TY - JOUR
T1 - Cardiovascular disease prevention at the workplace
T2 - assessing the prognostic value of lifestyle risk factors and job-related conditions
AU - The Cohorts Collaborative Study in Northern Italy (CCSNI) Research Group
AU - Veronesi, Giovanni
AU - Borchini, Rossana
AU - Landsbergis, Paul
AU - Iacoviello, Licia
AU - Gianfagna, Francesco
AU - Tayoun, Patrick
AU - Grassi, Guido
AU - Cesana, Giancarlo
AU - Ferrario, Marco Mario
AU - Sega, R.
AU - Gussoni, M. T.
AU - Duzioni, F.
AU - Bolognesi, L.
AU - Fornari, C.
AU - Bertù, L.
AU - Mancia, G.
AU - Bombelli, M.
AU - Facchetti, R.
AU - Vivaldi, A.
AU - Brambilla, P.
AU - Signorini, S.
AU - Borsani, A.
AU - Landone, S.
AU - Parassoni, D.
AU - Ruspa, M.
AU - Mombelli, S.
AU - de Moliner, P.
N1 - Publisher Copyright:
© 2018, The Author(s).
PY - 2018/7/1
Y1 - 2018/7/1
N2 - Objectives: The prognostic utility of lifestyle risk factors and job-related conditions (LS&JRC) for cardiovascular disease (CVD) risk stratification remains to be clarified. Methods: We investigated discrimination and clinical utility of LS&JRC among 2532 workers, 35–64 years old, CVD-free at the time of recruitment (1989–1996) in four prospective cohorts in Northern Italy, and followed up (median 14 years) until first major coronary event or ischemic stroke, fatal or non-fatal. From a Cox model including cigarette smoking, alcohol intake, occupational and sport physical activity and job strain, we estimated 10-year discrimination as the area under the ROC curve (AUC), and clinical utility as the Net Benefit. Results: N = 162 events occurred during follow-up (10-year risk: 4.3%). The LS&JRC model showed the same discrimination (AUC = 0.753, 95% CI 0.700–0.780) as blood lipids, blood pressure, smoking and diabetes (AUC = 0.753), consistently across occupational classes. Among workers at low CVD risk (n = 1832, 91 CVD events), 687 were at increased LS&JRC risk; of these, 1 every 15 was a case, resulting in a positive Net Benefit (1.27; 95% CI 0.68–2.16). Conclusions: LS&JRC are as accurate as clinical risk factors in identifying future cardiovascular events among working males. Our results support initiatives to improve total health at work as strategies to prevent cardiovascular disease.
AB - Objectives: The prognostic utility of lifestyle risk factors and job-related conditions (LS&JRC) for cardiovascular disease (CVD) risk stratification remains to be clarified. Methods: We investigated discrimination and clinical utility of LS&JRC among 2532 workers, 35–64 years old, CVD-free at the time of recruitment (1989–1996) in four prospective cohorts in Northern Italy, and followed up (median 14 years) until first major coronary event or ischemic stroke, fatal or non-fatal. From a Cox model including cigarette smoking, alcohol intake, occupational and sport physical activity and job strain, we estimated 10-year discrimination as the area under the ROC curve (AUC), and clinical utility as the Net Benefit. Results: N = 162 events occurred during follow-up (10-year risk: 4.3%). The LS&JRC model showed the same discrimination (AUC = 0.753, 95% CI 0.700–0.780) as blood lipids, blood pressure, smoking and diabetes (AUC = 0.753), consistently across occupational classes. Among workers at low CVD risk (n = 1832, 91 CVD events), 687 were at increased LS&JRC risk; of these, 1 every 15 was a case, resulting in a positive Net Benefit (1.27; 95% CI 0.68–2.16). Conclusions: LS&JRC are as accurate as clinical risk factors in identifying future cardiovascular events among working males. Our results support initiatives to improve total health at work as strategies to prevent cardiovascular disease.
KW - Cardiovascular prevention
KW - Clinical utility
KW - Discrimination
KW - Global workers’ health
KW - Job strain
KW - Lifestyle
KW - Risk estimation
KW - Workplace
UR - https://www.scopus.com/pages/publications/85047401879
U2 - 10.1007/s00038-018-1118-2
DO - 10.1007/s00038-018-1118-2
M3 - Article
C2 - 29802415
AN - SCOPUS:85047401879
SN - 1661-8556
VL - 63
SP - 723
EP - 732
JO - International Journal of Public Health
JF - International Journal of Public Health
IS - 6
ER -