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Hypertension. 2006;48:392-396
Published online before print July 31, 2006, doi: 10.1161/01.HYP.0000236507.76042.72
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(Hypertension. 2006;48:392.)
© 2006 American Heart Association, Inc.


Original Articles

Performance of Subclinical Arterial Disease Detection as a Screening Test for Coronary Heart Disease

Alain Simon; Gilles Chironi; Jaime Levenson

From the Assistance Publique-Hopitaux de Paris, Hôpital Européen Georges Pompidou (site Broussais), Centre de Médecine Préventive Cardiovasculaire, Université René Descartes-Faculté de Médecine Paris, Paris 5, France.

Correspondence to Alain Simon, Centre de Médecine Préventive Cardiovasculaire, Hôpital Broussais, 96 rue Didot, 75674, Paris Cedex 14, France. E-mail: alain.simon{at}brs.ap-hop-paris.fr


*    Abstract
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*Abstract
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down arrowResults
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Traditional risk factors are poor screening tests for coronary heart disease, whereas clinical arterial disease represents its strongest predictor. This raises the question whether subclinical arterial disease may also predict coronary disease. Using published data of prospective studies of subclinical arterial disease, we calculated the incidence of coronary event associated with the absence or presence of atherosclerosis as defined by dichotomous characterization of the following markers: low or high intima-media thickness or the absence or presence of plaque, assessed by carotid ultrasound; zero or high total coronary artery calcium score assessed by computed tomography; normal or decreased ankle-arm index pressure assessed by Doppler stethoscope; and low or high aortic pulse wave velocity assessed by mecanography. A dose-response relationship was found between the absence and presence of atherosclerosis and coronary event incidence. Yearly incidence was <1% in the absence of atherosclerosis regardless of the marker used. Coronary event incidence was >1% in the presence of atherosclerosis and increased in a gradual way, depending on the marker tested, to reach 3% maximum with massive coronary calcifications. The relation between clinically overt arterial disease, such as angina, transient ischemic attack, stroke, or myocardial infarct, and yearly incidence of subsequent events reported in the literature prolonged the dose-response curve of subclinical disease. Therefore, detection of arterial disease, not only clinically overt but also subclinical asymptomatic, is a worthwhile screening test for future coronary event.


Key Words: risk factors • coronary heart disease • intima-media thickness • coronary calcium • plaque • arterial stiffness • prevention


*    Introduction
up arrowTop
up arrowAbstract
*Introduction
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down arrowResults
down arrowDiscussion
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Despite their etiologic importance in atherosclerosis, traditional cardiovascular risk factors are not accurate in predicting subjects who will and will not develop coronary heart disease (CHD). Approximately 80% overlap exists in distributions of serum cholesterol and blood pressure in men who died of CHD and in those who did not.1 Also, more than half of subjects with CHD have not any, or only 1, major risk factor.2 As a result, CHD incidence associated with conventional risk factors in asymptomatic people is <1% per year except in diabetic men.1,3 Conversely, the existence of clinically overt arterial disease is a very potent predictor of cardiovascular events.4 One analysis of studies completed before 1980, and following patients after myocardial infarct in the absence of modern therapy, has shown that the incidence rate of cardiovascular death after a first myocardial infarction approximated 5% per year.5 However, arterial disease does not begin with the first clinical event but develops long before without symptom, supporting the idea to extrapolate the high prognostic performance of clinical arterial disease to subclinical disease and motivating much biotechnological medical research.6–9 Because the potential performance of subclinical atherosclerosis for predicting CHD risk for asymptomatic persons remains a debated question,10 we tried to provide an original contribution to this debate by calculating the annual incidence rate of CHD events in relation to the presence or absence of subclinical arterial disease from the analysis of published prospective population-based studies of subclinical atherosclerosis.3,11–16


*    Methods
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up arrowAbstract
up arrowIntroduction
*Methods
down arrowResults
down arrowDiscussion
down arrowReferences
 
Subjects
Our analysis was deliberately restricted to prospective population-based studies in which subclinical atherosclerosis was appropriately detected at the onset of follow-up: Atherosclerosis Risk in Communities,3 Cardiovascular Health Study,11 Kuopio Ichemic Heart Disease,12 South Bay Heart Watch Study,13 St Francis Heart studies,14 and Rotterdam Study.15 We used published data on a number of coronary events occurring during the follow-up in subjects with and without subclinical atherosclerosis, at inclusion in the study. Age range and sex distribution are shown in Table 1. Subjects at inclusion were symptom free and without history of clinical cardiovascular disease. All of the studies were approved by an institutional review committee, and the subjects gave informed consent.


