Prediction of Initial CRP/Albumin Ratio on In-Hospital Mortality in Isolated Traumatic Brain Injury Patients.
Michaela FriedrichKristin HaferkornMarco SteinEberhard UhlMichael BenderPublished in: Biomedicines (2024)
The CRP/albumin ratio (CAR) is a mortality predictor in intensive care unit (ICU) patients. The aim of the current study was to investigate the ability of CAR to predict in-hospital mortality (IHM) in patients with isolated traumatic brain injury (iTBI). We performed a retrospective analysis including 200 patients with iTBI admitted to our neurosurgical intensive care unit (NICU) between September 2014 and December 2016. Serum biomarkers, demographic and radiological data, several ICU scores, and cardiopulmonary parameters were analyzed. The rate of IHM was 27.5% (55/200) and significantly associated with a higher AIS head score ( p < 0.0001), a lower albumin level ( p < 0.0001), and the necessity of a higher level of inspiratory oxygen fraction ( p = 0.002). Furthermore, advanced age (odds ratio [OR] = 0.953, 95% confidence interval [CI] = 0.927-0.981, p = 0.001), a lower GCS score (OR = 1.347, 95% CI = 1.203-1.509, p < 0.0001), a higher level of lactate (OR = 0.506, 95% CI = 0.353-0.725, p < 0.0001), a higher CAR (OR = 0.547, 95% CI = 0.316-0.945, p = 0.031) and a higher norepinephrine application rate (OR = 0.000, 95% CI 0.000-0.090, p = 0.016) were identified as independent predictors of IHM. ROC analysis showed an association between IHM and a CAR cut-off value of >0.38 (Youden index 0.073, sensitivity: 27.9, specificity: 64.8, p = 0.044). We could identify a CAR > 0.38 as a new independent predictor for IHM in patients with iTBI.
Keyphrases
- intensive care unit
- traumatic brain injury
- end stage renal disease
- ejection fraction
- mechanical ventilation
- type diabetes
- preterm infants
- risk factors
- coronary artery disease
- machine learning
- artificial intelligence
- patient reported
- acute respiratory distress syndrome
- optical coherence tomography
- data analysis
- electronic health record