• 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

甘油三酯-葡萄糖指数预测中国西南地区人群未来 2 型糖尿病:一项 15 年的前瞻性研究。

Triglyceride-glucose index as predictor for future type 2 diabetes mellitus in a Chinese population in southwest China: a 15-year prospective study.

机构信息

Department of Cardiology, West China Hospital of Sichuan University, Chengdu, China.

Department of Cardiovascular Medicine, Hospital of Chengdu Office of People's Government of Tibet Autonomous Region, Chengdu, China.

出版信息

Endocrine. 2021 Apr;72(1):124-131. doi: 10.1007/s12020-020-02589-7. Epub 2021 Jan 12.

DOI:10.1007/s12020-020-02589-7
PMID:33433893
Abstract

PURPOSE

Triglyceride-glucose (TyG) index is an emerging surrogate predictor of incident type 2 diabetes mellitus (T2DM). The study aimed to examine the association between TyG index and incident T2DM in a prospective Chinese cohort.

METHODS

The data were collected in 1992 and recollected in 2007 from the same group of 687 participants. The association between TyG index and T2DM was analysed.

RESULTS

During follow-up, 74 participants developed T2DM and the risk of T2DM increased with TyG index. The adjusted hazard ratio (HR) was 3.36 (95% CI: 1.52-7.39, P < 0.001) comparing the top TyG quartile to the bottom quartile. Smooth curve fitting revealed a nonlinear association and threshold effect between TyG index and incident T2DM with a nadir of risk when TyG index was around 8.51. For TyG ≤ 8.51, the risk of incident T2DM tended to decrease with per SD increase in TyG but no statistical significance was achieved (adjusted HR: 0.69, 95% CI: 0.43-1.12, P = 0.133). For TyG > 8.51, the risk of incident T2DM significantly increased by 38% with per SD increase in TyG (adjusted HR: 1.38, 95% CI: 1.14-1.67, P = 0.001). Time-dependent receiver operating curve suggested helpful discriminative power of TyG index for T2DM. It also significantly promoted the reclassification ability beyond the baseline risk model with net reclassification index of 0.159 (P = 0.020). Sensitivity analysis excluding participants with prediabetes demonstrated similar results.

CONCLUSIONS

The TyG index was a significant and independent predictor for future T2DM development. The shape of relationship will require further studies.

摘要

目的

甘油三酯-葡萄糖(TyG)指数是 2 型糖尿病(T2DM)发生的新兴替代预测指标。本研究旨在检验 TyG 指数与中国前瞻性队列中 T2DM 发生的相关性。

方法

数据于 1992 年收集,并于 2007 年从同一组 687 名参与者中重新收集。分析了 TyG 指数与 T2DM 之间的关系。

结果

随访期间,74 名参与者发生了 T2DM,且 TyG 指数越高,T2DM 的发病风险越高。与 TyG 指数最低四分位数相比,TyG 指数最高四分位数的调整后风险比(HR)为 3.36(95%CI:1.52-7.39,P<0.001)。平滑曲线拟合显示,TyG 指数与 T2DM 之间存在非线性关联和阈值效应,当 TyG 指数约为 8.51 时风险最低。对于 TyG≤8.51,随着 TyG 每增加 1 个标准差,T2DM 发病风险呈下降趋势,但无统计学意义(调整后 HR:0.69,95%CI:0.43-1.12,P=0.133)。对于 TyG>8.51,TyG 每增加 1 个标准差,T2DM 发病风险显著增加 38%(调整后 HR:1.38,95%CI:1.14-1.67,P=0.001)。时间依赖性接收者操作特征曲线表明 TyG 指数对 T2DM 具有良好的区分能力。它还显著提高了基线风险模型的重新分类能力,净重新分类指数为 0.159(P=0.020)。排除糖尿病前期患者的敏感性分析显示了类似的结果。

