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Effects of gender, age and menopausal status on serum apolipoprotein
concentrations
Short title: Menopause, gender, age and apolipoproteins
Panagiotis Anagnostisa, John C Stevensonb, David Crookc, Desmond G Johnstona, Ian F
Godslanda
aDiabetes Endocrinology and Metabolic Medicine, Faculty of Medicine, Imperial College
London, St. Mary's Campus, London, UK
bNational Heart and Lung Institute, Imperial College London, Royal Brompton Campus, UK.
cClinical Investigations and Research Unit, Royal Sussex County Hospital, Sussex, UK.
Corresponding author:
Ian F Godsland, PhD, Division of Diabetes, Endocrinology and Metabolism, Department of
Medicine, Imperial College London, Room G1, Norfolk Place, London W2 1NH, UK.
email: [email protected]
Keywords: apolipoprotein A-I, apolipoprotein A-II, apolipoprotein B, male gender, ageing,
menopause
Declaration of interests: The authors have no competing interests to disclose
Funding: Panagiotis Anagnostis was supported in this work by the European Society of
Endocrinology and the Endocrine Society (USA), as a part of the International Endocrine
Scholars Programme (IESP). Ian Godsland is supported by the Higher Education Funding
Council for England. No funding source was involved in the analysis or in the writing of the
report.
Word count: 3928
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Abstract
Objective: to undertake a comprehensive evaluation of apolipoprotein risk markers for
cardiovascular disease (CVD) according to gender, age and menopausal status.
Design: cross-sectional analysis of independent associations of gender, age and
menopause with serum apolipoproteins
Participants: apparently healthy Caucasian premenopausal (n=109) and postmenopausal
(n=252) women not taking oral contraceptives or hormone replacement, and Caucasian men
(n=307).
Measurements: Serum apolipoprotein (apo) B, A-I and A-II concentrations were measured,
plus serum total cholesterol, low-density and high-density lipoprotein cholesterol (LDL-C and
HDL-C respectively), triglycerides, cholesterol in HDL subfractions and the apoB/apoA-I,
LDL-C/apoB, HDL-C/apoA-I and HDL-C/apoA-II ratios. Analyses were undertaken with and
without standardization for confounding characteristics and in 5 year age ranges.
Results: Overall, apoB concentrations were highest in men but in women rose with age and
menopause to converge, in the age range 50-55 years, with concentrations in men. The LDL-
C/apoB ratio was generally higher in women than men. ApoA-I concentrations were highest
in postmenopausal women and lowest in men (standardized median (IQR) 144 (130,158) vs
119 (108, 132) g/L, respectively, p<0.001). ApoA-II concentrations were also highest in
postmenopausal women but were lowest in premenopausal women (40.3 (37.5, 44.5) vs
32.9 (30.5, 35.7) g/L, respectively, p<0.001). Nevertheless, postmenopausal women had
HDL-C/apoA-I and HDL-C/apoA-II ratios approaching the lowest ratios, which were seen in
men.
Conclusions: Consistent with adverse effects on CVD risk, male gender, ageing in women
and menopause were associated with increased apoB concentrations, and menopause and
male gender were associated with a decreased cholesterol content of HDL particles.
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Introduction
Studies spanning almost 40 years suggest an increase in cardiovascular disease
(CVD) risk as a consequence of the transition to menopause1, 2, although the influence of
ageing might predominate3. Either way, an important contributor is likely to be a more
atherogenic lipid profile. For example, in our own studies, menopause was associated with
an increase in total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), and
triglycerides (TG), and a decrease in high-density lipoprotein cholesterol (HDL-C)4, 5.
Menopause or ageing in women may, therefore, be associated with a lipid profile that
converges on the more atherogenic profile reported for men. Other theoretically pro-
atherogenic changes with menopause include increases in lipoprotein(a) concentrations6,
central obesity1, endothelial dysfunction7 and systemic inflammation8.
Evaluation of serum concentrations of the protein components of lipoproteins, the
apolipoproteins, could provide further information9, 10. In particular, apolipoprotein B (apoB),
one molecule of which is contained in each LDL particle, can predict ischemic CVD events in
both genders to a greater extent than LDL-C9-12. Moreover, it has been shown that both low
concentrations of apolipoprotein A-I (apoA-I), the main apolipoprotein of HDL, is also
predictive of CVD risk in both sexes beyond the risk predicted by conventional CVD risk
factors9, 10 and other lipid-related measures13. Apolipoprotein A-II (apoA-II), also a component
of HDL, has been much less studied and might exert a protective effect against CVD14,
although we previously reported that apoA-II levels were positively associated with
coagulation factors VIIc and Xc,, suggesting a prothrombotic involvement15.
