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Dangayach NS, Morozov M, Cossentino I, Liang J, Chada D, Bageac D, Salgado L, Malekebu W, Kellner C, Bederson J. A Narrative Review of Interhospital Transfers for Intracerebral Hemorrhage. World Neurosurg 2024; 190:1-9. [PMID: 38830508 DOI: 10.1016/j.wneu.2024.05.171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 05/27/2024] [Indexed: 06/05/2024]
Abstract
Of the 750,000 strokes in the United States every year, 15% patients suffer from hemorrhagic stroke. Intracerebral hemorrhage (ICH) is a subtype of hemorrhagic stroke. Despite advances in acute management, patients with hemorrhagic stroke continue to suffer from high mortality and survivors suffer from multidomain impairments in the physical, cognitive, and mental health domains which could last for months to years from their index stroke. Long-term prognosis after ICH is critically dependent on the quality and efficacy of care a patient receives during the acute phase of care. With ongoing care consolidation in stroke systems of care, the number of ICH patients who need to undergo interhospital transfers (IHTs) is increasing. However, the associations between IHT and ICH outcomes have not been well described in literature. In this review, we describe the epidemiology of IHT for ICH, the relationship between IHT and ICH patient outcomes, and proposed improvements to the IHT process to ensure better long-term patient outcomes. Our review indicates that evidence regarding the safety and benefit of IHT for ICH patients is conflicting, with some studies reporting poorer outcomes for transferred patients compared to direct admissions via emergency rooms and other studies showing no effect on outcomes. The American Heart Association guidelines for ICH provide recommendations for timely blood pressure control and anticoagulation reversal to improve patient outcomes. The American Heart Association stroke systems of care guidelines provide recommendations for transfer agreements and but do not provide details on how patients should be managed while undergoing IHT. Large, prospective, and multicenter studies comparing outcomes of IHT patients to direct admissions are necessary to provide more definitive guidance to optimize IHT protocols and aid clinical decision-making.
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Affiliation(s)
- Neha S Dangayach
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Institute for Critical Care Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
| | - Masha Morozov
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Ian Cossentino
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - John Liang
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Deeksha Chada
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Devin Bageac
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Laura Salgado
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Wheatonia Malekebu
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Christopher Kellner
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Joshua Bederson
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Rangwala SD, Han JS, Ding L, Mack WJ, Krieger MD, Attenello FJ. Interhospital transfer of pediatric patients with malignant brain tumor not associated with increased mortality, but safe routine discharge. J Neurosurg Pediatr 2023; 31:124-131. [PMID: 36401543 DOI: 10.3171/2022.10.peds22124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 10/12/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Interhospital transfer (IHT) to obtain a higher level of care for pediatric patients requiring neurosurgical interventions is common. Pediatric patients with malignant brain tumors often require subspecialty care commonly provided at specialized centers. The authors aimed to assess the impact of IHT in pediatric neurosurgical patients with malignant brain tumors to identify areas of improvement in treatment of this patient population. METHODS Pediatric patients (age < 19 years) with malignant primary brain tumors undergoing craniotomy for resection between 2010 and 2018 were retrospectively identified in the Nationwide Readmissions Database. Patient and hospital data for each index admission provided by the Nationwide Readmissions Database was analyzed by univariate and multivariate analyses. Further analysis evaluated association of IHT on specific patient- or hospital-related characteristics. RESULTS In a total of 2279 nonelective admissions for malignant brain tumors in pediatric patients, the authors found only 132 patients (5.8%) who underwent IHT for a higher level of care. There is an increased likelihood of transfer when a patient is younger (< 7 years old, p = 0.006) or the disease process is more severe, as characterized by higher pediatric complex chronic conditions (p = 0.0004) and increased all patient refined diagnosis-related group mortality index (p = 0.02). Patients who are transferred (OR 1.87, 95% CI 1.04-3.35; p = 0.04) and patients who are treated at pediatric centers (OR 6.89, 95% CI 4.23-11.22; p < 0.0001) are more likely to have a routine discharge home. On multivariate analysis, transfer status was not associated with a longer length of stay (incident rate ratio 1.04, 95% CI 0.94-1.16; p = 0.5) or greater overall costs per patient ($20,947.58, 95% CI -$35,078.80 to $76,974.00; p = 0.50). Additionally, IHT is not associated with increased likelihood of death or major complication. CONCLUSIONS IHT has a significant role in the outcome of pediatric patients with malignant brain tumors. Transfer of this patient population to hospitals providing subspecialized care results in a higher level of care without a significant burden on overall costs, risks, or mortality.
