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(Circulation. 1997;96:4219-4225.)
© 1997 American Heart Association, Inc.
Articles |
From the Human Genetics Center (S.-J.H., E.B.) and Institute of Molecular Medicine (E.B.), University of TexasHouston Health Science Center; the Department of Medicine, Baylor College of Medicine (C.M.B., L.C.S., A.M.G.), Houston, Tex; the Epidemiology and Biometry Program, National Heart, Lung, and Blood Institute, Bethesda, Md (A.R.S.); and the Department of Biostatistics, University of North Carolina School of Public Health, Chapel Hill (C.E.D.).
Correspondence to Eric Boerwinkle, PhD, Human Genetics Center, PO Box 20334, Houston, TX 77225. E-mail eboerwin{at}gsbs.uth.tmc.edu
| Abstract |
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Methods and Results To determine the ability of circulating vascular cell adhesion molecule-1 (VCAM-1), endothelial-leukocyte adhesion molecule-1 (E-selectin), and intercellular adhesion molecule-1 (ICAM-1) to serve as molecular markers of atherosclerosis and predictors of incident CHD, we studied 204 patients with incident CHD, 272 patients with carotid artery atherosclerosis (CAA), and 316 control subjects from the large, biracial Atherosclerosis Risk In Communities (ARIC) study. Levels of VCAM-1 were not significantly different among the patients with incident CHD, those with CAA, and control subjects. Higher levels of E-selectin and ICAM-1 were observed for the patients with CHD (means [ng/mL]: E-selectin, 38.4; ICAM-1, 288.7) and those with CAA (E-selectin, 41.5; ICAM-1, 283.6) compared with the control subjects (E-selectin, 32.8; ICAM-1, 244.2), but the distributions were not notably different between the patients with CHD and CAA. Results of logistic regression analyses indicated that the relationship of ICAM-1 and E-selectin with CHD and CAA was independent of other known CHD risk factors and was most pronounced in the highest quartile. The odds of CHD and CAA were 5.53 (95% CI, 2.5112.21) and 2.64 (95% CI, 1.405.01), respectively, for those with levels of ICAM-1 in the highest quartile compared with those in the lowest quartile. Odds of CAA were 2.03 (95% CI, 1.143.62) for those with levels of E-selectin in the highest quartile compared with those in the lowest quartile.
Conclusions These data indicate that plasma levels of ICAM-1 and E-selectin may serve as molecular markers for atherosclerosis and the development of CHD.
Key Words: atherosclerosis coronary heart disease adhesion molecules
| Introduction |
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Binding and recruitment of circulating leukocytes to the vascular endothelium and further migration into the subendothelial spaces are major processes in the development of atherosclerosis and are mediated through a diverse family of cellular adhesion molecules that are expressed on the surface of vascular endothelial cells.14 Among the identified adhesion molecules, the expression and biological properties of VCAM-1, endothelial-leukocyte adhesion molecule-1 (E-selectin), and ICAM-1 are well characterized.1522 The accumulated data imply that selectins mediate initial rolling of leukocytes along the endothelium and that VCAM-1 and ICAM-1 play important roles in the firm attachment and transendothelial migration of leukocytes. These molecules have been observed consistently within the milieu of the atherosclerotic plaque. Results of immunohistochemical studies show different levels of expression of these molecules that reflect their unique structural and functional characteristics.2328 Circulating forms of VCAM-1, E-selectin, and ICAM-1 have been detected in plasma and are elevated during inflammatory conditions in which detailed pathology studies have documented increased expression of cellular adhesion molecules on endothelial cells and other tissue types.15,29,30 The origins of circulating VCAM-1, E-selectin, and ICAM-1 are unclear, but they may arise from shedding or proteolytic cleavage from endothelial cells.31,32 The present study is based on the hypothesis that circulating levels of VCAM-1, E-selectin, and ICAM-1 may be useful markers for increased expression of cellular adhesion molecules in atherosclerosis. To test the hypothesis, we examined the relationship between levels of circulating VCAM-1, E-selectin, ICAM-1, and the extent of atherosclerosis as identified by B-mode ultrasound. We also tested whether the levels of circulating adhesion molecules predict the risk of incident CHD in the ARIC study, in which the CHD patients were identified during a 5-year follow-up period.
| Methods |
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55 years) strata. These ultrasound-defined patients and
control subjects could not have symptomatic
cardiovascular or cerebrovascular disease at visit 1 or
2, and they could not have already been identified as incident CHD
patients. Exclusion criteria included reported prevalent
coronary heart disease at visit 1, a <12-hour fast before the
examination, and races other than black or white.
