Thrombosis |
From the Institute for Prevention of Cardiovascular Disease, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston (D.L.F., I.L., M.T.J.); Royal North Shore Hospital, Sydney, Australia (G.H.T.); the National Heart, Lung, and Blood Institute Framingham Heart Study, Framingham (M.G.L., C.J.OD., P.A.S., D.L.); the Cardiovascular Division, Brigham & Womens Hospital, Harvard Medical School, Boston (C.S., K.L.); Massachusetts General Hospital, Harvard Medical School, Boston (J.E.M.); and the Department of Mathematics (R.B.DA.), Boston University, Boston, Mass.
Correspondence to Klaus Lindpaintner, MD, Cardiovascular Division, Brigham and Womens Hospital, Harvard Medical School, 75 Francis StThorn 1203, Boston, MA 02115-6195. E-mail KL{at}Calvin.BWH.Harvard.edu
| Abstract |
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Key Words: factor VII genetics polymorphisms cardiovascular disease risk factors
| Introduction |
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Recently, an association has been observed between factor VII levels and the arginine/glutamine (Arg/Gln) polymorphism of the factor VII gene, with individuals who carry a Gln allele displaying lower factor VII levels than those who are Arg-homozygous.11 Humphries and colleagues12 13 subsequently reported an interaction between genotype and plasma triglyceride levels on factor VII levels such that the correlation between factor VII levels and triglyceride concentration was more pronounced in subjects who were Arg-homozygous than among those with a Gln allele. In addition, Meilahn et al14 reported that women with the Gln allele did not exhibit the elevation in factor VII level with menopause or use of hormone replacement therapy that was observed in the Arg-homozygous women, suggesting that the genotype may modify hormone-induced changes in factor VII levels.
Although the Arg/Gln polymorphism has consistently modified factor VII levels,11 12 13 14 15 16 17 18 19 gene-environment interactions have not always been seen.20 21 22 It also remains uncertain whether this polymorphism influences the risk for cardiovascular disease (CVD). Although Iacoviello et al23 found that this polymorphism was associated with myocardial infarction, others have failed to find such an association.19 21
Because the identification of genetic predictors of CVD has implications for risk stratification and disease prevention, we evaluated subjects from the Framingham Heart Study to determine (1) the extent to which the Arg/Gln polymorphism influences factor VII levels; (2) the presence of any interaction between this polymorphism and environmental factors on factor VII antigen levels; and (3) the association between the polymorphism and prevalent CVD.
| Methods |
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The prevalence of CVD was evaluated at the time of the DNA blood draw during the 19th, 20th, or 21st examination cycle for the original cohort and during the fourth or fifth cycle for the offspring study. Prevalent CVD was defined as the presence of a diagnosis of coronary heart disease (stable angina, unstable angina, and myocardial infarction), cerebrovascular disease (stroke and transient ischemic attack), intermittent claudication, or congestive heart failure. At the time of blood draw for DNA analysis, 516 of 3204 subjects had prevalent CVD. For a secondary analysis of CVD, we defined the 278 individuals with a history of unstable angina, myocardial infarction, or ischemic stroke as a thrombotic CVD group while the remaining 238 individuals were considered a nonthrombotic CVD group.
For the factor VII antigen levels analysis, study subjects were members of the Framingham Offspring Study, with blood samples obtained during the fifth examination cycle. Of 3204 who were genotyped, 1980 were Offspring Study members. We excluded 164, including 28 owing to anticoagulant use and 136 without factor VII antigen levels measured. A total of 1816 subjects met the inclusion criteria.
