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European Heart Journal 2003 24(11):987-1003; doi:10.1016/S0195-668X(03)00114-3
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Estimation of ten-year risk of fatal cardiovascular disease in Europe: the SCORE project

R.M. Conroya, K. Pyöräläb, A.P. Fitzgeralda, S. Sansc, A. Menottid, G. De Backere, D. De Bacquere, P. Ducimetièref, P. Jousilahtig, U. Keilh, I. Njølstadi, R.G. Oganovj, T. Thomsenk, H. Tunstall-Pedoel, A. Tverdalm, H. Wedeln, P. Whincupo, L. Wilhelmsenn and I.M. Grahama,* on behalf of the SCORE project group1

a Department of Epidemiology & Public Health Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
b University of Kuopio, Kuopio, Finland
c Institute of Health Studies, The Catalan Department of Health and Social Security, Barcelona, Spain
d Association for Cardiac Research, Rome, Italy
e Department of Public Health, Ghent University, Ghent, Belgium
f National Institute for Health and Medical Research (INSERM), Unit 258, Villejuif, France
g Department of Epidemiology and Health Promotion, National Public Health Institute, Helsinki, Finland
h Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany
i Institute of Community Medicine, University of Tromsø, Tromsø, Norway
j National Research Centre for Preventive Medicine, Russian Ministry of Health, Moscow, Russia
k Centre for Preventive Medicine, Medical Department M, Glostrup University Hospital, Glostrup, Denmark
l Cardiovascular Epidemiology Unit, Ninewells Hospital and Medical School, Dundee,Scotland, UK
m Norwegian Institute of Public Health, Oslo, Norway
n Section of Preventive Cardiology, Göteborg University, Göteborg, Sweden
o Department of Public Health Sciences, St. George's Hospital Medical School, London, UK

* Corresponding author: Ian M. Graham (project leader), SCORE, Department of Epidemiology & Public Health Medicine, Royal College of Surgeons in Ireland, Dublin 2, Ireland. Tel.: +353-1-402-2434; fax: +353-1-402-2329
E-mail address: igraham{at}amnch.ie


    Abstract
 Top
 Abstract
 1. Introduction
 2. Subjects and methods
 3. Results
 4. Discussion
 5. Limitations
 Appendix A
 Appendix B: Project Structure...
 Footnotes 
 References
 
Aims The SCORE project was initiated to develop a risk scoring system for use in the clinical management of cardiovascular risk in European clinical practice.

Methods and results The project assembled a pool of datasets from 12 European cohort studies, mainly carried out in general population settings. There were 205 178 persons (88 080 women and 117 098 men) representing 2.7 million person years of follow-up. There were 7934 cardiovascular deaths, of which 5652 were deaths from coronary heart disease. Ten-year risk of fatal cardiovascular disease was calculated using a Weibull model in which age was used as a measure of exposure time to risk rather than as a risk factor. Separate estimation equations were calculated for coronary heart disease and for non-coronary cardiovascular disease. These were calculated for high-risk and low-risk regions of Europe. Two parallel estimation models were developed, one based on total cholesterol and the other on total cholesterol/HDL cholesterol ratio. The risk estimations are displayed graphically in simple risk charts. Predictive value of the risk charts was examined by applying them to persons aged 45–64; areas under ROC curves ranged from 0.71 to 0.84.

Conclusions The SCORE risk estimation system offers direct estimation of total fatal cardiovascular risk in a format suited to the constraints of clinical practice.

Key Words: Cardiovascular disease • Risk factors • Risk estimation • Europe


 


    Acknowledgments
 
The funding of the SCORE project by the European Union Biomed-2 programme (contract BMH4-98-3186) and the additional support from the Royal College of Surgeons of Ireland are gratefully acknowledged. We also gratefully acknowledge the funding of the original participating studies and the SCORE project by participating institutions anddifferent national funding organisations.

We would like to acknowledge the professional advice of Dr Robert Clarke (Oxford, UK), Prof Alun Evans (Belfast, UK), Dr Ed Korn (Bethesda, MD, US), Prof Daan Kromhout (Bilthoven, The Netherlands), Dr Sarah Lewington (Oxford, UK), Prof Dan McGee (Charleston, SC, US), and Dr Qing Qiao (Helsinki, Finland), and the energetic advocacy of Prof Philip Poole-Wilson (London, UK), the former President of the ESC, in the planning phase of the project.

