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1.
N Engl J Med ; 390(14): 1277-1289, 2024 Apr 11.
Article in English | MEDLINE | ID: mdl-38598795

ABSTRACT

BACKGROUND: Trials of surgical evacuation of supratentorial intracerebral hemorrhages have generally shown no functional benefit. Whether early minimally invasive surgical removal would result in better outcomes than medical management is not known. METHODS: In this multicenter, randomized trial involving patients with an acute intracerebral hemorrhage, we assessed surgical removal of the hematoma as compared with medical management. Patients who had a lobar or anterior basal ganglia hemorrhage with a hematoma volume of 30 to 80 ml were assigned, in a 1:1 ratio, within 24 hours after the time that they were last known to be well, to minimally invasive surgical removal of the hematoma plus guideline-based medical management (surgery group) or to guideline-based medical management alone (control group). The primary efficacy end point was the mean score on the utility-weighted modified Rankin scale (range, 0 to 1, with higher scores indicating better outcomes, according to patients' assessment) at 180 days, with a prespecified threshold for posterior probability of superiority of 0.975 or higher. The trial included rules for adaptation of enrollment criteria on the basis of hemorrhage location. A primary safety end point was death within 30 days after enrollment. RESULTS: A total of 300 patients were enrolled, of whom 30.7% had anterior basal ganglia hemorrhages and 69.3% had lobar hemorrhages. After 175 patients had been enrolled, an adaptation rule was triggered, and only persons with lobar hemorrhages were enrolled. The mean score on the utility-weighted modified Rankin scale at 180 days was 0.458 in the surgery group and 0.374 in the control group (difference, 0.084; 95% Bayesian credible interval, 0.005 to 0.163; posterior probability of superiority of surgery, 0.981). The mean between-group difference was 0.127 (95% Bayesian credible interval, 0.035 to 0.219) among patients with lobar hemorrhages and -0.013 (95% Bayesian credible interval, -0.147 to 0.116) among those with anterior basal ganglia hemorrhages. The percentage of patients who had died by 30 days was 9.3% in the surgery group and 18.0% in the control group. Five patients (3.3%) in the surgery group had postoperative rebleeding and neurologic deterioration. CONCLUSIONS: Among patients in whom surgery could be performed within 24 hours after an acute intracerebral hemorrhage, minimally invasive hematoma evacuation resulted in better functional outcomes at 180 days than those with guideline-based medical management. The effect of surgery appeared to be attributable to intervention for lobar hemorrhages. (Funded by Nico; ENRICH ClinicalTrials.gov number, NCT02880878.).


Subject(s)
Cerebral Hemorrhage , Humans , Basal Ganglia Hemorrhage/mortality , Basal Ganglia Hemorrhage/surgery , Basal Ganglia Hemorrhage/therapy , Bayes Theorem , Cerebral Hemorrhage/mortality , Cerebral Hemorrhage/surgery , Cerebral Hemorrhage/therapy , Minimally Invasive Surgical Procedures/methods , Treatment Outcome , Neuroendoscopy
2.
Front Neurol ; 14: 1126958, 2023.
Article in English | MEDLINE | ID: mdl-37006503

ABSTRACT

Background: Intracerebral hemorrhage (ICH) is a potentially devastating condition with elevated early mortality rates, poor functional outcomes, and high costs of care. Standard of care involves intensive supportive therapy to prevent secondary injury. To date, there is no randomized control study demonstrating benefit of early evacuation of supratentorial ICH. Methods: The Early Minimally Invasive Removal of Intracerebral Hemorrhage (ENRICH) Trial was designed to evaluate the minimally invasive trans-sulcal parafascicular surgery (MIPS) approach, a technique for safe access to deep brain structures and ICH removal using the BrainPath® and Myriad® devices (NICO Corporation, Indianapolis, IN). ENRICH is a multi-centered, two-arm, randomized, adaptive comparative-effectiveness study, where patients are block randomized by ICH location and Glasgow Coma Score (GCS) to early ICH evacuation using MIPS plus standard guideline-based management vs. standard management alone to determine if MIPS results in improved outcomes defined by the utility-weighted modified Rankin score (UWmRS) at 180 days as the primary endpoint. Secondary endpoints include clinical and economic outcomes of MIPS using cost per quality-adjusted life years (QALYs). The inclusion and exclusion criteria aim to capture a broad group of patients with high risk of significant morbidity and mortality to determine optimal treatment strategy. Discussion: ENRICH will result in improved understanding of the benefit of MIPS for both lobar and deep ICH affecting the basal ganglia. The ongoing study will lead to Level-I evidence to guide clinicians treatment options in the management of acute treatment of ICH. Trial registration: This study is registered with clinicaltrials.gov (Identifier: NCT02880878).

