From Robarts Research Institute and Department of Medicine (R.A.H., H.C.)
and Thames Valley Family Practice Research Unit (S.B.H.), University of
Western Ontario, London, Ontario, Canada; and Samuel Lunenfeld Research
Institute, Mount Sinai Hospital, and Department of Medicine, University of
Toronto, Toronto, Ontario, Canada (A.J.G.H., B.Z.).
Correspondence to Robert A. Hegele, MD, Blackburn Cardiovascular Genetics Laboratory, Robarts Research Institute, 406-100 Perth Dr, London, Ontario, Canada N6A 5K8. E-mail robert.hegele{at}rri.on.ca
Proteins involved in intracellular ion transport, such as the
sodium-proton transporter, represent attractive candidates to
study for interindividual genetic differences in susceptibility to
hypertension.2 Altered sodium-proton transporter
activity and enhanced G protein activation have been observed in
immortalized cell lines taken from patients with essential
hypertension.2 3 4 Recently, the molecular basis
for altered intracellular signal transduction affecting ion transport
in immortalized cells in vitro was found to be a single base change
(C
We previously reported a significant association between the
angiotensinogen gene (AGT) T235 variant and both
elevated systolic BP and hypertension in a sample of adult
Canadian Oji-Cree.6 This is a very young study
sample, with a low prevalence of hypertension compared with the rest of
Canada.7 We have been interested in other genetic
determinants of hypertension and related intermediate traits in the
Oji-Cree. Given the reported functional impact of the GNB3
C825T variation,5 we hypothesized that this
variation would be associated with variation in BP in our aboriginal
population sample.
Seven hundred twenty-eight members of this community aged
Biochemical and Genetic Analyses
Statistical Analysis
BP differences between individuals classified by GNB3
genotype were compared by means of an unpaired t
test. In addition, association between GNB3 C825T
genotype and hypertension, defined as systolic BP
>140 mm Hg and/or diastolic BP >90 mm Hg
and/or current use of antihypertensive medication, was evaluated with
Allele and Genotype Frequencies
Genetic Determinants of Variation in Systolic and
Diastolic BP
Pairwise comparisons of least square means for each genotypic class for
the overall study sample are shown in Table 3
Pairwise comparisons of least square means for each genotypic class for
each sex are shown in Tables
4
In a separate ANOVA performed post hoc for systolic BP, there
was no significant interaction term for GNB3
genotype and sex (P=0.17), for GNB3
genotype and BMI (P=0.78), or for GNB3
genotype and AGT genotype
(P=0.28). In a separate ANOVA performed post hoc for
diastolic BP, there was no significant interaction term for
GNB3 genotype and sex (P=0.75), for
GNB3 genotype and BMI (P=0.30), or for
GNB3 genotype and AGT genotype
(P=0.50).
While the frequency of the GNB3 825T allele in subjects
who took antihypertensive medications tended to be higher than in
subjects not on medication (0.571 versus 0.496), this trend was not
nominally significant (Table 6
Our finding in Oji-Cree is inconsistent with the expectation
based on the functional impact of the mutation in vitro and the
association with hypertension in German
subjects.5 Given the increased stimulated binding
of GTP to cells from hypertensive subjects with GNB3 825T
and to insect cells transfected with GNB3 825T, we were not
surprised to observe an association between variation at this site with
systolic BP in the ANOVA. However, we were surprised by the
counterintuitive association revealed in the pairwise comparisons.
There are several possible explanations for the disparity with the
association analysis in the German hypertensive subjects.
First, the phenotype under study was different in the 2
samples: the German cases were ascertained on the basis of a diagnosis
of essential hypertension,5 whereas the Oji-Cree
were ascertained on the basis of community-wide screening. Thus, the
phenotypes were not directly comparable. Furthermore, the mean
age of the German subjects was more than 22 years greater than the mean
age of the Oji-Cree; this additional time might have permitted the
influence of other genetic and/or environmental factors on the
development of hypertension. In addition, the functional impact of the
GNB3 825T allele may differ according to age.
Furthermore, the impact could be different when hypertension has become
an established phenotype. For example, the tendency of
GNB3 825T to predispose to elevated BP at the cellular level
could be adequately overcome, or perhaps even overcompensated for, by
robust counterregulatory mechanisms in younger subjects. Such possible
overcompensation might initially result in lower mean BP in subjects
with GNB3 825T. However, with the passage of time, and with
physical and metabolic changes in the patient, it is
possible that such putative counterregulatory mechanisms may become
fatigued and/or may fail outright. Thus, the phenotype
associated with the GNB3 825T allele in older subjects,
such as the Germans studied by Siffert et al,5
might be hypertension, which could represent the end point
resulting from failure of counterregulatory mechanisms. However, there
would be few precedents in human pathophysiology for such an
explanation.
