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Dolmans RGF, Barber J, Foreman B, Temkin NR, Okonkwo DO, Robertson CS, Manley GT, Rosenthal ES. Sedation Intensity in Patients with Moderate to Severe Traumatic Brain Injury in the Intensive Care Unit: A TRACK-TBI Cohort Study. Neurocrit Care 2025; 42:551-561. [PMID: 39138718 DOI: 10.1007/s12028-024-02054-7] [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: 01/11/2024] [Accepted: 06/21/2024] [Indexed: 08/15/2024]
Abstract
BACKGROUND Interventions to reduce intracranial pressure (ICP) in patients with traumatic brain injury (TBI) are multimodal but variable, including sedation-dosing strategies. This article quantifies the different sedation intensities administered in patients with moderate to severe TBI (msTBI) using the therapy intensity level (TIL) across different intensive care units (ICUs), including the use of additional ICP-lowering therapies. METHODS Within the prospective Transforming Research and Clinical Knowledge in TBI (TRACK-TBI) study, we performed a retrospective analysis of adult patients with msTBI admitted to an ICU for a least 5 days from seven US level 1 trauma centers who received invasive ICP monitoring and intravenous sedation. Sedation intensity was classified prospectively as one of three ordinal levels as part of the validated TIL score, which were collected at least once a day. RESULTS A total of 127 patients met inclusion criteria (mean age 41.6 ± 17.7 years; 20% female). The median Injury Severity Score was 27 (interquartile range 17-33), with a median admission Glasgow Coma Score of 3 (interquartile range 3-7); 104 patients had severe TBI (82%), and 23 patients had moderate TBI (18%). The sedation intensity score was highest on the first ICU day (2.69 ± 1.78), independent of patient severity. Time to reaching each sedation intensity level varied by site. Sedation level I was reached within 24 h for all sites, but sedation levels II and III were reached variably between days 1 and 3. Sedation level III was never reached by two of seven sites. The total TIL score was highest on the first ICU day, with a modest decrease for each subsequent ICU day, but there was high site-specific practice-pattern variation. CONCLUSIONS Intensity of sedation and other therapies for elevated ICP for patients with msTBI demonstrate large practice-pattern variation across level 1 trauma centers within the TRACK-TBI cohort study, independent of patient severity. Optimizing sedation strategies using patient-specific physiologic and pathoanatomic information may optimize patient outcomes.
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Affiliation(s)
- Rianne G F Dolmans
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, 55 Fruit St, Boston, MA, 02114, USA.
| | - Jason Barber
- Department of Neurological Surgery, University of Washington, Seattle, WA, USA
| | - Brandon Foreman
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati and, University of Cincinnati Medical Center, Cincinnati, OH, USA
| | - Nancy R Temkin
- Department of Neurological Surgery, University of Washington, Seattle, WA, USA
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - David O Okonkwo
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Geoffrey T Manley
- Department of Neurosurgery, University of California San Francisco, San Francisco, CA, USA
| | - Eric S Rosenthal
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, 55 Fruit St, Boston, MA, 02114, USA
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Barrit S, Al Barajraji M, El Hadwe S, Niset A, Foreman B, Park S, Lazaridis C, Shutter L, Appavu B, Kirschen MP, Montellano FA, Rass V, Torcida N, Pinggera D, Gilmore E, Ben-Hamouda N, Massager N, Bernard F, Robba C, Taccone FS. Intracranial multimodal monitoring in neurocritical care (Neurocore-iMMM): an open, decentralized consensus. Crit Care 2024; 28:427. [PMID: 39707556 DOI: 10.1186/s13054-024-05211-8] [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: 10/26/2024] [Accepted: 12/07/2024] [Indexed: 12/23/2024] Open
Abstract
BACKGROUND Intracranial multimodal monitoring (iMMM) is increasingly used in neurocritical care, but a lack of standardization hinders its evidence-based development. Here, we devised core outcome sets (COS) and reporting guidelines to harmonize iMMM practices and research. METHODS An open, decentralized, three-round Delphi consensus study involved experts between December 2023 and June 2024. Items-spanning three domains: (i) patient characteristics, (ii) practices, and (iii) outcomes-with ≥ 75% agreement were classified as strong agreement, while those with 50-75% were reconsidered in subsequent rounds, requiring ≥ 66% for moderate agreement. RESULTS An international, multidisciplinary panel comprised 58 neurocritical physicians and researchers with low attrition (12%). They were predominantly from Western regions (96%), actively involved in iMMM (82%), at least weekly (72.4%), with more than 10 years of specific experience (57%). Of the 127 items assessed for inclusion in COS and reporting guidelines, 45 (35.4%) reached strong and 8 (6.3%) moderate agreement. Main strong agreement items were: (i) demographics: age (98%) and sex/gender (90%); comorbidities: coagulation/platelet disorders (95%); initial scoring: Glasgow Coma Scale (97%) and pathology-specific scores (90%); active treatments: antithrombotics (95%) (ii) clinical practice: iMMM implantation indications (98%) and iMMM-guided interventions (91%); surgical practice: targeting strategies (97%) and concomitant external ventricular drainage (97%); technical details: recording modalities (98%); (iii) monitoring parameters: duration (97%) and triggered interventions (95%); standardized outcome reporting (93%); surgical complications (e.g., postoperative intracranial hemorrhages, CNS infections, and probe misplacement, all > 90%) and adverse events (accidental dislodgement, probe breakage, and technical malfunctions, all > 90%). CONCLUSION This consensus establishes foundational COS and reporting guidelines for iMMM in neurocritical care. These harmonization tools can enhance research quality, comparability, and reproducibility, facilitating evidence-based practices for this emerging technology. However, challenges remain in developing purpose-specific guidelines and adapting them to diverse clinical and research settings.
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Affiliation(s)
- Sami Barrit
- Department of Neurosurgery, CHU Tivoli, Université Libre de Bruxelles, Brussels, Belgium.
| | - Mejdeddine Al Barajraji
- Department of Neurosurgery, University Hospital of Lausanne and Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland.
| | - Salim El Hadwe
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Alexandre Niset
- Pediatric Intensive Care Unit, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Brandon Foreman
- Department of Neurology and Rehabilitation, University of Cincinnati, Cincinnati, OH, USA
| | - Soojin Park
- Department of Neurology, New York Presbyterian/Columbia University Irving Medical Center, New York, NY, USA
| | - Christos Lazaridis
- Section of Neurocritical Care, Departments of Neurology and Neurosurgery, The University of Chicago, Chicago, IL, USA
| | - Lori Shutter
- Departments of Critical Care Medicine, Neurology, and Neurosurgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Brian Appavu
- Department of Neurology, Phoenix Children's, Phoenix, AZ, USA
| | - Matthew P Kirschen
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | | | - Verena Rass
- Neurological Intensive Care Unit, Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Nathan Torcida
- Department of Neurology, Hôpital Universitaire de Bruxelles, HUB, Brussels, Belgium
| | - Daniel Pinggera
- Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Emily Gilmore
- Department of Neurology, Yale University, New Haven, CT, USA
| | - Nawfel Ben-Hamouda
- Department of Adult Intensive Care Medicine, Lausanne University Hospital (CHUV) and University of Lausanne, Lausanne, Switzerland
| | - Nicolas Massager
- Department of Neurological Surgery, CHU Tivoli, La Louvière, Belgium
| | - Francis Bernard
- Section of Critical Care, Department of Medicine, University of Montreal, Montreal, QC, Canada
| | | | - Fabio Silvio Taccone
- Department of Intensive Care, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
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Godoy DA, Rubiano AM, Aguilera S, Jibaja M, Videtta W, Rovegno M, Paranhos J, Paranhos E, de Amorim RLO, Castro Monteiro da Silva Filho R, Paiva W, Flecha J, Faleiro RM, Almanza D, Rodriguez E, Carrizosa J, Hawryluk GWJ, Rabinstein AA. Moderate Traumatic Brain Injury in Adult Population: The Latin American Brain Injury Consortium Consensus for Definition and Categorization. Neurosurgery 2024; 95:e57-e70. [PMID: 38529956 DOI: 10.1227/neu.0000000000002912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 01/30/2024] [Indexed: 03/27/2024] Open
Abstract
Moderate traumatic brain injury (TBI) is a diagnosis that describes diverse patients with heterogeneity of primary injuries. Defined by a Glasgow Coma Scale between 9 and 12, this category includes patients who may neurologically worsen and require increasing intensive care resources and/or emergency neurosurgery. Despite the unique characteristics of these patients, there have not been specific guidelines published before this effort to support decision-making in these patients. A Delphi consensus group from the Latin American Brain Injury Consortium was established to generate recommendations related to the definition and categorization of moderate TBI. Before an in-person meeting, a systematic review of the literature was performed identifying evidence relevant to planned topics. Blinded voting assessed support for each recommendation. A priori the threshold for consensus was set at 80% agreement. Nine PICOT questions were generated by the panel, including definition, categorization, grouping, and diagnosis of moderate TBI. Here, we report the results of our work including relevant consensus statements and discussion for each question. Moderate TBI is an entity for which there is little published evidence available supporting definition, diagnosis, and management. Recommendations based on experts' opinion were informed by available evidence and aim to refine the definition and categorization of moderate TBI. Further studies evaluating the impact of these recommendations will be required.
