ArticleFrontiers in neurology2024
Relationship between sodium level and in-hospital mortality in traumatic brain injury patients of MIMIC IV database.
Article in Frontiers in neurology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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7 citing papers in PubMed.
- Etiology and Outcomes of Hypernatremia in a Tertiary Pediatric Intensive Care Unit: The Role of Disease Severity.Children (Basel, Switzerland) · 2026Article
- Real-time monitoring of in-hospital mortality risk in intensive care units heart failure patients using an extreme gradient boosting model.Journal of geriatric cardiology : JGC · 2026Article
- Influence of early temperature trajectories on clinical outcomes in traumatic brain injury: a multicenter validation study using machine learning.European journal of medical research · 2025Article
- Dynamic sodium dysregulation predicts mortality in intracerebral hemorrhage: A retrospective cohort study of temporal variability and absolute thresholds.Neurosurgical review · 2025Article
- The U-shaped relationship between serum osmolality and in-hospital mortality in patients with traumatic brain injury: a retrospective study based on the MIMIC-IV database.European journal of medical research · 2025Article
- Fluid and Electrolyte Disorders in Traumatic Brain Injury: Clinical Implications and Management Strategies.Journal of clinical medicine · 2025Review
- Association between serum calcium and in-hospital mortality in critically ill atrial fibrillation patients from the MIMIC IV database.Scientific reports · 2024Article
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6 authors.
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Abstract
Background: An association between prognosis and high sodium levels in Traumatic Brain Injury (TBI) patients in Intensive Care Units (ICUs) has been noted, but limited research exists on the ideal sodium level in these patients or the impact on early mortality, using the MIMIC-IV database. Methods: A retrospective survey was conducted on TBI patients from the MIMIC-IV database. Patients were divided into two categories based on their highest serum sodium level within 24 h of admission exceeding 145 mmol/L: those with hypernatremia, and those with moderate-to-low sodium levels. Collected covariates encompasses demographic, clinical, laboratory, and intervention variables. A multivariate logistic regression model was implemented to forecast in-hospital mortality. Results: The study included 1749 TBI patients, with 209 (11.5%) experiencing in-hospital deaths. A non-linear test exposed an L-shaped correlation between sodium level and in-hospital mortality, with mortality rates increasing after a turning point at 144.1 mmol/L. Compared to the moderate-to-low group's 9.3% mortality rate, the hypernatremia group had a significantly higher mortality rate of 25.3% (crude odds ratio = 3.32, 95% confidence interval: 2.37 ~ 4.64, Conclusion: The study reveals an L-shaped relationship between sodium levels and in-hospital deaths, with a pivotal point at 144.1 mmol/L. TBI patients displaying hypernatremia were independently linked to higher in-hospital mortality, underlining the need for further studies into targeted management of sodium levels in these patients.
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