Articles |
From the Department of Vascular Medicine, Academic Medical Center, University of Amsterdam (J.A.K., H.A.S., G.-J.B., J.J.P.K.); Department of Human Genetics, Sylvius Laboratory, Leiden University (P.de K.); and Department of Chronic Diseases and Environmental Epidemiology, National Institute of Public Health and Environmental Protection, Bilthoven (J.M.A.B, J.C.S.), The Netherlands; and the Atherosclerosis Specialty Laboratory, Department of Pathology and Laboratory Medicine, St Paul's Hospital and University of British Columbia, Canada (P.H.P.).
Correspondence to J.A. Kuivenhoven, Academic Medical Center, Department of Vascular Medicine (G1-114), Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands. E-mail kuif{at}wnet.bos.nl.
| Abstract |
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Key Words: restriction fragment length polymorphism cholesteryl ester transfer protein high-density lipoprotein coronary artery disease haplotyping
| Introduction |
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Human CETP is a plasma glycoprotein of Mr
74 000 that mediates the transfer of cholesteryl esters,
phospholipids, and TGs between plasma lipoproteins.22 The
gene spans
25 000 base pairs and is composed of 16
exons.23 Gene defects that result in a complete loss of
CETP activity are one cause of
hyperalphalipoproteinemia,24 25 which was originally
described to be associated with an increased lifespan.24
However, Hirano et al26 recently reported atherosclerotic
disease in heterozygotes for CETP deficiency with low
hepatic lipase activities.
Several DNA polymorphisms of the CETP gene have been described.27 28 29 A variant identified by the restriction enzyme Taq I located in intron 1 (TaqIB) has been reported to be associated with plasma CETP activity,9 10 apo A-I,30 and HDL cholesterol9 10 30 31 32 33 as well as with HDL subfractions.34 The effects of the TaqIB RFLP on HDL cholesterol levels were seen in both diseased31 and healthy subjects.9 30 31 32 Several investigators have concluded that the association between the TaqIB RFLP and HDL cholesterol most likely reflects a true biological phenomenon.9 30 Furthermore, a recent study showed that a polymorphic missense mutation in exon 14 of the CETP gene was associated with HDL cholesterol levels in the general population.35
To date, the majority of single RFLP association studies have described an association between variation at the CETP gene locus and HDL cholesterol levels.9 10 30 31 32 33 34 35 In addition, Bu et al36 confirmed the presence of such an association in a quantitative sib-pair linkage analysis. Interestingly, the genotype effect was also reported to be sex-specific in another sib-pair linkage analysis study.37 This finding has also been confirmed by a RFLP association study by Kauma et al.33 By contrast, other reports describe the absence of a relationship between the CETP gene and HDL cholesterol. Cohen et al38 showed that none of the variation in plasma HDL cholesterol could be accounted for by allelic variation in CETP when they compared sibs of 73 nuclear families. The different findings of the sib-pair linkage analyses by Bu et al36 and Cohen et al38 might be related to the fact that the former studied normotriglyceridemic white families and the latter studied white families with CAD. This might illustrate the effect of different selection procedures. Furthermore, Mitchell et al32 and Tenkanen et al39 reported the absence of such effects in Italian and Finnish subjects, respectively, which indicates that the association between the CETP gene variants and lipid phenotypes might be influenced by differences in genetic background.
To investigate the genetic control of low HDL cholesterol levels in the general population, we selected subjects from a large representative sample of healthy Dutch men with upper, middle, and lower deciles of HDL cholesterol. The present study describes the association between six CETP gene restriction site polymorphisms, plasma CETP concentrations, and plasma HDL cholesterol levels.
