• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

根据体重指数分析2型糖尿病患者的治疗模式及临床特征:来自电子病历数据库的研究结果

Treatment patterns and clinical characteristics of patients with type 2 diabetes mellitus according to body mass index: findings from an electronic medical records database.

作者信息

Weng Wayne, Tian Ye, Kimball Edward S, Kong Sheldon X, Bouchard Jonathan, Hobbs Todd M, Sakurada Brian

机构信息

Department of Health and Economics Outcomes Research, Novo Nordisk, Plainsboro, New Jersey, USA.

Medical Writing and Education, Novo Nordisk, Plainsboro, New Jersey, USA.

出版信息

BMJ Open Diabetes Res Care. 2017 May 27;5(1):e000382. doi: 10.1136/bmjdrc-2016-000382. eCollection 2017.

DOI:10.1136/bmjdrc-2016-000382
PMID:28761654
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5530246/
Abstract

OBJECTIVE

This study evaluated relationships between glycaemic control, body mass index (BMI), comorbidities and pharmacological treatment in patients with type 2 diabetes mellitus (T2D).

RESEARCH DESIGN AND METHODS

This was a retrospective, cross-sectional analysis of Quintiles electronic medical records research data (study period 1 October 2013-30 September 2014). Eligibility included age ≥18 years, T2D diagnosis, and at least one available BMI measurement.

RESULTS

The study included 626 386 patients (mean age, 63.8 year; 51.3% female; 78.5% white; 62.6%, BMI ≥30 kg/m). A1c data were available for 414 266 patients. The proportion of patients with good glycaemic control (A1c ≤6.5) decreased as BMI category increased, ranging from 40.1% of patients with BMI <30% to 30.1% of patients with BMI ≥40. The proportions of patients with poor glycaemic control (A1c >8% and A1c ≥9%) increased with increasing BMI category. Oral antidiabetic drugs (OAD) were the most frequently used (54.4% of patients with A1c values). Among patients using insulin-based therapy, 50% had an A1c ≥8% and 29% had an A1c ≥9% regardless of concomitant OAD or glucagon-like peptide 1 receptor agonist use. Among patients using three or more OADs, 34.3% and 16.1% had A1c values ≥8% and ≥9%, respectively. There was no common trend observed for changes in the proportion of patients with T2D-related comorbidities according to BMI category. The most notable trend was a 7.6% net increase in the percentage of patients with hypertension from BMI <30 to BMI ≥40.

CONCLUSIONS

This large dataset provides evidence that roughly one out of four patients with T2D is not well controlled, and the prevalence of poor glycaemic control increases as BMI increases.

摘要

目的

本研究评估了2型糖尿病(T2D)患者的血糖控制、体重指数(BMI)、合并症与药物治疗之间的关系。

研究设计与方法

这是一项对昆泰电子病历研究数据进行的回顾性横断面分析(研究期为2013年10月1日至2014年9月30日)。纳入标准包括年龄≥18岁、T2D诊断以及至少一次可用的BMI测量值。

结果

该研究纳入了626386名患者(平均年龄63.8岁;51.3%为女性;78.5%为白人;62.6%的BMI≥30kg/m²)。414266名患者有糖化血红蛋白(A1c)数据。随着BMI类别增加,血糖控制良好(A1c≤6.5)的患者比例下降,范围从BMI<30kg/m²的患者中的40.1%到BMI≥40kg/m²的患者中的30.1%。血糖控制不佳(A1c>8%和A1c≥9%)的患者比例随着BMI类别增加而上升。口服降糖药(OAD)是最常用的药物(糖化血红蛋白值患者中的54.4%)。在使用胰岛素治疗的患者中,无论是否同时使用OAD或胰高血糖素样肽1受体激动剂,50%的患者A1c≥8%,29%的患者A1c≥9%。在使用三种或更多种OAD的患者中,分别有34.3%和16.1%的患者糖化血红蛋白值≥8%和≥9%。未观察到根据BMI类别T2D相关合并症患者比例变化的共同趋势。最显著的趋势是高血压患者百分比从BMI<30kg/m²到BMI≥40kg/m²净增加7.6%。