Alternatively, the genomic change at GNB3 position 825 may
not have functional relevance in the Oji-Cree but may instead be in
linkage disequilibrium with another genetic change at this locus, which
would be the actual molecular basis for the association with variation
in systolic BP. While our hope had been to demonstrate that
this marker for altered in vitro function would be associated
unequivocally with biologically plausible phenotypes, our
results do not exclude the possibility of linkage disequilibrium with
other functional DNA changes within or near GNB3. Even
Siffert et al5 could not fully discount the
possibility of linkage disequilibrium between GNB 825T and
another functional variant at this locus.
Despite a frequency of GNB3 825T of >0.5, only 28 members
of this study group were prescribed antihypertensive medications. The
frequency of the GNB3 825T allele in the subset who were
taking antihypertensive medications was 0.571, which tended to be
higher than the frequency of 0.496 seen in the subset who were not
taking antihypertensive medications. However, the small numbers of
affected subjects limited our ability to detect a statistically
significant association between GNB3 825T and hypertension.
The very young age of the Oji-Cree study sample may have been another
limiting factor. In any event, the current prevalence of hypertension
in this community is lower than that seen in the rest of
Canada.7 Given the very high frequencies of both
GNB3 825T and AGT T235 alleles, it would be
of great interest to follow this community prospectively to observe the
future development of hypertension, especially now that the
GNB3 and AGT genotypes are known.
It is also of interest that the significance of the association between
the AGT T235 allele and systolic BP was reduced
by including the second genetic variable, namely GNB3
825T genotype, in the multivariate
ANOVA. However, the association between the AGT T235
allele and systolic BP is clearly
significant6 when it is the only genetic
variable included in the ANOVA (data not shown). Furthermore, the
nonsignificant interaction term composed of AGT and
GNB3 genotypes suggests that there was no epistasis
between the AGT and GNB3 variation in this study
sample. These findings highlight a possible limitation of
multivariate statistical analysis: it may be
that for small genetic effects on a phenotype, a
multivariate model can soon become crowded with too
many variables, and this could affect the levels of significance
for an independent variable that is a modest determinant of
variation in a dependent variable. Rather than trying to overfit a
model with several genetic variables simultaneously, it
may be more appropriate to perform several analyses using one
genetic variable at a time and to adjust the overall level of
significance for multiple comparisons.
The very high GNB3 825T allele frequency in Sandy
Lake compared with other samples might have resulted from founder
effects involving the ancestors of the contemporary community.
Archaeological studies suggested that hunter-gatherers inhabited the
Sandy Lake region 6000 years ago.6 The current
inhabitants of the Sandy Lake region lived a hunter-gatherer
subsistence until
In summary, we have observed that the presence of the GNB3
825T variant was associated with lower systolic BP in a young,
essentially normotensive study sample of aboriginal people. This modest
association might have been due to a direct
physiological effect of the genetic variation or to
linkage disequilibrium with another functional change at the
GNB3 locus. Secondary genetic or environmental factors may
influence the association of the GNB3 variation with
BP-related phenotypes. Understanding the background of genetic
predisposition to abnormal phenotypes may be important in
native populations, which appear to develop an increased prevalence of
metabolic diseases as their lifestyles change.
Received April 17, 1998;
first decision May 6, 1998;
accepted June 2, 1998.
2.
Rosskopf D, Fromter E, Siffert W. Hypertensive
sodium-proton exchanger phenotype persists in immortalized
lymphoblasts from essential hypertensive patients: a cell culture model
for human hypertension. J Clin Invest. 1993;92:25532559.
3.
Siffert W, Rosskopf D, Moritz A, Wieland T,
Kaldenberg-Stasch S, Kettler N, Hartung K, Beckmann S, Jakobs KH.
Enhanced G protein activation in immortalized lymphoblasts from
patients with essential hypertension. J Clin Invest. 1995;96:759766.
4.
Pietruck F, Moritz A, Montemurro M, Sell A, Busch S,
Rosskopf D, Virchow S, Esche H, Brockmeyer N, Jakobs KH, Siffert W.
Selectively enhanced cellular signaling by Gi proteins in essential
hypertension: G alpha i2, G alpha i3, G beta 1, and G beta 2 are not
mutated. Circ Res. 1996;79:974983.
5.
Siffert W, Rosskopf D, Siffert G, Busch S, Moritz A,
Erbel R, Sharma AM, Ritz E, Wichmann HE, Jakobs KH, Horsthemke B.
