Novel and Conventional Biomarkers for Prediction of Incident Cardiovascular Events in the Community

被引:435
作者
Melander, Olle [1 ]
Newton-Cheh, Christopher [2 ,3 ,4 ,5 ]
Almgren, Peter [1 ]
Hedblad, Bo [1 ]
Berglund, Goeran [1 ]
Engstrom, Gunnar [1 ]
Persson, Margaretha [1 ]
Smith, J. Gustav [1 ,5 ]
Magnusson, Martin [1 ]
Christensson, Anders [1 ]
Struck, Joachim [6 ]
Morgenthaler, Nils G. [6 ]
Bergmann, Andreas [6 ]
Pencina, Michael J. [7 ]
Wang, Thomas J. [2 ,4 ]
机构
[1] Lund Univ, Dept Clin Sci, SE-20502 Malmo, Sweden
[2] Harvard Univ, Massachusetts Gen Hosp, Sch Med, Div Cardiol, Boston, MA USA
[3] Harvard Univ, Massachusetts Gen Hosp, Sch Med, Ctr Human Genet Res, Boston, MA USA
[4] Harvard Univ, Massachusetts Gen Hosp, Sch Med, Cardiovasc Res Ctr, Boston, MA USA
[5] Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
[6] BRAHMS AG, Res Dept, Hennigsdorf, Germany
[7] Boston Univ, Dept Biostat, Boston, MA 02215 USA
来源
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION | 2009年 / 302卷 / 01期
基金
美国国家卫生研究院; 英国医学研究理事会;
关键词
C-REACTIVE PROTEIN; PROATRIAL NATRIURETIC PEPTIDE; ACUTE MYOCARDIAL-INFARCTION; CORONARY-HEART-DISEASE; MULTIPLE BIOMARKERS; PHOSPHOLIPASE A(2); RISK PREDICTION; PRO-ADRENOMEDULLIN; CASE-FATALITY; PREVENTION;
D O I
10.1001/jama.2009.943
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Context Prior studies have demonstrated conflicting results regarding how much information novel biomarkers add to cardiovascular risk assessment. Objective To evaluate the utility of contemporary biomarkers for predicting cardiovascular risk when added to conventional risk factors. Design, Setting, and Participants Cohort study of 5067 participants (mean age, 58 years; 60% women) without cardiovascular disease from Malmo, Sweden, who attended a baseline examination between 1991 and 1994. Participants underwent measurement of C-reactive protein (CRP), cystatin C, lipoprotein-associated phospholipase 2, midregional proadrenomedullin (MR-proADM), midregional proatrial natriuretic peptide, and N-terminal pro-B-type natriuretic peptide (N-BNP) and underwent follow-up until 2006 using the Swedish national hospital discharge and cause-of-death registers and the Stroke in Malmo register for first cardiovascular events (myocardial infarction, stroke, coronary death). Main Outcome Measures Incident cardiovascular and coronary events. Results During median follow-up of 12.8 years, there were 418 cardiovascular and 230 coronary events. Models with conventional risk factors had C statistics of 0.758 (95% confidence interval [CI], 0.734 to 0.781) and 0.760 (0.730 to 0.789) for cardiovascular and coronary events, respectively. Biomarkers retained in backward-elimination models were CRP and N-BNP for cardiovascular events and MR-proADM and N-BNP for coronary events, which increased the C statistic by 0.007 (P = .04) and 0.009 (P = .08), respectively. The proportion of participants reclassified was modest (8% for cardiovascular risk, 5% for coronary risk). Net reclassification improvement was nonsignificant for cardiovascular events (0.0%; 95% CI, -4.3% to 4.3%) and coronary events (4.7%; 95% CI, -0.76% to 10.1%). Greater improvements were observed in analyses restricted to intermediate-risk individuals (cardiovascular events: 7.4%; 95% CI, 0.7% to 14.1%; P = .03; coronary events: 14.6%; 95% CI, 5.0% to 24.2%; P = .003). However, correct reclassification was almost entirely confined to down-classification of individuals without events rather than up-classification of those with events. Conclusions Selected biomarkers may be used to predict future cardiovascular events, but the gains over conventional risk factors are minimal. Risk classification improved in intermediate-risk individuals, mainly through the identification of those unlikely to develop events. JAMA. 2009;302(1):49-57
引用
收藏
页码:49 / 57
页数:9
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