Neurosurgical Intensive Care Unit Research Articles

Prevention of deep vein thrombosis in patients with aneurysmal subarachnoid hemorrhage: a best practice implementation project

IntroductionDeep vein thrombosis (DVT) is a common complication observed in aneurysmal subarachnoid hemorrhage (aSAH) patients, which significantly increases the survival risks and reduces the patient’s quality of life. However, preventive clinical measures for DVT have not been standardized; therefore, the scientific basis and effectiveness of these measures require further validation.ObjectiveThis study aims to employ evidence-based practices to effectively prevent the occurrence of DVT in aSAH patients.MethodsThis study was performed from June 2023 to March 2024 in the neurosurgical intensive care unit of a Grade III Class A general hospital in Nanchang, China. Furthermore, it was based on the healthcare model published by the Joanna Briggs Institute Library (JBI) in 2016, which emphasizes the use of previous evidence-based practices while considering appropriateness, feasibility, clinical significance, and validity. In this research study, 15 review indicators were developed, and baseline assessments on 47 nurses and 49 patients were conducted. Furthermore, factors promoting and obstructing implementation were analyzed, and targeted strategies to address these obstacles were formulated. Moreover, a follow-up audit was performed to identify best practices.ResultsThe baseline review results indicated that the incidence of DVT in aSAH patients was 16.3%. Furthermore, the implementation rates of six review indicators (1, 2, 4, 5, 8, 13) were all < 100.0%, with indicators 2, 5, and 8 indicating < 60.0% implementation rates. After the project implementation, a subsequent audit revealed that the best practice initiative yielded significant improvements compared to the baseline data. Moreover, the incidence of lower limb DVT in aSAH patients decreased from 16.3% before the evidence-based practices to 6.1% after their implementation. At the nursing level, the DVT prevention knowledge and practice questionnaire scores increased from 63.62 ± 11.48 to 74.77 ± 9.98 after the evidence-based practices (t = -5.03, p < .001). In addition, the implementation rates of the six review indicators improved to varying degrees after the implementation of evidence-based practices (p < .050).ConclusionsThis project implemented evidence-based practices and indicated a reduced incidence of lower limb DVT in patients with aSAH. Furthermore, this study improved the knowledge, provided evidence for DVT prevention for the neurosurgical ICU nurses, promoted the implementation rate of review indicators for DVT prevention, standardized the behavior of neurosurgical ICU nurses for preventing DVT in aSAH patients, and ensured the safety of patients.Trial registrationThis study has been registered at the EvidenceBased Nursing Center of Fudan University in China. Clinical trial number ER20230578.

Analysis of Factors and Clinical Outcomes of Planned Tracheal Extubation Failure in Neurosurgical Intensive Care Unit Patients.

BACKGROUND: Planned tracheal extubation failure is a common occurrence among patients in the neurosurgical intensive care unit (NICU) because of the complex nature of neurocritical injuries, and the failure could result in a poor prognosis. METHODS: We observed and recorded the patients with tracheal intubation in the NICU of a hospital in Shanghai from June 2021 to December 2022 and analyzed data from planned tracheal extubation, categorizing patients by success or failure, and compared outcomes between the two groups while investigating contributing factors. RESULTS: A total of 156 patients were included, 133 (85.3%) of whom were successfully extubated and 23 (14.7%) were not. The results of logistic regression analysis demonstrated that the Glasgow Coma Scale score before extubation (OR, 0.643; 95% CI, 0.444-0.931; P = .020) and the frequency of respiratory secretions suctioning before tracheal extubation (OR, 0.098; 95% CI, 0.027-0.354; P < .001) were independent risk factors for extubation failure. We also found that the extubation failure group experienced a significantly longer ICU stay and incurred higher hospitalization costs. CONCLUSIONS: Poor Glasgow Coma Scale scores and a high frequency of respiratory secretions suctioning before tracheal extubation were the main factors contributing to tracheal extubation failure in NICU patients. To avoid tracheal extubation failure and adverse outcomes, these two factors should be carefully assessed before tracheal extubation.

