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J Manag Care Spec Pharm. 2023 Mar;29(3):285-292. doi: 10.18553/jmcp.2023.22283. Epub 2023 Jan 24.
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Smart Insulin Pens: Advancing Digital Transformation and a Connected Diabetes Care Ecosystem.智能胰岛素笔:推动数字化转型和互联的糖尿病护理生态系统。
J Diabetes Sci Technol. 2022 May;16(3):596-604. doi: 10.1177/1932296820984490. Epub 2021 Jan 12.
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Building a Data-Driven Multiple Daily Insulin Therapy Model Using Smart Insulin Pens.利用智能胰岛素笔建立数据驱动的多次胰岛素每日治疗模型。
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Clinical Targets for Continuous Glucose Monitoring Data Interpretation: Recommendations From the International Consensus on Time in Range.临床连续血糖监测数据解读目标:时间范围国际共识推荐意见。
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State of Type 1 Diabetes Management and Outcomes from the T1D Exchange in 2016-2018.2016-2018 年 T1D 交换计划中 1 型糖尿病管理状况和结果。
Diabetes Technol Ther. 2019 Feb;21(2):66-72. doi: 10.1089/dia.2018.0384. Epub 2019 Jan 18.
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The Association of Biochemical Hypoglycemia with the Subsequent Risk of a Severe Hypoglycemic Event: Analysis of the DCCT Data Set.生化性低血糖与随后严重低血糖事件风险的关联:对 DCCT 数据集的分析。
Diabetes Technol Ther. 2019 Jan;21(1):1-5. doi: 10.1089/dia.2018.0362. Epub 2018 Dec 21.
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Switching from Flash Glucose Monitoring to Continuous Glucose Monitoring on Hypoglycemia in Adults with Type 1 Diabetes at High Hypoglycemia Risk: The Extension Phase of the I HART CGM Study.1 型糖尿病成人低血糖高风险者中从瞬感血糖仪切换至连续血糖监测:I HART CGM 研究扩展阶段。
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Hypoglycemia Emergencies: Factors Associated with Prehospital Care, Transportation Status, Emergency Department Disposition, and Cost.低血糖急症:与院前救治、转运状况、急诊科处置和费用相关的因素。
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Optimal Sampling Duration for Continuous Glucose Monitoring to Determine Long-Term Glycemic Control.最佳连续血糖监测采样时长以评估长期血糖控制
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Impact of the severity of hypoglycemia on health - Related quality of life, productivity, resource use, and costs among US patients with type 2 diabetes.美国 2 型糖尿病患者中严重低血糖对健康相关生活质量、生产力、资源利用和成本的影响。
J Diabetes Complications. 2018 May;32(5):451-457. doi: 10.1016/j.jdiacomp.2018.01.012. Epub 2018 Feb 2.

美国因使用 InPen 智能胰岛素笔系统而减少传感器检测到的严重低血糖症患者数量,潜在节省成本。

Potential cost savings in the United States from a reduction in sensor-detected severe hypoglycemia among users of the InPen smart insulin pen system.

机构信息

Medtronic Diabetes, Northridge, CA.

出版信息

J Manag Care Spec Pharm. 2023 Mar;29(3):285-292. doi: 10.18553/jmcp.2023.22283. Epub 2023 Jan 24.

DOI:10.18553/jmcp.2023.22283
PMID:36692907
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10394220/
Abstract

