1
|
Sousa A, Rodrigues C, Barros L, Serrano P, Rodrigues-Pinto R. Early Versus Late Spine Surgery in Severely Injured Patients-Which Is the Appropriate Timing for Surgery? Global Spine J 2022; 12:1781-1785. [PMID: 33472431 PMCID: PMC9609529 DOI: 10.1177/2192568221989292] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study conducted at tertiary spinal trauma referral center. OBJECTIVE We aimed to determine if early definitive management of spine fractures in patients admitted to the Intensive Care Unit (ICU) shortens the intubation time and the length of stay (LOS), without increasing mortality. METHODS The medical records of all patients admitted to the ICU and submitted to surgical stabilization of spine fractures were reviewed over a 10-year period. Time to surgery, number of fractured vertebrae, degree of neurological injury, Simplified Acute Physiology Score (SAPS II), ASA score and associated trauma were evaluated. Surgeries performed on the first 72 hours after trauma were defined as "early surgeries." Intubation time, LOS on ICU, overall LOS and mortality rate were compared between patients operated early and late. RESULTS Fifty patients were included, 21 with cervical fractures, 23 thoracic and 6 lumbar. Baseline characteristics did not differ between patients in both groups. Patients with early surgical stabilization had significantly shorter intubation time, ICU-LOS and overall LOS, with no differences in terms of mortality rate. After multivariate adjustments overall LOS was significantly shorter in patients operated earlier. CONCLUSIONS Early spinal stabilization (<72 hours) of severely injured patients is beneficial and shortens the intubation time, ICU-LOS and overall LOS, with no differences in terms of mortality rate. Although some patients may require a delay in treatment due to necessary medical stabilization, every reasonable effort should be made to treat patients with unstable spinal fractures as early as possible. LEVEL OF EVIDENCE OF THE STUDY Level III.
Collapse
Affiliation(s)
- Arnaldo Sousa
- Spinal Unit/Unidade Vertebro-Medular
(UVM), Department of Orthopaedics, Centro Hospitalar Universitário do Porto,
Portugal,Instituto de Ciências Biomédicas Abel
Salazar, Universidade do Porto, Portugal
| | - Cláudia Rodrigues
- Spinal Unit/Unidade Vertebro-Medular
(UVM), Department of Orthopaedics, Centro Hospitalar Universitário do Porto,
Portugal,Instituto de Ciências Biomédicas Abel
Salazar, Universidade do Porto, Portugal
| | - Luís Barros
- Spinal Unit/Unidade Vertebro-Medular
(UVM), Department of Orthopaedics, Centro Hospitalar Universitário do Porto,
Portugal,Instituto de Ciências Biomédicas Abel
Salazar, Universidade do Porto, Portugal
| | - Pedro Serrano
- Spinal Unit/Unidade Vertebro-Medular
(UVM), Department of Orthopaedics, Centro Hospitalar Universitário do Porto,
Portugal,Instituto de Ciências Biomédicas Abel
Salazar, Universidade do Porto, Portugal
| | - Ricardo Rodrigues-Pinto
- Spinal Unit/Unidade Vertebro-Medular
(UVM), Department of Orthopaedics, Centro Hospitalar Universitário do Porto,
Portugal,Instituto de Ciências Biomédicas Abel
Salazar, Universidade do Porto, Portugal,Ricardo Rodrigues-Pinto, Spinal Unit/Unidade
Vertebro-Medular (UVM), Department of Orthopaedics, Centro Hospitalar
Universitário do Porto, Largo Prof. Abel Salazar 4099-001, Porto, Portugal.
