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Chen W, Chen J, Li D. Temporal trends and practice variation in early repair of the ruptured aneurysm among patients with aneurysmal subarachnoid hemorrhage in the United States, 2012-2019. Int J Stroke 2025; 20:245-253. [PMID: 39254210 DOI: 10.1177/17474930241285728] [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] [Indexed: 09/11/2024]
Abstract
BACKGROUND Early repair of the ruptured cerebral aneurysm (RRCA), preferably within 24 h of onset, is endorsed by clinical guideline as the preferred management strategy for patients with aneurysmal subarachnoid hemorrhage (aSAH). However, a comprehensive picture of this guideline-recommended usage in contemporary clinical practice is not available. AIMS This study aimed to characterize trends over time and practice variation in the implementation of an early RRCA strategy among patients with aSAH in a large, national representative data. METHODS Using data from the 2012-2019 National Inpatient Sample, we measured trends in the proportion of early RRCA, defined as within day 1 of admission, overall, and by demographic and geographical subgroups. In addition, we created multilevel regression models to quantify hospital-level variation in the early RRCA rates. RESULTS We identified 82,615 aSAH hospitalizations (mean age = 56.1 years; 68.9% women) undergoing RRCA and, among these, 84.0% (95% confidence interval (CI) = 83.4-84.7%) receiving early RRCA. The proportion of early RRCA increased steadily from 82.5% in 2012 to 85.8% in 2019 (p for trend <0.001). The proportion of patients receiving early RRCA across geographic regions ranged from 78.7% to 87.9%, with a median (interquartile range (IQR)) of 84.2% (83.0-86.1%). In contrast, the delivery of early RRCA varied widely among hospitals, with a median (IQR) rate of 86.1% (75.0-100.0%) and a range from 0% to 100.0%. The median odds ratio for the early use of RRCA treatment was 1.24 (95% CI = 1.21-1.27) in 2019, indicating 24% increased odds of implementing early RRCA if moving from a lower-use to a higher-use hospital. CONCLUSIONS Most patients in the United States with aSAH received early RRCA treatment and exhibited an upward trend over the recent 8-year period. However, substantial variation in access to early RRCA was observed across population subgroups, particularly at the hospital level. Future efforts are necessary to identify further sources of this variation and to develop initiatives that could represent an opportunity to optimize guideline-based quality of care in aSAH management. DATA ACCESS STATEMENT The data are available from the corresponding author upon reasonable request following completion of onboarding and verification procedures as specified by the HCUP.
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Affiliation(s)
- Wei Chen
- Department of Neurosurgery, West China Hospital of Sichuan University, Chengdu, China
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China
- Med-X Center for Informatics, Sichuan University, Chengdu, China
| | - Jing Chen
- Department of Neurosurgery, West China Hospital of Sichuan University, Chengdu, China
| | - Dong Li
- Department of Emergency Medicine, Harbor-UCLA Medical Center, David Geffen School of Medicine at UCLA, Torrance, CA, USA
- Medical Data Science Center, Beijing Tsinghua Changgung Hospital, Tsinghua Medicine, Tsinghua University, Beijing, China
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Wang T, Hao J, Zhou J, Chen G, Shen H, Sun Q. Development and validation of a machine-learning model for predicting postoperative pneumonia in aneurysmal subarachnoid hemorrhage. Neurosurg Rev 2024; 47:668. [PMID: 39313739 DOI: 10.1007/s10143-024-02904-0] [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: 07/12/2024] [Revised: 08/17/2024] [Accepted: 09/16/2024] [Indexed: 09/25/2024]
Abstract
Pneumonia is a common postoperative complication in patients with aneurysmal subarachnoid hemorrhage (aSAH), which is associated with poor prognosis and increased mortality. The aim of this study was to develop a predictive model for postoperative pneumonia (POP) in patients with aSAH. A retrospective analysis was conducted on 308 patients with aSAH who underwent surgery at the Neurosurgery Department of the First Affiliated Hospital of Soochow University. Univariate and multivariate logistic regression and lasso regression analysis were used to analyze the risk factors for POP. Receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis (DCA) were used to evaluate the constructed model. Finally, the effectiveness of modeling these six variables in different machine learning methods was investigated. In our patient cohort, 23.4% (n = 72/308) of patients experienced POP. Univariate, multivariate logistic regression analysis and lasso regression analysis revealed age, Hunt-Hess grade, mechanical ventilation, leukocyte count, lymphocyte count, and platelet count as independent risk factors for POP. Subsequently, these six factors were used to build the final model. We found that age, Hunt-Hess grade, mechanical ventilation, leukocyte count, lymphocyte count, and platelet count were independent risk factors for POP in patients with aSAH. Through validation and comparison with other studies and machine learning models, our novel predictive model has demonstrated high efficacy in effectively predicting the likelihood of pneumonia during the hospitalization of aSAH patients.
