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Zajic P, Engelbrecht T, Graf A, Metnitz B, Moreno R, Posch M, Rhodes A, Metnitz P. Intensive care unit caseload and workload and their association with outcomes in critically unwell patients: a large registry-based cohort analysis. Crit Care 2024; 28:304. [PMID: 39277756 PMCID: PMC11401295 DOI: 10.1186/s13054-024-05090-z] [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: 07/14/2024] [Accepted: 09/08/2024] [Indexed: 09/17/2024] Open
Abstract
BACKGROUND Too high or too low patient volumes and work amounts may overwhelm health care professionals and obstruct processes or lead to inadequate personnel routine and process flow. We sought to evaluate, whether an association between current caseload, current workload, and outcomes exists in intensive care units (ICU). METHODS Retrospective cohort analysis of data from an Austrian ICU registry. Data on patients aged ≥ 18 years admitted to 144 Austrian ICUs between 2013 and 2022 were included. A Cox proportional hazards model with ICU mortality as the outcome of interest adjusted with patients' respective SAPS 3, current ICU caseload (measured by ICU occupancy rates), and current ICU workload (measured by median TISS-28 per ICU) as time-dependent covariables was constructed. Subgroup analyses were performed for types of ICUs, hospital care level, and pre-COVID or intra-COVID period. RESULTS 415 584 patient admissions to 144 ICUs were analysed. Compared to ICU caseloads of 76 to 100%, there was no significant relationship between overuse of ICU capacity and risk of death [HR (95% CI) 1.06 (0.99-1.15), p = 0.110 for > 100%], but for lower utilisation [1.09 (1.02-1.16), p = 0.008 for ≤ 50% and 1.10 (1.05-1.15), p < 0.0001 for 51-75%]. Exceptions were significant associations for caseloads > 100% between 2020 and 2022 [1.18 (1.06-1.30), p = 0.001], i.e., the intra-COVID period. Compared to the reference category of median TISS-28 21-30, lower [0.88 (0.78-0.99), p = 0.049 for ≤ 20], but not higher workloads were significantly associated with risk of death. High workload may be associated with higher mortality in local hospitals [1.09 (1.01-1.19), p = 0.035 for 31-40, 1.28 (1.02-1.60), p = 0.033 for > 40]. CONCLUSIONS In a system with comparably high intensive care resources and mandatory staffing levels, patients' survival chances are generally not affected by high intensive care unit caseload and workload. However, extraordinary circumstances, such as the COVID-19 pandemic, may lead to higher risk of death, if planned capacities are exceeded. High workload in ICUs in smaller hospitals with lower staffing levels may be associated with increased risk of death.
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Affiliation(s)
- Paul Zajic
- Department of Anaesthesiology and Intensive Care Medicine, Medical University of Graz, Auenbruggerplatz 5, 8036, Graz, Austria.
| | - Teresa Engelbrecht
- Center for Medical Data Science, Medical University of Vienna, Vienna, Austria
| | - Alexandra Graf
- Center for Medical Data Science, Medical University of Vienna, Vienna, Austria
| | - Barbara Metnitz
- Austrian Center for Documentation and Quality Assurance in Intensive Care, Vienna, Austria
| | - Rui Moreno
- Hospital de São José, Unidade Local de Saúde São José, Lisbon, Portugal
- Centro Clínico Académico de Lisboa, Lisbon, Portugal
- Faculdade de Ciências da Saúde, Universidade da Beira Interior, Lisbon, Portugal
| | - Martin Posch
- Center for Medical Data Science, Medical University of Vienna, Vienna, Austria
| | - Andrew Rhodes
- Adult Critical Care, St. George's University Hospitals NHS Foundation Trust, St. George's University of London, London, UK
| | - Philipp Metnitz
- Department of Anaesthesiology and Intensive Care Medicine, Medical University of Graz, Auenbruggerplatz 5, 8036, Graz, Austria
- Austrian Center for Documentation and Quality Assurance in Intensive Care, Vienna, Austria
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Raj R, Moser A, Starkopf J, Reinikainen M, Varpula T, Jakob SM, Takala J. Variation in Severity-Adjusted Resource use and Outcome for Neurosurgical Emergencies in the Intensive Care Unit. Neurocrit Care 2024; 40:251-261. [PMID: 37100975 PMCID: PMC10861740 DOI: 10.1007/s12028-023-01723-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 03/27/2023] [Indexed: 04/28/2023]
Abstract
BACKGROUND The correlation between the standardized resource use ratio (SRUR) and standardized hospital mortality ratio (SMR) for neurosurgical emergencies is not known. We studied SRUR and SMR and the factors affecting these in patients with traumatic brain injury (TBI), nontraumatic intracerebral hemorrhage (ICH), and subarachnoid hemorrhage (SAH). METHODS We extracted data of patients treated in six university hospitals in three countries (2015-2017). Resource use was measured as SRUR based on purchasing power parity-adjusted direct costs and either intensive care unit (ICU) length of stay (costSRURlength of stay) or daily Therapeutic Intervention Scoring System scores (costSRURTherapeutic Intervention Scoring System). Five a priori defined variables reflecting differences in structure and organization between the ICUs were used as explanatory variables in bivariable models, separately for the included neurosurgical diseases. RESULTS Out of 28,363 emergency patients treated in six ICUs, 6,162 patients (22%) were admitted with a neurosurgical emergency (41% nontraumatic ICH, 23% SAH, 13% multitrauma TBI, and 23% isolated TBI). The mean costs for neurosurgical admissions were higher than for nonneurosurgical admissions, and the neurosurgical admissions corresponded to 23.6-26.0% of all direct costs related to ICU emergency admissions. A higher physician-to-bed ratio was associated with lower SMRs in the nonneurosurgical admissions but not in the neurosurgical admissions. In patients with nontraumatic ICH, lower costSRURs were associated with higher SMRs. In the bivariable models, independent organization of an ICU was associated with lower costSRURs in patients with nontraumatic ICH and isolated/multitrauma TBI but with higher SMRs in patients with nontraumatic ICH. A higher physician-to-bed ratio was associated with higher costSRURs for patients with SAH. Larger units had higher SMRs for patients with nontraumatic ICH and isolated TBI. None of the ICU-related factors were associated with costSRURs in nonneurosurgical emergency admissions. CONCLUSIONS Neurosurgical emergencies constitute a major proportion of all emergency ICU admissions. A lower SRUR was associated with higher SMR in patients with nontraumatic ICH but not for the other diagnoses. Different organizational and structural factors seemed to affect resource use for the neurosurgical patients compared with nonneurosurgical patients. This emphasizes the importance of case-mix adjustment when benchmarking resource use and outcomes.
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Affiliation(s)
- Rahul Raj
- Department of Neurosurgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.
| | - André Moser
- CTU Bern, University of Bern, Bern, Switzerland
| | - Joel Starkopf
- Anaesthesiology and Intensive Care Clinic, University of Tartu and Tartu University Hospital, Tartu, Estonia
| | - Matti Reinikainen
- Department of Anesthesiology and Intensive Care, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Tero Varpula
- Division of Intensive Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Stephan M Jakob
- Department of Intensive Care Medicine, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Jukka Takala
- Department of Intensive Care Medicine, Bern University Hospital, University of Bern, Bern, Switzerland
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Vehviläinen J, Virta JJ, Skrifvars MB, Reinikainen M, Bendel S, Ala-Kokko T, Hoppu S, Laitio R, Siironen J, Raj R. Effect of antiplatelet and anticoagulant medication use on injury severity and mortality in patients with traumatic brain injury treated in the intensive care unit. Acta Neurochir (Wien) 2023; 165:4003-4012. [PMID: 37910309 PMCID: PMC10739466 DOI: 10.1007/s00701-023-05850-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 10/17/2023] [Indexed: 11/03/2023]
Abstract
BACKGROUND Antiplatelet and anticoagulant medication are increasingly common and can increase the risks of morbidity and mortality in traumatic brain injury (TBI) patients. Our study aimed to quantify the association of antiplatelet or anticoagulant use in intensive care unit (ICU)-treated TBI patients with 1-year mortality and head CT findings. METHOD We conducted a retrospective, multicenter observational study using the Finnish Intensive Care Consortium database. We included adult TBI patients admitted to four university hospital ICUs during 2003-2013. The patients were followed up until the end of 2016. The national drug reimbursement database provided information on prescribed medication for our study. We used multivariable logistic regression models to assess the association between TBI severity, prescribed antiplatelet and anticoagulant medication, and their association with 1-year mortality. RESULTS Of 3031 patients, 128 (4%) had antiplatelet and 342 (11%) anticoagulant medication before their TBI. Clopidogrel (2%) and warfarin (9%) were the most common antiplatelets and anticoagulants. Three patients had direct oral anticoagulant (DOAC) medication. The median age was higher among antiplatelet/anticoagulant users than in non-users (70 years vs. 52 years, p < 0.001), and their head CT findings were more severe (median Helsinki CT score 3 vs. 2, p < 0.05). In multivariable analysis, antiplatelets (OR 1.62, 95% CI 1.02-2.58) and anticoagulants (OR 1.43, 95% CI 1.06-1.94) were independently associated with higher odds of 1-year mortality. In a sensitivity analysis including only patients over 70, antiplatelets (OR 2.28, 95% CI 1.16-4.22) and anticoagulants (1.50, 95% CI 0.97-2.32) were associated with an increased risk of 1-year mortality. CONCLUSIONS Both antiplatelet and anticoagulant use before TBI were risk factors in our study for 1-year mortality. Antiplatelet and anticoagulation medication users had a higher radiological intracranial injury burden than non-users defined by the Helsinki CT score. Further investigation on the effect of DOACs on mortality should be done in ICU-treated TBI patients.