Blood samples and the data presented here were collected at the
baseline examinations. Levels of plasma lipids and hemostatic factors
were measured in centralized laboratories by standard and validated
methods reported previously.3537 Information
about medical history, cigarette smoking, and ethanol consumption was
elicited from standardized and validated interviewer-administered
questionnaires. Prevalent hypertension was defined as a
systolic blood pressure
160 mm Hg, a
diastolic blood pressure
95 mm Hg, or current use
of antihypertensive medications. Prevalent diabetes mellitus was
defined as a fasting glucose level
140 mg/dL, nonfasting glucose
200 mg/dL, or a history of or treatment for diabetes. Circulating
VCAM-1, E-selectin, and ICAM-1 levels were determined by commercially
available ELISA and standards (R&D System Europe Ltd). Those who had
extreme values of VCAM-1, E-selectin, or ICAM-1 (mean±3 SD) were
deleted from analyses for that adhesion molecule (n=13, 8, and
6 for VCAM-1, E-selectin, and ICAM-1, respectively).
All statistical analyses were conducted by use of SAS version
6.10.38 Characteristics of the patients and
control subjects were evaluated with Student's t test for
the continuous variables and
2 test for
the categorical variables. The skewed distributions of VCAM-1,
E-selectin, and ICAM-1 were compared between patients and control
subjects by the Wilcoxon rank-sum test.39
Relationships between the adhesion molecules and potential CHD risk
factors were evaluated with Spearman's rank correlation coefficients
for the continuous variables and with the Wilcoxon rank-sum
test for the categorical variables. Unconditional logistic
regression analysis was used to determine the odds of incident
CHD in the follow-up study or the odds of CAA in the cross-sectional
study.40 Because of their use in the selection of
control subjects for matching to the CAA patients, all regression
analyses were adjusted for the concomitant effects of race,
age, and sex. Initially, regression analyses were conducted to
identify the odds of disease risk for each SD change of the adhesion
molecules. To further identify whether the associations between the
adhesion molecules and disease are the same across the range of values,
logistic regression analyses were conducted if levels of the
adhesion molecules were considered as categorical variables defined
by quartiles of their race-specific distributions. We then tested for a
threshold effect by testing for departures from linearity using a
restricted cubic spline model.41 A value of
P<.05 was considered statistically significant for all
analyses.
| Results |
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Means and SDs of VCAM-1 were not statistically different among the CHD
patients, CAA patients, and control subjects (Table 1
). Consistent associations of
levels of E-selectin and ICAM-1 with CHD and CAA were observed in
whites and blacks. In whites, average E-selectin levels were
significantly higher in incident CHD patients (38.4 ng/mL) and CAA
patients (41.5 ng/mL) than in the control group (32.8 ng/mL). Likewise,
for ICAM-1, the CHD patients (288.7 ng/mL) and the CAA patients (283.6
ng/mL) had significantly higher levels than the control subjects (244.2
ng/mL). There was no significant difference in E-selectin or ICAM-1
levels between the CHD and the CAA patients. In blacks, significantly
elevated E-selectin levels were observed in both the incident CHD and
CAA patient groups compared with the control subjects. For ICAM-1,
elevated levels were observed in both patient groups. When only the
control subjects were considered, levels of VCAM-1 and ICAM-1 were
significantly lower in blacks than in whites.
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Among the control subjects, the correlation between levels of
E-selectin and ICAM-1 was r=.22 (P=.0001);
between VCAM-1 and ICAM-1, r=.17 (P=.004); and
between VCAM-1 and E-selectin, r=.006 (P=.92).
VCAM-1 levels were significantly correlated with age, von
Willebrand factor, and white blood cell count (Table 2
). E-selectin level was positively
correlated with body mass index, triglyceride, fibrinogen,
and white blood cell count and was negatively correlated with HDL
cholesterol. ICAM-1 level was positively correlated with
cigarette-years for smokers and white blood cell count. Levels of
VCAM-1 were significantly higher for those with diabetes than for
nondiabetics (Table 3
). For E-selectin,
subjects with hypertension had significantly higher levels than their
normotensive counterparts. Levels of E-selectin were significantly
higher in subjects with diabetes than in nondiabetics. Women had higher
levels of ICAM-1 than men. Levels of ICAM-1 were significantly higher
for those with diabetes. For those who had smoked or still smoked
cigarettes, levels of ICAM-1 were significantly higher than those who
never smoked.
