1 Center for Cerebral and Cardiovascular Disease Information National Cerebral and Cardiovascular Center Suita Japan.
5 Faculty of Nursing School of Health Science Fujita Health University Toyoake Japan.
J Am Heart Assoc. 2019 Feb 5;8(3):e010628. doi: 10.1161/JAHA.118.010628.
Background Few previous studies used information on changes in fasting plasma glucose ( FPG ) assessed at multiple points in time in relationship to cardiovascular disease ( CVD ) incidence. The present study aimed to identify subgroups of FPG trajectories with assessing CVD incidence. Methods and Results The present study was based on the Suita study, a population-based cohort study in Japan. The primary outcome was incidence of the first CVD events consisting of stroke and coronary heart diseases between 1989 and 2013. The main exposure was FPG assessed every 2 years. We used joint latent class mixed models to derive FPG trajectories over time while evaluating cumulative incidence of CVD , and categorized participants into several subgroups based on those trajectories and cumulative incidence. We observed 356 and 243 CVD events during the median follow-up of 17.2 and 20.2 years among 3120 men and 3482 women, respectively. The joint latent mixed models found 3 subgroups in men and 2 subgroups in women. Of the 3 subgroups in men, 1 subgroup had FPG levels that increased sharply (96.5-205.0 mg/dL from aged 40 to 80 years) and higher CVD cumulative incidence. Of the 2 subgroups in women, 1 subgroup had FPG levels that increased sharply (97.7-190.5 mg/dL from aged 40 to 80 years) and tended to have slightly higher CVD incidence compared with the other subgroup. Conclusion It can be important to manage CVD risk factors especially for people whose FPG trajectories sharply increased to prevent CVD .
背景 先前的一些研究使用了在多个时间点评估的空腹血糖 (FPG) 的变化信息与心血管疾病 (CVD) 发病率的关系。本研究旨在确定与 CVD 发病率相关的 FPG 轨迹亚组。
方法和结果 本研究基于日本的 Suita 研究,这是一项基于人群的队列研究。主要结局是 1989 年至 2013 年间首次发生的 CVD 事件(包括中风和冠心病)的发生率。主要暴露是每 2 年评估一次的 FPG。我们使用联合潜在类别混合模型来推导出随时间变化的 FPG 轨迹,同时评估 CVD 的累积发病率,并根据这些轨迹和累积发病率将参与者分为几个亚组。我们观察到 3120 名男性和 3482 名女性中位随访 17.2 年和 20.2 年期间分别发生 356 例和 243 例 CVD 事件。联合潜在混合模型在男性中发现 3 个亚组,在女性中发现 2 个亚组。在男性的 3 个亚组中,1 个亚组的 FPG 水平急剧升高(40 岁至 80 岁时从 96.5-205.0mg/dL),且 CVD 累积发病率较高。在女性的 2 个亚组中,1 个亚组的 FPG 水平急剧升高(40 岁至 80 岁时从 97.7-190.5mg/dL),与另一个亚组相比,CVD 发病率略高。
结论 对于 FPG 轨迹急剧升高的人来说,管理 CVD 危险因素尤为重要,以预防 CVD。