3.
J Clin Neurophysiol ; 39(4): 276-282, 2022 May 01.
Article in English | MEDLINE | ID: mdl-32804879

ABSTRACT

PURPOSE: Previous work has shown that quantitative EEG measures correlate with the severity of ischemic stroke. This has not been systematically validated in patients with acute ischemic stroke who have undergone mechanical thrombectomy. METHODS: Data were collected from 73 patients who underwent mechanical thrombectomy and had a standard head set EEG performed during their hospital admission. For each patient, the global delta-alpha ratio (DAR) and its difference between the two hemispheres were calculated. Associations between the global and interhemispheric DAR difference with the patients' National Institutes of Health Stroke and Modified Rankin Scale scores at discharge and 3 months after thrombectomy were assessed. RESULTS: The interhemispheric DAR difference correlated with the National Institutes of Health Stroke scores at discharge (Spearman R = 0.41, P = 0.0008), National Institutes of Health Stroke scores at 3 months (Spearman R = 0.60, P = 0.02) and Modified Rankin Scale scores at 3 months (Spearman R = 0.27, P = 0.01). In contrast, the global DAR did not correlate significantly with any of these clinical outcomes when evaluated as continuous variables. In a multivariate logistic regression model, both the interhemispheric DAR difference (ß = 0.25, P = 0.03) and the infarct volume (ß = 0.02, P = 0.03) were independently predictive of good versus poor functional outcome (Modified Rankin Scale score ≤2 vs. >2) at 3 months. CONCLUSIONS: The quantitative EEG measure of interhemispheric slow relative to fast frequencies power asymmetry correlated with the discharge and 3-month National Institutes of Health Stroke and Modified Rankin Scale scores and provided added value to infarct volume in predicting functional outcome at 3 months. These data support the prognostic value of quantitative EEG in ischemic stroke patients who have undergone mechanical thrombectomy.


Subject(s)
Brain Ischemia , Ischemic Stroke , Stroke , Brain Ischemia/diagnosis , Brain Ischemia/surgery , Electroencephalography , Humans , Infarction , Prognosis , Retrospective Studies , Stroke/diagnosis , Stroke/surgery , Thrombectomy , Treatment Outcome
4.
Brain Behav Immun Health ; 13: 100228, 2021 May.
Article in English | MEDLINE | ID: mdl-34589743

ABSTRACT

BACKGROUND: Conversion disorder/functional neurological disorder (CD/FND) occurs often in neurological settings and can lead to long-term distress, disability and demand on health care services. Systemic low-grade inflammation might play a role, however, the pathogenic mechanism is still unknown. AIM: 1) To explore the feasibility to establish and assess a cohort of CD/FND with motor symptoms, involving persons with lived experience (PPI). 2) To generate proof of concept regarding a possible role for cytokines, microRNA, cortisol levels and neurocognitive symptoms in patients with motor CD/FND. METHOD: Feasibility study. RESULTS: The study showed active involvement of patients despite high clinical illness burden and disability, neurocognitive symptoms, childhood adverse experiences (ACE) and current life events. The study provided valuable knowledge regarding the feasibility of conducting a study in these patients that will inform future study phases. In the sample there were elevated levels of IL6, IL12, IL17A, IFNg, TNFa and VEGF-a, suggesting systemic low-grade inflammation. Also, microRNAs involved in inflammation and vascular inflammation were correlated with TNFa and VEGFa respectively, suggesting proof of concept for an epigenetic mechanism. Owing to the COVID-19 outbreak, the patient sample was limited to 15 patients. CONCLUSION: It is a novelty that this study is conducted in the clinical setting. This innovative, translational study explores stress-related SLI in CD/FND patients and the feasibility of a larger project aiming to develop new treatments for this vulnerable population. Given the positive findings, there is scope to conduct further research into the mechanism of disease in CD/FND.

5.
J Neurointerv Surg ; 13(12): 1088-1094, 2021 Dec.
Article in English | MEDLINE | ID: mdl-33479033

ABSTRACT

BACKGROUND: The optimal anesthesia management for patients with stroke undergoing mechanical thrombectomy (MT) during the COVID-19 pandemic has become a matter of controversy. Some recent guidelines have favored general anesthesia (GA) in patients perceived as high risk for intraprocedural conversion from sedation to GA, including those with dominant hemispheric occlusions/aphasia or baseline National Institutes of Health Stroke Scale (NIHSS) score >15. We aim to identify the rate and predictors of conversion to GA during MT in a high-volume center where monitored anesthesia care (MAC) is the default modality. METHODS: A retrospective review of a prospectively maintained MT database from January 2013 to July 2020 was undertaken. Analyses were conducted to identify the predictors of intraprocedural conversion to GA. In addition, we analyzed the GA conversion rates in subgroups of interest. RESULTS: Among 1919 MT patients, 1681 (87.6%) started treatment under MAC (median age 65 years (IQR 55-76); baseline NIHSS 16 (IQR 11-21); 48.4% women). Of the 1677 eligible patients, 26 (1.6%) converted to GA including 1.4% (22/1615) with anterior and 6.5% (4/62) with posterior circulation strokes. The only predictor of GA conversion was posterior circulation stroke (OR 4.99, 95% CI 1.67 to 14.96, P=0.004). The conversion rates were numerically higher in right than in left hemispheric occlusions (1.6% vs 1.2%; OR 1.37, 95% CI 0.59 to 3.19, P=0.47) and in milder than in more severe strokes (NIHSS ≤15 vs >15: 2% vs 1.2%; OR 0.62, 95% CI 0.28 to 1.36, P=0.23). CONCLUSIONS: Our study showed that the overall rate of conversion from MAC to GA during MT was low (1.6%) and, while higher in posterior circulation strokes, it was not predicted by either hemispheric dominance or stroke severity. Caution should be given before changing clinical practice during moments of crisis.