The SCORE Project Steering Committee gratefully acknowledges the efficient work of the Administrative Secretary of the project, Ms Jane Ingham (London, UK) in organising the Steering Committee meetings and SCORE Project workshops.


    Footnotes 
 Top
 Abstract
 1. Introduction
 2. Subjects and methods
 3. Results
 4. Discussion
 5. Limitations
 Appendix A
 Appendix B: Project Structure...
 Footnotes 
 References
 
* The Weibull model is traditionally expressed in terms of {lambda}=exp({alpha}) Back


    References
 Top
 Abstract
 1. Introduction
 2. Subjects and methods
 3. Results
 4. Discussion
 5. Limitations
 Appendix A
 Appendix B: Project Structure...
 Footnotes 
 References
 

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L. C. Gormsen, B. Nellemann, L. P. Sorensen, M. D. Jensen, J. S. Christiansen, and S. Nielsen
Impact of body composition on very-low-density lipoprotein-triglycerides kinetics
Am J Physiol Endocrinol Metab, January 1, 2009; 296(1): E165 - E173.
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ESC Textbook of Cardiovascular MedicineHome page
A. Rosengren, J. Perk, and J. Dallongeville
CHAPTER 12 Prevention of Cardiovascular Disease
ESC Textbook of Cardiovascular Medicine, January 1, 2009; 2(1): med-9780199566990-chapter - med-9780199566990-chapter.
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ESC Textbook of Cardiovascular MedicineHome page
S. E. Kjeldsen, T. A. Aksnes, R. H. Fagard, and G. Mancia
CHAPTER 13 Hypertension
ESC Textbook of Cardiovascular Medicine, January 1, 2009; 2(1): med-9780199566990-chapter - med-9780199566990-chapter.
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Eur J EndocrinolHome page
L. Alves and A. Azevedo
Hypercholesterolemia, eligibility for lipid-lowering therapy and therapeutic success: population-based study in a Portuguese urban population
Eur. J. Endocrinol., December 1, 2008; 159(6): 755 - 760.
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M. King, C. Walker, G. Levy, C. Bottomley, P. Royston, S. Weich, J. A. Bellon-Saameno, B. Moreno, I. Svab, D. Rotar, et al.
Development and Validation of an International Risk Prediction Algorithm for Episodes of Major Depression in General Practice Attendees: The PredictD Study
Arch Gen Psychiatry, December 1, 2008; 65(12): 1368 - 1376.
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Diabetes CareHome page
B. J. Wells, A. Jain, S. Arrigain, C. Yu, W. A. Rosenkrans Jr., and M. W. Kattan
Predicting 6-Year Mortality Risk in Patients With Type 2 Diabetes
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J. Clin. Endocrinol. Metab.Home page
J. L. Rosenzweig, E. Ferrannini, S. M. Grundy, S. M. Haffner, R. J. Heine, E. S. Horton, and R. Kawamori
Primary Prevention of Cardiovascular Disease and Type 2 Diabetes in Patients at Metabolic Risk: An Endocrine Society Clinical Practice Guideline
J. Clin. Endocrinol. Metab., October 1, 2008; 93(10): 3671 - 3689.
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Diabetes CareHome page
J. Cederholm, K. Eeg-Olofsson, B. Eliasson, B. Zethelius, P. M. Nilsson, S. Gudbjornsdottir, and on behalf of the Swedish National Diabetes Registe
Risk Prediction of Cardiovascular Disease in Type 2 Diabetes: A risk equation from the Swedish National Diabetes Register
Diabetes Care, October 1, 2008; 31(10): 2038 - 2043.
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The Journal of the Royal Society for the Promotion of HealthHome page
T. M. Reynolds, A. Mardani, P. J. Twomey, and A. S. Wierzbicki
Targeted versus global approaches to the management of hypercholesterolaemia
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RadiologyHome page
E. J. Heffernan, J. D. Dodd, and D. E. Malone
Cardiac Multidetector CT: Technical and Diagnostic Evaluation with Evidence-based Practice Techniques
Radiology, August 1, 2008; 248(2): 366 - 377.
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Eur Heart J SupplHome page
R. Ferrari, C. Ceconi, and G. Guardigli
Pathophysiological role of heart rate: from ischaemia to left ventricular dysfunction
Eur. Heart J. Suppl., August 1, 2008; 10(suppl_F): F7 - F10.
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CirculationHome page
P. W.F. Wilson, S. R. Bozeman, T. M. Burton, D. C. Hoaglin, R. Ben-Joseph, and C. L. Pashos