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Affiliation(s)
| | - Andres M Rubiano
- Universidad El Bosque, Bogota , Colombia
- MEDITECH Foundation, Cali , Colombia
| | - Sergio Aguilera
- Department Neurosurgery, Herminda Martín Hospital, Chillan , Chile
| | - Manuel Jibaja
- School of Medicine, San Francisco University, Quito , Ecuador
- Intensive Care Unit, Eugenio Espejo Hospital, Quito , Ecuador
| | - Walter Videtta
- Intensive Care Unit, Hospital Posadas, Buenos Aires , Argentina
| | - Maximiliano Rovegno
- Department Critical Care, Pontificia Universidad Católica de Chile, Santiago , Chile
| | - Jorge Paranhos
- Department of Neurosurgery and Critical Care, Santa Casa da Misericordia, Sao Joao del Rei , Minas Gerais , Brazil
| | - Eduardo Paranhos
- Intensive Care Unit, HEMORIO and Santa Barbara Hospitals, Rio de Janeiro , Brazil
| | | | | | - Wellingson Paiva
- Experimental Surgery Laboratory and Division of Neurological Surgery, University of São Paulo Medical School, Sao Paulo , Brazil
| | - Jorge Flecha
- Intensive Care Unit, Trauma Hospital, Asuncion , Paraguay
- Social Security Institute Central Hospital, Asuncion , Paraguay
| | - Rodrigo Moreira Faleiro
- Department of Neurosurgery, João XXIII Hospital and Felício Rocho Hospital, Faculdade de Ciencias Médicas de MG, Belo Horizonte , Brazil
| | - David Almanza
- Critical and Intensive Care Medicine Department, University Hospital, Fundación Santa Fe de Bogotá, Bogotá , Colombia
- Universidad del Rosario, School of Medicine and Health Sciences, Bogotá , Colombia
| | - Eliana Rodriguez
- Critical and Intensive Care Medicine Department, University Hospital, Fundación Santa Fe de Bogotá, Bogotá , Colombia
- Universidad del Rosario, School of Medicine and Health Sciences, Bogotá , Colombia
| | - Jorge Carrizosa
- Universidad del Rosario, School of Medicine and Health Sciences, Bogotá , Colombia
- Neurointensive Care Unit, Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá , Colombia
| | - Gregory W J Hawryluk
- Cleveland Clinic Akron General Hospital, Neurological Institute, Akron , Ohio , USA
| | - Alejandro A Rabinstein
- Neurocritical Care and Hospital Neurology Division, Mayo Clinic, Rochester , Minnesota , USA
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Jeffcote T, Battistuzzo CR, Plummer MP, McNamara R, Anstey J, Bellapart J, Roach R, Chow A, Westerlund T, Delaney A, Bihari S, Bowen D, Weeden M, Trapani A, Reade M, Jeffree RL, Fitzgerald M, Gabbe BJ, O'Brien TJ, Nichol AD, Cooper DJ, Bellomo R, Udy A. PRECISION-TBI: a study protocol for a vanguard prospective cohort study to enhance understanding and management of moderate to severe traumatic brain injury in Australia. BMJ Open 2024; 14:e080614. [PMID: 38387978 PMCID: PMC10882309 DOI: 10.1136/bmjopen-2023-080614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 02/13/2024] [Indexed: 02/24/2024] Open
Abstract
INTRODUCTION Traumatic brain injury (TBI) is a heterogeneous condition in terms of pathophysiology and clinical course. Outcomes from moderate to severe TBI (msTBI) remain poor despite concerted research efforts. The heterogeneity of clinical management represents a barrier to progress in this area. PRECISION-TBI is a prospective, observational, cohort study that will establish a clinical research network across major neurotrauma centres in Australia. This network will enable the ongoing collection of injury and clinical management data from patients with msTBI, to quantify variations in processes of care between sites. It will also pilot high-frequency data collection and analysis techniques, novel clinical interventions, and comparative effectiveness methodology. METHODS AND ANALYSIS PRECISION-TBI will initially enrol 300 patients with msTBI with Glasgow Coma Scale (GCS) <13 requiring intensive care unit (ICU) admission for invasive neuromonitoring from 10 Australian neurotrauma centres. Demographic data and process of care data (eg, prehospital, emergency and surgical intervention variables) will be collected. Clinical data will include prehospital and emergency department vital signs, and ICU physiological variables in the form of high frequency neuromonitoring data. ICU treatment data will also be collected for specific aspects of msTBI care. Six-month extended Glasgow Outcome Scores (GOSE) will be collected as the key outcome. Statistical analysis will focus on measures of between and within-site variation. Reports documenting performance on selected key quality indicators will be provided to participating sites. ETHICS AND DISSEMINATION Ethics approval has been obtained from The Alfred Human Research Ethics Committee (Alfred Health, Melbourne, Australia). All eligible participants will be included in the study under a waiver of consent (hospital data collection) and opt-out (6 months follow-up). Brochures explaining the rationale of the study will be provided to all participants and/or an appropriate medical treatment decision-maker, who can act on the patient's behalf if they lack capacity. Study findings will be disseminated by peer-review publications. TRIAL REGISTRATION NUMBER NCT05855252.
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Affiliation(s)
- Toby Jeffcote
- Department of Intensive Care, The Alfred Hospital, Melbourne, Victoria, Australia
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, Victoria, Australia
| | - Camila R Battistuzzo
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, Victoria, Australia
| | - Mark P Plummer
- Department of Intensive Care, Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - Robert McNamara
- Department of Intensive Care Medicine, Royal Perth Hospital, Perth, Western Australia, Australia
| | - James Anstey
- Department of Intensive Care, The Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Judith Bellapart
- Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
| | - Rebecca Roach
- Department of Intensive Care, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Andrew Chow
- Department of Intensive Care Medicine, John Hunter Hospital, Newcastle, New South Wales, Australia
| | - Torgeir Westerlund
- Department of Intensive Care Medicine, John Hunter Hospital, Newcastle, New South Wales, Australia
| | - Anthony Delaney
- The George Institute for Global Health, Sydney, New South Wales, Australia
- Department of Intensive Care Medicine, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Shailesh Bihari
- Flinders Medical Centre, Bedford Park, South Australia, Australia
| | - David Bowen
- Westmead Hospital, Sydney, New South Wales, Australia
| | - Mark Weeden
- Intensive Care Unit, St George Hospital, Sydney, New South Wales, Australia
| | - Anthony Trapani
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, Victoria, Australia
| | - Michael Reade
- Department of Intensive Care Medicine, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
- Faculty of Medicine, Medical School, University of Queensland, Brisbane, Queensland, Australia
| | - Rosalind L Jeffree
- Faculty of Medicine, Medical School, University of Queensland, Brisbane, Queensland, Australia
- Neurosurgery, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia
| | - Melinda Fitzgerald
- Curtin Health Innovation Research Institute, Curtin University Faculty of Health Sciences, Perth, Western Australia, Australia
- Perron Institute for Neurological and Translational Sciences, Nedlands, Western Australia, Australia
| | - Belinda J Gabbe
- Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Terence J O'Brien
- Department of Neurology, Alfred Hospital, Melbourne, Victoria, Australia
- Department of Neuroscience, Monash University Central Clinical School, Melbourne, Victoria, Australia
| | - Alistair D Nichol
- Department of Intensive Care, The Alfred Hospital, Melbourne, Victoria, Australia
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, Victoria, Australia
| | - D James Cooper
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, Victoria, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Rinaldo Bellomo
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, Victoria, Australia
- Department of Intensive Care, Austin Hospital, Heidelberg, Victoria, Australia
| | - Andrew Udy
- Department of Intensive Care, The Alfred Hospital, Melbourne, Victoria, Australia
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, Victoria, Australia
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Tejerina EE, Gonçalves G, Gómez-Mediavilla K, Jaramillo C, Jiménez J, Frutos-Vivar F, Lorente JÁ, Thuissard IJ, Andreu-Vázquez C. The effect of age on clinical outcomes in critically ill brain-injured patients. Acta Neurol Belg 2023; 123:1709-1715. [PMID: 35737277 DOI: 10.1007/s13760-022-01987-0] [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: 02/26/2022] [Accepted: 05/23/2022] [Indexed: 11/01/2022]
Abstract
PURPOSE We studied the impact of age on survival and functional recovery in brain-injured patients. METHODS We performed an observational cohort study of all consecutive adult patients with brain injury admitted to ICU in 8 years. To estimate the optimal cut-off point of the age associated with unfavorable outcomes (mRS 3-6), receiver operating characteristic (ROC) curve analyses were used. Multivariate logistic regression analyses were performed to identify prognostic factors for unfavorable outcomes. RESULTS We included 619 brain-injured patients. We identified 60 years as the cut-off point at which the probability of unfavorable outcomes increases. Patients ≥ 60 years had higher severity scores at ICU admission, longer duration of mechanical ventilation, longer ICU and hospital stays, and higher mortality. Factors identified as associated with unfavorable outcomes (mRS 3-6) were an advanced age (≥ 60 years) [Odds ratio (OR) 4.59, 95% confidence interval (CI) 2.73-7.74, p < 0.001], a low GCS score (≤ 8 points) [OR 3.72, 95% CI 1.95-7.08, p < 0.001], the development of intracranial hypertension [OR 5.52, 95% CI 2.70-11.28, p < 0.001], and intracerebral hemorrhage as the cause of neurologic disease [OR 3.87, 95% CI 2.34-6.42, p < 0.001]. CONCLUSION Mortality and unfavorable functional outcomes in critically ill brain-injured patients were associated with older age (≥ 60 years), higher clinical severity (determined by a lower GCS score at admission and the development of intracranial hypertension), and an intracerebral hemorrhage as the cause of neurologic disease.