Genotyping
To detect the substitution of guanine to adenine in codon 353 in
the eighth exon of the factor VII gene, which is responsible for the
Arg/Gln polymorphism, we used a polymerase chain reaction
(PCR)based restriction fragment length polymorphism
analysis. Genomic DNA was isolated from whole blood. Genomic
DNA, 10 to 20 ng (5 µL), was incubated at 96°C for 3 minutes,
followed by addition of 10 µL of reagents to yield final
reagent concentrations of 333 nmol/L for sense and antisense primers;
167 µmol/L each of dATP, dTTP, dCTP, and dGTP; 2.5 mmol/L
MgCl2, 50 mmol/L KCl; 10 mmol/L
Tris-HCl (pH 8.4 at 25°C); 0.1% Triton X-100; 0.02 mmol/L
cresol red; 83 mmol/L sucrose; and 0.15 U of Taq
polymerase. The sequences of the sense primer and antisense primer were
5'-cacggagtacatgttctgtgccggctactc-3' and
5'-gcatgagcttttgcagc-cactcgatgtac-3', respectively. DNA was
amplified by 39 cycles of denaturing at 96°C for 20 seconds,
annealing at 56°C for 40 seconds, and extension at 72°C for 30
seconds. Restriction buffer (10 µL) was added to give final
concentrations of 10 mmol/L Tris-HCl, 5.5 mmol/L
MgCl2, 12.5 mmol/L NaCl, 30 mmol/L KCl,
0.4 mmol/L DTT, and 0.1% Triton X-100. The 206-bp
amplification product was incubated at 37°C overnight with 10 U
of the restriction endonuclease MspI, which cleaves the Gln
allele into fragments of 22 and 184 bp, whereas the Arg allele
yields 3 restriction products of 22, 67, and 117 bp. The
MspI-digested amplification product (8 µL) was loaded
onto 2% agarose gel slabs containing 40 mmol/L Tris acetate and
2 mmol/L EDTA. Samples were size-fractionated at 6 V/cm for 30
minutes. Bands were visualized after being stained with ethidium
bromide by 300-nm UV transillumination. PCR results were scored without
knowledge of the factor VII antigen level results. When there was any
ambiguity, genotyping was repeated. Ninety-seven percent of subjects
were successfully genotyped.
Factor VII Antigen Levels
Blood samples were obtained in the morning to avoid circadian
changes. Blood was drawn into tubes containing 3.8% sodium citrate
(9:1, vol/vol). Plasma was separated by
centrifugation for 20 minutes at 2000g and
stored at -80°C for later analysis. Factor VII antigen
levels were determined by ELISA (Diagnostica Stago). Values
were expressed as percentage of the standard, which is 100% by
definition. The coefficient of variation of the assay was 3.0% in our
laboratory.
Statistical Analysis
Clinical and demographic characteristics were compared among
groups of subjects. Differences in means were tested by ANOVA or ANCOVA
and differences in proportions by the
2 test.
The
2 test was also used to assess the
genotype frequencies for Hardy-Weinberg equilibrium. For
analysis of factor VII levels, multiple regression models were
used to determine incremental contributions to explained variance
(R2) and to adjust for age, sex, body
mass index (BMI), triglyceride, total and HDL
cholesterol, systolic blood pressure, alcohol
consumption, smoking status, diabetes, CVD status, menopausal status,
and use of estrogen replacement therapy.26 27
Separate models were evaluated for recessive, dominant, and additive
genetic effects. Generalized estimating equation algorithms were used
to correct for intrafamily correlation in analyses of factor
VII antigen levels and CVD prevalence.28 Gene-environment
interactions were evaluated. P<0.05 was regarded as
statistically significant.
| Results |
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Prevalent CVD Analysis
Compared with the non-CVD group, subjects with either thrombotic
or nonthrombotic CVD (see Table 2
) were
older and had a higher prevalence of hypertension and diabetes mellitus
as well as higher triglyceride levels and lower HDL
cholesterol levels (all P<0.0001). They also
consumed significantly less alcohol than did the non-CVD group
(P<0.0001). Compared with the non-CVD group, those with
thrombotic CVD were more likely to be male, and those with
nonthrombotic CVD had higher total cholesterol (both
P<0.0001). Among the women, those with thrombotic and
nonthrombotic CVD were more likely to be postmenopausal than those
without CVD (P<0.0001). There were no significant
differences among groups regarding current smoking status, BMI, or
estrogen replacement therapy.
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Arg/Gln Polymorphism and Factor VII Levels
Factor VII levels differed significantly among genotypes,
with the Gln allele being associated with lower factor VII antigen
levels. Mean factor VII antigen levels were 100.5±0.4% for Arg/Arg
(n=1339), 92.2±0.7% for Arg/Gln (n=441), and 82.7±2.5% for Gln/Gln
(n=36) (P<0.0001). These differences remained significant
after adjustment for potential confounders (P<0.0001).
Tests for mode of inheritance indicated that the additive model was the
best fit, whereas dominant or recessive models fit less well.
Accounting for residual sibling-sibling correlation (r=0.11)
produced virtually identical estimates and tests of genotype
coefficients as did the initial analyses.