The few studies comparing apolipoproteins in pre- and postmenopausal women have
generally been of small size and have not included men of comparable age nor discriminated
between effects of menopause and effects of aging16, 17. In the present cross-sectional
analysis we have used subgroup information from a previously-described cohort of pre- and
postmenopausal women and men5 to evaluate effects of gender, menopause and age on
serum concentrations of apoA-I, apoA-II and apoB.
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Subjects and Methods
Study design and subjects
Our previous analysis of effects of menopause, gender and age on lipids and lipoproteins
was undertaken in 1833 individuals5, of whom over a third also had apolipoproteins measured
and are the subject of the present cross-sectional analysis. Participants included healthy
Caucasian pre- and postmenopausal women, recruited mainly from family planning or
menopause clinics or general practices, who had participated in previously-reported studies
of the effects of oral contraceptives (OC) and hormone replacement therapies (HRT) but were
not taking sex steroids at the time of their measurements. Caucasian men participating in an
occupational cohort study were also included. Participants taking drugs likely to affect lipid
metabolism or taking glucose-lowering medications, those with a fasting plasma glucose
concentration of ≥7 mmol/L or with evidence of endocrine conditions or CVD, were excluded
from the present analysis. Apolipoprotein measurements were made on a routine basis, along
with lipids and lipoprotein cholesterol concentrations, in the same laboratory: for
premenopausal women from 1987 to 1991 in the course of studies that began in 1984; for
postmenopausal women from 1994 to 1998 in the course of studies that began in 1987; and
for men from 1992 to 1998 in the course of a study that began in 1971. The apolipoprotein
measurements, therefore, constitute a continuous sample taken during the latter stages of
three different research themes. Premenopausal women were studied between days 21 and
27 of the menstrual cycle. Menopause was defined as amenorrhea for at least 12 months and
elevated gonadotrophin levels (FSH>40 IU/L). The studies from which the data derive
received ethics committee approval and full informed consent was obtained from each
participant.
In the present analysis, an analytical scheme has been adopted identical to that in our
previous analysis of lipids and lipoproteins5. To ensure comparability between the two
analyses, it was important that, in the present analysis, lipid and lipoprotein concentrations for
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the pre- and postmenopausal women and men were representative of those found in our
previous analysis. This was the case for TC, LDL-C and TG concentrations, but for HDL-C
significantly lower concentrations were found in the 190 premenopausal women who had
undergone apolipoprotein concentration measurements (median (IQ range) 1.54 (1.32-1.71)
vs 1.66 (1.42-1.89) mmol/L, p<0.001). Eighty-two premenopausal women were excluded to
achieve a distribution of HDL-C concentrations that would match that of premenopausal
women in our previous, larger study5. This had the effect of increasing the median HDL-
cholesterol concentration to 1.66 mmol/L, with accompanying changes in HDL subfractions
and apoAI and apoAII. However, median concentrations of total cholesterol, triglycerides, LDL
cholesterol and apoB were unaffected. The total study group then consisted of 668 individuals
meeting inclusion criteria.
Laboratory assessments
Serum TC, LDL-C, TG, HDL-C and HDL-C subfraction concentrations were
measured as described previously5. Serum apoA-I, apoA-II and apoB (predominantly apoB-
100, since the samples were obtained in the fasting state) concentrations were measured
using immunoturbidimetry-based commercial kits (Immuno AG, Vienna, Austria) on a Cobas
Mira discrete analyzer [Roche, Basel, Switzerland], as described previously15. Between-batch
coefficients of variation (CV) were 2-4%, 3-4% and 1-3% for apoB, apoA-I and apoA-II,
respectively. CVs were 1-2% for TC and TG, 2-4% for HDL-C, 11% for HDL2-C and 8% for
HDL3-C. Quality control of the assays was monitored according to both internal and external
quality assessment schemes throughout the study period. Measurements were made by a
historically continuous research group and attention was paid throughout to continuity of
standardization.
