1Center for Pediatric Research in Obesity and Metabolism, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA.
2Division of Pediatric Endocrinology, Diabetes, and Metabolism, University of Pittsburgh School of Medicine, Pittsburgh, PA.
Diabetes Care. 2023 Mar 1;46(3):511-518. doi: 10.2337/dc22-1439.
To use combined glycemic (HbA1c) and BMI z-score (BMIZ) trajectories spanning the coronavirus disease 2019 (COVID-19) pandemic to identify high-risk subgroups of adolescents with diabetes.
Retrospective cohort of adolescents 10-19 years old with type 1 and type 2 diabetes with one or more visits at a large pediatric hospital from January 2018 through February 2020 (prepandemic) and April 2020 through August 2021 (pandemic). Group-based trajectory models were used to identify latent classes of combined BMIZ and HbA1c trajectories. Multinomial logistic regression was used to evaluate predictors of class membership, including Area Deprivation Index (ADI) (socioeconomic status proxy).
The cohort included 1,322 youth with type 1 diabetes (93% White and 7% Black) and 59 with type 2 diabetes (53% Black and 47% White). For type 1 diabetes, six trajectory classes emerged. Black youth were more likely to be in the class with worsening glycemic control and concurrent BMIZ decrease at pandemic onset (relative risk ratio [RRR] vs. White: 3.0 [95% CI 1.3-6.8]) or in the class with progressively worsening glycemic control and obesity (RRR 3.0 [95% CI 1.3-6.8]), while those from the most deprived neighborhoods (RRR ADI tertile 3 vs. 1: 1.9 [95% CI 1.2-2.9]) were more likely to be in the class with stable obesity and glycemic control. For type 2 diabetes, three distinct trajectories emerged, two of which experienced worsening glycemic control with concurrent BMIZ decline at pandemic onset.
Race and neighborhood deprivation were independently associated with distinct glycemic and BMIZ trajectory classes in youth with diabetes, highlighting persistent and widening disparities associated with the COVID-19 pandemic.
利用 2019 年冠状病毒病(COVID-19)大流行期间联合血糖(HbA1c)和 BMI z 分数(BMIZ)轨迹,确定糖尿病青少年的高危亚组。
这是一项回顾性队列研究,纳入了 2018 年 1 月至 2020 年 2 月(大流行前)和 2020 年 4 月至 2021 年 8 月期间在一家大型儿科医院就诊的 10-19 岁 1 型和 2 型糖尿病青少年的一次或多次就诊。使用基于群组的轨迹模型来确定联合 BMIZ 和 HbA1c 轨迹的潜在类别。使用多项逻辑回归来评估类别的预测因素,包括区域贫困指数(ADI)(社会经济地位的替代指标)。
该队列包括 1322 名 1 型糖尿病患者(93%为白人,7%为黑人)和 59 名 2 型糖尿病患者(53%为黑人,47%为白人)。对于 1 型糖尿病,出现了六个轨迹类别。与白人相比,黑人青少年更有可能处于血糖控制恶化且同时 BMIZ 下降的类别(与白人相比,相对风险比 [RRR]为 3.0 [95% CI 1.3-6.8]),或者处于血糖控制逐渐恶化且肥胖的类别(RRR 3.0 [95% CI 1.3-6.8]),而来自最贫困社区(RRR ADI 三分位 3 与 1:1.9 [95% CI 1.2-2.9])的青少年更有可能处于肥胖和血糖控制稳定的类别。对于 2 型糖尿病,出现了三个不同的轨迹,其中两个在大流行开始时出现血糖控制恶化且同时伴有 BMIZ 下降。
种族和社区贫困程度与糖尿病青少年的不同血糖和 BMIZ 轨迹类别独立相关,突显了与 COVID-19 大流行相关的持续和扩大的差距。