© 1999 American Heart Association, Inc.
Atherosclerosis and Lipoproteins |
Coronary and Aortic Calcification Among Women 8 Years After Menopause and Their Premenopausal Risk Factors
The Healthy Women Study
From the Graduate School of Public Health, Department of Epidemiology (L.H.K., K.S.-T.), the Cardiovascular Institute of the UPMC Health System (K.A.M.), and the Division of Cardiology, School of Medicine (D.E.), University of Pittsburgh, Pittsburgh, Pa.
Correspondence to Lewis H. Kuller, MD, DrPH, University of Pittsburgh, Graduate School of Public Health, Department of Epidemiology, 130 De Soto St, Room A527, Pittsburgh, PA 15261. E-mail kuller+{at}pitt.edu
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Abstract |
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Abstract—In the Healthy Women Study, the relationship between cardiovascular risk factors measured premenopausally at age 48, use of hormone therapy, and coronary and aortic calcification at age 58 were evaluated among 169 women. Approximately 63% of women had no coronary calcification, but only 29% had no aortic calcification. Coronary calcification and aortic calcification were positively correlated with each other. There was a very strong association between low density lipoprotein cholesterol (LDL-C) level and coronary calcification. Among women with premenopausal levels of LDL-C <100 mg/dL, only 9% had a coronary calcium score
101 compared with 30% of women with an LDL-C >160 mg/dL. Only 5%
of women with a high density lipoprotein cholesterol
(HDL-C) level >60 mg/dL had high coronary scores. The level of
HDL2-C was especially strongly inversely related to
coronary calcium scores. Cigarette smoking was a very important
determinant of both high aortic and high coronary calcium
scores. Other risk factors associated with greater coronary
calcium were higher systolic blood pressure,
triglycerides levels, and blood glucose. Use of hormone
replacement therapy was associated with less coronary calcium
(NS). For both hormone replacement therapy users and nonusers,
the levels of LDL-C and HDL-C measured premenopausally were predictors
of coronary and aortic calcium scores. Thus, risk factors
evaluated premenopausally are powerful predictors of coronary
and aortic calcification, a marker of atherosclerosis,
measured 8 years after menopause, 11 years later in these women.
Key Words: coronary artery disease • coronary calcification • lipids • smoking • hormone replacement therapy
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Introduction |
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The development of new techniques to measure the extent of subclinical cardiovascular disease, such as carotid duplex scanning and electron beam CT (EBCT), has provided important new approaches to study the relationship of risk factors and cardiovascular disease. In this article, we report the relationship between cardiovascular risk factors measured premenopausally and coronary and aortic calcification for 168 women, as measured by EBCT, in the Healthy Women Study (HWS) at the eighth postmenopausal visit.1 2
In previous reports from the HWS, we evaluated the determinants of
changes in cardiovascular risk factors from the
premenopause, perimenopause, and postmenopause.3 There was
an increase in LDL cholesterol (LDL-C), little change in
total HDL-C, a substantial decline in HDL2-C, and
an increase in HDL3-C. The women gained 
1
pound per year from the perimenopause through the postmenopausal years.
Weight gain was associated with a substantial increase in LDL-C,
triglycerides, and systolic blood pressure and a
decrease in HDL-C levels.4
In this article, we evaluated 2 hypotheses. First, we predicted that the cardiovascular risk factors that predict clinical cardiovascular disease in elderly women would also predict coronary and aortic calcification in middle-aged women. The extensive risk factor assessment was completed when the women were premenopausal and were free from cardiovascular and metabolic diseases, including hypertension, diabetes, and thyroid disease. Second, we predicted that use of postmenopausal hormone replacement therapy (HRT) would influence the relationships between lipids and coronary calcification, given that HRT affects lipid metabolism.
Epidemiological studies have shown that intima-media thickness in the carotid artery is greater in men than in women and that this thickness increases with age in both sexes.5 6 7 The extent of carotid plaque also increases from premenopause to postmenopause and is correlated with traditional cardiovascular risk factors. In postmenopausal women, the extent of carotid intima-media thickness is a strong predictor of the subsequent risk of clinical coronary disease.5
The extent of aortic calcified plaque as measured by routine x-rays in either the thoracic or abdominal aorta increases with age in women from the premenopause through the postmenopause.8 9 Women who had undergone a bilateral oophorectomy had a 5-fold greater risk of having calcifications of the abdominal aorta. Calcification in both the thoracic and abdominal aortas has been associated with an increased risk of cardiovascular disease among both men and women.10
The measurement of coronary calcification by EBCT is a more direct approach for noninvasively measuring the extent of coronary artery disease.11 Previous studies have shown that coronary artery calcification is related to the extent of coronary atherosclerosis and is greater in patients with myocardial infarction.12 13 Coronary artery calcification increases with age in both sexes and is substantially greater in men than in women, especially in the younger age groups.14 15
The extent of coronary calcification in the coronary arteries has been associated with a substantial increase in risk of clinical coronary heart disease.16 17 The amount of calcification found on EBCT examination was much greater in women who had coronary heart disease compared with women without this disease.15 Thus, in the 50- to 59-year age group, only 14% of women without clinical coronary artery disease had coronary calcium compared with 40% of the women with a history of or symptomatology related to clinical coronary artery disease.
There have been only 2 previous population-based studies that used EBCT in younger individuals. Preliminary data from the CARDIA (Coronary Artery Risk Development In young Adults) study of 128 participants aged 28 to 40 years noted that the prevalence of any calcium in the coronary arteries was 52% in black men, 30% in black women, 48% in white men, and 32% in white women.18 In the Muscatine (Iowa) Study, the extent of coronary artery calcification by EBCT was evaluated in 197 men and 187 women who had risk factors measured at a mean age of 15 years and again at ages 27 and 33.19 The subjects were between 29 and 37 years at the time of the EBCT measurements. The prevalence of coronary calcification was 31% in men and 10%20 in women. Risk factors measured in young adult life that were related to calcification included weight, body mass index (BMI), skinfold thickness, systolic blood pressure, diastolic blood pressure, higher triglyceride levels, and lower HDL-C.