| |
Collapse
|
2
|
Zhu Y, Venugopalan J, Zhang Z, Chanani NK, Maher KO, Wang MD. Domain Adaptation Using Convolutional Autoencoder and Gradient Boosting for Adverse Events Prediction in the Intensive Care Unit. Front Artif Intell 2022; 5:640926. [PMID: 35481281 PMCID: PMC9036368 DOI: 10.3389/frai.2022.640926] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Accepted: 02/23/2022] [Indexed: 11/13/2022] Open
Abstract
More than 5 million patients have admitted annually to intensive care units (ICUs) in the United States. The leading causes of mortality are cardiovascular failures, multi-organ failures, and sepsis. Data-driven techniques have been used in the analysis of patient data to predict adverse events, such as ICU mortality and ICU readmission. These models often make use of temporal or static features from a single ICU database to make predictions on subsequent adverse events. To explore the potential of domain adaptation, we propose a method of data analysis using gradient boosting and convolutional autoencoder (CAE) to predict significant adverse events in the ICU, such as ICU mortality and ICU readmission. We demonstrate our results from a retrospective data analysis using patient records from a publicly available database called Multi-parameter Intelligent Monitoring in Intensive Care-II (MIMIC-II) and a local database from Children's Healthcare of Atlanta (CHOA). We demonstrate that after adopting novel data imputation on patient ICU data, gradient boosting is effective in both the mortality prediction task and the ICU readmission prediction task. In addition, we use gradient boosting to identify top-ranking temporal and non-temporal features in both prediction tasks. We discuss the relationship between these features and the specific prediction task. Lastly, we indicate that CAE might not be effective in feature extraction on one dataset, but domain adaptation with CAE feature extraction across two datasets shows promising results.
Collapse
Affiliation(s)
- Yuanda Zhu
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, United States
| | - Janani Venugopalan
- Biomedical Engineering Department, Georgia Institute of Technology, Emory University, Atlanta, GA, United States
| | - Zhenyu Zhang
- Biomedical Engineering Department, Georgia Institute of Technology, Atlanta, GA, United States
- Department of Biomedical Engineering, Peking University, Beijing, China
| | | | - Kevin O. Maher
- Pediatrics Department, Emory University, Atlanta, GA, United States
| | - May D. Wang
- Biomedical Engineering Department, Georgia Institute of Technology, Emory University, Atlanta, GA, United States
- *Correspondence: May D. Wang
| |
Collapse
|
3
|
Marques HS, Araújo GRL, da Silva FAF, de Brito BB, Versiani PVD, Caires JS, Milet TDC, de Melo FF. Tertiary peritonitis: A disease that should not be ignored. World J Clin Cases 2021; 9:2160-2169. [PMID: 33869592 PMCID: PMC8026831 DOI: 10.12998/wjcc.v9.i10.2160] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 01/10/2021] [Accepted: 02/04/2021] [Indexed: 02/06/2023] Open
Abstract
Intra-abdominal infections can be classified into uncomplicated or complicated (peritonitis). Peritonitis is divided into primary, secondary, and tertiary. Tertiary peritonitis is the less common but the most severe among peritonitis stratifications, being defined as a recurrent intra-abdominal infection that occurs 48 h after a well-succeeded control of a secondary peritonitis. This disease has a complex pathogenesis that is closely related to the capacity of the peritoneal cavity to activate immunological processes. Patients who progress to persistent peritonitis are at an increased risk of developing several infectious complications such as sepsis and multiple organ failure syndrome. Moreover, tertiary peritonitis remains an important cause of hospital death mainly among patients with associated risk factors. The microbiological profile of organisms causing tertiary peritonitis is often different from that observed in other types of peritonitis. In addition, there is a high prevalence of multidrug-resistant pathogens causing this condition, and an appropriate and successful clinical management depends on an early diagnosis, which can be made easier with the use of clinical scores presenting a good prediction value during the intensive care unit admission. Complementarily, immediate therapy should be performed to control the infectious focus and to prevent new recurrences. In this sense, the treatment is based on initial antimicrobial therapy and well-performed peritoneal drainage.
