Atherosclerosis and Lipoproteins |
From the Lipid Metabolism Laboratory (J.M.O., D.C., D.O., A.M., C.L., O.C., E.J.S.), Jean Mayer-USDA Human Nutrition Research Center on Aging at Tufts University, Boston, Mass; Boston University School of Public Health (L.A.C.), Boston, Mass; the Department of Biochemistry (J.D.O.), North Carolina State University, Raleigh, NC; and The Framingham Heart Study (P.W.F.W.), Boston University School of Medicine, Framingham, Mass.
Correspondence to Dr Jose M. Ordovas, Lipid Metabolism Laboratory, J.M. USDA HNRCA at Tufts University, 711 Washington St, Boston, MA 02111. E-mail ordovas{at}hnrc.tufts.edu
| Abstract |
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Key Words: cholesteryl ester transfer protein coronary heart disease lipoproteins gene polymorphisms
| Introduction |
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Several common restriction fragment length polymorphisms (RFLPs) have been reported in the CETP gene locus.10 11 12 The most studied RFLP to date has been TaqIB, which has been shown to be a silent base change affecting the 277th nucleotide in the first intron of the gene.10 The B2 allele (absence of the TaqI restriction site) at this polymorphic site has been associated in normolipemic subjects with increased HDL cholesterol (HDL-C) levels and decreased CETP activity and levels,13 14 15 16 thus resembling a mild form of CETP deficiency. It has been suggested that this association may be population specific17 18 and highly influenced by environmental factors, such as alcohol consumption and tobacco smoking.15 19 20 Moreover, Kuivenhoven et al21 have shown an interaction between the TaqIB genotype and the progression of coronary heart disease (CHD) after therapy. These observations could be of significant relevance, because low plasma HDL levels are associated with an increase in the risk of coronary artery disease.22 23 Moreover, clinical evidence suggests that an increase of 1% in the plasma HDL-C levels is associated with a reduction in cardiovascular morbidity and mortality of 2% to 3%.24 Therefore, CETP could have a relevant role in atherogenesis through its effects on HDL metabolism.
The aim of the present study was to determine the frequency, phenotypic expression, and potential modulation of CHD risk in the general population by TaqIB RFLP in the first intron of the CETP gene. Specifically, we studied the interindividual variability in lipid levels, lipoprotein subclass profiles, and cardiovascular risk associated with this CETP polymorphism among Framingham Offspring Study participants.
| Methods |
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Plasma Lipid, Lipoprotein, Apolipoprotein, and CETP
Measurements
Twelve-hour fasting venous blood samples were collected in tubes
containing 0.1% EDTA. Plasma was separated from blood cells by
centrifugation and immediately used for the measurement
of lipids. Plasma total cholesterol, HDL-C, and
triglyceride levels were measured as previously
described.28 HDL-C was measured after precipitation of
apoB-containing lipoproteins with dextran-magnesium
sulfate.29 LDL cholesterol (LDL-C)
concentrations were estimated with the equation of Friedewald et
al.30 Coefficients of variation for total
cholesterol, HDL-C, and triglyceride
measurements were each <5%.31 Plasma levels of apoA-I
and apoB were measured by noncompetitive ELISA with the use of
affinity-purified polyclonal antibodies.32 33
Plasma lipoprotein concentrations and subclass distributions were determined by proton nuclear magnetic resonance (NMR) spectroscopy as previously described.34 35 Each profile displays the concentrations of 6 VLDL, 1 IDL, 3 LDL, and 5 HDL subclasses and the weighted-average particle sizes of VLDL, LDL, and HDL. The 10 lipoprotein subclass categories used were the following: large VLDL and remnants (80 to 220 nm), intermediate VLDL (35 to 80 nm), small VLDL (27 to 35 nm), large LDL (21.3 to 27.0 nm), intermediate LDL (19.8 to 21.2), small LDL (18.3 to 19.7 nm), large HDL (8.8 to 13.0 nm), intermediate HDL (7.8 to 8.8 nm), and small HDL (7.3 to 7.7 nm). Levels of VLDL subclasses are expressed in millimolar units of triglyceride, and those of LDL and HDL subclasses are expressed in millimolar units of cholesterol. LDL and HDL subclass distributions determined by gradient gel electrophoresis and NMR have been shown to be closely correlated.34 However, it should be noted that given the characteristics of this methodology, there could be some overlap between the IDL fraction and the small VLDL as well as the large LDL subfraction. Nevertheless, this should not have a major effect on the associations examined, given the low concentrations of IDL found in fasting plasma levels of normal subjects.
