Clinical Nephrology, Volume 105 (2026) - June (399 - 413)

Stress hyperglycemia ratio emerges as a novel independent predictor of acute kidney injury among critically ill patients with acute heart failure: A retrospective analysis of the MIMIC-IV database

Keran Xie1, Siqi Gao1, Xinran Liu3, Aibin Cheng2, Runhao Liang3, Jianjun Wang2, Jianmin Li2, Junjie Liu1,2
1 College of Clinical Medicine, North China University of Science and Technology, 2 Department of Critical Care Medicine, the Affiliated Hospital of North China University of Science and Technology, and 3 School of Basic Medical Sciences, North China University of Science and Technology, Tangshan, China

   

 

DOI 10.5414/CN111989

Abstract

Background: Acute kidney injury (AKI) frequently complicates acute heart failure (AHF), predicting worse outcomes. Early risk identification is crucial. The stress hyperglycemia ratio (SHR), reflecting acute dysglycemia, may predict AKI, but its utility in AHF remains unestablished.
Materials and methods: We analyzed 1,241 AHF patients stratified by SHR. Associations with outcomes were assessed using logistic and Cox regression. The relationship between continuous SHR and AKI development was evaluated with restricted cubic splines (RCS). The primary endpoint was incident AKI during hospitalization.
Results: AKI occurred in 79.7% of patients. After multivariable adjustment, SHR demonstrated a linear association with AKI risk. For 28-day mortality, the relationship with SHR was U-shaped, with an inflection point at 0.841. An SHR > 0.841 was associated with significantly increased mortality (OR = 2.086; 95% CI: 1.368 – 3.182). An elevated SHR was consistently associated with higher AKI risk across all patient subgroups, with an overall adjusted OR of 1.60 (95% CI: 1.15 – 2.22).
Conclusion: The study demonstrates a linear association between the SHR and AKI, in contrast to a U-shaped relationship with 28-day in-hospital mortality among AHF patients. An SHR of 0.841 represents a critical threshold for evaluating in-hospital mortality risk.

Author Details

Authors

Departments

  • 1 College of Clinical Medicine, North China University of Science and Technology,
  • 2 Department of Critical Care Medicine, the Affiliated Hospital of North China University of Science and Technology, and
  • 3 School of Basic Medical Sciences, North China University of Science and Technology, Tangshan, China

Address

Junjie Liu, MD
Department of Critical Care Medicine
College of Clinical Medicine
North China University of Science and Technology
Tangshan, 063099, China
Email: [email protected]

Citation

Keran Xie, Siqi Gao, Xinran Liu, Aibin Cheng, Runhao Liang, Jianjun Wang, Jianmin Li, Junjie Liu.Stress hyperglycemia ratio emerges as a novel independent predictor of acute kidney injury among critically ill patients with acute heart failure: A retrospective analysis of the MIMIC-IV database
. Clin Nephrol. 2026; 105: 399-413. doi: 10.5414/CN111989. Pubmed: https://pubmed.ncbi.nlm.nih.gov/41879485/; PMID: 41879485.

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