| Methods |
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The selection of subjects with low, median, or high HDL cholesterol
from the Monitoring Project as well as the matching procedure is
described in Table 1
. Genomic DNA was extracted from
buffy coats as described previously.41
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Lipids, HDL Cholesterol, and CETP Mass Analysis
Plasma total cholesterol was determined enzymatically with a
Boehringer test kit.42 HDL cholesterol was determined by
the same method after precipitation of the apo Bcontaining
lipoproteins with magnesium phosphotungstate.43 Nonfasting
plasma TG levels were determined enzymatically (Biomerieux). Plasma
CETP concentration was measured by solid-phase competitive
radioimmunoassay in the presence of 0.5% Triton44 and a
specific monoclonal antibody45 as described
previously.16
PCR-Based Detection of Polymorphisms of the CETP
Gene
The Taq I polymorphisms (TaqIA and
TaqIB) and Msp I polymorphism were originally
described by Drayna and Lawn,27 and the EcoNI
RFLP was reported by Zuliani and Hobbs.29 Our laboratory
successfully mapped these DNA polymorphisms to their corresponding
exons and introns, which enabled us to design PCR-based analyses. The
BamHI RFLP analysis was performed as described by Inazu et
al.24 The sixth RFLP investigated, considered an A-to-G
nucleotide substitution in exon 14, was recently reported by Funke and
coworkers.35 This base substitution did not result in the
creation or disappearance of an enzyme restriction site. Therefore, we
used a mismatch primer that introduced an Rsa I restriction
site in the presence of the mutation. Target sequences were amplified
with oligonucleotides as presented in Table 2
. The
sequence information was obtained from data supplied by Agellon et
al.23 The amplification reactions were carried out in
10 mmol/L Tris-HCl (pH 9.0), 50 mmol/L KCl, 0.1% wt/vol
gelatin, 1.5 mmol/L MgCl2, 1% Triton X-100, and 20
mg/dL BSA containing 0.1 to 0.5 µg genomic DNA and final
concentrations of 100 to 200 µmol/L dNTPs and 0.5 µmol/L
primers in a total volume of 50 µL. After initial denaturation (10
minutes, 95°C), 0.3 to 0.5 U thermostable DNA polymerase (Supertaq,
HT Biotechnology) was added, followed by 30 amplification cycles at
95°C (1 minute), 60°C (1 minute), and 72°C (1 to 2 minutes), with
a final extension step of 10 minutes at 72°C. Twenty percent of the
PCR reaction product was used for digestion with 2 to 3 U of the
respective endonucleases according to the instructions of the
manufacturer (New England Biolabs) in a total volume of 20 µL for 2
hours at 37°C. After electrophoresis of the PCR product in 1% to 2%
agarose containing ethidium bromide, DNA restriction fragments were
visualized and analyzed on a transilluminator.
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Statistical Analysis
All subjects selected for this study were categorized according
to their HDL cholesterol levels. Means were compared between groups by
ANOVA, and the Tukey test was performed to adjust for multiple
comparisons. Allele frequencies were determined by direct counting, and
2 analysis was used to test for Hardy-Weinberg
equilibrium of all CETP gene variants. The Fisher exact test
implemented in the statistical package StatXact-Turbo (CYTEL Software
Corp) was used to estimate differences in genotype distributions and
estimated haplotype distributions between the three HDL cholesterol
classes. For the most promising RFLPs, ie, TaqIB,
Msp I, and Rsa I, a three-marker haplotype was
estimated in each of the three HDL cholesterol groups. Since all
individuals were unrelated, E-M algorithms implemented in the program
3LOCUSA46 were used to provide maximum-likelihood
estimates of the three-marker haplotype frequencies and to quantify
pairwise and global linkage disequilibria. These likelihood
calculations, which were based on the observed Hardy-Weinberg
equilibria, allowed linkage disequilibrium to differ between the three
HDL cholesterol classes and assumed no interaction between any allele
or haplotype by an individual.
| Results |
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With regard to lipid values, the statistically significant decrease in TG levels when both the groups with low and median HDL cholesterol and median and high HDL cholesterol (P<.05) are compared illustrates a clear inverse relation between plasma HDL cholesterol and TG levels.
The sample with low HDL cholesterol presented with highly significantly
elevated CETP concentrations (P<.000001) compared with both
the groups with median and high HDL cholesterol (Table 4
).
