Evidence map›Paper›PMID 39753656›Full record

ArticleScientific reports2025

Association between the triglyceride glucose index and acute kidney injury following traumatic brain injury.

Rujun Pan, Shaojie Li, Baofang Wu, Jiayin Wang, Shanglu Lin, Longjie Chen, De Wei, Hongzhi Gao

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  3. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Rujun Pan *Department of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China.
Shaojie Li *Department of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China.
Baofang Wu *Department of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China.
Jiayin WangDepartment of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China.
Shanglu LinDepartment of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China.
Longjie ChenDepartment of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China.
De WeiDepartment of Neurosurgery, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, 350001, China. weidele@fjmu.edu.cn.
Hongzhi GaoDepartment of Neurosurgery, The Second Affiliated Clinical Medical College of Fujian, Medical University, Quanzhou, 362000, China. gaohongzhi@fjmu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Acute kidney injury (AKI) is associated with adverse hospitalization. Previous studies have reported that an elevated triglyceride glucose (TyG) index is significantly associated with the development of AKI in patients with cardiovascular disease, as well as in those undergoing surgery; however, the potential of the TyG index to predict AKI following neurotrauma remains unclear. Patients diagnosed with traumatic brain injury (TBI) in Chinese tertiary hospitals between January 2014 and December 2023 were included in this retrospective study. The outcome was the incidence of AKI. TyG was identified as an independent risk factor for AKI using logistic regression and propensity score matching (PSM). Finally, the association between TyG index and AKI was further assessed using multivariate logistic regression, restricted cubic spline (RCS) regression, and subgroup analysis. The present study enrolled 1,505 patients with TBI, of whom 66.45% were male, with an average age of 55.47 ± 17.32 years. The incidence of AKI was 9.4%. Multiple logistic regression analyses identified a relationship between the TyG levels and AKI risk. This relationship was retained after PSM. A significant positive correlation between TyG level and AKI was observed in all three models constructed using multivariate logistic regression. RCS regression analyses further indicated a linear increase in AKI risk with an increasing TyG index. In subgroup analyses, this correlation remained stable for the majority of the population but could be influenced by sex. TyG levels were positively correlated with the risk of AKI development in patients following TBI. As a predictive biomarker, the TyG index enables effective risk stratification and customization of management protocols to mitigate AKI in these patients, thus enhancing clinical outcomes.

Indexed as

Acute Kidney InjuryBlood GlucoseBrain Injuries, TraumaticTriglyceridesAdultAgedChinaFemaleHumansIncidenceMaleMiddle AgedRetrospective StudiesRisk FactorsBlood GlucoseTriglyceridesAcute kidney injuryGender differencesInsulin resistancePropensity score matchingTraumatic brain injuryTriglyceride glucose index

Identifiers

PMID39753656
PMCPMC11698734

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.