基于中国现实世界电子医疗记录数据,确定了2型糖尿病的亚型
Jiayu Wang1, Bixia Gao2, Jinwei Wang2
1National Institute of Health Data Science, Peking University, Beijing 100191, China; Advanced Institute of Information Technology, Peking University, Hangzhou 314201, Zhejiang, China; Institute of Medical Technology, Peking University Health Science Center, Beijing 100191, China.
Diabetes research and clinical practice
|September 27, 2024
概括
欧洲2型糖尿病 (T2DM) 亚型在中国患者中复制. 不同的T2DM亚型显示慢性病和糖尿病视网膜病变的风险不同,使得有针对性的干预措施.
科学领域:
- 内分泌学 在内分泌学.
- 代谢疾病 代谢疾病
- 公共卫生 公共卫生
背景情况:
- 2型糖尿病 (T2DM) 是一种异质性疾病.
- 欧洲研究发现了不同的T2DM亚型.
- 在多样化的种群中复制对于理解全球T2DM异质性至关重要.
研究的目的:
- 在中国人口中验证欧洲T2DM亚型.
- 评估已识别的T2DM亚型的并发症风险差异.
主要方法:
- 利用了现实世界的糖尿病队列.
- 在T2DM患者分组中使用集群算法.
- 应用卡普兰-梅尔分析和考克斯模型来评估并发症风险.
主要成果:
- 在2652名中国患者中成功复制了四种T2DM亚型:严重胰岛素缺乏糖尿病 (SIDD),严重胰岛素抵抗糖尿病 (SIRD),轻度肥胖相关糖尿病 (MOD) 和轻度年龄相关糖尿病 (MARD).
- 与MARD相比,SIRD的慢性病 (CKD) 风险显著更高 (HR 2.40).
- 与MARD (HR 2.16) 相比,SIDD显示糖尿病视网膜病变 (DR) 的风险明显更高.
结论:
- 欧洲T2DM亚型可以在中国人群中复制.
- 对CKD和DR的亚型特定风险凸显了针对性预防策略的必要性.
- 基于T2DM亚型的个性化干预可以减轻特定的并发症风险.
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