Cardiovascular Risk Prediction with Ultrasound †
Abstract
First part: Carotid IMT and carotid plaque area
Evidence from community-based cohorts
The ARIC studies
Cardiovascular Health Research Group
The Rotterdam studies
The Tromsø study
The GENIC Study
Carotid IMT in younger subjects
Final comments on IMT
Total plaque area of carotid arteries (TPA)
Diagnostic performance of TPA
Calculation of post test risk based on EAS-SCORE and IAS-PROCAM
Final comments on TPA
Second part: Plaque imaging in carotid and/or femoral arteries
Plaque definition
Correlation between plaques and cardiovascular risk
Other methods of plaque measurement to predict cardiovascular events
Plaque echogenicity
The Atherosclerosis Burden Score (ABS score)
Final comments for ultrasound carotid and femoral plaque imaging
Future directions for atherosclerosis imaging
- –
- different definitions of vessel wall morbidity for the same outcome measurements,
- –
- the statistical approach to definition of the independent incremental value of atherosclerosis imaging over the major independent cardiovascular risk factors,
- –
- the lack of definite proof that atherosclerosis imaging really helps to motivate primary care subjects to adhere better to medical advice and therapy,
- –
- the need for cost-effectiveness studies,
- –
- the need for outcome studies showing that intervention guided by atherosclerosis imaging really improves outcome,
- –
- the lack of a consensus as to which imaging method using ultrasound, computed tomography or magnetic resonance – to mention only the noninvasive technologies – should be used first in sequential testing.
Acknowledgments
Conflicts of Interest
References
- Espeland, M.; O’Leary, D.; Terry, J.; Morgan, T.; Evans, G.; Mudra, H. Carotid intimal-media thickness as a surrogate for cardiovascular disease events in trials of HMG-CoA reductase inhibitors. Current Controlled Trials in Cardiovascular Medicine 2005, 63–69. [Google Scholar] [CrossRef]
- Chambless, L.; Heiss, G.; Folsom, A.; Rosamond, W.; Szklo, M.; Sharrett, A.; et al. 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. [Google Scholar] [CrossRef] [PubMed]
- Chambless, L.; Heiss, G.; Shahar, E.; Earp, M.; Toole, J. Prediction of Ischemic Stroke Risk in the Atherosclerosis Risk in Communities Study. Am J Epidemiol. 2004, 160, 259–269. [Google Scholar] [CrossRef]
- O’Leary, D.; Wolfson, S.; et al. Carotid-artery intima and media thickness as a risk factor for myocardial infarction and stroke in older adults. N Engl J Med. 1999, 240, 14–22. [Google Scholar] [CrossRef]
- Del Sol, A.; Moons, K.; Hollander, M.; Hofman, A.; Koudstaal, P.; Grobbee, D.; Breteler, M.; Witteman, J.; Bots, M. Is Carotid Intima-Media Thickness Useful in Cardiovascular Disease Risk Assessment? Stroke. 2001, 32, 1532–1538. [Google Scholar] [CrossRef]
- Vliegenthart, R.; Oudkerk, M.; Hofman Aet, a.l. Coronary Calcification Improves Cardiovascular Risk Prediction in the Elderly. Circulation. 2005, 112, 572–577. [Google Scholar] [CrossRef]
- Stein, H.; Mathiesen, E.; Joakimsen, O.; et al. Carotid Atherosclerosis Is a Stronger Predictor of Myocardial Infarction in Women Than in Men A 6-Year Follow-Up Study of 6226 Persons: The Tromsø Study. Stroke. 2007, 38, 2879–2880. [Google Scholar]
- Touboul, P.; Elbaz, A.; Koller, C.; Amarenco, P. Common carotid artery Intima-medial thickness and brain infarction (Génic study). Circulation. 2000, 102, 313–318. [Google Scholar] [CrossRef]