Association of a human G-protein beta3 subunit variant with
hypertension. Nat Genet. 1998;18:4548.[Medline]
[Order article via Infotrieve]
6.
Hegele RA, Harris SB, Hanley AJG, Sun F, Connelly PW,
Zinman B. Angiotensinogen gene variation associated with
variation in blood pressure in aboriginal Canadians.
Hypertension. 1997;29:10731077.
7.
MacLean DR, Petrasovits A, Nargundkar M,
Connelly PW, MacLeod E, Edwards A, Hessel P, for the Canadian Heart
Health Surveys Research Group. Canadian Heart Health Surveys: a profile
of cardiovascular risk: survey methods and data
analysis. Can Med Assoc J. 1992;146:19691974.[Abstract]
8.
Hegele RA, Brunt JH, Connelly PW. A polymorphism
of the angiotensinogen gene is associated with variation in
blood pressure in a genetic isolate. Circulation. 1994;90:22072212.
9.
Hegele RA, Evans AJ, Tu L, Ip G, Brunt JH, Connelly
PW. A gene-gender interaction affecting lipoproteins in a genetic
isolate. Arterioscler Thromb. 1994;14:671678.
10.
Hegele RA, Brunt JH, Connelly PW. A polymorphism of
the paraoxonase gene associated with variation in blood pressure in a
genetic isolate. Arterioscler Thromb Vasc Biol. 1995;15:8995.
11.
Hegele RA, Brunt JH, Connelly PW. Multiple genetic
determinants of variation of plasma lipoproteins in a genetic isolate.
Arterioscler Thromb Vasc Biol. 1995;15:861871.
12.
SAS Institute. SAS/STAT Guide for
Personal Computers. Cary, NC: SAS Institute; 1987.
© 1998 American Heart Association, Inc.
Scientific Contributions
G Protein ß3 Subunit Gene Variant and Blood Pressure Variation in Canadian Oji-Cree
![]()
Abstract
Top
Abstract
Introduction
Methods
Results
Discussion
References
AbstractThe subunits of the
heterotrimeric G proteins are attractive candidate gene products
for both susceptibility to essential hypertension and interindividual
variation in blood pressure. There is alternative splicing of exon 9 of
the gene encoding the ß3 subunit of heterotrimeric G proteins
(GNB3) associated with a C
T change at
nucleotide 825, which activates a cryptic splice
site. The 825T allele results in a gene product that is 41
amino acids smaller than the wild-type gene product. G protein
heterotrimers containing the shorter variant are more reactive than
those containing the wild type, and the 825T allele appears to be
associated with essential hypertension. To evaluate whether this
variant is associated with hypertension or blood pressure in other
human samples, we genotyped 447 young adult Oji-Cree for the
GNB3 C825T variation. We found that the frequency of the
GNB3 825T allele was 0.501 in the Oji-Cree, which is
considerably higher than the frequency observed in whites. Furthermore,
genetic variation of the GNB3 nucleotide 825
was significantly associated with variation in systolic
pressure but not diastolic pressure. Specifically, subjects
with the 825T/T genotype had significantly lower
systolic pressure than subjects with the 825C/T and 825C/C
genotypes; the association was independent of sex. Furthermore,
the 825T allele frequency tended to be higher in subjects who took
antihypertensive medications than in subjects who did not (0.571 versus
0.496; P=NS), although this young sample had relatively
few subjects with hypertension. The findings support an association of
variation in this gene with variation in blood pressure.
Key Words: ion channels hypertension, genetic linkage disequilibrium genetics
![]()
Introduction
Top
Abstract
Introduction
Methods
Results
Discussion
References
There have been many reported associations between
hypertension-related phenotypes and DNA markers of candidate
genes.1 However, alleles of very few genes
are consistently related to intermediate phenotypes
across diverse populations.1 Part of the
inconsistency may be due to the fact that most DNA markers
studied thus far do not have a functional impact on the structure or
expression of the gene product. Thus, most reported genetic
associations have been attributed to linkage disequilibrium with
putative functional changes elsewhere at the genetic locus. Since this
may vary between populations, factors such as admixture can result in
false conclusions about genetic associations. One strategy to reduce
such confounding in association studies may be to select DNA markers
that are proven, by various assays, to directly mark a functional
change in the gene of interest. Additionally, identifying the genetic
determinants of an intermediate quantitative phenotype, such as
blood pressure (BP), may help to identify the genetic determinants of a
disease, such as hypertension, which is defined by threshold values
imposed on the quantitative trait.
