• 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-葡萄糖指数与危重症患者全因死亡率相关:一项纳入 3026 例患者的队列研究。

Triglyceride-glucose index linked to all-cause mortality in critically ill patients: a cohort of 3026 patients.

机构信息

Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, 364000, China.

The Graduate School of Clinical Medicine, Fujian Medical University, Fuzhou, 350000, China.

出版信息

Cardiovasc Diabetol. 2022 Jul 8;21(1):128. doi: 10.1186/s12933-022-01563-z.

DOI:10.1186/s12933-022-01563-z
PMID:35804386
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9270811/
Abstract

BACKGROUND

Triglyceride-glucose (TyG) index as a reliable surrogate of insulin resistance (IR) has been shown to be related to adverse clinical outcomes in patients with acute coronary syndrome, heart failure, ischemic stroke and so on. However, the relationship between TyG index and all-cause mortality in intensive care unit (ICU) patients remains unknown. The purpose of this study was to investigate the correlation between TyG index and all-cause mortality to evaluate the impact of IR on the prognosis of this population.

METHODS

This was a retrospective observational study that included 3026 patients who had an initial triglyceride and glucose data on the first day of ICU admission, and all data were extracted from the Medical Information Mart for Intensive Care III (MIMIC-III) database. These patients were grouped into quartiles (Q1-Q4) according to TyG index. The Kaplan-Meier analysis was used to compare all-cause mortality among the above four groups. Cox proportional hazards analyses were performed to examine the association between TyG index and all-cause mortality.

RESULTS

During 10.46 years of follow-up, 1148 (37.9%) patients died, of which 350 (11.6%) occurred during the hospital stay and 258 (8.5%) occurred during the ICU stay. Kaplan-Meier analysis showed that the risk of all-cause mortality was significantly higher in patients with higher TyG index (log-rank P = 0.021). Multivariable Cox proportional hazards analyses showed that the TyG index was an independent risk predictor of ICU death (HR: 1.72, 95% CI 1.18-2.52, P = 0.005) and hospital death (HR: 2.19, 95% CI 1.59-3.03, P < 0.001), and each 1-unit increased in the TyG index, a 1.19-fold increase in the risk of death during the hospital stay.

CONCLUSIONS

TyG index is strongly related to the all-cause mortality increasing in critically ill patients. This finding indicates that the TyG index might be useful in identifying people at high risk of ICU death and hospital death.

摘要

背景

甘油三酯-葡萄糖(TyG)指数作为胰岛素抵抗(IR)的可靠替代指标,已被证明与急性冠状动脉综合征、心力衰竭、缺血性卒中等患者的不良临床结局相关。然而,TyG 指数与重症监护病房(ICU)患者全因死亡率之间的关系尚不清楚。本研究旨在探讨 TyG 指数与全因死亡率之间的相关性,以评估 IR 对该人群预后的影响。

方法

这是一项回顾性观察性研究,纳入了 3026 名 ICU 入院第一天初始甘油三酯和血糖数据的患者,所有数据均从医疗信息集市用于重症监护 III(MIMIC-III)数据库中提取。这些患者根据 TyG 指数分为四组(Q1-Q4)。采用 Kaplan-Meier 分析比较上述四组患者的全因死亡率。采用 Cox 比例风险分析检验 TyG 指数与全因死亡率之间的关系。

结果

在 10.46 年的随访期间,1148 名(37.9%)患者死亡,其中 350 名(11.6%)发生在住院期间,258 名(8.5%)发生在 ICU 期间。Kaplan-Meier 分析显示,TyG 指数较高的患者全因死亡率明显较高(对数秩 P=0.021)。多变量 Cox 比例风险分析显示,TyG 指数是 ICU 死亡(HR:1.72,95%CI 1.18-2.52,P=0.005)和住院死亡(HR:2.19,95%CI 1.59-3.03,P<0.001)的独立危险因素,TyG 指数每增加 1 个单位,住院期间死亡的风险增加 1.19 倍。