- Davis, P.; Dawson, J.; Mahoney, L.; Lauer, R. Increased carotid intimalmedial thickness and coronary calcification are related in young and middle aged adults: the Muscatine Study. Circulation. 1999, 100, 838–842. [Google Scholar] [CrossRef]
- Urbina, E.; Srinivasan, S.; Tang, R.; Bond, M.; Kieltyka, L.; Berenson, G. Bogalusa Heart Study: Impact of multiple coronary risk factors on the intima-media thickness of different segments of carotid artery in healthy young adults (the Bogalusa Heart Study). Am J Cardiol. 2002, 90, 953–958. [Google Scholar] [CrossRef]
- Parikh, A.; Daneman, D. Is Carotid Ultrasound a Useful Tool in Assessing Cardiovascular Disease in Individuals with Diabetes? Diabetes Technology and Therapeutics. 2004, 6, 65–69. [Google Scholar] [CrossRef] [PubMed]
- Touboul, P.J.; Hennerici, M.G.; Meairs, S.; Adams, H.; Amarenco, P.; Desvarieux, M.; et al. Mannheim Intima-Media Thickness Consensus, on Behalf of the Advisory Board of the 3rd Watching the Risk Symposium 2004, 13th European Stroke Conference, Mannheim, Germany, May 14, 2004. Cerebrovasc Dis. 2004, 18, 346–349. [Google Scholar] [CrossRef]
- Stein, J.; Korcarz, C.; Hurst, T.; et al. Use of Carotid Ultrasound to Identify Subclinical Vascular Disease and Evaluate Cardiovascular Disease Risk: A Consensus Statement from the American Society of Echocardiography Carotid Intima-Media Thickness Task Force Endorsed by the Society for Vascular Medicine. J Am Soc Echocardiography. 2008, 21, 93–111. [Google Scholar]
- Lorenz, M.; Markus, H.; Bots, M.; Rosvall, M.; Sitzer, M. Prediction of Clinical Cardiovascular Events With Carotid Intima-Media Thickness A Systematic Review and Meta-Analysis. Circulation. 2007, 115, 459–467. [Google Scholar] [CrossRef]
- Cook, N. Use and Misuse of the Receiver Operating Characteristic Curve in Risk Prediction. Circulation. 2007, 115, 928–935. [Google Scholar] [CrossRef]
- Bayes, E.T. An assay toward solving a problem in the doctrine of chance. Philos Trans R Soc Lond. (Biol) 1763, 53, 370–418. [Google Scholar]
- Fagan, T.J. Nomogram for Bayes theorem. N Engl J Med. 1975, 293, 257. [Google Scholar]
- Newcombe Robert, G. Interval Estimation for the Difference Between Independent Proportions: Comparison of Eleven Methods. Statistics in Medicine 1998, 17, 873–890. [Google Scholar] [CrossRef]
- Hollander, M.; Bots, M.; Breteler, B.; et al. Carotid plaques increase the risk for stroke and subtypes of cerebral infarction in asymptomatic elderly. The Rotterdam study. Circulation. 2002, 105, 2872–2877. [Google Scholar] [CrossRef]
- Spence, D.; Eliasziw, M.; Di Cicco, M.; et al. Carotid Plaque Area: a tool for targeting and evaluating vascular preventive therapy. Stroke. 2002, 33, 2916–2922. [Google Scholar] [CrossRef] [PubMed]
- Barnett, P.; Spence, D.J.; Manuck, S.; Jennings, J. Psychological stress and the progression of carotid artery disease. J Hypertens. 1997, 15, 49–55. [Google Scholar] [CrossRef]
- Mathiesen, E.; Johnsen, S.; Wilsgaard, T.; et al. Plaque area and intimamedia thickness in the carotid artery and risk of first-ever ischemic stroke. The Tromsø Study. Abstract European Stroke Conference, Stockholm, Sweden, May 2009. [Google Scholar]
- European guidelines on cardiovascular disease prevention in clinical practice. Eur J Cardiovasc Prev Rehabil. 2003, 10 (Suppl 1), S1–S78. [CrossRef]
- Romanens, M.; Miserez, A.; Ackermann, F.; Riesen, W.; Spence, D.; Darioli, R. Imaging as a cardiovascular risk modifier in primary care patients using predictor models of the European and international atherosclerosis societies. Kardiovaskuläre Medizin. 2007, 10, 139–150. [Google Scholar]