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Distributions and Frequencies of CETP
Polymorphisms
Using PCR-based DNA analysis, we determined the allele frequency
distribution of six CETP RFLPs (ie, TaqIB, intron
1; Msp I, intron 8; BamHI, intron 9;
EcoNI, intron 9; TaqIA, intron 10; and
Rsa I, exon 14) in the three population samples (Table 5
). For each of the three different population samples
(analyzed separately as well as in the combined population), the
observed frequencies were in Hardy-Weinberg equilibrium. The observed
allele frequencies of the rare gene variants of the median HDL
cholesterol group (data not shown) were similar to those reported for
other white population samples.10 30 31 32 34 35 39 In
addition, the allele frequencies did not differ between the subjects
from the three Dutch towns (data not shown). Furthermore, the
TaqIB, Msp I, and Rsa I RFLPs,
encompassing a large region of the CETP gene (intron 1 up to
exon 14), were in linkage disequilibrium in the groups with low and
median HDL cholesterol (P<.01; corrected for multiple
comparison) as well as for the whole group of subjects investigated
(P<.01).
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We identified significant statistical differences between the allele frequency distribution of the TaqIB, Msp I, and Rsa I polymorphisms in the three HDL groups. First, the allele frequency distribution for the TaqIB polymorphism was significantly different (P<.003) between the groups with the lowest and highest deciles of HDL cholesterol. Second, the allele frequencies for the Msp I RFLP were statistically significantly different between both the groups with low and median HDL cholesterol (P<.027) and the groups with low and high HDL cholesterol (P<.000001). The presence of a TaqIB site in intron 1 (B1 allele) and the presence of an Msp I site in intron 8 (M1 allele) were both strongly associated with decreased plasma HDL cholesterol. Third, the presence of an Rsa I site in exon 14 (R1 allele) was associated with high HDL cholesterol levels (P<.034).
CETP Genotypes and CETP Mass
After pooling of the three groups investigated, we identified
highly significant associations between the TaqIB,
Msp I, and Rsa I genotypes and plasma CETP
concentrations (P<.0001, P<.0001, and
P=.015, respectively) (Table 6
). However,
since a pool of all subjects cannot be regarded as a random population
sample, caution should be used in interpreting the statistical
significance of this association. Further analysis revealed that
variation at the TaqIB and Msp I loci explained
10.6% and 16.8%, respectively, of the variance of CETP
concentrations, whereas the Rsa I genotype variation
explained 3.6% of this variance.
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Distributions of CETP Haplotypes
Table 7
illustrates maximum-likelihood estimates of
the three-marker haplotypes in the CETP gene. All pairwise
marker comparisons showed significant linkage disequilibrium in the low
HDL cholesterol group (P<.05, corrected for multiple
comparisons). In the median HDL cholesterol group, only the
TaqIBMsp I combination was in linkage
disequilibrium. Finally, we identified complete equilibrium between the
three markers in the high HDL cholesterol group. When the estimated
haplotype distributions were compared between the three groups, we
observed a marked difference between the groups with low and high HDL
cholesterol, respectively (Table 7
). This significant difference
(P=.024) was primarily due to differences in the frequencies
of two haplotypes: B1-M1-R2 and B2-M2-R1. This is in line with the
differences in genotype distributions between the three HDL cholesterol
groups and the associations between the genotypes, HDL cholesterol
levels, and CETP mass (Tables 5
and 6
). The haplotype that, according
to our results, should associate with the lowest HDL cholesterol levels
and highest CETP mass, B1-M1-R2, is indeed markedly overrepresented in
the low HDL cholesterol group, whereas the opposite is true for the
haplotype associated with the highest HDL cholesterol and lowest CETP
mass (B2-M2-R1).
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| Discussion |
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CETP Concentration and HDL Cholesterol Levels
CETP concentration measurements revealed that subjects with low
HDL cholesterol exhibited highly significantly elevated plasma CETP
concentrations compared with both other samples. Since CETP
concentrations correlate closely with CETP activity in normal
plasma,16 this finding provides in vivo evidence that low
HDL cholesterol may be associated with high CETP activity in healthy
male subjects. These results are in agreement with findings by Tato et
al,12 who recently suggested that elevated CETP activity
may be one significant factor related to low HDL cholesterol levels in
a group of normolipidemic patients. However, in contrast to the
findings of Tato et al,12 who reported a bimodal
distribution in CETP concentrations among the subjects with low HDL
cholesterol, we identified a unimodal distribution of CETP
concentrations (data not shown). These differences might be related to
the fact that we did account for environmental factors that are known
to affect HDL cholesterol levels, whereas the population sample studied
by Tato et al included ß-blocker users (22%) and subjects with
hypertension (46%). Especially the inclusion of smokers (38%) might
underlie the differential findings. In this respect, Hannuksela et
al10 recently showed that the association of
TaqIB with plasma CETP activity was affected by smoking.