Statistical analysis
Statistical analyses were carried out in STATA (STATA 13.0, College Station, Tx,
U.S.A.). The apoB/apoA-I, LDL-C/apoB, HDL-C/apoA-I and HDL-C/apoA-II concentration
ratios were calculated. The analysis structure was identical to that adopted for our larger,
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recently-published study of effects on lipids and lipoproteins5 and for our previous study of
effects of menopause on lipids and lipoproteins, published in 19934. Summary statistics for
each group were derived and significant variation between the three groups was explored
using ANOVA, Kruskal-Wallis ANOVA or chi-square test, as appropriate. Then, in an
analysis designed to illustrate the observed variation in apolipoprotein-related variables with
age, means and 95 percent confidence intervals for each variable in 5-year age ranges were
plotted against age range in each of the three groups. Multiple linear regression analyses
were undertaken in each group separately with each apolipoprotein-related variable
predicted by age, BMI, cigarette smoking, alcohol consumption and exercise habit categories
and number of pregnancies. Coefficients were compared between groups to identify
significant differences between groups in variation of apolipoprotein-related variables with
each demographic variable. Using coefficients from the multiple linear regression analyses in
each group, apolipoprotein-related variables were then standardized to a representative age
of menopause of 50 years and BMI of 25 kg/m2, and to zero smoking, alcohol, exercise and
pregnancies. Missing values for demographic variables were imputed (STATA command:
‘impute’ – utilizing best subset regression). Statistically significant differences in variables
between the three groups were then evaluated using the standardized data. An analysis of
standardized data was also undertaken without imputation of missing values for demographic
variables. Effects of menopause, gender and age were evaluated with reference both to raw
data, and to standardised data, with and without imputation.
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Results
After exclusions, there were available for analysis data from 109 pre-menopausal
women (aged 23-44y, mean 32.9y), 252 post-menopausal women (aged 42-73y, mean
57.0y; mean time since menopause, 8.5y) and 307 men (aged 26-82y, mean 52.4y). Group
characteristics are shown in Table 1. As well as for age, there were significant differences
between groups in BMI, smoking, alcohol and exercise. In particular, men had higher BMI
than both pre- and postmenopausal women. Postmenopausal women had also higher BMI
compared with premenopausal women. The highest percentage of current smokers was
found among the premenopausal women. This percentage was also higher in men compared
with postmenopausal women. Premenopausal women had the highest moderate
consumption of alcohol but the men had the highest heavy consumption. Premenopausal
women had the highest percentage of non-aerobic exercisers, whereas men had the highest
percentage of aerobic exercisers (Table 1).
Between-group differences in apolipoproteins and lipid-related variables - unstandardized
analysis
Premenopausal women had lower median apoB, apoA-I and apoA-II concentrations
than postmenopausal women (Table 1). Compared with men, premenopausal women had
lower median apoB, higher apoA-I and lower apoA-II concentrations. Median apoB levels in
postmenopausal women were comparable to those of men and apoA-I and apoA-II
concentrations were higher. The apoB/apoA-I ratio was higher in men compared with both
female groups and higher in postmenopausal compared with premenopausal women. The
LDL-C/apoB ratio was similar in men and premenopausal women, but significantly higher in
postmenopausal women. The median HDL-C/apoA-I and HDL-C/apoA-II ratios were highest
in premenopausal women and lowest in men (Table 1). This pattern of differences was also
seen for the HDL2-C/apoA-I, HDL2-C/apoA-II and HDL3-C/apoA-II ratios (results not shown).
The HDL3-C/apoA-I ratio was lowest in postmenopausal women and highest in
premenopausal women.
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Regarding the lipid and lipoprotein profile, premenopausal women had lower TC, TG,
LDL-C, non-HDL-C levels and TC/HDL-C ratio, but higher HDL3-C levels compared with
postmenopausal women (Table 1). HDL-C was higher in pre-menopausal women at
borderline significance (p=0.07). The same findings, plus significantly higher HDL-C and
HDL2-C, were apparent when premenopausal women were compared with the men.
Compared with the men, postmenopausal women had higher TC, HDL-C and HDL-C
subfraction concentrations, but lower TG concentrations and TC/HDL-C ratio. LDL-C and
non-HDL levels did not differ between men and postmenopausal women.