Collapse
Affiliation(s)
- Hanna Santos Marques
- Campus Vitória da Conquista, Universidade Estadual do Sudoeste da Bahia, Vitória da Conquista 45083-900, Bahia, Brazil
| | - Glauber Rocha Lima Araújo
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | | | - Breno Bittencourt de Brito
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Paulo Victor Dias Versiani
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Jaqueline Silva Caires
- Department of Surgery, Hospital Geral de Vitória da Conquista, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Thiago de Carvalho Milet
- Department of Surgery, Hospital Geral de Vitória da Conquista, Vitória da Conquista 45029-094, Bahia, Brazil
| | - Fabrício Freire de Melo
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
| |
Collapse
|
4
|
Liu WY, Lin SG, Zhu GQ, Poucke SV, Braddock M, Zhang Z, Mao Z, Shen FX, Zheng MH. Establishment and Validation of GV-SAPS II Scoring System for Non-Diabetic Critically Ill Patients. PLoS One 2016; 11:e0166085. [PMID: 27824941 PMCID: PMC5100948 DOI: 10.1371/journal.pone.0166085] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2016] [Accepted: 10/21/2016] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND AND AIMS Recently, glucose variability (GV) has been reported as an independent risk factor for mortality in non-diabetic critically ill patients. However, GV is not incorporated in any severity scoring system for critically ill patients currently. The aim of this study was to establish and validate a modified Simplified Acute Physiology Score II scoring system (SAPS II), integrated with GV parameters and named GV-SAPS II, specifically for non-diabetic critically ill patients to predict short-term and long-term mortality. METHODS Training and validation cohorts were exacted from the Multiparameter Intelligent Monitoring in Intensive Care database III version 1.3 (MIMIC-III v1.3). The GV-SAPS II score was constructed by Cox proportional hazard regression analysis and compared with the original SAPS II, Sepsis-related Organ Failure Assessment Score (SOFA) and Elixhauser scoring systems using area under the curve of the receiver operator characteristic (auROC) curve. RESULTS 4,895 and 5,048 eligible individuals were included in the training and validation cohorts, respectively. The GV-SAPS II score was established with four independent risk factors, including hyperglycemia, hypoglycemia, standard deviation of blood glucose levels (GluSD), and SAPS II score. In the validation cohort, the auROC values of the new scoring system were 0.824 (95% CI: 0.813-0.834, P< 0.001) and 0.738 (95% CI: 0.725-0.750, P< 0.001), respectively for 30 days and 9 months, which were significantly higher than other models used in our study (all P < 0.001). Moreover, Kaplan-Meier plots demonstrated significantly worse outcomes in higher GV-SAPS II score groups both for 30-day and 9-month mortality endpoints (all P< 0.001). CONCLUSIONS We established and validated a modified prognostic scoring system that integrated glucose variability for non-diabetic critically ill patients, named GV-SAPS II. It demonstrated a superior prognostic capability and may be an optimal scoring system for prognostic evaluation in this patient group.
Collapse
Affiliation(s)
- Wen-Yue Liu
- Department of Endocrinology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, China
| | - Shi-Gang Lin
- School of the First Clinical Medical Sciences, Wenzhou Medical University, Wenzhou, 325000, China
| | - Gui-Qi Zhu
- School of the First Clinical Medical Sciences, Wenzhou Medical University, Wenzhou, 325000, China
- Department of Hepatology, Liver Research Center, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, China
| | - Sven Van Poucke
- Dept of Anesthesiology, Intensive Care, Emergency Medicine and Pain Therapy, Ziekenhuis Oost-Limburg, Genk, Belgium
| | - Martin Braddock
- Global Medicines Development, AstraZeneca R&D, Loughborough, United Kingdom
| | - Zhongheng Zhang
- Department of Critical Care Medicine, Jinhua Municipal Central Hospital, Jinhua Hospital of Zhejiang University, Jinhua, 321000, China
| | - Zhi Mao
- Department of Critical Care Medicine, Chinese People’s Liberation Army General Hospital, Beijing, China
| | - Fei-Xia Shen
- Department of Endocrinology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, China
| | - Ming-Hua Zheng
- Department of Hepatology, Liver Research Center, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, China
- Institute of Hepatology, Wenzhou Medical University, Wenzhou, 325000, China
| |
Collapse
|
5
|
Maurer CA, Walensi M, Käser SA, Künzli BM, Lötscher R, Zuse A. Liver resections can be performed safely without Pringle maneuver: A prospective study. World J Hepatol 2016; 8:1038-1046. [PMID: 27648156 PMCID: PMC5002500 DOI: 10.4254/wjh.v8.i24.1038] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2016] [Revised: 05/04/2016] [Accepted: 07/14/2016] [Indexed: 02/06/2023] Open
