The relationship between glycated haemoglobin and blood glucose-lowering treatment trajectories in type 2 diabetes: The Fremantle Diabetes Study Phase II

IF 5.4 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM
Timothy M. E. Davis FRACP, Wendy Davis PhD
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Abstract

Aims

To examine the relationships between glycaemia and treatment complexity over 6 years in well-characterized community-based people with type 2 diabetes.

Materials and Methods

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.

Results

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.

Conclusions

These data demonstrate diabetes duration-dependent heterogeneity in glycaemic and treatment profiles and related clinical and laboratory variables, which have implications for management.

Abstract Image

糖化血红蛋白与2型糖尿病血糖降低治疗轨迹之间的关系:弗里曼特尔糖尿病研究II期。
目的:研究6岁以上的血糖与治疗复杂性之间的关系 在具有良好特征的社区2型糖尿病患者中。材料和方法:弗里曼特尔糖尿病研究II期参与者患有2型糖尿病,糖化血红蛋白(HbA1c)和血糖降低治疗(BGLT)数据超过6 年。基于组的多轨迹建模确定了糖尿病持续时间≤1.0的HbA1c/BGLT组合轨迹亚组 年(第1组;n = 160),>1.0至10.0 年(第2组;n = 382;)和 >10 年(第3组;n = 357)。多项式回归用于确定亚组成员的基线关联。结果:轨迹亚组的最佳数量在第1组为3个(低、中、高),在第2组和第3组为4个(低/高-中,高)。每个低轨迹亚组保持平均HbA1c 结论集中:这些数据显示了糖尿病持续时间依赖性的血糖和治疗谱以及相关临床和实验室变量的异质性,这对管理有意义。
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来源期刊
Diabetes, Obesity & Metabolism
Diabetes, Obesity & Metabolism 医学-内分泌学与代谢
CiteScore
10.90
自引率
6.90%
发文量
319
审稿时长
3-8 weeks
期刊介绍: Diabetes, Obesity and Metabolism is primarily a journal of clinical and experimental pharmacology and therapeutics covering the interrelated areas of diabetes, obesity and metabolism. The journal prioritises high-quality original research that reports on the effects of new or existing therapies, including dietary, exercise and lifestyle (non-pharmacological) interventions, in any aspect of metabolic and endocrine disease, either in humans or animal and cellular systems. ‘Metabolism’ may relate to lipids, bone and drug metabolism, or broader aspects of endocrine dysfunction. Preclinical pharmacology, pharmacokinetic studies, meta-analyses and those addressing drug safety and tolerability are also highly suitable for publication in this journal. Original research may be published as a main paper or as a research letter.
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