CETP activity was determined by using a CETP Activity Kit by Roar Biomedical, Inc. This kit includes donor (synthetic phospholipid and cholesteryl ester) and acceptor (VLDL) particles. The fluorescent neutral lipid is present in a self-quenched state when contained within the core of the donor. The CETP-mediated transfer is determined by the increase in fluorescence intensity as the fluorescent neutral lipid is removed from the self-quenched donor to the acceptor. Briefly, for each sample assayed, 10 µL of plasma was diluted (1:10) in 90 µL of sample buffer (10 mmol/L Tris, 150 mmol/L NaCl, and 2 mmol/L EDTA, pH 7.4). In a fluorescence-compatible microtiter plate (Dynex Laboratories), 20 µL of the plasma dilution was combined with 4 µL of donor and 4 µL of acceptor in a total volume of 200 µL and incubated for 3 hours at 37°C. The assay was read in a fluorescence spectrometer at excitation wavelength of 465 nm and emission wavelength of 535 nm. A standard curve was used, according to the manufacturers guidelines, to derive the relation between fluorescence intensity and mass transfer. Plasma controls were run in each plate to account for plate-to-plate variation. For standardization, the unquenched fluorescence intensity of the fluorescent cholesteryl ester contained within the donor particle core was determined by dispersing 5 µL of donor (fluorescent cholesteryl ester concentration 146 µg/mL, as reported by the manufacturer) in 2 mL of 100% isopropanol. Serial dilutions of the dispersion were made to generate a standard curve of fluorescence intensity (excitation 465 nm/emission 535 nm) versus mass of fluorescent cholesteryl ester. The fluorescence intensity transferred in the assay of plasma samples was applied to the standard curve to determine mass transfer. The intra-assay and interassay coefficients of variation were <3%.
DNA Analysis
Genomic DNA was isolated from peripheral blood
leukocytes by standard methods.36 CETP genotype
was performed as described by Fumeron et al.19 A fragment
of 535 bp in intron 1 of the CETP gene was amplified by polymerase
chain reaction (PCR) in a DNA Thermal Cycler (PTC-100, MJ Research,
Inc) with the use of oligonucleotide primers (forward
5'-CACTAGCCCAGAGAGA-GGAGTGCC-3', reverse
5'-CTGAGCCCAGCCGCACACTAAC-3'). Each amplification was performed by
using 100 ng of genomic DNA in a volume of 50 µL containing 40 pmol
of each oligonucleotide, 0.2 mmol/L dNTPs,
1.5 mmol/L MgCl2, 10 mmol/L Tris, pH
8.4, and 0.25 U of Taq polymerase. DNA templates were
denatured at 95°C for 3 minutes, and then each PCR reaction was
subjected to 30 cycles with a temperature cycle consisting of 95°C
for 30 seconds, 60°C for 30 seconds, 72°C for 45 seconds, and,
finally, an extension at 72°C for 5 minutes. The PCR products
were subjected to restriction enzyme analysis by digestion with
4 U of the restriction endonuclease TaqI for 16 µL of PCR
sample at 65°C for 2 hours in the buffer recommended by the
manufacturer (GIBCO-BRL), and the fragments were separated by
electrophoresis on an 1.5% agarose gel. After electrophoresis, the gel
was treated with ethidium bromide for 20 minutes, and DNA fragments
were visualized by UV illumination. The resulting fragments were 174
and 361 bp for the B1 allele and 535 bp for the uncut B2
allele. Restriction isotyping of the apoE genotype was
carried out as previously described.37
Statistical Analyses
To compare men and women who participated in the present
study, we used
2 tests for categorical
measures and 2-sample t tests for continuous measures. We
estimated the allele frequency of the B2 allele and apoE
alleles with a chromosome-counting method and used a
2 test to compare the frequency in men and
women. To evaluate the relation between the CETP genotypes and
lipid levels, we used ANCOVA techniques, which accounted for the
familial relations among the members of the study (mostly siblings and
cousins). We used 2 approaches to accomplish these analyses.