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Affiliation(s)
| | - Jane S Han
- Departments of1Neurological Surgery, and
| | - Li Ding
- 2Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles; and
| | | | - Mark D Krieger
- 3Division of Neurological Surgery, Department of Surgery, Children's Hospital of Los Angeles, California
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Iacob S, Wang Y, Peterson SC, Ivankovic S, Bhole S, Tracy PT, Elwood PW. Evaluation of factors associated with interhospital transfers to pediatric and adult tertiary level of care: A study of acute neurological disease cases. PLoS One 2022; 17:e0279031. [PMID: 36516150 PMCID: PMC9749979 DOI: 10.1371/journal.pone.0279031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 11/29/2022] [Indexed: 12/15/2022] Open
Abstract
INTRODUCTION Patient referrals to tertiary level of care neurological services are often potentially avoidable and result in inferior clinical outcomes. To decrease transfer burden, stakeholders should acquire a comprehensive perception of specialty referral process dynamics. We identified associations between patient sociodemographic data, disease category and hospital characteristics and avoidable transfers, and differentiated factors underscoring informed decision making as essential care management aspects. MATERIALS AND METHODS We completed a retrospective observational study. The inclusion criteria were pediatric and adult patients with neurological diagnosis referred to our tertiary care hospital. The primary outcome was potentially avoidable transfers, which included patients discharged after 24 hours from admission without requiring neurosurgery, neuro-intervention, or specialized diagnostic methodologies and consult in non-neurologic specialties during their hospital stay. Variables included demographics, disease category, health insurance and referring hospital characteristics. RESULTS Patient referrals resulted in 1615 potentially avoidable transfers. A direct correlation between increasing referral trends and unwarranted transfers was observed for dementia, spondylosis and trauma conversely, migraine, neuro-ophthalmic disease and seizure disorders showed an increase in unwarranted transfers with decreasing referral trends. The age group over 90 years (OR, 3.71), seizure disorders (OR, 4.16), migraine (OR, 12.50) and neuro-ophthalmic disease (OR, 25.31) significantly associated with higher probability of avoidable transfers. Disparities between pediatric and adult transfer cases were identified for discrete diagnoses. Hospital teaching status but not hospital size showed significant associations with potentially avoidable transfers. CONCLUSIONS Neurological dysfunctions with overlapping clinical symptomatology in ageing patients have higher probability of unwarranted transfers. In pediatric patients, disease categories with complex symptomatology requiring sophisticated workup show greater likelihood of unwarranted transfers. Future transfer avoidance recommendations include implementation of measures that assist astute disorder assessment at the referring hospital such as specialized diagnostic modalities and teleconsultation. Additional moderators include after-hours specialty expertise provision and advanced directives education.