Prediction of First Events of Coronary Heart Disease and Stroke With Consideration of Adiposity
Circulation, July 8, 2008; 118(2): 124 - 130.
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J Am Coll CardiolHome page
P. Raggi, M. C. Gongora, A. Gopal, T. Q. Callister, M. Budoff, and L. J. Shaw
Coronary artery calcium to predict all-cause mortality in elderly men and women.
J. Am. Coll. Cardiol., July 1, 2008; 52(1): 17 - 23.
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BMJHome page
T. Christiaens
Cardiovascular risk tables
BMJ, June 28, 2008; 336(7659): 1445 - 1446.
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Arch Intern MedHome page
V. Barrios, C. Escobar, and R. Echarri
Concomitance of Cardiovascular Comorbidities in the Hypertensive Population: Not Only in the United States
Arch Intern Med, June 23, 2008; 168(12): 1350 - 1351.
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CirculationHome page
J. P. Greving, E. Buskens, H. Koffijberg, and A. Algra
Cost-Effectiveness of Aspirin Treatment in the Primary Prevention of Cardiovascular Disease Events in Subgroups Based on Age, Gender, and Varying Cardiovascular Risk
Circulation, June 3, 2008; 117(22): 2875 - 2883.
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Arterioscler. Thromb. Vasc. Bio.Home page
J.-P. Despres, I. Lemieux, J. Bergeron, P. Pibarot, P. Mathieu, E. Larose, J. Rodes-Cabau, O. F. Bertrand, and P. Poirier
Abdominal Obesity and the Metabolic Syndrome: Contribution to Global Cardiometabolic Risk
Arterioscler Thromb Vasc Biol, June 1, 2008; 28(6): 1039 - 1049.
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Eur Heart JHome page
J. Muller-Nordhorn, S. Binting, S. Roll, and S. N. Willich
An update on regional variation in cardiovascular mortality within Europe
Eur. Heart J., May 2, 2008; 29(10): 1316 - 1326.
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ANGIOLOGYHome page
D. B. Panagiotakos, C. Pitsavos, C. Chrysohoou, and C. Stefanadis
Hierarchical Analysis of Cardiovascular Risk Factors in Relation to the Development of Acute Coronary Syndromes, in Different Parts of Greece: The CARDIO2000 Study
Angiology, May 1, 2008; 59(2): 156 - 165.
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HeartHome page
S Graff-Iversen, R Selmer, and M-L Lochen
Rose angina predicts 23-year coronary heart disease mortality in women and men aged 40-49 years
Heart, April 1, 2008; 94(4): 482 - 486.
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Eur Heart JHome page
V. Stangl, V. Witzel, G. Baumann, and K. Stangl
Current diagnostic concepts to detect coronary artery disease in women
Eur. Heart J., March 2, 2008; 29(6): 707 - 717.
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CirculationHome page
R. B. D'Agostino Sr, R. S. Vasan, M. J. Pencina, P. A. Wolf, M. Cobain, J. M. Massaro, and W. B. Kannel
General Cardiovascular Risk Profile for Use in Primary Care: The Framingham Heart Study
Circulation, February 12, 2008; 117(6): 743 - 753.
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Eur Heart JHome page
Y. M. Smulders, A. Thijs, and J. W. Twisk
New cardiovascular risk determinants do exist and are clinically useful
Eur. Heart J., February 2, 2008; 29(4): 436 - 440.
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N. I. Parikh, M. J. Pencina, T. J. Wang, E. J. Benjamin, K. J. Lanier, D. Levy, R. B. D'Agostino Sr, W. B. Kannel, and R. S. Vasan
A Risk Score for Predicting Near-Term Incidence of Hypertension: The Framingham Heart Study
Ann Intern Med, January 15, 2008; 148(2): 102 - 110.
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E. Ingelsson, M. J. Pencina, R. B. D'Agostino, and R. S. Vasan
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JAMA, January 2, 2008; 299(1): 36 - 36.
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Arch Intern MedHome page
S. Hallan, B. Astor, S. Romundstad, K. Aasarod, K. Kvenild, and J. Coresh
Association of Kidney Function and Albuminuria With Cardiovascular Mortality in Older vs Younger Individuals: The HUNT II Study
Arch Intern Med, December 10, 2007; 167(22): 2490 - 2496.
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Eur Heart JHome page
J. C. Geller, S. Cassens, M. Brosz, U. Keil, J. Bernarding, S. Kropf, R. A. Bierwirth, B. Lippmann-Grob, H.-P. Schultheiss, K. Schluter, et al.