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Affiliation(s)
- Juho Vehviläinen
- Department of Neurosurgery, Helsinki University Hospital and University of Helsinki, Haartmaninkatu 4, PL320, 00029 HUS, Helsinki, Finland.
| | - Jyri J Virta
- Perioperative and Intensive Care, Division of Intensive Care, Helsinki University Hospital, Helsinki, Finland
| | - Markus B Skrifvars
- Department of Emergency Care and Services, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Matti Reinikainen
- Department of Intensive Care, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Stepani Bendel
- Department of Intensive Care, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Tero Ala-Kokko
- Department of Intensive Care, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Sanna Hoppu
- Department of Intensive Care and Emergency Medicine Services, Tampere University Hospital and Tampere University, Tampere, Finland
| | - Ruut Laitio
- Department of Intensive Care, Turku University Hospital and University of Turku, Turku, Finland
| | - Jari Siironen
- Department of Neurosurgery, Helsinki University Hospital and University of Helsinki, Haartmaninkatu 4, PL320, 00029 HUS, Helsinki, Finland
| | - Rahul Raj
- Department of Neurosurgery, Helsinki University Hospital and University of Helsinki, Haartmaninkatu 4, PL320, 00029 HUS, Helsinki, Finland
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Réa-Neto Á, Bernardelli RS, de Oliveira MC, David-João PG, Kozesinski-Nakatani AC, Falcão ALE, Kurtz PMP, Teive HAG. Epidemiology and disease burden of patients requiring neurocritical care: a Brazilian multicentre cohort study. Sci Rep 2023; 13:18595. [PMID: 37903826 PMCID: PMC10616165 DOI: 10.1038/s41598-023-44261-w] [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: 03/03/2023] [Accepted: 10/05/2023] [Indexed: 11/01/2023] Open
Abstract
Acute neurological emergencies are highly prevalent in intensive care units (ICUs) and impose a substantial burden on patients. This study aims to describe the epidemiology of patients requiring neurocritical care in Brazil, and their differences based on primary acute neurological diagnoses and to identify predictors of mortality and unfavourable outcomes, along with the disease burden of each condition at intensive care unit admission. This prospective cohort study included patients requiring neurocritical care admitted to 36 ICUs in four Brazilian regions who were followed for 30 days or until ICU discharge (Aug-Sep in 2018, 1 month). Of 4245 patients admitted to the participating ICUs, 1194 (28.1%) were patients with acute neurological disorders requiring neurocritical care and were included. Patients requiring neurocritical care had a mean mortality rate 1.7 times higher than ICU patients not requiring neurocritical care (17.21% versus 10.1%, respectively). Older age, emergency admission, higher number of potential secondary injuries, and worse APACHE II, SAPS III, SOFA, and Glasgow coma scale scores on ICU admission are independent predictors of mortality and poor outcome among patients with acute neurological diagnoses. The estimated total DALYs were 4482.94 in the overall cohort, and the diagnosis with the highest DALYs was traumatic brain injury (1634.42). Clinical, epidemiological, treatment, and ICU outcome characteristics vary according to the primary neurologic diagnosis. Advanced age, a lower GCS score and a higher number of potential secondary injuries are independent predictors of mortality and unfavourable outcomes in patients requiring neurocritical care. The findings of this study are essential to guide education policies, prevention, and treatment of severe acute neurocritical diseases.
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Affiliation(s)
- Álvaro Réa-Neto
- Center for Studies and Research in Intensive Care Medicine (CEPETI), Curitiba, Brazil.
- Internal Medicine Department, Hospital de Clínicas, Federal University of Paraná, Curitiba, Paraná, Brazil.
- Neurological Institute of Curitiba Hospital, Curitiba, Paraná, Brazil.
| | - Rafaella Stradiotto Bernardelli
- Center for Studies and Research in Intensive Care Medicine (CEPETI), Curitiba, Brazil
- School of Medicine and Life Sciences, Pontifical Catholic University of Paraná, Curitiba, Paraná, Brazil
| | - Mirella Cristine de Oliveira
- Center for Studies and Research in Intensive Care Medicine (CEPETI), Curitiba, Brazil
- Complexo Hospitalar do Trabalhador (CHT), Curitiba, Paraná, Brazil
| | - Paula Geraldes David-João
- Center for Studies and Research in Intensive Care Medicine (CEPETI), Curitiba, Brazil
- Department of Critical Patients, Hospital Municipal Dr Moysés Deutsch, São Paulo, São Paulo, Brazil
| | | | - Antônio Luís Eiras Falcão
- Medical School, University of Campinas (UNICAMP), Campinas, São Paulo, Brazil
- Head of the Intensive Care Unit, Hospital de Clínicas de Campinas, Campinas, São Paulo, Brazil
| | - Pedro Martins Pereira Kurtz
- D'Or Institute of Research and Education, Rio de Janeiro, Rio de Janeiro, Brazil
- Hospital Copa Star, Rio de Janeiro, Rio de Janeiro, Brazil
- Instituto Estadual do Cérebro Paulo Niemeyer, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Hélio Afonso Ghizoni Teive
- Neurology Service, Movement Disorders Unit, Internal Medicine Department, Hospital de Clínicas, Federal University of Paraná, Curitiba, Paraná, Brazil
- Postgraduate Program in Internal Medicine, Neurological Diseases Group, Federal University of Paraná, Curitiba, Paraná, Brazil
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5
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Skrifvars MB, Luethi N, Bailey M, French C, Nichol A, Trapani T, McArthur C, Arabi YM, Bendel S, Cooper DJ, Bellomo R. The effect of recombinant erythropoietin on long-term outcome after moderate-to-severe traumatic brain injury. Intensive Care Med 2023; 49:831-839. [PMID: 37405413 PMCID: PMC10353955 DOI: 10.1007/s00134-023-07141-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 06/12/2023] [Indexed: 07/06/2023]
Abstract
PURPOSE Recombinant erythropoietin (EPO) administered for traumatic brain injury (TBI) may increase short-term survival, but the long-term effect is unknown. METHODS We conducted a pre-planned long-term follow-up of patients in the multicentre erythropoietin in TBI trial (2010-2015). We invited survivors to follow-up and evaluated survival and functional outcome with the Glasgow Outcome Scale-Extended (GOSE) (categories 5-8 = good outcome), and secondly, with good outcome determined relative to baseline function (sliding scale). We used survival analysis to assess time to death and absolute risk differences (ARD) to assess favorable outcomes. We categorized TBI severity with the International Mission for Prognosis and Analysis of Clinical Trials in TBI model. Heterogeneity of treatment effects were assessed with interaction p-values based on the following a priori defined subgroups, the severity of TBI, and the presence of an intracranial mass lesion and multi-trauma in addition to TBI. RESULTS Of 603 patients in the original trial, 487 patients had survival data; 356 were included in the follow-up at a median of 6 years from injury. There was no difference between treatment groups for patient survival [EPO vs placebo hazard ratio (HR) (95% confidence interval (CI) 0.73 (0.47-1.14) p = 0.17]. Good outcome rates were 110/175 (63%) in the EPO group vs 100/181 (55%) in the placebo group (ARD 8%, 95% CI [Formula: see text] 3 to 18%, p = 0.14). When good outcome was determined relative to baseline risk, the EPO groups had better GOSE (sliding scale ARD 12%, 95% CI 2-22%, p = 0.02). When considering long-term patient survival, there was no evidence for heterogeneity of treatment effect (HTE) according to severity of TBI (p = 0.85), presence of an intracranial mass lesion (p = 0.48), or whether the patient had multi-trauma in addition to TBI (p = 0.08). Similarly, no evidence of treatment heterogeneity was seen for the effect of EPO on functional outcome. CONCLUSION EPO neither decreased overall long-term mortality nor improved functional outcome in moderate or severe TBI patients treated in the intensive care unit (ICU). The limited sample size makes it difficult to make final conclusions about the use of EPO in TBI.
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Affiliation(s)
- Markus B Skrifvars
- Department of Emergency Medicine and Services, Helsinki University Hospital and University of Helsinki, PB 340, 00029 HUS, Helsinki, Finland.
| | - Nora Luethi
- Department of Emergency Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Michael Bailey
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Craig French
- Department of Intensive Care, Western Health, Melbourne, VIC, Australia
| | - Alistair Nichol
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- School of Medicine and Medical Sciences, University College Dublin, Dublin, Ireland
| | - Tony Trapani
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Colin McArthur
- Department of Critical Care Medicine, Auckland City Hospital, Auckland, New Zealand
| | - Yaseen M Arabi
- Intensive Care Department, King Saud Bin Abdulaziz University for Health Sciences, King Abdullah International Medical Research Center, Ministry of National Guard Health Affairs, Riyadh, Saudi Arabia
| | - Stepani Bendel
- Department of Anesthesiology and Intensive Care, Kuopio University Hospital and University of Eastern, Kuopio, Finland
| | - David J Cooper
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Rinaldo Bellomo
- Department of Intensive Care, Austin Health, Melbourne, VIC, Australia
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Xu R, Nair SK, Materi J, Raj D, Park G, Medikonda R, Alomari S, Kim T, Xia Y, Huang J, Lim M, Bettegowda C. Safety and Cost Savings Associated with Reduced Inpatient Hospitalization for Microvascular Decompression. World Neurosurg 2022; 166:e504-e510. [PMID: 35842175 DOI: 10.1016/j.wneu.2022.07.037] [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: 03/15/2022] [Revised: 07/08/2022] [Accepted: 07/08/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVES Microvascular decompression (MVD) has grown as a first-line surgical intervention for severe facial pain from trigeminal neuralgia and/or hemifacial spasm. We sought to examine the safety and cost-benefits of discharging patients with MVD within 1 day of admission. METHODS We retrospectively reviewed patients undergoing MVD at our institution from 2008 to 2020. Patients were sorted by 1 day, 2 days, or >2 days until discharge and by year from 2008 to 2013, 2014 to 2018, or 2019 to 2020. Patient presenting characteristics, intraoperative measures, and complications were documented. Statistical differences were calculated by one-way analysis of variance and χ2 analyses. RESULTS Our cohort included 976 patients undergoing MVD, with 231 (23.6%) between 2008 and 2013, 517 (52.9%) between 2014 and 2018, and 228 (23.3%) between 2019 and 2020. Over time, postoperative admission rates to the critical care unit, total inpatient hospital admission times, and Barrow Neurological Institute scores at first follow-up decreased. Postoperative complications, including cerebrospinal fluid leak, decreased significantly. In addition, patients discharged within 1 day of admission incurred a total hospital cost of $26,689, which was $3588 lower than patients discharged within more than 1 day of admission, P < 0.0001. Discharging carefully selected patients who are appropriate for discharge within 1 day of admission could translate to a potential cost-savings of $255,346 per year in our clinical practice. CONCLUSIONS In our experience, MVDs are a safe, elective intervention. Our findings suggest that postoperative day 1 discharge in patients with an uncomplicated postoperative course may be safe while improving hospital resource use.