Postoperative fever and clinical outcomes after endoscopic surgery for spontaneous intracerebral hemorrhage: a retrospective database study

BackgroundSpontaneous intracerebral hemorrhage (SICH) is a severe stroke with high mortality and disability rates. Endoscopic surgery is an increasingly widely used minimally invasive method for the treatment of SICH. However, the impact of fever on patient outcomes remains unclear.MethodsWe retrospectively included patients aged 18 years or older with supratentorial SICH confirmed by CT, who underwent endoscopic hematoma evacuation within 48 h of symptom onset. The primary outcome was the modified Rankin Scale (mRS) score at 3 months. Secondary outcomes included hospital and neurosurgical intensive care unit (NSICU) stays, and perioperative complications. We analyzed the association between postoperative fever (highest temperature within 24 h after surgery) and these outcomes using multivariate analysis, generalized additive models, and segmented regression analysis.ResultsOf the 56 patients, 38 had favorable outcomes (mRS ≤ 3) and 18 had unfavorable outcomes (mRS > 3) at 3 months. A threshold effect at 38.2 °C was observed between postoperative body temperature and clinical outcomes. The mean age was 56 years (SD = 9) for the > 38.2 °C group and 58 years (SD = 8) for the ≤ 38.2 °C group, with a similar proportion of male patients (63% vs. 69%, P = 0.635). Patients with postoperative fever had larger hematoma volumes (65 vs. 56 mL; P = 0.008). Other characteristics were similar between the groups. Postoperative fever (> 38.2 °C) was independently associated with a 4.99-fold increased risk of unfavorable outcomes (95% CI = [1.13 to 25.90]; P = 0.040), which remained significant after excluding patients with postoperative complications (adjusted RR = 16.03, 95% CI = [1.69 to 417.24]; P = 0.033). The association was consistent across subgroups with different Glasgow Coma Scale scores, hematoma volumes, and intraventricular extension. Postoperative fever was also associated with longer NSICU stays (3.1 vs. 2.3 days; P = 0.023), longer hospital stays (17.2 vs. 13.6 days; P = 0.010), more residual hematoma, and greater edema volume. Different antipyretic therapies did not affect outcomes.ConclusionsThis study identifies a temperature threshold (38.2 °C) associated with poor outcomes in SICH patients undergoing endoscopic surgery. Further research is needed to mitigate postoperative fever and improve patient outcomes.

Integration of Palliative Care in Neurosurgical Critical Care : Insights from a Single-Center Perspective.

Palliative care is a specialized approach designed to enhance the quality of life for both patients and their families, offering patient-centered care through comprehensive assessment and care planning. However, the integration of palliative care within neuro-critical care settings has been relatively understudied. This descriptive study aims to identify the characteristics, palliative care needs, and outcomes of patients referred to palliative care services during admission to the neurosurgical intensive care unit (NS-ICU). A retrospective analysis of adults admitted to the NS-ICU at a referral hospital between December 2019 and December 2021 was conducted. The study focused on those referred to the inpatient palliative care team with diagnoses of non-traumatic brain hemorrhage, traumatic brain injury, or brain neoplasm. Excluded were patients who died before palliative care consultation or lacked sufficient information. The investigation assessed demographic and clinical characteristics at consultation, along with post-consultation hospital outcomes derived from medical records and interview notes. In this study involving 38 enrolled patients, the median age was 65, with 42.1% females. The most prevalent diagnosis was non-traumatic brain hemorrhage (47.4%). Reasons for palliative care consultation included psychosocial support (95%), goal-of-care discussions (68%), decision-making support (50%), and communication facilitation (39%). The median time from NS-ICU admission to consultation was 3.5 days (range: 1-8 days), and all interviews involved family members. Key decision topics encompassed mechanical ventilation (23.7%) and tracheostomy (21.1%). Patient preferences for life-sustaining treatment could be estimated in only 47.4% of cases, often resulting in treatment disagreement. Among the 38 patients, 26 (68.4%) died during admission. Before the consultation, full code status, partial code status, and comfort care alone were reported as 32%, 66%, and 2%, respectively; post-consultation, these figures shifted to 11%, 42%, and 47%, respectively. Palliative care was predominantly sought for psychosocial support and discussions concerning goals of care. Despite challenges in ascertaining patient treatment preferences, palliative care consultations proved invaluable in aiding family members and facilitating treatment decision-making. Our study suggests the potential integration of palliative care within neuro-critical care, contributing to a heightened utilization of comfort care at the end-of-life.

Correlation Between Serum and CSF Concentrations of Midazolam and 1-Hydroxy-Midazolam in Critically Ill Neurosurgical Patients.