Components of Variance in Factor VII Levels
The Arg/Gln polymorphism explained 7.7% of the total
variance of factor VII (P<0.0001) and was the single, most
important determinant of factor VII levels in the population.
Environmental factors accounted for an additional 11.5%. These
included triglycerides, 5.1% (P<0.0001); sex,
2.4% (P<0.0001); BMI, 1.3% (P<0.0001); total
cholesterol, 1.1% (P<0.0001); estrogen
replacement therapy, 0.7% (P=0.0001); alcohol consumption,
0.3% (P=0.01); HDL cholesterol, 0.3%
(P=0.01); and systolic blood pressure, 0.3%
(P=0.01). Women had higher factor VII levels than did men.
All variables listed above were positively related to factor VII
levels, except alcohol consumption, which showed a negative association
with factor VII levels. In the multivariable analysis,
several variables were not significantly associated with factor VII
levels (P>0.15), including age, diabetes, CVD status,
hypertension treatment, diastolic blood pressure, smoking
status, and menopausal status.
Gene-Environment Interaction on Factor VII Antigen Levels
Cholesterol level was positively associated with
factor VII levels in all genotypes (see Figures 1
and 2
).
The Pearson correlation coefficients were 0.17 (P<0.0001)
in the Arg/Arg genotype, 0.21 (P<0.0001) in the
Arg/Gln genotype, and 0.47 (P=0.004) in the Gln/Gln
genotype. Similar partial correlation coefficients were
obtained after adjustment for other variables in the multiple
regression model. The slopes of factor VII levels versus total
cholesterol (expressed as the percent difference in factor
VII antigen per 1-mg/dL difference of cholesterol) differed
among genotypes: 0.031±0.011 (slope±SE) among Arg
homozygotes, 0.050±0.018 among heterozygotes, and 0.163±0.048 among
Gln homozygotes (P=0.02). Thus, the percent difference in
factor VII associated with the difference in total
cholesterol was directly proportional to the number of Gln
alleles present (Figure 1
). Although the association
between factor VII levels and factor VII genotype was less
prominent among those with high cholesterol, there were
still highly significant relationships for this tertile
(P<0.0001).
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Triglyceride levels were positively associated with factor
VII levels, with a correlation between factor VII antigen and
triglyceride levels of r=0.21
(P<0.0001) in the Arg/Arg genotype,
r=0.30 (P<0.0001) in the Arg/Gln
genotype, and r=0.28 (P=0.09) in the
Gln/Gln genotype. Similar partial correlation coefficients were
obtained after adjustment for other variables in the multiple
regression model. There was a trend toward differences in slopes of
factor VII level versus triglyceride (percent per mg/dL)
among genotypes proportional to the number of copies of Gln
alleles present: 0.027±0.004 (slope±SE) for Arg homozygotes,
0.044±0.008 for heterozygotes, and 0.055±0.027 for Gln homozygotes
(P=0.07, Figure 2
). Although the association between
factor VII levels and factor VII genotype was less prominent
among the high-triglyceride individuals, there were still
highly significant relationship for this tertile
(P<0.0001).
There was no evidence of significant gene-environment interactions with menopausal status or hormone replacement therapy in women or with the other variables studied (P>0.40) for all.
Factor VII Antigen Levels and Prevalent CVD
There was a nonsignificant trend for factor VII antigen levels to
be lower among subjects with thrombotic CVD compared with those with
either nonthrombotic CVD or no CVD (see Table 2
). The adjusted
mean levels were 93.6±1.9% (n=65), 99.5±1.7% (n=79), and
98.0±0.4% (n=1697), respectively (P=0.051).
Factor VII Polymorphism and Prevalent CVD
Despite differences in factor VII antigen levels among
genotypes, there were no significant differences in
genotype distribution among those with or without CVD or when
they further classified as thrombotic CVD, nonthrombotic CVD, and
non-CVD groups (P=0.12, Table 3
). The odds ratios (ORs) for total CVD
were 0.93, 0.89, and 1.11, respectively (P=0.51, 0.39, and
0.78), when a respective additive, dominant, and recessive effect of
the Gln allele was assumed. By using logistic models to adjust for
age, sex, BMI, current smoking status, and the presence of diabetes
(model 1) or further adjustment for total and HDL
cholesterol (model 2), similar nonsignificant results were
obtained (Table 4
). The ORs for
thrombotic CVD compared with non-CVD were also not significant when
general logistic models were used and after adjustments were made for
other variables (Table 4
).
