Bancks Michael P, Kershaw Kiarri, Carson April P, Gordon-Larsen Penny, Schreiner Pamela J, Carnethon Mercedes R
Northwestern University, Chicago, Illinois.
University of Alabama at Birmingham.
JAMA. 2017 Dec 26;318(24):2457-2465. doi: 10.1001/jama.2017.19546.
In the United States, black individuals are twice as likely to develop type 2 diabetes compared with white individuals, and these disparities are particularly pronounced in young and middle age. Prior studies have identified differences in traditional risk factors that may be associated with racial disparities in diabetes incidence but have not simultaneously adjusted for risk factors measured across multiple domains (eg, the individual and the environment) and updated over time.
To determine the relative associations of modifiable biological, neighborhood, psychosocial, socioeconomic, and behavioral factors in young adulthood with the observed racial disparity in diabetes incidence between middle-aged black and white individuals.
DESIGN, SETTING, AND PARTICIPANTS: Black and white men and women from the observational Coronary Artery Risk Development in Young Adults study, aged 18 to 30 years, without diabetes at baseline (1985-1986; N = 4251) were observed through 2015-2016. Sex-stratified multivariable-adjusted Cox proportional hazards modeling, with adjustment for time-updated covariates, was used to estimate risk for incident diabetes. Percent reduction in the β coefficient (the logarithm used to calculate the hazard ratio [HR]) was calculated to compare black to white participants.
Self-identified race and factors including biological (eg, fasting glucose, body mass index), neighborhood (racial segregation and tract-level poverty), psychosocial (depressive symptoms), socioeconomic (eg, personal and parental educational attainment, current employment), and behavioral (eg, regular alcohol consumption, smoking) domains.
Incident type 2 diabetes mellitus.
The mean (SD) age at baseline was 25 (3.6) years, 49% (n = 2066) of the sample was black, and 54% (n = 2304) were women. Over a mean follow-up of 24.5 years, 504 cases of incident diabetes were identified. Using sex-stratified multivariable-adjusted Cox proportional hazards models, black women and men were more likely to develop diabetes than white men and women (black women: HR, 2.86 [95% CI, 2.19-3.72] and risk difference [RD], 89 cases/1000 people [95% CI, 61-117]; black men: HR, 1.67 [95% CI, 1.28-2.17] and RD, 47 cases/1000 people [95% CI, 15-78]) after adjustment for age and center. Biological factors were most strongly associated with the disparity in diabetes risk between black and white individuals for women (percent reduction in β, 112%) and men (percent reduction in β, 86%). There was no longer disparity in diabetes risk between black and white middle-aged adults after adjustment for biological, neighborhood, psychosocial, socioeconomic, and behavioral factors measured over time (HR for women, 0.79 [95% CI, 0.55-1.14]; HR for men, 0.92 [95% CI, 0.62-1.38]).
In this cohort study comparing black and white participants, there was a statistically significant increased risk of incident type 2 diabetes among black women and men. However, after adjustment for modifiable risk factors during young adulthood, the disparity was no longer statistically significant.
在美国,黑人患2型糖尿病的可能性是白人的两倍,这种差异在年轻人和中年人中尤为明显。先前的研究已经确定了传统风险因素的差异,这些差异可能与糖尿病发病率的种族差异有关,但尚未同时对多个领域(如个体和环境)测量的风险因素进行调整,也未随时间更新。
确定青年期可改变的生物学、社区、心理社会、社会经济和行为因素与中年黑人和白人个体中观察到的糖尿病发病率种族差异之间的相对关联。
设计、背景和参与者:来自青年动脉粥样硬化风险发展观察性研究的黑人和白人男性及女性,年龄在18至30岁之间,基线时(1985 - 1986年;N = 4251)无糖尿病,随访至2015 - 2016年。采用按性别分层的多变量调整Cox比例风险模型,并对随时间更新的协变量进行调整,以估计糖尿病发病风险。计算β系数(用于计算风险比[HR]的对数)的降低百分比,以比较黑人和白人参与者。
自我认定的种族以及包括生物学(如空腹血糖、体重指数)、社区(种族隔离和社区层面的贫困)、心理社会(抑郁症状)、社会经济(如个人和父母的教育程度、当前就业情况)和行为(如定期饮酒、吸烟)等领域的因素。
新发2型糖尿病。
基线时的平均(标准差)年龄为25(3.6)岁,样本中49%(n = 2066)为黑人,54%(n = 2304)为女性。在平均24.5年的随访中,共确定了504例新发糖尿病病例。使用按性别分层的多变量调整Cox比例风险模型,在调整年龄和中心因素后,黑人女性和男性比白人女性和男性更易患糖尿病(黑人女性:HR,2.86[95%CI,2.19 - 3.72],风险差异[RD],89例/1000人[95%CI,61 - 117];黑人男性:HR,1.67[95%CI,1.28 - 2.17],RD,47例/1000人[95%CI,15 - 78])。生物学因素与黑人和白人个体糖尿病风险差异的关联最为强烈,女性(β降低百分比,112%)和男性(β降低百分比,86%)均如此。在对随时间测量的生物学、社区、心理社会、社会经济和行为因素进行调整后,中年黑人和白人成年人之间的糖尿病风险不再存在差异(女性HR,0.79[95%CI,0.55 - 1.14];男性HR,0.92[95%CI,0.62 - 1.38])。
在这项比较黑人和白人参与者的队列研究中,黑人女性和男性患新发2型糖尿病的风险在统计学上显著增加。然而,在调整青年期可改变的风险因素后,这种差异在统计学上不再显著。