Subject(s)
Brain Ischemia , COVID-19 , Stroke , Aged , Anesthesia, General/adverse effects , Brain Ischemia/surgery , Female , Humans , Male , Pandemics , Retrospective Studies , SARS-CoV-2 , Stroke/surgery , Thrombectomy , Treatment Outcome , United States
6.
Am J Emerg Med ; 42: 150-160, 2021 04.
Article in English | MEDLINE | ID: mdl-32165070

ABSTRACT

OBJECTIVES: Annually, the CDC reports that 2.5 million Emergency Department (ED) visits occur due to Traumatic Brain Injuries (TBI) with nearly 75% classified as mild TBI (mTBI). Generally, these injuries are thought to be under recognized. This study was done to determine the proportion of patients, who were considered high risk for an mTBI, that had documentation of an mTBI evaluation. METHODS: A prospective cross-section of patients was identified using a 3-question screen at the time of triage: did an injury occur; was the mechanism consistent with mTBI; and was there a period of altered mental status. Chart review was completed for these patients who were thought to meet a minimum threshold warranting an evaluation for mTBI. RESULTS: 38,621 patients were screened over 16 weeks, of whom 441 (1.14%) were identified as being high risk for having an mTBI and met inclusion criteria. Recommended portions of an mTBI evaluation occurred in fewer than 50% of patients. In total, 98 subjects were diagnosed with an mTBI, and 49 received mTBI discharge instructions. The odds ratio for the subgroup of patients who had documented criteria sufficient for diagnosis revealed that an isolated head injury increased a patient's odds of a documented diagnosis by 2.1 times (95%, 1.3-3.4). CONCLUSIONS: Many patients with a possible mTBI did not have significant portions of an mTBI evaluation documented, and roughly half of the patients with a documented mTBI diagnosis did not receive discharge education. Changes in clinicians' approach to mTBI must occur to ensure patients receive appropriate evaluations, management, and education.


Subject(s)
Brain Injuries, Traumatic/diagnosis , Documentation , Emergency Service, Hospital/standards , Medical Records , Adult , Brain Injuries, Traumatic/etiology , Clinical Decision-Making , Cross-Sectional Studies , Female , Humans , Male , Neurologic Examination , Patient Discharge Summaries , Patient Education as Topic , Prospective Studies , Risk Factors , Triage
7.
Front Public Health ; 9: 740238, 2021.
Article in English | MEDLINE | ID: mdl-35252108

ABSTRACT

BACKGROUND: Children who experience a mild Traumatic Brain Injury (mTBI) may encounter cognitive and behavioral changes that often negatively impact school performance. Communication linkages between the various healthcare systems and school systems are rarely well-coordinated, placing children with an mTBI at risk for prolonged recovery, adverse impact on learning, and mTBI re-exposure. The objective of this study is to rigorously appraise the pediatric Mild Traumatic Brain Injury Evaluation and Management (TEaM) Intervention that was designed to enhance diagnosis and management of pediatric mTBI through enhanced patient discharge instructions and communication linkages between school and primary care providers. METHODS: This is a combined randomized and 2 × 2 quasi-experimental study design with educational and technology interventions occurring at the clinician level with patient and school outcomes as key endpoints. The RE-AIM (Reach, Effectiveness, Adoption, Implementation, Maintenance) framework will be utilized as a mix methods approach to appraise a multi-disciplinary, multi-setting intervention with the intent of improving outcomes for children who have experienced mTBI. DISCUSSION: Utilization of the RE-AIM framework complemented with qualitative inquiry is suitable for evaluating effectiveness of the TEaM Intervention with the aim of emphasizing priorities regarding pediatric mTBI. This program evaluation has the potential to support the knowledge needed to critically appraise the impact of mTBI recovery interventions across multiple settings, enabling uptake of the best-available evidence within clinical practice.


Subject(s)
Brain Concussion , Brain Concussion/diagnosis , Brain Concussion/therapy , Child , Delivery of Health Care , Humans , Learning , Program Evaluation
8.
AMIA Annu Symp Proc ; 2021: 900-909, 2021.
Article in English | MEDLINE | ID: mdl-35309007

ABSTRACT

We developed a prognostic model for longer-term outcome prediction in traumatic brain injury (TBI) using an attention-based recurrent neural network (RNN). The model was trained on admission and time series data obtained from a multi-site, longitudinal, observational study of TBI patients. We included 110 clinical variables as model input and Glasgow Outcome Score Extended (GOSE) at six months after injury as the outcome variable. Designed to handle missing values in time series data, the RNN model was compared to an existing TBI prognostic model using 10-fold cross validation. The area under receiver operating characteristic curve (AUC) for the RNN model is 0.86 (95% CI 0.83-0.89) for binary outcomes, whereas the AUC of the comparison model is 0.69 (95% CI 0.67-0.71). We demonstrated that including time series data into prognostic models for TBI can boost the discriminative ability of prediction models with either binary or ordinal outcomes.