- Bots, M.L.; Egbertus, D.E. Intima media thickness as a surrogate marker for generalised atherosclerosis. Cardiovasc Drugs Ther. 2002, 16, 341–351. [Google Scholar] [CrossRef] [PubMed]
- Salonen, J.T.; Salonen, R. Ultrasonographically assessed carotid morphology and the risk of coronary heart disease. Arterioscler Thromb. 1991, 11, 1245–1249. [Google Scholar] [CrossRef] [PubMed]
- Belcaro, G.; Nicolaides, A.N.; Laurora, G.; Cesarone, M.R.; De Sanctis, M.; Incandela, L.; Barsotti, A. Ultrasound morphology classification of the arterial wall and cardiovascular events in a 6-year follow-up study. Arterioscler Thromb Vasc Biol. 1996, 16, 851–856. [Google Scholar] [CrossRef] [PubMed]
- Belcaro, G.; Nicolaides, A.N.; Ramaswami, G.; Cesarone, M.R.; De Sanctis, M.; Incandela, L.; et al. Carotid and femoral ultrasound morphology screening and cardiovascular events in low-risk subjects: a 10-year follow-up study (the CAFES-CAVE study). Atherosclerosis. 2001, 156, 379–387. [Google Scholar] [CrossRef]
- Held, C.; Hjemdahl, P.; Eriksson, S.V.; Bjorkander, I.; Forslund, L.; Rehnqvist, N. Prognostic implications of intima-media thickness and plaques in the carotid and femoral arteries in patients with stable angina pectoris. Eur Heart J. 2001, 22, 62–72. [Google Scholar] [CrossRef]
- Handa, N.; Matsumoto, M.; Maeda, H.; Kamada, T. Ischemic stroke events and carotid atherosclerosis. Results of the Osaka follow-up study for ultrasonographic assessment of carotid atherosclerosis (the Osaca Study). Stroke. 1995, 26, 1781–1786. [Google Scholar] [CrossRef]
- Hollander, M.; Hak, A.E.; Koudstaal, P.J.; Bots, M.L.; Grobee, D.E.; Hofman, A.; et al. Comparison between measures of atherosclerosis and risk of stroke. The Rotterdam Study. Stroke. 2003, 34, 2367–2373. [Google Scholar] [CrossRef]
- van der Meer, I.M.; Bots, M.L.; Hofman, A.; Iglesias del Sol, A.; van der Kuip, D.A.M.; Witteman, J.C.M. Predictive value of noninvasive measures of atherosclerosis for incident myocardial infarction. The Rotterdam Study. Circulation. 2004, 109, 1089–1094. [Google Scholar] [CrossRef]
- Störk, S.; van den Beld, A.W.; von Schacky, C.; Angermann, C.E.; Lamberts, S.W.J.; Grobbee, D.E.; et al. Carotid artery plaque burden, stiffness, and mortality risk in elderly men. A prospective, population-based cohort study. Circulation. 2004, 110, 344–348. [Google Scholar] [CrossRef]
- Rosvall, M.; Janzon, L.; Berglund, G.; Engström, G.; Hedblad, B. Incidence coronary events and case fatality in relation to common carotid intimamedia thickness. J Intern Med. 2005, 257, 430–437. [Google Scholar] [CrossRef]
- Rosvall, M.; Janzon, L.; Berglund, G.; Engström, G.; Hedblad, B. Incidence of stroke is related to common carotid IMT even in the absence of plaque atherosclerosis. Atherosclerosis 2005, 179, 325–331. [Google Scholar] [CrossRef]
- Megnien, J.L.; Simon, A.; Gariepy, J. Preclinical changes of extracoronary arterial structures as indicators of coronary atherosclerosis in men. J Hypertens. 1998, 16, 157–163. [Google Scholar] [CrossRef] [PubMed]
- Tartière, J.M.; Henry, O.F.; Safar, H.; Bureau, J.M.; Girerd, X.; Safar, M.E.; et al. Carotid intima–media thickness and carotid and/or iliofemoral plaques: comparison of two markers of cardiovascular risk in hypertensive patients. J Hypertens. 2003, 21, 739–746. [Google Scholar] [CrossRef] [PubMed]