First, we used a repeated-measures approach, which assumed an
exchangeable correlation structure among all members of a family (PROC
MIXED, SAS). Second, because this approach does not accurately
represent the true correlation structure within these
pedigrees, we used a measured-genotype
approach,38 as implemented in SOLAR, a variance
component analysis computer package for quantitative traits
measured in pedigrees of arbitrary size.39 The latter
approach fully accounts for the different types of relations within a
pedigree in performing an ANOVA on the defined genotypes. In
these analyses, we used several different models to adjust for
potential confounders. First, we obtained essentially crude results,
which accounted only for the family structure; second, we adjusted for
age, body mass index (BMI), smoking, alcohol consumption, ß-blockers,
and (in women) menopausal status and hormonal replacement therapy. In
our final analysis, we added apoE genotypes to the
model with E2/E2 and E2/E3 in one group, E3/E4 and E4/E4 in another
group, and E3/E3 as the reference group. Subjects with E2/E4
genotypes, of which there were very few, were excluded.
A sensitivity analysis was carried out to estimate the validity and precision of the regression coefficients for the CETP genotypic variables when additional independent terms were included into the model. Because similar results were obtained for both sexes, data from men and women were analyzed together to improve statistical power. Regression coefficients and 95% CIs for B1B2 and B2B2 compared with B1B1 genotypes were calculated by fitting several linear regression models with dummy variables for categorical and interaction terms as follows: model 1, CETP genotype (B1B1, B1B2, and B2B2); model 2, model 1+sex; model 3, model 2+BMI; model 4, model 3+tobacco smoking (nonsmoker and smoker); model 5, model 4+alcohol consumption (consumption and no consumption); and model 6, model 5+apoE genotypes (E2, E3, and E4). In all cases, the first category was taken as a reference. Regression diagnostics were used to check the assumptions and to assess the accuracy of computations.
Finally, using a
2 analysis, we
estimated the odds of prevalent CHD at examination 5 for those with the
B1B2 or B2B2 genotypes relative to those with the B1B1
genotype. CHD includes myocardial infarction, angina pectoris,
and coronary insufficiency. To adjust this estimated odds ratio
for covariates, we used logistic regression. We also applied
generalized estimating equations with a logit link to account for the
correlation among the observations and obtained essentially the same
results. Hence, we report the results assuming independent
observations.
| Results |
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Association of TaqIB Polymorphism With
Variations in Plasma Levels of Lipids, Lipoproteins, Apolipoproteins,
and CETP Activity
Table 2
shows that in men and women,
the 3 genotype groups were equivalent with respect to age and
BMI. Male homozygotes for the B1 allele had lower HDL-C levels
(1.07±0.27 mmol/L) than did B1B2 (1.14±0.28 mmol/L) and
B2B2 (1.18±0.34 mmol/L) male subjects (P<0.001).
Likewise, female homozygotes for the B1 allele had lower HDL-C
levels (1.40±0.38 mmol/L) than did B1B2 (1.46±0.39 mmol/L)
and B2B2 (1.53±0.40 mmol/L) female subjects
(P<0.001). Similar associations were noted for apoA-I
values. The higher HDL-C levels associated with the B2 allele were
due to increases in HDL2-C and
HDL3-C subfractions. A significant association
was noted between the TaqIB genotype and CETP
activity. Male and female carriers of the B2 allele had
significantly lower CETP activity than did those homozygotes for the B1
allele. In both sexes, there were no statistically significant
differences among the genotype groups in the plasma levels of
total cholesterol, LDL-C, and apoB. These results were
confirmed by the variance component approach and revealed that
TaqIB accounts for
1% of the variability in HDL-C.
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To test the consistency of the association between the
CETP-TaqIB genotype and HDL-C levels, a sensitivity
linear regression analysis was carried out as described in
Methods. The Figure
shows regression coefficients and
95% CIs for B1B2 and B2B2 compared with B1B1 genotypes when
each indicated variable was included into the linear regression
models (models 1 to 6). First, the only variables included were
dummies for the TaqIB genotype (model 1). This
genetic factor accounted for 1% of the variability of HDL-C
(P<0.001). The initial regression coefficients for B1B2 and
B2B2 after controlling for the effect of sex (model 2) were 0.06 (95%
CI 0.03 to 0.09) mmol/L (P<0.001) and 0.14 (95% CI
0.09 to 0.18) mmol/L (P<0.001), respectively. When
other variables were progressively added to the core model (BMI,
tobacco smoking, alcohol consumption, and apoE genotypes), only
slight variation of the initially estimated values for the regression
coefficients were observed, revealing an independent association of
TaqIB polymorphism with HDL-C levels with a strong
consistency no matter additional environmental or genetic
factor was considered. The final model explained 35% of the
variability of HDL-C in the population, and the regression coefficients
for B1B2 and B2B2 were 0.07 (95% CI 0.03 to 0.10) mmol/L and 0.14
(95% CI 0.09 to 0.18) mmol/L, respectively
(P<0.001).
