorphism and vascular disease that increases the risk both for hypertension and hypertension in pregnancy may be seen only in the setting of hyperhomocysteinemia.44, 45, 46 Elevated levels of homocysteine may be correlated with hypertension and hypertension in pregnancy.47 Dietary parameters may be acting as effect modifiers in this genetic association and may cause heterogeneity in the observed genetic effects across studies.43
In all, our meta-analysis suggested significance association between MTHFR C677T polymorphism and hypertension. The heterogeneity of the ORs we have identified among the studies of eastern populations is a real problem. Further clarification using enlarged sample sizes and additional family-based TDT studies is essential. Our meta-analysis of the 26 available population-based case–control studies points to inadequate statistical power, differences in geographic or ethnic background and potential gene–environment interactions all contributing to difficulty in interpreting the results in previous studies.
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Acknowledgements
We are very grateful and thank Dr David Li of the Department of Bioinformation, Rockefeller University and Dr Shengzheng Guo of the Department of Biochemistry, Hongkong University for guidance in statistical methods; and we thank Mr Weisheng Xie and Ms Yexuan He of Shanghai Zhujian Bio-engineering Company, Ltd who were also helpful in data collection. We also thank the anonymous reviewers for their suggestive comments.
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Qian, X., Lu, Z., Tan, M. et al. A meta-analysis of association between C677T polymorphism in the methylenetetrahydrofolate reductase gene and hypertension. Eur J Hum Genet 15, 1239–1245 (2007). https://doi.org/10.1038/sj.ejhg.5201914
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DOI: https://doi.org/10.1038/sj.ejhg.5201914
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