Evidence map›Paper›PMID 41079204›Full record

ArticleFrontiers in endocrinology2025

U-shaped association between triglyceride-glucose index and acute kidney injury in critically ill children with cardiac diseases.

Jiaxing Du, Keze Ma, Zhiwei Ye, Juanli Song, Sujun Chen, Zhenlin Xiong, Weinan Zheng, Meifei Li, Huiyi Yu, Fen Zhang

Abstract read
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Article in Frontiers in endocrinology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Jiaxing DuPediatric Intensive Care Unit, Dongguan Eighth People's Hospital (Dongguan Children's Hospital), Dongguan, Guangdong, China.
Keze MaPediatric Intensive Care Unit, Dongguan Eighth People's Hospital (Dongguan Children's Hospital), Dongguan, Guangdong, China.
Zhiwei YeNursing Department, Dongguan Eighth People's Hospital (Dongguan Children's Hospital), Dongguan, Guangdong, China.
Juanli SongPediatric Intensive Care Unit, Dongguan Eighth People's Hospital (Dongguan Children's Hospital), Dongguan, Guangdong, China.
Sujun ChenPediatric Intensive Care Unit, Dongguan Eighth People's Hospital (Dongguan Children's Hospital), Dongguan, Guangdong, China.
Zhenlin XiongDepartment of Surgery, Dongguan Eighth People's Hospital (Dongguan Children's Hospital), Dongguan, Guangdong, China.
Weinan ZhengPediatric Intensive Care Unit, Dongguan Eighth People's Hospital (Dongguan Children's Hospital), Dongguan, Guangdong, China.
Meifei LiNursing Department, Dongguan Eighth People's Hospital (Dongguan Children's Hospital), Dongguan, Guangdong, China.
Huiyi YuPediatric Intensive Care Unit, Dongguan Eighth People's Hospital (Dongguan Children's Hospital), Dongguan, Guangdong, China.
Fen ZhangDepartment of Neurology, Dongguan Eighth People's Hospital (Dongguan Children's Hospital), Dongguan, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The triglyceride-glucose (TyG) index, a surrogate of insulin resistance (IR), has been linked to acute kidney injury (AKI) in adults, but its relevance in critically ill children with cardiac disease is unclear. This study aimed to examine this relationship in this vulnerable population. Methods: This retrospective analysis drew on data from the Pediatric Intensive Care (PIC) database, comprising 2298 critically ill children treated in the Cardiac Intensive Care Unit (CICU) between 2010 and 2019. The primary outcome was the AKI incidence, whereas secondary outcome focused on the occurrence of severe AKI. Restricted cubic splines (RCS) assessed nonlinearity. Multivariate two-segment Cox regression analyses estimated hazard ratios (HRs) across TyG segments after adjustment for confounders. Subgroup analyses evaluated effect modification across clinical strata. Results: Among 2,298 CICU pediatric patients (48.7% male), 15.6% developed AKI. A U-shaped relationship between the TyG index and AKI was identified using RCS. Specifically, When the TyG index was below 8.602, an inverse relationship was observed with the primary outcome (HR 0.69, 95% CI 0.48-0.98). Conversely, values at or above 8.602 were positively associated with the AKI incidence (HR 1.63, 95% CI 1.15-2.31). Similarly, for the secondary outcome, the inflection was at TyG 8.757: <8.757, HR 0.53 (0.28-0.99); ≥8.757, HR 2.75 (1.18-6.42). Subgroup and sensitivity analyses reinforced the robustness of these findings. Conclusions: The TyG index showed a nonlinear, U-shaped association with AKI in critically ill children with cardiac disease, with inflection points around 8.602 (AKI) and 8.757 (severe AKI). These findings suggest that TyG may support bedside risk stratification in this population.

Indexed as

Acute Kidney InjuryBlood GlucoseHeart DiseasesTriglyceridesAdolescentChildChild, PreschoolCritical IllnessFemaleHumansIncidenceInfantInsulin ResistanceIntensive Care Units, PediatricMaleRetrospective StudiesBlood GlucoseTriglyceridesAKI incidencecardiac diseasechildrencritically illinsulin resistancePIC databaseTyG index

Identifiers

PMID41079204
PMCPMC12507589

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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.