Comparing Insulin Against Glucagon-Like Peptide-1 Receptor Agonists, Dipeptidyl Peptidase-4 Inhibitors, and Sodium-Glucose Cotransporter 2 Inhibitors on 5-Year Incident Heart Failure Risk for Patients With Type 2 Diabetes Mellitus: Real-World Evidence Study Using Insurance Claims.

Q2 Medicine
JMIR Diabetes Pub Date : 2024-10-22 DOI:10.2196/58137
Xuan Wang, Anna M Plantinga, Xin Xiong, Sara J Cromer, Clara-Lea Bonzel, Vidul Panickan, Rui Duan, Jue Hou, Tianxi Cai
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引用次数: 0

Abstract

Background: Type 2 diabetes mellitus (T2DM) is a common health issue, with heart failure (HF) being a common and lethal long-term complication. Although insulin is widely used for the treatment of T2DM, evidence regarding the efficacy of insulin compared to noninsulin therapies on incident HF risk is missing among randomized controlled trials. Real-world evidence on insulin's effect on long-term HF risk may supplement existing guidelines on the management of T2DM.

Objective: This study aimed to compare insulin therapy against other medications on HF risk among patients with T2DM using real-world data extracted from insurance claims.

Methods: A retrospective, observational study was conducted based on insurance claims data from a single health care network. The study period was from January 1, 2016, to August 11, 2021. The cohort was defined as patients having a T2DM diagnosis code. The inclusion criteria were patients who had at least 1 record of a glycated hemoglobin laboratory test result; full insurance for at least 1 year (either commercial or Medicare Part D); and received glucose-lowering therapy belonging to 1 of the following groups: insulin, glucagon-like peptide 1 receptor agonists (GLP-1 RAs), dipeptidyl peptidase-4 inhibitors (DPP-4Is), or sodium-glucose cotransporter-2 inhibitors (SGLT2Is). The main outcome was the 5-year incident HF rate. Baseline covariates, including demographic characteristics, comorbidities, and laboratory test results, were adjusted to correct for confounding.

Results: After adjusting for a broad list of confounders, patients receiving insulin were found to be associated with an 11.8% (95% CI 11.0%-12.7%), 12.0% (95% CI 11.5%-12.4%), and 15.1% (95% CI 14.3%-16.0%) higher 5-year HF rate compared to those using GLP-1 RAs, DPP-4Is, and SGLT2Is, respectively. Subgroup analysis showed that insulin's effect of a higher HF rate was significant in the subgroup with high HF risk but not significant in the subgroup with low HF risk.

Conclusions: This study generated real-world evidence on the association of insulin therapy with a higher 5-year HF rate compared to GLP-1 RAs, DPP-4Is, and SGLT2Is based on insurance claims data. These findings also demonstrated the value of real-world data for comparative effectiveness studies to complement established guidelines. On the other hand, the study shares the common limitations of observational studies. Even though high-dimensional confounders are adjusted, remaining confounding may exist and induce bias in the analysis.

比较胰岛素与胰高血糖素样肽-1 受体激动剂、二肽基肽酶-4 抑制剂和钠-葡萄糖客转运体 2 抑制剂对 2 型糖尿病患者 5 年心衰发病风险的影响:利用保险索赔进行的真实世界证据研究。
背景:2 型糖尿病(T2DM)是一种常见的健康问题,而心力衰竭(HF)则是一种常见且致命的长期并发症。虽然胰岛素被广泛用于治疗 T2DM,但在随机对照试验中,胰岛素与非胰岛素疗法相比对心力衰竭发病风险的疗效缺乏证据。有关胰岛素对长期高血压风险影响的现实证据可以补充现有的 T2DM 管理指南:本研究旨在利用从保险理赔中提取的真实世界数据,比较胰岛素治疗和其他药物对 T2DM 患者高血压风险的影响:方法:根据单一医疗保健网络的保险理赔数据开展了一项回顾性观察研究。研究时间为 2016 年 1 月 1 日至 2021 年 8 月 11 日。研究对象为具有 T2DM 诊断代码的患者。纳入标准是至少有一次糖化血红蛋白实验室检测结果记录的患者;至少有一年的全额保险(商业保险或医疗保险 D 部分);接受过属于以下一类的降糖治疗:胰岛素、胰高血糖素样肽 1 受体激动剂(GLP-1 RAs)、二肽基肽酶-4 抑制剂(DPP-4Is)或钠-葡萄糖共转运体-2 抑制剂(SGLT2Is)。主要结果是5年的高血压发病率。对包括人口统计学特征、合并症和实验室检查结果在内的基线协变量进行了调整,以校正混杂因素:结果:在对一系列混杂因素进行调整后发现,与使用GLP-1 RAs、DPP-4Is和SGLT2Is的患者相比,使用胰岛素的患者5年房颤发生率分别高出11.8%(95% CI 11.0%-12.7%)、12.0%(95% CI 11.5%-12.4%)和15.1%(95% CI 14.3%-16.0%)。亚组分析显示,胰岛素导致高危人群心房颤动发生率升高的影响在高危人群亚组中显著,但在低危人群亚组中不显著:本研究基于保险理赔数据,提供了胰岛素治疗与较高的 5 年高房颤率之间的关系的真实证据,与 GLP-1 RAs、DPP-4Is 和 SGLT2Is 相比。这些发现还证明了真实世界数据对于比较有效性研究的价值,以补充既定指南的不足。另一方面,该研究也具有观察性研究的共同局限性。即使对高维混杂因素进行了调整,仍可能存在其余混杂因素,从而导致分析出现偏差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
JMIR Diabetes
JMIR Diabetes Computer Science-Computer Science Applications
CiteScore
4.00
自引率
0.00%
发文量
35
审稿时长
16 weeks
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