Midazolam (MZ) is commonly used in critically ill neurosurgical patients. Neuro-penetration of MZ and its metabolite, 1-hydroxy-midazolam (1-OH-MZ), is not well characterized. This study evaluated correlations between serum and cerebrospinal fluid (CSF) concentrations of MZ and 1-OH-MZ and assessed implications on patient sedation. Adults in the neurosurgical intensive care unit (ICU) with external ventricular drains receiving MZ via continuous infusion were prospectively studied. Serum and CSF samples were obtained 12-24 h and 72-96 h after initiation, and concentrations were determined in duplicate by high-performance liquid chromatography with tandem mass spectrometry. Bivariate correlation analyses used Pearson coefficient. A total of 31 serum and CSF samples were obtained from 18 subjects. At sampling, mean MZ infusion rate was 3.9 ± 4.4 mg/h, and previous 12-h cumulative dose was 51.4 ± 78.2 mg. Mean concentrations of MZ and 1-OH-MZ in serum and CSF were similar between timepoints. Similarly, ratios of 1-OH-MZ to MZ in serum and CSF remained stable over time. Serum MZ (126.2 ± 89.3 ng/mL) showed moderate correlation (r2 = 0.68, P < 0.001) with serum 1-OH-MZ (17.7 ± 17.6 ng/mL) but not CSF MZ (3.9 ± 2.5 ng/mL; r2 = 0.24, P = 0.005) or CSF 1-OH-MZ (2.5 ± 0.6 ng/mL; r2 = 0.47, P = 0.30). CSF MZ did not correlate with CSF 1-OH-MZ (r2 = 0.003, P < 0.001). Mean serum ratio of 1-OH-MZ to MZ (0.14 ± 0.2 ng/mL) did not correlate with CSF ratio (1.06 ± 0.83 ng/mL; r2 = 0.06, P = 0.19). Concentrations and ratios were unrelated to MZ infusion rate or 12-h cumulative dose. Sedation was weakly correlated with CSF 1-OH-MZ, but not with serum MZ, serum 1-OH-MZ, or CSF MZ. Continuous infusions of MZ result in measurable concentrations of MZ and 1-OH-MZ in CSF; however, CSF concentrations of MZ and 1-OH-MZ poorly represent serum concentrations or dosages. Accumulation of MZ and 1-OH-MZ in serum or CSF over time was not evident. Concentrations of MZ and 1-OH-MZ do not predict sedation levels, reinforcing that pharmacodynamic assessments are warranted.

Clinical Pharmacy Services in a Neurosurgical Intensive Care Unit in Iran: A Focus on a Comprehensive Medication Management Model

Background: Critically ill patients treated in the intensive care unit (ICU) are at risk of drug-related problems (DRPs), clinical pharmacists are specifically trained in pharmacotherapy evaluations with the abilities to identify and manage drug-related complications. This study aims to identify areas where clinical pharmacists can be effective in the ICU. The primary outcomes of this study were determining the clinical aspect of clinical pharmacists in the ICU, type, and number of clinical pharmacist interventions. Methods: This was a prospective, interventional study in a teaching hospital in Iran. A clinical pharmacist was dedicated to implement comprehensive medication management (CMM); All Pharmacotherapy Problems were categorized. Results: During the monitoring of 162 patients by the clinical pharmacist, 1524 interventions were conducted. The most frequent pharmacotherapy-related problems identified were drug selection (33.3%), dose adjustment (17.3%), and fluid and electrolyte management (12.9%). Conclusion: Clinical pharmacists’ interventions could reduce the rate of DRPs by pharmacotherapy evaluation and may have important role in many aspects of patient’s management.

Troponin I as a Predictor of Transcranial Doppler Sonography Defined Vasospasm in Intensive Care Unit Patients After Spontaneous Subarachnoid Hemorrhage.