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Affiliation(s)
- Tong Wang
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Jiahui Hao
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Jialei Zhou
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Gang Chen
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China.
- The First Affiliated Hospital of Soochow University Suzhou, 188 Shizi Street, Suzhou, 215006, Jiangsu Province, China.
| | - Haitao Shen
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
| | - Qing Sun
- Department of Neurosurgery & Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China.
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Gao L, Chang Y, Lu S, Liu X, Yao X, Zhang W, Sun E. A nomogram for predicting the necessity of tracheostomy after severe acute brain injury in patients within the neurosurgery intensive care unit: A retrospective cohort study. Heliyon 2024; 10:e27416. [PMID: 38509924 PMCID: PMC10951500 DOI: 10.1016/j.heliyon.2024.e27416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Revised: 02/15/2024] [Accepted: 02/28/2024] [Indexed: 03/22/2024] Open
Abstract
Objective This retrospective study was aimed to develop a predictive model for assessing the necessity of tracheostomy (TT) in patients admitted to the neurosurgery intensive care unit (NSICU). Method We analyzed data from 1626 NSICU patients with severe acute brain injury (SABI) who were admitted to the Department of NSICU at the Affiliated People's Hospital of Jiangsu University between January 2021 and December 2022. Data of the patients were retrospectively obtained from the clinical research data platform. The patients were randomly divided into training (70%) and testing (30%) cohorts. The least absolute shrinkage and selection operator (LASSO) regression identified the optimal predictive features. A multivariate logistic regression model was then constructed and represented by a nomogram. The efficacy of the model was evaluated based on discrimination, calibration, and clinical utility. Results The model highlighted six predictive variables, including the duration of NSICU stay, neurosurgery, orotracheal intubation time, Glasgow Coma Scale (GCS) score, systolic pressure, and respiration rate. Receiver operating characteristic (ROC) analysis of the nomogram yielded area under the curve (AUC) values of 0.854 (95% confidence interval [CI]: 0.822-0.886) for the training cohort and 0.865 (95% CI: 0.817-0.913) for the testing cohort, suggesting commendable differential performance. The predictions closely aligned with actual observations in both cohorts. Decision curve analysis demonstrated that the numerical model offered a favorable net clinical benefit. Conclusion We developed a novel predictive model to identify risk factors for TT in SABI patients within the NSICU. This model holds the potential to assist clinicians in making timely surgical decisions concerning TT.
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Affiliation(s)
- Liqin Gao
- Department of Neurosurgical Intensive Care Unit, Affiliated People's Hospital of Jiangsu University, ZhenJiang, Jiangsu Province, 212002, China
| | - Yafen Chang
- Department of Neurosurgical Intensive Care Unit, Affiliated People's Hospital of Jiangsu University, ZhenJiang, Jiangsu Province, 212002, China
| | - Siyuan Lu
- Department of Radiology, Affiliated People's Hospital of Jiangsu University, ZhenJiang, Jiangsu Province, 212002, China
| | - Xiyang Liu
- Jiangsu University, ZhenJiang, Jiangsu Province, 212002, China
| | - Xiang Yao
- Department of Orthopaedics, Affiliated People's Hospital of Jiangsu University, ZhenJiang, Jiangsu Province, 212002, China
| | - Wei Zhang
- Jiangsu University, ZhenJiang, Jiangsu Province, 212002, China
| | - Eryi Sun
- Department of Neurosurgery, Affiliated People's Hospital of Jiangsu University, ZhenJiang, Jiangsu Province, 212002, China
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Furst T, Schmidt T. Costs, length of stay and inpatient complications of early surgical decompression after spinal cord injury in a geriatric cohort. J Clin Neurosci 2023; 118:60-69. [PMID: 37883887 DOI: 10.1016/j.jocn.2023.10.009] [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: 08/22/2023] [Revised: 10/10/2023] [Accepted: 10/14/2023] [Indexed: 10/28/2023]
Abstract
Debate regarding timing of surgical decompression after spinal cord injury continues. Recent evidence indicates that early decompression improves neurological outcomes. However, little investigation has been performed regarding how it affects one's hospitalization in a geriatric cohort. 8,999 cases of traumatic SCI who underwent surgical decompression (2002-2011, age 65 + years) within the Nationwide Inpatient Sample were included in univariate and multivariate analyses. Univariate analysis shows that early decompression is more cost effective ($88,564.00 vs $107,849.00, p < 0.0005) and is associated with shorter length of stay (LOS) (8.00 ± 16.15 vs 12.00 ± 15.93 days, p < 0.0005) when compared to late decompression. In multivariate analysis, early decompression continued to be associated with a shorter LOS, though cost was no longer statistically different. Early decompression had less odds of surgical site infection, vasopressor use, decubitus ulcers, but higher odds of cardiac complications, acute renal failure, transfusions and hardware complications. Spinal level of SCI did not affect timing of surgery. Vertebral column fracture did not influence cost or length of stay. In summary, the complex mix of results regarding inpatient complications highlight the innumerable variables and complex decision making that involves surgical treatment of SCI, especially within a susceptible geriatric cohort. However, shorter LOS and lower costs associated with early decompression continue to support its uniform implementation after traumatic SCI.
