• 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

2 型糖尿病患者访间内 HbA1c 变异性指标对微血管疾病风险的预测能力比较。

Comparative predictive ability of visit-to-visit HbA1c variability measures for microvascular disease risk in type 2 diabetes.

机构信息

Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, 1 University Road, Tainan, 701, Taiwan.

Department of Statistics, National Cheng Kung University, Tainan, Taiwan.

出版信息

Cardiovasc Diabetol. 2020 Jul 6;19(1):105. doi: 10.1186/s12933-020-01082-9.

DOI:10.1186/s12933-020-01082-9
PMID:32631323
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7339461/
Abstract

BACKGROUND

To assess the associations of various HbA1c measures, including a single baseline HbA1c value, overall mean, yearly updated means, standard deviation (HbA1c-SD), coefficient of variation (HbA1c-CV), and HbA1c variability score (HVS), with microvascular disease (MVD) risk in patients with type 2 diabetes.

METHODS

Linked data between National Cheng Kung University Hospital and Taiwan's National Health Insurance Research Database were utilized to identify the study cohort. The primary outcome was the composite MVD events (retinopathy, nephropathy, or neuropathy) occurring during the study follow-up. Cox model analyses were performed to assess the associations between HbA1c measures and MVD risk, with adjustment for patients' baseline HbA1c, demographics, comorbidities/complications, and treatments.

RESULTS

In the models without adjustment for baseline HbA1c, all HbA1c variability and mean measures were significantly associated with MVD risk, except HVS. With adjustment for baseline HbA1c, HbA1c-CV had the strongest association with MVD risk. For every unit of increase in HbA1c-CV, the MVD risk significantly increased by 3.42- and 2.81-fold based on the models without and with adjustment for baseline HbA1c, respectively. The associations of HbA1c variability and mean measures with MVD risk in patients with baseline HbA1c < 7.5% (58 mmol/mol) were stronger compared with those in patients with baseline HbA1c ≥ 7.5% (58 mmol/mol).

CONCLUSIONS

HbA1c variability, especially HbA1c-CV, can supplement conventional baseline HbA1c measure for explaining MVD risk. HbA1c variability may play a greater role in MVD outcomes among patients with relatively optimal baseline glycemic control compared to those with relatively poor baseline glycemic control.

摘要

背景

评估各种 HbA1c 指标与 2 型糖尿病患者微血管疾病(MVD)风险的相关性,包括单一基线 HbA1c 值、总体平均值、每年更新的平均值、标准差(HbA1c-SD)、变异系数(HbA1c-CV)和 HbA1c 变异分数(HVS)。

方法

利用国立成功大学医院与台湾全民健康保险研究数据库之间的关联数据来确定研究队列。主要结局是研究随访期间发生的复合 MVD 事件(视网膜病变、肾病或神经病)。使用 Cox 模型分析评估 HbA1c 指标与 MVD 风险之间的相关性,调整患者的基线 HbA1c、人口统计学特征、合并症/并发症和治疗。

结果

在未调整基线 HbA1c 的模型中,所有 HbA1c 变异和平均指标均与 MVD 风险显著相关,除 HVS 外。在调整基线 HbA1c 后,HbA1c-CV 与 MVD 风险的相关性最强。基于未调整和调整基线 HbA1c 的模型,HbA1c-CV 每增加一个单位,MVD 风险分别显著增加 3.42 倍和 2.81 倍。在基线 HbA1c<7.5%(58mmol/mol)的患者中,HbA1c 变异和平均指标与 MVD 风险的相关性强于基线 HbA1c≥7.5%(58mmol/mol)的患者。

结论

HbA1c 变异,尤其是 HbA1c-CV,可补充传统的基线 HbA1c 测量值,用于解释 MVD 风险。与基线血糖控制相对较差的患者相比,HbA1c 变异在血糖控制相对较好的患者中对 MVD 结局的作用可能更大。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4fee/7339461/c4ce1a40853e/12933_2020_1082_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4fee/7339461/c4ce1a40853e/12933_2020_1082_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4fee/7339461/c4ce1a40853e/12933_2020_1082_Fig1_HTML.jpg