Abstract
AIM To evaluate liver resections without Pringle maneuver, i.e., clamping of the portal triad. METHODS Between 9/2002 and 7/2013, 175 consecutive liver resections (n = 101 major anatomical and n = 74 large atypical > 5 cm) without Pringle maneuver were performed in 127 patients (143 surgeries). Accompanying, 37 wedge resections (specimens < 5 cm) and 43 radiofrequency ablations were performed. Preoperative volumetric calculation of the liver remnant preceeded all anatomical resections. The liver parenchyma was dissected by water-jet. The median central venous pressure was 4 mmHg (range: 5-14). Data was collected prospectively. RESULTS The median age of patients was 60 years (range: 16-85). Preoperative chemotherapy was used in 70 cases (49.0%). Liver cirrhosis was present in 6.3%, and liver steatosis of ≥ 10% in 28.0%. Blood loss was median 400 mL (range 50-5000 mL). Perioperative blood transfusions were given in 22/143 procedures (15%). The median weight of anatomically resected liver specimens was 525 g (range: 51-1850 g). One patient died postoperatively. Biliary leakages (n = 5) were treated conservatively. Temporary liver failure occurred in two patients. CONCLUSION Major liver resections without Pringle maneuver are feasible and safe. The avoidance of liver inflow clamping might reduce liver damage and failure, and shorten the hospital stay.
Collapse
Affiliation(s)
- Christoph A Maurer
- Christoph A Maurer, Department of Surgery, Hirslanden-Clinic Beau-Site, 3013 Bern, Switzerland
| | - Mikolaj Walensi
- Christoph A Maurer, Department of Surgery, Hirslanden-Clinic Beau-Site, 3013 Bern, Switzerland
| | - Samuel A Käser
- Christoph A Maurer, Department of Surgery, Hirslanden-Clinic Beau-Site, 3013 Bern, Switzerland
| | - Beat M Künzli
- Christoph A Maurer, Department of Surgery, Hirslanden-Clinic Beau-Site, 3013 Bern, Switzerland
| | - René Lötscher
- Christoph A Maurer, Department of Surgery, Hirslanden-Clinic Beau-Site, 3013 Bern, Switzerland
| | - Anne Zuse
- Christoph A Maurer, Department of Surgery, Hirslanden-Clinic Beau-Site, 3013 Bern, Switzerland
| |
Collapse
|
6
|
Fleischer S, Berg A, Behrens J, Kuss O, Becker R, Horbach A, Neubert TR. Does an additional structured information program during the intensive care unit stay reduce anxiety in ICU patients?: a multicenter randomized controlled trial. BMC Anesthesiol 2014; 14:48. [PMID: 25071414 PMCID: PMC4113490 DOI: 10.1186/1471-2253-14-48] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2013] [Accepted: 06/17/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Communication and information in order to reduce anxiety in the intensive care unit (ICU) has been described as area needing improvement. Therefore, the aim of this trial was to evaluate whether a structured information program that intensifies information given in standard care process reduces anxiety in ICU patients. METHODS Multicenter, two-armed, non-blinded, parallel-group randomized controlled trial in hospitals in the cities of Marburg, Halle, and Stuttgart (Germany). The trial was performed in cardiac surgery, general surgery, and internal medicine ICUs. Two-hundred and eleven elective and non-elective ICU patients were enrolled in the study (intervention group, n = 104; control group, n = 107). The experimental intervention comprised a single episode of structured oral information that was given in addition to standard care and covered two main parts: (1) A more standardized part about predefined ICU specific aspects - mainly procedural, sensory and coping information, and (2) an individualized part about fears and questions of the patient. The control group received a non-specific episodic conversation of similar length additional to standard care. Both conversations took place at the beginning of the ICU stay and lasted 10-15 minutes. Study nurses administered both interventions. The primary outcome ICU-related anxiety (CINT-Score, 0-100 pts., higher scores indicate higher anxiety) was assessed after admission to a regular ward. RESULTS The primary outcome could be measured in 82 intervention group participants and 90 control group participants resulting in mean values of 20.4 (SD 14.4) compared to 20.8 (SD 14.7) and a mean difference of -0.2 (CI 95% -4.5 to 4.1). CONCLUSIONS A structured information intervention additional to standard care during ICU stay had no demonstrated additional benefit compared to an unspecific communication of similar duration. Reduction of anxiety in ICU patients will probably require more continuous approaches to information giving and communication. TRIAL REGISTRATION ClinicalTrials.gov NCT00764933.
