Department of Epidemiology and Prevention, Wake Forest University School of Medicine, Winston-Salem, NC, United States.
Department Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, NC, United States.
Diabetes Res Clin Pract. 2019 Dec;158:107915. doi: 10.1016/j.diabres.2019.107915. Epub 2019 Nov 6.
To characterize unique diabetes phenotypes among National Health and Nutrition Examination Survey (NHANES) participants and assess associations with race/ethnicity, cardiovascular disease (CVD) risk factors, and prevalent complications.
We included participants (age ≥ 20 years) from NHANES exams 2003-04 through 2013-14 with diabetes (self-report of diabetes diagnosis or medication use, fasting glucose ≥7.0 mmol/L, random glucose ≥11.1 mmol/L, and glycated hemoglobin (HbA1c) ≥ 48 mmol/mol). We used k-means clustering to characterize unique diabetes subgroups based on data for age of diabetes diagnosis, body mass index (BMI), waist circumference, HbA1c, and years of insulin use. We estimated subgroup prevalence of CVD risk factors and microvascular complications, accounting for demographics and survey sampling.
Among 4300 adults with diabetes, we identified four unique subgroups of diabetes related to aging (AR, 51.3%), severe obesity (SO, 30.3%), severe hyperglycemia (SH, 12.5%), and young adulthood-onset (YA, 5.9%). We observed differences in subgroup proportion by race/ethnicity. Compared to the AR phenotype, all groups had higher HbA1c and BMI, the YA and SO groups had greater blood pressure, and the YA group had greater prevalence of renal, eye, and neuropathy complications.
Whether consideration of diabetes phenotypes with treatment strategies reduce diabetes incidence, morbidity, and mortality merits evaluation.
描述国家健康和营养检查调查(NHANES)参与者中独特的糖尿病表型,并评估其与种族/民族、心血管疾病(CVD)风险因素和常见并发症的关系。
我们纳入了来自 NHANES 检查 2003-04 年至 2013-14 年的参与者(年龄≥20 岁),这些参与者患有糖尿病(自我报告的糖尿病诊断或药物使用、空腹血糖≥7.0mmol/L、随机血糖≥11.1mmol/L 和糖化血红蛋白(HbA1c)≥48mmol/mol)。我们使用 K-均值聚类法根据糖尿病诊断年龄、体重指数(BMI)、腰围、HbA1c 和胰岛素使用年限的数据来描述独特的糖尿病亚组。我们估计了 CVD 风险因素和微血管并发症的亚组患病率,同时考虑了人口统计学和调查抽样。
在 4300 名患有糖尿病的成年人中,我们确定了与衰老(AR,51.3%)、严重肥胖(SO,30.3%)、严重高血糖(SH,12.5%)和青年发病(YA,5.9%)相关的四个独特的糖尿病亚组。我们观察到亚组比例因种族/民族而异。与 AR 表型相比,所有组的 HbA1c 和 BMI 更高,YA 和 SO 组的血压更高,而 YA 组的肾脏、眼睛和神经病变并发症的患病率更高。
是否考虑采用治疗策略的糖尿病表型来降低糖尿病的发病率、发病率和死亡率,值得进一步评估。