Furthermore, our data demonstrated that upper decile HDL cholesterol was not associated with low CETP concentrations. This may indicate the presence of other genetic factors that determine high HDL cholesterol levels in our population.
Interestingly, relatively frequent mutations in the CETP gene identified in Japan are shown to be associated with hyperalphalipoproteinemia.48 49 We speculate, therefore, that the role of the CETP gene in determining high HDL cholesterol in Japanese and whites differs as a result of the absence of frequent functional CETP mutations in whites.
Variants of the CETP Gene and Plasma HDL
Cholesterol Levels
The TaqIB and Msp I RFLPs, and to a lesser
extent the Rsa I polymorphism, provided the most conclusive
results. First, on its own, the B1 allele was strongly associated with
low HDL cholesterol levels, which is in agreement with the results of a
number of other studies.9 10 30 32 However, our findings
strongly suggest that the B1 allele merely serves as a marker for
specific CETP haplotypes, which will be discussed below. The lack of an
association between the TaqIB RFLP and HDL cholesterol
reported by some investigators might be due to the interference of
factors such as ethnic origin32 39 and the fact that the
associations were not determined in the context of the specific CETP
haplotypes.
In this study, we compared three carefully selected groups that were fully matched for factors known to influence HDL cholesterol levels. Therefore, our findings strongly support the hypothesis that the B1 allele is indeed associated with hypoalphalipoproteinemia. In addition to the TaqIB RFLP, we also identified a highly significant association between the Msp I genotype and plasma HDL cholesterol levels. The M1 allele, like the B1 allele, was associated with low HDL cholesterol. Further studies are needed to investigate the potential of this DNA marker to predict HDL cholesterol levels. The question as to whether the Msp I RFLP is part of a haplotype that includes the TaqIB RFLP will be discussed below.
In contrast to the other CETP gene variants, the Rsa I RFLP affects the primary structure of the CETP protein (Ile405Val).35 Funke and coworkers35 showed that the R1 allele (denoted 405V) was associated with increased HDL cholesterol. In support of these findings, we identified 6%, 13%, and 20% homozygotes for the R1R1 genotype in samples with low, median, and high HDL cholesterol levels, respectively. However, the differences in allele frequency distributions between the three groups reached only borderline statistical significance, and the Rsa I RFLP locus explained only 3.6% of the variance of CETP concentrations in the total population sample. This indicates that a direct or indirect effect of this mutation on CETP will not have significant effects on HDL cholesterol levels in vivo.
The absence of associations between the TaqIA, EcoNI, and BamHI RFLPs and HDL cholesterol levels indicates the importance of studying DNA polymorphisms throughout a candidate gene while performing RFLP association studies.
CETP Gene Variants, CETP Mass, and HDL Cholesterol
Levels
Several studies provide evidence for the presence of an
association between the TaqIB RFLP and CETP
activity9 10 or between this RFLP and plasma HDL
cholesterol levels.9 10 30 31 32 34 However, the relationship
between plasma CETP activity and HDL cholesterol levels has not been
clarified. Freeman et al9 initially reported an inverse
association between HDL and CETP activity in highly selected population
samples for low and high HDL cholesterol levels. However, a different
study34 did not detect an association between the
TaqIB genotype, plasma CETP activity, and HDL cholesterol.