Variation in apolipoproteins and lipid-related variables with age
The age-related variation underlying the differences in apolipoprotein concentrations
between the groups is illustrated in Figures 1 and 2. ApoB concentrations rose steadily in the
women and levels converged with those in men in the age range 50-55 years. This pattern of
change was also apparent for the apoB/apoA-I ratio. ApoA-I levels were consistently lowest
in men, diverging most from those in women between 40 and 60 years of age. ApoA-II levels
were lowest in pre- and highest in postmenopausal women. The LDL-C/apoB ratio did not
differ between premenopausal women and men but tended to be higher in postmenopausal
women than men, though fully converging above age 65. The HDL-C/apoA-I ratio was lowest
in men and highest in premenopausal women. Similar differences were also seen for the
HDL-C/apoA-II ratio, though with more marked divergences between the groups, and for the
HDL2-C/apoA-I, HDL2-C/apoA-II and HDL3-C/apoA-II ratios (results not shown). The HDL3-
C/apoA-I ratio was lowest in postmenopausal women, highest in premenopausal women but
showed little gender difference over the age ranges studied.
Variation in apolipoproteins and lipid-related variables with individual characteristics
Multiple linear regression analysis models included apolipoprotein-related variables
as the dependent variable and, as independent variables: male gender, post-menopausal
status, age, BMI, smoking, alcohol, exercise and number of pregnancies. In multivariable
regression analysis, significant or borderline significant (p≤0.1) independent associations
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consistent in all three groups included: higher TC and LDL-C with greater age and BMI and
higher TG with greater BMI. Higher TG and lower levels of HDL-C, HDL2-C, apoA-I, HDL2-
C/apoA-I, HDL-C/apoA-II and HDL2-C/apoA-II were significantly associated with greater BMI
among postmenopausal women and men. Premenopausal women and men showed higher
HDL3-C and apoA-II associated with heavy drinking (there were no postmenopausal heavy
drinkers), higher apo-B and apoB/apoA-I associated with greater BMI, lower HDL-C/apo-A-I
associated with light smoking and higher LDL-C/apoB with greater age.
Between-group differences in apolipoproteins and lipid-related variables - unstandardized
and standardised analysis
Differences between the three groups were evaluated in terms of the differences
seen in the raw apolipoprotein-related variable measures reported above (Table 1:
subsequently referred to as analysis 1, which reflects the overall characteristics of the
groups) and in terms of variables standardised to a nominal age at menopause of 50 years,
BMI 25kg/m2 and zero cigarette smoking, alcohol intake, exercise and, for the women, zero
pregnancies (theoretically, most accurately discriminating discrete effects of menopause and
gender). Standardisation was undertaken with imputation of missing values for the above
characteristics (analysis 2, n=668: Table 2) and without imputation (analysis 3, n=588:
results not shown). Numbers of missing values for age, BMI and smoking were 39, 23 and 78
respectively and these were concentrated among the postmenopausal women (39, 21 and
76, respectively).
Relative to postmenopausal women, consistent mean concentration differences in
premenopausal women were: lower apoA-I and apoA-II and higher HDL-C/apoA-II ratio.
ApoB tended to be lower in premenopausal women, though non-significantly in analysis 3
(p=0.2). The apoB/apoA-I ratio showed no consistent differences across the three analyses.
The LDL-C/apoB ratio, which was lower in premenopausal women in the unstandardized
analysis, tended to become higher with standardisation, though not significantly in analysis 2
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(p=0.1). The HDL-C/apoA-I ratio was higher in analyses 1 and 2 but did not differ in analysis
3 (p=0.7).
Relative to men, consistent significant mean concentration differences in
premenopausal women were: lower apoB, higher apoA-I, lower apoA-II, lower apoB/apoA-1
ratio and higher HDL-C/apoA-I and HDL-C/apoA-II ratios. The LDL-C/apoB ratio, which did
not differ in the un-standardised comparison (p=0.1), became higher in premenopausal
women with standardisation (p<0.001, analyses 2 and 3).
Relative to men, consistent significant mean concentration differences in
postmenopausal women were: higher apoA-I and apoA-II, lower apoB/apoA-1 ratio, higher
LDL-C/apoB ratio and higher HDL-C/apoA-II ratio. ApoB did not differ in the unstandardized
analysis (p=0.5) but tended to become lower in postmenopausal women in the standardised
analyses, though not significantly in analysis 2 (p=0.1). The HDL-C/apoA-I ratio in
postmenopausal women was higher in analyses 1 and 3 (p<0.001) but did not differ in
analysis 2 (p=0.7).