Severe hypoglycemia is a significant barrier to optimizing insulin therapy in both type 1 and type 2 diabetes and places a burden on the US health care system because of the high costs of hypoglycemia-related health care utilization. To compare the frequency of sensor-detected severe hypoglycemic events (SHEs) among a population of continuous glucose monitoring (CGM) users on insulin therapy after initiation of the InPen smart insulin pen (SIP) system and to estimate the potential hypoglycemia-related medical cost savings across a population of SIP users. SIP users of all ages with type 1 or type 2 diabetes were required to have at least 90 days of SIP use with a connected CGM device. The last 14 days of sensor glucose (SG) data within the 30-day period prior to the start of SIP use ("pre-SIP") and the last 14 days of SG data, along with the requirement of at least 1 bolus entry per day within the 61- to 90-day period after SIP start ("post-SIP"), were analyzed. Sensor-detected SHEs (defined as ≥10 minutes of consecutive SG readings at <54 mg/dL) were determined. Once factored, the expected medical intervention rates and associated costs were calculated. Intervention rates and costs were obtained from the literature. There were 1,681 SIP + CGM users from March 1, 2018, to April 30, 2021. The mean number of sensor-detected SHEs per week declined from 0.67 in the pre-SIP period to 0.58 in the post-SIP period ( = 0.008), which represented a 13% reduction. Assuming a range of 5%-25% of all sensor-detected SHEs resulted in a clinical event, the estimated cost reduction associated with reduced SHEs was $12-$59 and $110-$551 per SIP user per month and per year, respectively. For those aged at least 65 years, there were 166 SIP+CGM users and the reduction in the mean number of sensor-detected SHEs per week between the pre-SIP and post-SIP periods was 31%. Use of the SIP system with a connected CGM is associated with reduced sensor-detected severe hypoglycemia, which may result in significant cost savings. Albert Chien, Glen Im, Kael Wherry, Janice MacLeod, and Robert A Vigersky are employees of Medtronic; Sneha Thanasekaran and Angela Gaetano were affiliated with Medtronic while doing this research. The submitted work did not involve study subject recruitment, enrollment, or participation in a trial and did not fall under human subject protection requirements (per the Department of Health and Human Services CFR Part 46) necessitating Internal Review Board approval or exemption.

摘要

严重低血糖是 1 型和 2 型糖尿病患者优化胰岛素治疗的重大障碍,并且由于低血糖相关医疗保健利用的高成本,给美国的医疗保健系统带来了负担。本研究旨在比较胰岛素治疗患者在使用 InPen 智能胰岛素笔 (SIP) 系统前后连续血糖监测 (CGM) 使用者中传感器检测到的严重低血糖事件 (SHE) 的发生频率,并估计 SIP 用户人群中与潜在低血糖相关的医疗成本节省情况。所有年龄在 1 型或 2 型糖尿病的 SIP 用户均需至少有 90 天的 SIP 使用和连接的 CGM 设备。在开始使用 SIP 前的 30 天内,分析最后 14 天的传感器血糖 (SG) 数据(“预 SIP”)和最后 14 天的 SG 数据,以及在 SIP 开始后 61-90 天内至少每天输入 1 次剂量的要求(“后 SIP”)。确定传感器检测到的 SHE(定义为连续 10 分钟以上的 SG 读数<54mg/dL)。一旦进行了相关因素分析,计算了预期的医疗干预率和相关成本。干预率和成本从文献中获得。2018 年 3 月 1 日至 2021 年 4 月 30 日期间,共有 1681 名 SIP+CGM 用户。每周传感器检测到的 SHE 次数从预 SIP 期间的 0.67 次减少到 SIP 期间的 0.58 次( = 0.008),减少了 13%。假设所有传感器检测到的 SHE 中有 5%-25%导致临床事件,那么与 SHE 减少相关的估计成本降低分别为每位 SIP 用户每月和每年 12-59 美元和 110-551 美元。对于至少 65 岁的人群,有 166 名 SIP+CGM 用户,预 SIP 和 SIP 期间每周传感器检测到的 SHE 次数的平均值减少了 31%。使用与 CGM 相连的 SIP 系统与传感器检测到的严重低血糖发生率降低相关,这可能会带来显著的成本节约。Albert Chien、Glen Im、Kael Wherry、Janice MacLeod 和 Robert A Vigersky 是美敦力的员工;Sneha Thanasekaran 和 Angela Gaetano 在进行这项研究时隶属于美敦力。提交的工作不涉及研究对象的招募、登记或参与试验,也不属于需要内部审查委员会批准或豁免的人类受试者保护要求(根据美国卫生与公众服务部 CFR 第 46 部分)。