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Affiliation(s)
- Eva E Tejerina
- Hospital Universitario de Getafe and Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Intensive Care Unit, Carretera de Toledo, km 12.5, 28905, Getafe, Spain.
| | | | | | | | | | - Fernando Frutos-Vivar
- Hospital Universitario de Getafe and Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Intensive Care Unit, Carretera de Toledo, km 12.5, 28905, Getafe, Spain
| | - José Ángel Lorente
- Hospital Universitario de Getafe and Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES), Intensive Care Unit, Carretera de Toledo, km 12.5, 28905, Getafe, Spain
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Kaplan ZR, van der Vlegel M, van Dijck JT, Pisică D, van Leeuwen N, Lingsma HF, Steyerberg EW, Haagsma JA, Majdan M, Polinder S. Intramural Healthcare Consumption and Costs After Traumatic Brain Injury: A Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) Study. J Neurotrauma 2023; 40:2126-2145. [PMID: 37212277 PMCID: PMC10541942 DOI: 10.1089/neu.2022.0429] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/23/2023] Open
Abstract
Traumatic brain injury (TBI) is a global public health problem and a leading cause of mortality, morbidity, and disability. The increasing incidence combined with the heterogeneity and complexity of TBI will inevitably place a substantial burden on health systems. These findings emphasize the importance of obtaining accurate and timely insights into healthcare consumption and costs on a multi-national scale. This study aimed to describe intramural healthcare consumption and costs across the full spectrum of TBI in Europe. The Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) core study is a prospective observational study conducted in 18 countries across Europe and in Israel. The baseline Glasgow Coma Scale (GCS) was used to differentiate patients by brain injury severity in mild (GCS 13-15), moderate (GCS 9-12), or severe (GCS ≤8) TBI. We analyzed seven main cost categories: pre-hospital care, hospital admission, surgical interventions, imaging, laboratory, blood products, and rehabilitation. Costs were estimated based on Dutch reference prices and converted to country-specific unit prices using gross domestic product (GDP)-purchasing power parity (PPP) adjustment. Mixed linear regression was used to identify between-country differences in length of stay (LOS), as a parameter of healthcare consumption. Mixed generalized linear models with gamma distribution and log link function quantified associations of patient characteristics with higher total costs. We included 4349 patients, of whom 2854 (66%) had mild, 371 (9%) had moderate, and 962 (22%) had severe TBI. Hospitalization accounted for the largest part of the intramural consumption and costs (60%). In the total study population, the mean LOS was 5.1 days at the intensive care unit (ICU) and 6.3 days at the ward. For mild, moderate, and severe TBI, mean LOS was, respectively, 1.8, 8.9, and 13.5 days at the ICU and 4.5, 10.1, and 10.3 days at the ward. Other large contributors to the total costs were rehabilitation (19%) and intracranial surgeries (8%). Total costs increased with higher age and greater trauma severity (mild; €3,800 [IQR €1,400-14,000], moderate; €37,800 [IQR €14,900-€74,200], severe; €60,400 [IQR €24,400-€112,700]). The adjusted analysis showed that female patients had lower costs than male patients (odds ratio (OR) 0.80 [CI 0.75-1.85]). Increasing TBI severity was associated with higher costs, OR 1.46 (confidence interval [CI] 1.31-1.63) and OR 1.67 [CI 1.52-1.84] for moderate and severe patients, respectively. A worse pre-morbid overall health state, increasing age and more severe systemic trauma, expressed in the Injury Severity Score (ISS), were also significantly associated with higher costs. Intramural costs of TBI are significant and are profoundly driven by hospitalization. Costs increased with trauma severity and age, and male patients incurred higher costs. Reducing LOS could be targeted with advanced care planning, in order to provide cost-effective care.
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Affiliation(s)
- Z.L. Rana Kaplan
- Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands
| | | | - Jeroen T.J.M. van Dijck
- Department of Neurosurgery, University Neurosurgical Center Holland (UNCH), Leiden University Medical Center & Haaglanden Medical Center & HAGA Teaching Hospital, Leiden/The Hague, The Netherlands
| | - Dana Pisică
- Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Nikki van Leeuwen
- Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Hester F. Lingsma
- Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Ewout W. Steyerberg
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Juanita A. Haagsma
- Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Marek Majdan
- Institute for Global Health and Epidemiology, Department of Public Health, Trnava University, Trnava, Slovakia
| | - Suzanne Polinder
- Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands
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A Long Short-Term Memory Network Using Resting-State Electroencephalogram to Predict Outcomes Following Moderate Traumatic Brain Injury. COMPUTERS 2023. [DOI: 10.3390/computers12020045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/22/2023]
Abstract
Although traumatic brain injury (TBI) is a global public health issue, not all injuries necessitate additional hospitalisation. Thinking, memory, attention, personality, and movement can all be negatively impacted by TBI. However, only a small proportion of nonsevere TBIs necessitate prolonged observation. Clinicians would benefit from an electroencephalography (EEG)-based computational intelligence model for outcome prediction by having access to an evidence-based analysis that would allow them to securely discharge patients who are at minimal risk of TBI-related mortality. Despite the increasing popularity of EEG-based deep learning research to create predictive models with breakthrough performance, particularly in epilepsy prediction, its use in clinical decision making for the diagnosis and prognosis of TBI has not been as widely exploited. Therefore, utilising 60s segments of unprocessed resting-state EEG data as input, we suggest a long short-term memory (LSTM) network that can distinguish between improved and unimproved outcomes in moderate TBI patients. Complex feature extraction and selection are avoided in this architecture. The experimental results show that, with a classification accuracy of 87.50 ± 0.05%, the proposed prognostic model outperforms three related works. The results suggest that the proposed methodology is an efficient and reliable strategy to assist clinicians in creating an automated tool for predicting treatment outcomes from EEG signals.
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8
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Robba C, Graziano F, Guglielmi A, Rebora P, Galimberti S, Taccone FS, Citerio G. Treatments for intracranial hypertension in acute brain-injured patients: grading, timing, and association with outcome. Data from the SYNAPSE-ICU study. Intensive Care Med 2023; 49:50-61. [PMID: 36622462 PMCID: PMC9852114 DOI: 10.1007/s00134-022-06937-1] [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: 09/06/2022] [Accepted: 11/08/2022] [Indexed: 01/10/2023]
Abstract
PURPOSE Uncertainties remain about the safety and efficacy of therapies for managing intracranial hypertension in acute brain injured (ABI) patients. This study aims to describe the therapeutical approaches used in ABI, with/without intracranial pressure (ICP) monitoring, among different pathologies and across different countries, and their association with six months mortality and neurological outcome. METHODS A preplanned subanalysis of the SYNAPSE-ICU study, a multicentre, prospective, international, observational cohort study, describing the ICP treatment, graded according to Therapy Intensity Level (TIL) scale, in patients with ABI during the first week of intensive care unit (ICU) admission. RESULTS 2320 patients were included in the analysis. The median age was 55 (I-III quartiles = 39-69) years, and 800 (34.5%) were female. During the first week from ICU admission, no-basic TIL was used in 382 (16.5%) patients, mild-moderate in 1643 (70.8%), and extreme in 295 cases (eTIL, 12.7%). Patients who received eTIL were younger (median age 49 (I-III quartiles = 35-62) vs 56 (40-69) years, p < 0.001), with less cardiovascular pre-injury comorbidities (859 (44%) vs 90 (31.4%), p < 0.001), with more episodes of neuroworsening (160 (56.1%) vs 653 (33.3%), p < 0.001), and were more frequently monitored with an ICP device (221 (74.9%) vs 1037 (51.2%), p < 0.001). Considerable variability in the frequency of use and type of eTIL adopted was observed between centres and countries. At six months, patients who received no-basic TIL had an increased risk of mortality (Hazard ratio, HR = 1.612, 95% Confidence Interval, CI = 1.243-2.091, p < 0.001) compared to patients who received eTIL. No difference was observed when comparing mild-moderate TIL with eTIL (HR = 1.017, 95% CI = 0.823-1.257, p = 0.873). No significant association between the use of TIL and neurological outcome was observed. CONCLUSIONS During the first week of ICU admission, therapies to control high ICP are frequently used, especially mild-moderate TIL. In selected patients, the use of aggressive strategies can have a beneficial effect on six months mortality but not on neurological outcome.
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Affiliation(s)
- Chiara Robba
- Anesthesia and Intensive Care, Policlinico San Martino, IRCCS for Oncology and Neuroscience, Genoa, Italy
- Department of Surgical Science and Integrated Diagnostic, University of Genoa, Genoa, Italy
| | - Francesca Graziano
- School of Medicine and Surgery, University of Milano - Bicocca, Monza, Italy
- Bicocca Bioinformatics Biostatistics and Bioimaging Center B4, School of Medicine and Surgery, University of Milano - Bicocca, Milan, Italy
| | - Angelo Guglielmi
- Department of Clinical-Surgical Diagnostic and Paediatric Sciences, Unit of Anaesthesia and Intensive Care, University of Pavia, Pavia, Italy
| | - Paola Rebora
- School of Medicine and Surgery, University of Milano - Bicocca, Monza, Italy
- Bicocca Bioinformatics Biostatistics and Bioimaging Center B4, School of Medicine and Surgery, University of Milano - Bicocca, Milan, Italy
| | - Stefania Galimberti
- School of Medicine and Surgery, University of Milano - Bicocca, Monza, Italy
- Bicocca Bioinformatics Biostatistics and Bioimaging Center B4, School of Medicine and Surgery, University of Milano - Bicocca, Milan, Italy
| | - Fabio S Taccone
- Department of Intensive Care, Erasme Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Giuseppe Citerio
- School of Medicine and Surgery, University of Milano - Bicocca, Monza, Italy.
- Neuroscience Department, NeuroIntensive Care Unit, Hospital San Gerardo, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy.