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Methods |
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Detailed descriptions of the HWS have been previously published.2 21 A total of 541 premenopausal women were recruited in 1983 and 1984 to study the changes in their biological and behavioral characteristics as they progressed from premenopause to perimenopause to postmenopause. The women (aged 42 to 50 years) were recruited from driver's license lists within selected zip codes in Allegheny County, Pennsylvania. They were initially interviewed by telephone to determine eligibility: experienced menstrual bleeding within the previous 3 months, had not undergone surgically induced menopause, had a diastolic blood pressure <100 mm Hg, and were not using medications known to influence the risk factors in the study, such as lipid-lowering agents, insulin, thyroid hormone, estrogens, antihypertensive drugs, or psychotropic medications. Approximately 90% of the women contacted agreed to the telephone interview, and 60% of the eligible women were recruited to the study.
Women were evaluated in the clinic after a 12-hour fast. Blood samples were obtained for measurement of serum lipoproteins and apolipoproteins. Blood pressure was measured according to the MRFIT (Multiple Risk Factor Intervention Trial) protocol. A glucose load of 75 g was administered with blood sampling before and 2 hours afterward. A 24-hour food-recall interview was administered by trained nutritionists.
Women reported their menstrual status on postcards that were completed each month. Menopause was defined as the cessation of menses for 12 months or the cessation of menses and initiation of HRT for a combined total of 12 months. Each menopausal woman was then scheduled for a follow-up evaluation, which was identical in most respects to the baseline evaluation. Menopausal evaluations were done at 1, 2, 5, and 8 years after menopause. Levels of total cholesterol, HDL-C, HDL subfractions, and triglycerides were measured in the lipid laboratory of the Graduate School of Public Health, which had been certified by the Centers for Disease Control and Prevention, Atlanta, Ga. LDL-C was estimated with the Friedewald equation. Levels of apoA1 and apoB were measured by electroimmunoassay. Plasma glucose levels were determined by enzymatic assay and plasma insulin by radioimmunoassay. Physical activity was measured in kilocalories per week on the basis of the women's report of their use of leisure-time physical activity during the previous week.2 Carotid duplex scanning was also done at either the fifth or the eighth postmenopausal examination.22
Follow-up to date has been excellent. At the time of eligibility for the eighth postmenopausal examination, there have been 7 deaths and 51 women have dropped out, 32 of the 51 between baseline and the first postmenopausal examination. Of the remaining eligible women, 109 are active study subjects but have not yet become eligible for their eighth examination, and of the remaining 374, 305, or 82%, have had a clinical evaluation and 72, or 18%, are being followed up by mail or telephone contact.
Women after their eighth postmenopausal examination were invited to have an EBCT of the heart and the aorta. To date, only 7 women invited for the EBCT study have refused the examination. The characteristics of the women in the EBCT study are similar to all women who have visited the clinic for their eighth postmenopausal examination. The EBCT studies were performed with an Imatron C150 EBCT scanner (Imatron). We obtained 30 to 40 contiguous, 3-mm-thick transverse images from the level of the aortic root to the apex of the heart. Images were obtained during maximal breath-holding by using ECG triggering so that each 100-ms exposure was obtained during the same phase of the cardiac cycle, 80% of the RR interval. During a second pass, 6-mm contiguous images of the aorta (30-ms exposure) were obtained from the aortic arch to the iliac bifurcation. Calcium scores were calculated by the method of Agatston et al23 with a densitometric program available on the Imatron C150 scanner.
In a previous report, we demonstrated very high reproducibility of both
the coronary and aortic scans. The reproducibility of both
coronary arteries was extremely high, with an intraclass
correlation of 0.99 for the coronary score and of 0.98
for the aortic score.24 These high correlations are
partially due to the wide range of calcification noted in these
studies.
The distribution of calcium scores in both the aorta and
coronary arteries was very skewed, and there is no ideal method
of normalizing these scores. For example, in this study, 63% of the
women had a coronary calcium score of zero; the 75th percentile
was a calcium score of 13; the 90th percentile, 138; and the 95th
percentile, 332. Likewise for the aorta, 29% had scores of zero; the
50th percentile was a score of 45; the 90th percentile, 770; and the
95th percentile, 1721. In the analysis we therefore treated the
calcium score as a discrete rather than a continuous variable. The
coronary calcium scores were divided into zero, 1 to 10, 10 to
100, and 101 or greater. The aorta scores were divided into zero, 1 to
300, or 300+.
Statistical analysis was conducted using the SPSSX statistical packages. The frequency distribution of each of the independent variables was evaluated. Logarithmic transformation was used on skewed measures and nonparametric tests were run when the variables were not normally distributed. Independent t tests, 1-way ANOVA, and tests of linearity were conducted.
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Results |
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Characteristics of the Study Sample
There were 168 women who had detailed EBCT evaluations. There were 166 women who had scans of the aorta. The mean age at baseline was 48 years and at the eighth postmenopausal visit, at the time of the EBCT, 59 years. There was an average of 11 years between baseline and EBCT examinations. Ninety-one percent of the participants were white (Table 1
), and 50% of the women had a college
education or higher. At the eighth postmenopausal examination, 50%
of the women were on HRT (84), and 66 of the 84 (79%) were on estrogen
and progesterone (Table 1). At the baseline examination, 49 of
the women (28%) were cigarette smokers. The distribution of other risk
factors at baseline is also shown in Table 1.
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Prevalence of Calcification
There was a much higher prevalence of calcification in the aorta
compared with that in the coronary arteries. Sixty-three
percent of the women had no calcification in the coronary
arteries compared with only 27% who had no calcification in the aorta
(Figure 1). There was a very high
correlation between coronary and aortic calcium scores,
r=0.44 (P=0.001). For example, of women who had a
coronary calcium score of zero, 37% also had a zero aortic
calcium score, whereas for those who had coronary calcium
scores 101, 71% had aortic calcium scores >300 and only 5% had a
zero aortic calcium score (Figure 2).