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Affiliation(s)
- Taylor Furst
- Department of Neurological Surgery, University of Rochester Medical Center, 601 Elmwood Ave, Rochester, NY 14642, USA.
| | - Tyler Schmidt
- Department of Neurological Surgery, University of Rochester Medical Center, 601 Elmwood Ave, Rochester, NY 14642, USA
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Premraj L, Camarda C, White N, Godoy DA, Cuthbertson BH, Rocco PRM, Pelosi P, Robba C, Suarez JI, Cho SM, Battaglini D. Tracheostomy timing and outcome in critically ill patients with stroke: a meta-analysis and meta-regression. Crit Care 2023; 27:132. [PMID: 37005666 PMCID: PMC10068163 DOI: 10.1186/s13054-023-04417-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 03/27/2023] [Indexed: 04/04/2023] Open
Abstract
BACKGROUND Stroke patients requiring mechanical ventilation often have a poor prognosis. The optimal timing of tracheostomy and its impact on mortality in stroke patients remains uncertain. We performed a systematic review and meta-analysis of tracheostomy timing and its association with reported all-cause overall mortality. Secondary outcomes were the effect of tracheostomy timing on neurological outcome (modified Rankin Scale, mRS), hospital length of stay (LOS), and intensive care unit (ICU) LOS. METHODS We searched 5 databases for entries related to acute stroke and tracheostomy from inception to 25 November 2022. We adhered to PRISMA guidance for reporting systematic reviews and meta-analyses. Selected studies included (1) ICU-admitted patients who had stroke (either acute ischaemic stroke, AIS or intracerebral haemorrhage, ICH) and received a tracheostomy (with known timing) during their stay and (2) > 20 tracheotomised. Studies primarily reporting sub-arachnoid haemorrhage (SAH) were excluded. Where this was not possible, adjusted meta-analysis and meta-regression with study-level moderators were performed. Tracheostomy timing was analysed continuously and categorically, where early (< 5 days from initiation of mechanical ventilation to tracheostomy) and late (> 10 days) timing was defined per the protocol of SETPOINT2, the largest and most recent randomised controlled trial on tracheostomy timing in stroke patients. RESULTS Thirteen studies involving 17,346 patients (mean age = 59.8 years, female 44%) met the inclusion criteria. ICH, AIS, and SAH comprised 83%, 12%, and 5% of known strokes, respectively. The mean time to tracheostomy was 9.7 days. Overall reported all-cause mortality (adjusted for follow-up) was 15.7%. One in five patients had good neurological outcome (mRS 0-3; median follow-up duration was 180 days). Overall, patients were ventilated for approximately 12 days and had an ICU LOS of 16 days and a hospital LOS of 28 days. A meta-regression analysis using tracheostomy time as a continuous variable showed no statistically significant association between tracheostomy timing and mortality (β = - 0.3, 95% CI = - 2.3 to 1.74, p = 0.8). Early tracheostomy conferred no mortality benefit when compared to late tracheostomy (7.8% vs. 16.4%, p = 0.7). Tracheostomy timing was not associated with secondary outcomes (good neurological outcome, ICU LOS and hospital LOS). CONCLUSIONS In this meta-analysis of over 17,000 critically ill stroke patients, the timing of tracheostomy was not associated with mortality, neurological outcomes, or ICU/hospital LOS. TRIAL REGISTRATION PROSPERO-CRD42022351732 registered on 17th of August 2022.