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Affiliation(s)
- Risheng Xu
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Sumil K Nair
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Joshua Materi
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Divyaansh Raj
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Giho Park
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Ravi Medikonda
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Safwan Alomari
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Timothy Kim
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Yuanxuan Xia
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Judy Huang
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Michael Lim
- Department of Neurosurgery, Stanford University School of Medicine, Stanford, California, USA
| | - Chetan Bettegowda
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
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Smeds M, Skrifvars MB, Reinikainen M, Bendel S, Hoppu S, Laitio R, Ala-Kokko T, Curtze S, Sibolt G, Martinez-Majander N, Raj R. One-year healthcare costs of patients with spontaneous intracerebral hemorrhage treated in the intensive care unit. Eur Stroke J 2022; 7:267-279. [PMID: 36082247 PMCID: PMC9446333 DOI: 10.1177/23969873221094705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 03/30/2022] [Indexed: 11/17/2022] Open
Abstract
Background Spontaneous intracerebral hemorrhage (ICH) entails significant mortality and morbidity. Severely ill ICH patients are treated in intensive care units (ICUs), but data on 1-year healthcare costs and patient care cost-effectiveness are lacking. Methods Retrospective multi-center study of 959 adult patients treated for spontaneous ICH from 2003 to 2013. The primary outcomes were 12-month mortality or permanent disability, defined as being granted a permanent disability allowance or pension by the Social Insurance Institution by 2016. Total healthcare costs were hospital, rehabilitation, and social security costs within 12 months. A multivariable linear regression of log transformed cost data, adjusting for case mix, was used to assess independent factors associated with costs. Results Twelve-month mortality was 45% and 51% of the survivors were disabled at the end of follow-up. The mean 12-month total cost was €49,754, of which rehabilitation, tertiary hospital and social security costs accounted for 45%, 39%, and 16%, respectively. The highest effective cost per independent survivor (ECPIS) was noted among patients aged >70 years with brainstem ICHs, low Glasgow Coma Scale (GCS) scores, larger hematoma volumes, intraventricular hemorrhages, and ICH scores of 3. In multivariable analysis, age, GCS score, and severity of illness were associated independently with 1-year healthcare costs. Conclusions Costs associated with ICHs vary between patient groups, and the ECPIS appears highest among patients older than 70 years and those with brainstem ICHs and higher ICH scores. One-third of financial resources were used for patients with favorable outcomes. Further detailed cost-analysis studies for patients with an ICH are required.
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Affiliation(s)
- Marika Smeds
- Department of Emergency Care and
Services, Helsinki University Hospital and University of Helsinki, Helsinki,
Finland
| | - Markus B Skrifvars
- Department of Emergency Care and
Services, Helsinki University Hospital and University of Helsinki, Helsinki,
Finland
| | - Matti Reinikainen
- Department of Intensive Care, Kuopio
University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Stepani Bendel
- Department of Intensive Care, Kuopio
University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Sanna Hoppu
- Department of Intensive Care, Tampere
University Hospital and University of Tampere, Tampere, Finland
| | - Ruut Laitio
- Department of Department of
Perioperative Services, Intensive Care and Pain Management, Turku University
Hospital and University of Turku, Turku, Finland
| | - Tero Ala-Kokko
- Department of Intensive Care, Oulu
University Hospital and University of Oulu, Oulu, Finland
| | - Sami Curtze
- Department of Neurology, Helsinki
University Hospital and University of Helsinki, Helsinki, Finland
| | - Gerli Sibolt
- Department of Neurology, Helsinki
University Hospital and University of Helsinki, Helsinki, Finland
| | | | - Rahul Raj
- Department of Neurosurgery, Helsinki
University Hospital and University of Helsinki, Helsinki, Finland
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8
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Oami T, Imaeda T, Nakada TA, Abe T, Takahashi N, Yamao Y, Nakagawa S, Ogura H, Shime N, Umemura Y, Matsushima A, Fushimi K. Temporal trends of medical cost and cost-effectiveness in sepsis patients: a Japanese nationwide medical claims database. J Intensive Care 2022; 10:33. [PMID: 35836301 PMCID: PMC9281011 DOI: 10.1186/s40560-022-00624-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 07/01/2022] [Indexed: 12/29/2022] Open
Abstract
Background Sepsis is the leading cause of death worldwide. Although the mortality of sepsis patients has been decreasing over the past decade, the trend of medical costs and cost-effectiveness for sepsis treatment remains insufficiently determined. Methods We conducted a retrospective study using the nationwide medical claims database of sepsis patients in Japan between 2010 and 2017. After selecting sepsis patients with a combined diagnosis of presumed serious infection and organ failure, patients over the age of 20 were included in this study. We investigated the annual trend of medical costs during the study period. The primary outcome was the annual trend of the effective cost per survivor, calculated from the gross medical cost and number of survivors per year. Subsequently, we performed subgroup and multiple regression analyses to evaluate the association between the annual trend and medical costs. Results Among 50,490,128 adult patients with claims, a total of 1,276,678 patients with sepsis were selected from the database. Yearly gross medical costs to treat sepsis gradually increased over the decade from $3.04 billion in 2010 to $4.38 billion in 2017, whereas the total medical cost per hospitalization declined (rate = − $1075/year, p < 0.0001). While the survival rate of sepsis patients improved during the study period, the effective cost per survivor significantly decreased (rate = − $1806/year [95% CI − $2432 to − $1179], p = 0.001). In the subgroup analysis, the trend of decreasing medical cost per hospitalization remained consistent among the subpopulation of age, sex, and site of infection. After adjusting for age, sex (male), number of chronic diseases, site of infection, intensive care unit (ICU) admission, surgery, and length of hospital stay, the admission year was significantly associated with reduced medical costs. Conclusions We demonstrated an improvement in annual cost-effectiveness in patients with sepsis between 2010 and 2017. The annual trend of reduced costs was consistent after adjustment with the confounders altering hospital expenses. Supplementary Information The online version contains supplementary material available at 10.1186/s40560-022-00624-5.
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Affiliation(s)
- Takehiko Oami
- Department of Emergency and Critical Care Medicine, Chiba University Graduate School of Medicine, 1-8-1 Inohana, Chuo, Chiba, 260-8677, Japan
| | - Taro Imaeda
- Department of Emergency and Critical Care Medicine, Chiba University Graduate School of Medicine, 1-8-1 Inohana, Chuo, Chiba, 260-8677, Japan
| | - Taka-Aki Nakada
- Department of Emergency and Critical Care Medicine, Chiba University Graduate School of Medicine, 1-8-1 Inohana, Chuo, Chiba, 260-8677, Japan.
| | - Toshikazu Abe
- Health Services Research and Development Center, University of Tsukuba, Tsukuba, Japan.,Department of Emergency and Critical Care Medicine, Tsukuba Memorial Hospital, Tsukuba, Japan
| | - Nozomi Takahashi
- Department of Emergency and Critical Care Medicine, Chiba University Graduate School of Medicine, 1-8-1 Inohana, Chuo, Chiba, 260-8677, Japan
| | - Yasuo Yamao
- Department of Emergency and Critical Care Medicine, Chiba University Graduate School of Medicine, 1-8-1 Inohana, Chuo, Chiba, 260-8677, Japan
| | - Satoshi Nakagawa
- Department of Critical Care Medicine, National Center for Child Health and Development, Tokyo, Japan
| | - Hiroshi Ogura
- Department of Traumatology and Acute Critical Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Nobuaki Shime
- Department of Emergency and Critical Care Medicine, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Yutaka Umemura
- Department of Traumatology and Acute Critical Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Asako Matsushima
- Department of Emergency & Critical Care, Graduate School of Medical Sciences, Nagoya City University, Aichi, Japan
| | - Kiyohide Fushimi
- Department of Health Policy and Informatics, Tokyo Medical and Dental University Graduate School of Medical and Dental Sciences, Tokyo, Japan
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9
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Gantner D, Wiegers E, Bragge P, Finfer S, Delaney A, van Essen T, Peul WC, Maas A, Cooper DJ. Decompressive craniectomy practice following traumatic brain injury, in comparison with randomized trials. J Neurotrauma 2022; 39:860-869. [PMID: 35243877 DOI: 10.1089/neu.2021.0312] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
High quality evidence shows decompressive craniectomy (DC) following traumatic brain injury (TBI) may improve survival but increase the number of severely disabled survivors. Contemporary international practice is unknown. We sought to describe international use of DC, and the alignment with evidence and clinical practice guidelines, by analyzing the harmonized CENTER-TBI and OzENTER-TBI Core study datasets. These include patients admitted to ICUs in Europe, the United Kingdom and Australia between 2015 and 2017. Outcomes of interest were treatment with DC relative to clinical trial evidence and the Brain Trauma Foundation guidelines. Of 2336 people admitted to ICUs following TBI, DC was performed in 320 (13.7%): in 64/1422 (4.5%) patients with diffuse TBI, and 195/640 (30.5%) patients with traumatic mass lesions. Secondary DC (for treatment of intracranial hypertension) was used infrequently in patients who met enrolment criteria of the two randomised clinical trials informing the guidelines: in 11/124 (8.9%) of those matching DECRA enrolment, and in 30/224 (13.4%) of those matching RESCUEicp. Of patients who underwent DC 258/320 (80.6%) were ineligible for either trial: 149/320 (46.6%) underwent primary DC, 62/320 (19.4%) were outside the trials' age criteria, and 126/320 (39.4%) did not develop intracranial hypertension refractory to non-operative therapies prior to DC. Secondary DC was used infrequently in patients in whom it had been shown to be potentially harmful, indicating alignment between contemporaneous evidence and practice. However, most patients who underwent DC were ineligible for the key trials; whether they benefitted from DC remains unknown.