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Risk Factors for Aortic and Coronary Calcification
The distribution of risk factors for both coronary and
aortic calcium scores is shown in Tables 2 and 3.
The LDL-C, HDL-C, HDL2-C, systolic blood
pressure, 2-hour blood glucose levels, triglycerides, apoB,
and BMI were significantly related to coronary calcification
scores (Table 2). These same risk factors were also related to
aortic calcium scores, except for a weaker association with BMI and
2-hour glucose, and a significant association with fasting glucose
(Table 3). Serum insulin was not related to either aortic or
coronary calcification.
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There was a very strong relationship between baseline LDL-C levels and
coronary calcium scores. Seventy-one percent of the women with
an LDL-C <100 mg/dL had no coronary calcification, whereas for
women with an LDL-C >160 mg/dL, only 20% had a zero calcium score and
30% had scores 101. There were 21 women who had coronary
calcium scores 101. Only 3 (or 14%) of these 21 women had a high
LDL-C (160 mg/dL) at their premenopausal examination (Figure 3) because only 10 women had an LDL-C
160 mg/dL.
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Women with a lower HDL-C had a much higher prevalence of
coronary calcification. Thirty-two percent of the women with an
HDL-C <45 mg/dL had no coronary calcium compared with 77% of
those with an HDL-C >60 mg/dL (Figure 4). Similarly, 32% of the women with an
HDL-C <45 mg/dL had a coronary calcium score 101 compared
with 5.3% of those with an HDL-C >60 mg/dL. The association of
aortic calcification and HDL-C was similar to that for coronary
calcium scores for women with an HDL-C <60 mg/dL: 40% had aortic
calcium scores >300 compared with only 11% for women who had an HDL-C
>60 mg/dL (P=0.000). The association of HDL-C and
coronary calcification was much stronger for
HDL2-C compared with HDL3-C
(Table 2
). Both HDL2-C and
HDL3-C were significantly related to aortic
calcification (Table 3). We also evaluated the relationship
between aortic and coronary calcium scores as a continuous
variable and risk factors by using Spearman rank correlations (see
Table 7 in the Appendix). The results are
similar to the categorical analysis shown in Tables 1 and 2.
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Use of HRT and Other Drug Therapies
At the time of the first postmenopausal examination, 34% of the
women were on HRT; at the second postmenopausal examination, 38%; at
the fifth postmenopausal examination, 49%; and at the eighth
postmenopausal examination, 50%. Of those women who were on HRT at the
eighth postmenopausal examination, 52% had been on HRT at the first,
61% at the second, and 87% at the fifth postmenopausal examination.
Twenty-two of 95 women (23%) on HRT at the first postmenopausal
examination had stopped hormone therapy by the eighth postmenopausal
examination. Most of the women (78%) were on a combination of estrogen
and progesterone at the eighth postmenopausal examination. Only 7% of
women were on lipid-lowering drug therapy at the eighth postmenopausal
examination, 9% were on antihypertensive drug therapy, and 8% were on
thyroid medication. There were 3 women who reported drug therapy for
diabetes (1.8%), and 4% were on major psychiatric drugs. There was no
statistically significant difference in the extent of coronary
(P=0.18) or aortic (P=0.09) calcification between
hormone users and nonusers.
The relationship between HRT and LDL-C at baseline was evaluated
by dividing the participants into those with an LDL-C <130 mg/dL and
those with an LDL-C >130 mg/dL (Table 4)
and then comparing the extent of coronary or aortic
calcification by HRT use. The measurements at baseline, as noted, were
premenopausal and before the women were placed on HRT, usually at least
3 to 4 years later. As noted in Table 4, for both HRT users and
nonusers, the LDL-C level was an important significant
determinant of the extent of coronary calcification. There was
an 10-fold difference in the prevalence of coronary calcium
scores 101 between those with an LDL-C <130 mg/dL on HRT compared
with women with an LDL-C >130 mg/dL and not on HRT.
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The association of LDL-C and HRT use at the eighth postmenopausal examination and aortic calcification was very similar to that for coronary calcification (not shown). The prevalence of aortic scores >300 varied from 17% for women with an LDL-C <130 mg/dL who were on HRT at the eighth postmenopausal examination to 64% (9 of 14) for women with an LDL-C >130 mg/dL who were not on HRT. The relationship between LDL-C and the extent of aortic calcification was significant for women on and not on HRT (data not shown).
We performed a similar analysis by using HDL-C cutoff values of
>60 and <60 mg/dL at baseline. Women with an HDL-C <60 mg/dL had a
much higher prevalence of high coronary calcium scores and were
much more likely to have some coronary calcification. Forty-six
of the 86 women on HRT (53%) had an HDL-C >60 mg/dL at baseline, and
their prevalence of high coronary calcium scores was only 4%.
Only 6% of women with an HDL-C >60 mg/dL who were not on HRT (n=32)
had a high coronary calcium score, ie, 101. An HDL-C >60
mg/dL was associated with a very low risk of high coronary or
aortic calcium scores, irrespective of the use of HRT.
The distribution of coronary calcification by LDL-C and HDL-C
was then evaluated. We divided the LDL-C into <130 or >130 mg/dL and
the HDL-C into <60 or >60 mg/dL. The prevalence of both no
calcification and of high scores was strongly related to the
combinations of LDL-C and HDL-C. Only 21% of women in the high-risk
group with an LDL-C >130 mg/dL and an HDL-C <60 mg/dL (n=24) had no
coronary calcium, and 9 of these (38%) had a coronary
calcium score 101. On the other hand, for the low-risk women with an
LDL-C <130 mg/dL and an HDL-C >60 mg/dL (n=69; 41% of the women),
only 3 (4%) had coronary calcifications 101 (an 9-fold
difference in the prevalence of high calcium scores). Similarly, 77%
of these low-risk women (ie, with an LDL-C <130 mg/dL and an HDL-C
>60 mg/dL) had no coronary calcification. The results with
regard to aortic calcification were similar. Fourteen of the 23 women
(62%) with an LDL-C >130 mg/dL and an HDL-C <60 mg/dL had aortic
calcium scores 300 compared with 6 of 65 (10%) with an LDL-C <130
mg/dL and an HDL-C >60 mg/dL, a 6-fold difference.
