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利用药房配药数据筛查糖尿病患者的低血糖风险和药物变化

Screening for Hypoglycaemia Risk and Medication Changes in Diabetes Patients Using Pharmacy Dispensing Data.

作者信息

Cahyaningsih Indriastuti, Asiri Amal, de Vos Stijn, Bos Jens H J, Schuiling-Veninga Catharina C M, Taxis Katja, Denig Petra

机构信息

Department of PharmacoTherapy, -Epidemiology, and -Economics, University of Groningen, 9713 AV Groningen, The Netherlands.

Department of Pharmacist Professional Education, Faculty of Medicine and Health Sciences, Universitas Muhammadiyah Yogyakarta, Yogyakarta 55183, Indonesia.

出版信息

J Clin Med. 2024 Sep 30;13(19):5855. doi: 10.3390/jcm13195855.

Abstract

: To improve hypoglycaemia management in primary care, more insight is needed into the opportunities to screen for hypoglycaemia risk and subsequent treatment modification using routinely available data. Our primary aim was to assess the number of diabetes patients with an estimated high risk of hypoglycaemia and describe the treatment changes in these patients using pharmacy dispensing data. Additionally, our aim was to investigate patient characteristics associated with such treatment changes. : A drug utilisation cohort study with a 1-year follow-up using the IADB.nl pharmacy database was conducted. Patients aged 35 years or older who received at least two glucose-lowering medication dispensings in 2019 were included. Hypoglycaemia risk was determined using a validated algorithm based on patient demographics and dispensing data. The hypoglycaemia risk score ranged between 0 and 1. The anniversary method was used to evaluate treatment changes after 1 year. Factors associated with treatment changes were assessed by multinomial logistic regression. : Around one-quarter (26.9%) of the 36,628 included patients had a hypoglycaemia score of 0.6 or more. After a 1-year follow-up, the majority of these patients (88.9%) experienced no diabetes treatment changes. De-intensification was observed for 8.8% and intensification for 2.3%. Having a high-risk score, being female, and being younger in age were associated with de-intensification. : A substantial number of primary care patients using glucose-lowering medications appear at risk of hypoglycaemia, whereas few of them undergo medication de-intensification. Pharmacy dispensing data can be helpful in screening for diabetes patients in whom a review of treatment is indicated.

摘要

为改善初级保健中低血糖的管理,需要更深入了解利用常规可得数据筛查低血糖风险及后续调整治疗的机会。我们的主要目的是评估估计有低血糖高风险的糖尿病患者数量,并利用药房配药数据描述这些患者的治疗变化。此外,我们的目的是调查与这种治疗变化相关的患者特征。

开展了一项药物利用队列研究,使用IADB.nl药房数据库进行为期1年的随访。纳入2019年至少接受两次降糖药物配药的35岁及以上患者。基于患者人口统计学和配药数据,使用经过验证的算法确定低血糖风险。低血糖风险评分在0至1之间。采用周年纪念法评估1年后的治疗变化。通过多项逻辑回归评估与治疗变化相关的因素。

在纳入的36,628名患者中,约四分之一(26.9%)的低血糖评分为0.6或更高。经过1年的随访,这些患者中的大多数(88.9%)糖尿病治疗未发生变化。观察到8.8%的患者治疗强度降低,2.3%的患者治疗强度增加。高风险评分、女性以及年龄较小与治疗强度降低相关。

大量使用降糖药物的初级保健患者似乎有低血糖风险,而其中很少有人进行药物治疗强度降低。药房配药数据有助于筛查需要进行治疗评估的糖尿病患者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cb16/11477424/4f5ba7a5f2ad/jcm-13-05855-g001.jpg

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