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Singh RD, van Dijck JTJM, van Essen TA, Lingsma HF, Polinder SS, Kompanje EJO, van Zwet EW, Steyerberg EW, de Ruiter GCW, Depreitere B, Peul WC. Randomized Evaluation of Surgery in Elderly with Traumatic Acute SubDural Hematoma (RESET-ASDH trial): study protocol for a pragmatic randomized controlled trial with multicenter parallel group design. Trials 2022; 23:242. [PMID: 35351178 PMCID: PMC8962939 DOI: 10.1186/s13063-022-06184-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 03/17/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The rapidly increasing number of elderly (≥ 65 years old) with TBI is accompanied by substantial medical and economic consequences. An ASDH is the most common injury in elderly with TBI and the surgical versus conservative treatment of this patient group remains an important clinical dilemma. Current BTF guidelines are not based on high-quality evidence and compliance is low, allowing for large international treatment variation. The RESET-ASDH trial is an international multicenter RCT on the (cost-)effectiveness of early neurosurgical hematoma evacuation versus initial conservative treatment in elderly with a t-ASDH METHODS: In total, 300 patients will be recruited from 17 Belgian and Dutch trauma centers. Patients ≥ 65 years with at first presentation a GCS ≥ 9 and a t-ASDH > 10 mm or a t-ASDH < 10 mm and a midline shift > 5 mm, or a GCS < 9 with a traumatic ASDH < 10 mm and a midline shift < 5 mm without extracranial explanation for the comatose state, for whom clinical equipoise exists will be randomized to early surgical hematoma evacuation or initial conservative management with the possibility of delayed secondary surgery. When possible, patients or their legal representatives will be asked for consent before inclusion. When obtaining patient or proxy consent is impossible within the therapeutic time window, patients are enrolled using the deferred consent procedure. Medical-ethical approval was obtained in the Netherlands and Belgium. The choice of neurosurgical techniques will be left to the discretion of the neurosurgeon. Patients will be analyzed according to an intention-to-treat design. The primary endpoint will be functional outcome on the GOS-E after 1 year. Patient recruitment starts in 2022 with the exact timing depending on the current COVID-19 crisis and is expected to end in 2024. DISCUSSION The study results will be implemented after publication and presented on international conferences. Depending on the trial results, the current Brain Trauma Foundation guidelines will either be substantiated by high-quality evidence or will have to be altered. TRIAL REGISTRATION Nederlands Trial Register (NTR), Trial NL9012 . CLINICALTRIALS gov, Trial NCT04648436 .
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Affiliation(s)
- Ranjit D Singh
- University Neurosurgical Center Holland, LUMC, HMC and Haga Teaching Hospital, Leiden and The Hague, J11 Albinusdreef 2, 2333 ZA, Leiden, The Netherlands.
| | - Jeroen T J M van Dijck
- University Neurosurgical Center Holland, LUMC, HMC and Haga Teaching Hospital, Leiden and The Hague, J11 Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
| | - Thomas A van Essen
- University Neurosurgical Center Holland, LUMC, HMC and Haga Teaching Hospital, Leiden and The Hague, J11 Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
| | - Hester F Lingsma
- Centre for Medical Decision Making, Department of Public Health, Erasmus MC-University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Suzanne S Polinder
- Department of Public Health, Erasmus MC-University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Erwin J O Kompanje
- Department of Intensive Care, Erasmus MC-University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Erik W van Zwet
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Ewout W Steyerberg
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Godard C W de Ruiter
- University Neurosurgical Center Holland, LUMC, HMC and Haga Teaching Hospital, Leiden and The Hague, J11 Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
| | | | - Wilco C Peul
- University Neurosurgical Center Holland, LUMC, HMC and Haga Teaching Hospital, Leiden and The Hague, J11 Albinusdreef 2, 2333 ZA, Leiden, The Netherlands
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Tverdal C, Aarhus M, Rønning P, Skaansar O, Skogen K, Andelic N, Helseth E. Incidence of emergency neurosurgical TBI procedures: a population-based study. BMC Emerg Med 2022; 22:1. [PMID: 34991477 PMCID: PMC8734328 DOI: 10.1186/s12873-021-00561-w] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 11/28/2021] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND The rates of emergency neurosurgery in traumatic brain injury (TBI) patients vary between populations and trauma centers. In planning acute TBI treatment, knowledge about rates and incidence of emergency neurosurgery at the population level is of importance for organization and planning of specialized health care services. This study aimed to present incidence rates and patient characteristics for the most common TBI-related emergency neurosurgical procedures. METHODS Oslo University Hospital is the only trauma center with neurosurgical services in Southeast Norway, which has a population of 3 million. We extracted prospectively collected registry data from the Oslo TBI Registry - Neurosurgery over a five-year period (2015-2019). Incidence was calculated in person-pears (crude) and age-adjusted for standard population. We conducted multivariate multivariable logistic regression models to assess variables associated with emergency neurosurgical procedures. RESULTS A total of 2151 patients with pathological head CT scans were included. One or more emergency neurosurgical procedure was performed in 27% of patients. The crude incidence was 3.9/100,000 person-years. The age-adjusted incidences in the standard population for Europe and the world were 4.0/100,000 and 3.3/100,000, respectively. The most frequent emergency neurosurgical procedure was the insertion of an intracranial pressure monitor, followed by evacuation of the mass lesion. Male sex, road traffic accidents, severe injury (low Glasgow coma score) and CT characteristics such as midline shift and compressed/absent basal cisterns were significantly associated with an increased probability of emergency neurosurgery, while older age was associated with a decreased probability. CONCLUSIONS The incidence of emergency neurosurgery in the general population is low and reflects neurosurgery procedures performed in patients with severe injuries. Hence, emergency neurosurgery for TBIs should be centralized to major trauma centers.
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Affiliation(s)
- Cathrine Tverdal
- Department of Neurosurgery, Oslo University Hospital, P. O. Box 4956 Nydalen, 0424, Oslo, Norway.
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Boks 1072 Blindern, 0316, Oslo, Norway.
| | - Mads Aarhus
- Department of Neurosurgery, Oslo University Hospital, P. O. Box 4956 Nydalen, 0424, Oslo, Norway
| | - Pål Rønning
- Department of Neurosurgery, Oslo University Hospital, P. O. Box 4956 Nydalen, 0424, Oslo, Norway
| | - Ola Skaansar
- Department of Neurosurgery, Oslo University Hospital, P. O. Box 4956 Nydalen, 0424, Oslo, Norway
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Boks 1072 Blindern, 0316, Oslo, Norway
| | - Karoline Skogen
- Department of Neuroradiology, Oslo University Hospital, P. O. Box 4956 Nydalen, 0424, Oslo, Norway
| | - Nada Andelic
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, P. O. Box 4956 Nydalen, 0424, Oslo, Norway
- Research Centre for Habilitation and Rehabilitation Models and Services (CHARM), Faculty of Medicine, Institute of Health and Society, University of Oslo, Boks 1072 Blindern, 0316, Oslo, Norway
| | - Eirik Helseth
- Department of Neurosurgery, Oslo University Hospital, P. O. Box 4956 Nydalen, 0424, Oslo, Norway
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Boks 1072 Blindern, 0316, Oslo, Norway
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Steel TL, Afshar M, Edwards S, Jolley SE, Timko C, Clark BJ, Douglas IS, Dzierba AL, Gershengorn HB, Gilpin NW, Godwin DW, Hough CL, Maldonado JR, Mehta AB, Nelson LS, Patel MB, Rastegar DA, Stollings JL, Tabakoff B, Tate JA, Wong A, Burnham EL. Research Needs for Inpatient Management of Severe Alcohol Withdrawal Syndrome: An Official American Thoracic Society Research Statement. Am J Respir Crit Care Med 2021; 204:e61-e87. [PMID: 34609257 PMCID: PMC8528516 DOI: 10.1164/rccm.202108-1845st] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Background: Severe alcohol withdrawal syndrome (SAWS) is highly morbid, costly, and common among hospitalized patients, yet minimal evidence exists to guide inpatient management. Research needs in this field are broad, spanning the translational science spectrum. Goals: This research statement aims to describe what is known about SAWS, identify knowledge gaps, and offer recommendations for research in each domain of the Institute of Medicine T0-T4 continuum to advance the care of hospitalized patients who experience SAWS. Methods: Clinicians and researchers with unique and complementary expertise in basic, clinical, and implementation research related to unhealthy alcohol consumption and alcohol withdrawal were invited to participate in a workshop at the American Thoracic Society 2019 International Conference. The committee was subdivided into four groups on the basis of interest and expertise: T0-T1 (basic science research with translation to humans), T2 (research translating to patients), T3 (research translating to clinical practice), and T4 (research translating to communities). A medical librarian conducted a pragmatic literature search to facilitate this work, and committee members reviewed and supplemented the resulting evidence, identifying key knowledge gaps. Results: The committee identified several investigative opportunities to advance the care of patients with SAWS in each domain of the translational science spectrum. Major themes included 1) the need to investigate non-γ-aminobutyric acid pathways for alcohol withdrawal syndrome treatment; 2) harnessing retrospective and electronic health record data to identify risk factors and create objective severity scoring systems, particularly for acutely ill patients with SAWS; 3) the need for more robust comparative-effectiveness data to identify optimal SAWS treatment strategies; and 4) recommendations to accelerate implementation of effective treatments into practice. Conclusions: The dearth of evidence supporting management decisions for hospitalized patients with SAWS, many of whom require critical care, represents both a call to action and an opportunity for the American Thoracic Society and larger scientific communities to improve care for a vulnerable patient population. This report highlights basic, clinical, and implementation research that diverse experts agree will have the greatest impact on improving care for hospitalized patients with SAWS.