相似文献

1
Comparative predictive ability of visit-to-visit HbA1c variability measures for microvascular disease risk in type 2 diabetes.2 型糖尿病患者访间内 HbA1c 变异性指标对微血管疾病风险的预测能力比较。
Cardiovasc Diabetol. 2020 Jul 6;19(1):105. doi: 10.1186/s12933-020-01082-9.
2
Long-term visit-to-visit glycemic variability as predictor of micro- and macrovascular complications in patients with type 2 diabetes: The Rio de Janeiro Type 2 Diabetes Cohort Study.长期血糖变异性与 2 型糖尿病患者微血管和大血管并发症的关系:里约热内卢 2 型糖尿病队列研究。
Cardiovasc Diabetol. 2018 Feb 24;17(1):33. doi: 10.1186/s12933-018-0677-0.
3
Risk factors for the development of micro-vascular complications of type 2 diabetes in a single-centre cohort of patients.单中心2型糖尿病患者队列中微血管并发症发生的危险因素。
Diab Vasc Dis Res. 2018 Sep;15(5):424-432. doi: 10.1177/1479164118780808. Epub 2018 Jun 18.
4
Visit-to-Visit HbA Variability Is Associated With Cardiovascular Disease and Microvascular Complications in Patients With Newly Diagnosed Type 2 Diabetes.就诊间糖化血红蛋白变异性与新诊断 2 型糖尿病患者的心血管疾病和微血管并发症相关。
Diabetes Care. 2020 Feb;43(2):426-432. doi: 10.2337/dc19-0823. Epub 2019 Nov 14.
5
Visit-to-visit variability of glycemia and vascular complications: the Hoorn Diabetes Care System cohort.血糖的随访间变异性与血管并发症:霍恩糖尿病护理系统队列研究。
Cardiovasc Diabetol. 2019 Dec 12;18(1):170. doi: 10.1186/s12933-019-0975-1.
6
Microvascular Disease and Incident Heart Failure Among Individuals With Type 2 Diabetes Mellitus.微血管病与 2 型糖尿病患者心力衰竭事件的相关性。
J Am Heart Assoc. 2021 Jun 15;10(12):e018998. doi: 10.1161/JAHA.120.018998. Epub 2021 Jun 10.
7
Sex differences in the association of prediabetes and type 2 diabetes with microvascular complications and function: The Maastricht Study.糖尿病前期和 2 型糖尿病与微血管并发症和功能的相关性存在性别差异:马斯特里赫特研究。
Cardiovasc Diabetol. 2021 May 7;20(1):102. doi: 10.1186/s12933-021-01290-x.
8
Diagnosing type 2 diabetes using Hemoglobin A1c: a systematic review and meta-analysis of the diagnostic cutpoint based on microvascular complications.使用糖化血红蛋白诊断 2 型糖尿病:基于微血管并发症的诊断切点的系统评价和荟萃分析。
Acta Diabetol. 2021 Mar;58(3):279-300. doi: 10.1007/s00592-020-01606-5. Epub 2020 Nov 3.
9
Visit-to-visit HbA variability is associated with in-stent restenosis in patients with type 2 diabetes after percutaneous coronary intervention.经皮冠状动脉介入治疗后,2 型糖尿病患者的HbA 变异性与支架内再狭窄相关。
Cardiovasc Diabetol. 2020 Sep 4;19(1):133. doi: 10.1186/s12933-020-01111-7.
10
HbA1c variability and diabetic peripheral neuropathy in type 2 diabetic patients.糖化血红蛋白变异性与 2 型糖尿病患者的糖尿病周围神经病变。
Cardiovasc Diabetol. 2018 Mar 29;17(1):47. doi: 10.1186/s12933-018-0693-0.