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Affiliation(s)
- Lavienraj Premraj
- Griffith University School of Medicine, Gold Coast, Queensland, Australia
- Critical Care Research Group, The Prince Charles Hospital, Chermside, Queensland, Australia
| | | | - Nicole White
- Australian Centre for Health Services Innovation (AusHSI) and Centre for Healthcare Transformation, School of Public Health and Social Work, Queensland University of Technology (QUT), Brisbane, QLD, Australia
| | - Daniel Agustin Godoy
- Neurointensive Care Unit, Critical Care Department, Sanatorio Pasteur, Chacabuco 675, 4700, Catamarca, Argentina
| | - Brian H Cuthbertson
- Department of Critical Care Medicine, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- University Department of Anaesthesiology in Pain Medicine, University of Toronto, Toronto, ON, Canada
| | - Patricia R M Rocco
- Laboratory of Pulmonary Investigation, Carlos Chagas Filho Institute of Biophysics, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Paolo Pelosi
- IRCCS Ospedale Policlinico San Martino, Genova, Italy
- Department of Surgical Sciences and Integrated Diagnostics (DISC), University of Genoa, Genoa, Italy
| | - Chiara Robba
- IRCCS Ospedale Policlinico San Martino, Genova, Italy
- Department of Surgical Sciences and Integrated Diagnostics (DISC), University of Genoa, Genoa, Italy
| | - Jose I Suarez
- Division of Neurosciences Critical Care, Department of Neurology, Neurosurgery, Anaesthesiology and Critical Care Medicine and Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Sung-Min Cho
- Division of Neurosciences Critical Care, Department of Neurology, Neurosurgery, Anaesthesiology and Critical Care Medicine and Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, USA
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Bini G, Russo E, Antonini MV, Pirini E, Brunelli V, Zumbo F, Pronti G, Rasi A, Agnoletti V. Impact of early percutaneous dilatative tracheostomy in patients with subarachnoid hemorrhage on main cerebral, hemodynamic, and respiratory variables: A prospective observational study. Front Neurol 2023; 14:1105568. [PMID: 37051061 PMCID: PMC10083491 DOI: 10.3389/fneur.2023.1105568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 03/02/2023] [Indexed: 03/29/2023] Open
Abstract
Introduction Patients with poor-grade subarachnoid hemorrhage (SAH) admitted to the intensive care unit (ICU) often require prolonged invasive mechanical ventilation due to prolonged time to obtain neurological recovery. Impairment of consciousness and airway protective mechanisms usually require tracheostomy during the ICU stay to facilitate weaning from sedation, promote neurological assessment, and reduce mechanical ventilation (MV) duration and associated complications. Percutaneous dilatational tracheostomy (PDT) is the technique of choice for performing a tracheostomy. However, it could be associated with particular risks in neurocritical care patients, potentially increasing the risk of secondary brain damage. Methods We conducted a single-center, prospective, observational study aimed to assess PDT-associated variations in main cerebral, hemodynamic, and respiratory variables, the occurrence of tracheostomy-related complications, and their relationship with outcomes in adult patients with SAH admitted to the ICU of a neurosurgery/neurocritical care hub center after aneurysm control through clipping or coiling and undergoing early PDT. Results We observed a temporary increase in ICP during early PDT; this increase was statistically significant in patients presenting with higher therapy intensity level (TIL) at the time of the procedural. The episodes of intracranial hypertension were brief, and appeared mainly due to the activation of cerebral autoregulatory mechanisms in patients with impaired compensatory mechanisms and compliance. Discussion The low number of observed complications might be related to our organizational strategy, all based on a dedicated "tracheo-team" implementing both PDT following a strictly defined protocol and accurate follow-up.