Achievement of guideline-defined treatment goals in primary care: the German Coronary Risk Management (CoRiMa) study
Eur. Heart J., December 2, 2007; 28(24): 3051 - 3058.
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Med Decis MakingHome page
T. van der Weijden, B. van Steenkiste, H.E.J.H. Stoffers, D.R.M. Timmermans, and R. Grol
Primary Prevention of Cardiovascular Diseases in General Practice: Mismatch between Cardiovascular Risk and Patients' Risk Perceptions
Med Decis Making, December 1, 2007; 27(6): 754 - 761.
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Eur Heart JHome page
Authors/Task Force Members, I. Graham, D. Atar, K. Borch-Johnsen, G. Boysen, G. Burell, R. Cifkova, J. Dallongeville, G. De Backer, S. Ebrahim, et al.
European guidelines on cardiovascular disease prevention in clinical practice: executive summary: Fourth Joint Task Force of the European Society of Cardiology and Other Societies on Cardiovascular Disease Prevention in Clinical Practice (Constituted by representatives of nine societies and by invited experts)
Eur. Heart J., October 1, 2007; 28(19): 2375 - 2414.
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Rheumatology (Oxford)Home page
K. de Leeuw, R. Graaff, R. de Vries, R. P. Dullaart, A. J. Smit, C. G. Kallenberg, and M. Bijl
Accumulation of advanced glycation endproducts in patients with systemic lupus erythematosus
Rheumatology, October 1, 2007; 46(10): 1551 - 1556.
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HeartHome page
C. Strom Moller, B. Zethelius, J. Sundstrom, and L. Lind
Persistent ischaemic ECG abnormalities on repeated ECG examination have important prognostic value for cardiovascular disease beyond established risk factors: a population-based study in middle-aged men with up to 32 years of follow-up
Heart, September 1, 2007; 93(9): 1104 - 1110.
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K. Fox, J. S. Borer, A. J. Camm, N. Danchin, R. Ferrari, J. L. Lopez Sendon, P. G. Steg, J.-C. Tardif, L. Tavazzi, M. Tendera, et al.
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Clinical Utility of Different Lipid Measures for Prediction of Coronary Heart Disease in Men and Women
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P. Collins, G. Rosano, C. Casey, C. Daly, M. Gambacciani, P. Hadji, R. Kaaja, T. Mikkola, S. Palacios, R. Preston, et al.
Management of cardiovascular risk in the peri-menopausal woman: a consensus statement of European cardiologists and gynaecologists
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StrokeHome page
B. Norrving, P. Wester, K. S. Sunnerhagen, A. Terent, A. Sohlberg, F. Berggren, P.-O. Wester, K. Asplund, for the Stroke Guidelines Working Group,, and National Board of Health and Welfare, Stockholm, S
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Eur Heart JHome page
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2007 Guidelines for the Management of Arterial Hypertension: The Task Force for the Management of Arterial Hypertension of the European Society of Hypertension (ESH) and of the European Society of Cardiology (ESC)
Eur. Heart J., June 11, 2007; (2007) ehm236v1.
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Eur Heart JHome page
M. H. Olsen, T. W. Hansen, M. K. Christensen, F. Gustafsson, S. Rasmussen, K. Wachtell, H. Ibsen, C. Torp-Pedersen, and P. R. Hildebrandt
N-terminal pro-brain natriuretic peptide, but not high sensitivity C-reactive protein, improves cardiovascular risk prediction in the general population
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Guidelines on diabetes, pre-diabetes, and cardiovascular diseases: full text: The Task Force on Diabetes and Cardiovascular Diseases of the European Society of Cardiology (ESC) and of the European Association for the Study of Diabetes (EASD)
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R. L. Coleman, R. J. Stevens, R. Retnakaran, and R. R. Holman
Framingham, SCORE, and DECODE Risk Equations Do Not Provide Reliable Cardiovascular Risk Estimates in Type 2 Diabetes
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Eur Heart J SupplHome page
D. Wood
The concept of doctor targets based on quality guidelines: focus on blood pressure
