Department of Medicine and Surgery, Research Centre in Epidemiology and Preventive Medicine, University of Insubria, Varese, Italy.
Occupational Medicine Unit, Varese Hospital and University of Insubria, Varese, Italy.
Int J Public Health. 2018 Jul;63(6):723-732. doi: 10.1007/s00038-018-1118-2. Epub 2018 May 25.
The prognostic utility of lifestyle risk factors and job-related conditions (LS&JRC) for cardiovascular disease (CVD) risk stratification remains to be clarified.
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.
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).
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.
生活方式风险因素和与工作相关的条件(LS&JRC)对心血管疾病(CVD)风险分层的预后价值仍需阐明。
我们在意大利北部的四个前瞻性队列中调查了 2532 名 35-64 岁的无心血管疾病(CVD)工人的 LS&JRC 的区分度和临床实用性,他们在招募时(1989-1996 年)无 CVD,并随访(中位数 14 年)至首次主要冠状动脉事件或缺血性中风、致命或非致命。从包括吸烟、饮酒、职业和运动体力活动以及工作压力的 Cox 模型中,我们估计了 10 年的区分度,即 ROC 曲线下面积(AUC),以及临床实用性,即净效益。
在随访期间发生了 162 例事件(10 年风险:4.3%)。LS&JRC 模型的区分度与血脂、血压、吸烟和糖尿病(AUC=0.753)相同(AUC=0.753,95%CI 0.700-0.780),在不同职业类别中一致。在 CVD 低风险(n=1832,91 例 CVD 事件)的工人中,有 1832 名处于 LS&JRC 风险增加的状态;其中,每 15 例就有 1 例为病例,导致净效益为正(1.27;95%CI 0.68-2.16)。
LS&JRC 在识别工作男性未来心血管事件方面与临床危险因素一样准确。我们的结果支持在工作场所采取改善整体健康的举措作为预防心血管疾病的策略。