University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.
The Biostatistics Center, George Washington University, Rockville, MD 20852,USA.
J Clin Endocrinol Metab. 2022 Jul 14;107(8):e3384-e3394. doi: 10.1210/clinem/dgac254.
We examined predictors of early and late loss of glycemic control in individuals with youth-onset type 2 diabetes, as well as predictors of short-term deterioration in youth from the Treatment Options for type 2 Diabetes in Adolescents and Youth (TODAY) study.
Demographic, physical, and biochemical measures at baseline and 48 months, and change over time, were examined in 584 participants separated into those with loss of glycemic control (sustained HbA1c ≥ 8%) before 48 months or at 48 months or later, and those who remained in control until the end of the study (median 6.8 years). Univariate and multivariate models, and receiver operating characteristic curve analyses were performed.
Approximately 45% of youth remained in control at 48 months; of these, 30% subsequently lost glycemic control prior to the end of follow-up. Predictors of early loss of glycemic control included baseline HbA1c, C-peptide index, oral disposition index, proinsulin, and proinsulin to insulin ratio. Predictors of late loss included baseline measures of insulin secretion and change in HbA1c and insulin processing at 48 months. A baseline HbA1c cutoff of ≥ 6.2% was optimally predictive of loss of glycemic control at any time, while an absolute rise in HbA1c > 0.5% related to loss of glycemic control within 3 to 6 months.
This analysis demonstrates that youth with type 2 diabetes at risk for loss of glycemic control, including impending rapid deterioration, can be identified using available clinical measures, allowing for closer monitoring of at-risk youth, and facilitating the design of research on better therapeutic options.
我们研究了青年 2 型糖尿病患者血糖控制早期和晚期丢失的预测因素,以及来自青少年 2 型糖尿病治疗选择(TODAY)研究的青少年短期恶化的预测因素。
在 584 名参与者中,检查了基线和 48 个月时的人口统计学、身体和生化测量值,以及随时间的变化,这些参与者分为 48 个月前或 48 个月时血糖控制丢失(持续 HbA1c≥8%)的患者,以及在研究结束时仍保持控制的患者(中位数为 6.8 年)。进行了单变量和多变量模型以及接受者操作特征曲线分析。
大约 45%的年轻人在 48 个月时仍保持控制;其中,30%的人随后在随访结束前失去了血糖控制。血糖控制早期丢失的预测因素包括基线 HbA1c、C 肽指数、口服处置指数、胰岛素原和胰岛素原与胰岛素的比值。晚期血糖控制丢失的预测因素包括基线胰岛素分泌和 48 个月时 HbA1c 和胰岛素处理的变化。基线 HbA1c≥6.2%是预测任何时候血糖控制丢失的最佳切点,而 HbA1c 绝对升高 0.5%以上与 3 至 6 个月内血糖控制丢失相关。
这项分析表明,可使用现有临床指标识别存在血糖控制丢失风险的 2 型糖尿病青年,包括即将迅速恶化的患者,从而可以更密切地监测高危青年,并促进更好治疗选择的研究设计。