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Affiliation(s)
- Giovanni Bini
- Department of Emergency Surgery and Trauma, Anesthesia and Intensive Care Unit, M Bufalini Hospital, Azienda Unità Sanitaria Locale (AUSL) della Romagna, Cesena, Italy
| | - Emanuele Russo
- Department of Emergency Surgery and Trauma, Anesthesia and Intensive Care Unit, M Bufalini Hospital, Azienda Unità Sanitaria Locale (AUSL) della Romagna, Cesena, Italy
| | - Marta Velia Antonini
- Department of Emergency Surgery and Trauma, Anesthesia and Intensive Care Unit, M Bufalini Hospital, Azienda Unità Sanitaria Locale (AUSL) della Romagna, Cesena, Italy
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Emilia-Romagna, Italy
| | - Erika Pirini
- Department of Emergency Surgery and Trauma, Anesthesia and Intensive Care Unit, M Bufalini Hospital, Azienda Unità Sanitaria Locale (AUSL) della Romagna, Cesena, Italy
| | - Valentina Brunelli
- Department of Emergency Surgery and Trauma, Anesthesia and Intensive Care Unit, M Bufalini Hospital, Azienda Unità Sanitaria Locale (AUSL) della Romagna, Cesena, Italy
| | - Fabrizio Zumbo
- Neurointensive Care Unit, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Giorgia Pronti
- Department of Anesthesia and Intensive Care, Osspedale degli Infermi, Rimini, Italy
| | - Alice Rasi
- Department of Pediatrics, Ospedale Bufalini, Cesena (FC), Italy
| | - Vanni Agnoletti
- Department of Emergency Surgery and Trauma, Anesthesia and Intensive Care Unit, M Bufalini Hospital, Azienda Unità Sanitaria Locale (AUSL) della Romagna, Cesena, Italy
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Wang R, Zhang J, He M, Xu J. A novel risk score for predicting hospital acquired pneumonia in aneurysmal subarachnoid hemorrhage patients. Int Immunopharmacol 2022; 108:108845. [DOI: 10.1016/j.intimp.2022.108845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 05/04/2022] [Accepted: 05/05/2022] [Indexed: 11/05/2022]
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Huang CH, Ni SY, Lu HY, Huang APH, Kuo LT. Predictors of Prolonged Mechanical Ventilation Among Patients with Aneurysmal Subarachnoid Hemorrhage After Microsurgical Clipping. Neurol Ther 2022; 11:697-709. [PMID: 35184263 PMCID: PMC9095775 DOI: 10.1007/s40120-022-00336-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 02/07/2022] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION Aneurysmal subarachnoid hemorrhage (aSAH) is a fatal event with high mortality and morbidity rates. Survivors may require prolonged intubation with mechanical ventilation (MV). However, the risk factors for prolonged intubation in these patients remain unclear. The aim of this study was to determine the predictors of prolonged MV in aSAH patients who underwent surgical clipping. METHODS In total, 108 adult patients with a primary diagnosis of aSAH who were on MV > 48 h and survived > 14 days after surgery were included. Clinicodemographic and radiological characteristics, laboratory tests on admission, and initial Glasgow Coma Scale (GCS) and its components were analyzed. RESULTS The average age of the patients included in the analysis was 59.1 ± 12.5 years. Overall, 32 patients (29.6%) had prolonged MV. The group with prolonged MV showed a higher prevalence of diabetes mellitus and hypertension, lower initial GCS and its components, higher World Federation of Neurosurgeons (WFNS) and Hunt and Hess grades, and higher initial white cell counts. The independent factors associated with prolonged MV were a history of diabetes mellitus (odds ratio [OR] 5.799, 95% confidence interval [CI] 1.109-30.334; P = 0.037) and Hunt and Hess grade 3-5 (OR 7.217, 95% CI 1.090-47.770; P = 0.040). CONCLUSION A history of diabetes mellitus and Hunt and Hess grade 3-5 independently predict prolonged MV after microsurgical clipping in patients with aSAH. Thus, knowledge of potential predictors for prolonged MV is essential to improve the early initiation of adequate treatment in the early stages of treatment and provide useful information for communication between caregivers and families.
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Affiliation(s)
- Ching-Hua Huang
- Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital, 7 Chung-Shan South Road, Taipei, 100 Taiwan
| | - Shih-Ying Ni
- Department of Psychiatry, National Taiwan University Hospital, Taipei, Taiwan
| | - Hsueh-Yi Lu
- Department of Industrial Engineering and Management, National Yunlin University of Science and Technology, Yunlin, Taiwan
| | - Abel Po-Hao Huang
- Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital, 7 Chung-Shan South Road, Taipei, 100 Taiwan
| | - Lu-Ting Kuo
- Division of Neurosurgery, Department of Surgery, National Taiwan University Hospital, 7 Chung-Shan South Road, Taipei, 100 Taiwan
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Maas MB. Why Predict What Time Will Tell? A Strategic Rationale for Predicting Prolonged Mechanical Ventilation After Subarachnoid Hemorrhage. Crit Care Med 2022; 50:160-162. [PMID: 34914648 DOI: 10.1097/ccm.0000000000005250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Affiliation(s)
- Matthew B Maas
- Department of Neurology, Northwestern University, Chicago, IL.,Department of Anesthesiology, Northwestern University, Chicago, IL
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10
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Bureau C, Demoule A. Weaning from mechanical ventilation in neurocritical care. Rev Neurol (Paris) 2021; 178:111-120. [PMID: 34674880 DOI: 10.1016/j.neurol.2021.08.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 08/24/2021] [Accepted: 08/30/2021] [Indexed: 12/13/2022]
Abstract
In the intensive care unit (ICU), weaning from mechanical ventilation follows a step-by-step process that has been well established in the general ICU population. However, little data is available in brain injury patients, who are often intubated to protect airways and prevent central hypoventilation. In this narrative review, we describe the general principles of weaning and how these principles can be adapted to brain injury patients. We focus on three major issues regarding weaning from mechanic ventilation in brain injury patients: (1) sedation protocol, (2) weaning and extubation protocol and criteria, (3) criteria, timing and technique for tracheostomy.