结论

这个大型数据集提供了证据,表明大约四分之一的T2D患者血糖控制不佳,且血糖控制不佳的患病率随着BMI增加而上升。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4de7/5530246/07c78c08d296/bmjdrc-2016-000382f03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4de7/5530246/683e48a0980e/bmjdrc-2016-000382f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4de7/5530246/6cf5978657a6/bmjdrc-2016-000382f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4de7/5530246/07c78c08d296/bmjdrc-2016-000382f03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4de7/5530246/683e48a0980e/bmjdrc-2016-000382f01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4de7/5530246/6cf5978657a6/bmjdrc-2016-000382f02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4de7/5530246/07c78c08d296/bmjdrc-2016-000382f03.jpg

相似文献

1
Treatment patterns and clinical characteristics of patients with type 2 diabetes mellitus according to body mass index: findings from an electronic medical records database.根据体重指数分析2型糖尿病患者的治疗模式及临床特征:来自电子病历数据库的研究结果
BMJ Open Diabetes Res Care. 2017 May 27;5(1):e000382. doi: 10.1136/bmjdrc-2016-000382. eCollection 2017.
2
Clinical effectiveness of liraglutide across body mass index in patients with type 2 diabetes in the United States: a retrospective cohort study.利拉鲁肽在美国2型糖尿病患者中按体重指数分层的临床疗效:一项回顾性队列研究。
Adv Ther. 2014 Sep;31(9):986-99. doi: 10.1007/s12325-014-0153-5. Epub 2014 Sep 23.
3
Characteristics of patients with type 2 diabetes mellitus newly treated with GLP-1 receptor agonists (CHADIG Study): a cross-sectional multicentre study in Spain.接受胰高血糖素样肽-1受体激动剂初始治疗的2型糖尿病患者特征(CHADIG研究):西班牙的一项横断面多中心研究
BMJ Open. 2016 Jul 26;6(7):e010197. doi: 10.1136/bmjopen-2015-010197.
4
Predictors and Clinical Outcomes of Treatment Intensification in Patients With Type 2 Diabetes Uncontrolled on Basal Insulin in a Real-World Setting.在真实环境中,基础胰岛素控制不佳的 2 型糖尿病患者强化治疗的预测因素和临床结局。
Endocr Pract. 2018 Sep;24(9):805-814. doi: 10.4158/EP-2017-0261. Epub 2018 Jul 5.
5
Body mass index and insulin use as identifiers of high-cost patients with type 2 diabetes: A retrospective analysis of electronic health records linked to insurance claims data.体重指数和胰岛素使用作为 2 型糖尿病高费用患者的识别标志:一项基于电子健康记录与保险理赔数据关联的回顾性分析。
Diabetes Obes Metab. 2019 Jun;21(6):1419-1428. doi: 10.1111/dom.13671. Epub 2019 Mar 27.
6
Insulin glargine provides greater improvements in glycaemic control vs. intensifying lifestyle management for people with type 2 diabetes treated with OADs and 7-8% A1c levels. The TULIP study.甘精胰岛素相较于强化生活方式管理,可为 OAD 治疗且 A1c 水平为 7-8%的 2 型糖尿病患者带来更大的血糖控制改善。TULIP 研究。
Diabetes Obes Metab. 2009 Apr;11(4):379-86. doi: 10.1111/j.1463-1326.2008.00980.x. Epub 2008 Dec 14.
7
Use of an Electronic Medical Record (EMR) to Identify Glycemic Intensification Strategies in Type 2 Diabetes.利用电子病历识别2型糖尿病的血糖强化治疗策略
J Diabetes Sci Technol. 2015 May;9(3):593-601. doi: 10.1177/1932296814564183. Epub 2014 Dec 18.
8
EFFICACY AND SAFETY OF IGLARLIXI IN HISPANICS AND NON-HISPANIC WHITES WITH TYPE 2 DIABETES.利拉鲁肽在 2 型糖尿病的西班牙裔和非西班牙裔白种人患者中的疗效和安全性。
Endocr Pract. 2019 Nov;25(11):1091-1100. doi: 10.4158/EP-2018-0615. Epub 2019 Jun 26.
9
Real-world clinical outcomes following treatment intensification with GLP-1 RA, OADs or insulin in patients with type 2 diabetes on two oral agents (PATHWAY 2-OADs).在使用两种口服药物治疗的 2 型糖尿病患者中,GLP-1RA、OAD 或胰岛素强化治疗的真实世界临床结局(PATHWAY 2-OADs)。
BMJ Open Diabetes Res Care. 2020 Dec;8(2). doi: 10.1136/bmjdrc-2020-001830.
10
Real-World Glycemic Control from GLP-1RA Therapy with and Without Concurrent Insulin in Patients with Type 2 Diabetes.GLP-1RA 治疗伴有或不伴有胰岛素的 2 型糖尿病患者的真实世界血糖控制情况。
J Manag Care Spec Pharm. 2017 Mar;23(3):267-275. doi: 10.18553/jmcp.2017.16334. Epub 2017 Feb 6.