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TABLE 1. CHD Incidence by Presence or Absence of Subclinical Atherosclerosis

Atherosclerosis
The type of atherosclerosis markers by studies is shown in Table 1. Carotid intima-media thickness (IMT) was measured by ultrasound and defined either as the average of measures at 6 sites (mean overall IMT) in the far wall for 1-cm lengths of the carotid bifurcation and the internal carotid and common carotid, right and left,3 or as the average of the maximal IMT (maximal IMT) in the near and far wall of right and left common carotid segments.11 Carotid plaque was detected by ultrasound interrogation of both extracranial carotid arteries and defined as present when a distinct area could be identified either with mineralization or with focal profusion into the lumen.12 Total coronary calcium score was calculated by computed tomography using a contiguous 6-mm13 or 3-mm14 slice thickness acquisition protocol. Carotid to femoral pulse wave velocity (PWV) was determined with an automatic device that measured the time delay between the rapid upstroke of the feet of simultaneously recorded pulse waves in the carotid and femoral arteries.15 Ankle-arm index was the ratio of the ankle systolic pressure to the arm systolic pressure, both pressures being measured with a Doppler stethoscope.16

CHD End Point and Incidence
Subjects were followed prospectively to determine the incidence of CHD event over a period of time ranging from 1 to 7 years (Table 1). CHD end point included myocardial infarction (MI) alone,11–12,16 combined MI or CHD death,13 or combined MI, CHD death, or revascularization procedures3,14 (Table 1). The yearly incidence of CHD was calculated as the proportion of subjects developing the CHD end point during the follow-up divided by the average follow-up duration.

Data Analysis
The data are descriptive without specific statistical analysis, with the exception of the relationship between atherosclerosis burden and incidence of coronary event that was obtained by logarithmic model analysis after having coded the results of the testing of subclinical atherosclerosis and the clinical forms of arterial disease (Figure).


Figure 1
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Relation of yearly CHD incidence with absence and presence of subclinical atherosclerosis and presence of clinical arterial disease. M, men; W, women; CAC, coronary artery calcium; AAI, ankle arm index; TIA, transient ischemic attack. Superscript number on the y axis legends indicates bibliographic reference.


*    Results
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up arrowAbstract
up arrowIntroduction
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*Results
down arrowDiscussion
down arrowReferences
 
Table 1 shows the proportion of patients developing a CHD event during the time of the follow-up and the yearly CHD incidence according to the presence or the absence of atherosclerosis. Values of carotid IMT above the 95th percentile, or within the 5th tertile, were associated with 1.2% to 1.6% yearly incidence of CHD depending on age, sex, and type of IMT measure, whereas lowest carotid IMT values were consistently associated with CHD incidence <0.5%. It is noteworthy that coronary event incidence associated with values of carotid IMT above the 95th percentile was 25% greater in men than in women, and event incidence associated with lowest IMT values (1st tertile) was 3 times greater in men than in women. The presence of carotid plaque was associated with 2.8% yearly CHD incidence per year, whereas normal carotid wall was associated with CHD incidence <1%. Coronary calcium score >300 or 400 U was associated with 2.2% and 3.3% yearly incidence of CHD, whereas absence of coronary calcium was associated with CHD incidence ≤0.6%. Decreased ankle arm index <0.90 was associated with 1.6% yearly incidence of CHD, whereas value >0.90 was associated with <1% CHD incidence. Age- and gender-adjusted 3rd tertile values of PWV were associated with 1.4% yearly incidence of CHD, whereas 1st tertiles values were associated with 0.4% CHD incidence. The Figure shows that the positive dose-response relationship existing between yearly incidence of CHD and the absence and presence of subclinical atherosclerosis defined by dichotomous characterization of each tested marker.


*    Discussion
up arrowTop
up arrowAbstract
up arrowIntroduction
up arrowMethods
up arrowResults
*Discussion
down arrowReferences
 
Yearly CHD incidence is the more basic and raw information characterizing coronary risk5and allowing the calculation of 10-year CHD risk. Using published data of prospective studies of subclinical arthrosclerosis in asymptomatic population-based subjects of various age and sex, we, therefore, calculated yearly CHD incidence by absence or presence of atherosclerosis. The latter was assessed noninvasively by dichotomous characterization of following arterial markers: low or high carotid IMT, absence or presence of carotid plaque, 0 or high total coronary calcium score, normal or decreased ankle arm index pressure, and low or high aortic PWV. This approach is simpler and more clinically relevant for estimating the prognostic performance of subclinical arthrosclerosis detection than the classical interpretation of the odds ratio that is not exempt from limitations in gauging the performance of a prognostic marker.17