Cigarette Smoking
Cigarette smoking at baseline (premenopausal) was very strongly
associated with both coronary and aortic calcification. There
was an 3-fold higher prevalence of high coronary scores
101 among cigarette smokers compared with non–cigarette smokers.
Nonsmokers had a much higher prevalence of zero calcium scores in the
coronary arteries (69%) and aorta (35%, Figure 5).
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There was also a very strong interrelationship between LDL-C levels,
cigarette smoking, and calcium scores. Of the cigarette smokers at
baseline with an LDL-C >130 mg/dL,13 6 (46%) had
coronary calcium scores 101 compared with only 6% of 101
women who had an LDL-C <130 mg/dL and who were nonsmokers at baseline,
again about a 7-fold difference. The relationship with aortic
calcification was similar. Cigarette smokers with an LDL-C >130 mg/dL
(8 of 11, or 73%) had aortic calcium scores 300 compared with only
17% (16 of 96) who were nonsmokers and had an LDL-C <130 mg/dL, an
5-fold difference.
We then further subdivided the population on the basis of LDL-Cs >130
or <130 mg/dL, HDL-Cs >60 or <60 mg/dL, and as cigarette smokers or
non–cigarette smokers at the baseline examination. Because of the
relatively small number of individuals in any 1 cell, we
analyzed the data by the absence or presence of
coronary calcification and also by scores 101. Of the smokers
with an LDL-C >130 mg/dL and an HDL-C <60 mg/dL (n=10), 9 (90%) had
some coronary calcification and half had coronary
calcium scores 101. In contrast, for the 56 nonsmokers with an LDL-C
<130 mg/dL and an HDL-C >60 mg/dL, only 11 (20%) had any
coronary calcification and only 4% had coronary
calcium scores >101. Approximately 1/3 of the women in this
study would be classified as being at very low risk (ie, nonsmokers
with an LDL-C <130 mg/dL and an HDL-C >60 mg/dL). They had very
little coronary and aortic calcification at their eighth
postmenopausal examination (Table 5).
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Fasting Triglyceride Levels
There was a significant association between fasting blood
triglyceride levels and both aortic and coronary
calcification (Tables 2 and 3). Women who had baseline
fasting triglyceride levels <100 mg/dL were at low risk of
coronary and aortic calcification: 69% had no coronary
calcification and 30% no aortic calcification (not shown).
We evaluated the relationship between triglyceride levels
>100 and <100 mg/dL by LDL-C for participants with an HDL-C <60
mg/dL. Women with an HDL-C >60 mg/dL had practically no significant
coronary artery calcification, irrespective of their LDL-C or
triglyceride levels. As shown in Table 6, a high triglyceride level
(>100 mg/dL) was associated with high coronary artery calcium
scores 101, primarily for women with an LDL-C 130 mg/dL. For women
with an LDL-C <130 mg/dL, there was little association with
triglyceride levels and coronary artery
calcification or high coronary calcium scores.
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The level of apoB (Tables 2 and 3) was strongly related
to the extent of both coronary and aortic calcification. The
sample size was not large enough to determine whether apoB levels were
a better predictor of coronary and aortic calcification
compared with LDL-C levels.
BMI and Waist Circumference
There was only a weak association between baseline BMI and aortic
or coronary calcification (Tables 2 and 3). Among
women with a BMI <25 kg/m2 (n=108), 12% had
high calcium scores 101 and 67% had calcium scores of zero (not
shown). There were 45 women with a BMI between 25 and 30
kg/m2: 11% had coronary calcium scores
101 and 68% had zero calcium scores, very similar to the results for
women with a BMI <25 kg/m2. However, for the 17
women with a BMI 30 kg/m2, only 29% had zero
calcium scores and 18% had high calcium scores 101. The weak
association between BMI and coronary calcium scores could have
been confounded by cigarette smoking status. There was no significant
association of coronary or aortic calcification and level of
BMI for non–cigarette smokers at the baseline examination. The
distribution of BMI by smoking status was also similar (ie, smokers and
nonsmokers had a similar distribution of BMI). The study initially
excluded women who were having abnormal menstrual periods and who were
hypertensive or diabetic and therefore may have excluded women at
higher risk associated with BMI.
The association between baseline BMI and aortic scores was even weaker
than that for coronary calcification. Twenty-five percent of
women with a BMI <25, 28% with a BMI between 25 and 30, and 33% with
a BMI >30 kg/m2 had aortic calcium scores 300
(not significant). Neither suprailiac nor triceps skinfold, as measured
at baseline, was associated with greater coronary or aortic
calcium scores.
The waist circumference was not evaluated in 1983 to 1984 for most of the women in the study. At the first postmenopausal examination, however, waist circumference was added and waist-hip ratio was also calculated. This first postmenopausal waist circumference was very strongly related to coronary calcium scores (P=0.004) but less strongly to aortic scores (P=0.07). Only 27% of the women with a waist circumference <80 cm had any coronary calcium compared with 71% of women with a waist circumference >88 cm. The first postmenopausal BMI was significantly related to coronary calcium scores (P=0.01) but only weakly to aortic calcium scores (P=NS).
ApoE Genotype
Participants in the HWS with the apoE4 genotype had higher
LDL-C levels both before and after menopause. For example, in the
current sample, the baseline LDL-C was 86 mg/dL for women with the apoE
3-2 genotype, 111 mg/dL for those with apoE 3-3, and 117 mg/dL
for those with apoE 4-3 (P=0.006 for linear
trends).25 We found a positive but nonsignificant
association between the apoE 4 genotype and coronary
calcification: 4.5% of those with 3-2 (n=22), 11.5% (n=113) with 3-3,
and 21% (n=29) with 4-3 had coronary calcium scores 101. The
association between apoE genotype and coronary
calcification, however, was confounded by the use of HRT. For women who
were not taking HRT, there was a strong, significant association
between apoE genotype and coronary calcium scores: 92%
of those with 3-2 (n=12), 57% of those with 3-3 (n=51), and only 33%
(n=15) of those with 4-3 had no coronary calcium
(P=0.04). There was no association of coronary
calcium score and apoE genotype for women on HRT. The largest
difference between HRT users and non–HRT users in extent of
coronary calcium was for women with an apoE 4 genotype.
