Department of Community Health, School of Health and Human Services, National University, 3678 Aero Ct, San Diego, CA 92123. Email:
National University, San Diego, California.
Prev Chronic Dis. 2018 Mar 22;15:E36. doi: 10.5888/pcd15.170158.
Estimates indicate that 86 million people in the United States fit the clinical definition of prediabetes, which contributes to the epidemic of nearly 2 million new diagnoses of type 2 diabetes mellitus each year. Effort has focused on preventing prediabetes from progressing to clinical diabetes. We investigated the sociodemographic, behavioral, and health factors in people diagnosed with diabetes or prediabetes and associated leading indicators and comorbidities.
We used Behavioral Risk Factor Surveillance System data from 2011 through 2015 (N = 1,699,754). All respondents aged 18 years or older with complete covariate data were included, differentiating between self-reported diagnosis of diabetes or prediabetes. Weighted univariate and multivariable logistic regression analyses of 28 variables were developed, with adjusted odds of diagnosis, and standardized coefficients were calculated to rank predictors for diabetes and prediabetes.
Prevalence of prediabetes increased each year between 2011 and 2014. After adjusting for demographic, lifestyle, and health variables, the most significant predictors in magnitude of importance for prediabetes and diabetes were age and body mass index. Although adjusted odds for cardiovascular disease and kidney disease were higher in respondents with diabetes than in those with prediabetes, respondents with prediabetes had higher adjusted odds of arthritis, depressive disorder, cancer, and chronic obstructive pulmonary disease.
Concurrent chronic diseases occur in people with prediabetes even at normal and overweight classifications. By identifying the conditions that are concomitant with diabetes, people with prediabetes can be provided with more rigorous and individualized treatments that can lead to better population health.
据估计,美国有 8600 万人符合前驱糖尿病的临床定义,这导致每年有近 200 万 2 型糖尿病的新诊断病例。人们一直致力于预防前驱糖尿病进展为临床糖尿病。我们研究了诊断为糖尿病或前驱糖尿病的患者的社会人口统计学、行为和健康因素,以及相关的主要指标和合并症。
我们使用了 2011 年至 2015 年的行为风险因素监测系统数据(N=1699754)。所有年龄在 18 岁或以上且具有完整协变量数据的受访者均被纳入研究,区分了自我报告的糖尿病或前驱糖尿病诊断。对 28 个变量进行了加权单变量和多变量逻辑回归分析,计算了调整后的诊断比值比,并计算了标准化系数以对糖尿病和前驱糖尿病的预测因素进行排名。
2011 年至 2014 年间,前驱糖尿病的患病率每年都在增加。在调整了人口统计学、生活方式和健康变量后,对于前驱糖尿病和糖尿病的重要性程度最大的预测因素是年龄和体重指数。尽管与前驱糖尿病患者相比,糖尿病患者的心血管疾病和肾脏疾病的调整后比值比更高,但前驱糖尿病患者的关节炎、抑郁障碍、癌症和慢性阻塞性肺疾病的调整后比值比更高。
即使在正常和超重分类中,前驱糖尿病患者也会同时患有多种慢性疾病。通过识别与糖尿病同时发生的疾病,前驱糖尿病患者可以得到更严格和个体化的治疗,从而改善人群健康。