Improvement rate of patients with severe brain injury during post-acute intensive rehabilitation.
Rita FormisanoMarianna ContradaMarta AloisiMaria Gabriella BuzziPaola CicinelliCecilia Della VedovaLetizia LaurenzaMaria MatteisFrancesca SpaneddaVincenzo VinicolaMarco IosaPublished in: Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology (2017)
Patients with severe acquired brain injury (SABI) may evolve towards different outcomes. The primary aim was to evaluate the clinical evolution of a large population of patients with SABI admitted to post-acute rehabilitation from 2001 to 2016, diagnosed with severe brain injury (GCS ≤ 8) in the acute phase and a coma duration of at least 24 h. The possible changes between the admission time to a post-acute rehabilitation hospital and the discharge time were measured by means of Glasgow Outcome Scale (GOS), Level of Cognitive Functioning (LCF), and Disability Rating Scale (DRS). We also correlated the improvement rate with some sociodemographic and clinical features of the individuals with SABI enrolled. Data of 890 patients were analyzed (54% TBI, length of stay = 162 ± 186 days, GCS = 7.46 ± 1.28); time interval from the SABI (OR = 0.246, CI 95% = 0.181 - 0.333), scores at admission of LCF (OR = 2.243, CI 95% = 1.492 - 3.73), GOS (OR = 0.138, CI 95% = 0.071 - 0.266), DRS (OR = 0.457, CI 95% = 0.330 - 0.632), and etiology (OR = 2.273, CI 95% = 1.676 - 3.084) played a significant role (p < 0.001, explained variance 69.9%) for improving GOS score. Time interval from the SABI to admission in our post-acute rehabilitation ward (OR = 0.300, CI 95% = 0.179 - 0.501, p < 0.001), length of rehabilitation stay (OR = 2.808, CI 95% = 1.694 - 4.653, p < 0.001), and etiology (OR = 1.769, CI 95% = 1.095 - 2.857, p = 0.020) led to a statistically significant improvement in DRS (explained variance 91%). The most significant predictive factors for the outcome of patients with SABI were etiology, time interval from SABI to admission in rehabilitation, and length of rehabilitation stay.
Keyphrases
- brain injury
- subarachnoid hemorrhage
- liver failure
- drug induced
- emergency department
- respiratory failure
- cerebral ischemia
- end stage renal disease
- early onset
- multiple sclerosis
- aortic dissection
- chronic kidney disease
- type diabetes
- newly diagnosed
- ejection fraction
- traumatic brain injury
- machine learning
- deep learning
- electronic health record
- metabolic syndrome
- intensive care unit
- adipose tissue
- peritoneal dialysis
- patient reported
- glycemic control