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12
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Potentially Severe (Moderate) Traumatic Brain Injury: A New Categorization Proposal. Crit Care Med 2021; 48:1851-1854. [PMID: 32804788 DOI: 10.1097/ccm.0000000000004575] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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13
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Huijben JA, Dixit A, Stocchetti N, Maas AIR, Lingsma HF, van der Jagt M, Nelson D, Citerio G, Wilson L, Menon DK, Ercole A. Use and impact of high intensity treatments in patients with traumatic brain injury across Europe: a CENTER-TBI analysis. Crit Care 2021; 25:78. [PMID: 33622371 PMCID: PMC7901510 DOI: 10.1186/s13054-020-03370-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 11/03/2020] [Indexed: 01/09/2023] Open
Abstract
PURPOSE To study variation in, and clinical impact of high Therapy Intensity Level (TIL) treatments for elevated intracranial pressure (ICP) in patients with traumatic brain injury (TBI) across European Intensive Care Units (ICUs). METHODS We studied high TIL treatments (metabolic suppression, hypothermia (< 35 °C), intensive hyperventilation (PaCO2 < 4 kPa), and secondary decompressive craniectomy) in patients receiving ICP monitoring in the ICU stratum of the CENTER-TBI study. A random effect logistic regression model was used to determine between-centre variation in their use. A propensity score-matched model was used to study the impact on outcome (6-months Glasgow Outcome Score-extended (GOSE)), whilst adjusting for case-mix severity, signs of brain herniation on imaging, and ICP. RESULTS 313 of 758 patients from 52 European centres (41%) received at least one high TIL treatment with significant variation between centres (median odds ratio = 2.26). Patients often transiently received high TIL therapies without escalation from lower tier treatments. 38% of patients with high TIL treatment had favourable outcomes (GOSE ≥ 5). The use of high TIL treatment was not significantly associated with worse outcome (285 matched pairs, OR 1.4, 95% CI [1.0-2.0]). However, a sensitivity analysis excluding high TIL treatments at day 1 or use of metabolic suppression at any day did reveal a statistically significant association with worse outcome. CONCLUSION Substantial between-centre variation in use of high TIL treatments for TBI was found and treatment escalation to higher TIL treatments were often not preceded by more conventional lower TIL treatments. The significant association between high TIL treatments after day 1 and worse outcomes may reflect aggressive use or unmeasured confounders or inappropriate escalation strategies. TAKE HOME MESSAGE Substantial variation was found in the use of highly intensive ICP-lowering treatments across European ICUs and a stepwise escalation strategy from lower to higher intensity level therapy is often lacking. Further research is necessary to study the impact of high therapy intensity treatments. TRIAL REGISTRATION The core study was registered with ClinicalTrials.gov, number NCT02210221, registered 08/06/2014, https://clinicaltrials.gov/ct2/show/NCT02210221?id=NCT02210221&draw=1&rank=1 and with Resource Identification Portal (RRID: SCR_015582).
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Affiliation(s)
- Jilske A Huijben
- Center for Medical Decision Sciences, Department of Public Health, Erasmus MC- University Medical Center Rotterdam, Rotterdam, The Netherlands.
| | - Abhishek Dixit
- Division of Anaesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Nino Stocchetti
- Department of Pathophysiology and Transplants, University of Milan, Milan, Italy
- Fondazione IRCCS Ca'Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Andrew I R Maas
- Department of Neurosurgery, Antwerp University Hospital and University of Antwerp, Edegem, Belgium
| | - Hester F Lingsma
- Center for Medical Decision Sciences, Department of Public Health, Erasmus MC- University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Mathieu van der Jagt
- Department of Intensive Care Adults, Erasmus MC- University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - David Nelson
- Section for Perioperative Medicine and Intensive Care, Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Giuseppe Citerio
- School of Medicine and Surgery, University of Milan-Bicocca, Milan, Italy
- Neurointensive Care, San Gerardo Hospital, ASST-Monza, Monza, Italy
| | - Lindsay Wilson
- Division of Psychology, University of Stirling, Stirling, UK
| | - David K Menon
- Division of Anaesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Ari Ercole
- Division of Anaesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
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Evolution Over Time of Ventilatory Management and Outcome of Patients With Neurologic Disease. Crit Care Med 2021; 49:1095-1106. [PMID: 33729719 DOI: 10.1097/ccm.0000000000004921] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVES To describe the changes in ventilator management over time in patients with neurologic disease at ICU admission and to estimate factors associated with 28-day hospital mortality. DESIGN Secondary analysis of three prospective, observational, multicenter studies. SETTING Cohort studies conducted in 2004, 2010, and 2016. PATIENTS Adult patients who received mechanical ventilation for more than 12 hours. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Among the 20,929 patients enrolled, we included 4,152 (20%) mechanically ventilated patients due to different neurologic diseases. Hemorrhagic stroke and brain trauma were the most common pathologies associated with the need for mechanical ventilation. Although volume-cycled ventilation remained the preferred ventilation mode, there was a significant (p < 0.001) increment in the use of pressure support ventilation. The proportion of patients receiving a protective lung ventilation strategy was increased over time: 47% in 2004, 63% in 2010, and 65% in 2016 (p < 0.001), as well as the duration of protective ventilation strategies: 406 days per 1,000 mechanical ventilation days in 2004, 523 days per 1,000 mechanical ventilation days in 2010, and 585 days per 1,000 mechanical ventilation days in 2016 (p < 0.001). There were no differences in the length of stay in the ICU, mortality in the ICU, and mortality in hospital from 2004 to 2016. Independent risk factors for 28-day mortality were age greater than 75 years, Simplified Acute Physiology Score II greater than 50, the occurrence of organ dysfunction within first 48 hours after brain injury, and specific neurologic diseases such as hemorrhagic stroke, ischemic stroke, and brain trauma. CONCLUSIONS More lung-protective ventilatory strategies have been implemented over years in neurologic patients with no effect on pulmonary complications or on survival. We found several prognostic factors on mortality such as advanced age, the severity of the disease, organ dysfunctions, and the etiology of neurologic disease.
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van Dijck JTJM, Mostert CQB, Greeven APA, Kompanje EJO, Peul WC, de Ruiter GCW, Polinder S. Functional outcome, in-hospital healthcare consumption and in-hospital costs for hospitalised traumatic brain injury patients: a Dutch prospective multicentre study. Acta Neurochir (Wien) 2020; 162:1607-1618. [PMID: 32410121 PMCID: PMC7295836 DOI: 10.1007/s00701-020-04384-9] [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: 04/19/2020] [Accepted: 04/29/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND The high occurrence and acute and chronic sequelae of traumatic brain injury (TBI) cause major healthcare and socioeconomic challenges. This study aimed to describe outcome, in-hospital healthcare consumption and in-hospital costs of patients with TBI. METHODS We used data from hospitalised TBI patients that were included in the prospective observational CENTER-TBI study in three Dutch Level I Trauma Centres from 2015 to 2017. Clinical data was completed with data on in-hospital healthcare consumption and costs. TBI severity was classified using the Glasgow Coma Score (GCS). Patient outcome was measured by in-hospital mortality and Glasgow Outcome Score-Extended (GOSE) at 6 months. In-hospital costs were calculated following the Dutch guidelines for cost calculation. RESULTS A total of 486 TBI patients were included. Mean age was 56.1 ± 22.4 years and mean GCS was 12.7 ± 3.8. Six-month mortality (4.2%-66.7%), unfavourable outcome (GOSE ≤ 4) (14.6%-80.4%) and full recovery (GOSE = 8) (32.5%-5.9%) rates varied from patients with mild TBI (GCS13-15) to very severe TBI (GCS3-5). Length of stay (8 ± 13 days) and in-hospital costs (€11,920) were substantial and increased with higher TBI severity, presence of intracranial abnormalities, extracranial injury and surgical intervention. Costs were primarily driven by admission (66%) and surgery (13%). CONCLUSION In-hospital mortality and unfavourable outcome rates were rather high, but many patients also achieved full recovery. Hospitalised TBI patients show substantial in-hospital healthcare consumption and costs, even in patients with mild TBI. Because these costs are likely to be an underestimation of the actual total costs, more research is required to investigate the actual costs-effectiveness of TBI care.
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Affiliation(s)
- Jeroen T J M van Dijck
- Department of Neurosurgery, University Neurosurgical Center Holland, LUMC, HMC & Haga Teaching Hospital, Leiden, The Hague, The Netherlands.
