National Heart, Lung, and Blood Institute’s and Boston University’s Framingham Heart Study, Framingham, Massachusetts, USA.
Diabetes Care. 2013 Jun;36(6):1590-6. doi: 10.2337/dc12-1121. Epub 2013 Jan 22.
Many studies of diabetes have examined risk factors at the time of diabetes diagnosis instead of considering the lifetime burden of adverse risk factor levels. We examined the 30-year cardiovascular disease (CVD) risk factor burden that participants have up to the time of diabetes diagnosis.
Among participants free of CVD, incident diabetes cases (fasting plasma glucose ≥ 126 mg/dL or treatment) occurring at examinations 2 through 8 (1979-2008) of the Framingham Heart Study Offspring cohort were age- and sex-matched 1:2 to controls. CVD risk factors (hypertension, high LDL cholesterol, low HDL cholesterol, high triglycerides, obesity) were measured at the time of diabetes diagnosis and at time points 10, 20, and 30 years prior. Conditional logistic regression was used to compare risk factor levels at each time point between diabetes cases and controls.
We identified 525 participants with new-onset diabetes who were matched to 1,049 controls (mean age, 60 years; 40% women). Compared with those without diabetes, individuals who eventually developed diabetes had higher levels of hypertension (odds ratio [OR], 2.2; P = 0.003), high LDL (OR, 1.5; P = 0.04), low HDL (OR, 2.1; P = 0.0001), high triglycerides (OR, 1.7; P = 0.04), and obesity (OR, 3.3; P < 0.0001) at time points 30 years before diabetes diagnosis. After further adjustment for BMI, the ORs for hypertension (OR, 1.9; P = 0.02) and low HDL (OR, 1.7; P = 0.01) remained statistically significant.
CVD risk factors are increased up to 30 years before diagnosis of diabetes. These findings highlight the importance of a life course approach to CVD risk factor identification among individuals at risk for diabetes.
许多糖尿病研究都检查了糖尿病诊断时的危险因素,而没有考虑到不良危险因素水平的终身负担。我们研究了参与者在糖尿病诊断之前的 30 年心血管疾病(CVD)危险因素负担。
在无 CVD 的参与者中,弗雷明汉心脏研究后代队列的 2 至 8 次检查(1979-2008 年)中出现的新诊断糖尿病病例(空腹血糖≥126mg/dL 或治疗),按年龄和性别与对照组 1:2 匹配。在糖尿病诊断时和之前 10、20 和 30 年测量 CVD 危险因素(高血压、高 LDL 胆固醇、低 HDL 胆固醇、高甘油三酯、肥胖)。使用条件逻辑回归比较糖尿病病例和对照组在每个时间点的危险因素水平。
我们确定了 525 名新发糖尿病患者,与 1049 名对照组匹配(平均年龄 60 岁,40%为女性)。与无糖尿病者相比,最终发生糖尿病者的高血压水平更高(比值比 [OR],2.2;P=0.003)、高 LDL(OR,1.5;P=0.04)、低 HDL(OR,2.1;P=0.0001)、高甘油三酯(OR,1.7;P=0.04)和肥胖(OR,3.3;P<0.0001)在糖尿病诊断前 30 年的时点。进一步调整 BMI 后,高血压(OR,1.9;P=0.02)和低 HDL(OR,1.7;P=0.01)的比值比仍具有统计学意义。
在诊断糖尿病前 30 年,CVD 危险因素就已经增加。这些发现强调了在有糖尿病风险的个体中,采用生命历程方法识别 CVD 危险因素的重要性。