Elevation of Troponin I (TnI) in spontaneous subarachnoid hemorrhage (SAH) patients is a well-known phenomenon and associated with cardiopulmonary complications and poor outcome. The present study was conducted to investigate the association of the TnI value on admission, and the occurrence of cerebral vasospam in SAH patients. A total of 142 patients with SAH, who were admitted to the neurosurgical intensive care unit (ICU) between December 2014 and January 2021 were evaluated. Blood samples were drawn on admission to determine TnI value. Each patient's demographic, radiological and medical data on admission, the modified Ranking Scale score at discharge as well as continuous measurements of transcranial Doppler sonography were analyzed. A maximum mean flow velocity (MMFV) > 120 cm/sec was defined as any vasospasm. These were stratified into severe vasospasms, which were defined as at least two measurements of MMFVs > 200 cm/sec or an increase of MMFV > 50 cm/sec/24 h over two consecutive days or a new neurological deterioration and mild vasospasm defined as MMFVs > 120 cm/sec in absence of severe vasospasm criteria. The total study population was dichotomized into patients with an initially elevated TnI (>0.05 µg/L) and without elevated TnI (≤0.05 μg/L). A total of 52 patients (36.6%) had an elevated TnI level upon admission, which was significantly associated with lower GCS score (p < 0.001), higher WFNS score (p < 0.001) and higher Fisher grade (p = 0.01) on admission. In this context a higher rate of ischemic brain lesions (p = 0.02), a higher modified Rankin Scale score (p > 0.001) and increased mortality (p = 0.02) at discharge were observed in this group. In addition, TnI was identified as an independent predictor for the occurrence of any vasospasm and severe vasospasm. An initially elevated TnI level is an independent predictor for the occurrence of any and severe vasospasm in patients with SAH.

Effects of administration of melatonin on agitation and duration of stay in patients of traumatic brain injury admitted to neurosurgical intensive care unit – A retrospective study

Effects of administration of melatonin on agitation and duration of stay in patients of traumatic brain injury admitted to neurosurgical intensive care unit – A retrospective study

Prediction of Initial CRP/Albumin Ratio on In-Hospital Mortality in Isolated Traumatic Brain Injury Patients.

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.

Real emotional experience of family members of patients transported within hospital in neurosurgical intensive care unit: A descriptive qualitative study.

To understand the real experience of family members of patients in neurosurgical intensive care unit (NICU) during intra-hospital transport (IHT), explore their inner needs and provide effective intervention measures for the construction of standardized IHT plan. A descriptive qualitative study. For the purposes of this study, 10 family members of IHT patients were included using a purposive sampling method. Semi-structured in-depth interviews were used to collect the data, Nvivo 11 software was used to organize the data, and Colaizzi's 7-step descriptive phenomenology method was used to analyse the data. A total of three themes and nine subthemes were extracted, namely: Experience of emotional changes at different stages (uncertainty before transfer, complex internal activity during transit, ambivalence after transfer); Perception of problems in IHT (poor doctor-patient communication, weak awareness of risk assessment, deficiencies in the transfer procedure); Consciousness of the real needs (emotional respect and closeness, stay informed of the progression of the disease, greater social support). Family members of patients in the NICU have complex internal experiences and multiple support needs during IHT, reflecting the need for further standardization of the transport process. In the future, we should improve the mode of safe IHT involving doctors, nurses and family members of patients, ensure the safety of patient transport, meet the social support needs of family members and improve the experience of IHT and the medical satisfaction of family members.

A Neurosurgical Readmissions Reduction Program in an Academic Hospital Leveraging Machine Learning, Workflow Analysis, and Simulation.

Predicting 30-day hospital readmissions is crucial for improving patient outcomes, optimizing resource allocation, and achieving financial savings. Existing studies reporting the development of machine learning (ML) models predictive of neurosurgical readmissions do not report factors related to clinical implementation. Train individual predictive models with good performance (area under the receiver operating characteristic curve or AUROC > 0.8), identify potential interventions through semi-structured interviews, and demonstrate estimated clinical and financial impact of these models. Electronic health records were utilized with five ML methodologies: gradient boosting, decision tree, random forest, ridge logistic regression, and linear support vector machine. Variables of interest were determined by domain experts and literature. The dataset was split divided 80% for training and validation and 20% for testing randomly. Clinical workflow analysis was conducted using semi-structured interviews to identify possible intervention points. Calibrated agent-based models (ABMs), based on a previous study with interventions, were applied to simulate reductions of the 30-day readmission rate and financial costs. The dataset covered 12,334 neurosurgical intensive care unit (NSICU) admissions (11,029 patients); 1,903 spine surgery admissions (1,641 patients), and 2,208 traumatic brain injury (TBI) admissions (2,185 patients), with readmission rate of 13.13, 13.93, and 23.73%, respectively. The random forest model for NSICU achieved best performance with an AUROC score of 0.89, capturing potential patients effectively. Six interventions were identified through 12 semi-structured interviews targeting preoperative, inpatient stay, discharge phases, and follow-up phases. Calibrated ABMs simulated median readmission reduction rates and resulted in 13.13 to 10.12% (NSICU), 13.90 to 10.98% (spine surgery), and 23.64 to 21.20% (TBI). Approximately $1,300,614.28 in saving resulted from potential interventions. This study reports the successful development and simulation of an ML-based approach for predicting and reducing 30-day hospital readmissions in neurosurgery. The intervention shows feasibility in improving patient outcomes and reducing financial losses.

