成人2型糖尿病胰岛素处方特点及其与血糖控制的关系

IF 1.4 Q4 ENDOCRINOLOGY & METABOLISM
Helen Chen , Lappui Chung , Michael Weiner , Mark Fu , Patrick Balius , Julian Wolfson
{"title":"成人2型糖尿病胰岛素处方特点及其与血糖控制的关系","authors":"Helen Chen ,&nbsp;Lappui Chung ,&nbsp;Michael Weiner ,&nbsp;Mark Fu ,&nbsp;Patrick Balius ,&nbsp;Julian Wolfson","doi":"10.1016/j.deman.2025.100260","DOIUrl":null,"url":null,"abstract":"<div><h3>Objective</h3><div>We assessed the association between insulin prescription characteristics and glycemic control.</div></div><div><h3>Methods</h3><div>Electronic health records (2017–2023) were used to identify adults with type 2 diabetes prescribed insulin from outpatient visits on the same day as a hemoglobin A1c (HbA1c) result in a Midwest US region. Insulin prescription characteristics were total daily dose, providing a maximum dose, and instruction types (dosing frequency, carbohydrate (carb) counting, correction, and sliding scale). Mixed-effects linear and logistic regression modeled HbA1c and meeting HbA1c target (&lt;7 for age18–64 and &lt;8 for age <span><math><mo>≥</mo></math></span> 65).</div></div><div><h3>Results</h3><div>Among 11,179 subjects, mean age was 53; 49 % were male, and 58 % White. Overall cohort glycemic control was low, median HbA1c was 9.3; 16 % met HbA1c target; mean HbA1c at last follow-up was 8.7 %. Instruction types were 88 % dosing frequency, 7 % correction, 3 % sliding scale, and 1 % carb counting. HbA1c reduction was associated with carb counting (−0.4, <em>p</em> = 0.009), correction (−0.2, <em>p</em> &lt; 0.001), sliding scale (−0.1, <em>p</em> = 0.014), and providing a maximum daily insulin dose (−0.02, <em>p</em> &lt; 0.001). An increase in total daily insulin dose by 10 units was associated with a 0.001 increase in HbA1c (<em>p</em> = 0.003). Correction instruction was 1.4 times more likely than dosing frequency to meet HbA1c target (<em>p</em> &lt; 0.001).</div></div><div><h3>Conclusion</h3><div>Insulin instruction type was associated with glycemic control, but control was low.</div></div>","PeriodicalId":72796,"journal":{"name":"Diabetes epidemiology and management","volume":"19 ","pages":"Article 100260"},"PeriodicalIF":1.4000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Characteristics of insulin prescriptions and their association with glycemic control in adults with type 2 diabetes mellitus\",\"authors\":\"Helen Chen ,&nbsp;Lappui Chung ,&nbsp;Michael Weiner ,&nbsp;Mark Fu ,&nbsp;Patrick Balius ,&nbsp;Julian Wolfson\",\"doi\":\"10.1016/j.deman.2025.100260\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Objective</h3><div>We assessed the association between insulin prescription characteristics and glycemic control.</div></div><div><h3>Methods</h3><div>Electronic health records (2017–2023) were used to identify adults with type 2 diabetes prescribed insulin from outpatient visits on the same day as a hemoglobin A1c (HbA1c) result in a Midwest US region. Insulin prescription characteristics were total daily dose, providing a maximum dose, and instruction types (dosing frequency, carbohydrate (carb) counting, correction, and sliding scale). Mixed-effects linear and logistic regression modeled HbA1c and meeting HbA1c target (&lt;7 for age18–64 and &lt;8 for age <span><math><mo>≥</mo></math></span> 65).</div></div><div><h3>Results</h3><div>Among 11,179 subjects, mean age was 53; 49 % were male, and 58 % White. Overall cohort glycemic control was low, median HbA1c was 9.3; 16 % met HbA1c target; mean HbA1c at last follow-up was 8.7 %. Instruction types were 88 % dosing frequency, 7 % correction, 3 % sliding scale, and 1 % carb counting. HbA1c reduction was associated with carb counting (−0.4, <em>p</em> = 0.009), correction (−0.2, <em>p</em> &lt; 0.001), sliding scale (−0.1, <em>p</em> = 0.014), and providing a maximum daily insulin dose (−0.02, <em>p</em> &lt; 0.001). An increase in total daily insulin dose by 10 units was associated with a 0.001 increase in HbA1c (<em>p</em> = 0.003). Correction instruction was 1.4 times more likely than dosing frequency to meet HbA1c target (<em>p</em> &lt; 0.001).</div></div><div><h3>Conclusion</h3><div>Insulin instruction type was associated with glycemic control, but control was low.</div></div>\",\"PeriodicalId\":72796,\"journal\":{\"name\":\"Diabetes epidemiology and management\",\"volume\":\"19 \",\"pages\":\"Article 100260\"},\"PeriodicalIF\":1.4000,\"publicationDate\":\"2025-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Diabetes epidemiology and management\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2666970625000095\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Diabetes epidemiology and management","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666970625000095","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0