These results are based on a small sample size but suggest the
potential interaction between apoE genotype and HRT.
Other Risk Factors
Exercise and alcohol intake were both related to higher HDL-C and
HDL2-C in the HWS.26 There was,
however, no significant association between the baseline exercise
levels and either aortic or coronary calcification. The alcohol
consumption of women was low. There was also no relationship between
alcohol consumption and either coronary or aortic
calcification. These results were similar for women on and not on HRT.
Neither the presence of thyroid antibodies nor thyroid-stimulating
hormone levels were related to coronary or aortic
calcification.
Multiple Logistic Regression Analysis
We performed an exploratory multiple logistic regression
analysis of the determinants of a high calcium score 101 and
a second analysis for a high aortic calcium score 300. The
sample sizes were relatively small. Only 21 of the women had
coronary calcium scores 101 and 38 women with an aortic
calcium score 300. Therefore, the confidence interval around the
point estimates are very wide.
In the multiple logistic regression analysis for
coronary calcification, the OR for a 20-mg/dL increase in LDL-C
was 1.42 (95% CI, 0.98 to 2.1); for an HDL-C increase of 10 mg/dL,
0.53 (95% CI, 0.03 to 0.93); for a 10-mm Hg increase in
systolic blood pressure, 1.39 (95% CI, 0.86 to 2.3); and for
smokers versus nonsmokers, 2.23 (95% CI, 0.71 to 7.0). None of the
other variables such as waist circumference, BMI,
triglycerides, or glucose contributed to the risk
prediction. The combination of these 4 variables (ie, a 20-mg/dL
increase in LDL-C, a 10-mg/dL decrease in HDL-C, a 10-mm Hg increase
in systolic blood pressure, and being a cigarette smoker) was
associated with an 8.5-fold increased risk of having a
coronary calcium score 101.
For an aortic calcification score >300, a 20-mg/dL increase in LDL-C
was associated with an OR of 1.33 (95% CI, 0.98 to 1.8); a 10-mg/dL
increase in HDL-C with an OR of 0.70 (95% CI, 0.47 to 1.0); a
10-mm Hg increase in systolic blood pressure with an OR of
1.54 (95% CI, 0.99 to 2.4); and smoking with an OR of 1.87 (95% CI,
0.72 to 4.8). Again, none of the other risk factors contributed to risk
predictions. The combination of these 4 risk factors was associated
with a relative risk of having a high aortic calcium score 300 of
5.4-fold.
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Discussion |
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TopAbstractIntroductionMethodsResultsDiscussionReferences |
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The present report is 1 of the few longitudinal analyses of the relationships between risk factors and coronary calcification based on EBCT. It is the first study to evaluate the relationship of the risk factors measured premenopausally to the extent of subclinical disease in the coronary arteries measure by EBCT among postmenopausal women. The results are striking. LDL-C levels were a powerful predictor of the extent of coronary and aortic calcification. An HDL-C >60 mg/dL resulted in virtual immunity to the development of significant coronary or aortic coronary calcification. Cigarette smoking among premenopausal women was a powerful predictor of aortic and coronary calcification, especially in combination with an LDL-C level >130 mg/dL. Other key risk factors, such as systolic blood pressure, triglyceride levels, and waist circumference, were also determinants of the extent of coronary and aortic calcification in this longitudinal analysis.
The relationship of the risk factors, especially LDL-C, to the extent
of coronary and aortic calcification is modified by HRT. Women
on HRT at their eighth postmenopausal examination, many of whom had
been on long-term HRT since their first postmenopausal visit, had a
lower prevalence of extensive coronary calcification, ie, a
score 101. The relationship between HRT use and subsequent
coronary calcification was strongly related to the LDL-C levels
at premenopause. Only 4% of women with a baseline premenopausal LDL-C
<130 mg/dL and on HRT had coronary calcium scores 101
compared with 22% of women on HRT with an LDL-C >130 mg/dL.
Similarly, women not on HRT with an LDL-C <130 mg/dL had only a 12%
prevalence of high coronary calcium (ie, score 101) compared
with 40% of women who were not on HRT and who had an LDL-C >130
mg/dL. The majority of women (68 of the 86, or 79%) on HRT had LDL-C
levels <130 mg/dL at baseline before therapy and were "at low
risk."
Only 4% of the women on HRT and 6% of women not on HRT with an HDL-C
>60 mg/dL at the premenopausal visit had coronary calcium
scores 101. Yet again, 46 (53%) of the 86 women on HRT would be
considered to be at very low risk (HDL-C >60 mg/dL). There was little
evidence that the selection for HRT was in any way related to the
premenopausal cardiovascular risk status, except for a
lower prevalence of cigarette smoking among HRT-treated women.
The combination of LDL-C and HDL-C identified groups of women with a
>9-fold difference in the risk of high calcium scores and an almost
4-fold difference in the likelihood of having no coronary
calcium at all. Women with an LDL-C >130 and an HDL-C <60 mg/dL were
at high risk (38% risk of having high calcium scores 101) versus
only 4% for those with an LDL-C <130 and an HDL-C >60 mg/dL.
However, of the 21 women (13%) with high calcium scores in their
coronary arteries, only 9 of 21 (43%) were in the high-risk
category and an equal number, 8 of 21 (38%), had an LDL-C <130 and an
HDL-C <60 mg/dL. Thus, including only the high-risk women (ie, based
on LDL-C and HDL-C) for further evaluation and treatment would miss
more than half of the high-risk women. Similarly, 10 of the 24 (42%)
high-risk (ie, LDL-C >130 or HDL-C <60 mg/dL) had very low
coronary calcium scores, approximately the same as the number
of women who had very high calcium scores. Treatment decisions such as
lipid-lowering therapy based only on LDL-C and HDL-C levels during
premenopause (even though there was a very high relative risk) would
result in exclusion of the majority of women who subsequently had high
coronary calcium scores and the inclusion of many women who had
minimal or no risk of high coronary calcium scores.