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Affiliation(s)
- C Bureau
- Inserm, UMRS1158 neurophysiologie respiratoire expérimentale et clinique, Sorbonne université, 75005 Paris, France; Service de médecine intensive - réanimation, département R3S, site Pitié-Salpêtrière, Sorbonne université, AP-HP, Paris, France.
| | - A Demoule
- Inserm, UMRS1158 neurophysiologie respiratoire expérimentale et clinique, Sorbonne université, 75005 Paris, France; Service de médecine intensive - réanimation, département R3S, site Pitié-Salpêtrière, Sorbonne université, AP-HP, Paris, France
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11
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Chen XY, Chen Y, Lin N, Chen JY, Ding CY, Kang DZ, Wang DL, Fang WH. A Nomogram for Predicting the Need of Postoperative Tracheostomy in Patients With Aneurysmal Subarachnoid Hemorrhage. Front Neurol 2021; 12:711468. [PMID: 34512523 PMCID: PMC8429806 DOI: 10.3389/fneur.2021.711468] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 07/27/2021] [Indexed: 01/22/2023] Open
Abstract
Objective: Early identification for the need of tracheostomy (TT) in aneurysmal subarachnoid hemorrhage (aSAH) patients remains one of the main challenges in clinical practice. Our study aimed to establish and validate a nomogram model for predicting postoperative TT in aSAH patients. Methods: Patients with aSAH receiving active treatment (interventional embolization or clipping) in our institution between June 2012 and December 2018 were retrospectively included. The effects of patients' baseline information, aneurysm features, and surgical factors on the occurrence of postoperative TT were investigated for establishing a nomogram in the training cohort with 393 patients. External validation for the nomogram was performed in the validation cohort with 242 patients. Results: After multivariate analysis, higher age, high neutrophil-to-lymphocyte ratio (NLR), high World Federation of Neurological Surgeons Scale (WFNS), and high Barrow Neurological Institute (BNI) grade were left in the final logistic regression model. The predictive power of the model was excellent in both training cohort and validation cohort [area under the curve (AUC): 0.924, 95% confidence interval [CI]: 0.893–0.948; AUC: 0.881, 95% CI: 0.833–0.919]. A nomogram consisting of these factors had a C-index of 0.924 (95% CI: 0.869–0.979) in the training cohort and was validated in the validation cohort (C-index: 0.881, 95% CI: 0.812–0.950). The calibration curves suggested good match between prediction and observation in both training and validation cohorts. Conclusion: Our study established and validated a nomogram model for predicting postoperative TT in aSAH patients.
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Affiliation(s)
- Xiao-Yong Chen
- Department of Neurosurgery, Neurosurgical Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Yue Chen
- Department of Neurosurgery, Neurosurgical Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Ni Lin
- The School of Medical Technology and Engineering, Fujian Medical University, Fuzhou, China
| | - Jin-Yuan Chen
- Department of Ophthalmology, The First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Chen-Yu Ding
- Department of Neurosurgery, Neurosurgical Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China.,Fujian Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - De-Zhi Kang
- Department of Neurosurgery, Neurosurgical Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China.,Fujian Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China.,Key Laboratory of Fujian Higher Education Institutions, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Deng-Liang Wang
- Department of Neurosurgery, Neurosurgical Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Wen-Hua Fang
- Department of Neurosurgery, Neurosurgical Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
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Xu S, Du B, Shan A, Shi F, Wang J, Xie M. The risk factors for the postoperative pulmonary infection in patients with hypertensive cerebral hemorrhage: A retrospective analysis. Medicine (Baltimore) 2020; 99:e23544. [PMID: 33371078 PMCID: PMC7748187 DOI: 10.1097/md.0000000000023544] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 10/09/2020] [Accepted: 11/01/2020] [Indexed: 12/12/2022] Open
Abstract
ABSTRACT The risk factors for the pulmonary infections after hypertensive cerebral hemorrhage remains unclear. We aimed to investigate the potential risk factors for the postoperative pulmonary infection in patients with hypertensive cerebral hemorrhage.Patients with hypertensive cerebral hemorrhage undergone surgery from January 2018 to December 2019 were included. Related personal and medical information were collected. Univariate and multivariate logistic regression analyses were performed to identify the potential risk factors for the postoperative pulmonary infection.A total of 264 patients were included, and the incidence of pulmonary infection for patients with hypertensive cerebral hemorrhage after surgery was 19.70%. Escherichia coli is the most common bacteria of pulmonary infection. Multivariate regression analysis revealed that the preoperative hypoalbuminemia (OR2.89, 1.67∼4.78), tracheotomy (OR5.31, 1.24∼11.79), diabetes (OR4.92, 1.32∼9.80), preoperative GCS (OR5.66, 2.84∼11.21), and the duration of mechanical ventilation (OR2.78, 2.32∼3.61) were the independent risk factors for the pulmonary infection in patients with hypertensive cerebral hemorrhage (all P < .05).Patients with hypertensive intracerebral hemorrhage after surgery have a higher risk of postoperative pulmonary infections, and there are many related risk factors, which should be taken seriously in clinical practice.