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Affiliation(s)
- Stanca Iacob
- Department of Neurology, University of Illinois College of Medicine at Peoria, Peoria, Illinois, United States of America
- Illinois Neurological Institute, OSF HealthCare System, Peoria, Illinois, United States of America
- * E-mail:
| | - Yanzhi Wang
- Research Services, Department of Internal Medicine, University of Illinois College of Medicine at Peoria, Peoria, Illinois, United States of America
| | - Susan C. Peterson
- Healthcare Analytics, OSF HealthCare System, Peoria, Illinois, United States of America
| | - Sven Ivankovic
- Department of Neurosurgery, University of Illinois College of Medicine at Peoria, Peoria, Illinois, United States of America
| | - Salil Bhole
- Department of Neurosurgery, University of Illinois College of Medicine at Peoria, Peoria, Illinois, United States of America
| | - Patrick T. Tracy
- Department of Neurosurgery, University of Illinois College of Medicine at Peoria, Peoria, Illinois, United States of America
| | - Patrick W. Elwood
- Department of Neurosurgery, University of Illinois College of Medicine at Peoria, Peoria, Illinois, United States of America
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Analyzing historical and future acute neurosurgical demand using an AI-enabled predictive dashboard. Sci Rep 2022; 12:7603. [PMID: 35534601 PMCID: PMC9084272 DOI: 10.1038/s41598-022-11607-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 04/25/2022] [Indexed: 11/29/2022] Open
Abstract
Characterizing acute service demand is critical for neurosurgery and other emergency-dominant specialties in order to dynamically distribute resources and ensure timely access to treatment. This is especially important in the post-Covid 19 pandemic period, when healthcare centers are grappling with a record backlog of pending surgical procedures and rising acute referral numbers. Healthcare dashboards are well-placed to analyze this data, making key information about service and clinical outcomes available to staff in an easy-to-understand format. However, they typically provide insights based on inference rather than prediction, limiting their operational utility. We retrospectively analyzed and prospectively forecasted acute neurosurgical referrals, based on 10,033 referrals made to a large volume tertiary neurosciences center in London, U.K., from the start of the Covid-19 pandemic lockdown period until October 2021 through the use of a novel AI-enabled predictive dashboard. As anticipated, weekly referral volumes significantly increased during this period, largely owing to an increase in spinal referrals (p < 0.05). Applying validated time-series forecasting methods, we found that referrals were projected to increase beyond this time-point, with Prophet demonstrating the best test and computational performance. Using a mixed-methods approach, we determined that a dashboard approach was usable, feasible, and acceptable among key stakeholders.
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Alan N, Kim S, Agarwal N, Clarke J, Yealy DM, Cohen-Gadol AA, Sekula RF. Inter-facility transfer of patients with traumatic intracranial hemorrhage and GCS 14-15: The pilot study of a screening protocol by neurosurgeon to avoid unnecessary transfers. J Clin Neurosci 2020; 81:246-251. [PMID: 33222924 PMCID: PMC7560640 DOI: 10.1016/j.jocn.2020.09.050] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Accepted: 09/28/2020] [Indexed: 12/01/2022]
Abstract
We sought to evaluate feasibility and cost-reduction potential of a pilot screening program involving neurosurgeon tele-consultation for inter-facility transfer decisions in TBI patients with GCS 14–15 and abnormal CT head at a community hospital. The authors performed a retrospective comparative analysis of two patient cohorts during the pilot at a large hospital system from 2015 to 2017. In “screened” patients (n = 85), images and examination were reviewed remotely by a neurosurgeon who made recommendations regarding transfer to a level 1 trauma center. In the “unscreened” group (n = 39), all patients were transferred. Baseline patient characteristics, outcomes, and costs were reviewed. Patient demographics were similar between cohorts. Traumatic subarachnoid hemorrhage was more common in screened patients (29.4% vs 12.8%, P = 0.02). The presence of midline shift >5 mm was comparable between groups. Among screened patients, 5 were transferred (5.8%) and one required evacuation of chronic subdural hematoma. In unscreened patients, 7 required evacuation of subdural hematoma. None of the screened patients who were not transferred deteriorated. Screened patients had significantly reduced average total cost compared to unscreened patients ($2,003 vs. $4,482, P = 0.03) despite similar lengths of stay (2.6 vs. 2.7 days, P = 0.85). In non-surgical patients, costs were less in the screened group ($2,025 vs. $2,939), although statistically insignificant (P = 0.38). In this pilot study, remote review of images and examination by a neurosurgeon was feasible to avoid unnecessary transfer of patients with traumatic intracranial hemorrhage and GCS 14–15. The true potential in cost-reduction will be realized in system-wide large-scale implementation.
