Competing risks and lifetime coronary heart disease incidence during 50 years of follow-up

被引:30
作者
Puddu, Paolo Emilio [1 ]
Piras, Paolo [1 ]
Menotti, Alessandro [2 ]
机构
[1] Sapienza Univ Rome, Dept Cardiovasc Resp Nephrol Anesthesiol & Geriat, Rome, Italy
[2] Assoc Cardiac Res, Rome, Italy
关键词
Predictive models; Cox; Fine-Gray; Competing risks; CHD typical; Cholesterol; Risk factors; Epidemiology; 50-year follow-up; CARDIOVASCULAR-DISEASE; UNCERTAIN ETIOLOGY; FACTOR BURDEN; AGE; PREDICTION; MORTALITY; STROKE; DEATH; MEN;
D O I
10.1016/j.ijcard.2016.05.043
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objectives: To study coronary heart disease (CHD) incidence versus other cause of death using the cumulative incidence function and the competing risks procedures to disentangle the differential role of risk factors for different end-points. Material and methods: We compared standard Cox and Fine-Gray models among 1677 middle aged men of an Italian population study of cardiovascular diseases that reached 50 years of follow-up with the quasi extinction of the population. The incidence of either fatal or non-fatal cases in 50 years was used as primary event, while deaths from any other cause, mutually exclusive from the primary events, were considered as secondary events. We considered 10 selected risk factors. Results: The main result was that cholesterol was significantly and positively related to incidence of CHD contrasted with deaths from any other cause. On the other hand, when the primary events were deaths from any other cause and the competing events were CHD, cholesterol was inversely and age positively related. This outcome did not exclude the predictive role of other risk factors, such as age, cigarettes, arm circumference (protective), systolic blood pressure, vital capacity (protective), cholesterol, corneal arcus and diabetes, documented by the Cox model, that had common roles for both end-points. Conclusions: Fine-Gray model, initially proposed to handle adequately cumulative incidence function may thus prevent overestimation of risks related to the Kaplan-Meier based methods such as Cox model and identify the specific risk factors for defined end-points. (C) 2016 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:79 / 83
页数:5
相关论文
共 21 条
[1]  
ANDERSON JT, 1956, CLIN CHEM, V2, P145
[2]   Mortality in relation to smoking: 50 years' observations on male British doctors [J].
Doll, R ;
Peto, R ;
Boreham, J ;
Sutherland, I .
BMJ-BRITISH MEDICAL JOURNAL, 2004, 328 (7455) :1519-1528
[3]   Cardiorespiratory risk factors as predictors of 40-year mortality in women and men [J].
Ferrie, J. E. ;
Singh-Manoux, A. ;
Kivimaeki, M. ;
Mindell, J. ;
Breeze, E. ;
Smith, G. Davey ;
Shipley, M. J. .
HEART, 2009, 95 (15) :1250-1257
[4]   A proportional hazards model for the subdistribution of a competing risk [J].
Fine, JP ;
Gray, RJ .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1999, 94 (446) :496-509
[5]   EFFECT OF RISK FACTOR VALUES ON LIFETIME RISK OF AND AGE AT FIRST CORONARY EVENT - THE ADVENTIST HEALTH STUDY [J].
FRASER, GE ;
LINDSTED, KD ;
BEESON, WL .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 1995, 142 (07) :746-758
[6]   Comparison of risk factors for the competing risks of coronary heart disease, stroke, and venous thromboembolism [J].
Glynn, RJ ;
Rosner, B .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2005, 162 (10) :975-982
[7]  
Gray B., 2014, CMPRSK R PACKAGE
[8]   A CLASS OF K-SAMPLE TESTS FOR COMPARING THE CUMULATIVE INCIDENCE OF A COMPETING RISK [J].
GRAY, RJ .
ANNALS OF STATISTICS, 1988, 16 (03) :1141-1154
[9]   Prediction of lifetime risk for cardiovascular disease by risk factor burden at 50 years of age [J].
Lloyd-Jones, DM ;
Leip, EP ;
Larson, MG ;
D'Agostino, RB ;
Beiser, A ;
Wilson, PWF ;
Wolf, PA ;
Levy, D .
CIRCULATION, 2006, 113 (06) :791-798
[10]   Risk factor burden in middle age and lifetime risks for cardiovascular and non-cardiovascular death (Chicago Heart Association Detection Project in Industry) [J].
Lloyd-Jones, Donald M. ;
Dyer, Alan R. ;
Wang, Renwei ;
Daviglus, Martha L. ;
Greenland, Philip .
AMERICAN JOURNAL OF CARDIOLOGY, 2007, 99 (04) :535-540