- LUMC, Albinusdreef 2, J-11-R-83, 2333 ZA, Leiden, The Netherlands.
| | - Cassidy Q B Mostert
- Department of Neurosurgery, University Neurosurgical Center Holland, LUMC, HMC & Haga Teaching Hospital, Leiden, The Hague, The Netherlands
| | | | - Erwin J O Kompanje
- Department of Intensive Care, Erasmus MC-University Medical Centre Rotterdam, Rotterdam, The Netherlands
- Department of Medical Ethics and Philosophy of Medicine, Erasmus MC-University Medical Centre Rotterdam, Rotterdam, The Netherlands
| | - Wilco C Peul
- Department of Neurosurgery, University Neurosurgical Center Holland, LUMC, HMC & Haga Teaching Hospital, Leiden, The Hague, The Netherlands
| | - Godard C W de Ruiter
- Department of Neurosurgery, University Neurosurgical Center Holland, LUMC, HMC & Haga Teaching Hospital, Leiden, The Hague, The Netherlands
| | - Suzanne Polinder
- Department of Public Health, Erasmus MC-University Medical Centre Rotterdam, Rotterdam, The Netherlands
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Huijben JA, Wiegers EJA, Ercole A, de Keizer NF, Maas AIR, Steyerberg EW, Citerio G, Wilson L, Polinder S, Nieboer D, Menon D, Lingsma HF, van der Jagt M. Quality indicators for patients with traumatic brain injury in European intensive care units: a CENTER-TBI study. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2020; 24:78. [PMID: 32131882 PMCID: PMC7057641 DOI: 10.1186/s13054-020-2791-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Accepted: 02/14/2020] [Indexed: 11/10/2022]
Abstract
BACKGROUND The aim of this study is to validate a previously published consensus-based quality indicator set for the management of patients with traumatic brain injury (TBI) at intensive care units (ICUs) in Europe and to study its potential for quality measurement and improvement. METHODS Our analysis was based on 2006 adult patients admitted to 54 ICUs between 2014 and 2018, enrolled in the CENTER-TBI study. Indicator scores were calculated as percentage adherence for structure and process indicators and as event rates or median scores for outcome indicators. Feasibility was quantified by the completeness of the variables. Discriminability was determined by the between-centre variation, estimated with a random effect regression model adjusted for case-mix severity and quantified by the median odds ratio (MOR). Statistical uncertainty of outcome indicators was determined by the median number of events per centre, using a cut-off of 10. RESULTS A total of 26/42 indicators could be calculated from the CENTER-TBI database. Most quality indicators proved feasible to obtain with more than 70% completeness. Sub-optimal adherence was found for most quality indicators, ranging from 26 to 93% and 20 to 99% for structure and process indicators. Significant (p < 0.001) between-centre variation was found in seven process and five outcome indicators with MORs ranging from 1.51 to 4.14. Statistical uncertainty of outcome indicators was generally high; five out of seven had less than 10 events per centre. CONCLUSIONS Overall, nine structures, five processes, but none of the outcome indicators showed potential for quality improvement purposes for TBI patients in the ICU. Future research should focus on implementation efforts and continuous reevaluation of quality indicators. TRIAL REGISTRATION The core study was registered with ClinicalTrials.gov, number NCT02210221, registered on August 06, 2014, with Resource Identification Portal (RRID: SCR_015582).
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Affiliation(s)
- Jilske A Huijben
- Department of Public Health, Center for Medical Decision Sciences, Erasmus MC- University Medical Center Rotterdam, Rotterdam, The Netherlands.
| | - Eveline J A Wiegers
- Department of Public Health, Center for Medical Decision Sciences, Erasmus MC- University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Ari Ercole
- Division of Anaesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Nicolette F de Keizer
- Department of Medical Informatics, Amsterdam Public Health Research Institute, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Andrew I R Maas
- Department of Neurosurgery, Antwerp University Hospital, University of Antwerp, Edegem, Belgium
| | - Ewout W Steyerberg
- Department of Public Health, Center for Medical Decision Sciences, Erasmus MC- University Medical Center Rotterdam, Rotterdam, The Netherlands.,Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Giuseppe Citerio
- School of Medicine and Surgery, University of Milan-Bicocca, Milan, Italy.,Neurointensive care, San Gerardo Hospital, ASST-Monza, Monza, Italy
| | - Lindsay Wilson
- Division of Psychology, University of Stirling, Stirling, UK
| | - Suzanne Polinder
- Department of Public Health, Center for Medical Decision Sciences, Erasmus MC- University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Daan Nieboer
- Department of Public Health, Center for Medical Decision Sciences, Erasmus MC- University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - David Menon
- Division of Anaesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Hester F Lingsma
- Department of Public Health, Center for Medical Decision Sciences, Erasmus MC- University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Mathieu van der Jagt
- Department of Intensive Care Adults, Erasmus MC- University Medical Center Rotterdam, Rotterdam, The Netherlands
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Changing care pathways and between-center practice variations in intensive care for traumatic brain injury across Europe: a CENTER-TBI analysis. Intensive Care Med 2020; 46:995-1004. [PMID: 32100061 PMCID: PMC7210239 DOI: 10.1007/s00134-020-05965-z] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 02/09/2020] [Indexed: 10/28/2022]
Abstract
PURPOSE To describe ICU stay, selected management aspects, and outcome of Intensive Care Unit (ICU) patients with traumatic brain injury (TBI) in Europe, and to quantify variation across centers. METHODS This is a prospective observational multicenter study conducted across 18 countries in Europe and Israel. Admission characteristics, clinical data, and outcome were described at patient- and center levels. Between-center variation in the total ICU population was quantified with the median odds ratio (MOR), with correction for case-mix and random variation between centers. RESULTS A total of 2138 patients were admitted to the ICU, with median age of 49 years; 36% of which were mild TBI (Glasgow Coma Scale; GCS 13-15). Within, 72 h 636 (30%) were discharged and 128 (6%) died. Early deaths and long-stay patients (> 72 h) had more severe injuries based on the GCS and neuroimaging characteristics, compared with short-stay patients. Long-stay patients received more monitoring and were treated at higher intensity, and experienced worse 6-month outcome compared to short-stay patients. Between-center variations were prominent in the proportion of short-stay patients (MOR = 2.3, p < 0.001), use of intracranial pressure (ICP) monitoring (MOR = 2.5, p < 0.001) and aggressive treatments (MOR = 2.9, p < 0.001); and smaller in 6-month outcome (MOR = 1.2, p = 0.01). CONCLUSIONS Half of contemporary TBI patients at the ICU have mild to moderate head injury. Substantial between-center variations exist in ICU stay and treatment policies, and less so in outcome. It remains unclear whether admission of short-stay patients represents appropriate prudence or inappropriate use of clinical resources.
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Abstract
OBJECTIVES To characterize admission patterns, treatments, and outcomes among patients with moderate traumatic brain injury. DESIGN Retrospective cohort study. SETTING National Trauma Data Bank. PATIENTS Adults (age > 18 yr) with moderate traumatic brain injury (International Classification of Diseases, Ninth revision codes and admission Glasgow Coma Scale score of 9-13) in the National Trauma Data Bank between 2007 and 2014. INTERVENTIONS None. MEASUREMENT AND MAIN RESULTS Demographics, mechanism of injury, hospital course, and facility characteristics were examined. Admission characteristics associated with discharge outcomes were analyzed using multivariable Poisson regression models. Of 114,066 patients, most were white (62%), male (69%), and had median admission Glasgow Coma Scale score of 12 (interquartile range, 10-13). Seventy-seven percent had isolated traumatic brain injury. Concussion, which accounted for 25% of moderate traumatic brain injury, was the most frequent traumatic brain injury diagnosis. Fourteen percent received mechanical ventilation, and 66% were admitted to ICU. Over 50% received care at a community hospital. Seven percent died, and 32% had a poor outcome, including those with Glasgow Coma Scale score of 13. Compared with patients 18-44 years, patients 45-64 years were twice as likely (adjusted relative risk, 1.97; 95% CI, 1.92-2.02) and patients over 80 years were five times as likely (adjusted relative risk, 4.66; 95% CI, 4.55-4.76) to have a poor outcome. Patients with a poor discharge outcome were more likely to have had hypotension at admission (adjusted relative risk, 1.10; 95% CI, 1.06-1.14), lower admission Glasgow Coma Scale (adjusted relative risk, 1.37; 95% CI, 1.34-1.40), higher Injury Severity Score (adjusted relative risk, 2.97; 95% CI, 2.86-3.09), and polytrauma (adjusted relative risk, 1.05; 95% CI, 1.02-1.07), compared with those without poor discharge outcomes. CONCLUSIONS Many patients with moderate traumatic brain injury deteriorate, require neurocritical care, and experience poor outcomes. Optimization of care and outcomes for this vulnerable group of patients are urgently needed.
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van Dijck JTJM, Dijkman MD, Ophuis RH, de Ruiter GCW, Peul WC, Polinder S. In-hospital costs after severe traumatic brain injury: A systematic review and quality assessment. PLoS One 2019; 14:e0216743. [PMID: 31071199 PMCID: PMC6508680 DOI: 10.1371/journal.pone.0216743] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 04/28/2019] [Indexed: 12/19/2022] Open
Abstract
Background The in-hospital treatment of patients with traumatic brain injury (TBI) is considered to be expensive, especially in patients with severe TBI (s-TBI). To improve future treatment decision-making, resource allocation and research initiatives, this study reviewed the in-hospital costs for patients with s-TBI and the quality of study methodology. Methods A systematic search was performed using the following databases: PubMed, MEDLINE, Embase, Web of Science, Cochrane library, CENTRAL, Emcare, PsychINFO, Academic Search Premier and Google Scholar. Articles published before August 2018 reporting in-hospital acute care costs for patients with s-TBI were included. Quality was assessed by using a 19-item checklist based on the CHEERS statement. Results Twenty-five out of 2372 articles were included. In-hospital costs per patient were generally high and ranged from $2,130 to $401,808. Variation between study results was primarily caused by methodological heterogeneity and variable patient and treatment characteristics. The quality assessment showed variable study quality with a mean total score of 71% (range 48% - 96%). Especially items concerning cost data scored poorly (49%) because data source, cost calculation methodology and outcome reporting were regularly unmentioned or inadequately reported. Conclusions Healthcare consumption and in-hospital costs for patients with s-TBI were high and varied widely between studies. Costs were primarily driven by the length of stay and surgical intervention and increased with higher TBI severity. However, drawing firm conclusions on the actual in-hospital costs of patients sustaining s-TBI was complicated due to variation and inadequate quality of the included studies. Future economic evaluations should focus on the long-term cost-effectiveness of treatment strategies and use guideline recommendations and common data elements to improve study quality.