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Affiliation(s)
- Dashiell Gantner
- Monash University, 2541, Australian and New Zealand Intensive Care Research Centre, 553 St Kilda Rd, Melbourne, Victoria, Australia, 3004.,Alfred Health, 5392, Department of Intensive Care, 55 Commercial Rd, Melbourne, Victoria, Australia, 3004;
| | - Eveline Wiegers
- Erasmus University Rotterdam, 6984, Department of Public Health, Kortenaerstraat 22, J, Rotterdam, Zuid-Holland, Netherlands, 3012VD;
| | - Peter Bragge
- National Trauma Research Institute, 89 Commercial Road, Prahran, Melbourne, Victoria, Australia, 3004;
| | - Simon Finfer
- Royal North Shore Hospital, Intensive Care Unit, Pacific Highway, Sydney, New South Wales, Australia, 2076;
| | - Anthony Delaney
- The George Institute for Global Health, 211065, Newtown, New South Wales, Australia;
| | | | - Wilco C Peul
- Leiden University Medical Center, 4501, Neurosurgery, LUMC, Albinusdreef 2, Leiden, Holland, Netherlands, 2300 RC.,Medical Centre Haaglanden, 2901, Neurosurgery, Den Haag, Netherlands, 2501 CK;
| | - Andrew Maas
- University Hospital Antwerp, Neurosurgery, Wilrijkstraat 10, Edegem, Belgium, 2650.,Netherlands;
| | - D James Cooper
- The Alfred, Intensive Care, Commercial Road, Melbourne, Victoria, Australia, 3004.,Monash University, ANZIC-RC, Level 6, The Alfred Centre, 99 Commercial Road, Melbourne, Victoria, Australia, 3004;
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10
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Nevalainen N, Luoto TM, Iverson GL, Mattila VM, Huttunen TT. Craniotomies following acute traumatic brain injury in Finland-a national study between 1997 and 2018. Acta Neurochir (Wien) 2022; 164:625-633. [PMID: 35119493 PMCID: PMC8913452 DOI: 10.1007/s00701-022-05140-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 01/24/2022] [Indexed: 11/25/2022]
Abstract
Background A number of patients who sustain a traumatic brain injury (TBI) require surgical intervention due to acute intracranial bleeding. The aim of this retrospective study was to assess the national trends of acute craniotomies following TBI in the Finnish adult population. Methods The data were collected retrospectively from the Finnish Care Register for Health Care (1997–2018). The study cohort covered all first-time registered craniotomies following TBI in patients aged 18 years or older. A total of 7627 patients (median age = 59 years, men = 72%) were identified. Results The total annual incidence of acute trauma craniotomies decreased by 33%, from 8.6/100,000 in 1997 to 5.7/100,000 in 2018. The decrease was seen in both genders and all age groups, as well as all operation subgroups (subdural hematoma, SDH; epidural hematoma, EDH; intracerebral hematoma, ICH). The greatest incidence rate of 15.4/100,000 was found in patients 70 years or older requiring an acute trauma craniotomy. The majority of surgeries were due to an acute SDH and the patients were more often men. The difference between genders decreased with age (18–39 years = 84% men, 40–69 = 78% men, 70 + years = 55% men). The median age of the patients increased from 58 to 65 years during the 22-year study period. Conclusions The number of trauma craniotomies is gradually decreasing; nonetheless, the incidence of TBI-related craniotomies remains high among geriatric patients. Further studies are needed to determine the indications and derive evidence-based guidelines for the neurosurgical care of older adults with TBIs to meet the challenges of the growing elderly population.
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Affiliation(s)
- Nea Nevalainen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Teemu M. Luoto
- Department of Neurosurgery, Tampere University Hospital and Tampere University, Tampere, Finland
| | - Grant L. Iverson
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, USA
- Spaulding Rehabilitation Hospital and Spaulding Research Institute, Boston, USA
- Home Base, A Red Sox Foundation and Massachusetts General Hospital Program, Charlestown, MA USA
| | - Ville M. Mattila
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Division of Orthopaedics and Traumatology, Department of Trauma, Musculoskeletal Surgery and Rehabilitation, Tampere University Hospital, Tampere, Finland
- Coxa Joint Replacement Hospital, Tampere, Finland
| | - Tuomas T. Huttunen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Department of Cardio-Thoracic Surgery, Tampere Heart Hospital, Tampere University Hospital, Tampere, Finland
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11
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Alghnam S, Alqahtani MM, Alzahrani HA, Alqahtani AS, Albabtain IT, Alsheikh KA, Alatwi MK, Alkelya MA. Cost of healthcare rehabilitation services following road traffic injuries: Results from a Level-I trauma center in Saudi Arabia. J Family Community Med 2022; 29:1-7. [PMID: 35197722 PMCID: PMC8802726 DOI: 10.4103/jfcm.jfcm_323_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 10/27/2021] [Accepted: 11/16/2021] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND Road traffic injuries (RTIs) are the second leading cause of mortality in Saudi Arabia. The high rate of RTIs puts a strain on rehabilitation services. Yet, little is known of the economic burden of nonfatal RTIs and rehabilitation services. This study, therefore, aims to describe the annual rehabilitation costs associated with RTIs at a local trauma center. MATERIALS AND METHODS This study was conducted among all the 17 years or older patients hospitalized at King Abdulaziz Medical City in Riyadh following RTIs and required rehabilitation care. We included 299 patients who met the inclusion criteria and were followed for one year after discharge from the index hospital. The data was abstracted through retrospective review of patients' medical records. All rehabilitative services utilized by the healthcare system were recorded. To describe the economic burden, the mean, median, standard deviation, and interquartile range (IQR) were calculated. Total costs were aggregated for all patients to estimate overall costs. RESULTS The study population was relatively young (31 years ± 14.4). The total annual rehabilitation cost of patients was Saudi Riyals (SAR) 6,113,781 (IQR: 20,589.3 - 3,125 = 17,464.3), and the average for each patient was SAR 20,447 (median = 7875). Patients aged 40-59 years and ≥60 years accounted for the highest average rehabilitation cost of SAR 31,563.99 and 32,639.21, respectively. Rehabilitation visits incurred the highest cost (mean SAR 1,494,124), followed by bed utilization which cost SAR 1,311,972 and radiology examination at SAR 1,032,261. The cost of motorcycle injuries was relatively higher (SAR 44,441.0) than other injury mechanisms. CONCLUSION This study underlines the economic burden of rehabilitation services resulting from RTIs. Public health interventions are needed to reduce the burden of RTIs by dealing with their preventable causes and improving road safety measures. These findings may be useful to policymakers and researchers to support and improve rehabilitation services in Saudi Arabia.
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Affiliation(s)
- Suliman Alghnam
- Department of Health, Population Health Section, King Abdullah International Medical Research Center, (KAIMRC), King Saud Bin Abdulaziz University for Health Sciences (KSAU HS), Taif, Saudi Arabia
| | - Meshal M. Alqahtani
- Department of Health, Population Health Section, King Abdullah International Medical Research Center, (KAIMRC), King Saud Bin Abdulaziz University for Health Sciences (KSAU HS), Taif, Saudi Arabia
| | - Hosam A. Alzahrani
- Department of Physical Therapy, College of Applied Medical Sciences, Taif University, Taif, Saudi Arabia
| | - Abdulfattah S. Alqahtani
- Department of Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Ibrahim T. Albabtain
- Departments of Surgery and Orthopedics, King Abdulaziz Medical City (KAMC), Riyadh, Saudi Arabia
- College of Medicine, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Khalid A. Alsheikh
- Departments of Surgery and Orthopedics, King Abdulaziz Medical City (KAMC), Riyadh, Saudi Arabia
- College of Medicine, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Mohamed K. Alatwi
- Department of Physical Medicine and Rehabilitation, King Fahad Medical City (KFMC), Riyadh, Saudi Arabia
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12
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Early thrombocytopenia is associated with an increased risk of mortality in patients with traumatic brain injury treated in the intensive care unit: a Finnish Intensive Care Consortium study. Acta Neurochir (Wien) 2022; 164:2731-2740. [PMID: 35838800 PMCID: PMC9519714 DOI: 10.1007/s00701-022-05277-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 06/06/2022] [Indexed: 01/26/2023]
Abstract
BACKGROUND Coagulopathy after traumatic brain injury (TBI) is associated with poor prognosis. PURPOSE To assess the prevalence and association with outcomes of early thrombocytopenia in patients with TBI treated in the intensive care unit (ICU). METHODS This is a retrospective multicenter study of adult TBI patients admitted to ICUs during 2003-2019. Thrombocytopenia was defined as a platelet count < 100 × 109/L during the first day. The association between thrombocytopenia and hospital and 12-month mortality was tested using multivariable logistic regression, adjusting for markers of injury severity. RESULTS Of 4419 patients, 530 (12%) had early thrombocytopenia. In patients with thrombocytopenia, hospital and 12-month mortality were 26% and 48%, respectively; in patients with a platelet count > 100 × 109/L, they were 9% and 22%, respectively. After adjusting for injury severity, a higher platelet count was associated with decreased odds of hospital mortality (OR 0.998 per unit, 95% CI 0.996-0.999) and 12-month mortality (OR 0.998 per unit, 95% CI 0.997-0.999) in patients with moderate-to-severe TBI. Compared to patients with a normal platelet count, patients with thrombocytopenia not receiving platelet transfusion had an increased risk of 12-month mortality (OR 2.2, 95% CI 1.6-3.0), whereas patients with thrombocytopenia receiving platelet transfusion did not (OR 1.0, 95% CI 0.6-1.7). CONCLUSION Early thrombocytopenia occurs in approximately one-tenth of patients with TBI treated in the ICU, and it is an independent risk factor for mortality in patients with moderate-to-severe TBI. Further research is necessary to determine whether this is modifiable by platelet transfusion.