Evidence of subclinical atherosclerosis was associated with CHD incidence value ranging from 1.2% to 3.3% per year according to age, gender, and type of marker, thereby conveying a 10-year CHD risk from 12% to 33% that corresponds with moderate-to-high risk condition.4 Such CHD incidence is notably greater than the <1% per year CHD incidence associated with conventional risk factors, except diabetes, in asymptomatic people (Table 2).1,3 A possible reason is that the prediction of event is better with a marker of the consequence of the disease than with a marker of etiologic nature as a conventional risk factor.1 These findings constitute strong arguments for considering that the presence of subclinical atherosclerosis in asymptomatic subjects with moderate cardiovascular risk indicates incremental risk,4,9 provided that the criteria defining subclinical atherosclerosis in the analyzed studies are used. This means that carotid IMT must be above the 95th percentile or within the 5th quintile, carotid plaque must be present, total coronary calcium score must exceed 300 or 400 U, ankle arm index pressure must be decreased <0.90, or high aortic PWV must be within the 3rd tertile for age and sex. By contrast, CHD incidence associated with subclinical atherosclerosis was far below the 5% per year incidence of cardiovascular death reported after MI,5 demonstrating that subclinical disease is a less potent predictor of subsequent event than clinically overt arterial disease. Lastly, gender difference can play an important role in the predictive capacity of subclinical atherosclerosis, as shown by the Atherosclerosis Risk in Communities Study3. It has analyzed men and women separately, thereby allowing observation that the highest IMT values are associated with greater incidence of coronary events in men than in women. This finding agrees with the gender difference, reported by the same study,3 in the incidence of coronary events associated with traditional risk factors (increased low-density lipoprotein cholesterol, smoking, and diabetes) that was 1.5 to 2 times greater in men than in women (Table 2).


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TABLE 2. CHD Incidence by Presence of Traditional Major Risk Factors in Asymptomatic Persons

We also found that absence of atherosclerosis was associated with 0.1% to 0.8% per year incidence of subsequent CHD, that is to say a 10-year CHD risk clearly <10% that unquestionably represents a low-risk status.4 This finding is not sufficiently emphasized in the literature and supports the idea that a negative subclinical atherosclerosis test may identify low-risk individuals who do not need further cardiac medication. Obviously, this attitude is subordinated to the strict use of the criteria defining absence of subclinical atherosclerosis in the analyzed studies (ie, carotid IMT value within the 1st quintile or tertile, absence of carotid plaque and normal wall thickness, total calcium score equal to 0, ankle arm index ≥0.90, or PWV value within the 1st tertile). Although its implementation should be a source of health cost savings, the idea that absence of subclinical atherosclerosis is an equivalent of low CHD risk is not yet accepted in current guidelines,4,9,18 and further validation studies are needed.

Finally, we found a dose-response relationship between the absence and presence of subclinical atherosclerosis and CHD incidence. Yearly incidence was <1% in the absence of atherosclerosis, whatever marker was used, and the lowest incidence of 0.1% was attained with absence of coronary calcifications. By contrast, CHD incidence was >1% in the presence of atherosclerosis and increased in a gradual way, depending on the marker tested, until it reached 3% maximum with massive coronary calcifications. Interestingly, the relation of clinically overt arterial disease, such as angina, transient ischemic attack, stroke, and MI, with the incidence of subsequent cardiovascular death reported in the literature,5,19,20 prolonged perfectly the dose-response curve of subclinical disease (Figure). This continuous relation of CHD incidence with subclinical and clinically overt arterial disease is of logarithmic type (Figure) and establishes and quantifies the strength of arterial disease as a risk marker for a CHD event, whatever the stage of disease development.19

Study Limitations
Several limitations related to heterogeneity of coronary end points and tests of subclinical atherosclerosis and insufficient data in younger individuals deserved to be pointed out. First, the CHD end point was not the same across the studies, and studies that have analyzed only myocardial infarct outcome may have underestimated coronary event incidence as compared with studies having analyzed combined myocardial infarct, coronary death, and revascularization procedures. Also, there is a great heterogeneity across studies in noninvasive tests for detecting the presence or absence of subclinical atherosclerosis. The choice of the optimal test is not supported by the present data nor is the important question of whether the combination of several tests of subclinical atherosclerosis may provide incremental prognostic information as compared with the use of a single test. Lastly, no data exist in subjects <40 to 45 years of age who are more often carriers of intermediate cardiovascular risk than of high CHD risk and might, therefore, benefit particularly from the testing of subclinical atherosclerosis.