结论

TyG 指数与危重症患者全因死亡率的增加密切相关。这一发现表明,TyG 指数可能有助于识别 ICU 死亡和住院死亡风险较高的人群。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a187/9270811/4fdab79fe24b/12933_2022_1563_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a187/9270811/9722a1788045/12933_2022_1563_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a187/9270811/28bae2c0aebe/12933_2022_1563_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a187/9270811/5e0cab7d0ceb/12933_2022_1563_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a187/9270811/4fdab79fe24b/12933_2022_1563_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a187/9270811/9722a1788045/12933_2022_1563_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a187/9270811/28bae2c0aebe/12933_2022_1563_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a187/9270811/5e0cab7d0ceb/12933_2022_1563_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a187/9270811/4fdab79fe24b/12933_2022_1563_Fig4_HTML.jpg

相似文献

1
Triglyceride-glucose index linked to all-cause mortality in critically ill patients: a cohort of 3026 patients.甘油三酯-葡萄糖指数与危重症患者全因死亡率相关:一项纳入 3026 例患者的队列研究。
Cardiovasc Diabetol. 2022 Jul 8;21(1):128. doi: 10.1186/s12933-022-01563-z.
2
Independent effect of the triglyceride-glucose index on all-cause mortality in critically ill patients with chronic obstructive pulmonary disease and asthma: A retrospective cohort study.甘油三酯-葡萄糖指数对慢性阻塞性肺疾病和哮喘合并危重症患者全因死亡率的独立影响:一项回顾性队列研究。
Chron Respir Dis. 2024 Jan-Dec;21:14799731241245424. doi: 10.1177/14799731241245424.
3
Independent effects of the triglyceride-glucose index on all-cause mortality in critically ill patients with coronary heart disease: analysis of the MIMIC-III database.三酰甘油-葡萄糖指数对冠心病重症患者全因死亡率的独立影响:MIMIC-III 数据库分析。
Cardiovasc Diabetol. 2023 Jan 13;22(1):10. doi: 10.1186/s12933-023-01737-3.
4
A retrospective study utilized MIMIC-IV database to explore the potential association between triglyceride-glucose index and mortality in critically ill patients with sepsis.一项回顾性研究利用 MIMIC-IV 数据库探讨了甘油三酯-葡萄糖指数与脓毒症危重症患者死亡率之间的潜在关联。
Sci Rep. 2024 Oct 15;14(1):24081. doi: 10.1038/s41598-024-75050-8.
5
Long-term survival in stroke patients: insights into triglyceride-glucose body mass index from ICU data.中风患者的长期生存:从 ICU 数据看甘油三酯-葡萄糖体重指数。
Cardiovasc Diabetol. 2024 Apr 25;23(1):137. doi: 10.1186/s12933-024-02231-0.
6
Association of dynamic change of triglyceride-glucose index during hospital stay with all-cause mortality in critically ill patients: a retrospective cohort study from MIMIC IV2.0.住院期间甘油三酯-葡萄糖指数动态变化与危重症患者全因死亡率的关系:来自 MIMIC IV2.0 的回顾性队列研究。
Cardiovasc Diabetol. 2023 Jun 17;22(1):142. doi: 10.1186/s12933-023-01874-9.
7
Association between triglyceride-glucose index and all-cause mortality in critically ill patients with ischemic stroke: analysis of the MIMIC-IV database.甘油三酯-葡萄糖指数与缺血性脑卒中重症患者全因死亡率的关系:MIMIC-IV 数据库分析。
Cardiovasc Diabetol. 2023 Jun 13;22(1):138. doi: 10.1186/s12933-023-01864-x.
8
The association between triglyceride glucose-body mass index and all-cause mortality in critically ill patients with atrial fibrillation: a retrospective study from MIMIC-IV database.在 MIMIC-IV 数据库中,三酰甘油-葡萄糖-体重指数与房颤危重症患者全因死亡率的关系:一项回顾性研究。
Cardiovasc Diabetol. 2024 Feb 10;23(1):64. doi: 10.1186/s12933-024-02153-x.
9
Triglyceride-glucose index: a novel evaluation tool for all-cause mortality in critically ill hemorrhagic stroke patients-a retrospective analysis of the MIMIC-IV database.甘油三酯-葡萄糖指数:一种评估危重症出血性脑卒中患者全因死亡率的新工具——对 MIMIC-IV 数据库的回顾性分析。
Cardiovasc Diabetol. 2024 Mar 18;23(1):100. doi: 10.1186/s12933-024-02193-3.
10
Elevated Triglyceride-Glucose (TyG) Index Predicts Poor Clinical Outcomes in Critically Ill AECOPD Patients: A Retrospective Study.甘油三酯-葡萄糖(TyG)指数升高预测 AECOPD 危重症患者临床结局不良:一项回顾性研究。
Int J Chron Obstruct Pulmon Dis. 2024 Oct 1;19:2217-2228. doi: 10.2147/COPD.S477268. eCollection 2024.