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Affiliation(s)
- Jeroen T. J. M. van Dijck
- Department of Neurosurgery, Neurosurgical Center Holland, Leiden University Medical Center, Leiden, The Netherlands
- Department of Neurosurgery, Neurosurgical Center Holland, Haaglanden Medical Center, The Hague, The Netherlands
- Department of Neurosurgery, Neurosurgical Center Holland, Haga Teaching Hospital, The Hague, The Netherlands
- * E-mail:
| | - Mark D. Dijkman
- Department of Neurosurgery, Neurosurgical Center Holland, Leiden University Medical Center, Leiden, The Netherlands
- Department of Neurosurgery, Neurosurgical Center Holland, Haaglanden Medical Center, The Hague, The Netherlands
- Department of Neurosurgery, Neurosurgical Center Holland, Haga Teaching Hospital, The Hague, The Netherlands
| | - Robbin H. Ophuis
- Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Godard C. W. de Ruiter
- Department of Neurosurgery, Neurosurgical Center Holland, Leiden University Medical Center, Leiden, The Netherlands
- Department of Neurosurgery, Neurosurgical Center Holland, Haaglanden Medical Center, The Hague, The Netherlands
- Department of Neurosurgery, Neurosurgical Center Holland, Haga Teaching Hospital, The Hague, The Netherlands
| | - Wilco C. Peul
- Department of Neurosurgery, Neurosurgical Center Holland, Leiden University Medical Center, Leiden, The Netherlands
- Department of Neurosurgery, Neurosurgical Center Holland, Haaglanden Medical Center, The Hague, The Netherlands
- Department of Neurosurgery, Neurosurgical Center Holland, Haga Teaching Hospital, The Hague, The Netherlands
| | - Suzanne Polinder
- Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands
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20
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van Dijck JTJM, van Essen TA, Dijkman MD, Mostert CQB, Polinder S, Peul WC, de Ruiter GCW. Functional and patient-reported outcome versus in-hospital costs after traumatic acute subdural hematoma (t-ASDH): a neurosurgical paradox? Acta Neurochir (Wien) 2019; 161:875-884. [PMID: 30923919 PMCID: PMC6483942 DOI: 10.1007/s00701-019-03878-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Accepted: 03/12/2019] [Indexed: 11/29/2022]
Abstract
BACKGROUND The decision whether to operate or not in patients with a traumatic acute subdural hematoma (t-ASDH) can, in many cases, be a neurosurgical dilemma. There is a general conception that operating on severe cases leads to the survival of severely disabled patients and is associated with relatively high medical costs. There is however little information on the quality of life of patients after operation for t-ASDH, let alone on the cost-effectiveness. METHODS This study retrospectively investigated patient outcome and in-hospital costs for 108 consecutive patients with a t-ASDH. Patient outcome was assessed using the Glasgow Outcome Score (GOS) and the Traumatic Brain Injury (TBI)-specific QOLIBRI questionnaire. The in-hospital costs were calculated using the Dutch guidelines for costs calculation. RESULTS Out of 108 patients, 40 were classified as having sustained a mild (Glasgow Coma Scale (GCS) 13-15), 19 a moderate (GCS 9-12), and 49 a severe (GCS 3-8) TBI. As expected, mortality rates increased with higher TBI severity (23%, 47%, and 61% respectively), whereas the chance for favorable outcome (GOS 4-5) decreased (72%, 47%, and 29%). Interestingly, the mean QOLIBRI scores for survivors were quite similar between the TBI severity groups (61, 61, and 64). Healthcare consumption and in-hospital costs increased with TBI severity. In-hospital costs were relatively high (€24,980), especially after emergency surgery (€28,670) and when additional ICP monitoring was used (€36,580). CONCLUSIONS Although this study confirms that outcome is often "unfavorable" after t-ASDH, it also shows that "favorable" outcome can be achieved, even in the most severely injured patients. In-hospital treatment costs were substantial and mainly related to TBI severity, with admission and surgery as main cost drivers. These results serve as a basis for necessary future research focusing on the value-based cost-effectiveness of surgical treatment of patients with a t-ASDH.
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Affiliation(s)
- Jeroen T J M van Dijck
- Department of Neurosurgery, University Neurosurgical Center Holland (UNCH), Leiden University Medical Center & Haaglanden Medical Center & Haga Teaching Hospital, Leiden/The Hague, The Netherlands.
| | - Thomas A van Essen
- Department of Neurosurgery, University Neurosurgical Center Holland (UNCH), Leiden University Medical Center & Haaglanden Medical Center & Haga Teaching Hospital, Leiden/The Hague, The Netherlands
| | - Mark D Dijkman
- Department of Neurosurgery, University Neurosurgical Center Holland (UNCH), Leiden University Medical Center & Haaglanden Medical Center & Haga Teaching Hospital, Leiden/The Hague, The Netherlands
| | - Cassidy Q B Mostert
- Department of Neurosurgery, University Neurosurgical Center Holland (UNCH), Leiden University Medical Center & Haaglanden Medical Center & Haga Teaching Hospital, Leiden/The Hague, The Netherlands
| | - Suzanne Polinder
- Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Wilco C Peul
- Department of Neurosurgery, University Neurosurgical Center Holland (UNCH), Leiden University Medical Center & Haaglanden Medical Center & Haga Teaching Hospital, Leiden/The Hague, The Netherlands
| | - Godard C W de Ruiter
- Department of Neurosurgery, University Neurosurgical Center Holland (UNCH), Leiden University Medical Center & Haaglanden Medical Center & Haga Teaching Hospital, Leiden/The Hague, The Netherlands
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Abstract
PURPOSE OF REVIEW Traumatic brain injury (TBI) remains an unfortunately common disease with potentially devastating consequences for patients and their families. However, it is important to remember that it is a spectrum of disease and thus, a one 'treatment fits all' approach is not appropriate to achieve optimal outcomes. This review aims to inform readers about recent updates in prehospital and neurocritical care management of patients with TBI. RECENT FINDINGS Prehospital care teams which include a physician may reduce mortality. The commonly held value of SBP more than 90 in TBI is now being challenged. There is increasing evidence that patients do better if managed in specialized neurocritical care or trauma ICU. Repeating computed tomography brain 12 h after initial scan may be of benefit. Elderly patients with TBI appear not to want an operation if it might leave them cognitively impaired. SUMMARY Prehospital and neuro ICU management of TBI patients can significantly improve patient outcome. However, it is important to also consider whether these patients would actually want to be treated particularly in the elderly population.
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22
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Final outcome trends in severe traumatic brain injury: a 25-year analysis of single center data. Acta Neurochir (Wien) 2018; 160:2291-2302. [PMID: 30377831 DOI: 10.1007/s00701-018-3705-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Accepted: 10/16/2018] [Indexed: 01/03/2023]
Abstract
BACKGROUND Evidence from the last 25 years indicates a modest reduction of mortality after severe traumatic head injury (sTBI). This study evaluates the variation over time of the whole Glasgow Outcome Scale (GOS) throughout those years. METHODS The study is an observational cohort study of adults (≥ 15 years old) with closed sTBI (GCS ≤ 8) who were admitted within 48 h after injury. The final outcome was the 1-year GOS, which was divided as follows: (1) dead/vegetative, (2) severely disabled (dependent patients), and (3) good/moderate recovery (independent patients). Patients were treated uniformly according to international protocols in a dedicated ICU. We considered patient characteristics that were previously identified as important predictors and could be determined easily and reliably. The admission years were divided into three intervals (1987-1995, 1996-2004, and 2005-2012), and the following individual CT characteristics were noted: the presence of traumatic subarachnoid or intraventricular hemorrhage (tSAH, IVH), midline shift, cisternal status, and the volume of mass lesions (A × B × C/2). Ordinal logistic regression was performed to estimate associations between predictors and outcomes. The patients' estimated propensity scores were included as an independent variable in the ordinal logistic regression model (TWANG R package). FINDINGS The variables associated with the outcome were age, pupils, motor score, deterioration, shock, hypoxia, cistern status, IVH, tSAH, and epidural volume. When adjusting for those variables and the propensity score, we found a reduction in mortality from 55% (1987-1995) to 38% (2005-2012), but we discovered an increase in dependent patients from 10 to 21% and just a modest increase in independent patients of 6%. CONCLUSIONS This study covers 25 years of management of sTBI in a single neurosurgical center. The prognostic factors are similar to those in the literature. The improvement in mortality does not translate to better quality of life.