Subject(s)
Brain Injuries, Traumatic , Brain Injuries, Traumatic/diagnosis , Humans , Neural Networks, Computer , Prognosis , ROC Curve , Time Factors
9.
JMIR Biomed Eng ; 6(1): e24698, 2021 Feb 02.
Article in English | MEDLINE | ID: mdl-38907379

ABSTRACT

BACKGROUND: With advances in digital health technologies and proliferation of biomedical data in recent years, applications of machine learning in health care and medicine have gained considerable attention. While inpatient settings are equipped to generate rich clinical data from patients, there is a dearth of actionable information that can be used for pursuing secondary research for specific clinical conditions. OBJECTIVE: This study focused on applying unsupervised machine learning techniques for traumatic brain injury (TBI), which is the leading cause of death and disability among children and adults aged less than 44 years. Specifically, we present a case study to demonstrate the feasibility and applicability of subspace clustering techniques for extracting patterns from data collected from TBI patients. METHODS: Data for this study were obtained from the Progesterone for Traumatic Brain Injury, Experimental Clinical Treatment-Phase III (PROTECT III) trial, which included a cohort of 882 TBI patients. We applied subspace-clustering methods (density-based, cell-based, and clustering-oriented methods) to this data set and compared the performance of the different clustering methods. RESULTS: The analyses showed the following three clusters of laboratory physiological data: (1) international normalized ratio (INR), (2) INR, chloride, and creatinine, and (3) hemoglobin and hematocrit. While all subclustering algorithms had a reasonable accuracy in classifying patients by mortality status, the density-based algorithm had a higher F1 score and coverage. CONCLUSIONS: Clustering approaches serve as an important step for phenotype definition and validation in clinical domains such as TBI, where patient and injury heterogeneity are among the major reasons for failure of clinical trials. The results from this study provide a foundation to develop scalable clustering algorithms for further research and validation.

10.
J Trauma Acute Care Surg ; 89(6): 1166-1171, 2020 12.
Article in English | MEDLINE | ID: mdl-32796440

ABSTRACT

BACKGROUND: Despite current neurological guidelines that a single brain death examination (SBDE) is sufficient to determine brain death, a vast majority of hospitals still use a two brain death examination (TBDE) policy based on historical practice. The purpose of this study was to analyze the outcomes and implications of an SBDE policy compared with a TBDE policy with respect to organ donation outcomes. METHODS: We retrospectively reviewed all adult patients declared dead by neurological criteria between 2010 and 2018 at a high-volume trauma center. The study population was divided into SBDE and TBDE cohorts. Primary outcomes included time to organ donation, terminal donor creatinine and bilirubin, and number of procured and transplanted organs. RESULTS: A total of 327 patients comprised the study population: 66.7% SBDE (n = 218 of 327 patients) and 33.3% TBDE (n = 109 of 327 patients). The SBDE group had a shorter median time from examination to procurement (38 vs. 44 hours, p = 0.02) as well as lower terminal donor creatinine (1.1 vs. 1.35 mg/dL, p = 0.004) and bilirubin (0.8 vs. 1.1 mg/dL, p = 0.04). Furthermore, the SBDE group had a significantly greater proportion of kidneys (90.6% vs. 81.6%, p = 0.02), lungs (11.8% vs. 4.6%, p = 0.02), and total organs (58.2% vs. 46.6%; p = 0.0001) procured with intent to transplant and a greater proportion of total organs transplanted (53.1% vs. 42.4%, p = 0.0004). Multivariable regression analysis confirmed that SBDE was independently associated with a shorter time to procurement, lower terminal creatinine, and increased number of procured organs. CONCLUSION: These data highlight the potential benefit of an SBDE policy with regards to organ donation outcomes at a high-volume trauma center and should facilitate future randomized prospective studies to more rigorously test this hypothesis. LEVEL OF EVIDENCE: Therapeutic/Care Management, level IV.