引用本文的文献

1
From the perspective of dynamic changes in BMI: the relationship between BMI trajectories and dysglycemia, all-cause mortality.从体重指数动态变化的角度来看:体重指数轨迹与血糖异常、全因死亡率之间的关系。
Diabetol Metab Syndr. 2025 Jul 29;17(1):298. doi: 10.1186/s13098-025-01848-9.
2
Determinants of poor glycaemic control in type 2 diabetes in Dire Dawa City, Eastern Ethiopia: a case-control study.埃塞俄比亚东部迪雷达瓦市2型糖尿病患者血糖控制不佳的影响因素:一项病例对照研究
Int Health. 2025 Sep 3;17(5):745-753. doi: 10.1093/inthealth/ihaf024.
3
Omega-3 Fatty Acids Weaken Lymphocyte Inflammatory Features and Improve Glycemic Control in Nonobese Diabetic Goto-Kakizaki Rats.

本文引用的文献

1
Use of International Classification of Diseases, Ninth Revision Codes for Obesity: Trends in the United States from an Electronic Health Record-Derived Database.使用国际疾病分类第九版代码对肥胖进行分类:来自电子健康记录衍生数据库的美国趋势
Popul Health Manag. 2018 Jun;21(3):222-230. doi: 10.1089/pop.2017.0092. Epub 2017 Sep 26.
2
Trends in medication use in patients with type 2 diabetes mellitus: a long-term view of real-world treatment between 2000 and 2015.2型糖尿病患者的用药趋势:2000年至2015年真实世界治疗的长期观察
Diabetes Metab Syndr Obes. 2016 Nov 1;9:371-380. doi: 10.2147/DMSO.S120101. eCollection 2016.
3
ω-3脂肪酸可减弱非肥胖糖尿病Goto-Kakizaki大鼠的淋巴细胞炎症特征并改善血糖控制。
Nutrients. 2024 Nov 28;16(23):4106. doi: 10.3390/nu16234106.
4
Trends of HbA1c and BMI in People with Type 2 Diabetes: A Japanese Claims-Based Study.2型糖尿病患者糖化血红蛋白(HbA1c)和体重指数(BMI)的变化趋势:一项基于日本医保理赔数据的研究
Diabetes Ther. 2024 Apr;15(4):801-817. doi: 10.1007/s13300-024-01543-4. Epub 2024 Feb 24.
5
The factors associated with orthorexia nervosa in type 2 diabetes and their effect on diabetes self-management scores.与 2 型糖尿病相关的饮食失调症(强迫性正常饮食)的因素及其对糖尿病自我管理评分的影响。
Eat Weight Disord. 2023 Feb 21;28(1):22. doi: 10.1007/s40519-023-01552-5.
6
Prevalence of Obesity and Cardiovascular Risk Factors Among Type 2 Diabetes Mellitus Patients in Al-Khobar, Saudi Arabia.沙特阿拉伯胡拜尔2型糖尿病患者的肥胖及心血管危险因素患病率
Cureus. 2022 Oct 21;14(10):e30539. doi: 10.7759/cureus.30539. eCollection 2022 Oct.
7
Factors associated with treatment adherence to treatment among in patients with type 2 diabetes in Iran: A cross-sectional study.伊朗 2 型糖尿病住院患者治疗依从性相关因素的横断面研究。
Front Public Health. 2022 Nov 1;10:976888. doi: 10.3389/fpubh.2022.976888. eCollection 2022.
8
Impact of Partial Meal Replacement on Glycemic Levels and Body Weight in Indian Patients with Type 2 Diabetes (PRIDE): A Randomized Controlled Study.部分代餐对印度2型糖尿病患者血糖水平和体重的影响(PRIDE):一项随机对照研究。
Diabetes Ther. 2022 Sep;13(9):1599-1619. doi: 10.1007/s13300-022-01294-0. Epub 2022 Jul 14.