- Simon, A.; Megnien, J.L.; Gariepy, J.; Levenson, J. Early atherosclerosis in human hypertension. Am J Hypertens. 1998, 11, 882–883. [Google Scholar] [CrossRef] [PubMed]
- Wendelhag, I.; Wiklund, O.; Wikstrand, J. Atherosclerotic changes in the femoral and carotid arteries in familial hypercholesterolemia. Ultrasonographic assessment of the intima-media thickness and plaque occurrence. Arterioscler Thromb. 1993, 13, 1404–1411. [Google Scholar] [CrossRef]
- Kristenson, M.; Lassvik, C.; Bergdahl, B.; Kucinskiène, Z.; Aizieniène, L.; Bo, Z.; Schäfer Elinder, L.; Olsson, A.G. Ultrasound determined carotid and femoral atherosclerosis in Lithuanian and Swedish men: the LiVicordia study. Atherosclerosis. 2000, 151, 501–508. [Google Scholar] [CrossRef]
- Lekakis, J.P.; Papamichael, C.M.; Cimponeriu, A.T.; et al. Atherosclerotic changes of extracoronary arteries are associated with the extent of coronary atherosclerosis. Am J Cardiol. 2000, 85, 949–952. [Google Scholar] [CrossRef]
- Rietzschel, E.R.; De Buyzere, M.L.; Duprez, D.A.; Clement, D.L. Interchangeabilty of carotid and femoral intima-media thickness in risk stratification. Int Angiol. 2001, 20, 38–46. [Google Scholar]
- Belhassen, L.; Carville, C.; Pelle, G.; Monin, J.L.; Teiger, E.; Duval-Moulin, A.M.; et al. Evaluation of carotid artery and aortic intima-media thickness measurements for exclusion of significant coronary atherosclerosis in patients scheduled for heart valve surgery. J Am Coll Cardiol. 2002, 39, 1139–1144. [Google Scholar] [CrossRef] [PubMed]
- Rohani, M.; Jogestrand, T.; Margareta Ekberg, M.; van der Linden, J.; Källner, G.; Jussila, R.; Agewal, S. Interrelation between the extent of atherosclerosis in the thoracic aorta, carotid intima-media thickness and the extent of coronary artery disease. Atherosclerosis. 2004, 179, 311–316. [Google Scholar] [CrossRef] [PubMed]
- Rajala, U.; Laakso, M.; Päivänsalo, M.; Suramo, I.; Keinänen-Kiukaanniemi, S. Blood pressure and atherosclerotic plaques in carotid, aortic and femoral arteries in elderly Finns with diabetes mellitus or impaired glucose tolerance. J Hum Hypertens. 2005, 19, 85–91. [Google Scholar] [CrossRef] [PubMed][Green Version]
- Prati, P.; Tosetto, A.; Vanuzzo, D.; Bader, G.; Casaroli, M.; Canciani, L.; et al. Carotid intima-media thickness and plaques can predict the occurrence of ischemic cerebrovascular events. Stroke. 2008, 39, 2470–2476. [Google Scholar] [CrossRef]
- Kitamura, A.; Iso, H.; Imano, H.; Ohira, T.; Okada, T.; Sato, S.; et al. Carotid intima-media thickness and plaque characteristics as a risk factor for stroke in Japanese elderly men. Stroke. 2004, 35, 2788–2794. [Google Scholar] [CrossRef]
- Rundek, T.; Arif, H.; Boden-Albala, B.; Elkind, M.S.; Paik, M.C.; Sacco, R.L. Carotid plaque, a subclinical precursor of vascular events. The Northern Manhattan Study. Neurology. 2008, 70, 1200–1207. [Google Scholar] [CrossRef]
- Levenson, J.; Giral Ph Megnien, J.L.; Gariepy, J.; Plainfosse, M.C.; Simon, A. Fibrinogen and its relations to subclinical extracoronary and coronary atherosclerosis in hypercholesterolemic men. Arterioscler Thromb Vasc Boil. 1997, 17, 45–50. [Google Scholar] [CrossRef]
- Mathiesen, E.B.; Bønaa, K.H.; Joakimsen, O. Echolucent plaques are associated with high risk of ischemic cerebrovascular events in carotid stenosis. The Tromsø study. Circulation. 2001, 103, 2171–2175. [Google Scholar] [CrossRef]