T) at nucleotide 825 in exon 10 of the GNB3
gene on chromosome 12p13, which encodes the ß3 subunit of
heterotrimeric G proteins.5 The 825T allele
was associated with the occurrence of a splice variant, which produced
a 123base pair deletion due to alternative splicing of exon
9.5 The resultant loss of 41 amino acids from the
Gß subunit encoded by the GNB3 825T allele was
associated with increased stimulated binding of labeled GTP in cell
lines from hypertensive patients and in transfected insect
cells.5 Furthermore, an association
analysis showed that the GNB3 825T allele, which
had an allele frequency of 0.25 in the general, nonhypertensive
German population, was significantly associated with essential
hypertension (odds ratio, 1.44; 95% CI, 1.09 to
1.88).5
![]()
Methods
Top
Abstract
Introduction
Methods
Results
Discussion
References
Study Subjects
The isolated community of Sandy Lake, Ontario, is located
2000 km northwest of Toronto, in the subarctic boreal forest
region of central Canada. Historically, the ancestors of the
contemporary residents of this region lived a nomadic,
hunting-gathering subsistence typical of other native peoples of the
northeastern subarctic. Since the development of the reservation and
residential school systems, the lifestyle changed from very physically
active to very sedentary. The primary source of food changed from
wildlife with roots and berries to processed foods high in animal fats,
which are supplied by a company store.
10 years
participated in the present study.6 Subjects
answered a questionnaire for medical history, which included a question
on the current use of antihypertensive drugs. Physical examination
included determination of body mass index (BMI), defined as
weight/height2 (kilograms per meter squared) and
2 separate BP determinations in the right arm with the subject seated.
Systolic BP was recorded to the nearest 2 mm Hg at
the appearance of the first Korotkoff sound (phase I), and
diastolic BP was recorded to the nearest 2 mm Hg
at the disappearance of the fifth Korotkoff sound (phase V). Blood
samples were obtained with informed consent after a 10-hour fasting
period. Exclusion criteria included age <18 years, a past history of
diabetes mellitus, and an inadequate blood sample for all
determinations. The project was approved by the University of
Toronto Ethics Review Committee.
Blood for lipoprotein analyses was centrifuged
at 2000 rpm for 30 minutes, and the plasma was stored at -70°C.
Fasting plasma concentrations of lipoproteins and apolipoproteins were
determined as described.8 9 10 11 Genotypes
for GNB3 nucleotide 825 were determined with the
use of primers, amplification conditions, digestion with
BseDI (Fermentas), and electrophoresis as
described.5
SAS (version 6.1) was used for all statistical
comparisons.12 The distributions of both
systolic and diastolic BP were significantly
nonnormal in this data set. Therefore, for parametric
statistical analyses, each quantitative variable was
transformed and subjected to analysis of normality as
described.8 9 10 11 ANOVA was performed with the
general linear models procedure to determine the sources of variation
for systolic and diastolic BP, with F tests
computed from the type III sums of squares. This form of sums of
squares is applicable to unbalanced study designs and reports the
effect of an independent variable after adjustment for all other
variables included in the model.6 8 9 10 11
Dependent variables were transformed systolic and
diastolic BP. Independent variables were age, sex, the
natural logarithm of BMI, and current treatment with an
antihypertensive medication. Also included as independent variables
were the AGT codon 235 genotype and the plasma
concentration of apolipoprotein B, since these were previously shown to
be significantly associated with variation in systolic and
diastolic BP, respectively, in the
Oji-Cree.6 In addition, the family identification
number was included as a covariate. Finally, the GNB3 C825T
genotype was also included as an independent variable. To
test for interactions between GNB3 C825T genotype
and either sex, BMI, or AGT codon 235 genotype,
interaction terms were included as covariates in separate post hoc
ANOVA.
2 analysis. The nominal level of
significance was taken to be P<0.05.
![]()
Results
Top
Abstract
Introduction
Methods
Results
Discussion
References
Baseline Phenotypes in Whole Sample
Sufficient DNA and phenotypic information were obtained from 447
adult subjects who had no history of diabetes. Of these, 55% were
women. Baseline clinical features for the overall study sample are
shown in Table 1
.
Twenty-eight subjects took medication for hypertension; almost all of
these took angiotensin-converting enzyme
inhibitors.
View this table:
[in a new window]
Table 1. Baseline Clinical Features of Sandy Lake
Oji-Cree
The observed frequency of the GNB3 825T allele was
0.501, which was more than twice that reported in
Germans.5 The observed frequencies for
genotypes C/C, C/T, and T/T were 0.207, 0.586, and 0.208; these
did not deviate significantly from the frequencies predicted by the
Hardy-Weinberg equation.