Collapse
Affiliation(s)
- Steffen Fleischer
- Institute of Health and Nursing Science, Medical Faculty, Martin-Luther-University Halle-Wittenberg, Halle, Germany
| | - Almuth Berg
- Institute of Health and Nursing Science, Medical Faculty, Martin-Luther-University Halle-Wittenberg, Halle, Germany
| | - Johann Behrens
- Institute of Health and Nursing Science, Medical Faculty, Martin-Luther-University Halle-Wittenberg, Halle, Germany
| | - Oliver Kuss
- Institute of Medical Epidemiology, Biostatistics, and Informatics, Medical Faculty, Martin-Luther-University Halle-Wittenberg, Halle, Germany
| | - Ralf Becker
- Städtisches Klinikum München GmbH Akademie, Munich, Germany
| | - Annegret Horbach
- Sana Herzchirurgische Klinik Stuttgart, Stuttgart, Germany
- Department 4: Health and Social Work, University of Applied Sciences, Frankfurt/Main, Germany
- Hessian Institute of Nursing Research (HessIP), Franfurt/Main, Germany
| | - Thomas R Neubert
- Department of Nursing Research, University Hospital Giessen and Marburg, Location Marburg, Germany
- Institute for Theoretical Surgery/Department of Visceral, Thoracic and Vascular Surgery, University Hospital Giessen and Marburg, Location Marburg, Germany
| |
Collapse
|
7
|
Mishra SP, Tiwary SK, Mishra M, Gupta SK. An introduction of Tertiary Peritonitis. J Emerg Trauma Shock 2014; 7:121-3. [PMID: 24812458 PMCID: PMC4013728 DOI: 10.4103/0974-2700.130883] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2013] [Accepted: 07/13/2013] [Indexed: 12/17/2022] Open
Abstract
Intraperitoneal infection known as peritonitis is a major killer in the practice of clinical surgery. Tertiary peritonitis (TP) may be defined as intra-abdominal infection that persists or recurs ³48 h following successful and adequate surgical source control. A planned or on-demand relaparotomy after an initial operation is probably most frequent way to diagnose TP, but is a late event to occur. Hence it is desirable to have timely and nonoperative diagnosis of TP after the initial operation and subsequent initiation of an appropriate therapy to reduce the complications and to improve the outcome.