摘要

目的探讨胰岛素处方特征与血糖控制的关系。方法使用电子健康记录(2017-2023)来识别美国中西部地区在血红蛋白A1c (HbA1c)结果当天门诊就诊的2型糖尿病成人处方胰岛素。胰岛素处方特征包括每日总剂量、提供最大剂量和指示类型(给药频率、碳水化合物计数、校正和滑动刻度)。混合效应线性和逻辑回归模拟了HbA1c和满足HbA1c目标(18 - 64岁为<;7,≥65岁为<;8)。结果11179例患者,平均年龄53岁;其中男性占49%,白人占58%。总体队列血糖控制较低,中位HbA1c为9.3;糖化血红蛋白达标的16%;末次随访时平均HbA1c为8.7%。指导类型为88%给药频率,7%校正,3%滑动刻度,1%碳水化合物计数。HbA1c降低与碳水化合物计数(- 0.4,p = 0.009)、校正(- 0.2,p <;0.001),滑动刻度(- 0.1,p = 0.014),以及提供最大每日胰岛素剂量(- 0.02,p <;0.001)。每日总胰岛素剂量增加10个单位与HbA1c增加0.001相关(p = 0.003)。纠正指导达到HbA1c目标的可能性是给药频率的1.4倍(p <;0.001)。结论胰岛素指导类型与血糖控制相关,但血糖控制水平较低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Characteristics of insulin prescriptions and their association with glycemic control in adults with type 2 diabetes mellitus

Objective

We assessed the association between insulin prescription characteristics and glycemic control.

Methods

Electronic health records (2017–2023) were used to identify adults with type 2 diabetes prescribed insulin from outpatient visits on the same day as a hemoglobin A1c (HbA1c) result in a Midwest US region. Insulin prescription characteristics were total daily dose, providing a maximum dose, and instruction types (dosing frequency, carbohydrate (carb) counting, correction, and sliding scale). Mixed-effects linear and logistic regression modeled HbA1c and meeting HbA1c target (<7 for age18–64 and <8 for age 65).

Results

Among 11,179 subjects, mean age was 53; 49 % were male, and 58 % White. Overall cohort glycemic control was low, median HbA1c was 9.3; 16 % met HbA1c target; mean HbA1c at last follow-up was 8.7 %. Instruction types were 88 % dosing frequency, 7 % correction, 3 % sliding scale, and 1 % carb counting. HbA1c reduction was associated with carb counting (−0.4, p = 0.009), correction (−0.2, p < 0.001), sliding scale (−0.1, p = 0.014), and providing a maximum daily insulin dose (−0.02, p < 0.001). An increase in total daily insulin dose by 10 units was associated with a 0.001 increase in HbA1c (p = 0.003). Correction instruction was 1.4 times more likely than dosing frequency to meet HbA1c target (p < 0.001).

Conclusion

Insulin instruction type was associated with glycemic control, but control was low.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Diabetes epidemiology and management
Diabetes epidemiology and management Endocrinology, Diabetes and Metabolism, Public Health and Health Policy
CiteScore
1.10
自引率
0.00%
发文量
0
审稿时长
14 days
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信