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Affiliation(s)
- Nima Alan
- University of Pittsburgh Medical Center, Department of Neurological Surgery, Pittsburgh, PA, United States.
| | - Song Kim
- University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Nitin Agarwal
- University of Pittsburgh Medical Center, Department of Neurological Surgery, Pittsburgh, PA, United States
| | - Jamie Clarke
- University of Pittsburgh Medical Center, Department of Neurological Surgery, Pittsburgh, PA, United States
| | - Donald M Yealy
- University of Pittsburgh Medical Center, Department of Emergency Medicine, Pittsburgh, PA, United States
| | - Aaron A Cohen-Gadol
- Indiana University, Department of Neurological Surgery, Indianapolis, IN, United States
| | - Raymond F Sekula
- University of Pittsburgh Medical Center, Department of Neurological Surgery, Pittsburgh, PA, United States
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Safaee MM, Morshed RA, Spatz J, Sankaran S, Berger MS, Aghi MK. Interfacility neurosurgical transfers: an analysis of nontraumatic inpatient and emergency department transfers with implications for improvements in care. J Neurosurg 2019; 131:281-289. [PMID: 30074453 DOI: 10.3171/2018.3.jns173224] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2017] [Accepted: 03/01/2018] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Interfacility neurosurgical transfers to tertiary care centers are driven by a number of variables, including lack of on-site coverage, limited available technology, insurance factors, and patient preference. The authors sought to assess the timing and necessity of surgery and compared transfers to their institution from emergency departments (ED) and inpatient units at other hospitals. METHODS Adult neurosurgical patients who were transferred to a single tertiary care center were analyzed over 12 months. Patients with traumatic injuries or those referred from skilled nursing facilities or rehabilitation centers were excluded. RESULTS A total of 504 transferred patients were included, with mean age 55 years (range 19-92 years); 53% of patients were women. Points of origin were ED in 54% cases and inpatient hospital unit in 46%, with a mean distance traveled for most patients of 119 miles. Broad diagnosis categories included brain tumors (n = 142, 28%), vascular lesions, including spontaneous and hypertensive intracerebral hemorrhage (n = 143, 28%), spinal lesions (n = 126, 25%), hydrocephalus (n = 45, 9%), wound complications (n = 29, 6%), and others (n = 19, 4%). Patients transferred from inpatient units had higher rates of surgical intervention (75% vs 57%, p < 0.001), whereas patients transferred from the ED had higher rates of urgent surgery (20% vs 8%, p < 0.001) and shorter mean time to surgery (3 vs 5 days, p < 0.001). Misdiagnosis rates were higher among ED referrals (11% vs 4%, p = 0.008). Across the same timeframe, patients undergoing elective admission (n = 1986) or admission from the authors' own ED (n = 248) had significantly shorter lengths of stay (p < 0.001) and ICU days (p < 0.001) than transferred patients, as well as a significantly lower total cost ($44,412, $46,163, and $72,175, respectively; p < 0.001). CONCLUSIONS The authors present their 12-month experience from a single tertiary care center without Level I trauma designation. In this cohort, 65% of patients required surgery, but the rates were higher among inpatient referrals, and misdiagnosis rates were higher among ED transfers. These data suggest that admitting nonemergency patients to local hospitals may improve diagnostic accuracy of patients requiring urgent care, more precisely identify patients in need of transfer, and reduce costs. Referring facilities may lack necessary resources or expertise, and the Emergency Medical Treatment and Active Labor Act (EMTALA) obligates tertiary care centers to accept these patients under those circumstances. Telemedicine and integration of electronic medical records may help guide referring hospitals to pursue additional workup, which may eliminate the need for unnecessary transfer and provide additional cost savings.