- Grønholdt, M.L.; Norderstgaard, B.G.; Schroeder, T.V.; Vorstrup, S.; Sillesen, H. Ultrasonic echolucent plaques predict future strokes. Circulation. 2001, 104, 68–73. [Google Scholar] [CrossRef]
- Liapis, C.D.; Kasikis, J.D.; Dimitroulis, D.A.; Kostakis, A.G. The impact of the carotid plaque type on restenosis and future cardiovascular events: a 12-year prospective study. Eur J Vasc Endovasc Surg. 2002, 24, 239–244. [Google Scholar] [CrossRef]
- Schmidt, C.; Fagerberg, B.; Wirkstand, J.; Hulthe, J.; RIS Study Group. Multiple risk factor intervention reduces cardiovascular risk in hypertensive patients with echolucent plaques in the carotid artery. J Intern Med. 2003, 253, 430–438. [Google Scholar] [CrossRef]
- Nossen, J.; Vierzigmann, T.; Weiss, W.; Lang, E. Kalzifizierte Plaques der extrakraniellen hirnversorgenden Gefässe im Vergleich mit tradizionellen Risikofaktoren als Prediktor für relevante Koronararterienstenosen. Herz. 2001, 26, 454–460. [Google Scholar] [CrossRef]
- Honda, O.; Sugiyama, S.; Kugiyama, K.; Koide, S.; Kojima, S.; Hirai, N.; et al. Echolucent carotid plaques predict future coronary events in patients with coronary artery disease. J Am Coll Cardiol. 2004, 43, 1177–1184. [Google Scholar] [CrossRef]
- Schmidt, C.; Fagerberg, B.; Hulthe, J. Non-stenotic echolucent ultrasoundassessed femoral artery plaques are predictive for future cardiovascular events in middle-aged men. Atherosclerosis. 2005, 181, 125–130. [Google Scholar] [CrossRef]
- Depairon, M.; Tutta, P.; van Melle, G.; Hayoz, D.; Kappenberger, L.; Darioli, R. Reference value for intima-media thickness of carotid and femoral arteries in subjects 20 to 60 years of age without cardiovascular risk factors. Arch Mal Coeur. 2000, 93, 721–726. [Google Scholar] [PubMed]
- Depairon, M.; Yerly, P.; Chessex, S.; Owlya, R.; de Benedetti, E.; Eeckhout, E.; et al. A reproducible and easy to measure femoral and carotid atherosclerosis burden score for cardiovascular risk stratification (in preparation).
- Pencina, M.; D’Agostino, R.; D’Agostino RBJr Vasan, R. Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond. Stat Med. 2008, 27, 157–172. [Google Scholar] [CrossRef] [PubMed]
- Romanens, M.; Ackermann, F.; Pencina, M.; et al. Improvement of Cardiovascular Risk Prediction: Time to Review Current Knowledge and Fundamentals on How To Assess Test Characteristics. Eur J Cardiovasc Prev Rehabil. 2010, 17, 18–23. [Google Scholar] [CrossRef]
- Nambi, V.; Chambless, L.; Folsom, A.; He, M.; Hu, Y.; Mosley, T.; et al. Carotid intima-media thickness and presence or absence of plaque impoves prediction of coronary heart disease risk. The ARIC (Atherosclerosis Risk In Communities)Study. J Am Coll Cardiol. 2010, 55, 1600–1607. [Google Scholar] [CrossRef]
© 2010 by the author. Attribution - Non-Commercial - NoDerivatives 4.0.
Share and Cite
Depairon, M.; Darioli, R.; Romanens, M. Cardiovascular Risk Prediction with Ultrasound. Cardiovasc. Med. 2010, 13, 255. https://doi.org/10.4414/cvm.2010.01523
Depairon M, Darioli R, Romanens M. Cardiovascular Risk Prediction with Ultrasound. Cardiovascular Medicine. 2010; 13(9):255. https://doi.org/10.4414/cvm.2010.01523
Chicago/Turabian StyleDepairon, Michèle, Roger Darioli, and Michel Romanens. 2010. "Cardiovascular Risk Prediction with Ultrasound" Cardiovascular Medicine 13, no. 9: 255. https://doi.org/10.4414/cvm.2010.01523
APA StyleDepairon, M., Darioli, R., & Romanens, M. (2010). Cardiovascular Risk Prediction with Ultrasound. Cardiovascular Medicine, 13(9), 255. https://doi.org/10.4414/cvm.2010.01523