Effects of administration of melatonin on prevalence of delirium and duration of stay in patients admitted to neurosurgical intensive care unit – A prospective study

Background: The occurrence of delirium in patients who undergo elective surgeries is a common occurrence. Multiple studies have assessed the effect of different drugs in various elective procedures to decrease the prevalence of postoperative delirium. The effect of melatonin to decrease the prevalence of delirium and duration of neurosurgical intensive care unit (NSICU) stay in patients undergoing neurosurgery has not been studied previously. The current study aimed to assess the same. Aims and Objectives: To assess the effect of preoperative and postoperative melatonin administration on the prevalence of delirium in patients undergoing elective ventilation in NSICU and to assess the effect of preoperative and postoperative melatonin administration on the duration of stay in NSICU. Methods and Methods: In this prospective observational study, 60 patients undergoing various neurosurgical procedures and admitted to NSICU were included. The patients were divided into two groups: one group received a placebo (Group P- tablet Sugarfree containing Aspartame) and another group received a tablet of melatonin 3 mg (Group M) in the preoperative and postoperative period. The effect of melatonin on the prevalence of delirium and duration of NSICU stay in these two groups was observed. Results: A decreasing trend of delirium was noted in both groups (Group M and Group P) with no statistical significance. A decreased prevalence of delirium was observed in patients of group M (33.3%) at the end of 12 h post-extubation compared to Group P (43.3%). The mean duration of stay for the patients in NSICU in Groups M and P were 2.7 and 3.2 days, with the range (1–14 Days) in Group M and Group P (1–20 days), respectively. Conclusion: Although there was a decreased prevalence of delirium and a decrease in the mean duration of the intensive care unit stay in patients who received oral melatonin, these beneficial effects did not show any statistical significance once compared with the control group.

Bispectral Index Monitoring in the Nursing of Patients With Paroxysmal Sympathetic Hyperactivity.

To investigate the clinical nursing effect of bispectral index (BIS) monitoring for paroxysmal sympathetic hyperactivity (PSH) patients in the neurosurgical intensive care unit (NICU). From January 2022 to June 2023, a total of 30 patients with PSH secondary to moderate to severe craniocerebral injury in the NICU were monitored for BIS. The patients' paroxysmal sympathetic hyperactivity-assessment measure (PSH-AM) scores were recorded. PSH patients generally appear in 3 states: calm state, seizure state, and postmedication state. Thirty PSH patients' BIS values were recorded during the calm period, during the seizure state, and postmedication state, and these 3 different stages' BIS values were divided into groups A, B, and C, using the Kruskal-Wallis H test to compare groups. The Kruskal-Wallis H test yielded a value of H=22.599, P <0.001. H0 was rejected against the test standard of α=0.05, and the BIS values of groups A, B, and C differed. The BIS values of group A and group B differed after a pairwise comparison, and the difference was statistically significant (adjusted P =0.001). Group B and group C had different BIS values, and the difference was statistically significant (adjusted P =0.001); group A and Group C had no difference in BIS values, and the difference was not statistically significant (adjusted P =1.00). Taking BIS value as the nursing observation index for PSH patients can make nursing work more objective, reasonable, and accurate, reduce the inducing factors of PSH attack, further reduce the attack of PSH, save nursing resources, and help guide the safety assessment of sedative use.

Effect of early mobilization on the development of pneumonia in patients with traumatic brain injury in the neurosurgical intensive care unit: A historical controls study.

