Davis Timothy M E, Davis Wendy
University of Western Australia, Medical School, Fremantle Hospital, Fremantle, Western Australia, Australia.
Diabetes Obes Metab. 2024 Jan;26(1):283-292. doi: 10.1111/dom.15314. Epub 2023 Oct 5.
To examine the relationships between glycaemia and treatment complexity over 6 years in well-characterized community-based people with type 2 diabetes.
Fremantle Diabetes Study Phase II participants who had type 2 diabetes with glycated haemoglobin (HbA1c) and blood glucose-lowering therapy (BGLT) data over 6 years were included. Group-based multi-trajectory modelling identified combined HbA1c/BGLT trajectory subgroups for diabetes durations of ≤1.0 year (Group 1; n = 160), >1.0 to 10.0 years (Group 2; n = 382;) and >10.0 years (Group 3; n = 357). Multinomial regression was used to identify baseline associates of subgroup membership.
The optimum numbers of trajectory subgroups were three in Group 1 (low, medium, high) and four in Groups 2 and 3 (low, low/high medium, high). Each low trajectory subgroup maintained a mean HbA1c concentration of <53 mmol/mol (<7.0%) on lifestyle measures, or monotherapy (Group 3). All five medium subgroups had stable HbA1c trajectories at <58 mmol/mol (<7.5%) but required increasing oral BGLT, or insulin (Group 3, high medium). The Group 1 high subgroup showed a falling then increasing HbA1c with steady progression to insulin. The high subgroups in Groups 2 and 3 showed stable HbA1c profiles at means of approximately 64 mmol/mol (8.0%) and 86 mmol/L (10.0%), respectively, on insulin. Non-Anglo Celt ethnicity, central obesity and hypertriglyceridaemia were strongly associated with Group 1 high subgroup membership. Younger age at diagnosis and central obesity were independent associates of the most adverse HbA1c trajectories in Groups 2 and 3.
These data demonstrate diabetes duration-dependent heterogeneity in glycaemic and treatment profiles and related clinical and laboratory variables, which have implications for management.
研究在特征明确的社区2型糖尿病患者中,6年间血糖水平与治疗复杂性之间的关系。
纳入弗里曼特尔糖尿病研究二期中患有2型糖尿病且有6年糖化血红蛋白(HbA1c)和降糖治疗(BGLT)数据的参与者。基于组的多轨迹模型确定了糖尿病病程≤1.0年(第1组;n = 160)、>1.0至10.0年(第2组;n = 382)和>10.0年(第3组;n = 357)的HbA1c/BGLT联合轨迹亚组。采用多项回归来确定亚组成员的基线关联因素。
第1组的最佳轨迹亚组数为3个(低、中、高),第2组和第3组为4个(低、低/高中、高)。每个低轨迹亚组通过生活方式干预或单药治疗(第3组)维持平均HbA1c浓度<53 mmol/mol(<7.0%)。所有五个中轨迹亚组的HbA1c轨迹稳定在<58 mmol/mol(<7.5%),但需要增加口服降糖药或胰岛素治疗(第3组,高中轨迹)。第1组的高轨迹亚组HbA1c先下降后上升,并稳步进展至使用胰岛素治疗。第2组和第3组的高轨迹亚组在使用胰岛素治疗时,HbA1c水平分别稳定在约64 mmol/mol(8.0%)和86 mmol/L(10.0%)。非盎格鲁凯尔特人种族、中心性肥胖和高甘油三酯血症与第1组的高轨迹亚组成员密切相关。诊断时年龄较小和中心性肥胖是第2组和第3组中最不利的HbA1c轨迹的独立关联因素。
这些数据表明,血糖水平和治疗情况以及相关临床和实验室变量存在糖尿病病程依赖性异质性,这对管理具有重要意义。