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Discussion
In this analysis we have endeavored to differentiate effects of gender, menopause
and aging. ApoB levels were generally higher in men but, in women, progressively higher
levels were seen with age and, independently, with menopause to levels comparable with
those of men. The LDL-C/apoB ratio was positively associated with female gender. Male
gender was consistently associated with a lower apoA-I concentration and menopause with
higher apoA-I and apoA-II. Effects of gender on apoA-II were, however, difficult to distinguish
because of the marked positive effect of menopause - levels began higher in men relative to
premenopausal women but were then overtaken by levels in postmenopausal women. A
lower HDL-C/apoA-I ratio and, more consistently, a lower HDL-C/apoA-II ratio were
associated with male gender and menopause.
In most previously-published studies7, 12, 18-23, and in accord with our current and
previously-published analyses4, 5, menopausal transition is accompanied by a more
atherogenic TC, LDL-C and TG profile, but with less consistency regarding HDL-C
concentrations. Only a few previous studies have included apolipoprotein measurements. In
one study23 postmenopausal women had 8.2% higher concentrations of apoB relative to
premenopausal women without a significant difference in apoA-I. Whereas we found no clear
effect of menopause on the apoB/apoA-I ratio, others have reported it elevated within two
years of menopause24. Few studies have assessed differences in atherogenic profile in terms
of both gender and menopausal status. In a sub-study of 285 individuals from the
Framingham Offspring Study12, premenopausal women had lower TC, TG, LDL-C and apoB
concentrations than men, while post-menopausal women did not differ in apoB
concentrations but had higher TC and LDL-C concentrations than men, which generally
accords with our findings. Both pre- and postmenopausal women had higher apoA-I and
HDL-C concentrations than men, again according with our findings. Further support comes
from a study of 409 individuals from Taiwan25 in which men had higher apoB and lower apoA-
I concentrations than women overall but, as in our study, apoB concentrations were similar
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when men and postmenopausal women were compared. Moreover, postmenopausal women
had higher apoA-I, and apoB concentrations than premenopausal women. Regarding
differences in apoA-II, studies are few and findings conflict. A small study from Japan (n=15
in each group) found no difference between pre- and post-menopausal women with respect
to apoA-II (or apoA-I) concentrations16 but in the previously-mentioned study from Taiwan,
postmenopausal women had higher apoA-II concentrations25, which accords with our
findings. However, apoA-II levels in premenopausal women were not lower than those in
men.
The cholesterol content of LDL particles can be inferred from the LDL-C/apoB ratio
because each LDL particle contains a single apoB molecule. We found no distinct effect of
menopause on LDL cholesterol content but women, especially postmenopausal women,
generally had a more cholesterol-rich LDL particle than men. An evaluation of LDL-C and
apoB concentrations in men (n=1,533) and women (n=1,597) in the Framingham Offspring
Study reported that whereas LDL-C concentrations increased with age more markedly in
women than men after the age of 60, apoB levels increased at a similar rate in both
genders17. As with our findings, these imply a more cholesterol-rich LDL particle in
postmenopausal women relative to men.
Unlike LDL particles and apoB, HDL particles vary in their numbers of apoA-I and
apoA-II molecules. Different approaches have been used to characterize HDL
concentrations, the concentration of plasma cholesterol carried in HDL particles (i.e. HDL-C)
and in cholesterol-rich and cholesterol-poor HDL particles (i.e. HDL2-C and HDL3-C,
respectively) being the most familiar. An alternative has been to discriminate HDL particles
containing apoA-I but not apoA-II (referred to as Lp A-I ), which approximate to HDL2 , and
particles containing both apo A-I and apo A-II (referred to as Lp A-I:A-II), which approximate
to HDL3. In the previously-mentioned study from Taiwan25, postmenopausal women had
higher concentrations of Lp A-I and of Lp A-I:A-II compared with pre-menopausal women,
which accords with our findings. However, the Framingham Offspring study analysis found
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no difference between men and women nor between pre- and postmenopausal women in Lp
A-I:A-II concentrations17.
Mechanisms underlying the effects we observed are likely to mainly reflect the
consequences for lipoprotein metabolism of the presence or absence of oestrogens3. In one
of the few studies there have been of the effects of sex steroids on apolipoprotein
metabolism, oral ethinyl estradiol increased apoA-I and apoA-II concentrations, by 27% and
17%, respectively, with no effect on catabolic rates but with a significant increase in
production rates only detected for apoA-I26. Nevertheless, support for this observation comes
from the in vitro finding that estradiol stimulates newly transcribed hepatic apoA-I mRNA
without any effect on apoA-II synthesis27. By contrast, the ability of oestrogens to lower LDL
apoB concentrations appears to reside in increased clearance rather than decreased
synthesis28. These observations are consistent with the relatively low apoB levels we
observed in pre- relative to postmenopausal women and men and the relatively high apoA-I
levels in premenopausal women relative to men, but the differences in apoA-II levels remain
unexplained.
