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甘油三酯-葡萄糖指数与高血压危重症患者急性肾损伤风险的关系:MIMIC-IV 数据库分析。

Association between the triglyceride glucose index and the risk of acute kidney injury in critically ill patients with hypertension: analysis of the MIMIC-IV database.

机构信息

Department of Endocrinology, Yiwu Traditional Chinese Medicine Hospital, Yiwu, Zhejiang, China.

Department of Cardiology, Yiwu Central Hospital, Yiwu, Zhejiang, China.

出版信息

Front Endocrinol (Lausanne). 2024 Jul 12;15:1437709. doi: 10.3389/fendo.2024.1437709. eCollection 2024.

Abstract

BACKGROUND

The triglyceride glucose (TyG) index, a metric computed from the levels of fasting triglyceride (TG) and fasting plasma glucose (FPG), has emerged as a simple surrogate measure for insulin resistance (IR) in recent years. In multiple critical care scenarios, such as contrast-induced acute kidney injury (AKI) and cardiorenal syndrome, a high TyG index levels shows a notable correlation with AKI incidence. However, its predictive value for AKI in critically ill hypertensive patients remains uncertain.

METHODS

Participants were selected from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database and divided into quartiles based on the TyG index. The primary focus of the study was to investigate the risk of acute kidney injury (AKI), with in-hospital mortality as a secondary endpoint, assessed among all study subjects as well as specifically among AKI patients. The use of renal replacement therapy (RRT), indicative of AKI progression, was also considered a secondary endpoint reflecting renal outcomes. To explore the correlation between the TyG index and AKI risk in critically ill hypertensive patients, the study employed a restricted cubic splines model and Cox proportional hazards (CPH) models. Additionally, Kaplan-Meier survival analysis was utilized to assess differences in primary and secondary outcomes across groups categorized by their TyG index. Analyses were conducted to ensure the consistency of the predictive capability of TyG index across various subgroups.

RESULTS

Our study included 4,418 participants, with 57% being male patients. AKI occurred in 56.1% of cases. Through the CPH analysis, we identified a significant association between the TyG index and AKI occurrence in critically ill hypertensive patients. With the help of a restricted cubic splines model, we observed a direct relationship between an elevated TyG index and an increased AKI. Subgroup examinations consistently proved the predictive value of the TyG index across categories. Furthermore, Kaplan-Meier survival analysis revealed notable differences in RRT among AKI patients.

CONCLUSION

The findings underscore the importance of the TyG index as a reliable predictor for the occurrence of AKI and adverse renal outcomes among hypertensive patients in critical ill states. Nevertheless, validating causality mandates extensive prospective investigations.

摘要

背景

近年来,三酰甘油-葡萄糖(TyG)指数作为一种评估胰岛素抵抗(IR)的简单替代指标,已在多个重症监护场景中得到广泛应用,如对比剂诱导的急性肾损伤(AKI)和心肾综合征。在这些场景中,高 TyG 指数水平与 AKI 发生率显著相关。然而,其在危重症高血压患者中预测 AKI 的价值尚不确定。

方法

本研究从 Medical Information Mart for Intensive Care IV(MIMIC-IV)数据库中筛选出参与者,并根据 TyG 指数将其分为四组。研究的主要焦点是探讨急性肾损伤(AKI)的风险,以院内死亡率作为次要终点,同时评估所有研究对象和 AKI 患者的风险。此外,使用肾脏替代治疗(RRT)作为 AKI 进展的指标,也是评估肾脏结局的次要终点。为了探讨 TyG 指数与危重症高血压患者 AKI 风险之间的相关性,本研究采用了限制性立方样条模型和 Cox 比例风险(CPH)模型。此外,还使用 Kaplan-Meier 生存分析评估了按 TyG 指数分组的患者在主要和次要结局方面的差异。分析结果确保了 TyG 指数在各个亚组中的预测能力的一致性。

结果

本研究共纳入了 4418 名参与者,其中 57%为男性患者。56.1%的患者发生了 AKI。通过 CPH 分析,我们发现 TyG 指数与危重症高血压患者 AKI 的发生显著相关。通过限制性立方样条模型,我们观察到 TyG 指数与 AKI 之间呈直接关系。亚组检查结果一致证明了 TyG 指数在各个分类中的预测价值。此外,Kaplan-Meier 生存分析表明,在 AKI 患者中,RRT 的使用存在显著差异。

结论

这些发现强调了 TyG 指数作为预测危重症高血压患者 AKI 发生和不良肾脏结局的可靠指标的重要性。然而,要验证因果关系还需要进行广泛的前瞻性研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a65b/11272463/a8e8ed86505b/fendo-15-1437709-g001.jpg

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