引用本文的文献

1
TyG Index and Related Indices Predicting Hypertension: Mediation by Neutrophil-to-Lymphocyte Ratio in Multiple Chinese Cohorts.甘油三酯与血糖指数及相关指标预测高血压:多个中国队列中中性粒细胞与淋巴细胞比值的中介作用
Nutrients. 2025 Sep 3;17(17):2859. doi: 10.3390/nu17172859.
2
Emergency risk stratification using the TyG index: a multi-center cohort study on nonlinear association with 28-day mortality among critically ill patients transferred from the ED to the ICU.使用TyG指数进行急诊风险分层:一项关于从急诊科转入重症监护病房的危重症患者28天死亡率的非线性关联的多中心队列研究。
Front Med (Lausanne). 2025 Jul 30;12:1605843. doi: 10.3389/fmed.2025.1605843. eCollection 2025.
3

本文引用的文献

1
Prognostic value of triglyceride glucose (TyG) index in patients with acute decompensated heart failure.三酰甘油-葡萄糖(TyG)指数对急性失代偿性心力衰竭患者的预后价值。
Cardiovasc Diabetol. 2022 May 31;21(1):88. doi: 10.1186/s12933-022-01507-7.
2
Triglyceride-glucose index as a marker in cardiovascular diseases: landscape and limitations.甘油三酯-葡萄糖指数作为心血管疾病的标志物:现状与局限性。
Cardiovasc Diabetol. 2022 May 6;21(1):68. doi: 10.1186/s12933-022-01511-x.
3
A Retrospective Study of the Relationship Between the Triglyceride Glucose Index and Myocardial Revascularization for New-Onset Acute Coronary Syndromes.
A meta-analysis of the prognostic value of the TyG index in heart failure.
TyG指数在心力衰竭中预后价值的荟萃分析。
Front Endocrinol (Lausanne). 2025 Jul 24;16:1463647. doi: 10.3389/fendo.2025.1463647. eCollection 2025.
4
Association between changes in the triglyceride glucose-body roundness Index and cardiovascular disease risk in middle-aged and elderly Chinese adults: a nationwide longitudinal study from 2011 to 2015.甘油三酯-血糖-身体圆度指数变化与中国中老年成年人心血管疾病风险的关联:一项2011年至2015年的全国性纵向研究
Front Nutr. 2025 Jul 11;12:1560617. doi: 10.3389/fnut.2025.1599601. eCollection 2025.
5
Association between modified triglyceride glucose indices and stroke risk in middle-aged and older Chinese adults: a prospective cohort study.中国中老年人群改良甘油三酯葡萄糖指数与卒中风险的关联:一项前瞻性队列研究
Cardiovasc Diabetol. 2025 Jul 10;24(1):274. doi: 10.1186/s12933-025-02827-0.
6
Association of triglyceride glucose index with sepsis risk after major abdominal surgery: A retrospective cohort study.甘油三酯葡萄糖指数与腹部大手术后脓毒症风险的关联:一项回顾性队列研究。
Pak J Med Sci. 2025 Jun;41(6):1734-1742. doi: 10.12669/pjms.41.6.12187.
7
Nonlinear association between triglyceride-glucose index and 28-day mortality in intensive care units: a multi-center retrospective cohort study.甘油三酯-葡萄糖指数与重症监护病房28天死亡率之间的非线性关联:一项多中心回顾性队列研究
Front Endocrinol (Lausanne). 2025 Apr 29;16:1545478. doi: 10.3389/fendo.2025.1545478. eCollection 2025.
8
Association between the TyG index and the risk of in-hospital mortality from early sepsis-related acute kidney injury in critically ill patients: a secondary analysis of MIMIC-IV 2008-2022.TyG指数与危重症患者早期脓毒症相关急性肾损伤院内死亡风险的关联:MIMIC-IV 2008 - 2022的二次分析