Collapse
Affiliation(s)
- Shashi Prakash Mishra
- Department of Surgery, Institute of Medical Sciences, Banaras Hindu University, Varanasi, Uttar Pradesh, India
| | - Satyendra Kumar Tiwary
- Department of Surgery, Institute of Medical Sciences, Banaras Hindu University, Varanasi, Uttar Pradesh, India
| | - Manjaree Mishra
- Department of Anesthesiology, Institute of Medical Sciences, Banaras Hindu University, Varanasi, Uttar Pradesh, India
| | - Sanjeev Kumar Gupta
- Department of Surgery, Institute of Medical Sciences, Banaras Hindu University, Varanasi, Uttar Pradesh, India
| |
Collapse
|
8
|
Identification of patients at risk for development of tertiary peritonitis on a surgical intensive care unit. J Gastrointest Surg 2009; 13:1358-67. [PMID: 19352781 DOI: 10.1007/s11605-009-0882-y] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2008] [Accepted: 03/24/2009] [Indexed: 01/31/2023]
Abstract
BACKGROUND Tertiary peritonitis (TP) is defined as a severe recurrent or persistent intra-abdominal infection after adequate surgical source control of secondary peritonitis (SP). The aim of this study was to analyze the characteristics of patients with SP who will further develop TP in order to define early diagnostic markers for TP. STUDY DESIGN Over a 1-year period, all patients on the surgical intensive care unit (ICU) with SP were prospectively assessed for the development of TP applying the definition of the ICU consensus conference. The Mannheim Peritonitis Index (MPI), C-reactive protein (CRP) and Simplified Acute Physiology Score II (SAPS II) were assessed at the initial operation (IO) that was diagnostic for SP and in the postoperative period. RESULTS Among 69 patients with SP, 15 patients further developed TP, whereas 54 patients did not develop TP. Compared to SP, patients with transition to TP had significantly higher MPI at IO (28.6 vs. 19.8; p < 0.001), relaparotomy rate (2.00 vs. 0.11; p < 0.001), mortality (60% vs. 9%; p < 0.001), duration of ICU stay (14 vs. 4 days; p < 0.005), as well as SAPS II (45.1 vs. 28.4; p < 0.005) and CRP (265 mg/dL vs. 217 mg/dL; p < 0.05) on the second postoperative day after IO. CONCLUSIONS The MPI at IO as well as CRP and SAPS II at the second postoperative day helps to identify patients at risk for tertiary peritonitis.
Collapse
|
9
|
Enohumah KO, Moerer O, Kirmse C, Bahr J, Neumann P, Quintel M. Outcome of cardiopulmonary resuscitation in intensive care units in a university hospital. Resuscitation 2006; 71:161-70. [PMID: 16989937 DOI: 10.1016/j.resuscitation.2006.03.013] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/31/2006] [Indexed: 11/20/2022]
Abstract
UNLABELLED The purpose of this study is to evaluate the demographic characteristics of patients who suffered cardiac arrest in our intensive care units (ICUs) as well as to identify those factors influencing outcome after resuscitation following cardiac arrest. METHODS We reviewed the records of all patients who underwent cardiopulmonary resuscitation (CPR) in our ICUs at the Georg-August University Hospital, Goettingen, Germany, from January 1, 1999 to December 31, 2003. RESULTS One hundred and sixty-nine patients underwent CPR. Severity of illness assessed by SAPS II score on admission was 51.8+/-18.5 (predicted mortality 46.6%). The initially monitored rhythm at the time of arrest was asystole in 51 (30.2%) patients. Ventricular tachycardia/fibrillation (VT/VF) was recorded in 65 (38.5%) and pulseless electrical activity in 49 (29.0%) patients. Twenty (23.8%), 28 (33.3%) and 33 (39.3%) patients with initially recorded asystole, VT/VF and pulseless electrical activity (PEA) rhythms, respectively, survived to ICU discharge. Eighty of the 169 patients survived to hospital discharge giving a survival rate of 47.3%. The highest ICU mortality was seen in patients admitted for neurosurgery (80%) followed by major vascular surgery (77.8%), non-surgical patients (67.4%) and patients with severe sepsis (66.7%). The occurrence of cardiac arrest within the first 24h was associated with a significantly lower ICU mortality compared to a later incident. At hospital discharge 66 patients (82.5% of the survivors) achieved good cerebral recovery, 12 patients (15.0%) were severely disabled (CPC 3) while 2 (2.5%) remained unconscious. CONCLUSION Several factors affect the outcome from CPR. However, quicker triage to ICU, closer monitoring along with prompt intervention might minimise the consequences of cardiac arrest and its complications.