引用本文的文献

1
Determinants of HbA1c variability among type 2 diabetes mellitus patients in Malaysian primary care setting.马来西亚基层医疗环境中2型糖尿病患者糖化血红蛋白(HbA1c)变异性的决定因素
Sci Rep. 2025 Jul 14;15(1):25379. doi: 10.1038/s41598-025-08346-y.
2
Exploring the Link Between Diabetes, Herpes Zoster, and Post-Herpetic Neuralgia: Insights From Mendelian Randomization.探索糖尿病、带状疱疹和带状疱疹后神经痛之间的联系:孟德尔随机化研究的见解
J Pain Res. 2025 Mar 21;18:1479-1489. doi: 10.2147/JPR.S501674. eCollection 2025.
3
Effect of Preoperative Level of Glycemic Control with Pulsed Radiofrequency on the Incidence of Postherpetic Neuralgia in Patients with Herpes Zoster Combined with Type 2 Diabetes Mellitus: A Cohort Study.

本文引用的文献

1
Prognostic Significance of Long-term HbA Variability for All-Cause Mortality in the ACCORD Trial.ACCORD 试验中 HbA 长期变异对全因死亡率的预后意义。
Diabetes Care. 2020 Jun;43(6):1185-1190. doi: 10.2337/dc19-2589. Epub 2020 Mar 30.
2
Age-specific associations of glycated haemoglobin variability with cardiovascular disease and mortality in patients with type 2 diabetes mellitus: A 10- year cohort study.2型糖尿病患者糖化血红蛋白变异性与心血管疾病及死亡率的年龄特异性关联:一项10年队列研究
Diabetes Obes Metab. 2020 Aug;22(8):1316-1327. doi: 10.1111/dom.14034. Epub 2020 Apr 15.
3
Effect of mean HbA1c on the association of HbA1c variability and all-cause mortality in patients with type 2 diabetes.
脉冲射频术前血糖控制水平对带状疱疹合并2型糖尿病患者带状疱疹后神经痛发生率的影响:一项队列研究
Diabetes Metab Syndr Obes. 2024 Oct 24;17:3975-3987. doi: 10.2147/DMSO.S484193. eCollection 2024.
4
Relationship Between Glycosylated Hemoglobin Variability and the Severity of Coronary Artery Disease in Patients With Type 2 Diabetes Mellitus.糖化血红蛋白变异性与 2 型糖尿病患者冠状动脉疾病严重程度的关系。
J Diabetes Res. 2024 Aug 1;2024:9958586. doi: 10.1155/2024/9958586. eCollection 2024.
5
An interpretable predictive deep learning platform for pediatric metabolic diseases.一个可解释的预测性深度学习平台,用于儿科代谢疾病。
J Am Med Inform Assoc. 2024 May 20;31(6):1227-1238. doi: 10.1093/jamia/ocae049.
6
Prognostic value of longitudinal HbA1c variability in predicting the development of diabetic sensorimotor polyneuropathy among patients with type 2 diabetes mellitus: A prospective cohort observational study.预测 2 型糖尿病患者发生糖尿病感觉运动多发性神经病的纵向 HbA1c 变异性的预后价值:一项前瞻性队列观察研究。
J Diabetes Investig. 2024 Mar;15(3):326-335. doi: 10.1111/jdi.14131. Epub 2024 Jan 3.
7
Correlates of disordered eating and insulin restriction behavior and its association with psychological health in Taiwanese youths with diabetes mellitus.台湾糖尿病青少年饮食失调与胰岛素限制行为的相关因素及其与心理健康的关联。
J Eat Disord. 2023 Sep 14;11(1):158. doi: 10.1186/s40337-023-00888-8.
8
Glycated hemoglobin variability and the risk of cardiovascular events in patients with prediabetes and type 2 diabetes mellitus: A post-hoc analysis of a prospective and multicenter study.糖化血红蛋白变异性与糖尿病前期和 2 型糖尿病患者心血管事件风险:一项前瞻性多中心研究的事后分析。