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To understand better the metabolic basis of the association
of higher HDL-C levels with the B2 allele in men and women, we
measured lipoprotein subclass profiles by using automated NMR
spectroscopy and observed that this association was specifically due to
a significant increase in the large HDL subfraction (8.8 to 13.0 nm).
In males, the HDL-C concentrations in this HDL subfraction were
0.31±0.27, 0.37±0.29, and 0.45±0.37 mmol/L for B1B1, B1B2, and
B2B2 subjects, respectively (P<0.001). No changes were
observed for the small and intermediate-sized HDL subfractions. These
data were consistent with an increase in HDL size in male
carriers of the B2 allele, as demonstrated by NMR (8.83±0.37,
8.92±0.40, and 8.98±0.45 nm for B1B1, B1B2, and B2B2 subjects,
respectively; P<0.001) as well as by an increase in the
HDL-C/apoA-I values (see Table 2
). In addition to the
genotype associations seen with the HDL subfractions, we
observed a significant association between this polymorphism and
LDL subfractions in men. The B2 allele was associated with
increased levels of the large LDL subfraction (1.77±0.89 and
1.94±0.88 mmol/L for B1B2 and B2B2, respectively) compared with
B1B1 subjects (1.64±0.86 mmol/L). Conversely, B1B1 men had
increased levels of the small LDL fraction (0.86±0.65 mmol/L)
compared with B1B2 (0.79±0.60 mmol/L) and B2B2 (0.80±0.65
mmol/L) men (P=0.031). Therefore, the B2 allele was
associated with increased particle size for HDL and LDL after
adjustment for familial relations, age, BMI, smoking, alcohol intake,
use of ß-blockers, and apoE genotype. In women, a similar
effect was noted with the large HDL subfraction. The concentrations
were 0.76±0.43, 0.81±0.42, and 0.87±0.44 for B1B1, B1B2, and B2B2
female subjects, respectively (P<0.001). The associations
between the B2 allele and LDL subfractions observed in men were not
detected in women. Consequently, an association between HDL particle
size and genotype, similar to that shown for men, was
demonstrated for women after adjustment for the variables indicated
above as well as for menopausal status and estrogen therapy. However,
no genotype differences were observed for LDL size.
CETP-TaqIB Genotype and Risk of CHD
To examine the associations of the TaqIB
polymorphism with CHD risk, we also included subjects on
lipid-lowering medications; CHD was present in 163 men and 62
women. When we examined CHD prevalence in men at examination 5 versus
the absence (B1B1) or presence of the B2 allele (B1B2 or B2B2) by
2 analysis, we demonstrated a
significantly (P=0.035) lower frequency of carriers of the
B2 allele (58.7% versus 70.6%) among those subjects with positive
CHD. Likewise, the odds ratio for CHD associated with the presence of
the B2 allele was 0.696 (95% CI 0.50 to 0.98, P=0.035).
After adjusting for age, BMI, systolic blood pressure,
diabetes, smoking, and alcohol consumption, this odds ratio remained at
0.700 (95% CI 0.46 to 1.05), but the statistical significance dropped
to P=0.090. After additional adjustment for the previous
factors plus ß-blocker use, cholesterol-lowering drugs,
total cholesterol, and HDL-C, the odds ratio was 0.735
(95% CI 0.46 to 1.162, P=0.188). These odds ratios were
similar after excluding those subjects on lipid-lowering medications
(data not shown). In women, we did not find any significant association
between the presence of the B2 allele and CHD risk by
2 analysis (75.8% versus 67.9%,
P=NS) or by logistic analysis (data not shown).
However, there were too few CHD cases to draw definitive conclusions
about the association between TaqIB polymorphism and CHD
risk in women.
| Discussion |
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30% lower risk of CHD, which was no longer statistically
significant after adjustment for multiple CHD risk factors, including
HDL-C levels, indicating that a proportion of this effect may be due to
the increased HDL-C levels associated with the presence of the B2
allele. This association with HDL-C has been previously reported in
several other studies.13 16 18 19 20 21 40 41 Some of them
also found significant associations with LDL-C or
triglyceride levels.13 21 42 In agreement with
some previous studies,16 20 21 43 we have found a
significant association between the CETP-TaqI B
polymorphism and CETP activity, with the B1 allele being
associated with increased activity compared with the B2 allele.