The results of the ANOVA are shown in Table 2
. One ANOVA was performed
for systolic BP and 1 for diastolic BP.
Since ANOVA takes multiple comparisons into account, we did not adjust
the levels of nominal significance. For systolic but not
diastolic BP, a significant association with
GNB3 C825T genotype was seen (P=0.022).
None of the other genetic associations was significant at
P<0.05.
View this table:
[in a new window]
Table 2. ANOVA in Sandy Lake
Oji-Cree
. The 93 homozygotes for
the GNB3 825T allele had significantly lower
systolic BP than the 262 heterozygotes and the 92 homozygotes
for the 825C allele (P=0.033 and P=0.0037,
respectively). There was no difference in systolic BP between
the heterozygotes and homozygotes for the 825C allele
(P=0.11). None of the pairwise comparisons for
diastolic BP indicated significant differences between the
genotypes.
View this table:
[in a new window]
Table 3. BP According to GNB3 C825T Genotypes in
Sandy Lake Oji-Cree
and
5
. For both men and
women, the homozygotes for the GNB3 825T allele had
significantly lower systolic BP than the heterozygotes and the
homozygotes for the 825C allele. There were no differences in
systolic BP between the heterozygotes and homozygotes for the
825C allele. None of the pairwise comparisons for
diastolic BP in either sex indicated significant
differences between the genotypes.
View this table:
[in a new window]
Table 4. BP According to GNB3 C825T Genotypes in
Male Sandy Lake Oji-Cree
View this table:
[in a new window]
Table 5. BP According to GNB3 C825T Genotypes in
Female Sandy Lake Oji-Cree
; P=0.32
[NS]). While the odds ratio for taking antihypertensive medication
for T/T homozygotes versus C/C homozygotes was 1.6, this was not
significantly different from 1.0 (95% CI, 0.61 to 5.72). However, our
study was admittedly underpowered with respect to both the numbers of
subjects with a diagnosis of hypertension and those taking
antihypertensive medications to detect differences in frequencies of
this magnitude, which are similar to those found in larger samples of
hypertensive subjects.5
View this table:
[in a new window]
Table 6. Number of GNB3 C825T Genotypes in
Hypertensive Sandy Lake
Oji-Cree
![]()
Discussion
Top
Abstract
Introduction
Methods
Results
Discussion
References
In this study of a young and largely normotensive sample of
aboriginal Canadians, we found (1) a very high prevalence of the
GNB3 825T allele; (2) a significant association between
variation in systolic BP and variation in the GNB3
gene; (3) a significantly lower systolic BP in subjects
homozygous for GNB3 825T than in subjects with the other 2
genotypes; and (4) no significant relationship between a
diagnosis of hypertension and the GNB3 C825T
genotype. This latter finding is not unexpected because the
study sample was very young and there was a low prevalence of
hypertension. Thus, our power to detect a statistically significant
association was limited. Nevertheless, our findings indicate that the
GNB3 C825T genotype, which marks a genomic variant
that has functional consequences in vitro, is significantly associated
with variation in systolic BP. Specifically, among Oji-Cree,
those who were homozygous for this variant had significantly lower
systolic BP than subjects with the other 2 genotypes.
There was no evidence of any interaction between the GNB3
genotype and either sex, BMI, or AGT
genotype.
70 years ago. The present community is largely
descended from 1 clan, which established the present reservation.
Alternatively, selection pressure from a possible advantage of the
allele harboring the GNB3 825T variant may have produced
the present allele frequencies.
![]()
Acknowledgments
This study was supported by grants from the National
Institutes of Health (1-R21-DK44597-01), the Ontario Ministry of Health
(04307), the Heart and Stroke Foundation of Ontario (B-3073), and the
Blackburn Group. Dr Hegele is a Career Investigator (CI-2979) of the
Heart and Stroke Foundation of Ontario. Dr Harris is supported by the
Ontario Ministry of Health Career Scientist Program. We acknowledge the
cooperation of and assistance from the chief and council of the
community of Sandy Lake, the Sandy Lake community surveyors, the Sandy
Lake nurses, and the staff of the University of Toronto Sioux
Lookout program.
![]()
References
Top
Abstract
Introduction
Methods
Results
Discussion
References
1.
Williams RR, Hunt SC, Hopkins PN, Hasstedt SJ, Wu
LL, Lalouel JM. Finding the genes for human hypertension. In: Woodford
FP, Davignon J, Sniderman A, eds. Atherosclerosis
X. Amsterdam, Netherlands: Elsevier Science BV;
1994:856861.
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