#OpenAPS, Seattle, WA, USA.
CeADAR, Ireland's Centre for Applied AI, University College Dublin, Dublin, Ireland.
J Diabetes Sci Technol. 2024 Mar;18(2):430-437. doi: 10.1177/19322968221108414. Epub 2022 Jul 5.
Thirty-nine percent of people with type 1 diabetes may have lowered pancreatic elastase levels, correlated with exocrine pancreatic insufficiency (EPI or PEI). EPI is treated with oral supplementation of pancreatic enzymes. Little is known about the glycemic impact of pancreatic enzyme replacement therapy (PERT) in people with diabetes. This article demonstrates a method of assessing glycemic variability (GV), glycemic outcomes, and other changes in an individual with type 1 diabetes using open-source automated insulin delivery (AID).
Macronutrient, PERT intake, and EPI-related symptoms were self-tracked; diabetes data were collected automatically via an open-source AID system. Diabetes data were uploaded via Nightscout to Open Humans and downloaded for analysis alongside self-tracked data (food, PERT). Glycemic outcomes, macronutrients, PERT dosing, and a variety of GV metrics following meals were evaluated for one month before and one month after PERT commencement. Breakfast was assessed independently across both time periods.
In an n = 1 individual using an open-source AID, time in range was already above goal and improved further after PERT commencement. Glucose rate of change and excursions >180 mg/dL were reduced; mean high blood glucose index was reduced overall and more so specifically at breakfast following PERT commencement.
GV can aid in assessing response to new-onset medications, as was demonstrated in this article for n = 1 individual with type 1 diabetes (using an open-source AID) after commencing PERT for newly identified EPI. GV may be useful for evaluating the efficacy of new-onset medications for people with insulin-requiring diabetes.
39%的 1 型糖尿病患者可能存在胰弹性蛋白酶水平降低的情况,这与外分泌胰腺功能不全(EPI 或 PEI)有关。EPI 采用口服胰酶补充治疗。关于糖尿病患者使用胰酶替代治疗(PERT)对血糖的影响知之甚少。本文展示了一种使用开源自动胰岛素输送(AID)评估 1 型糖尿病患者血糖变异性(GV)、血糖结果和其他变化的方法。
宏量营养素、PERT 摄入量和与 EPI 相关的症状由患者自行记录;通过开源 AID 系统自动收集糖尿病数据。通过 Nightscout 将糖尿病数据上传至 Open Humans,并与自行记录的数据(食物、PERT)一起下载进行分析。在开始 PERT 治疗前一个月和后一个月,评估餐后一个月的血糖结果、宏量营养素、PERT 剂量和各种 GV 指标。早餐在两个时间段内分别进行评估。
在使用开源 AID 的 n = 1 名个体中,血糖控制在目标范围内且在开始 PERT 后进一步改善。血糖变化率和血糖>180mg/dL 的波动减少;总体上平均高血糖指数降低,尤其是在开始 PERT 治疗后早餐时更为明显。
GV 可用于评估新药物治疗的反应,本文通过使用开源 AID 的 n = 1 名 1 型糖尿病患者(开始 PERT 治疗新发现的 EPI)来证明这一点。GV 可能有助于评估新的胰岛素依赖型糖尿病患者的药物疗效。