The association between education and cardiovascular disease incidence is mediated by hypertension, diabetes, and body mass index

被引:79
作者
Degano, Irene R. [1 ,2 ]
Marrugat, Jaume [1 ,2 ]
Grau, Maria [2 ,3 ]
Salvador-Gonzalez, Betlem [2 ,4 ]
Ramos, Rafel [5 ,6 ,7 ]
Zamora, Alberto [6 ,8 ,9 ]
Marti, Ruth [5 ,10 ]
Elosua, Roberto [1 ,2 ]
机构
[1] ISCIII, CIBER Cardiovasc Dis CIBERCV, Madrid, Spain
[2] Hosp del Mar, Med Res Inst, Cardiovasc Epidemiol & Genet Grp, REGICOR Study Grp,IMIM,Epidemiol & Publ Hlth Prog, Barcelona, Spain
[3] Univ Barcelona, Sch Pharm, Barcelona, Spain
[4] Catalan Inst Hlth, Primary Care Res Inst Jordi Gol, ABS Florida Sud & Cardiovasc Res Grp Primary Care, Barcelona, Spain
[5] Inst Univ Invest Atencio Primaria Jordi Gol IDIAP, Vasc Hlth Res Grp ISV Girona, Barcelona, Spain
[6] Univ Girona, Sch Med, Dept Med Sci, Translab Res Grp, Girona, Spain
[7] Inst Catala Salut, Ambit Atencio Primaria, Girona, Spain
[8] Hosp Blanes, Lipid & Atherosclerosis Unit, Girona, Spain
[9] Hosp Blanes, Dept Internal Med, Girona, Spain
[10] Hosp Univ Dr Josep Trueta, Inst Invest Biomed Girona IDIBGI, Girona, Spain
关键词
CORONARY-HEART-DISEASE; ACUTE MYOCARDIAL-INFARCTION; MIDDLE-AGED WOMEN; RISK-FACTORS; SOCIOECONOMIC INEQUALITIES; BEHAVIORAL-FACTORS; SOCIAL-CLASS; LIFE-STYLE; MORTALITY; MEN;
D O I
10.1038/s41598-017-10775-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Education and cardiovascular disease (CVD) are inversely associated but the mediating factors have not been totally elucidated. Our aim was to analyze the mediating role of modifiable risk factors. Cohort study using the REGICOR population cohorts. Participants without previous CVD were included (n = 9226). Marginal structural models were used to analyze the association between education and CVD incidence at 6 years of follow-up. Mediation by modifiable risk factors (diabetes, dyslipidemia, hypertension, smoking, body mass index, and physical activity) was assessed using the counterfactual framework. Participants with a university degree had a CVD incidence hazard ratio (HR) of 0.51 (95% confidence interval (CI) = 0.30, 0.85), compared to those with primary or lower education. Only hypertension, BMI, and diabetes mediated the association between education and CVD incidence, accounting for 26% of the association (13.9, 6.9, and 5.2%, respectively). Sensitivity analyses showed that hypertension was the strongest mediator (average causal mediation effect [95% CI] = increase of 2170 days free of CVD events [711, 4520]). The association between education and CVD incidence is partially mediated by hypertension, BMI, and diabetes. Interventions to decrease the prevalence of these risk factors could contribute to diminish the CVD inequalities associated with educational level.
引用
收藏
页数:8
相关论文
共 45 条
[11]   Trends in cardiovascular risk factor prevalence (1995-2000-2005) in northeastern Spain [J].
Grau, Maria ;
Subirana, Isaac ;
Elosua, Roberto ;
Solanas, Pascual ;
Ramos, Rafel ;
Masia, Rafel ;
Cordon, Ferran ;
Sala, Joan ;
Juvinya, Dolors ;
Cerezo, Carlos ;
Fito, Montserrat ;
Vila, Joan ;
Covas, Maria Isabel ;
Marrugat, Jaume .
EUROPEAN JOURNAL OF CARDIOVASCULAR PREVENTION & REHABILITATION, 2007, 14 (05) :653-659
[12]  
Haskell WL, 2007, MED SCI SPORT EXER, V39, P1423, DOI [10.1249/mss.0b013e3180616b27, 10.1161/CIRCULATIONAHA.107.185649]
[13]   Social Determinants of Risk and Outcomes for Cardiovascular Disease A Scientific Statement From the American Heart Association [J].
Havranek, Edward P. ;
Mujahid, Mahasin S. ;
Barr, Donald A. ;
Blair, Irene V. ;
Cohen, Meryl S. ;
Cruz-Flores, Salvador ;
Davey-Smith, George ;
Dennison-Himmelfarb, Cheryl R. ;
Lauer, Michael S. ;
Lockwood, Debra W. ;
Rosal, Milagros ;
Yancy, Clyde W. .
CIRCULATION, 2015, 132 (09) :873-898
[14]   Socioeconomic inequalities in cardiovascular mortality and the role of childhood socioeconomic conditions and adulthood risk factors: A prospective cohort study with 17-years of follow up [J].
Carlijn BM Kamphuis ;
Gavin Turrell ;
Katrina Giskes ;
Johan P Mackenbach ;
Frank J van Lenthe .
BMC Public Health, 12 (1)
[15]   Quantifying the contributions of behavioral and biological risk factors to socioeconomic disparities in coronary heart disease incidence: the MORGEN study [J].
Kershaw, Kiarri N. ;
Droomers, Mariel ;
Robinson, Whitney R. ;
Carnethon, Mercedes R. ;
Daviglus, Martha L. ;
Verschuren, W. M. Monique .
EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2013, 28 (10) :807-814
[16]   Socioeconomic position, co-occurrence of behavior-related risk factors, and coronary heart disease:: the Finnish public sector study [J].
Kivimaki, Mika ;
Lawlor, Debbie A. ;
Smith, George Davey ;
Kouvonen, Anne ;
Virtanen, Marianna ;
Elovainio, Marko ;
Vahtera, Jussi .
AMERICAN JOURNAL OF PUBLIC HEALTH, 2007, 97 (05) :874-879
[17]   The socioeconomic gradient in the incidence of stroke - A prospective study in middle-aged women in Sweden [J].
Kuper, Hannah ;
Adami, Hans-Olov ;
Theorell, Tores ;
Weiderpass, Elisabete .
STROKE, 2007, 38 (01) :27-33
[18]   Psychosocial determinants of coronary heart disease in middle-aged women: A prospective study in Sweden [J].
Kuper, Hannah ;
Adami, Hans-Olov ;
Theorell, Tores ;
Weiderpass, Elisabete .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2006, 164 (04) :349-357
[19]   Education and Coronary Heart Disease Risk Associations May be Affected by Early-Life Common Prior Causes: A Propensity Matching Analysis [J].
Loucks, Eric B. ;
Buka, Stephen L. ;
Rogers, Michelle L. ;
Liu, Tao ;
Kawachi, Ichiro ;
Kubzansky, Laura D. ;
Martin, Laurie T. ;
Gilman, Stephen E. .
ANNALS OF EPIDEMIOLOGY, 2012, 22 (04) :221-232
[20]  
Lynch JW, 1996, AM J EPIDEMIOL, V144, P934, DOI 10.1093/oxfordjournals.aje.a008863