BMJ Open. 2025 May 7;15(5):e099529. doi: 10.1136/bmjopen-2025-099529.
9
The association between triglyceride glucose-body mass index and mortality in critically ill patients with respiratory failure: insights from ICU data.甘油三酯-葡萄糖-体重指数与呼吸衰竭重症患者死亡率之间的关联:来自重症监护病房数据的见解
Sci Rep. 2025 May 9;15(1):16153. doi: 10.1038/s41598-025-00254-5.
10
The relationship and differences in the triglyceride-glucose index and all-cause mortality in patients with coronary heart disease combined with cerebrovascular and other comorbidities: an analysis of the MIMIC-IV database.冠心病合并脑血管病及其他合并症患者甘油三酯-葡萄糖指数与全因死亡率的关系及差异:MIMIC-IV数据库分析
Front Cardiovasc Med. 2025 Apr 9;12:1572709. doi: 10.3389/fcvm.2025.1572709. eCollection 2025.
甘油三酯葡萄糖指数与新发急性冠状动脉综合征心肌血运重建关系的回顾性研究
Front Cardiovasc Med. 2022 Mar 24;9:862252. doi: 10.3389/fcvm.2022.862252. eCollection 2022.
4
Evaluation of the long-term prognostic ability of triglyceride-glucose index for elderly acute coronary syndrome patients: a cohort study.评价三酰甘油-葡萄糖指数对老年急性冠状动脉综合征患者的长期预后能力:一项队列研究。
Cardiovasc Diabetol. 2022 Jan 6;21(1):3. doi: 10.1186/s12933-021-01443-y.
5
Effectiveness of LODS, OASIS, and SAPS II to predict in-hospital mortality for intensive care patients with ST elevation myocardial infarction.LODS、OASIS 和 SAPS II 预测 ST 段抬高型心肌梗死重症监护患者院内死亡率的有效性。
Sci Rep. 2021 Dec 13;11(1):23887. doi: 10.1038/s41598-021-03397-3.
6
Comparison of various insulin resistance surrogates on prognostic prediction and stratification following percutaneous coronary intervention in patients with and without type 2 diabetes mellitus.比较 2 型糖尿病患者与非 2 型糖尿病患者经皮冠状动脉介入治疗后不同胰岛素抵抗替代指标对预后预测和分层的作用。
Cardiovasc Diabetol. 2021 Sep 18;20(1):190. doi: 10.1186/s12933-021-01383-7.
7
Triglyceride-glucose index in the development of peripheral artery disease: findings from the Atherosclerosis Risk in Communities (ARIC) Study.甘油三酯-葡萄糖指数与外周动脉疾病的发展:来自动脉粥样硬化风险社区(ARIC)研究的结果。
Cardiovasc Diabetol. 2021 Jun 24;20(1):126. doi: 10.1186/s12933-021-01319-1.
8
Increased insulin resistance in intensive care: longitudinal retrospective analysis of glycaemic control patients in a New Zealand ICU.重症监护中胰岛素抵抗增加:新西兰一家重症监护病房血糖控制患者的纵向回顾性分析
Ther Adv Endocrinol Metab. 2021 May 31;12:20420188211012144. doi: 10.1177/20420188211012144. eCollection 2021.
9
Estimating Enhanced Endogenous Glucose Production in Intensive Care Unit Patients with Severe Insulin Resistance.估算重症胰岛素抵抗 ICU 患者增强的内源性葡萄糖生成。
J Diabetes Sci Technol. 2022 Sep;16(5):1208-1219. doi: 10.1177/19322968211018260. Epub 2021 Jun 2.
10
The association between four scoring systems and 30-day mortality among intensive care patients with sepsis: a cohort study.四种评分系统与脓毒症重症监护患者 30 天死亡率的相关性:一项队列研究。
Sci Rep. 2021 May 27;11(1):11214. doi: 10.1038/s41598-021-90806-2.