Ibrahim Ahmed R N, Orayj Khalid M
Department of Clinical Pharmacy, College of Pharmacy, King Khalid University, Abha 62521, Saudi Arabia.
J Clin Med. 2024 Oct 20;13(20):6256. doi: 10.3390/jcm13206256.
Several GLP-1 receptor agonists (GLP-1 RAs) are used to treat type 2 diabetes (T2DM). Their cardio- and renal-protective effects and their association with substantial weight loss have been evident and progressively expanded their role in the American Diabetes Association (ADA) guidelines, which are endorsed by the European Association for the Study of Diabetes (EASD). The increased demand led to a global shortage. We utilized a repeated cross-sectional design, drawing data from national prescribing databases, to analyze six GLP-1 RAs: Dulaglutide, Exenatide, Liraglutide, Lixisenatide, Semaglutide, and Tirzepatide. AutoRegressive Integrated Moving Average (ARIMA) models with exogenous variables were applied to assess the trends over time and in different regions. The prescription rates significantly differ between regions. Wales shows the highest prescribing rate for most GLP-1 RAs. The ARIMA models indicated a significant increase in their prescribing rates after the release of the 2022 ADA guidelines (e.g., Dulaglutide: Post-ADA effect of 15.22, 95% CI: [12.97, 17.47]). Following the GLP-1 RA shortages in July 2023, the prescribing rates, particularly for Semaglutide, increased (Shortage effect: 74.36, 95% CI: [71.92, 76.80]). Model diagnostics, including the Akaike Information Criterion (AIC) and Durbin-Watson statistics, confirmed the robustness of these trends. Informed decisions should be made by considering the prescribing trends before and after important events such as the issuing of new guidelines or safety alerts.
几种胰高血糖素样肽-1受体激动剂(GLP-1 RAs)被用于治疗2型糖尿病(T2DM)。它们的心脏和肾脏保护作用以及与显著体重减轻的关联已很明显,并逐渐扩大了它们在美国糖尿病协会(ADA)指南中的作用,该指南得到了欧洲糖尿病研究协会(EASD)的认可。需求的增加导致了全球短缺。我们采用重复横断面设计,从国家处方数据库中提取数据,以分析六种GLP-1 RAs:度拉糖肽、艾塞那肽、利拉鲁肽、利司那肽、司美格鲁肽和替尔泊肽。应用带有外生变量的自回归积分移动平均(ARIMA)模型来评估不同时间和不同地区的趋势。各地区的处方率存在显著差异。威尔士对大多数GLP-1 RAs的处方率最高。ARIMA模型表明,2022年ADA指南发布后,它们的处方率显著增加(例如,度拉糖肽:ADA后效应为15.22,95%置信区间:[12.97, 17.47])。在2023年7月GLP-1 RA短缺之后,处方率,尤其是司美格鲁肽的处方率有所上升(短缺效应:74.36,95%置信区间:[71.92, 76.80])。包括赤池信息准则(AIC)和德宾-沃森统计量在内的模型诊断证实了这些趋势的稳健性。在做出明智决策时,应考虑新指南发布或安全警报等重要事件前后的处方趋势。