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ORIGINAL RESEARCH article
Front. Endocrinol.
Sec. Clinical Diabetes
Volume 15 - 2024 |
doi: 10.3389/fendo.2024.1462330
Association between SOFA score and risk of acute kidney injury in patients with diabetic ketoacidosis: An analysis of the MIMIC-IV database
Provisionally accepted- Xi'an Jiaotong University, Xi'an, China
Introduction: The Sequential Organ Failure Assessment (SOFA) score is a widely utilized clinical tool for evaluating the severity of organ failure in critically ill patients and assessing their condition and prognosis in the intensive care unit (ICU). Research has demonstrated that higher SOFA scores are associated with poorer outcomes in these patients. However, the predictive value of the SOFA score for acute kidney injury (AKI), a common complication of diabetic ketoacidosis (DKA), remains uncertain. Therefore, this study aims to investigate the relationship between SOFA scores and the incidence of AKI in patients with DKA. Methods: The study population was divided into two groups based on the median SOFA score (Q1: SOFA ≤3; Q2: SOFA >3). The primary endpoint was the incidence of AKI in patients with DKA. Secondary endpoints included renal replacement therapy (RRT) utilization and in-hospital mortality. Kaplan-Meier survival analysis, 2 Cox proportional hazards models, and logistic regression models were employed to assess the association between SOFA and therisk of AKI in patients with DKA.Results: Overall, 626 patients with DKA were included in this study, of which 335 (53%) were male. Kaplan-Meier survival analysis included that patients with higher SOFA scores experienced significantly increased cumulative incidences of AKI, higher rates of RRT utilization, and elevated in-hospital mortality. Furthermore, after adjusting for confounding factors, logistic regression and Cox proportional hazards analyses confirmed that SOFA scores remained significantly associated with the incidence of AKI in patients with DKA.Conclusions: Our study indicates that a high SOFA score is an independent risk predictor for the occurrence of AKI, the utilization of RRT, and in-hospital mortality in patients with DKA. The sofa score can be utilized as a biomarker to assess the risk of AKI in this patient population.Diabetic ketoacidosis (DKA) is a common medical emergency in patients with diabetes, predominantly affecting those with uncontrolled type 1 diabetes mellitus (T1DM), but it can also occur in poorly managed type 2 diabetes mellitus (T2DM) due to certain medications. Various factors, such as infections, often act as triggers for DKA (Dhatariya, et al., 2020).
Keywords: SOFA, Diabetic Ketoacidosis, Acute Kidney Injury, MIMIC-IV database, ICU - Intensive care unit
Received: 14 Jul 2024; Accepted: 04 Dec 2024.
Copyright: © 2024 Hua, Ding, Jing, Xie, Wu, Wu and Lan. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Yue Wu, Xi'an Jiaotong University, Xi'an, China
Beidi Lan, Xi'an Jiaotong University, Xi'an, China
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