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Table 4
shows the results of logistic
regression analyses predicting the risk of incident CHD and the
probabilities of being a CAA patient. There was no significant
relationship between VCAM-1 and CHD or CAA. E-selectin was
significantly associated with incident CHD (OR, 1.54; 95% CI,
1.271.86). However, this association was not significant after
adjustment for effects of established CHD risk factor variables
(age, sex, body mass index, total cholesterol, HDL
cholesterol, cigarette-years for smokers, hypertension, and
diabetes) and factors related to levels of the adhesion molecules
(triglyceride, fibrinogen, von Willebrand factor,
and white blood cell count).43 The level of
ICAM-1 was a significant predictor of incident CHD in all models. The
odds of incident CHD in the fully adjusted model increased by 1.88 for
each SD increase in ICAM-1 level. The relationship between level of
E-selectin and the occurrence of CAA was significant in all models (OR,
1.36; 95% CI, 1.091.70). The association between levels of ICAM-1
and CAA was also statistically significant in all models (OR, 1.34;
95% CI, 1.071.68).
|
To evaluate whether the associations between plasma levels of
E-selectin, ICAM-1, and disease were present across the range of
values or were restricted to those with high levels, subjects were
grouped by race-specific quartiles and the analyses were
repeated with the corresponding categorical variables. Table 5
shows the odds of incident CHD or the
occurrence of CAA for those with levels of E-selectin and ICAM-1 in the
second, third, and fourth quartiles compared with those with levels in
the first quartile. These data indicate that the risk of developing CHD
was highest in those with E-selectin and ICAM-1 levels in the highest
quartile. The risk of incident CHD for those with E-selectin in the
fourth quartile was significantly elevated (OR, 2.98; 95% CI,
1.745.10). The association between E-selectin and incident CHD was
not significant after the effects of a set of established risk factors
and factors related to levels of the circulating adhesion molecules
were considered. In contrast, after the effects of the established risk
factors and those variables related to adhesion molecule levels
were considered, the odds of developing clinical CHD for those in the
upper quartile of the ICAM-1 distribution was 5.53 times (95% CI,
2.5112.21) higher than those in the lowest quartile. Elevated levels
of E-selectin were significantly associated with the occurrence of CAA
in the models adjusted for well-established CHD risk factors and
variables related to adhesion molecule levels. Individuals with CAA
were 2.03 times (95% CI, 1.143.62) more likely to be in the highest
quartile of E-selectin distribution at the baseline examination
compared with the control groups. For ICAM-1, the odds of being a CAA
case for those in the upper quartile of the ICAM-1 distribution were
2.64 (95% CI, 1.405.01) times higher than those in the lowest
quartile after the effects of established risk factors and those
variables related to adhesion molecule levels were considered.
However, a formal statistical test (see "Methods") did not indicate
a statistically significant threshold effect for ICAM-1 in predicting
incident CHD or the occurrence of CAA.
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| Discussion |
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On the basis of the "response to injury" hypothesis, atherosclerosis parallels the inflammatory process, and one of the earliest events in both is the adhesion of circulating monocytes to intact endothelial cells.46,47 Local accumulation of leukocytes in the vascular wall includes initial marginalization and rolling of the leukocytes along the endothelium, a process mediated by the selectins, then attachment to endothelial cells and transmigration into the intimal spaces, a process mediated by the adhesive molecules expressed by activated endothelium.14 VCAM-1, E-selectin, and ICAM-1 have been consistently observed within the milieu of the atherosclerotic plaque. Although the presence of ICAM-1 has been observed on normal arterial endothelium, consistent and strong expression of ICAM-1 has been associated with atherosclerotic lesions.23,25 Focal expression of endothelium-specific E-selectin on atherosclerotic lesions has also been reported consistently. Despite the large body of literature on the expression and function of the cellular adhesion molecules, the biological properties and function of the circulating form of these molecules remain unclear. Therefore, any discussion of the potential mechanisms relating circulating adhesion molecule levels to CAA and incident CHD is necessarily speculative. There is a large body of literature documenting an association between plasma levels of the circulating adhesion molecules and the occurrence of chronic inflammatory diseases.15
We report here the distributions of circulating VCAM-1, E-selectin, and ICAM-1 for CAA and incident CHD patients and control subjects in the ARIC study and evaluate their relationship with long-standing risk factors (eg, total cholesterol). The observed relationships were, in general, consistent with data from both in vivo and in vitro experimental studies. Cockerill et al48 reported decreased expression of VCAM-1, E-selectin, and ICAM-1 on endothelial cell cultures that were exposed to isolated HDL particles. A previous study also showed increased levels of soluble ICAM-1 in patients with marked elevation of triglycerides and low HDL cholesterol.49 In the present study, levels of E-selectin were significantly correlated with HDL cholesterol in the control group. Significantly higher levels of the adhesion molecules were observed for those diagnosed with diabetes, which is consistent with previous studies showing elevated levels of E-selectin and ICAM-1 in diabetic patients.50,51 It is unknown whether this association is the consequence of accompanying atherosclerosis or whether there is a direct effect of hyperglycemia/hyperinsulinemia on the expression of the adhesion molecules, which has been demonstrated in experimental rabbits.52 We observed significantly higher levels of ICAM-1 for smokers than for nonsmokers as well as significant correlation between ICAM-1 and cigarette-years for smokers, and a positive relationship has been observed in an in vitro study. Kalra et al53 reported that cigarette smoke condensate induced ICAM-1 expression in cultured human umbilical vein cells and hypothesized a direct effect of cigarette smoking in stimulating ICAM-1 expression. We evaluated the relationship of ICAM-1 with incident CHD and CAA in multivariate logistic regression models and showed that the association between ICAM-1 level and CHD and CAA were independent of well-accepted risk factors and factors correlated with circulating VCAM-1, E-selectin, and ICAM-1 levels.
