Reduced insulin use and diabetes complications upon introduction of SGLT-2 inhibitors and GLP1-receptor agonists in low- and middle-income countries: A microsimulation.

IF 15.8 1区 医学 Q1 Medicine
PLoS Medicine Pub Date : 2025-04-17 eCollection Date: 2025-04-01 DOI:10.1371/journal.pmed.1004559
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引用次数: 0

Abstract

Background: Diabetes mellitus, particularly type 2 diabetes, is a growing health concern in low- and middle-income countries (LMICs). The potential impact of newer diabetes medications, such as glucagon-like peptide 1 (GLP-1) receptor agonists and sodium-glucose co-transporter-2 (SGLT-2) inhibitors, on insulin dosage and health outcomes in these settings is not well understood.

Methods and findings: We developed a microsimulation model to estimate the impact of treating patients with type 2 diabetes who use insulin with GLP-1 receptor agonists or SGLT-2 inhibitors in LMICs. The model utilized data from the Global Health and Population Project on Access to Care for Cardiometabolic Diseases (HPACC) dataset, encompassing surveys from 79 countries and clinical trial data to estimate insulin dose reduction. We incorporated weight-based insulin dosing formulas and hazard ratios for severe hypoglycemia, cardiovascular and renal outcomes, side effects of new therapies, and mortality. The primary outcome was the change in insulin dosage, and secondary outcomes were disability-adjusted life years (DALYs) lost per 1,000 person-years by diabetes complication (micro- and macro-vascular). Our results indicate that the addition of GLP-1 receptor agonists or SGLT-2 inhibitors could reduce insulin dosage by 8.2 IU/day (IQR: 6.9, 9.5) and 5.3 IU/day (IQR: 4.5, 6.2), respectively. The median DALYs lost per 1,000 person-years decreased from 2.20 (IQR: 1.49, 4.02) to 1.01 (IQR: 0.61, 1.86) with GLP-1 receptor agonists and 1.25 (IQR: 0.81, 2.29) with SGLT-2 inhibitors. Primary benefits arose from weight loss, decreased cardiorenal disease, and decreased mortality, with smaller DALY benefits from the prevention of severe hypoglycemia. Key limitations include the inability to differentiate between type 1 and type 2 diabetes in some datasets and reliance on assumptions from clinical trials conducted primarily in high-income countries.

Conclusions: The introduction of GLP-1 receptor agonists and SGLT-2 inhibitors for managing type 2 diabetes in LMICs could significantly reduce insulin dosage and associated health risks, leading to improved outcomes and reduced disability. These findings suggest that expanding access to these newer diabetes medications in LMICs could have substantial public health benefits.

在低收入和中等收入国家引入SGLT-2抑制剂和glp1受体激动剂后减少胰岛素使用和糖尿病并发症:微观模拟
背景:糖尿病,特别是2型糖尿病,是低收入和中等收入国家(LMICs)日益关注的健康问题。新的糖尿病药物,如胰高血糖素样肽1 (GLP-1)受体激动剂和钠-葡萄糖共转运蛋白-2 (SGLT-2)抑制剂,在这些情况下对胰岛素剂量和健康结局的潜在影响尚不清楚。方法和研究结果:我们建立了一个微观模拟模型来评估在低收入国家使用GLP-1受体激动剂或SGLT-2抑制剂治疗2型糖尿病患者的影响。该模型利用了全球健康和人口项目关于获得心脏代谢疾病护理的数据集,包括来自79个国家的调查和临床试验数据,以估计胰岛素剂量的减少。我们纳入了基于体重的胰岛素剂量公式和严重低血糖、心血管和肾脏结局、新疗法的副作用和死亡率的风险比。主要结局是胰岛素剂量的变化,次要结局是每1000人年因糖尿病并发症(微血管和大血管)而损失的残疾调整生命年(DALYs)。我们的研究结果表明,添加GLP-1受体激动剂或SGLT-2抑制剂可分别减少胰岛素剂量8.2 IU/天(IQR: 6.9, 9.5)和5.3 IU/天(IQR: 4.5, 6.2)。GLP-1受体激动剂组每1000人年损失的中位DALYs从2.20 (IQR: 1.49, 4.02)降至1.01 (IQR: 0.61, 1.86), SGLT-2抑制剂组为1.25 (IQR: 0.81, 2.29)。主要益处来自体重减轻、减少心肾疾病和降低死亡率,而预防严重低血糖带来的DALY益处较小。主要的局限性包括无法在一些数据集中区分1型和2型糖尿病,以及依赖主要在高收入国家进行的临床试验的假设。结论:引入GLP-1受体激动剂和SGLT-2抑制剂治疗中低收入国家的2型糖尿病可以显著降低胰岛素剂量和相关的健康风险,从而改善预后并减少残疾。这些发现表明,在中低收入国家扩大这些较新的糖尿病药物的可及性可能具有实质性的公共卫生效益。
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来源期刊
PLoS Medicine
PLoS Medicine MEDICINE, GENERAL & INTERNAL-
CiteScore
17.60
自引率
0.60%
发文量
227
审稿时长
4-8 weeks
期刊介绍: PLOS Medicine is a prominent platform for discussing and researching global health challenges. The journal covers a wide range of topics, including biomedical, environmental, social, and political factors affecting health. It prioritizes articles that contribute to clinical practice, health policy, or a better understanding of pathophysiology, ultimately aiming to improve health outcomes across different settings. The journal is unwavering in its commitment to uphold the highest ethical standards in medical publishing. This includes actively managing and disclosing any conflicts of interest related to reporting, reviewing, and publishing. PLOS Medicine promotes transparency in the entire review and publication process. The journal also encourages data sharing and encourages the reuse of published work. Additionally, authors retain copyright for their work, and the publication is made accessible through Open Access with no restrictions on availability and dissemination. PLOS Medicine takes measures to avoid conflicts of interest associated with advertising drugs and medical devices or engaging in the exclusive sale of reprints.
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