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血红蛋白 A1c 水平与二甲双胍治疗的 2 型糖尿病患者使用磺酰脲类、二肽基肽酶 4 抑制剂和噻唑烷二酮类药物的相关性:来自观察性健康数据科学和信息学倡议的分析。

Association of Hemoglobin A1c Levels With Use of Sulfonylureas, Dipeptidyl Peptidase 4 Inhibitors, and Thiazolidinediones in Patients With Type 2 Diabetes Treated With Metformin: Analysis From the Observational Health Data Sciences and Informatics Initiative.

机构信息

Observational Health Data Sciences and Informatics, New York, New York.

Center for Biomedical Informatics Research, Stanford University School of Medicine, Stanford, California.

出版信息

JAMA Netw Open. 2018 Aug 3;1(4):e181755. doi: 10.1001/jamanetworkopen.2018.1755.

Abstract

IMPORTANCE

Consensus around an efficient second-line treatment option for type 2 diabetes (T2D) remains ambiguous. The availability of electronic medical records and insurance claims data, which capture routine medical practice, accessed via the Observational Health Data Sciences and Informatics network presents an opportunity to generate evidence for the effectiveness of second-line treatments.

OBJECTIVE

To identify which drug classes among sulfonylureas, dipeptidyl peptidase 4 (DPP-4) inhibitors, and thiazolidinediones are associated with reduced hemoglobin A1c (HbA1c) levels and lower risk of myocardial infarction, kidney disorders, and eye disorders in patients with T2D treated with metformin as a first-line therapy.

DESIGN, SETTING, AND PARTICIPANTS: Three retrospective, propensity-matched, new-user cohort studies with replication across 8 sites were performed from 1975 to 2017. Medical data of 246 558 805 patients from multiple countries from the Observational Health Data Sciences and Informatics (OHDSI) initiative were included and medical data sets were transformed into a unified common data model, with analysis done using open-source analytical tools. Participants included patients with T2D receiving metformin with at least 1 prior HbA1c laboratory test who were then prescribed either sulfonylureas, DPP-4 inhibitors, or thiazolidinediones. Data analysis was conducted from 2015 to 2018.

EXPOSURES

Treatment with sulfonylureas, DPP-4 inhibitors, or thiazolidinediones starting at least 90 days after the initial prescription of metformin.

MAIN OUTCOMES AND MEASURES

The primary outcome is the first observation of the reduction of HbA1c level to 7% of total hemoglobin or less after prescription of a second-line drug. Secondary outcomes are myocardial infarction, kidney disorder, and eye disorder after prescription of a second-line drug.

RESULTS

A total of 246 558 805 patients (126 977 785 women [51.5%]) were analyzed. Effectiveness of sulfonylureas, DPP-4 inhibitors, and thiazolidinediones prescribed after metformin to lower HbA1c level to 7% or less of total hemoglobin remained indistinguishable in patients with T2D. Patients treated with sulfonylureas compared with DPP-4 inhibitors had a small increased consensus hazard ratio of myocardial infarction (1.12; 95% CI, 1.02-1.24) and eye disorders (1.15; 95% CI, 1.11-1.19) in the meta-analysis. Hazard of observing kidney disorders after treatment with sulfonylureas, DPP-4 inhibitors, or thiazolidinediones was equally likely.

CONCLUSIONS AND RELEVANCE

The examined drug classes did not differ in lowering HbA1c and in hazards of kidney disorders in patients with T2D treated with metformin as a first-line therapy. Sulfonylureas had a small, higher observed hazard of myocardial infarction and eye disorders compared with DPP-4 inhibitors in the meta-analysis. The OHDSI collaborative network can be used to conduct a large international study examining the effectiveness of second-line treatment choices made in clinical management of T2D.

摘要

重要性

对于 2 型糖尿病(T2D),对于有效的二线治疗选择,仍然存在共识不明确的问题。电子病历和保险索赔数据的可用性,这些数据可通过观察性健康数据科学和信息学网络访问,这些数据可捕获常规医疗实践,这为生成二线治疗效果的证据提供了机会。

目的

确定在接受二甲双胍作为一线治疗的 T2D 患者中,哪种磺酰脲类、二肽基肽酶 4(DPP-4)抑制剂和噻唑烷二酮类药物与降低糖化血红蛋白(HbA1c)水平和降低心肌梗死、肾脏疾病和眼部疾病的风险有关。

设计、设置和参与者:在 1975 年至 2017 年期间,在 8 个地点进行了三项回顾性、倾向匹配、新用户队列研究,结果在多个地点进行了复制。来自观察性健康数据科学和信息学(OHDSI)计划的来自多个国家的 246558805 名患者的医疗数据被纳入研究,医疗数据被转换为统一的通用数据模型,使用开源分析工具进行分析。参与者包括接受二甲双胍治疗且至少有 1 次 HbA1c 实验室检测结果的 T2D 患者,然后处方磺酰脲类、DPP-4 抑制剂或噻唑烷二酮类药物。数据分析于 2015 年至 2018 年进行。

暴露情况

至少在初始使用二甲双胍后 90 天后开始使用磺酰脲类、DPP-4 抑制剂或噻唑烷二酮类药物治疗。

主要结果和测量指标

主要结果是在处方二线药物后 HbA1c 水平降低到总血红蛋白的 7%或更低的首次观察结果。次要结果是在处方二线药物后发生心肌梗死、肾脏疾病和眼部疾病。

结果

共分析了 246558805 名患者(126977785 名女性[51.5%])。在接受二甲双胍治疗的 T2D 患者中,磺酰脲类、DPP-4 抑制剂和噻唑烷二酮类药物降低 HbA1c 水平至 7%或更低的效果在患者中无法区分。与 DPP-4 抑制剂相比,接受磺酰脲类药物治疗的患者发生心肌梗死(1.12;95%CI,1.02-1.24)和眼部疾病(1.15;95%CI,1.11-1.19)的共识风险比略有增加Meta 分析。接受磺酰脲类、DPP-4 抑制剂或噻唑烷二酮类药物治疗后,发生肾脏疾病的风险相似。

结论和相关性

在所研究的药物类别中,在接受二甲双胍作为一线治疗的 T2D 患者中,降低 HbA1c 和肾脏疾病风险方面没有差异。与 DPP-4 抑制剂相比,磺酰脲类药物在 Meta 分析中观察到的心肌梗死和眼部疾病风险略高。OHDSI 协作网络可用于进行一项大型国际研究,研究在 T2D 的临床管理中选择二线治疗的效果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/900f/6324274/87925a32fe26/jamanetwopen-1-e181755-g001.jpg

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