The data we analysed were not generated on the basis of population sampling but
rather from pools of relatively healthy research volunteers. However, rather than aiming to
arrive at generalizable ranges for apolipoprotein concentrations in the three groups, our
intention was to distinguish discrete effects of gender, menopause and ageing. To that end,
we attempted to minimise as much as possible effects of potential confounding factors on
variation in apolipoprotein concentrations by studying individuals known to be relatively
healthy. We also undertook to further minimise confounding effects by statistical
standardisation, which we performed in each of the three groups separately so as to
minimise any confounding by variation in interactions of gender, menopause and age with
confounding variables (BMI, smoking, alcohol and exercise) in their effects on variation in
apolipoprotein concentrations. There will, nevertheless, have been aspects of population
variation in apolipoprotein concentrations that were not standardised. Abdominal adiposity in
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particular, could be an important factor, particularly with regard to the effects of menopause
29,30. A further limitation of our study was the separation in time between the measurements
made in pre-menopausal women and those in post-menopausal women and men and it is
possible that changes in dietary or lifestyle habits could have affected the differences we
observed. However, the profiles in the premenopausal women were appreciably healthier
than those in the other groups, yet awareness of the benefits of healthy diet and lifestyle
would have been greater during the later sampling period for the men and premenopausal
women. It should also be noted that median apoB concentrations were somewhat lower than
the majority of reported population averages (e.g. Li et al 1996 17). Nevertheless, variation in
apoB concentrations showed the expected associations with other variables, in particular
with LDL cholesterol, with correlation coefficients of 0.88, 0.79 and 0.86 (all p<0.001) for pre-
and postmenopausal women and men, respectively.
With regard to effects of gender, age and menopause on lipid, lipoprotein and HDL
subfraction-cholesterol concentrations, our findings in the present analysis parallel those we
reported and discussed in the larger dataset, which was not restricted to those with
apolipoprotein measurements recorded 5. The present analysis then extends that analysis
with effects on apolipoprotein concentrations and the additional perspectives on lipoprotein
composition that apolipoprotein measurements can offer. Conventionally, LDL particles are
considered to be atherogenic and, since each LDL particle contains one molecule of apoB,
our findings imply postmenopausal women had an atherogenic LDL profile comparable to
that in men and both ageing and menopause may contribute. Effects of menopause on
cholesterol loading of the LDL particle were not consistent, but female gender was generally
associated with higher LDL particle cholesterol content than male, particularly for
postmenopausal women. ApoA-I concentrations were consistently highest in
postmenopausal women and lowest in men, suggesting anti-atherogenic changes in
postmenopausal women. However, our findings regarding cholesterol in HDL and its
subfractions, apoA-II concentrations and ratios between HDL-C and apoA-I and apoA-II
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further suggest that menopause and, to an even greater extent, male gender are associated
with HDL particles that are markedly depleted in cholesterol. To the extent that cholesterol
loading of HDL particles may reflect efficient elimination of cholesterol from tissues, these
relative differences are consistent with pro-atherogenic effects of menopause and male
gender.
There has been controversy over mechanisms underlying the cardiovascular benefits
of therapeutic intervention with statins and possible cardiovascular benefits of
postmenopausal hormone replacement therapy (HRT). Interestingly, both these therapies
can decrease apoB and, therefore, LDL particle number and can increase HDL particle
cholesterol loading, i.e. they reverse the potentially adverse effects of female aging, male
gender and menopause that we distinguished. Detailed evaluations of lipoprotein
composition in the context of large, prospective studies of CVD, both observational and with
intervention, will be needed to clarify the clinical importance of these relationships.
Acknowledgements
We thank the many clinical, scientific, technical, nursing and administrative staff who
contributed to the studies from which the data for this analysis derive.