The lack of an association between CETP activity and HDL cholesterol
has also been reported by other investigators.44
The present study, however, provides strong evidence for a correlation between variants of the CETP gene, high CETP concentrations, and low HDL cholesterol levels. First, genetic variation at the loci for TaqIB and Msp I RFLPs explains a significant proportion of the variation in CETP concentrations (ie, 10.6% and 16.8%, respectively) in all subjects investigated, whereby the B1 and M1 alleles were associated with high CETP concentrations. Second, we demonstrated that these alleles are associated with low HDL cholesterol. When we assume a positive correlation between CETP concentration and CETP activity44 and an inverse correlation of these parameters with HDL cholesterol levels, our findings are in agreement with the outcome of a study performed by Hannuksela et al.10 These investigators observed a relation between the TaqIB RFLP and CETP activity that was opposite to that between the RFLP and HDL cholesterol levels in nonalcoholic, nonsmoking male subjects. In an attempt to explain the association between the TaqIB and Msp I RFLPs and plasma HDL cholesterol levels, we suggest that these DNA markers are in linkage disequilibrium with genetic changes that affect the expression of the CETP gene. CETP mass is directly proportional to the cholesteryl ester transfer activity in normal plasma,16 and therefore, the observed differences in HDL cholesterol could result from differences in total enzyme activity.
Another explanation might involve enhanced cholesteryl ester transfer and consequently low HDL cholesterol as the result of higher TG levels (the availability of higher concentrations of TG-rich acceptor lipoproteins)50 51 in the low-HDL group.
To further study the proposed effect of the CETP genotype on HDL cholesterol levels, we estimated the three-marker haplotype frequencies for the TaqIB, Msp I, and Rsa I RFLPs in the three HDL cholesterol classes as described by Long et al.46 These three-marker haplotype distributions differed significantly between the groups with low and high HDL cholesterol. In line with our previous description of associations between the TaqIB, Msp I, and Rsa I genotypes, CETP mass, and HDL cholesterol, the B1-M1-R2 haplotype was overrepresented in the low HDL cholesterol group, whereas the B2-M2-R1 haplotype was overrepresented in the high HDL cholesterol group. To further investigate this finding, we selected for all subjects who were homozygous for either B1-M1-R2 or B2-M2-R1. The former (n=8) exhibited higher CETP concentrations and lower HDL cholesterol than did homozygotes for B2-M2-R1 (n=10) (CETP: 3.30±0.86 versus 2.14±0.65 µg/mL; HDL cholesterol: 0.95±0.25 versus 1.32 mmol/L). In addition, we have estimated the three marker haplotype distributions in CETP mass subgroups that were defined by tertiles of the distribution described in the present study (data not shown). In agreement with our other findings, the B2-M2-R1 haplotype was underrepresented and B1-M1-R2 overrepresented in the group with highest CETP concentrations. In addition, the linkage between the three markers was strongest in the group with highest CETP concentration, as was identified in the group with lowest HDL. Although not obtained from a random population sample, these data illustrate biological consistency between our findings and moreover support the notion that CETP gene variants affect plasma HDL cholesterol levels.
Conclusions
In conclusion, we have demonstrated that heterogeneity at the
CETP gene locus is associated with changes in CETP plasma
concentrations and HDL cholesterol levels. Specifically, we have shown
that common CETP gene variants are associated with
hypoalphalipoproteinemia in healthy men. The association of this
phenotype with an increased risk for atherosclerosis indicates the need
to identify the actual gene change(s) that cause the suggested
differential expression of the CETP gene. Although the
present study permits only speculation about the underlying mechanisms,
our results indicate that the association between specific
CETP gene variants and low HDL cholesterol levels is
mediated by high plasma CETP concentrations. These findings would
support the development of drug treatment of low HDL cholesterol by
inhibitors of the CETP protein. However, Tato et al12
recently reported less CAD in patients with low HDL and high CETP
activity than in subjects with low HDL and normal CETP activity. In
addition, others indicated that CETP activity might inhibit the
progression of atherosclerotic lesions in hypertriglyceridemic
mice.21 These findings clearly illustrate our incomplete
knowledge of the exact role of CETP in atherosclerosis and the need of
further in-depth investigations.
| Selected Abbreviations and Acronyms |
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| Acknowledgments |
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Received December 12, 1995; accepted July 12, 1996.
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