Eur. Heart J. Suppl., May 1, 2007; 9(suppl_B): B29 - B36.
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Eur Heart JHome page
M. J. Holzmann, N. Hammar, S. Ahnve, T. Nordqvist, K. Pehrsson, and T. Ivert
Renal insufficiency and long-term mortality and incidence of myocardial infarction in patients undergoing coronary artery bypass grafting
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Pharmacol. Rev.Home page
J. H. Revkin, C. L. Shear, H. G. Pouleur, S. W. Ryder, and D. G. Orloff
Biomarkers in the Prevention and Treatment of Atherosclerosis: Need, Validation, and Future
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J. Epidemiol. Community HealthHome page
Asia Pacific Cohort Studies Collaboration
Cardiovascular risk prediction tools for populations in Asia
J Epidemiol Community Health, February 1, 2007; 61(2): 115 - 121.
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J Am Coll CardiolHome page
P. Greenland, R. O. Bonow, B. H. Brundage, M. J. Budoff, M. J. Eisenberg, S. M. Grundy, M. S. Lauer, W. S. Post, P. Raggi, R. F. Redberg, et al.
ACCF/AHA 2007 Clinical Expert Consensus Document on Coronary Artery Calcium Scoring By Computed Tomography in Global Cardiovascular Risk Assessment and in Evaluation of Patients With Chest Pain: A Report of the American College of Cardiology Foundation Clinical Expert Consensus Task Force (ACCF/AHA Writing Committee to Update the 2000 Expert Consensus Document on Electron Beam Computed Tomography) Developed in Collaboration With the Society of Atherosclerosis Imaging and Prevention and the Society of Cardiovascular Computed Tomography
J. Am. Coll. Cardiol., January 23, 2007; 49(3): 378 - 402.
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Eur Heart JHome page
Authors/Task Force Members, L. Ryden, E. Standl, M. Bartnik, G. Van den Berghe, J. Betteridge, M.-J. de Boer, F. Cosentino, B. Jonsson, M. Laakso, et al.
Guidelines on diabetes, pre-diabetes, and cardiovascular diseases: executive summary: The Task Force on Diabetes and Cardiovascular Diseases of the European Society of Cardiology (ESC) and of the European Association for the Study of Diabetes (EASD)
Eur. Heart J., January 1, 2007; 28(1): 88 - 136.
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Nephrol Dial TransplantHome page
S. J. L. Bakker, R. T. Gansevoort, and D. de Zeeuw
Metabolic syndrome: a fata morgana?
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HeartHome page
P Brindle, A Beswick, T Fahey, and S Ebrahim
Accuracy and impact of risk assessment in the primary prevention of cardiovascular disease: a systematic review
Heart, December 1, 2006; 92(12): 1752 - 1759.
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J S Jurgensen
The value of risk scores
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CirculationHome page
Y. Wu, X. Liu, X. Li, Y. Li, L. Zhao, Z. Chen, Y. Li, X. Rao, B. Zhou, R. Detrano, et al.
Estimation of 10-Year Risk of Fatal and Nonfatal Ischemic Cardiovascular Diseases in Chinese Adults
Circulation, November 21, 2006; 114(21): 2217 - 2225.
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LupusHome page
K De Leeuw, B Freire, A J Smit, H Bootsma, C G Kallenberg, and M Bijl
Traditional and non-traditional risk factors contribute to the development of accelerated atherosclerosis in patients with systemic lupus erythematosus
Lupus, October 1, 2006; 15(10): 675 - 682.
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HeartHome page
P. Paramsothy and R. Knopp
Management of dyslipidaemias.
Heart, October 1, 2006; 92(10): 1529 - 1534.
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Eur Heart JHome page
D.-H. Lee, K. Silventoinen, G. Hu, D. R. Jacobs Jr, P. Jousilahti, J. Sundvall, and J. Tuomilehto
Serum gamma-glutamyltransferase predicts non-fatal myocardial infarction and fatal coronary heart disease among 28 838 middle-aged men and women
Eur. Heart J., September 2, 2006; 27(18): 2170 - 2176.
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ANN INTERN MEDHome page
D. M. Lloyd-Jones, K. Liu, L. Tian, and P. Greenland
Narrative Review: Assessment of C-Reactive Protein in Risk Prediction for Cardiovascular Disease
Ann Intern Med, July 4, 2006; 145(1): 35 - 42.
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