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13
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Luostarinen T, Vehviläinen J, Lindfors M, Reinikainen M, Bendel S, Laitio R, Hoppu S, Ala-Kokko T, Skrifvars M, Raj R. Trends in mortality after intensive care of patients with traumatic brain injury in Finland from 2003 to 2019: a Finnish Intensive Care Consortium study. Acta Neurochir (Wien) 2022; 164:87-96. [PMID: 34725728 PMCID: PMC8761133 DOI: 10.1007/s00701-021-05034-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 10/16/2021] [Indexed: 11/28/2022]
Abstract
Background Several studies have suggested no change in the outcome of patients with traumatic brain injury (TBI) treated in intensive care units (ICUs). This is mainly due to the shift in TBI epidemiology toward older and sicker patients. In Finland, the share of the population aged 65 years and over has increased the most in Europe during the last decade. We aimed to assess changes in 12-month and hospital mortality of patients with TBI treated in the ICU in Finland. Methods We used a national benchmarking ICU database (Finnish Intensive Care Consortium) to study adult patients who had been treated for TBI in four tertiary ICUs in Finland during 2003–2019. We divided admission years into quartiles and used multivariable logistic regression analysis, adjusted for case-mix, to assess the association between admission year and mortality. Results A total of 4535 patients were included. Between 2003–2007 and 2016–2019, the patient median age increased from 54 to 62 years, the share of patients having significant comorbidity increased from 8 to 11%, and patients being dependent on help in activities of daily living increased from 7 to 15%. Unadjusted hospital and 12-month mortality decreased from 18 and 31% to 10% and 23%, respectively. After adjusting for case-mix, a reduction in odds of 12-month and hospital mortality was seen in patients with severe TBI, intracranial pressure monitored patients, and mechanically ventilated patients. Despite a reduction in hospital mortality, 12-month mortality remained unchanged in patients aged ≥ 70 years. Conclusion A change in the demographics of ICU-treated patients with TBI care is evident. The outcome of younger patients with severe TBI appears to improve, whereas long-term mortality of elderly patients with less severe TBI has not improved. This has ramifications for further efforts to improve TBI care, especially among the elderly. Supplementary Information The online version contains supplementary material available at 10.1007/s00701-021-05034-4.
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Affiliation(s)
- Teemu Luostarinen
- Anaesthesiology and Intensive Care, Hyvinkää Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.
| | - Juho Vehviläinen
- Department of Neurosurgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Matias Lindfors
- Department of Neurosurgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Matti Reinikainen
- Department of Anaesthesiology and Intensive Care, Kuopio University Hospital & University of Eastern Finland, Kuopio, Finland
| | - Stepani Bendel
- Department of Anaesthesiology and Intensive Care, Kuopio University Hospital & University of Eastern Finland, Kuopio, Finland
| | - Ruut Laitio
- Department of Perioperative Services, Intensive Care and Pain Management, Turku University Hospital & University of Turku, Turku, Finland
| | - Sanna Hoppu
- Department of Intensive Care and Emergency Medicine Services, Tampere University Hospital & University of Tampere, Tampere, Finland
| | - Tero Ala-Kokko
- Department of Intensive Care, Oulu University Hospital & University of Oulu, Oulu, Finland
| | - Markus Skrifvars
- Department of Emergency Care and Services, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Rahul Raj
- Department of Neurosurgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
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14
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Psychotropic medication use among patients with a traumatic brain injury treated in the intensive care unit: a multi-centre observational study. Acta Neurochir (Wien) 2021; 163:2909-2917. [PMID: 34379205 PMCID: PMC8437905 DOI: 10.1007/s00701-021-04956-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 07/26/2021] [Indexed: 10/25/2022]
Abstract
BACKGROUND Psychiatric sequelae after traumatic brain injury (TBI) are common and may impede recovery. We aimed to assess the occurrence and risk factors of post-injury psychotropic medication use in intensive care unit (ICU)-treated patients with TBI and its association with late mortality. METHODS We conducted a retrospective multi-centre observational study using the Finnish Intensive Care Consortium database. We included adult TBI patients admitted in four university hospital ICUs during 2003-2013 that were alive at 1 year after injury. Patients were followed-up until end of 2016. We obtained data regarding psychotropic medication use through the national drug reimbursement database. We used multivariable logistic regression models to assess the association between TBI severity, treatment-related variables and the odds of psychotropic medication use and its association with late all-cause mortality (more than 1 year after TBI). RESULTS Of 3061 patients, 2305 (75%) were alive at 1 year. Of these, 400 (17%) became new psychotropic medication users. The most common medication types were antidepressants (61%), antipsychotics (35%) and anxiolytics (26%). A higher Glasgow Coma Scale (GCS) score was associated with lower odds (OR 0.93, 95% CI 0.90-0.96) and a diffuse injury with midline shift was associated with higher odds (OR 3.4, 95% CI 1.3-9.0) of new psychotropic medication use. After adjusting for injury severity, new psychotropic medication use was associated with increased odds of late mortality (OR 1.19, 95% CI 1.19-2.17, median follow-up time 6.4 years). CONCLUSIONS Psychotropic medication use is common in TBI survivors. Higher TBI severity is associated with increased odds of psychotropic medication use. New use of psychotropic medications after TBI was associated with increased odds of late mortality. Our results highlight the need for early identification of potential psychiatric sequelae and psychiatric evaluation in TBI survivors.
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15
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Holmström E, Efendijev I, Raj R, Pekkarinen PT, Litonius E, Skrifvars MB. Intensive care-treated cardiac arrest: a retrospective study on the impact of extended age on mortality, neurological outcome, received treatments and healthcare-associated costs. Scand J Trauma Resusc Emerg Med 2021; 29:103. [PMID: 34321064 PMCID: PMC8317381 DOI: 10.1186/s13049-021-00923-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 07/16/2021] [Indexed: 11/10/2022] Open
Abstract
Background Cardiac arrest (CA) is a leading cause of death worldwide. As population ages, the need for research focusing on CA in elderly increases. This study investigated treatment intensity, 12-month neurological outcome, mortality and healthcare-associated costs for patients aged over 75 years treated for CA in an intensive care unit (ICU) of a tertiary hospital. Methods This single-centre retrospective study included adult CA patients treated in a Finnish tertiary hospital’s ICU between 2005 and 2013. We stratified the study population into two age groups: <75 and \documentclass[12pt]{minimal}
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\begin{document}$$\ge$$\end{document}≥75 years. We compared interventions defined by the median daily therapeutic scoring system (TISS-76) between the age groups to find differences in treatment intensity. We calculated cost-effectiveness by dividing the total one-year healthcare-associated costs of all patients by the number of survivors with a favourable neurological outcome. Favourable outcome was defined as a cerebral performance category (CPC) of 1–2 at 12 months after cardiac arrest. Logistic regression analysis was used to identify independent associations between age group, mortality and neurological outcome. Results This study included a total of 1,285 patients, of which 212 (16 %) were \documentclass[12pt]{minimal}
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\begin{document}$$\ge$$\end{document}≥75 years of age. Treatment intensity was lower for the elderly compared to the younger group, with median TISS scores of 116 and 147, respectively (p < 0.001). The effective cost in euros for patients with a good one-year neurological outcome was €168,000 for the elderly and €120,000 for the younger group. At 12 months after CA 24 % of the patients in the elderly group and 47 % of the patients in the younger group had a CPC of 1–2 (p < 0.001). Age was an independent predictor of mortality (multivariate OR = 2.90, 95 % CI: 1.94–4.31, p < 0.001) and neurological outcome (multivariate OR = 3.15, 95 % CI: 2.04–4.86, p < 0.001). Conclusions The elderly ICU-treated CA patients in this study had worse neurological outcomes, higher mortality and lower cost-effectiveness than younger patients. Elderly received less intense treatment. Further efforts are needed to recognize the tools for assessing which elderly patients benefit from a more aggressive treatment approach in order to improve the cost-effectiveness of post-CA management. Supplementary Information The online version contains supplementary material available at 10.1186/s13049-021-00923-0.
