重症患者甘油三酯-葡萄糖指数和心率与 28 天全因死亡率的相关性:MIMIC-IV 数据库分析。

IF 3.9 2区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Lipids in Health and Disease Pub Date : 2024-11-21 DOI:10.1186/s12944-024-02358-9
Yuekai Shao, Zhikun Gan, Taishan Wang, Zhiqiang Shao, Hong Yu, Song Qin, Hong Mei, Tao Chen, Xiaoyun Fu, Guoyue Liu, Miao Chen
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引用次数: 0

摘要

背景:研究发现甘油三酯-葡萄糖指数(TyG-i)与重症患者的死亡风险之间存在联系。然而,TyG-i 是否会通过影响心率(HR)来影响死亡率仍不确定:本研究从重症监护医学信息市场(MIMIC-IV)数据库中选取了3509名重症患者,这些患者在进入重症监护室时都有甘油三酯、血糖和心率数据。应用 Cox 回归模型估算了 TyG-i 和 HR 对 28 天全因死亡率 (ACM) 和 28 天院内死亡率 (IHM) 的影响。此外,还采用Kaplan-Meier(K-M)生存分析来探讨不同患者组之间的结果差异。通过线性回归分析探讨了TyG-i与心率、序贯器官衰竭评估(SOFA)评分和简化急性生理学评分(SAPS)II的关系。亚组分析探讨了患者特征之间潜在的相互作用,而敏感性分析则衡量了研究结果的稳健性。此外,还进行了中介分析,以评估心率升高是否是将 TyG-i 与 28 天 ACM 和 28 天 IHM 联系起来的中介因素:在28天的随访中,586例(16.7%)死于各种原因,439例(12.5%)在住院期间死亡。Cox结果显示,与TyG-i和HR降低者相比,TyG-i升高和HR升高者的28天ACM(危险比1.70,P值低于0.001)和28天IHM(危险比1.72,P值低于0.001)最高。K-M曲线显示,低TyG-i和低HR个体的28天ACM和28天IHM发生率最低。线性分析结果表明,TyG-i与心率(β=3.05,P值低于0.001)独立相关,TyG-i还与SOFA评分(β=0.39,P值低于0.001)和SAPS II(β=1.79,P值低于0.001)独立相关。亚组分析显示,在无高血压的参与者中,TyG-i升高与心率的交互作用与较高的28天死亡风险密切相关(交互作用P值低于0.05)。此外,HR介导了TyG-i与28天ACM之间29.5%的联系(P值=0.002),以及TyG-i与28天IHM之间20.4%的联系(P值=0.002):结论:对于重症患者,TyG-i与心率明显相关,两者水平的升高与更大的28天ACM和28天IHM风险密切相关,尤其是在无高血压的患者中。此外,心率升高介导了 TyG-i 与 28 天死亡率之间的联系。
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Correlation of the triglyceride-glucose index and heart rate with 28-day all-cause mortality in severely ill patients: analysis of the MIMIC-IV database.

Background: Research has identified a link between the triglyceride-glucose index (TyG-i) and the risk of mortality in severely ill patients. However, it remains uncertain if the TyG-i affects mortality by influencing heart rate (HR).

Methods: This study enrolled 3,509 severely ill participants from the Medical Information Mart for Intensive Care (MIMIC-IV) database who had triglyceride, glucose, and HR data upon entering the ICU. Cox regression models were applied to estimate the effect of the TyG-i and HR on 28-day all-cause mortality (ACM) and 28-day in-hospital mortality (IHM). Additionally, Kaplan-Meier (K-M) survival analysis was employed to explore outcome variations among different patient groups. The association of the TyG-i with HR, Sequential Organ Failure Assessment (SOFA) score, and Simplified Acute Physiology Score (SAPS) II was explored through linear regression analysis. Subgroup analysis explored potential interactions among patient characteristics, while sensitivity analysis gauged the robustness of the findings. Additionally, mediation analysis was conducted to assess whether elevated HR acts as an intermediary factor linking the TyG-i to both 28-day ACM and 28-day IHM.

Results: During the 28-day follow-up, 586 cases (16.7%) died from all causes, and 439 cases (12.5%) died during hospitalisation. Cox results showed that individuals with a heightened TyG-i and elevated HR had the highest 28-day ACM (Hazard Ratio 1.70, P-value below 0.001) and 28-day IHM (Hazard Ratio 1.72, P-value below 0.001) compared to those with a reduced TyG-i and HR. The K-M curves showed that individuals with low TyG-i and low HR had the lowest incidence of 28-day ACM and 28-day IHM. The linear analysis results evidenced that the TyG-i was independently connected to HR (beta = 3.05, P-value below 0.001), and the TyG-i was also independently associated with SOFA score (beta = 0.39, P-value below 0.001) and SAPS II (beta = 1.79, P-value below 0.001). Subgroup analysis revealed a significant association in participants without hypertension, the interaction of an elevated TyG-i and HR strongly correlated with a higher 28-day death risk (interaction P-value below 0.05). Furthermore, HR mediated 29.5% of the connection between the TyG-i and 28-day ACM (P-value = 0.002), as well as 20.4% of the connection between the TyG-i and 28-day IHM (P-value = 0.002).

Conclusion: For severely ill patients, the TyG-i is distinctly correlated with HR, and elevated levels of both are strongly connected to greater 28-day ACM and 28-day IHM risks, especially in patients without hypertension. Furthermore, elevated HR mediates the connection between the TyG-i and 28-day mortality.

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来源期刊
Lipids in Health and Disease
Lipids in Health and Disease 生物-生化与分子生物学
CiteScore
7.70
自引率
2.20%
发文量
122
审稿时长
3-8 weeks
期刊介绍: Lipids in Health and Disease is an open access, peer-reviewed, journal that publishes articles on all aspects of lipids: their biochemistry, pharmacology, toxicology, role in health and disease, and the synthesis of new lipid compounds. Lipids in Health and Disease is aimed at all scientists, health professionals and physicians interested in the area of lipids. Lipids are defined here in their broadest sense, to include: cholesterol, essential fatty acids, saturated fatty acids, phospholipids, inositol lipids, second messenger lipids, enzymes and synthetic machinery that is involved in the metabolism of various lipids in the cells and tissues, and also various aspects of lipid transport, etc. In addition, the journal also publishes research that investigates and defines the role of lipids in various physiological processes, pathology and disease. In particular, the journal aims to bridge the gap between the bench and the clinic by publishing articles that are particularly relevant to human diseases and the role of lipids in the management of various diseases.
期刊最新文献
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