Subject(s)
Brain Death , Organ Transplantation/statistics & numerical data , Tissue and Organ Procurement/methods , Adult , Female , Health Policy , Humans , Linear Models , Male , Middle Aged , Multivariate Analysis , Retrospective Studies , Tissue and Organ Procurement/organization & administration , Tissue and Organ Procurement/statistics & numerical data , Trauma Centers
11.
Stroke Res Treat ; 2020: 6503038, 2020.
Article in English | MEDLINE | ID: mdl-32582426

ABSTRACT

OBJECTIVE: We compared the safety and effectiveness of minimally invasive parafascicular surgery (MIPS) as a frontline treatment for spontaneous supratentorial ICH to medical management. Patients. The sample consisted of 17 patients who underwent MIPS from January 2014 to December 2016 and a comparison group of 23 patients who were medically managed from June 2012 to December 2013. All had an International Classification of Disease (ICD) diagnosis of 431 and were treated at Grady Memorial Hospital, an urban, public, safety-net hospital. METHODS: The primary endpoint was risk of inpatient mortality. Secondary endpoints were rates of inpatient infection and favorable discharge status, defined as discharge to home or rehabilitation facility. Demographics and pre- and postclinical outcomes were compared using t-tests, the Mann-Whitney test, and chi-squared tests for continuous, ordinal and categorical measures, respectively. Cox proportional hazard models were used to estimate the time to inpatient death. Logistic regression analyses were used to determine treatment effects on secondary outcomes. We also conducted exploratory subgroup analyses which compared MIPS to two medical management subgroups: those who had surgery during their hospitalization and those that did not. RESULTS: Two patients (12%) died in the MIPS group compared to three (12%) in the medical management group. MIPS did not increase the risk of inpatient mortality relative to medical management. Rates of inpatient infection did not differ significantly between the two groups; eight MIPS patients (47%) and 13 medically managed patients (50%) contracted infections. MIPS significantly increased the likelihood of favorable discharge status (odds ratio (OR) 1.77; 95% CI, 1.12-21.9) compared to medical management. No outcome measures were significantly different between MIPS and the medical management subgroup without surgery, while rates of favorable discharge were higher among the MIPS patients compared to the medical management group with surgery. CONCLUSIONS: These data suggest that MIPS, as a frontline treatment for spontaneous ICH, versus medical management for spontaneous ICH warrants further investigation.

12.
Ann Emerg Med ; 75(4): 483-490, 2020 04.
Article in English | MEDLINE | ID: mdl-31685254

ABSTRACT

STUDY OBJECTIVE: Emergency physicians are often the initial-and only-clinical providers for patients who have sustained a mild traumatic brain injury. This prospective observational study seeks to examine the practice patterns of clinicians in an academic Level I trauma center as they relate to the evaluation of patients who were presumed to be at high risk for mild traumatic brain injury. Specifically, we describe the frequency of a documented mild traumatic brain injury evaluation, diagnosis, and discharge education. METHODS: This pilot study took place in a single academic Level I trauma and emergency care center during a 4-week period. Patients were identified by triage nurses, who determined whether they responded affirmatively to 2 questions that indicated a potential risk for mild traumatic brain injury. Data were abstracted from emergency department clinician documentation on identified patients to describe the frequency of a documented mild traumatic brain injury evaluation (history and physical examination), diagnosis, and discharge education among those who were identified to be at risk for a mild traumatic brain injury. RESULTS: Ninety-eight subjects were included in the present study. Documentation of a mild traumatic brain injury evaluation was present for less than 50% of patients, a final diagnosis of mild traumatic brain injury was included for 36 (37%; 95% confidence interval 27.8% to 46.7%), and discharge education was provided to 15 (15%; 95% confidence interval 9.2% to 21.4%). Of the 36 patients who received a documented mild traumatic brain injury diagnosis, 15 (41.5%; 95% confidence interval 26.7% to 57.9%) received mild traumatic brain injury-specific discharge education. CONCLUSION: This study suggests that the majority of patients at high risk for mild traumatic brain injury have no documentation of an evaluation for one. Also, patients with a mild traumatic brain injury diagnosis were unlikely to receive appropriate discharge education about it. Education and standardization are needed to ensure that patients at risk for mild traumatic brain injury receive appropriate evaluation and care.


Subject(s)
Brain Injuries, Traumatic/diagnosis , Emergency Service, Hospital , Patient Education as Topic , Adult , Brain Concussion/diagnosis , Brain Concussion/therapy , Brain Injuries, Traumatic/therapy , Emergency Service, Hospital/standards , Female , Humans , Male , Medical History Taking , Middle Aged , Nursing Staff, Hospital/education , Patient Discharge Summaries , Pilot Projects , Prospective Studies , Triage
13.
Neurosurgery ; 84(3): 741-748, 2019 03 01.
Article in English | MEDLINE | ID: mdl-29762777