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Affiliation(s)
- Ester Holmström
- Department of Emergency Care and Services, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
| | - Ilmar Efendijev
- Department of Anaesthesiology, Intensive Care and Pain Medicine, University of Helsinki, Helsinki University Hospital, Helsinki, Finland
| | - Rahul Raj
- Department of Neurosurgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Pirkka T Pekkarinen
- Department of Anaesthesiology, Intensive Care and Pain Medicine, University of Helsinki, Helsinki University Hospital, Helsinki, Finland
| | - Erik Litonius
- Department of Anaesthesiology, Intensive Care and Pain Medicine, University of Helsinki, Helsinki University Hospital, Helsinki, Finland
| | - Markus B Skrifvars
- Department of Emergency Care and Services, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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16
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Dalton MK, Jarman MP, Manful A, Koehlmoos TP, Cooper Z, Weissman JS, Schoenfeld AJ. Long-Term Healthcare Expenditures Following Combat-Related Traumatic Brain Injury. Mil Med 2021; 187:513-517. [PMID: 34173828 DOI: 10.1093/milmed/usab248] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 06/08/2021] [Accepted: 06/11/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Traumatic brain injury (TBI) is one of the most common injuries resulting from U.S. Military engagements since 2001. Long-term consequences in terms of healthcare utilization are unknown. We sought to evaluate healthcare expenditures among U.S. military service members with TBI, as compared to a matched cohort of uninjured individuals. METHODS We identified service members who were treated for an isolated combat-related TBI between 2007 and 2011. Controls consisted of hospitalized active duty service members, without any history of combat-related injury, matched by age, biologic sex, year of hospitalization, and duration of follow-up. Median total healthcare expenditures over the entire surveillance period represented our primary outcome. Expenditures in the first year (365 days) following injury (hospitalization for controls) and for subsequent years (366th day to last healthcare encounter) were considered secondarily. Negative binomial regression was used to identify the adjusted influence of TBI. RESULTS The TBI cohort consisted of 634 individuals, and there were 1,268 controls. Healthcare expenditures among those with moderate/severe TBI (median $154,335; interquartile range [IQR] $88,088-$360,977) were significantly higher as compared to individuals with mild TBI (median $113,951; IQR $66,663-$210,014) and controls (median $43,077; IQR $24,403-$83,590; P < .001). Most expenditures were incurred during the first year following injury. CONCLUSION This investigation represents the first continuous observation of healthcare utilization among individuals with combat-related TBI. Our findings speak to continued consumption of health care well beyond the immediate postinjury period, resulting in total expenditures approximately six to seven times higher than those of service members hospitalized for noncombat-related reasons.
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Affiliation(s)
- Michael K Dalton
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Molly P Jarman
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Adoma Manful
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Tracey P Koehlmoos
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Zara Cooper
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Joel S Weissman
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Andrew J Schoenfeld
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
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17
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Skrifvars MB, Bailey M, Moore E, Mårtensson J, French C, Presneill J, Nichol A, Little L, Duranteau J, Huet O, Haddad S, Arabi YM, McArthur C, Cooper DJ, Bendel S, Bellomo R. A Post Hoc Analysis of Osmotherapy Use in the Erythropoietin in Traumatic Brain Injury Study-Associations With Acute Kidney Injury and Mortality. Crit Care Med 2021; 49:e394-e403. [PMID: 33566466 PMCID: PMC7963441 DOI: 10.1097/ccm.0000000000004853] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
OBJECTIVES Mannitol and hypertonic saline are used to treat raised intracerebral pressure in patients with traumatic brain injury, but their possible effects on kidney function and mortality are unknown. DESIGN A post hoc analysis of the erythropoietin trial in traumatic brain injury (ClinicalTrials.gov NCT00987454) including daily data on mannitol and hypertonic saline use. SETTING Twenty-nine university-affiliated teaching hospitals in seven countries. PATIENTS A total of 568 patients treated in the ICU for 48 hours without acute kidney injury of whom 43 (7%) received mannitol and 170 (29%) hypertonic saline. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We categorized acute kidney injury stage according to the Kidney Disease Improving Global Outcome classification and defined acute kidney injury as any Kidney Disease Improving Global Outcome stage-based changes from the admission creatinine. We tested associations between early (first 2 d) mannitol and hypertonic saline and time to acute kidney injury up to ICU discharge and death up to 180 days with Cox regression analysis. Subsequently, acute kidney injury developed more often in patients receiving mannitol (35% vs 10%; p < 0.001) and hypertonic saline (23% vs 10%; p < 0.001). On competing risk analysis including factors associated with acute kidney injury, mannitol (hazard ratio, 2.3; 95% CI, 1.2-4.3; p = 0.01), but not hypertonic saline (hazard ratio, 1.6; 95% CI, 0.9-2.8; p = 0.08), was independently associated with time to acute kidney injury. In a Cox model for predicting time to death, both the use of mannitol (hazard ratio, 2.1; 95% CI, 1.1-4.1; p = 0.03) and hypertonic saline (hazard ratio, 1.8; 95% CI, 1.02-3.2; p = 0.04) were associated with time to death. CONCLUSIONS In this post hoc analysis of a randomized controlled trial, the early use of mannitol, but not hypertonic saline, was independently associated with an increase in acute kidney injury. Our findings suggest the need to further evaluate the use and choice of osmotherapy in traumatic brain injury.
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Affiliation(s)
- Markus B Skrifvars
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Division of Intensive Care, Department of Anaesthesiology, Intensive Care and Pain Medicine, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
- Department of Emergency Care and Services, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
- Centre for Integrated Critical Care, The University of Melbourne, Melbourne, VIC, Australia
- Transfusion Research Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Department of Physiology and Pharmacology, Section of Anaesthesia and Intensive Care, Karolinska Institutet, Stockholm, Sweden
- Department of Intensive Care, Western Health, Melbourne, VIC, Australia
- Department of Intensive Care, Royal Melbourne Hospital, Melbourne, VIC, Australia
- School of Medicine and Medical Sciences, University College Dublin, Dublin, Ireland
- St. Vincent's University Hospital, Dublin, Ireland
- Department of Intensive Care and Hyperbaric Medicine, The Alfred, Melbourne, VIC, Australia
- Department of Anaesthesia and Intensive Care, Hôpitaux universitaires Paris Sud (HUPS), Université Paris Sud XI, Paris, France
- Departement d'anesthésie-réanimation, Hopital de la Cavale Blanche, Boulevard Tanguy Prigent, CHRU de Brest, Univeristé de Bretagne Occidental, Brest, France
- King Saud Bin Abdulaziz University for Health Sciences and King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
- Department of Critical Care Medicine, Auckland City Hospital, Auckland, New Zealand
- Department of Anesthesiology and Intensive Care, Kuopio University Hospital & University of Eastern Finland, Kuopio, Finland
- Department of Intensive Care, Austin Health, Melbourne, VIC, Australia
| | - Michael Bailey
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Centre for Integrated Critical Care, The University of Melbourne, Melbourne, VIC, Australia
| | - Elizabeth Moore
- Transfusion Research Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Johan Mårtensson
- Department of Physiology and Pharmacology, Section of Anaesthesia and Intensive Care, Karolinska Institutet, Stockholm, Sweden
| | - Craig French
- Department of Intensive Care, Western Health, Melbourne, VIC, Australia
| | - Jeffrey Presneill
- Department of Intensive Care, Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Alistair Nichol
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Lorraine Little
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Jacques Duranteau
- Department of Anaesthesia and Intensive Care, Hôpitaux universitaires Paris Sud (HUPS), Université Paris Sud XI, Paris, France
| | - Olivier Huet
- Departement d'anesthésie-réanimation, Hopital de la Cavale Blanche, Boulevard Tanguy Prigent, CHRU de Brest, Univeristé de Bretagne Occidental, Brest, France
| | - Samir Haddad
- King Saud Bin Abdulaziz University for Health Sciences and King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Yaseen M Arabi
- King Saud Bin Abdulaziz University for Health Sciences and King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Colin McArthur
- Department of Critical Care Medicine, Auckland City Hospital, Auckland, New Zealand
| | - David James Cooper
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Department of Intensive Care and Hyperbaric Medicine, The Alfred, Melbourne, VIC, Australia
| | - Stepani Bendel
- Department of Anesthesiology and Intensive Care, Kuopio University Hospital & University of Eastern Finland, Kuopio, Finland
| | - Rinaldo Bellomo
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Centre for Integrated Critical Care, The University of Melbourne, Melbourne, VIC, Australia
- Department of Intensive Care, Austin Health, Melbourne, VIC, Australia
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Humaloja J, Skrifvars MB, Raj R, Wilkman E, Pekkarinen PT, Bendel S, Reinikainen M, Litonius E. The Association Between Arterial Oxygen Level and Outcome in Neurocritically Ill Patients is not Affected by Blood Pressure. Neurocrit Care 2021; 34:413-422. [PMID: 33403587 PMCID: PMC8128839 DOI: 10.1007/s12028-020-01178-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Accepted: 12/04/2020] [Indexed: 11/27/2022]