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Linear and logistic models were rerun with generalized estimating equations to account for correlations between siblings, and the initial findings were confirmed. When analyses for the genotype and CVD relation were made by including the 1816 subjects in whom both genotype and factor VII level data were available, similar results were obtained (data not shown).
| Discussion |
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The Arg/Gln Polymorphism, Traditional Risk Factors, and Factor
VII Levels
Factor VII is a vitamin Kdependent coagulation factor
synthesized in the liver.29 In the presence of tissue
factor and calcium, factor VII converts factor X to factor Xa and
initiates reaction of the common coagulation pathway.29 30
Green and colleagues11 first found that the Arg/Gln
polymorphism influenced factor VII levels such that subjects with
the Gln allele had 20% lower levels than did Arg homozygotes. The
association has been consistently replicated among different
ethnic groups,11 12 13 14 15 16 17 18 19 31 regardless of whether factor VII
coagulation activity or antigen levels were
measured.11 12 19 Indeed, the polymorphism has been
shown in several studies to be the single, strongest predictor of
factor VII levels, accounting for 10% to 30% of the
variance.17 20 In the Framingham sample, we also found
that the Arg/Gln polymorphism was the primary determinant of factor
VII antigen levels, explaining 7.7% of the total variance.
Factor VII is also influenced by other traditional risk factors. Age,17 32 obesity,19 32 33 dietary fat intake,34 35 lipids,16 19 30 33 36 menopause, and oral contraceptive use in women30 33 have all been described to influence factor VII levels. In our study, triglyceride levels, female sex, BMI, total cholesterol, estrogen replacement therapy, HDL cholesterol, and systolic blood pressure were positively associated with factor VII antigen levels, while alcohol consumption was negatively related to factor VII levels. These traditional risk factors explained an additional 11.5% of the total factor VII variance.
The mechanism of the association between the polymorphism and factor VII levels is not well understood. One recent observation that the Arg/Gln polymorphism is in strong linkage disequilibrium with a decamer insertion polymorphism in the 5' regulatory region at -323 bp provides a plausible explanation,15 particularly in view of the in vitro expression evidence that the decamer insert polymorphism reduced promoter activity by 33% compared with the wild-type allele.37
The other contributing factors for the rest of the variance remain unknown. These unknown factors may be genetic, eg, other polymorphisms in the factor VII gene, other regulatory genes, or undefined environmental and dietary factors. With linkage analysis and the use of microsatellite markers, the Framingham Heart Study is performing a genome scan to find other loci that may modulate factor VII levels.
The Interaction Between the Polymorphism and Environmental
Factors
Although our findings are consistent with previous
investigations regarding the correlation between genotype and
factor VII plasma levels, our results on a genotype-specific
interaction differ from previously published data. Whereas Humphries et
al12 13 found a correlation between
triglyceride and factor VII in Arg/Arg-homozygous subjects
only, we found a similar or even stronger correlation among those with
the Gln allele. In addition, we found a genotype
interaction with total cholesterol, such that the
correlation between factor VII levels and total cholesterol
was significantly greater in subjects with the Gln allele than that
in the Arg/Arg-homozygous individuals. Although the association between
factor VII levels and factor VII genotype was less prominent
among those with high cholesterol, there were still highly
significant relationships for this tertile. The reduced magnitude of
association of genotype and factor VII level among those with a
high cholesterol value might be due in part to a greater
environmental influence. There are several possible explanations for
the differences between our findings and the earlier observations.