结论

TyG 指数是未来 T2DM 发生的一个显著且独立的预测因素。TyG 指数与 T2DM 之间的关系需要进一步研究。

相似文献

1
Triglyceride-glucose index as predictor for future type 2 diabetes mellitus in a Chinese population in southwest China: a 15-year prospective study.甘油三酯-葡萄糖指数预测中国西南地区人群未来 2 型糖尿病:一项 15 年的前瞻性研究。
Endocrine. 2021 Apr;72(1):124-131. doi: 10.1007/s12020-020-02589-7. Epub 2021 Jan 12.
2
Cumulative increased risk of incident type 2 diabetes mellitus with increasing triglyceride glucose index in normal-weight people: The Rural Chinese Cohort Study.体重正常人群中甘油三酯葡萄糖指数升高与2型糖尿病发病累积风险增加的关系:中国农村队列研究
Cardiovasc Diabetol. 2017 Mar 1;16(1):30. doi: 10.1186/s12933-017-0514-x.
3
U-shaped association between the triglyceride-glucose index and the risk of incident diabetes in people with normal glycemic level: A population-base longitudinal cohort study.空腹血糖正常人群中甘油三酯-葡萄糖指数与新发糖尿病风险的 U 型关联:基于人群的纵向队列研究。
Clin Nutr. 2021 Apr;40(4):1555-1561. doi: 10.1016/j.clnu.2021.02.037. Epub 2021 Mar 4.
4
Association between triglyceride-glucose index and risk of incident diabetes: a secondary analysis based on a Chinese cohort study : TyG index and incident diabetes.基于中国队列研究的甘油三酯-葡萄糖指数与新发糖尿病风险的相关性:TyG 指数与新发糖尿病。
Lipids Health Dis. 2020 Nov 8;19(1):236. doi: 10.1186/s12944-020-01403-7.
5
Association Between Triglyceride-Glucose Index and the Risk of Type 2 Diabetes Mellitus in an Older Chinese Population Aged Over 75 Years.甘油三酯-葡萄糖指数与 75 岁以上中国老年人群 2 型糖尿病发病风险的相关性研究。
Front Public Health. 2022 Mar 25;9:796663. doi: 10.3389/fpubh.2021.796663. eCollection 2021.
6
The product of fasting plasma glucose and triglycerides improves risk prediction of type 2 diabetes in middle-aged Koreans.空腹血糖与甘油三酯的乘积可改善韩国中年人群2型糖尿病的风险预测。
BMC Endocr Disord. 2018 May 30;18(1):33. doi: 10.1186/s12902-018-0259-x.
7
Association between Triglyceride-Glucose Index and Type 2 Diabetes Mellitus in the Japanese Population: A Secondary Analysis of a Retrospective Cohort Study.甘油三酯-葡萄糖指数与日本人群 2 型糖尿病的相关性:一项回顾性队列研究的二次分析。
Biomed Res Int. 2020 Dec 11;2020:2947067. doi: 10.1155/2020/2947067. eCollection 2020.
8
Triglyceride glucose-waist circumference, a novel and effective predictor of diabetes in first-degree relatives of type 2 diabetes patients: cross-sectional and prospective cohort study.甘油三酯-血糖-腰围,2型糖尿病患者一级亲属中糖尿病的一种新型有效预测指标:横断面和前瞻性队列研究。
J Transl Med. 2016 Sep 7;14(1):260. doi: 10.1186/s12967-016-1020-8.
9
Triglyceride Glucose-Body Mass Index and Risk of Incident Type 2 Diabetes Mellitus in Japanese People With Normal Glycemic Level: A Population-Based Longitudinal Cohort Study.甘油三酯-血糖-体重指数与血糖正常的日本人 2 型糖尿病发病风险:一项基于人群的纵向队列研究。
Front Endocrinol (Lausanne). 2022 Jul 14;13:907973. doi: 10.3389/fendo.2022.907973. eCollection 2022.
10
Relationship between indices of insulin resistance and incident type 2 diabetes mellitus in Chinese adults.中国成年人胰岛素抵抗指数与 2 型糖尿病发病的关系。
Endocrine. 2024 Sep;85(3):1228-1237. doi: 10.1007/s12020-024-03830-3. Epub 2024 Apr 20.