ABSTRACT

BACKGROUND: The ICH Score has become the standard for risk-stratification of 30-d mortality in patients with intracerebral hemorrhage (ICH), but treatment has evolved over the last 17 yr since its inception. We sought to determine if the ICH Score remains an accurate predictor of 30-d mortality in these high acuity patients. OBJECTIVE: To determine the role the ICH Score has on mortality in current treatment of patients. METHODS: A retrospective review of 554 patients treated for acute, spontaneous ICH at 2 large academic institutions between 2010 and 2014 was carried out. Surgical intervention in the form of external ventricular drain or craniotomy was performed when indicated. All patients were managed medically until discharge or death. RESULTS: Over half (53.6%) of the patients presented with ICH of the basal ganglia/thalamus and the majority (71%) presented with ICH Scores of 0 to 2. Overall mortality was 25.1%. Observed mortality in moderate grade ICH Score patients (3 and 4) was lower than expected (49% vs 72%, P < .001) and (71% vs 97%, P < .001) when compared to the original ICH Score results. Despite differences in ICH and intraventricular hemorrhage volume, and Glasgow Coma Scale there was no difference in surgical intervention (12.2% vs 11.8%, P = .94) between the two groups. Withdrawal of care was instituted in 56.6% of all patients who died and increased with ICH Score. CONCLUSION: In our cohort, the original ICH score did not accurately predict the mortality rate. Patient survival exceeded ICH Score-predicted mortality regardless of surgical intervention. Reevaluation of predictive scores could be useful to aid in more accurate prognoses.


Subject(s)
Cerebral Hemorrhage/pathology , Severity of Illness Index , Adult , Aged , Cerebral Hemorrhage/mortality , Cohort Studies , Female , Humans , Male , Middle Aged , Prognosis , Retrospective Studies
14.
J Head Trauma Rehabil ; 34(3): E10-E17, 2019.
Article in English | MEDLINE | ID: mdl-30499935

ABSTRACT

OBJECTIVE: To evaluate the relationship between satisfaction with life (SWL) and functional outcome after traumatic brain injury (TBI). SETTING AND PARTICIPANTS: The Transforming Research and Clinical Knowledge in Traumatic Brain Injury Pilot study (TRACK-TBI Pilot) enrolled patients at 3 US Level I trauma centers within 24 hours of TBI. DESIGN: Patients were grouped by outcome measure concordance (good-recovery/good-satisfaction, impaired-recovery/impaired-satisfaction) and discordance (good-recovery/impaired-satisfaction, impaired-recovery/good-satisfaction). Logistic regression was utilized to determine predictors of discordance. MAIN MEASURES: Functional outcome: Glasgow Outcome Scale-Extended (GOSE); SWL: Satisfaction with Life Scale (SWLS). RESULTS: Of the 586 enrolled subjects, 298 had completed both outcome measures at 6-month follow-up; the correlation between GOSE and SWLS was 0.380. Patients with impaired-recovery (GOSE < 7)/impaired-satisfaction (SWLS < 20) were more likely to have mild TBI (83% vs 62%, P = .012), baseline depression (42% vs 15%, P < .0001), and 6-month depression (59% vs 21%, P < .0001) when compared with patients with impaired-recovery/good-satisfaction. Patients with good-recovery/impaired-satisfaction were more likely to have baseline depression (31% vs 13%, P < .0001) and 6-month depression (33% vs 6%, P < .0001) compared with good-recovery/good-satisfaction. CONCLUSION: Correlation between SWL and functional outcome was not strong, and depression may modulate the association. Future research should account for functional, mental health, and patient-centered outcomes when assessing TBI recovery.


Subject(s)
Brain Injuries, Traumatic/psychology , Personal Satisfaction , Adult , Aged , Brain Injuries, Traumatic/therapy , Female , Glasgow Outcome Scale , Humans , Male , Middle Aged , Outcome Assessment, Health Care , Pilot Projects , Recovery of Function , Socioeconomic Factors , Time Factors
15.
Vasc Med ; 23(6): 549-554, 2018 12.
Article in English | MEDLINE | ID: mdl-30124120

ABSTRACT

An embolic event originating from thrombus on an otherwise un-diseased or minimally diseased proximal artery (Phantom Thrombus) is a rare but significant clinical challenge. All patients from a single center with an imaging defined luminal thrombus with a focal mural attachment site on an artery were evaluated retrospectively. We excluded all patients with underlying anatomic abnormalities of the vessel at the attachment site. Six patients with a mean age of 62.5 years were identified over a 2.5-year period. All patients had completed treatment for or had a current diagnosis of malignancy and none were on antiplatelets or other anticoagulants. Four thrombi originated in the aorta proximal to the renal arteries and one originated distal. One thrombus was found in the common carotid artery and one was in an arterialized vein graft. Mean follow-up was 22 months. None of the patients underwent removal or exclusion of the embolic source. With systemic anticoagulation, four of the phantom thrombi were resolved on imaging within 8 weeks, one resolved after 72 weeks. One phantom thrombus reoccurred after 6 months on reduced anticoagulant dosing. There was one acute and one death in follow-up (26 months). One patient required a partial foot amputation secondary to tissue necrosis from the initial thromboembolic event. Arterial thrombi forming on otherwise normal vessels are a distinct clinical entity. In patients with a phantom thrombus, a strategy of therapeutic anticoagulation for management of the embolic source seems to be safe and effective over both the short and intermediate-term.