In conclusion, identifying asymptomatic individuals with unequivocal subclinical arterial disease may be considered as the best current screening test for predicting subsequent CHD events and offering them aggressive risk reduction therapy. Further studies are needed, however, for defining the exact place of subclinical atherosclerosis testing in patient management before or after traditional risk factors assessment and for choosing and standardizing the optimal test(s) required for accurately assessing atherosclerosis burden. On the other hand, it remains to be established more definitely whether individuals without subclinical atherosclerosis may be considered at low risk and whether the intensity of their risk reduction therapy may be reduced accordingly.


*    Acknowledgments
 
Disclosures

None.

Received May 30, 2006; first decision June 22, 2006; accepted July 5, 2006.


*    References
up arrowTop
up arrowAbstract
up arrowIntroduction
up arrowMethods
up arrowResults
up arrowDiscussion
*References
 
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3. 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]

4. Third Report of the National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) final report. Circulation. 2002; 106: 3143–3421.[Free Full Text]

5. Law MR, Watt HC, Wald NJ. The underlying risk of death after myocardial infarction in the absence of treatment. Arch Intern Med. 2002; 162: 2405–2410.[Abstract/Free Full Text]

6. Cohn JN, Quyyumi AA, Hollenberg NK, Jamerson KA. Surrogate markers for cardiovascular disease: functional markers. Circulation. 2004; 109: 31–46.[CrossRef]

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9. Taylor AJ, Merz CN, Udelson JE. 34th Bethesda Conference: Executive summary-can atherosclerosis imaging techniques improve the detection of patients at risk for ischemic heart disease? J Am Coll Cardiol. 2003; 41: 1860–1862.[Free Full Text]

10. Kuller LH. Prevention of coronary heart disease and the National Cholesterol Education Program. Circulation. 2006; 113: 598–600.[Free Full Text]

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12. Salonen T, Salonen R. Ultrasonographically assessed carotid morphology and the risk of coronary heart disease. Arterioscler Thromb. 1991; 11: 1245–1249.[Abstract/Free Full Text]

13. Greenland P, LaBree L, Azen SP, Doherty TM, Detrano RC. Coronary artery calcium score combined with Framingham score for risk prediction in asymptomatic individuals. JAMA. 2004; 291: 210–215.[Abstract/Free Full Text]

14. Arad Y, Goodman KJ, Roth M, Newstein D, Guerci AD. Coronary calcification, coronary disease risk factors, C-reactive protein, and atherosclerotic cardiovascular disease events: the St. Francis Heart Study. J Am Coll Cardiol. 2005; 46: 158–165.[Abstract/Free Full Text]

15. Mattace-Raso FU, van der Cammen TJ, Hofman A, van Popele NM, Bos ML, Schalekamp MA, Asmar R, Reneman RS, Hoeks AP, Breteler MM, Witteman JC. Arterial stiffness and risk of coronary heart disease and stroke: the Rotterdam Study. Circulation. 2006; 113: 657–663.[Abstract/Free Full Text]

16. Newman AB, Shemanski L, Manolio TA, Cushman M, Mittelmark M, Polak JF, Powe NR, Siscovick D. Ankle-arm index as a predictor of cardiovascular disease and mortality in the Cardiovascular Health Study. The Cardiovascular Health Study Group. Arterioscler Thromb Vasc Biol. 1999; 19: 538–545.[Abstract/Free Full Text]

17. Pepe MS, Janes H, Longton G, Leisenring W, Newcomb P. Limitations of the odds ratio in gauging the performance of a diagnostic, prognostic, or screening marker. Am J Epidemiol. 2004; 159: 882–890.[Abstract/Free Full Text]

18. Wilson PW, Smith SC Jr, Blumenthal RS, Burke GL, Wong ND. 34th Bethesda Conference: Task force #4–How do we select patients for atherosclerosis imaging? J Am Coll Cardiol. 2003; 41: 1898–1906.[Free Full Text]

19. Wald NJ, Hackshaw AK, Frost CD. When can a risk factor be used as a worthwhile screening test? BMJ. 1999; 319: 1562–1565.[Free Full Text]

20. Law M, Wald N. Morris lowering blood pressure to prevent myocardial infarction and stroke: a new preventive strategy. J Health Technology Assessment. [serial online]. 2003;7:1–160. Available at: http://www.ncchta.org/ProjectData/3_project_record_published.asp. Accessed November 2003, last updated April 2006.




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