The addition of cigarette smoking to a model enhances its predictive
power. Among smokers with an LDL-C >130 an HDL-C <60 mg/dL, 86% had
evidence of any coronary calcification compared with only 17%
of women who were nonsmokers with an LDL-C <130 and an HDL-C >60
mg/dL. However, only 28% of the women were cigarette smokers at the
baseline examination. Including only cigarette smokers with high LDL-Cs
and low HDL-Cs identifies a small but very-high-risk group of women but
misses the majority of women with any degree of coronary
calcification. Thus, of the 63 women who had any coronary
calcification, only 8 of them (12%) were in this higher-risk category,
ie, smokers with an LDL-C >130 and an HDL-C <60 mg/dL, although their
relative risk of calcification compared with nonsmokers with an LDL-C
<130 and an HDL-C >60 mg/dL was 5-fold.
There was a very high correlation between coronary and aortic calcium scores. The aortic calcium scores were higher than those for the coronary arteries. Among the women with zero coronary calcium scores, only 37% also had a zero aortic score; 49% had an aortic score of 1 to 300, and 14% had a score >300. Previous pathology studies have shown that the sex difference for aortic atherosclerosis is much smaller than for coronary atherosclerosis and that aortic disease may begin earlier than coronary atherosclerosis. The risk factors for both coronary and aortic atherosclerosis were very similar.27 28 It is possible that aortic calcification develops before coronary calcification among these women. Measures of aortic calcification by EBCT may be useful for identifying women, even in the premenopause, who are likely to subsequently develop high amounts of coronary calcification and coronary atherosclerosis and therefore are at increased risk of clinical coronary heart disease.
A large number of high-risk women in this study (based on their elevated risk factors) had minimal calcification in their coronary arteries and aorta. It is possible that some of these women did have calcification in the aorta, earlier disease, or noncalcified but extensive atherosclerotic disease. The HWS also included measures of carotid intima-media thickness and plaque index.22 A high plaque index or wall thickness might be an indicator of noncalcified atherosclerotic disease.
We first evaluated whether the women with an LDL-C >130 mg/dL and a
coronary calcium score of zero had any evidence of
calcification in the aorta. Of the 12 women in this category with
aortic measurements, only 1 had an aortic calcium score >300 compared
with 9 of 10 women with an LDL-C >130 mg/dL and a coronary
calcium score 101. Only 2 of the 12 women with an LDL-C >130 mg/dL
and a zero calcium score had a carotid plaque index >2 compared with 6
of 9 women with an LDL-C >130 mg/dL and a calcium score 101. Also,
only 2 of these 12 women were in the top quartile of carotid
intima-media thickness. The women with high LDL-Cs (>130 mg/dL) and
zero calcium scores in the coronary arteries had a low overall
prevalence of subclinical vascular disease, both carotid and
aortic.
We then evaluated the women with an LDL-C <130 mg/dL and
coronary calcium scores 101 (n=11). Five of these 11 were
cigarette smokers at baseline examination (Table 5). Ten of
these 11 had some aortic calcium and 6 of the 11 (55%) had an aortic
calcium score 300 compared with 13 of 90 women (14%) with an LDL-C
<130 mg/dL and zero coronary calcium scores. Four of 10 (40%)
had a maximum carotid intima-media thickness in the top quartile
compared with 20% of women with an LDL-C <130 mg/dL and a zero
coronary calcium score. Surprisingly, only 1 of these 10 women
with low LDL-C and a high coronary calcium score had a plaque
index of 2 or greater, similar to those with an LDL-C <130 mg/dL and a
zero calcium score. These results are based on a small sample size but
suggest a possible difference in carotid plaque index and
coronary calcium scores, at least for women with an LDL-C <130
mg/dL.
Further evaluation of women with low LDL-C levels and extensive coronary calcification is important, especially with larger sample sizes. These women either may be more "sensitive" to lower LDL-C levels or have other risk factors that contribute to the development of coronary atherosclerosis. They would probably be missed by current risk stratification.
An important issue is whether coronary calcification or extensive atherosclerosis is an important determinant of coronary heart disease among women. There is solid evidence that women who die suddenly due to coronary heart disease or after a myocardial infarction have extensive coronary atherosclerosis. We previously evaluated the determinants of sudden cardiovascular death among women 25 to 64 years of age in Allegheny County. Cigarette smoking was a major risk factor for sudden and unexpected death. Sixty-four percent of the women who died suddenly from coronary artery disease without a prior history of heart disease and 26% of the controls were current cigarette smokers. The women who died suddenly had extensive coronary atherosclerosis.29 30 Of the 42 autopsied deaths, 29 (69%) had either 3 or 4 coronary arteries (left main defined as a separate artery) with >50% occlusion. These results, with regard to the extent of coronary artery disease, were similar to previous studies in the late 1960s and early 1970s in Baltimore, Md. Women who died suddenly due to coronary heart disease usually had extensive coronary atherosclerosis, similar to the situation in men. Women who have already experienced a myocardial infarction also usually have extensive coronary atherosclerosis, as measured and evaluated by coronary angiography.29
The progression of atherosclerosis to clinical disease includes changes in the characteristics of plaque, inflammation, and thrombosis. The study of coronary calcification alone does not provide information about subsequent changes in atherosclerotic plaque characteristics that may lead to clinical disease. In the CHS (Cardiovascular Health Study) and several other epidemiological studies, the assessment of measures of inflammation, thrombosis, and fibrinolysis are being evaluated in association with subclinical disease.1 31 A recent pathology study, for example, has evaluated the changes in plaque morphology and sudden death among women. Burke et al32 examined 51 cases of sudden death in women. Thirty of the deaths occurred in women <50 years of age. Acute thrombosis, with the thrombus overlying plaque erosion, was present in 18 of the hearts (35%); with thrombus overlying plaque rupture, in 8 (16%); with a stable plaque and a healed infarct, in 18 (35%); and with a stable plaque and no infarct, in 7 (14%). The number of arterial segments with >50% cross-sectional luminal narrowing was 12 in women older than 50 and 7 in women <50 years of age. The results of these studies clearly demonstrate that premenopausal risk factors are important determinants of the risk of subclinical atherosclerosis as measured by EBCT in postmenopausal women. Therefore, it is possible to identify these women premenopausally to potentially prevent the development of atherosclerosis.