However, a lack of significant association between CETP activity and
TaqIB polymorphism has also been reported by other
investigators.14 The mechanism by which
TaqIB polymorphism may affect CETP activity or HDL-C
levels is not known. It is unlikely that this polymorphism located
in an intron represents a functional mutation. Given the
reported associations of the B2 allele with increased CETP mass
and/or activity, the most plausible explanation is that this
polymorphism is in linkage disequilibrium with a still unknown
functional mutation in the regulatory region of the CETP gene. The role of CETP in atherogenesis is still under debate.43 44 CETP may play a proatherogenic role, in view of the fact that it mediates a redistribution of plasma cholesterol from lipoproteins, which is associated with a protection against atherosclerosis, into the proatherogenic apoB-containing lipoproteins. This concept is also supported by the fact that animal species that are resistant to diet-induced atherosclerosis have little CETP activity. However, CETP mediates 1 of the steps in reverse cholesterol transport, an antiatherogenic process. The results of the present study support the concept that increased HDL-C levels resulting from lower CETP activity appear to be associated with a lower risk of CHD in male subjects.
Human and transgenic mouse experiments have shown that environmental factors play an important role in the modulation of CETP gene expression.45 Various studies in human populations have analyzed the possible interaction between some environmental factors and the CETP-TaqIB polymorphism on plasma HDL-C levels. In this regard, Kondo et al13 showed that the association of the CETP gene with HDL-C levels was present only in nonsmokers. In another study carried out in Finland,20 male smokers with the B2 allele tended to have HDL-C levels 10% lower than those levels of male smokers with the B1 allele, but this effect was not observed in women; thus, the authors also concluded that allele effects differed according to sex. Fumeron et al19 did not find an interaction with tobacco smoking, but they found an important interaction with alcohol consumption in the Etude Cas-Temoins de lInfarctus du Myocarde (ECTIM) study. In the present study, when gene-environmental terms were tested, no statistically significant interactions of the TaqIB genotypes with alcohol consumption or tobacco smoking were found. This was also true in terms of apoE-CETP interactions. These observations allow us to conclude that the effect of this polymorphism on plasma HDL-C in this cohort seems statistically independent and uniform across several levels of these environmental factors, as well as across the different apoE alleles. The study of these gene-gene and gene-environmental interactions can provide an important basis for refining the predictive value of traditional epidemiological risk factors and for targeting intervention and prevention activities for high-risk individuals.
In addition to the reported associations between classical risk factors and TaqIB polymorphism, our results show that this genetic variant is significantly associated with differences in the distribution of lipoprotein subclasses as determined by NMR. The B2 allele was significantly associated in men and women with higher levels of the large, more antiatherogenic HDL subfraction.46 47 48 This effect is consistent with the fact that the B2 allele is associated with lower CETP activity and results in an increase of cholesteryl esterenriched large-sized HDL, such as those found in CETP-deficient subjects. The findings from the NMR data are also supported by the increase in the HDL-C/apoA-I ratio that we found associated with the presence of the TaqIB2 allele. In addition to this effect, which was observed in men and women, we found significant effects for LDL subfraction distribution in men only. The B2 allele was associated with a less atherogenic LDL particle size distribution, consisting of decreased levels of the more atherogenic small LDL subfraction and increased levels of the less atherogenic large LDL.46 49 50 These effects were not significant in women. Therefore, the protective effects associated with the B2 allele in men may not only be due to quantitative changes in lipid profiles but may also be due to qualitative changes in particle composition, which are manifested as differences in size distribution. It is interesting to highlight that the B2 allele was not protective in women despite its association with higher HDL-C levels and increased HDL size. The most plausible explanation for this lack of effect could be the small number of CHD events in this group of women. However, one could speculate that the sex differences observed for the association between the B2 allele and CHD risk could be due to the fact that in men the B2 allele was associated with less atherogenic HDL and LDL subclass distributions, whereas in women no effect was observed in the LDL subfraction. These observations point out the relevant role of LDL subclass distribution as a predictor of CHD risk.
In summary, the present study, which was carried out in a large
population-based white cohort, supports the hypothesis that the CETP
gene locus, as examined with TaqIB polymorphism, plays a
significant role in determining HDL-C variability in men and women and
apoA-I levels and LDL size in men and accounts for
1% of the
variability in HDL-C. These associations translate into a less
atherogenic lipid profile in both sexes and a lower CHD risk in men.
Further studies need to be carried out to demonstrate whether the lower
CHD risk associated with this polymorphism is also found in
women.
| Acknowledgments |
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Received September 10, 1999; accepted December 29, 1999.
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