Association between triglyceride-glucose index and myocardial injury in patients with heat stroke: an observational, retrospective study

Heat stroke (HS) can lead to myocardial injury (MI), a critical factor affecting patient prognosis. The triglyceride-glucose (TyG) index, a surrogate marker for insulin resistance, has been associated with MI in patients with ischemic stroke and diabetes. However, its relationship with MI in HS patients remains unclear. This study aimed to explore the correlation between the TyG index and MI in HS patients. Clinical data from HS patients admitted to the emergency department of West China Hospital, Sichuan University, between July 1, 2022, and September 30, 2023, were retrospectively analyzed. Patients were divided into MI and non-MI groups based on the presence of MI. MI was defined as cardiac troponin ≥ 1.5 ng/mL. Multivariate logistic regression evaluated the association between the TyG index at admission and MI. A restricted cubic spline (modeled with four knots) was used to assess the dose-response relationship between the TyG index and MI. The study included 169 HS patients (mean age: 55 years; 85 [50.3%] male), of whom 63 (32.7%) developed MI. After adjusting for confounders, multivariate logistic regression revealed a nonlinear association between the TyG index and MI risk. Restricted cubic spline analysis revealed a non-linear relationship between the TyG index and MI risk, with a decreasing trend observed for TyG values ≤ 8.897, followed by a marked increase in risk for values ≥ 8.966. Female patients and those in specific age groups (18-44 and 75-89 years) exhibited higher risk of MI. This study identifies a U-shaped relationship between the TyG index and MI in HS patients, highlighting the TyG index's potential indicator value and underscoring the importance of gender and age in risk assessment.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2025-10-03
DOI
https://doi.org/10.1038/s41598-025-18128-1
Citations
1
Primary Topic
Thermoregulation and physiological responses
Type
article
Field-Weighted Citation Impact
1.16

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Association between triglyceride-glucose index and myocardial injury in patients with heat stroke: an observational, retrospective study

T. Zhang, Hongguang Gao, Guo Tang, Tao Cheng et al.
1 citations
Scientific Reports
Thermoregulation and physiological responses
1.16
article

Association between triglyceride-glucose index and myocardial injury in patients with heat stroke: an observational, retrospective study

T. Zhang, Hongguang Gao, Guo Tang, Tao Cheng, Ying Yang, Wei Wei, Rong Yao
article en
1 citations

Abstract

Heat stroke (HS) can lead to myocardial injury (MI), a critical factor affecting patient prognosis. The triglyceride-glucose (TyG) index, a surrogate marker for insulin resistance, has been associated with MI in patients with ischemic stroke and diabetes. However, its relationship with MI in HS patients remains unclear. This study aimed to explore the correlation between the TyG index and MI in HS patients. Clinical data from HS patients admitted to the emergency department of West China Hospital, Sichuan University, between July 1, 2022, and September 30, 2023, were retrospectively analyzed. Patients were divided into MI and non-MI groups based on the presence of MI. MI was defined as cardiac troponin ≥ 1.5 ng/mL. Multivariate logistic regression evaluated the association between the TyG index at admission and MI. A restricted cubic spline (modeled with four knots) was used to assess the dose-response relationship between the TyG index and MI. The study included 169 HS patients (mean age: 55 years; 85 [50.3%] male), of whom 63 (32.7%) developed MI. After adjusting for confounders, multivariate logistic regression revealed a nonlinear association between the TyG index and MI risk. Restricted cubic spline analysis revealed a non-linear relationship between the TyG index and MI risk, with a decreasing trend observed for TyG values ≤ 8.897, followed by a marked increase in risk for values ≥ 8.966. Female patients and those in specific age groups (18-44 and 75-89 years) exhibited higher risk of MI. This study identifies a U-shaped relationship between the TyG index and MI in HS patients, highlighting the TyG index's potential indicator value and underscoring the importance of gender and age in risk assessment.

Scientific ReportsVol. 15(1)
Sichuan University (CN), West China Hospital of Sichuan University (CN)
National Natural Science Foundation of China, Peking Union Medical College Hospital, Peking Union Medical College, Natural Science Foundation of Sichuan Province
Openalex Percentile: Top 17%
Thermoregulation and physiological responses
1.16
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.