Evidence map›Paper›PMID 39763061›Full record

ArticleRenal failure2025

Investigation of the connection between triglyceride-glucose (TyG) index and the risk of acute kidney injury in septic patients - a retrospective analysis utilizing the MIMIC-IV database.

Pirun Zhang, Wenli Zhang, Yan Han, Tong Yang, Jiayi Zhong, Han Yun, Lai Fang

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Article in Renal failure, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 2 of them syntheses that pooled it.

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8citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Pirun ZhangThe Second Institute of Clinical Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China.
Wenli ZhangQingdao Mental Health Center, Qingdao, Shandong Province, China.
Yan HanThe Second Institute of Clinical Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China.
Tong YangThe Second Institute of Clinical Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China.
Jiayi ZhongThe Second Institute of Clinical Medicine, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China.
Han YunThe Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China.
Lai FangThe Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The TyG index serves as a valuable tool for evaluating insulin resistance. An elevated TyG has shown a strong association with the occurrence of acute kidney injury (AKI). Nevertheless, existing literature does not address the relationship between the TyG index and acute kidney injury in patients with sepsis. Sepsis patients were identified from the MIMIC-IV database and categorized into four groups according to quadrilles of their TyG index values. The primary outcome of this study was the incidence of AKI. The relationship between the TyG index and the risk of AKI in septic patients was evaluated using Cox proportional hazards and restricted cubic spline models. Subgroup analyses were conducted to investigate the prognostic value of the TyG index in different subgroups. A total of 2,616 patients with sepsis (57% of whom were male) were included in this study. The incidence of AKI was found to be 78%. Cox proportional hazards analysis revealed a significant correlation between the TyG index and the occurrence of AKI in septic patients. Furthermore, a restricted cubic spline model revealed an approximately linear relationship between a higher TyG index and an elevated risk of AKI in septic patients. The trend of the hazard ratio (HR) remained consistent across various subgroups. These findings emphasize the reliability of the TyG index as an independent predictor for the occurrence of AKI and unfavorable renal outcomes in sepsis patients. Nevertheless, establishing a causal relationship between the two requires demonstration through larger prospective studies.

Indexed as

Acute Kidney InjuryBlood GlucoseSepsisTriglyceridesAgedDatabases, FactualFemaleHumansIncidenceInsulin ResistanceMaleMiddle AgedPrognosisProportional Hazards ModelsRetrospective StudiesRisk FactorsBlood GlucoseTriglyceridesacute kidney injuryinsulin resistanceMIMIC-IV databasesepsisTyG index

Identifiers

PMID39763061
PMCPMC11721622

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.