引用本文的文献

1
The Interplay of Cardiometabolic Syndrome Phenotypes and Cardiovascular Risk Indices in Patients Diagnosed with Diabetes Mellitus.糖尿病患者中心血管代谢综合征表型与心血管风险指标的相互作用
Int J Mol Sci. 2025 Jun 27;26(13):6227. doi: 10.3390/ijms26136227.
2
Association of triglyceride glucose index with incident diabetes among individuals with normal fasting triglycerides and fasting plasma glucose values: a general population-based retrospective cohort study.空腹甘油三酯和空腹血糖值正常个体中甘油三酯葡萄糖指数与新发糖尿病的关联:一项基于普通人群的回顾性队列研究
Front Endocrinol (Lausanne). 2025 Jun 16;16:1598171. doi: 10.3389/fendo.2025.1598171. eCollection 2025.
3

本文引用的文献

1
Epidemiology of Type 2 Diabetes - Global Burden of Disease and Forecasted Trends.2 型糖尿病的流行病学——全球疾病负担和预测趋势。
J Epidemiol Glob Health. 2020 Mar;10(1):107-111. doi: 10.2991/jegh.k.191028.001.
2
The triglyceride-glucose index, a predictor of type 2 diabetes development: A retrospective cohort study.甘油三酯-葡萄糖指数,预测 2 型糖尿病发展的指标:一项回顾性队列研究。
Prim Care Diabetes. 2020 Apr;14(2):161-167. doi: 10.1016/j.pcd.2019.08.004. Epub 2019 Aug 26.
3
Capacity of different anthropometric measures to predict diabetes in a Chinese population in southwest China: a 15-year prospective study.
Stronger associations of abdominal obesity-related triglyceride-glucose indices with type 2 diabetes compared to general obesity-related indices in community-dwelling Chinese adults: a cross-sectional study.
与一般肥胖相关指标相比,腹部肥胖相关甘油三酯-葡萄糖指数与社区居住的中国成年人2型糖尿病的关联更强:一项横断面研究。
Front Endocrinol (Lausanne). 2025 Jun 10;16:1526849. doi: 10.3389/fendo.2025.1526849. eCollection 2025.
4
Association between Triglyceride-Glucose index and onset of type 2 diabetes in metabolic Dysfunction-Associated steatotic liver disease population.甘油三酯-葡萄糖指数与代谢功能障碍相关脂肪性肝病患者2型糖尿病发病之间的关联
Sci Rep. 2025 May 23;15(1):18044. doi: 10.1038/s41598-025-03453-2.
5
The role of the triglyceride-glucose index as a biomarker of cardio-metabolic syndromes.甘油三酯-葡萄糖指数作为心血管代谢综合征生物标志物的作用。
Lipids Health Dis. 2024 Dec 23;23(1):416. doi: 10.1186/s12944-024-02412-6.
6
Role of Triglyceride-Glucose Index in Type 2 Diabetes Mellitus and Its Complications.甘油三酯-葡萄糖指数在2型糖尿病及其并发症中的作用
Diabetes Metab Syndr Obes. 2024 Sep 4;17:3325-3333. doi: 10.2147/DMSO.S478287. eCollection 2024.
7
Association between triglyceride-glucose index and depression in patients with type 2 diabetes: A cross-sectional study from NHANES.甘油三酯-葡萄糖指数与 2 型糖尿病患者抑郁的相关性:来自 NHANES 的横断面研究。
Medicine (Baltimore). 2024 Aug 9;103(32):e39258. doi: 10.1097/MD.0000000000039258.
8
Triglyceride-glucose index in early pregnancy predicts the risk of gestational diabetes: a prospective cohort study.早孕期甘油三酯-葡萄糖指数预测妊娠期糖尿病风险:一项前瞻性队列研究。