Subject(s)
Anticoagulants/administration & dosage , Arteries/diagnostic imaging , Endovascular Procedures/methods , Thrombectomy/methods , Thromboembolism , Thrombosis , Aged , Female , Humans , Male , Middle Aged , Outcome and Process Assessment, Health Care , Patient Care Management/methods , Patient Selection , Thromboembolism/complications , Thromboembolism/diagnosis , Thromboembolism/etiology , Thromboembolism/prevention & control , Thrombosis/diagnosis , Thrombosis/etiology , Thrombosis/therapy
16.
Brain Inj ; 31(13-14): 1820-1829, 2017.
Article in English | MEDLINE | ID: mdl-29166203

ABSTRACT

OBJECTIVE: To investigate the clinical management and medical follow-up of patients with mild traumatic brain injury (mTBI) presenting to emergency departments (EDs). METHODS: Overall, 168 adult patients with mTBI from the prospective, multicentre Transforming Research and Clinical Knowledge in TBI (TRACK-TBI) Pilot study with Glasgow Coma Scale (GCS) 13-15, no polytrauma and alive at six months were included. Predictors for hospital admission, three-month follow-up referral and six-month functional disability (Glasgow Outcome Scale-Extended (GOSE) ≤ 6) were analysed using multivariable regression. RESULTS: Overall, 48% were admitted to hospital, 22% received three-month referral and 27% reported six-month functional disability. Intracranial pathology on ED head computed tomography (multivariable odds ratio (OR) = 81.08, 95% confidence interval (CI) [10.28-639.36]) and amnesia (>30-minutes: OR = 5.27 [1.75-15.87]; unknown duration: OR = 4.43 [1.26-15.62]) predicted hospital admission. Older age (per-year OR = 1.03 [1.01-1.05]) predicted three-month referral, while part-time/unemployment predicted lack of referral (OR = 0.17 [0.06-0.50]). GCS < 15 (OR = 2.46 [1.05-5.78]) and prior history of seizures (OR = 3.62 [1.21-10.89]) predicted six-month functional disability, while increased education (per-year OR = 0.86 [0.76-0.97]) was protective. CONCLUSIONS: Clinical factors modulate triage to admission, while demographic/socioeconomic elements modulate follow-up care acquisition; six-month functional disability associates with both clinical and demographic/socioeconomic variables. Improving triage to acute and outpatient care requires further investigation to optimize resource allocation and outcome after mTBI. ClinicalTrials.gov registration: NCT01565551.


Subject(s)
Brain Injuries, Traumatic/therapy , Disabled Persons/psychology , Hospital Administration , Treatment Outcome , Adult , Disability Evaluation , Disabled Persons/rehabilitation , Emergency Service, Hospital , Female , Follow-Up Studies , Glasgow Outcome Scale , Humans , Male , Middle Aged , Multivariate Analysis , Predictive Value of Tests , Young Adult
17.
Neurocrit Care ; 27(Suppl 1): 82-88, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28913634

ABSTRACT

Sustained intracranial hypertension and acute brain herniation are "brain codes," signifying catastrophic neurological events that require immediate recognition and treatment to prevent irreversible injury and death. As in cardiac arrest, a brain code mandates the organized implementation of a stepwise management algorithm. The goal of this Emergency Neurological Life Support protocol is to implement an evidence-based, standardized approach to the evaluation and management of patients with intracranial hypertension and/or herniation.


Subject(s)
Brain Edema/diagnosis , Brain Edema/therapy , Clinical Protocols , Critical Care/methods , Emergency Medical Services/methods , Intracranial Hypertension/diagnosis , Intracranial Hypertension/therapy , Life Support Care/methods , Neurology/methods , Practice Guidelines as Topic , Algorithms , Clinical Protocols/standards , Critical Care/standards , Emergency Medical Services/standards , Humans , Life Support Care/standards , Neurology/standards
18.
Stroke ; 48(5): 1278-1284, 2017 05.
Article in English | MEDLINE | ID: mdl-28411260

ABSTRACT

BACKGROUND AND PURPOSE: The Emergency Medical Services field triage to stroke centers has gained considerable complexity with the recent demonstration of clinical benefit of endovascular treatment for acute ischemic stroke. We sought to describe a new smartphone freeware application designed to assist Emergency Medical Services professionals with the field assessment and destination triage of patients with acute ischemic stroke. METHODS: Review of the application's platform and its development as well as the different variables, assessments, algorithms, and assumptions involved. RESULTS: The FAST-ED (Field Assessment Stroke Triage for Emergency Destination) application is based on a built-in automated decision-making algorithm that relies on (1) a brief series of questions assessing patient's age, anticoagulant usage, time last known normal, motor weakness, gaze deviation, aphasia, and hemineglect; (2) a database of all regional stroke centers according to their capability to provide endovascular treatment; and (3) Global Positioning System technology with real-time traffic information to compute the patient's eligibility for intravenous tissue-type plasminogen activator or endovascular treatment as well as the distances/transportation times to the different neighboring stroke centers in order to assist Emergency Medical Services professionals with the decision about the most suitable destination for any given patient with acute ischemic stroke. CONCLUSIONS: The FAST-ED smartphone application has great potential to improve the triage of patients with acute ischemic stroke, as it seems capable to optimize resources, reduce hospital arrivals times, and maximize the use of both intravenous tissue-type plasminogen activator and endovascular treatment ultimately leading to better clinical outcomes. Future field studies are needed to properly evaluate the impact of this tool in stroke outcomes and resource utilization.