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Table 1: Group characteristics
Group 11987-1991Premenopausal women (n=109)
Group 21994-1998Postmenopausal women (n=252)
Group 31992-1998Men (n=307)
pGroup 2 v Group 1
pGroup 3 v Group 1
pGroup 3 v Group 2
age (years) 32.9 (5.4) 57.0 (6.5) 52.4 (10.5) <0.001 <0.001 <0.001BMI (kg/m2) 21.6 (1.9) 24.3 (3.0) 26.2 (2.9) <0.001 <0.001 <0.001number of pregnancies 0.5 (1.0) 1.7 (1.6) - <0.001 - -smoking <0.001 0.01 0.04None 83 (76) 166 (93) 267 (88)<15/day 18 (17) 10 (6) 26 (8)≥ 15/day 8 (7) 1 (1) 12 (4)alcohol <0.001 <0.001 <0.001None 4 (4) 138 (55) 26 (8)≤28 units/week 101 (92) 115 (45) 226 (74)>28 units/week 4 (4) 0 (0) 55 (18)exercise <0.001 <0.001 0.001None 50 (46) 146 (58) 136 (44)non-aerobic 49 (45) 41 (16) 47 (16)Aerobic 10 (9) 66 (26) 124 (40)apolipoprotein B (mg/dL) 55 (47, 62) 77 (65, 88) 76 (66, 90) <0.001 <0.001 0.5apolipoprotein A-I (mg/dL) 133 (119, 142) 144 (126, 158) 121 (110, 139) <0.001 <0.001 <0.001apolipoprotein A-II (mg/dL) 36 (33, 38) 41 (37, 45) 39 (36, 43) <0.001 <0.001 <0.001apoB / apoA-I 0.41 (0.35, 0.49) 0.53 (0.43, 0.64) 0.63 (0.52, 0.75) <0.001 <0.001 <0.001LDL-C / apoB x 102 4.31 (4.00, 4.62) 4.59 (4.13, 4.99) 4.36 (4.00, 4.79) <0.001 0.1 <0.001HDL-C / apoA-I x 102 1.25 (1.17, 1.33) 1.10 (1.01, 1.24) 1.06 (0.97, 1.16) <0.001 <0.001 <0.001HDL-C / apoA-II x 102 4.78 (4.11, 5.31) 3.80 (3.29, 4.56) 3.24 (2.83, 3.82) <0.001 <0.001 <0.001total cholesterol (mmol/L) 4.35 (4.01, 4.77) 5.64 (5.07, 6.29) 5.41 (4.77, 6.07) <0.001 <0.001 0.002
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triglycerides (mmol/L) 0.57 (0.43, 0.75) 1.06 (0.83, 1.41) 1.27 (0.86, 1.94) <0.001 <0.001 <0.001calculated LDL cholesterol (mmol/L) 2.35 (1.95, 2.69) 3.47 (2.94, 4.11) 3.34 (2.80, 3.94) <0.001 <0.001 0.1HDL cholesterol (mmol/L) 1.66 (1.53, 1.84) 1.60 (1.33, 1.87) 1.30 (1.11, 1.53) 0.07 <0.001 <0.001HDL2 cholesterol (mmol/L) 0.73 (0.57, 0.91) 0.64 (0.48, 0.89) 0.45 (0.31, 0.64) 0.1 <0.001 <0.001HDL3 cholesterol (mmol/L) 0.93 (0.88, 1.01) 0.91 (0.79, 1.03) 0.83 (0.72, 0.92) <0.001 <0.001 <0.001cholesterol/HDL cholesterol 2.56 (2.28, 2.97) 3.50 (2.91, 4.24) 4.13 (3.31, 5.06) <0.001 <0.001 <0.001non-HDL cholesterol (mmol/L) 2.64 (2.25, 3.06) 4.01 (3.40, 4.61) 3.99 (3.37, 4.79) <0.001 <0.001 0.7
For continuous, normally distributed variables, mean (SD) are shown. For continuous non-normally distributed variables, median (IQ range); categorical variables, n (%) are shown. Sampling periods are given for each group. Significances: ANOVA or t-test for normally distributed variables, Kruskall-Wallis ANOVA for continuous non-normally distributed variables and chi-square for categorical variables all returned p<0.001 for significant variation between the three groups. Post-hoc, between-group comparisons were made using t-test for normally distributed variables, Mann-Whitney U test for continuous non-normally distributed variables and chi-square for categorical variables. Abbreviations: BMI: body mass index, LDL: low-density lipoprotein, HDL: high density lipoprotein, apo: apolipoprotein
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Table 2: Lipid–related variables - standardized analysis