Pneumonia has a high incidence in traumatic brain injury (TBI) patients and lacks effective treatments. Early mobilization (EM) may be a potentially effective treatment. To explore the impact of EM on TBI-related pneumonia in the neurosurgical intensive care unit (NICU). This study was a historical control study. 100 TBI patients who received EM intervention were prospectively included as the experimental group (EM cohort), and 250 TBI patients were retrospectively included as the control group. The propensity score matching (PSM) method was employed to balance baseline and minimize potential bias. The relationship between EM and TBI-related pneumonia was investigated by univariate and multivariate logistic regression, then further determined by subgroup analysis. The influence of other variables was excluded by interaction analyses. Finally, the effect of EM on the prognosis of TBI patients was analysed by comparing the Glasgow Coma Scale (GCS) and the hospital stay. After screening, 86 patients were included in the EM cohort and 199 patients were included in the control cohort. There were obvious differences between the two cohorts at baseline, and these differences were eliminated after PSM, when the incidence of pneumonia was significantly lower in the EM cohort than in the control cohort (35.0% vs. 61.9%, p < .001). Multivariate logistic regression showed that EM was an independent risk factor for TBI-related pneumonia and was significantly associated with a decreased incidence of pneumonia. This correlation was present in most subgroups and was not affected by other variables (p for interaction >.05). Patients in the EM cohort had shorter length of ICU stay (6 vs. 7 days, p = .017) and higher GCS at discharge (12 vs. 11, p = .010). EM is a safe and effective treatment for TBI patients in NICU, which can reduce the incidence of pneumonia, help to improve prognosis and shorten the length of ICU stay. Although the utilization rate of EM is low in TBI patients for various reasons, EM is still an effective method to prevent complications. Our study confirms that a scientific and detailed EM strategy can effectively reduce the incidence of pneumonia while ensuring the safety of TBI patients, which is worthy of further research and clinical application.

Management of SAH

Every year, the neurosurgical intensive care unit at Grenoble's university hospital (CHU) receives a large number of cerebrovascular patients. Data collected in the department during 2023 show that subarachnoid hemorrhage (SAH) is one of the most frequent causes of the pathologies treated. In this article, we focus on the appropriate course of action.

Predicting the Severity and Discharge Prognosis of Traumatic Brain Injury Based on Intracranial Pressure Data Using Machine Learning Algorithms

ObjectiveThis study aimed to explore the potential of employing machine learning algorithms based on intracranial pressure (ICP), ICP-derived parameters, and their complexity to predict the severity and short-term prognosis of traumatic brain injury (TBI). MethodsA single-center prospectively collected cohort of neurosurgical intensive care unit admissions was analyzed. We extracted ICP-related data within the first 6 hours and processed them using complexity algorithms. To indicate TBI severity and short-term prognosis, Glasgow Coma Scale (GCS) score on the first postoperative day and Glasgow Outcome Scale-Extended (GOSE) score at discharge were used as binary outcome variables. A univariate logistic regression model was developed to predict TBI severity using only mean ICP values. Subsequently, three multivariate Random Forest (RF) models were constructed using different combinations of mean and complexity metrics of ICP-related data. To avoid overfitting, five-fold cross-validations were performed. Finally, the best-performing multivariate RF model was used to predict patients’ discharge GOSE. ResultsThe logistic regression model exhibited limited predictive ability with an area under the curve (AUC) of 0.558. Among multivariate models, the RF model, combining the mean and complexity metrics of ICP-related data, achieved the most robust ability with an AUC of 0.815. Finally, in terms of predicting discharge GOSE, this model had a consistent performance with an AUC of 0.822. Cross-validation analysis confirmed the performance. ConclusionsThis study demonstrates the clinical utility of the RF model, which integrates the mean and complexity metrics of ICP data, in accurately predicting the TBI severity and short-term prognosis.

A cross-sectional study to evaluate the impact of early tracheostomy in management of neurosurgical patients.

Tracheostomy is a crucial procedure in the management of neurosurgical patients, and determining the appropriate timing for the intervention remains a contentious issue. While some experts advocate for early tracheostomy, others recommend a more conservative approach of closely monitoring the patient's condition before performing the procedure. To shed light on this debate, a retrospective observational cohort study was conducted on 78 cases who underwent tracheostomy in the neurosurgical ICU of Yashosai Hospital, Nanded, Maharashtra, between January and December 2022. The study relied on hospital records, and descriptive statistics were used to represent the quantitative data. The study's findings showed that the majority of the study subjects were male, with an average age of 46.3 + / - 15.2years. The results suggested that early tracheostomy was associated with improved outcomes in terms of shorter durations of tracheostomy, hospital stays, ICU stays, and mechanical ventilation. However, the incidence of complications did not differ significantly between the early and late tracheostomy groups. Overall, this study provides valuable insights into the optimal management of neurosurgical patients, with implications for clinical practice and patient outcomes.