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Neisewander BL, Hu K, Tan Z, Zakrzewski J, Kheirkhah P, Kumar P, Shah M, Cotanche D, Shah K, Esfahani DR, Mehta AI. Location of Thalamic Hemorrhage Impacts Prognosis. World Neurosurg 2018; 116:e525-e533. [DOI: 10.1016/j.wneu.2018.05.026] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2018] [Revised: 05/03/2018] [Accepted: 05/04/2018] [Indexed: 11/26/2022]
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Arnone GD, Kumar P, Wonais MC, Esfahani DR, Campbell-Lee SA, Charbel FT, Amin-Hanjani S, Alaraj A, Seicean A, Mehta AI. Impact of Platelet Transfusion on Intracerebral Hemorrhage in Patients on Antiplatelet Therapy–An Analysis Based on Intracerebral Hemorrhage Score. World Neurosurg 2018; 111:e895-e904. [DOI: 10.1016/j.wneu.2018.01.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Revised: 12/29/2017] [Accepted: 01/03/2018] [Indexed: 11/16/2022]
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Thresholds for Volume and Expansion in Intraparenchymal Hemorrhage: Predictors of Neurologic Deterioration and Mortality. World Neurosurg 2017; 106:131-138. [DOI: 10.1016/j.wneu.2017.06.131] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2017] [Revised: 06/20/2017] [Accepted: 06/24/2017] [Indexed: 11/23/2022]
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Sasaki K, Mutoh T, Nakamura K, Kojima I, Taki Y, Suarez JI, Ishikawa T. MRI-based in vivo assessment of early cerebral infarction in a mouse filament perforation model of subarachnoid hemorrhage. Neurosci Lett 2017; 653:173-176. [PMID: 28552456 DOI: 10.1016/j.neulet.2017.05.047] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 05/13/2017] [Accepted: 05/22/2017] [Indexed: 11/15/2022]
Abstract
BACKGROUND AND PURPOSE Experimental subarachnoid hemorrhage (SAH) by endovascular filament perforation method is used widely in mice, but it sometimes present acute cerebral infarctions with varied magnitude and anatomical location. This study aimed to determine the prevalence and location of the acute ischemic injury in this experimental model. METHODS Male C57BL/6 mice were subjected to SAH by endovascular perforation. Distribution of SAH was defined by T2*-weighted images within 1h after SAH. Prevalence and location of acute infarction were assessed by diffusion-weighted MR images on day 1 after the induction. RESULTS Among 72 mice successfully acquired post-SAH MR images, 29 (40%) developed acute infarction. Location of the infarcts was classified into either single infarct (ipsilateral cortex, n=12; caudate putamen, n=3; hippocampus, n=1) or multiple lesions (cortex and caudate putamen, n=6; cortex and hippocampus, n=2; cortex, hippocampus and thalamus/hypothalamus, n=3; bilateral cortex, n=2). The mortality rate within 24h was significantly higher in mice with multiple infarcts than those with single lesion (30% versus 0%; P=0.03). Distribution of the ischemic lesion positively correlated with MRI-evidenced SAH grading (r2=0.31, P=0.0002). CONCLUSION Experimental SAH immediately after the vessel perforation can induce acute cerebral infarction in varying vascular territories, resulting in increased mortality. The present model may in part, help researchers to interpret the mechanism of clinically-evidenced early multiple combined infarction.
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Affiliation(s)
- Kazumasu Sasaki
- Research Institute for Brain and Blood Vessels-AKITA, Akita, Japan; Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| | - Tatsushi Mutoh
- Research Institute for Brain and Blood Vessels-AKITA, Akita, Japan; Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan.
| | | | - Ikuho Kojima
- Research Institute for Brain and Blood Vessels-AKITA, Akita, Japan; Department of Oral Diagnosis & Radiology, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Yasuyuki Taki
- Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| | - Jose Ignacio Suarez
- Department of Neurology-Vascular Neurology and Neurocritical Care, Baylor College of Medicine, Houston, TX, USA
| | - Tatsuya Ishikawa
- Research Institute for Brain and Blood Vessels-AKITA, Akita, Japan
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