The level of E-selectin was positively related to the degree of
atherosclerotic burden, as measured by carotid artery wall thickness,
but was not a significant predictor of clinical CHD after
multivariate analysis, as shown in Tables 4
and 5
. In light of the known function of E-selectin in the initial
margination and rolling of leukocytes along the vascular
endothelium,20 the association of
E-selectin with CAA but not CHD indicates that E-selectin might be
involved in the early steps of atherosclerosis. In
contrast, there was a consistent relationship between the
levels of circulating ICAM-1 and both incident CHD and CAA. One
possible explanation for these data is that levels of circulating
ICAM-1 are more closely related to the activity of
atherosclerosis. Increased levels of ICAM-1 may be
important in migration of increased numbers of T lymphocytes into
active lesions.54 Another possibility is that
patients with higher circulating levels of ICAM-1 have an increased
number of plaques prone to rupture, thrombi, or other events leading to
clinical CHD. The interaction between fibrinogen and ICAM-1 observed in
an in vitro study provides evidence suggesting an association between
ICAM-1 and thrombosis/ischemic events.55
Another explanation for these observations is that
atherosclerosis in different arterial beds
such as the carotid and coronary arteries may have differential
expression of cell adhesion molecules.
It is unknown why the level of circulating VCAM-1 was not associated with either CAA or CHD. Results of immunohistochemical studies have consistently shown much weaker VCAM-1 expression than those for E-selectin and ICAM-1.23,25,26 VCAM-1 is different from ICAM-1 with respect to the ligand it binds to, the time duration of its expression, and the cell and tissue type in which it is expressed.56 In an animal model, Walpola et al57 observed upregulation of VCAM-1 and downregulation of ICAM-1 by low shear stress and upregulation of both VCAM-1 and ICAM-1 by high shear stress. The accumulated data imply that VCAM-1 may play an important role in early atherogenesis but a less important role in advanced, complex lesions. However, further studies are clearly necessary.
In summary, we have defined significant relationships of circulating E-selectin and ICAM-1 levels with the burden of atherosclerosis, as measured by carotid B-mode ultrasound, and CHD, as measured by the number of incident patients in the ARIC study. The results of this study bode well for the utility of the circulating adhesion molecules to serve as indicators of subclinical disease, although they do not directly indicate their use as such at this time. Clearly, more data are necessary on the validity of their use as molecular markers of atherosclerosis and comparison with other tests, both invasive and noninvasive. The present study has the limitation of recruiting control subjects with thin carotid arterial walls; therefore, the odds ratios for incident CHD patients reported here are most likely overestimates of those estimated from a random sample from the general population.58 However, it is worth pointing out that average VCAM-1, E-selectin, and ICAM-1 levels for the ARIC thin-wall control subjects were not different from those reported from other control groups.5961 The data presented here should provide an impetus for further studies defining the utility of plasma measures of these adhesion molecules to predict plaque progression, regression, and CHD. The availability of a molecular marker for preclinical atherosclerosis will facilitate diagnosis and more-directed intervention strategies targeted at those at increased risk.
| Selected Abbreviations and Acronyms |
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| Acknowledgments |
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| Footnotes |
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Received May 16, 1997; revision received September 3, 1997; accepted September 12, 1997.
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