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Battaglini D, Siwicka Gieroba D, Brunetti I, Patroniti N, Bonatti G, Rocco PRM, Pelosi P, Robba C. Mechanical ventilation in neurocritical care setting: A clinical approach. Best Pract Res Clin Anaesthesiol 2020; 35:207-220. [PMID: 34030805 DOI: 10.1016/j.bpa.2020.09.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 09/11/2020] [Indexed: 11/28/2022]
Abstract
Neuropatients often require invasive mechanical ventilation (MV). Ideal ventilator settings and respiratory targets in neuro patients are unclear. Current knowledge suggests maintaining protective tidal volumes of 6-8 ml/kg of predicted body weight in neuropatients. This approach may reduce the rate of pulmonary complications, although it cannot be easily applied in a neuro setting due to the need for special care to minimize the risk of secondary brain damage. Additionally, the weaning process from MV is particularly challenging in these patients who cannot control the brain respiratory patterns and protect airways from aspiration. Indeed, extubation failure in neuropatients is very high, while tracheostomy is needed in one-third of the patients. The aim of this manuscript is to review and describe the current management of invasive MV, weaning, and tracheostomy for the main four subpopulations of neuro patients: traumatic brain injury, acute ischemic stroke, subarachnoid hemorrhage, and intracerebral hemorrhage.
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Affiliation(s)
- Denise Battaglini
- Anesthesia and Intensive Care, San Martino Policlinico Hospital, IRCCS for Oncology and Neuroscience, Genoa, Italy.
| | - Dorota Siwicka Gieroba
- Department of Anesthesiology and Intensive Care Medical University of Lublin, 20-954 Lublin, Poland.
| | - Iole Brunetti
- Anesthesia and Intensive Care, San Martino Policlinico Hospital, IRCCS for Oncology and Neuroscience, Genoa, Italy.
| | - Nicolò Patroniti
- Anesthesia and Intensive Care, San Martino Policlinico Hospital, IRCCS for Oncology and Neuroscience, Genoa, Italy; Department of Surgical Sciences and Integrated Diagnostic (DISC), University of Genoa, Genoa, Italy.
| | - Giulia Bonatti
- Department of Surgical Sciences and Integrated Diagnostic (DISC), University of Genoa, Genoa, Italy.
| | - Patricia Rieken Macedo Rocco
- Laboratory of Pulmonary Investigation, Institute of Biophysics Carlos Chagas Filho, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil.
| | - Paolo Pelosi
- Anesthesia and Intensive Care, San Martino Policlinico Hospital, IRCCS for Oncology and Neuroscience, Genoa, Italy; Department of Surgical Sciences and Integrated Diagnostic (DISC), University of Genoa, Genoa, Italy.
| | - Chiara Robba
- Anesthesia and Intensive Care, San Martino Policlinico Hospital, IRCCS for Oncology and Neuroscience, Genoa, Italy.
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Chang YM, Lee TH, Liao CC, Huang YH. Characterization of tracheotomized patients after spontaneous subarachnoid hemorrhage. Medicine (Baltimore) 2020; 99:e21057. [PMID: 32664119 PMCID: PMC7360272 DOI: 10.1097/md.0000000000021057] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Spontaneous subarachnoid hemorrhage (SAH) is a catastrophic event with high disability and fatality rates. Post-SAH survivors may require prolonged intubation with the assistance of mechanical ventilators, and some patients will undergo tracheostomy to facilitate their pulmonary hygiene and airway protection. The aim of this study is to identify the incidence and risk factors of the need for tracheostomy after spontaneous SAH. We used a retrospective approach and enrolled 838 adult patients with a primary diagnosis of spontaneous SAH who survived >7 days after hospitalization. Medical information was retrieved from the administrative database utilizing diagnostic and procedure codes by the International Classification of Diseases, Ninth Revision, Clinical Modification. Patients with first-ever SAH included 329 men and 509 women, and their average age was 56.9 ± 14.4 years, ranging between 18 and 91 years. Fifty-eight of these 838 patients underwent tracheostomy procedures, and the overall incidence was 6.9%. In a multivariate logistic regression model, the independent risk factors of the need for tracheostomy were underlying diabetes mellitus (P = .02), hydrocephalus (P < .01), and pneumonia (P < .01). The mean duration of hospital stay was 26.0 ± 15.3 and 16.8 ± 12.2 days for patients with and without a tracheostomy, respectively (P < .01). In conclusion, a significant percentage of post-SAH survivors underwent tracheostomy during acute hospitalization. Attention to independent risk factors, including preexisting diabetes mellitus, concomitant hydrocephalus, and nosocomial pneumonia, is essential for timely patient selection for tracheostomy.
