Suppr超能文献

随机临床试验中 2 型糖尿病新定义亚组的分布和特征:超过 12000 名研究参与者的事后聚类分配分析。

Distribution and characteristics of newly-defined subgroups of type 2 diabetes in randomised clinical trials: Post hoc cluster assignment analysis of over 12,000 study participants.

机构信息

Sanofi, Frankfurt, Germany.

IVIDATA Life Sciences, Levallois-Perret, France.

出版信息

Diabetes Res Clin Pract. 2022 Aug;190:110012. doi: 10.1016/j.diabres.2022.110012. Epub 2022 Jul 18.

Abstract

AIMS

Newly-defined subgroups of type 2 diabetes mellitus (T2DM) have been reported from real-world cohorts but not in detail from randomised clinical trials (RCTs).

METHODS

T2DM participants, uncontrolled on different pre-study therapies (n = 12.738; 82 % Caucasian; 44 % with diabetes duration > 10 years) from 14 RCTs, were assigned to new subgroups according to age at onset of diabetes, HbA1c, BMI, and fasting C-peptide using the nearest centroid approach. Subgroup distribution, characteristics and influencing factors were analysed.

RESULTS

In both, pooled and single RCTs, "mild-obesity related diabetes" predominated (45 %) with mean BMI of 35 kg/m. "Severe insulin-resistant diabetes" was found least often (4.6 %) and prevalence of "mild age-related diabetes" (23.9 %) was mainly influenced by age at onset of diabetes and age cut-offs. Subgroup characteristics were widely comparable to those from real-world cohorts, but all subgroups showed higher frequencies of diabetes-related complications which were associated with longer diabetes duration. A high proportion of "severe insulin-deficient diabetes" (25.4 %) was identified with poor pre-study glycaemic control.

CONCLUSIONS

Classification of RCT participants into newly-defined diabetes subgroups revealed the existence of a heterogeneous population of T2DM. For future RCTs, subgroup-based randomisation of T2DM will better define the target population and relevance of the outcomes by avoiding clinical heterogeneity.

摘要

目的

已有研究从真实世界队列中报告了 2 型糖尿病(T2DM)的新亚组,但在随机对照试验(RCT)中尚未详细报告。

方法

14 项 RCT 中,纳入了不同预研治疗方案控制不佳的 T2DM 参与者(n=12738;82%为白种人;44%的糖尿病病程>10 年),采用最近质心法,根据糖尿病发病年龄、HbA1c、BMI 和空腹 C 肽将参与者分配到新的亚组中。分析了亚组分布、特征和影响因素。

结果

在汇总和单个 RCT 中,“轻度肥胖相关糖尿病”(45%)占主导地位,平均 BMI 为 35kg/m²。“严重胰岛素抵抗性糖尿病”(4.6%)最少见,“轻度年龄相关性糖尿病”(23.9%)的患病率主要受糖尿病发病年龄和年龄界限的影响。亚组特征与真实世界队列中的特征广泛可比,但所有亚组的糖尿病相关并发症发生率更高,且与糖尿病病程较长有关。“严重胰岛素缺乏性糖尿病”(25.4%)比例较高,与预研时血糖控制不佳有关。

结论

将 RCT 参与者分类为新定义的糖尿病亚组,揭示了 T2DM 人群存在异质性。对于未来的 RCT,基于亚组的 T2DM 随机分组将通过避免临床异质性,更好地定义目标人群和结果的相关性。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验