Lipids Health Dis. 2024 Mar 25;23(1):87. doi: 10.1186/s12944-024-02076-2.
9
Comparison of triglyceride/glucose index and related parameters with Indian Diabetes Risk Score assessment in non-diabetic individuals visiting primary healthcare centre-A community-based cross-sectional study.在前往初级保健中心的非糖尿病个体中,甘油三酯/葡萄糖指数及相关参数与印度糖尿病风险评分评估的比较——一项基于社区的横断面研究。
J Family Med Prim Care. 2024 Jan;13(1):235-242. doi: 10.4103/jfmpc.jfmpc_996_23. Epub 2024 Feb 8.
10
Relationships between triglyceride-glucose index and incident gestational diabetes mellitus: a prospective cohort study of a Korean population using publicly available data.甘油三酯-葡萄糖指数与妊娠糖尿病发病的关系:一项利用公开数据的韩国人群前瞻性队列研究。
Front Public Health. 2024 Feb 13;12:1294588. doi: 10.3389/fpubh.2024.1294588. eCollection 2024.
不同人体测量指标预测中国西南地区人群糖尿病的能力:一项 15 年的前瞻性研究。
Diabet Med. 2019 Oct;36(10):1261-1267. doi: 10.1111/dme.14055. Epub 2019 Jul 10.
4
Lipotoxicity and Cell Maintenance in Obesity and Type 2 Diabetes.肥胖与2型糖尿病中的脂毒性和细胞维持
J Endocr Soc. 2019 Feb 4;3(3):617-631. doi: 10.1210/js.2018-00372. eCollection 2019 Mar 1.
5
The role of triglyceride glucose index in development of Type 2 diabetes mellitus.甘油三酯葡萄糖指数在 2 型糖尿病发展中的作用。
Diabetes Res Clin Pract. 2018 Sep;143:43-49. doi: 10.1016/j.diabres.2018.06.006. Epub 2018 Jun 21.
6
Triglyceride-glucose index (TyG index) in comparison with fasting plasma glucose improved diabetes prediction in patients with normal fasting glucose: The Vascular-Metabolic CUN cohort.与空腹血糖相比,甘油三酯-葡萄糖指数(TyG指数)改善了空腹血糖正常患者的糖尿病预测:血管代谢CUN队列研究
Prev Med. 2016 May;86:99-105. doi: 10.1016/j.ypmed.2016.01.022. Epub 2016 Feb 5.
7
Lipotoxicity in the pancreatic beta cell: not just survival and function, but proliferation as well?胰腺β细胞中的脂毒性:不仅仅关乎生存和功能,还涉及增殖吗?
Curr Diab Rep. 2014 Jun;14(6):492. doi: 10.1007/s11892-014-0492-2.
8
Body mass index, triglycerides, glucose, and blood pressure as predictors of type 2 diabetes in a middle-aged Norwegian cohort of men and women.体质指数、甘油三酯、血糖和血压与挪威中年男女 2 型糖尿病的相关性研究。
Clin Epidemiol. 2012;4:213-24. doi: 10.2147/CLEP.S31830. Epub 2012 Aug 20.
9
Higher ratio of triglyceride to high-density lipoprotein cholesterol may predispose to diabetes mellitus: 15-year prospective study in a general population.甘油三酯与高密度脂蛋白胆固醇比值升高可能增加糖尿病易感性:一项普通人群 15 年的前瞻性研究。
Metabolism. 2012 Jan;61(1):30-6. doi: 10.1016/j.metabol.2011.05.007. Epub 2011 Jun 12.
10
The product of fasting glucose and triglycerides as surrogate for identifying insulin resistance in apparently healthy subjects.空腹血糖与甘油三酯的乘积作为在看似健康的受试者中识别胰岛素抵抗的替代指标。
Metab Syndr Relat Disord. 2008 Dec;6(4):299-304. doi: 10.1089/met.2008.0034.