The study also demonstrates that the majority of women (at least in this Pittsburgh study) on HRT were at low risk of either coronary or aortic calcification: most had a low LDL-C and a high HDL-C and were nonsmokers. There was little evidence that selection for HRT was related to their cardiovascular risk status.
Large, longitudinal studies of risk of coronary artery disease have now demonstrated that measures of subclinical disease are independent predictors of clinical coronary artery disease.5 8 10 12 33 These measures of peripheral atherosclerosis are correlated with coronary calcification on EBCT. It is extremely likely that coronary calcification will be an even stronger predictor of risk of coronary disease as a direct measure of coronary atherosclerosis.
If the risk factors were highly predictive (ie, high relative and attributable risk of atherosclerosis and its surrogate marker, coronary calcification), then measures of subclinical disease could conceivably become less important. This study clearly demonstrates that the risk of a high coronary and aortic calcium score is strongly related to the risk factors. Many individuals with relatively low risk factors have high coronary calcium scores, and some participants with high risk-factor levels (such as high LDL-C or low HDL-C) may have minimal coronary or aortic calcification. The reason for this less-than-perfect association of risk factors and the extent of atherosclerosis is due to variations in host genetic susceptibility, measurement errors of risk factors and of atherosclerosis, and probably other unmeasured risk factors such as oxidized LDL-C, inflammatory markers, adhesion molecules, etc. The use of these subclinical measures provides an important new approach to identify both the interaction of environmental and risk factors and host susceptibility and the possible identification of new risk factors as well as enhancing risk stratification for treatment guidelines.
The availability of very efficacious therapies to reduce the risk of coronary heart disease among women will require improved methods of risk classification to determine the choice of drug therapy, a more aggressive lipid-lowering diet and other lifestyle changes, or a less intensive public health model.28 34 The measures of subclinical disease in combination with traditional cardiovascular risk factors may provide better algorithms for treatment recommendations, especially with regard to lipid-lowering drug therapy in the primary prevention of cardiovascular disease.
Appendix
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Acknowledgments |
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This research was supported by National Institutes of Health (Bethesda, Md) grant HL28266 (to L.H.K., K.A.M., and C.H.B.).
Received October 23, 1998; accepted February 3, 1999.
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TopAbstractIntroductionMethodsResultsDiscussionReferences |
|---|
- Kuller LH, Meilahn EN. Risk factors for cardiovascular disease among women. Curr Opin Lipidol. 1996;7:203–208.[Medline] [Order article via Infotrieve]
- Matthews KA, Meilahn E, Kuller LH, Kelsey SF, Caggiula AW, Wing RR. Menopause and risk factors for coronary heart disease. N Engl J Med. 1989;321:641–646.[Abstract]
- Kuller LH, Meilahn EN, Lassila H, Matthews K, Wing R. Cardiovascular risk factors during first five years postmenopause in nonhormone replacement therapy users. In: Forte TM, ed. Hormonal, Metabolic, and Cellular Influences on Cardiovascular Disease in Women. Armonk, NY: Futura Publishing Co Inc; 1997;chapter 17.
- Wing RR, Matthews KA, Kuller LH, Meilahn EN, Plantinga PL. Weight gain at the time of menopause. Arch Intern Med. 1991;151:97–102.[Abstract]
-
Chambless LE, Heiss G, Folsom AR, Rosamond W,
Szklo M, Sharrett AR, Clegg LX. Association of coronary heart
disease incidence with carotid arterial wall thickness and
major risk factors: the Atherosclerosis Risk in
Communities (ARIC) Study, 1987–1993. Am J Epidemiol. 1997;146:483–494.
[Abstract/Free Full Text] -
Heiss G, Sharrett AR, Barnes R, Chambless LE, Szklo M,
Alzola C, and the ARIC investigators. Carotid
atherosclerosis measured by B-mode ultrasound in
populations: associations with cardiovascular risk
factors in the ARIC study. Am J Epidemiol. 1991;134:250–256.
[Abstract/Free Full Text] -
Pauciullo P, Iannuzzi A, Sartorio R, Irace C, Covetti
G, DiCostanzo A, Rubba P. Increased intima-medial thickness of the
common carotid artery in hypercholesterolemic children.
Arterioscler Thromb. 1994;14:1075–1079.
[Abstract/Free Full Text] - Witteman JCM, Kannel WB, Wolf PA, Grobbee DE, Hofman A, D'Agostino RB, Cobb JC. Aortic calcified plaques and cardiovascular disease (the Framingham Study). Am J Cardiol. 1990;66:1060–1064.[Medline] [Order article via Infotrieve]
- Witteman JCM, Grobbee DE, Kok FJ, Hofman A, Valkenburg HA. Increased risk of atherosclerosis in women after the menopause. BMJ. 1989;298:642–644.
- Witteman JCM, Kok FJ, vanSaase JLCM, Valkenburg HA. Aortic calcification as a predictor of cardiovascular mortality. Lancet. 1986;2:1120–1122.[Medline] [Order article via Infotrieve]
-
Guerci AD, Spadaro LA, Goodman KJ, Lledo-Perez A,
Newstein D, Lerner G, Arad Y. Comparison of electron beam computed
tomography scanning and conventional risk factor assessment for the
prediction of angiographic coronary artery disease.
J Am Coll Cardiol. 1998;32:673–679.
