Onat Altan, Can Günay, Kaya Ayşem, Keskin Muhammed, Hayıroğlu Mert I, Yüksel Hüsniye
Department of Cardiology, Cerrahpaşa Medical Faculty, İstanbul University; İstanbul-Turkey.
Anatol J Cardiol. 2017 Jun;17(6):436-444. doi: 10.14744/AnatolJCardiol.2017.7580. Epub 2017 Mar 9.
To assist the management strategy of individuals, we determined an algorithm for predicting the risk of coronary heart disease (CHD) death in Turkish adults with a high prevalence of metabolic syndrome (MetS).
The risk of CHD death was estimated in 3054 middle-aged adults, followed over 9.08±4.2 years. Cox proportional hazard regression was used to predict risk. Discrimination was assessed using C-statistics.
CHD death was identified in 233 subjects. In multivariable analysis, the serum high-density lipoprotein-cholesterol (HDL-C) level was not predictive in men and the non-HDL-C level was not predictive in women. Age, presence of diabetes, systolic blood pressure ≥160 mm Hg, smoking habit, and low physical activity were predictors in both sexes. The exclusion of coronary disease at baseline did not change the risk estimates materially. Using an algorithm of the 7 stated variables, individuals in the highest category of risk score showed a 19- to 50-fold higher spread in the absolute risk of death from CHD than those in the second lowest category. C-index of the model using age alone was as high as 0.774 in men and 0.836 in women (p<0.001 each), while the incorporation of 6 conventional risk factors contributed to a C-index of 0.058 in males and 0.042 in females.
In a middle-aged population with prevalent MetS, men disclosed anticipated risk parameters (except for high HDL-C levels) as determinants of the risk of CHD death. On the other hand, serum non-HDL-C levels and moderate systolic hypertension were not relevant in women. The moderate contribution of conventional risk factors (beyond age) to the estimation of the risk of CHD death in women is consistent with the operation of autoimmune activation.
为辅助个体管理策略,我们确定了一种算法,用于预测代谢综合征(MetS)患病率高的土耳其成年人冠心病(CHD)死亡风险。
对3054名中年成年人进行了9.08±4.2年的随访,评估其冠心病死亡风险。采用Cox比例风险回归预测风险,用C统计量评估辨别力。
233名受试者发生冠心病死亡。多变量分析显示,血清高密度脂蛋白胆固醇(HDL-C)水平对男性无预测价值,非HDL-C水平对女性无预测价值。年龄、糖尿病、收缩压≥160 mmHg、吸烟习惯和低体力活动在两性中均为预测因素。基线时排除冠心病对风险估计无实质性影响。使用包含7个上述变量的算法,风险评分最高组的个体冠心病死亡绝对风险比第二低组高19至50倍。仅使用年龄的模型C指数在男性中高达0.774,在女性中为0.836(均p<0.001),而纳入6个传统风险因素后,男性C指数增加0.058,女性增加0.042。
在MetS流行的中年人群中,男性显示出预期的风险参数(除HDL-C水平高外)是冠心病死亡风险的决定因素。另一方面,血清非HDL-C水平和中度收缩期高血压对女性无相关性。传统风险因素(除年龄外)对女性冠心病死亡风险估计的中度贡献与自身免疫激活的作用一致。