First, previous studies had a smaller sample size.12 13 19
Because of the low frequency of the Gln allele (10% to 20%),
previous studies examined the Gln allele as dominant and combined
the Arg/Gln heterozygous and Gln/Gln homozygous subjects into 1 group
without a clear biological justification to do so; even so, the numbers
of subjects with the Gln allele were only 10, 24, and 63 in those
studies.12 13 19 Second, different ethnic backgrounds
might influence the association.12 13 20 The Framingham
Offspring Study sample is overwhelmingly white. Third, statistical
methods differed. In contrast to our work, prior studies did not employ
formal statistical comparison of the slopes of the
correlation.13 19
The Arg/Gln Polymorphism and Prevalent CVD
On the basis of the association of the Arg allele with
increased factor VII levels11 12 and the association of
high factor VII coagulant activity with an increased risk of
coronary heart disease,6 one could speculate that
the Arg allele is a genetic risk factor for CVD.23
Given the availability of effective anticoagulant therapy, the Arg/Gln
polymorphism genotype might provide important information
regarding risk stratification and drug intervention. However, whereas
Iacoviello et al23 found that this polymorphism was a
risk factor for myocardial infarction, we found no significant
association between the polymorphism and prevalent CVD, regardless
of whether the prevalence of overall CVD or of thrombotic CVD (ie,
history of unstable angina, myocardial infarction, or ischemic
stroke) was used as the phenotype. Several explanations are
possible for the difference between our findings and the positive
association from Iacoviello et al. First, that study had a smaller
sample size in which they compared 165 cases with 225
controls.23 Because genetic association studies are very
sensitive to the selection of representative,
genetically compatible controls, a small sample size will increase the
chance of a false-positive finding by selection bias. Indeed, reported
allele frequencies of the Arg/Gln polymorphism have varied
considerably among studies and even among subgroups in the same
study.13 21 Second, the Arg/Gln polymorphism may be in
linkage disequilibrium with a putative pathogenic mutation elsewhere in
the factor VII gene or with another as-yet-unidentified gene that is
close to the factor VII gene. The presence/preservation or absence/loss
of linkage disequilibrium between a marker (ie, the Arg/Gln
polymorphism) and the actual causative gene mutation is highly
dependent on population structure and history. Thus, linkage
disequilibrium that is maintained in a genetically relatively isolated
sample may be lost in a more diverse population such as
represented by the Framingham Heart Study. The correct
interpretation of our data would be that in a general North American
white population, the factor VII Arg/Gln polymorphism is not
associated with significant differences in CVD prevalence.
As with any study that fails to reject the null hypothesis, assessment of statistical power is important. Our data had the power to detect a modest increase in OR of the Arg/Gln polymorphism associated with CVD. For example, if one assumes an additive effect of the Arg allele on CVD (a reasonable assumption, as the effect of the Arg allele on plasma factor VII antigen levels fits an additive model), our study provides an 80% power to detect an OR of 1.34 for CVD or of 1.54 for thrombotic CVD.
Factor VII Antigen and CVD
There was no significant association between factor VII antigen
level and prevalent CVD. Indeed, the level tended to be lower in
subjects with thrombotic CVD compared with nonthrombotic CVD or no CVD.
A similar finding has been shown by Cortellaro et al.38
This could be either a chance finding owing to a small sample size in
the thrombotic CVD group (n=65) or possibly due to "consumption" of
factor VII39 caused by activation of the coagulation
system associated with ongoing thrombosis in the thrombotic CVD
group.40 41 Although earlier studies found that factor VII
coagulation activity was associated with CVD, the relation between
factor VII antigen levels and CVD is not well
defined.6 7 8 23
Study Limitations
First, analyses for the Arg/Gln polymorphism and
clinical CVD were based on prevalent, not incident, events.
Survivorship bias in this cross-sectional study design is a
possibility, because only subjects with nonfatal CVD were included,
especially in light of the association of factor VIIc levels with fatal
CVD death. However, we did not see significant variation in the Gln/Gln
frequency across age groups (P=0.75, data not shown),
thereby lessening the likelihood of substantial survivorship bias. We
plan to follow the study sample prospectively. Second, we measured
factor VII antigen levels, not factor VII activity. However, a strong,
positive correlation has been shown between factor VII antigen levels
and factor VII activity, with correlation coefficients of 0.71 to
0.89.17 42 43 44 Thus, it is unlikely that measuring
factor VII antigen levels instead of factor VII activity has materially
influenced our results. Finally, we did not measure makers of
activation of the coagulation system. However, other studies have
convincingly shown evidence of ongoing activation among patients with
thrombotic CVD.39 40 41
Conclusions
The Arg/Gln polymorphism was a significant determinant of
factor VII levels in the Framingham Heart Study, such that individuals
with the Gln allele had lower levels. The strength of this
association suggests that genetic variations play an important role in
determining factor VII levels. Although factor VII plays a pivotal role
in the coagulation system, we did not find a significant association
between the Arg/Gln polymorphism and prevalent CVD. Further
prospective evaluations are needed.
| Acknowledgments |
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Received July 30, 1999; accepted August 13, 1999.
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