J Diabetes Investig. 2023 Dec;14(12):1391-1400. doi: 10.1111/jdi.14073. Epub 2023 Aug 23.
9
A study of factors influencing long-term glycemic variability in patients with type 2 diabetes: a structural equation modeling approach.一项影响 2 型糖尿病患者长期血糖变异性因素的研究:结构方程建模方法。
Front Endocrinol (Lausanne). 2023 Jul 31;14:1216897. doi: 10.3389/fendo.2023.1216897. eCollection 2023.
10
Correlation Between Glycemic Variability and Diabetic Complications: A Narrative Review.血糖变异性与糖尿病并发症之间的相关性:一篇叙述性综述。
Int J Gen Med. 2023 Jul 21;16:3083-3094. doi: 10.2147/IJGM.S418520. eCollection 2023.
平均糖化血红蛋白(HbA1c)对2型糖尿病患者糖化血红蛋白变异性与全因死亡率之间关联的影响。
Diabetes Obes Metab. 2020 Apr;22(4):680-687. doi: 10.1111/dom.13951. Epub 2020 Jan 19.
4
Impact of HbA1c variability on subclinical left ventricular remodeling and dysfunction in patients with type 2 diabetes mellitus.糖化血红蛋白变异性对 2 型糖尿病患者亚临床左心室重构和功能障碍的影响。
Clin Chim Acta. 2020 Mar;502:159-166. doi: 10.1016/j.cca.2019.12.006. Epub 2019 Dec 19.
5
Visit-to-Visit HbA Variability Is Associated With Cardiovascular Disease and Microvascular Complications in Patients With Newly Diagnosed Type 2 Diabetes.就诊间糖化血红蛋白变异性与新诊断 2 型糖尿病患者的心血管疾病和微血管并发症相关。
Diabetes Care. 2020 Feb;43(2):426-432. doi: 10.2337/dc19-0823. Epub 2019 Nov 14.
6
Incremental role of glycaemic variability over HbA1c in identifying type 2 diabetic patients with high platelet reactivity undergoing percutaneous coronary intervention.糖化变异性比糖化血红蛋白在识别行经皮冠状动脉介入治疗的 2 型糖尿病伴高血小板反应患者中的增量作用。
Cardiovasc Diabetol. 2019 Nov 9;18(1):147. doi: 10.1186/s12933-019-0952-8.
7
Visit-to-visit HbA1c variability is inversely related to baroreflex sensitivity independently of HbA1c value in type 2 diabetes.在 2 型糖尿病患者中,HbA1c 变异的变异性与血压反射敏感性呈负相关,而与 HbA1c 值无关。
Cardiovasc Diabetol. 2018 Jul 10;17(1):100. doi: 10.1186/s12933-018-0743-7.
8
Prognostic impact of HbA1c variability on long-term outcomes in patients with heart failure and type 2 diabetes mellitus.糖化血红蛋白变异性对心力衰竭合并 2 型糖尿病患者长期预后的影响。
Cardiovasc Diabetol. 2018 Jun 30;17(1):96. doi: 10.1186/s12933-018-0739-3.
9
Haemoglobin A1c variability as an independent correlate of atherosclerosis and cardiovascular disease in Chinese type 2 diabetes.糖化血红蛋白变异性作为中国2型糖尿病患者动脉粥样硬化和心血管疾病的独立相关因素
Diab Vasc Dis Res. 2018 Sep;15(5):402-408. doi: 10.1177/1479164118778850. Epub 2018 May 31.
10
Mean HbA, HbA variability, and mortality in people with diabetes aged 70 years and older: a retrospective cohort study.70 岁及以上糖尿病患者的平均 HbA、HbA 变异性和死亡率:一项回顾性队列研究。
Lancet Diabetes Endocrinol. 2018 Jun;6(6):476-486. doi: 10.1016/S2213-8587(18)30048-2. Epub 2018 Apr 16.