Collapse
Affiliation(s)
- K O Enohumah
- Department of Anaesthesiology, Emergency and Intensive Care Medicine, Georg-August University Hospital, Robert Koch Str. 40, D-37075 Goettingen, Germany
| | | | | | | | | | | |
Collapse
|
10
|
Schuiling WJ, de Weerd AW, Dennesen PJW, Algra A, Rinkel GJE. The simplified acute physiology score to predict outcome in patients with subarachnoid hemorrhage. Neurosurgery 2006; 57:230-6; discussion 230-6. [PMID: 16094150 DOI: 10.1227/01.neu.0000166536.42876.9c] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE Current prognosticators for patients with subarachnoid hemorrhage (SAH) do not take into account signs of extracerebral organ dysfunction. This may explain the only moderate predictive value of these prognosticators. We assessed the prognostic value of the simplified acute physiology score (SAPS) II in SAH patients. METHODS In a retrospective cohort study of 148 consecutive SAH patients, we related the SAPS II calculated within 24 hours after admission to clinical and initial computed tomographic imaging characteristics using the Mann-Whitney U test. We compared the prognostic value of the SAPS II with that of the World Federation of Neurosurgical Surgeons score, the patient's age, and the amount of blood showing in computed tomographic imaging for the occurrence of delayed cerebral ischemia using Cox proportional hazards modeling or, for poor outcome (death or dependence), logistic regression modeling. RESULTS In the univariate analysis, the SAPS II was the strongest prognosticator; in the multivariate model, the SAPS II was the only independent predictor for outcome (odds ratio, 1.08; 95% confidence interval, 1.06-1.11]). Patients in the highest tertile of SAPS II had a significantly higher risk of poor outcome than those in the lowest tertile (odds ratio, 30.9; 95% confidence interval, 9.9-96.7]). The SAPS II was also the only independent predictor for the occurrence of delayed cerebral ischemia (hazard ratio, 1.020; 95% confidence interval, 1.002-1.039]). CONCLUSION The SAPS II is a useful and reliable prognosticator in SAH patients. This score may provide more information than specific SAH scales in predicting poor outcome or the occurrence of delayed cerebral ischemia in some circumstances.
Collapse
Affiliation(s)
- Wouter Jan Schuiling
- Department of Neurology and Clinical Neurophysiology, Medical Center Haaglanden, Westeinde Hospital, Haaglanden, The Netherlands.
| | | | | | | | | |
Collapse
|
11
|
Hargrove J, Nguyen HB. Bench-to-bedside review: outcome predictions for critically ill patients in the emergency department. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2005; 9:376-83. [PMID: 16137387 PMCID: PMC1269432 DOI: 10.1186/cc3518] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
The escalating number of emergency department (ED) visits, length of stay, and hospital overcrowding have been associated with an increasing number of critically ill patients cared for in the ED. Existing physiologic scoring systems have traditionally been used for outcome prediction, clinical research, quality of care analysis, and benchmarking in the intensive care unit (ICU) environment. However, there is limited experience with scoring systems in the ED, while early and aggressive intervention in critically ill patients in the ED is becoming increasingly important. Development and implementation of physiologic scoring systems specific to this setting is potentially useful in the early recognition and prognostication of illness severity. A few existing ICU physiologic scoring systems have been applied in the ED, with some success. Other ED specific scoring systems have been developed for various applications: recognition of patients at risk for infection; prediction of mortality after critical care transport; prediction of in-hospital mortality after admission; assessment of prehospital therapeutic efficacy; screening for severe acute respiratory syndrome; and prediction of pediatric hospital admission. Further efforts at developing unique physiologic assessment methodologies for use in the ED will improve quality of patient care, aid in resource allocation, improve prognostic accuracy, and objectively measure the impact of early intervention in the ED.
Collapse
Affiliation(s)
- Jenny Hargrove
- Department of Emergency Medicine, Loma Linda University, Loma Linda, California, USA
| | - H Bryant Nguyen
- Department of Emergency Medicine, Loma Linda University, Loma Linda, California, USA
| |
Collapse
|