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Affiliation(s)
- Yu-Ming Chang
- Department of Neurosurgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine
| | - Tsung-Han Lee
- Department of Neurosurgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung
| | - Chen-Chieh Liao
- Department of Neurosurgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine
- Department of Neurosurgery, Pingtung Christian Hospital, Pingtung, Taiwan
| | - Yu-Hua Huang
- Department of Neurosurgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung
- Department of Neurosurgery, Xiamen Chang Gung Hospital, Xiamen, Fujian, China
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Kim YO, Chung CR, Park CM, Suh GY, Ryu JA. Severe pain-related adverse events of percutaneous dilatational tracheostomy performed by a neurointensivist compared with conventional surgical tracheostomy in neurocritically ill patients. BMC Neurol 2020; 20:223. [PMID: 32493239 PMCID: PMC7267757 DOI: 10.1186/s12883-020-01809-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 05/27/2020] [Indexed: 11/22/2022] Open
Abstract
Background We evaluated severe pain-related adverse events (SAE) during the percutaneous dilatational tracheostomy (PDT) procedure performed by a neurointensivist and compared the outcomes with that of conventional surgical tracheostomy in neurocritically ill patients. Methods This was a retrospective and observational study of adult patients who were admitted to the neurosurgical intensive care unit between January 2014 and March 2018 and underwent tracheostomy. In this study, primary endpoints were incidence of SAE: cardiac arrest, arrhythmias, hypertension, hypotension, desaturation, bradypnea, or ventilatory distress. The secondary endpoint was procedure-induced complications. Results A total of 156 patients underwent tracheostomy during the study. Elective surgery of brain tumors (34.0%) and intracranial hemorrhage (20.5%) were the most common reasons for admission. The most common reasons for tracheostomy were difficult ventilator weaning or prolonged intubation (42.9%) and sedative reduction (23.7%). Tachycardia (30.1%) and hypertension (30.1%) were the most common SAE. Incidence of SAE was more common in conventional tracheostomy compared to PDT (67.1% vs. 42.3%, P = 0.002). The total duration of SAE (19.8 ± 23.0 min vs. 3.4 ± 5.3 min, P < 0.001) and procedural time (42.2 ± 21.8 min vs. 17.7 ± 9.2 min, P < 0.001) were longer in conventional tracheostomy compared to PDT. Multivariable adjustment revealed that only PDT by a neurointensivist significantly reduced the incidence of SAE by one third (adjusted odds ratio [OR]: 0.36, 95% confidence interval [CI]: 0.187–0.691). In addition, PDT by a neurointensivist deceased the duration of SAE by 8.64 min (β: -8.64, 95% CI: − 15.070 – -2.205, P = 0.009) and prolonging the procedure time by every one minute significantly increased the duration of SAE by 6.38 min (β: 6.38, 95% CI: 0.166–0.470, P < 0.001). Procedure-induced complications were more common in conventional tracheostomy compared to PDT (23.5% vs. 11.3%, P = 0.047). Conclusions This retrospective and exploratory study of our single-center limited cohort of tracheostomy patients revealed that decreased SAE may be associated with short procedural time during the PDT procedure performed by a neurointensivist. It is proposed that PDT by a neurointensivist may be safe and feasible in neurocritically ill patients.
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Affiliation(s)
- Yong Oh Kim
- Department of Critical Care Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Chi Ryang Chung
- Department of Critical Care Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.,Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Chi-Min Park
- Department of Critical Care Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.,Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Gee Young Suh
- Department of Critical Care Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.,Division of Pulmonary and Critical Care Medicine, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jeong-Am Ryu
- Department of Critical Care Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea. .,Department of Neurosurgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
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Rabinstein AA. Administrative Medical Databases for Clinical Research: The Good, The Bad, and The Ugly. Neurocrit Care 2018; 29:323-325. [DOI: 10.1007/s12028-018-0625-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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