Group 11987-1991Premenopausal women (n=109)
Group 21994-1998Postmenopausal women (n=252)
Group 31992-1998Men (n=307)
pGroup 2 v Group 1
pGroup 3 v Group 1
pGroup 3 v Group 2
apolipoprotein B (mg/dL) 67.0 (62.1, 74.2) 72.4 (63.2, 83.9) 74.6 (63.8, 87.0) 0.002 <0.001 0.1apolipoprotein A-I (mg/dL) 134 (124, 144) 144 (130, 158) 119 (108, 132) <0.001 <0.001 <0.001apolipoprotein A-II (mg/dL) 32.9 (30.5, 35.7) 40.3 (37.5, 44.5) 36.5 (33.0, 40.1) <0.001 <0.001 <0.001apoB / apoA-I 0.50 (0.45, 0.56) 0.50 (0.41, 0.61) 0.64 (0.53, 0.76) 0.9 <0.001 <0.001LDL-C / apoB x 102 4.88 (4.61, 5.13) 4.78 (4.40, 5.18) 4.46 (4.06, 4.79 0.1 <0.001 <0.001HDL-C / apoA-I x 102 1.26 (1.20, 1.34) 1.11 (1.02, 1.23) 1.12 (1.04, 1.22) <0.001 <0.001 0.7HDL-C / apoA-II x 102 5.37 (4.78, 5.80) 4.03 (3.43, 4.59) 3.63 (3.27, 4.13) <0.001 <0.001 <0.001total cholesterol (mmol/L) 5.16 (4.74, 5.46) 5.63 (5.11, 6.29) 5.29 (4.69, 5.94) <0.001 0.1 <0.001triglycerides (mmol/L) 0.41 (0.28, 0.56) 0.92 (0.72, 1.28) 1.12 (0.75, 1.67) <0.001 <0.001 <0.001calculated LDL cholesterol (mmol/L) 3.15 (2.93, 3.50) 3.51 (2.98, 4.07) 3.32 (2.74, 3.86) <0.001 0.1 0.006HDL cholesterol (mmol/L) 1.71 (1.53, 1.88) 1.61 (1.39, 1.88) 1.33 (1.17, 1.56) 0.01 <0.001 <0.001HDL2 cholesterol (mmol/L) 0.76 (0.64, 0.96) 0.73 (0.58, 0.96) 0.57 (0.45, 0.72) 0.3 <0.001 <0.001HDL3 cholesterol (mmol/L) 0.93 (0.85, 0.99) 0.87 (0.77, 0.99) 0.77 (0.67, 0.86) 0.001 <0.001 <0.001cholesterol/HDL cholesterol 3.01 (2.77, 3.29) 3.48 (3.01, 4.15) 3.92 (3.31, 4.79) <0.001 <0.001 <0.001non-HDL cholesterol (mmol/L) 3.40 (3.15, 3.69) 3.95 (3.45, 4.57) 3.91 (3.31, 4.57) <0.001 <0.001 0.3
Standardisation was to age 50 years, BMI 25 kg/m2 and zero smoking, alcohol, exercise and pregnancies: median (IQ range). Sampling periods are shown for each group. Significances: Kruskall-Wallis ANOVA all returned p<0.001 for significant variation between the three groups. Post-hoc, between-group comparisons were made using Mann-Whitney U test.Abbreviations: BMI: body mass index, LDL: low-density lipoprotein, HDL: high density lipoprotein, apo: apolipoprotein
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Figure legends
Figure 1: Mean and 95 percent confidence intervals (derived as back transformed from transformed data, as appropriate ) for apolipoprotein B (Apo B), apolipoprotein A-I (Apo A-I) and apolipoprotein A-II (Apo A-II) concentrations by age: closed circles, continuous line: premenopausal women aged 40-45 or less, postmenopausal women aged 40-45 or more; open squares, dotted line: men. Significances * p<0.05, † p<0.01, § p<0.001
Figure 2: Mean and 95 percent confidence intervals (derived as back transformed from transformed data, as appropriate ) for apolipoprotein B / apolipoprotein A-I (Apo B/Apo A-I) ratio, LDL cholesterol / apolipoprotein B (LDL-C/Apo B) ratio and HDL cholesterol / apolipoprotein A-I (HDL-C/Apo A-I) ratio by age: closed circles, continuous line: premenopausal women aged 40-45 or less, postmenopausal women aged 40-45 or more; open squares, dotted line: men. Significances * p<0.05, † p<0.01, § p<0.001
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