[Abstract/Free Full Text] - Thompson GR, Forbat S, Underwood R. Electron-beam CT scanning for detection of coronary calcification and prediction of coronary heart disease. QJM. 1996;89:565–570.[Abstract]
-
Fiorino AS. Electron-beam computed tomography,
coronary artery calcium, and evaluation of patients with
coronary artery disease. Ann Intern Med. 1998;128:839–847.
[Abstract/Free Full Text] - Devries S, Wolfkiel C, Fusman B, Bakdash H, Ahmed A, Levy P, Chomka E, Kondos G, Zajac E, Rich S. Influence of age and gender on the presence of coronary calcium detected by ultrafast computed tomography. J Am Coll Cardiol. 1995;25:76–82.[Abstract]
- Kaufmann RB, Sheedy PF 2nd, Maher JE, Bielak LF, Breen JF, Schwartz RS, Peyser PA. Quantity of coronary artery calcium detected by electron beam computed tomography in asymptomatic subjects and angiographically studied patients. Mayo Clin Proc. 1995;70:223–232.[Medline] [Order article via Infotrieve]
-
Arad Y, Spadaro LA, Goodman K, Lledo-Perez A, Sherman
S, Learner G, Guerci AD. The predictive value of electron beam CT of
the coronary arteries: 19-month follow-up of 1173
asymptomatic subjects. Circulation. 1996;93:1951–1953.
[Abstract/Free Full Text] - Agatston AS, Janowitz WR, Kaplan GS, Lee D, Prashad R, Viamonte M Jr, Lamas GA. Electron beam CT predicts future coronary events. Circulation. 1996;94(suppl I):I-360. Abstract.
- Bild D, Folsom A, Lowe L, Sidney S, Kiefe C, Westfall A, Zheng Z, Rumberger J. Coronary calcification in black and white young adults: the CARDIA study. Can J Cardiol. 1997;13(suppl B):240B. Abstract.
- Mahoney LT, Burns TL, Stanford W, Thompson BH, Witt JD, Rost CA, Lauer RM. Coronary risk factors measured in childhood and young adult life are associated with coronary artery calcification in young adults: the Muscatine Study. J Am Coll Cardiol. 1996;27:277–284.[Abstract]
- Beverly RK, Siscovick DS, Schwartz SM, Koepsell T, Psaty BM, Longstreth WT, Friedlander Y. Family history and risk of myocardial infarction in young women. In: Abstracts of the 36th Annual Conference on Cardiovascular Disease Epidemiology and Prevention; March 13–15, 1996; San Francisco, Calif.
- Kuller LH, Meilahn EN, Gutai J, Cauley J, Wing RR, Matthews KA, Eichner JE, Egeland G. Lipoproteins, estrogens, and the menopause. In: Korenman SG, ed. The Menopause: Biological and Clinical Consequences of Ovarian Failure: Evolution and Management. Norwell, Mass: Serono Symposia U S A; 1990:179–197.
-
Lassila HC, Sutton-Tyrrell K, Matthews KA, Wolfson SK,
Kuller LH. Prevalence and determinants of carotid
atherosclerosis in healthy postmenopausal women.
Stroke. 1997;28:513–517.
[Abstract/Free Full Text] - Agatston AS, Janowitz WR, Hildner FJ, Zuamer NR, Viamonte M Jr, Detrano R. Quantification of coronary artery calcium using ultrafast computed tomography. J Am Coll Cardiol. 1990;15:827–832.[Abstract]
- Sutton-Tyrrell K, Edmundowicz D, Holubkov R, Kuller LH. Coronary and aortic calcification by electron beam computed tomography in older adults. Circulation. 1998;98(suppl I):I-249. Abstract.
- Cauley JA, Eichner JE, Kamboh MI, Ferrell RE, Kuller LH. Apo E allele frequencies in younger (age 42–50) vs older (age 65–90) women. Genet Epidemiol. 1993;10:27–34.[Medline] [Order article via Infotrieve]
- Meilahn EN, Kuller LH, Matthews KA, Wing RR, Caggiula AW, Stein EA. Potential for increasing high-density lipoprotein cholesterol, subfractions HDL2-C and HDL3-C, and apoprotein A1 among middle-age women. Prev Med. 1991;20:462–473.[Medline] [Order article via Infotrieve]
-
McGill HC Jr, McMahan CA, Malcom GT, Oalmann MC, Strong
JP, for the PDAY Research Group. Effects of serum lipoproteins and
smoking on atherosclerosis in young men and women.
Arterioscler Thromb Vasc Biol. 1997;17:95–106.
[Abstract/Free Full Text] - McGill HC Jr, ed. The Geographic Pathology of Atherosclerosis. Baltimore, Md: Williams & Wilkins Co; 1968.
- Meilahn EN, Becker RC, Corrao JM. Primary prevention of coronary heart disease in women. Cardiology. 1995;86:286–298.[Medline] [Order article via Infotrieve]
-
Talbott E, Kuller LH, Perper J, Murphy PA. Sudden
unexpected death in women: biologic and psychosocial origins.
Am J Epidemiol. 1981;114:671–682.
[Abstract/Free Full Text] - Meilahn EN. Hemostatic factors and risk of cardiovascular disease in women. Arch Pathol Lab Med. 1992;116:1313–1317.[Medline] [Order article via Infotrieve]
-
Burke AP, Farb A, Malcom GT, Lian Y-H, Smialek J,
Virmani R. Effect of risk factors on the mechanism of acute thrombosis
and sudden coronary death in women. Circulation. 1998;97:2110–2116.
[Abstract/Free Full Text] - Wenger NK, ed. Cardiovascular Disease in the Octogenarian and Beyond. London, UK: Martin Dunitz Ltd Publishers; 1999:43–58.
-
Mosca L, Manson JE, Sutherland SE, Langer RD, Manolio
T, Barrett-Connor E. Cardiovascular disease in women: a
statement for healthcare professionals from the American Heart
Association. Circulation. 1997;96:2468–2482.
[Free Full Text]
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