9
Efficacy and safety of oral semaglutide by subgroups of patient characteristics in the PIONEER phase 3 programme.口服司美格鲁肽在 PIONEER 3 期研究亚组患者特征中的疗效和安全性。
Diabetes Obes Metab. 2022 Jul;24(7):1338-1350. doi: 10.1111/dom.14710. Epub 2022 May 9.
10
Weight Change and the Association with Adherence and Persistence to Diabetes Therapy: A Narrative Review.体重变化及其与糖尿病治疗依从性和持续性的关联:一项叙述性综述
Patient Prefer Adherence. 2022 Jan 6;16:23-39. doi: 10.2147/PPA.S328583. eCollection 2022.
Patterns of weight change after the diagnosis of type 2 diabetes in Scotland and their relationship with glycaemic control, mortality and cardiovascular outcomes: a retrospective cohort study.
苏格兰2型糖尿病诊断后的体重变化模式及其与血糖控制、死亡率和心血管结局的关系:一项回顾性队列研究。
BMJ Open. 2016 Jul 26;6(7):e010836. doi: 10.1136/bmjopen-2015-010836.
4
CONSENSUS STATEMENT BY THE AMERICAN ASSOCIATION OF CLINICAL ENDOCRINOLOGISTS AND AMERICAN COLLEGE OF ENDOCRINOLOGY ON THE COMPREHENSIVE TYPE 2 DIABETES MANAGEMENT ALGORITHM--2016 EXECUTIVE SUMMARY.美国临床内分泌医师协会和美国内分泌学会关于2型糖尿病综合管理算法的共识声明——2016年执行摘要
Endocr Pract. 2016 Jan;22(1):84-113. doi: 10.4158/EP151126.CS.
5
Algorithms for personalized therapy of type 2 diabetes: results of a web-based international survey.2 型糖尿病个体化治疗的算法:一项基于网络的国际调查结果。
BMJ Open Diabetes Res Care. 2015 Aug 12;3(1):e000109. doi: 10.1136/bmjdrc-2015-000109. eCollection 2015.
6
Management of hyperglycemia in type 2 diabetes, 2015: a patient-centered approach: update to a position statement of the American Diabetes Association and the European Association for the Study of Diabetes.2015年2型糖尿病高血糖管理:以患者为中心的方法:美国糖尿病协会和欧洲糖尿病研究协会立场声明更新版
Diabetes Care. 2015 Jan;38(1):140-9. doi: 10.2337/dc14-2441.
7
(6) Glycemic targets.(6)血糖目标。
Diabetes Care. 2015 Jan;38 Suppl:S33-40. doi: 10.2337/dc15-S009.
8
Identification of undiagnosed diabetes and quality of diabetes care in the United States: cross-sectional study of 11.5 million primary care electronic records.美国未诊断糖尿病的识别与糖尿病护理质量:对1150万份初级保健电子记录的横断面研究。
CMAJ Open. 2014 Oct 1;2(4):E248-55. doi: 10.9778/cmajo.20130095. eCollection 2014 Oct.
9
LDL-C levels in US patients at high cardiovascular risk receiving rosuvastatin monotherapy.接受瑞舒伐他汀单药治疗的美国心血管高危患者的低密度脂蛋白胆固醇(LDL-C)水平。
Clin Ther. 2014 May;36(5):792-9. doi: 10.1016/j.clinthera.2014.03.010. Epub 2014 Apr 24.
10
Evaluation of cardiovascular risk factors, events, and costs across four BMI categories.评估四个 BMI 类别中的心血管风险因素、事件和成本。
Obesity (Silver Spring). 2013 Jun;21(6):1284-92. doi: 10.1002/oby.20215.