Monitoring of Perioperative Microcirculation Dysfunction by Near-Infrared Spectroscopy for Neurological Deterioration and Prognosis of Aneurysmal Subarachnoid Hemorrhage: An Observational, Longitudinal Cohort Study.

No evidence has established a direct causal relationship between early microcirculation disturbance after aneurysmal subarachnoid hemorrhage (aSAH) and neurological function prognosis, which is the key pathophysiological mechanism of early brain injury (EBI) in patients with aSAH. A total of 252 patients with aSAH were enrolled in the Neurosurgical Intensive Care Unit of Southwest Hospital between January 2020 and December 2022 and divided into the no neurological deterioration, early neurological deterioration, and delayed neurological deterioration groups. Indicators of microcirculation disorders in EBI included regional cerebral oxygen saturation (rSO2) measured by near-infrared spectroscopy (NIRS), brain oxygen monitoring, and other clinical parameters for evaluating neurological function and determining the prognosis of patients with aSAH. Our data suggest that the rSO2 is generally lower in patients who develop neurological deterioration than in those who do not and that there is at least one time point in the population of patients who develop neurological deterioration where left and right cerebral hemisphere differences can be significantly monitored by NIRS. An unordered multiple-classification logistic regression model was constructed, and the results revealed that multiple factors were effective predictors of early neurological deterioration: reoperation, history of brain surgery, World Federation of Neurosurgical Societies (WFNS) grade4-5, Fisher grade3-4, SAFIRE grade 3-5, abnormal serum sodium and potassium levels, and reduced rSO2 during the perioperative period. However, for delayed neurological deterioration in patients with aSAH, only a history of brain surgery and perioperative RBC count were predictive indicators. The rSO2 concentration in patients with neurological deterioration is generally lower than that in patients without neurological deterioration, and at least one time point in the population with neurological deterioration can be significantly monitored via NIRS. However, further studies are needed to determine the role of microcirculation and other predictive factors in the neurocritical management of EBI after aSAH, as these factors can reduce the incidence of adverse outcomes and mortality during hospitalization.

Cerebral Hemodynamics and Levosimendan Use in Patients with Cerebral Vasospasm and Subarachnoid Hemorrhage: An Observational Perfusion CT-Based Imaging Study.

Delayed cerebral ischemia associated with cerebral vasospasm (CVS) in aneurysmal subarachnoid hemorrhage significantly affects patient prognosis. Levosimendan has emerged as a potential treatment, but clinical data are lacking. The aim of this study is to decipher levosimendan's effect on cerebral hemodynamics by automated quantitative measurements of brain computed tomography perfusion (CTP). We conducted a retrospective analysis of a database of a neurosurgical intensive care unit. All patients admitted from January 2018 to July 2022 for aneurysmal subarachnoid hemorrhage and treated with levosimendan for CVS who did not respond to other therapies were included. Quantitative measurements of time to maximum (Tmax), relative cerebral blood volume (rCBV), and relative cerebral blood flow (rCBF) were automatically compared with coregistered CTP before and after levosimendan administration in oligemic regions. Of 21 patients included, CTP analysis could be performed in 16. Levosimendan improved Tmax from 14.4s (interquartile range [IQR] 9.1-21) before treatment to 7.1s (IQR 5.5-8.1) after treatment (p < 0.001). rCBV (94% [IQR 79-103] before treatment and 89% [IQR 72-103] after treatment, p = 0.63) and rCBF (85% [IQR 77-90] before treatment and 87% [IQR 73-98] after treatment, p = 0.98) remained stable. The subgroup of six patients who did not develop cerebral infarction attributed to delayed cerebral ischemia showed an approximately 10% increase (rCBV 85% [IQR 79-99] before treatment vs. 95% [IQR 88-112] after treatment, p = 0.21; rCBF 81% [IQR 76-87] before treatment vs. 89% [IQR 84-99] after treatment, p = 0.4). In refractory CVS, levosimendan use was associated with a significant reduction in Tmax in oligemic regions. However, this value remained at an abnormal level, indicating the presence of a persistent CVS. Further analysis raised the hypothesis that levosimendan causes cerebral vasodilation, but other studies are needed because our design does not allow us to quantify the effect of levosimendan from that of the natural evolution of CVS.

Serum Procalcitonin in the diagnosis of pneumonia in the neurosurgical intensive care unit

Serum Procalcitonin in the diagnosis of pneumonia in the neurosurgical intensive care unit