Abstract
Background In neurocritically ill patients, one early mechanism behind secondary brain injury is low systemic blood pressure resulting in inadequate cerebral perfusion and consequent hypoxia. Intuitively, higher partial pressures of arterial oxygen (PaO2) could be protective in case of inadequate cerebral circulation related to hemodynamic instability. Study purpose We examined whether the association between PaO2 and mortality is different in patients with low compared to normal and high mean arterial pressure (MAP) in patients after various types of brain injury. Methods We screened the Finnish Intensive Care Consortium database for mechanically ventilated adult (≥ 18) brain injury patients treated in several tertiary intensive care units (ICUs) between 2003 and 2013. Admission diagnoses included traumatic brain injury, cardiac arrest, subarachnoid and intracranial hemorrhage, and acute ischemic stroke. The primary exposures of interest were PaO2 (recorded in connection with the lowest measured PaO2/fraction of inspired oxygen ratio) and the lowest MAP, recorded during the first 24 h in the ICU. PaO2 was grouped as follows: hypoxemia (< 8.2 kPa, the lowest 10th percentile), normoxemia (8.2–18.3 kPa), and hyperoxemia (> 18.3 kPa, the highest 10th percentile), and MAP was divided into equally sized tertiles (< 60, 60–68, and > 68 mmHg). The primary outcome was 1-year mortality. We tested the association between hyperoxemia, MAP, and mortality with a multivariable logistic regression model, including the PaO2, MAP, and interaction of PaO2*MAP, adjusting for age, admission diagnosis, premorbid physical performance, vasoactive use, intracranial pressure monitoring use, and disease severity. The relationship between predicted 1-year mortality and PaO2 was visualized with locally weighted scatterplot smoothing curves (Loess) for different MAP levels. Results From a total of 8290 patients, 3912 (47%) were dead at 1 year. PaO2 was not an independent predictor of mortality: the odds ratio (OR) for hyperoxemia was 1.16 (95% CI 0.85–1.59) and for hypoxemia 1.24 (95% CI 0.96–1.61) compared to normoxemia. Higher MAP predicted lower mortality: OR for MAP 60–68 mmHg was 0.73 (95% CI 0.64–0.84) and for MAP > 68 mmHg 0.80 (95% CI 0.69–0.92) compared to MAP < 60 mmHg. The interaction term PaO2*MAP was nonsignificant. In Loess visualization, the relationship between PaO2 and predicted mortality appeared similar in all MAP tertiles. Conclusions During the first 24 h of ICU treatment in mechanically ventilated brain injured patients, the association between PaO2 and mortality was not different in patients with low compared to normal MAP. Supplementary Information The online version of this article (10.1007/s12028-020-01178-w) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Jaana Humaloja
- Department of Emergency Care and Services, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Markus B Skrifvars
- Department of Emergency Care and Services, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
| | - Rahul Raj
- Department of Neurosurgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Erika Wilkman
- Division of Intensive Care Medicine, Department of Anesthesiology, Intensive Care and Pain Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Pirkka T Pekkarinen
- Division of Intensive Care Medicine, Department of Anesthesiology, Intensive Care and Pain Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Stepani Bendel
- Department of Anesthesiology and Intensive Care, Kuopio University Hospital & University of Eastern Finland, Kuopio, Finland
| | - Matti Reinikainen
- Department of Anesthesiology and Intensive Care, Kuopio University Hospital & University of Eastern Finland, Kuopio, Finland
| | - Erik Litonius
- Division of Anesthesiology, Department of Anesthesiology, Intensive Care and Pain Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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Mikkonen ED, Skrifvars MB, Reinikainen M, Bendel S, Laitio R, Hoppu S, Ala-Kokko T, Karppinen A, Raj R. One-year costs of intensive care in pediatric patients with traumatic brain injury. J Neurosurg Pediatr 2021; 27:79-86. [PMID: 33065534 DOI: 10.3171/2020.6.peds20189] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2020] [Accepted: 06/08/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Traumatic brain injury (TBI) is a major cause of death and disability in the pediatric population. The authors assessed 1-year costs of intensive care in pediatric TBI patients. METHODS In this retrospective multicenter cohort study of four academic ICUs in Finland, the authors used the Finnish Intensive Care Consortium database to identify children aged 0-17 years treated for TBI in ICUs between 2003 and 2013. The authors reviewed all patient health records and head CT scans for admission, treatment, and follow-up data. Patient outcomes included functional outcome (favorable outcome defined as a Glasgow Outcome Scale score of 4-5) and death within 6 months. Costs included those for the index hospitalization, rehabilitation, and social security up to 1 year after injury. To assess costs, the authors calculated the effective cost per favorable outcome (ECPFO). RESULTS In total, 293 patients were included, of whom 61% had moderate to severe TBI (Glasgow Coma Scale [GCS] score 3-12) and 40% were ≥ 13 years of age. Of all patients, 82% had a favorable outcome and 9% died within 6 months of injury. The mean cost per patient was €48,719 ($54,557) (95% CI €41,326-€56,112). The index hospitalization accounted for 66%, rehabilitation costs for 27%, and social security costs for 7% of total healthcare costs. The ECPFO was €59,727 ($66,884) (95% CI €52,335-€67,120). A higher ECPFO was observed among patients with clinical and treatment-related variables indicative of parenchymal swelling and high intracranial pressure. Lower ECPFO was observed among patients with higher admission GCS scores and those who had epidural hematomas. CONCLUSIONS Greater injury severity increases ECPFO and is associated with higher postdischarge costs in pediatric TBI patients. In this pediatric cohort, over two-thirds of all resources were spent on patients with favorable functional outcome, indicating appropriate resource allocation.
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Affiliation(s)
- Era D Mikkonen
- 1Department of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden, and University of Helsinki
| | - Markus B Skrifvars
- 2Department of Emergency Care and Services, Helsinki University Hospital, and University of Helsinki
| | - Matti Reinikainen
- 3Department of Anesthesiology and Intensive Care, Kuopio University Hospital, and University of Eastern Finland, Kuopio
| | - Stepani Bendel
- 3Department of Anesthesiology and Intensive Care, Kuopio University Hospital, and University of Eastern Finland, Kuopio
| | - Ruut Laitio
- 4Department of Intensive Care, Turku University Hospital, and University of Turku
| | - Sanna Hoppu
- 5Emergency Medical Services and Department of Intensive Care, Tampere University Hospital, and Tampere University, Tampere
| | - Tero Ala-Kokko
- 6Division of Intensive Care, Medical Research Center Oulu, Oulu University Hospital, Research Group of Anesthesiology, Surgery and Intensive Care Medicine, University of Oulu; and
| | - Atte Karppinen
- 7Department of Neurosurgery, Helsinki University Hospital, and University of Helsinki, Finland
| | - Rahul Raj
- 7Department of Neurosurgery, Helsinki University Hospital, and University of Helsinki, Finland
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Luostarinen T, Satopää J, Skrifvars MB, Reinikainen M, Bendel S, Curtze S, Sibolt G, Martinez-Majander N, Raj R. Early surgery for superficial supratentorial spontaneous intracerebral hemorrhage: a Finnish Intensive Care Consortium study. Acta Neurochir (Wien) 2020; 162:3153-3160. [PMID: 32601805 PMCID: PMC7593281 DOI: 10.1007/s00701-020-04470-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 06/18/2020] [Indexed: 12/18/2022]
Abstract
BACKGROUND The benefits of early surgery in cases of superficial supratentorial spontaneous intracerebral hemorrhage (ICH) are unclear. This study aimed to assess the association between early ICH surgery and outcome, as well as the cost-effectiveness of early ICH surgery. METHODS We conducted a retrospective, register-based multicenter study that included all patients who had been treated for supratentorial spontaneous ICH in four tertiary intensive care units in Finland between 2003 and 2013. To be included, patients needed to have experienced supratentorial ICHs that were 10-100 cm3 and located within 10 mm of the cortex. We used a multivariable analysis, adjusting for the severity of the illness and the probability of surgical treatment, to assess the independent association between early ICH surgery (≤ 1 day), 12-month mortality rates, and the probability of survival without permanent disability. In addition, we assessed the cost-effectiveness of ICH surgery by examining the effective cost per 1-year survivor (ECPS) and per independent survivor (ECPIS). RESULTS Of 254 patients, 27% were in the early surgery group. Overall 12-month mortality was 39%, while 29% survived without a permanent disability. According to our multivariable analysis, early ICH surgery was associated with lower 12-month mortality rates (odds ratio [OR] 0.22, 95% confidence intervals [CI] 0.10-0.51), but not with a higher probability of survival without permanent disability (OR 1.23, 95% CI 0.59-2.56). For the early surgical group, the ECPS and ECPIS were €111,409 and €334,227, respectively. For the non-surgical cohort, the ECPS and ECPIS were €76,074 and €141,471, respectively. CONCLUSIONS Early surgery for superficial ICH is associated with a lower 12-month mortality risk but not with a higher probability of survival without a permanent disability. Further, costs were higher and cost-effectiveness was, thus, worse for the early surgical cohort.
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Affiliation(s)
- Teemu Luostarinen
- Division of Anesthesiology, Department of Anesthesiology, Intensive Care, and Pain Medicine, Helsinki University Hospital and University of Helsinki, Topeliuksenkatu 5, PO BOX 266, 00029 HUS, Helsinki, Finland.