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23
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Huijben JA, Volovici V, Cnossen MC, Haitsma IK, Stocchetti N, Maas AIR, Menon DK, Ercole A, Citerio G, Nelson D, Polinder S, Steyerberg EW, Lingsma HF, van der Jagt M. Variation in general supportive and preventive intensive care management of traumatic brain injury: a survey in 66 neurotrauma centers participating in the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) study. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2018; 22:90. [PMID: 29650049 PMCID: PMC5898014 DOI: 10.1186/s13054-018-2000-6] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Accepted: 02/19/2018] [Indexed: 12/20/2022]
Abstract
Background General supportive and preventive measures in the intensive care management of traumatic brain injury (TBI) aim to prevent or limit secondary brain injury and optimize recovery. The aim of this survey was to assess and quantify variation in perceptions on intensive care unit (ICU) management of patients with TBI in European neurotrauma centers. Methods We performed a survey as part of the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) study. We analyzed 23 questions focused on: 1) circulatory and respiratory management; 2) fever control; 3) use of corticosteroids; 4) nutrition and glucose management; and 5) seizure prophylaxis and treatment. Results The survey was completed predominantly by intensivists (n = 33, 50%) and neurosurgeons (n = 23, 35%) from 66 centers (97% response rate). The most common cerebral perfusion pressure (CPP) target was > 60 mmHg (n = 39, 60%) and/or an individualized target (n = 25, 38%). To support CPP, crystalloid fluid loading (n = 60, 91%) was generally preferred over albumin (n = 15, 23%), and vasopressors (n = 63, 96%) over inotropes (n = 29, 44%). The most commonly reported target of partial pressure of carbon dioxide in arterial blood (PaCO2) was 36–40 mmHg (4.8–5.3 kPa) in case of controlled intracranial pressure (ICP) < 20 mmHg (n = 45, 69%) and PaCO2 target of 30–35 mmHg (4–4.7 kPa) in case of raised ICP (n = 40, 62%). Almost all respondents indicated to generally treat fever (n = 65, 98%) with paracetamol (n = 61, 92%) and/or external cooling (n = 49, 74%). Conventional glucose management (n = 43, 66%) was preferred over tight glycemic control (n = 18, 28%). More than half of the respondents indicated to aim for full caloric replacement within 7 days (n = 43, 66%) using enteral nutrition (n = 60, 92%). Indications for and duration of seizure prophylaxis varied, and levetiracetam was mostly reported as the agent of choice for both seizure prophylaxis (n = 32, 49%) and treatment (n = 40, 61%). Conclusions Practice preferences vary substantially regarding general supportive and preventive measures in TBI patients at ICUs of European neurotrauma centers. These results provide an opportunity for future comparative effectiveness research, since a more evidence-based uniformity in good practices in general ICU management could have a major impact on TBI outcome. Electronic supplementary material The online version of this article (10.1186/s13054-018-2000-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Jilske A Huijben
- Center for Medical Decision Making, Department of Public Health, Erasmus Medical Center Rotterdam, Rotterdam, the Netherlands.
| | - Victor Volovici
- Center for Medical Decision Making, Department of Public Health, Erasmus Medical Center Rotterdam, Rotterdam, the Netherlands.,Department of Neurosurgery, Office H-703, Erasmus MC Stroke Center and Brain Tumor Center, Erasmus Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Maryse C Cnossen
- Center for Medical Decision Making, Department of Public Health, Erasmus Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Iain K Haitsma
- Department of Neurosurgery, Office H-703, Erasmus MC Stroke Center and Brain Tumor Center, Erasmus Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Nino Stocchetti
- Department of Pathophysiology and Transplants, University of Milan, Milan, Italy.,Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Department of Anesthesia and Critical Care, Neuroscience Intensive Care Unit, Milan, Italy
| | - Andrew I R Maas
- Department of Neurosurgery, Antwerp University Hospital and University of Antwerp, Edegem, Belgium
| | - David K Menon
- Division of Anaesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Ari Ercole
- Division of Anaesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Giuseppe Citerio
- School of Medicine and Surgery, University of Milan-Bicocca, Milan, Italy.,Neurointensive Care, San Gerardo Hospital, ASST-Monza, Monza, Italy
| | - David Nelson
- Section for Perioperative Medicine and Intensive Care, Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Suzanne Polinder
- Center for Medical Decision Making, Department of Public Health, Erasmus Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Ewout W Steyerberg
- Center for Medical Decision Making, Department of Public Health, Erasmus Medical Center Rotterdam, Rotterdam, the Netherlands.,Department of Medical Statistics and Bioinformatics, Leiden University Medical Center, Leiden, the Netherlands
| | - Hester F Lingsma
- Center for Medical Decision Making, Department of Public Health, Erasmus Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Mathieu van der Jagt
- Department of Intensive Care and Erasmus MC Stroke Center, Erasmus Medical Center, Rotterdam, the Netherlands
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Moderate Traumatic Brain Injury: Clinical Characteristics and a Prognostic Model of 12-Month Outcome. World Neurosurg 2018; 114:e1199-e1210. [PMID: 29614364 DOI: 10.1016/j.wneu.2018.03.176] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2017] [Revised: 03/23/2018] [Accepted: 03/24/2018] [Indexed: 01/03/2023]
Abstract
BACKGROUND Patients with moderate traumatic brain injury (TBI) often are studied together with patients with severe TBI, even though the expected outcome of the former is better. Therefore, we aimed to describe patient characteristics and 12-month outcomes, and to develop a prognostic model based on admission data, specifically for patients with moderate TBI. METHODS Patients with Glasgow Coma Scale scores of 9-13 and age ≥16 years were prospectively enrolled in 2 level I trauma centers in Europe. Glasgow Outcome Scale Extended (GOSE) score was assessed at 12 months. A prognostic model predicting moderate disability or worse (GOSE score ≤6), as opposed to a good recovery, was fitted by penalized regression. Model performance was evaluated by area under the curve of the receiver operating characteristics curves. RESULTS Of the 395 enrolled patients, 81% had intracranial lesions on head computed tomography, and 71% were admitted to an intensive care unit. At 12 months, 44% were moderately disabled or worse (GOSE score ≤6), whereas 8% were severely disabled and 6% died (GOSE score ≤4). Older age, lower Glasgow Coma Scale score, no day-of-injury alcohol intoxication, presence of a subdural hematoma, occurrence of hypoxia and/or hypotension, and preinjury disability were significant predictors of GOSE score ≤6 (area under the curve = 0.80). CONCLUSIONS Patients with moderate TBI exhibit characteristics of significant brain injury. Although few patients died or experienced severe disability, 44% did not experience good recovery, indicating that follow-up is needed. The model is a first step in development of prognostic models for moderate TBI that are valid across centers.
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25
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Cnossen MC, Huijben JA, van der Jagt M, Volovici V, van Essen T, Polinder S, Nelson D, Ercole A, Stocchetti N, Citerio G, Peul WC, Maas AIR, Menon D, Steyerberg EW, Lingsma HF. Variation in monitoring and treatment policies for intracranial hypertension in traumatic brain injury: a survey in 66 neurotrauma centers participating in the CENTER-TBI study. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2017; 21:233. [PMID: 28874206 PMCID: PMC5586023 DOI: 10.1186/s13054-017-1816-9] [Citation(s) in RCA: 90] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Accepted: 08/10/2017] [Indexed: 11/23/2022]
Abstract
Background No definitive evidence exists on how intracranial hypertension should be treated in patients with traumatic brain injury (TBI). It is therefore likely that centers and practitioners individually balance potential benefits and risks of different intracranial pressure (ICP) management strategies, resulting in practice variation. The aim of this study was to examine variation in monitoring and treatment policies for intracranial hypertension in patients with TBI. Methods A 29-item survey on ICP monitoring and treatment was developed on the basis of literature and expert opinion, and it was pilot-tested in 16 centers. The questionnaire was sent to 68 neurotrauma centers participating in the Collaborative European Neurotrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) study. Results The survey was completed by 66 centers (97% response rate). Centers were mainly academic hospitals (n = 60, 91%) and designated level I trauma centers (n = 44, 67%). The Brain Trauma Foundation guidelines were used in 49 (74%) centers. Approximately 90% of the participants (n = 58) indicated placing an ICP monitor in patients with severe TBI and computed tomographic abnormalities. There was no consensus on other indications or on peri-insertion precautions. We found wide variation in the use of first- and second-tier treatments for elevated ICP. Approximately half of the centers were classified as using a relatively aggressive approach to ICP monitoring and treatment (n = 32, 48%), whereas the others were considered more conservative (n = 34, 52%). Conclusions Substantial variation was found regarding monitoring and treatment policies in patients with TBI and intracranial hypertension. The results of this survey indicate a lack of consensus between European neurotrauma centers and provide an opportunity and necessity for comparative effectiveness research. Electronic supplementary material The online version of this article (doi:10.1186/s13054-017-1816-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Maryse C Cnossen
- Center for Medical Decision Making, Department of Public Health, Erasmus MC, Rotterdam, The Netherlands.
| | - Jilske A Huijben
- Center for Medical Decision Making, Department of Public Health, Erasmus MC, Rotterdam, The Netherlands
| | | | - Victor Volovici
- Center for Medical Decision Making, Department of Public Health, Erasmus MC, Rotterdam, The Netherlands.,Department of Neurosurgery, Erasmus MC, Rotterdam, The Netherlands
| | - Thomas van Essen
- Department of Neurosurgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Suzanne Polinder
- Center for Medical Decision Making, Department of Public Health, Erasmus MC, Rotterdam, The Netherlands
| | - David Nelson
- Department of Physiology and Pharmacology, Section of Perioperative Medicine and Intensive Care, Karolinska Institutet, Stockholm, Sweden
| | - Ari Ercole
- Division of Anesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Nino Stocchetti
- Department of Pathophysiology and Transplants, University of Milan, Milan, Italy.,Fondazione IRCCS Ca' Granda - Ospedale Maggiore Policlinico, Department of Anesthesia and Critical Care, Neuroscience Intensive Care Unit, Milan, Italy
| | - Giuseppe Citerio
- School of Medicine and Surgery, University of Milano Bicocca, Milan, Italy.,Neurointensive Care Unit, San Gerardo Hospital, ASST-Monza, Monza, Italy
| | - Wilco C Peul
- Department of Neurosurgery, Leiden University Medical Center, Leiden, The Netherlands.,Department of Neurosurgery, Haaglanden Medical Center, The Hague, The Netherlands
| | - Andrew I R Maas
- Department of Neurosurgery, Antwerp University Hospital and University of Antwerp, Edegem, Belgium
| | - David Menon
- Division of Anesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Ewout W Steyerberg
- Center for Medical Decision Making, Department of Public Health, Erasmus MC, Rotterdam, The Netherlands.,Department of Medical Statistics and Bioinformatics, Leiden University Medical Center, Leiden, The Netherlands
| | - Hester F Lingsma
- Center for Medical Decision Making, Department of Public Health, Erasmus MC, Rotterdam, The Netherlands
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