Subject(s)
Brain Ischemia/diagnosis , Clinical Decision-Making/methods , Decision Support Systems, Clinical/instrumentation , Stroke/diagnosis , Triage/methods , Algorithms , Geographic Information Systems/instrumentation , Humans , Smartphone , Transportation of Patients/methods
19.
Acad Emerg Med ; 23(4): 382-92, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26806406

ABSTRACT

OBJECTIVES: Postconcussion symptoms (PCS) are a common complication of mild traumatic brain injury (TBI). Currently, there is no validated clinically available method to reliably predict at the time of injury who will subsequently develop PCS. The purpose of this study was to determine if PCS following mild TBI can be predicted during the initial presentation to an emergency department (ED) using a novel robotic-assisted assessment of neurologic function. METHODS: All patients presenting to an urban ED with a chief complaint of head injury within the preceding 24 hours were screened for inclusion from March 2013 to April 2014. The enrollment criteria were as follows: 1) age of 18 years or greater, 2) ability and willingness to provide written informed consent, 3) blunt head trauma and clinical diagnosis of isolated mild TBI by the treating physician, and 4) blood alcohol level of <100 mg/dL. Eligible mild TBI patients were enrolled and their neuromotor function was assessed in the ED using a battery of five tests that cover a range of proprioceptive, visuomotor, visuospatial, and executive function performance metrics. At 3 weeks postinjury, participants were contacted via telephone to complete the Rivermead Post-Concussion Symptoms Questionnaire to assess the presence of significant PCS. RESULTS: A total of 66 mild TBI patients were enrolled in the study with 42 of them completing both the ED assessment and the follow-up; 40 patients were included in the analyses. The area under the receiver operating characteristic curve (AUC) for the entire test battery was 0.72 (95% confidence interval [CI] = 0.54 to 0.90). The AUC for tests that primarily measure visuomotor and proprioceptive performance were 0.80 (95% CI = 0.65 to 0.95) and 0.71 (95% CI = 0.53 to 0.89), respectively. CONCLUSIONS: The robotic-assisted test battery has the ability to discriminate between subjects who developed PCS and those who did not. Additionally, poor visuomotor and proprioceptive performance were most strongly associated with subsequent PCS.


Subject(s)
Brain Injuries/complications , Emergency Service, Hospital/organization & administration , Post-Concussion Syndrome/diagnosis , Post-Concussion Syndrome/etiology , Robotics/methods , Adult , Diagnostic Techniques, Neurological , Female , Follow-Up Studies , Head Injuries, Closed/complications , Humans , Male , Middle Aged , Observer Variation , Sensitivity and Specificity , Urban Population , Young Adult
20.
IEEE J Transl Eng Health Med ; 3: 3200109, 2015.
Article in English | MEDLINE | ID: mdl-27170908

ABSTRACT

UNLABELLED: The objective of this paper is to demonstrate the effective deployment of a robotic assessment tool for the evaluation of mild traumatic brain injury (mTBI) patients in a busy, resource-constrained, urban emergency department (ED). METHODS: Functional integration of new robotic technology for research in the ED presented several obstacles that required a multidisciplinary approach, including participation from electrical and computer engineers, emergency medicine clinicians, and clinical operations staff of the hospital. Our team addressed many challenges in deployment of this advanced technology including: 1) adapting the investigational device for the unique clinical environment; 2) acquisition and maintenance of appropriate testing space for point-of-care assessment; and 3) dedicated technical support and upkeep of the device. Upon successful placement of the robotic device in the ED, the clinical study required screening of all patients presenting to the ED with complaints of head injury. Eligible patients were enrolled and tested using a robot-assisted test battery. Three weeks after the injury, patients were contacted to complete follow-up assessments. RESULTS: Adapting the existing technology to meet anticipated physical constraints of the ED was performed by engineering a mobile platform. Due to the large footprint of the device, it was frequently moved before ultimately being fully integrated into the ED. Over 14 months, 1423 patients were screened. Twenty-eight patients could not be enrolled because the device was unavailable due to operations limitations. Technical problems with the device resulted in failure to include 20 patients. A total of 66 mTBI patients were enrolled and 42 of them completed both robot-assisted testing and follow-up assessment. Successful completion of screening and enrollment demonstrated that the challenges associated with integration of investigational devices into the ED can be effectively addressed through a collaborative patient-oriented research model. CONCLUSION: Effective deployment and use of new robotic technology for research in an urban academic ED required significant planning, coordination, and collaboration with key personnel from multiple disciplines. Clinical Impact: A pilot clinical study on mTBI patients using the robotic device provided useful data without disrupting the ED workflow. Integration of this technology into the ED serves as an important step toward pursing active clinical research in an acute care setting.

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