| | - Jarno Satopää
- Department of Neurosurgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Markus B Skrifvars
- Department of Emergency Care and Services, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Matti Reinikainen
- Department of Anesthesiology and Intensive Care, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland
| | - Stepani Bendel
- Department of Anesthesiology and Intensive Care, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland
| | - Sami Curtze
- Department of Neurology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Gerli Sibolt
- Department of Neurology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | | | - Rahul Raj
- Department of Neurosurgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
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Survival until hospital admission after out-of-hospital cardia arrest – A costly victory? Resuscitation 2020; 153:262-263. [DOI: 10.1016/j.resuscitation.2020.05.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 05/22/2020] [Indexed: 11/17/2022]
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23
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Skrifvars MB, Moore E, Mårtensson J, Bailey M, French C, Presneill J, Nichol A, Little L, Duranteau J, Huet O, Haddad S, Arabi Y, McArthur C, Cooper DJ, Bellomo R. Erythropoietin in traumatic brain injury associated acute kidney injury: A randomized controlled trial. Acta Anaesthesiol Scand 2019; 63:200-207. [PMID: 30132785 DOI: 10.1111/aas.13244] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Accepted: 07/29/2018] [Indexed: 12/17/2022]
Abstract
BACKGROUND Acute kidney injury (AKI) in traumatic brain injury (TBI) is poorly understood and it is unknown if it can be attenuated using erythropoietin (EPO). METHODS Pre-planned analysis of patients included in the EPO-TBI (ClinicalTrials.gov NCT00987454) trial who were randomized to weekly EPO (40 000 units) or placebo (0.9% sodium chloride) subcutaneously up to three doses or until intensive care unit (ICU) discharge. Creatinine levels and urinary output (up to 7 days) were categorized according to the Kidney Disease Improving Global Outcome (KDIGO) classification. Severity of TBI was categorized with the International Mission for Prognosis and Analysis of Clinical Trials in TBI. RESULTS Of 3348 screened patients, 606 were randomized and 603 were analyzed. Of these, 82 (14%) patients developed AKI according to KDIGO (60 [10%] with KDIGO 1, 11 [2%] patients with KDIGO 2, and 11 [2%] patients with KDIGO 3). Male gender (hazard ratio [HR] 4.0 95% confidence interval [CI] 1.4-11.2, P = 0.008) and severity of TBI (HR 1.3 95% CI 1.1-1.4, P < 0.001 for each 10% increase in risk of poor 6 month outcome) predicted time to AKI. KDIGO stage 1 (HR 8.8 95% CI 4.5-17, P < 0.001), KDIGO stage 2 (HR 13.2 95% CI 3.9-45.2, P < 0.001) and KDIGO stage 3 (HR 11.7 95% CI 3.5-39.7, P < 0.005) predicted time to mortality. EPO did not influence time to AKI (HR 1.08 95% CI 0.7-1.67, P = 0.73) or creatinine levels during ICU stay (P = 0.09). CONCLUSIONS Acute kidney injury is more common in male patients and those with severe compared to moderate TBI and appears associated with worse outcome. EPO does not prevent AKI after TBI.
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Affiliation(s)
- Markus B. Skrifvars
- Australian and New Zealand Intensive Care Research Centre; School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
- Division of Intensive Care; Department of Anaesthesiology, Intensive Care and Pain Medicine; Helsinki University Hospital and University of Helsinki; Helsinki Finland
- Department of Emergency Medicine and Services; Helsinki University Hospital and University of Helsinki; Helsinki Finland
| | - Elizabeth Moore
- Australian and New Zealand Intensive Care Research Centre; School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
| | - Johan Mårtensson
- Department of Physiology and Pharmacology; Section of Anaesthesia and Intensive Care; Karolinska Institutet; Stockholm Sweden
| | - Michael Bailey
- Australian and New Zealand Intensive Care Research Centre; School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
| | - Craig French
- Department of Intensive Care; Western Health; Melbourne Victoria Australia
| | - Jeffrey Presneill
- Department of Intensive Care; Royal Melbourne Hospital; Melbourne Victoria Australia
| | - Alistair Nichol
- Australian and New Zealand Intensive Care Research Centre; School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
- School of Medicine and Medical Sciences; University College Dublin; Dublin Ireland
- St Vincent's University Hospital; Dublin Ireland
- Department of Intensive Care and Hyperbaric Medicine; The Alfred; Melbourne Victoria Australia
| | - Lorraine Little
- Australian and New Zealand Intensive Care Research Centre; School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
| | - Jacques Duranteau
- Department of Anaesthesia and Intensive Care; Hôpitaux universitaires Paris Sud (HUPS); Université Paris Sud XI; Orsay France
| | - Olivier Huet
- Departement d'anesthésie-réanimation; Hopital de la Cavale Blanche; Boulevard Tanguy Prigent; CHRU de Brest; Univeristé de Bretagne Occidental; Brest France
| | - Samir Haddad
- King Saud Bin Abdulaziz University for Health Sciences and King Abdullah International Medical Research Center; Riyadh Saudi Arabia
- G&S Medical Associates; Urgent Care; Paterson New Jersey
| | - Yaseen Arabi
- King Saud Bin Abdulaziz University for Health Sciences and King Abdullah International Medical Research Center; Riyadh Saudi Arabia
| | - Colin McArthur
- Department of Critical Care Medicine; Auckland City Hospital; Auckland New Zealand
| | - David J. Cooper
- Australian and New Zealand Intensive Care Research Centre; School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
- Department of Intensive Care and Hyperbaric Medicine; The Alfred; Melbourne Victoria Australia
| | - Rinaldo Bellomo
- Australian and New Zealand Intensive Care Research Centre; School of Public Health and Preventive Medicine; Monash University; Melbourne Victoria Australia
- Department of Intensive Care; Austin Health; Melbourne Victoria Australia
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Lindfors M, Vehviläinen J, Siironen J, Kivisaari R, Skrifvars MB, Raj R. Temporal changes in outcome following intensive care unit treatment after traumatic brain injury: a 17-year experience in a large academic neurosurgical centre. Acta Neurochir (Wien) 2018; 160:2107-2115. [PMID: 30191364 DOI: 10.1007/s00701-018-3670-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2018] [Accepted: 08/31/2018] [Indexed: 12/21/2022]
Abstract
BACKGROUND Traumatic brain injury (TBI) is a major cause of morbidity and mortality. However, it remains undetermined whether long-term outcomes after TBI have improved over the past two decades. METHODS We conducted a retrospective analysis of consecutive TBI patients admitted to an academic neurosurgical ICU during 1999-2015. Primary outcomes of interest were 6-month all-cause mortality (available for all patients) and 6-month Glasgow Outcome Scale (GOS, available from 2005 onwards). GOS was dichotomized to favourable and unfavourable functional outcome. Temporal changes in outcome were assessed using multivariate logistic regression analysis, adjusting for age, sex, GCS motor score, pupillary light responsiveness, Marshall CT classification and major extracranial injury. RESULTS Altogether, 3193 patients were included. During the study period, patient age and admission Glasgow Coma Scale score increased, while the overall TBI severity did not change. Overall unadjusted 6-month mortality was 25% and overall unadjusted unfavourable outcome (2005-2015) was 44%. There was no reduction in the adjusted odds of 6-month mortality (OR 0.98; 95% CI 0.96-1.00), but the adjusted odds of favourable functional outcome significantly increased (OR 1.08; 95% CI 1.04-1.11). Subgroup analysis showed outcome improvements only in specific subgroups (conservatively treated patients, moderate-to-severe TBI patients, middle-aged patients). CONCLUSIONS During the past two decades, mortality after significant TBI has remained largely unchanged, but the odds of favourable functional outcome have increased significantly in specific subgroups, implying an improvement in quality of care. These developments have been paralleled by notable changes in patient characteristics, emphasizing the importance of continuous epidemiological monitoring.
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Raj R, Bendel S, Reinikainen M, Hoppu S, Laitio R, Ala-Kokko T, Curtze S, Skrifvars MB. Costs, outcome and cost-effectiveness of neurocritical care: a multi-center observational study. Crit Care 2018; 22:225. [PMID: 30236140 PMCID: PMC6148794 DOI: 10.1186/s13054-018-2151-5] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2018] [Accepted: 08/07/2018] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Neurocritical illness is a growing healthcare problem with profound socioeconomic effects. We assessed differences in healthcare costs and long-term outcome for different forms of neurocritical illnesses treated in the intensive care unit (ICU). METHODS We used the prospective Finnish Intensive Care Consortium database to identify all adult patients treated for traumatic brain injury (TBI), intracerebral hemorrhage (ICH), subarachnoid hemorrhage (SAH) and acute ischemic stroke (AIS) at university hospital ICUs in Finland during 2003-2013. Outcome variables were one-year mortality and permanent disability. Total healthcare costs included the index university hospital costs, rehabilitation hospital costs and social security costs up to one year. All costs were converted to euros based on the 2013 currency rate. RESULTS In total 7044 patients were included (44% with TBI, 13% with ICH, 27% with SAH, 16% with AIS). In comparison to TBI, ICH was associated with the highest risk of death and permanent disability (OR 2.6, 95% CI 2.1-3.2 and OR 1.7, 95% CI 1.4-2.1), followed by AIS (OR 1.9, 95% CI 1.5-2.3 and OR 1.5, 95% CI 1.3-1.8) and SAH (OR 1.8, 95% CI 1.5-2.1 and OR 0.8, 95% CI 0.6-0.9), after adjusting for severity of illness. SAH was associated with the highest mean total costs (€51,906) followed by ICH (€47,661), TBI (€43,916) and AIS (€39,222). Cost per independent survivor was lower for TBI (€58,497) and SAH (€96,369) compared to AIS (€104,374) and ICH (€178,071). CONCLUSION Neurocritical illnesses are costly and resource-demanding diseases associated with poor outcomes. Intensive care of patients with TBI or SAH more commonly result in independent survivors and is associated with lower total treatments costs compared to ICH and AIS.
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Affiliation(s)
- R Raj
- Department of Neurosurgery, Helsinki University Hospital and University of Helsinki, Topeliuksenkatu 5, PB 266, 00029 HUS, Helsinki, Finland.
| | - S Bendel
- Department of Intensive Care, Kuopio University Hospital & University of Eastern Finland, Kuopio, Finland
| | - M Reinikainen
- Department of Intensive Care, North Karelia Central Hospital, Joensuu, Finland
| | - S Hoppu
- Department of Intensive Care, Tampere University Hospital & University of Tampere, Tampere, Finland
| | - R Laitio
- Department of Intensive Care, Turku University Hospital & University of Turku, Turku, Finland
| | - T Ala-Kokko
- Department of Intensive Care, Oulu University Hospital & University of Oulu, Medical Research Center, Research Group of Surgery, Anesthesiology and Intensive Care, Oulu, Finland
| | - S Curtze
- Department of Neurology, Helsinki University Hospital & University of Helsinki, Helsinki, Finland
| | - M B Skrifvars
- Department Anesthesia, Intensive Care and Pain Medicine and Department of Emergency Care and Services, Helsinki University Hospital & University of Helsinki, Helsinki, Finland
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