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Douma MJ, Ali S, Graham TA, Bone A, Early SD, Myhre C, Ruether K, Smith KE, Flanary K, Kroll T, Frazer K, Brindley PG. Navigating cardiac arrest together: A survivor and family-led co-design study of family needs and care touchpoints. Resusc Plus 2024; 20:100793. [PMID: 39492967 PMCID: PMC11530864 DOI: 10.1016/j.resplu.2024.100793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 09/08/2024] [Accepted: 09/25/2024] [Indexed: 11/05/2024] Open
Abstract
Introduction This study aimed to i) identify the care needs of families experiencing cardiac arrest; and ii) co-identify strategies for meeting the identified care needs. Cardiac arrest survivors and family members (of survivors and non-survivors) were engaged as "experience experts," collaborators and co-researchers in this study. Methods A qualitative study using semi-structured interviews of cardiac arrest survivors and family members was conducted. Participants were recruited from the membership of the Family Centred Cardiac Arrest Care Project. Interviews were recorded, transcribed, and analysed using Framework analysis. Results Twenty-eight participants described 22 unique cardiac arrest events. We identified five primary care need themes: 1) "Help us help our loved one"; 2) "Work with us as a cohesive team"; 3) "See us: treat us with humanity and dignity"; 4) "Address our family's ongoing emergency"; and 5) "Help us to heal after the cardiac arrest" as well as 29 subordinate care need themes. We performed touchpoint mapping to identify key moments of interaction between patients and families, and the health system to highlight potential areas for improvement, as well as strategies for meeting family care needs. Conclusion Our participants identified varied family care needs during and long after cardiac arrest. Fortunately, many proposed strategies are inexpensive and have low barriers to adoption. However, some unmet care needs identified suggest larger systemic issues such as service gaps that leave families feeling abandoned and isolated. Overall, our findings suggest that care during and after cardiac arrest are critical components of a comprehensive cardiac arrest care system.
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Affiliation(s)
- Matthew J. Douma
- School of Nursing, Midwifery and Health Systems, University College Dublin, Ireland
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta, Canada
| | - Samina Ali
- Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Canada
| | - Tim A.D. Graham
- Department of Emergency Medicine, Faculty of Medicine and Dentistry, University of Alberta, Canada
| | - Allison Bone
- Barwon Health, University Hospital Geelong, Victoria, Australia
- Australia and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Australia
| | | | - Calah Myhre
- Faculty of Medicine and Dentistry, University of Alberta, Canada
| | | | - Katherine E. Smith
- Department of Emergency Medicine, Faculty of Medicine and Dentistry, University of Alberta, Canada
| | | | - Thilo Kroll
- School of Nursing, Midwifery and Health Systems, University College Dublin, Ireland
| | - Kate Frazer
- School of Nursing, Midwifery and Health Systems, University College Dublin, Ireland
| | - Peter G. Brindley
- Department of Critical Care Medicine, Faculty of Medicine and Dentistry, University of Alberta, Canada
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Wang Y, Fu J, Wang S, Wang H, Gao W, Huang L. Impact of Video-Based Error Correction Learning for Cardiopulmonary Resuscitation Training: Quasi-Experimental Study. JMIR Serious Games 2024; 12:e53577. [PMID: 39361242 PMCID: PMC11466053 DOI: 10.2196/53577] [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: 10/11/2023] [Revised: 07/01/2024] [Accepted: 08/02/2024] [Indexed: 10/12/2024] Open
Abstract
Background Video-based error correction (VBEC) in medical education could offer immediate feedback, promote enhanced learning retention, and foster reflective practice. However, its application in cardiopulmonary resuscitation (CPR) training has not been investigated. Objective The objective of this study is to assess whether the VBEC procedure could improve the training performance of CPR among anesthesiology residents. Methods A quasi-experimental study was conducted among anesthesiology residents between December 2022 and April 2023. Primary outcomes included a posttraining knowledge test and practical assessment scores. Secondary outcomes included the number of residents who correctly conducted CPR at each step, the rate of common mistakes during the CPR process, and the self-assessment results. A total of 80 anesthesiology residents were divided into a VBEC group (n=40) and a control group (n=40). The VBEC group underwent a 15-minute VBEC CPR training, whereas the control group underwent a 15-minute video-prompting CPR training. Results The posttraining knowledge test score of the VBEC group was significantly higher than that of the control group (73, SD 10.5 vs 65.1, SD 11.4; P=.002). The residents in the VBEC group had lower error rates in "failure to anticipate the next move" (n=3, 7.5% vs n=13, 32.5%; P=.01) and "failure to debrief or problem solve after the code" (n=2, 5% vs n=11, 27.5%; P=.01), as well as better performance in the "secure own safety" step (n=34, 85% vs n=18, 45%; P<.001) than those in the control group. The VBEC group showed significantly higher confidence in CPR than the control group (n=?, 62.5% vs n=?, 35%; P=.03). Conclusions VBEC may be a promising strategy compared to video prompting for CPR training among anesthesiology residents.
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Affiliation(s)
- Yun Wang
- Department of Anesthesiology, Shanghai General Hospital, Shanghai, China
| | - Junzuo Fu
- Department of Anesthesiology, Shanghai General Hospital, Shanghai, China
| | - Shaoping Wang
- Department of Anesthesiology, Shanghai General Hospital, Shanghai, China
| | - Huijuan Wang
- Department of Anesthesiology, Shanghai General Hospital, Shanghai, China
| | - Wei Gao
- Department of Gastroenteroscopy, Shanghai General Hospital, Shanghai, China
| | - Lina Huang
- Department of Anesthesiology, Shanghai General Hospital, Shanghai, China
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Giamello JD, D’Agnano S, Paglietta G, Bertone C, Bruno A, Martini G, Poggi A, Sciolla A, Lauria G. Characteristics, Outcome and Prognostic Factors of Patients with Emergency Department Cardiac Arrest: A 14-Year Retrospective Study. J Clin Med 2024; 13:4708. [PMID: 39200850 PMCID: PMC11355185 DOI: 10.3390/jcm13164708] [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: 06/13/2024] [Revised: 08/04/2024] [Accepted: 08/08/2024] [Indexed: 09/02/2024] Open
Abstract
Introduction: Cardiac arrests are traditionally classified according to the setting in which they occur, including out-of-hospital cardiac arrest (OHCA) and in-hospital cardiac arrest (IHCA). However, cardiac arrests that occur in the emergency department (EDCA) could constitute a third category, due to the peculiar characteristics of the emergency department (ED). In recent years, the need to study EDCAs separately from other intra-hospital events has emerged. The aim of this study was to describe the characteristics and outcomes of a cohort of patients experiencing EDCA in an Italian hospital over a 14-year period. Methods: This was a single-centre retrospective observational study conducted in the ED of the Santa Croce e Carle Hospital in Cuneo, Italy. All adult patients who experienced EDCA between 1 January 2010 and 30 June 2023 were included. OHCA patients, those arriving in the ED with on-going resuscitation measures, patients with EDCA not undergoing resuscitation, and patients with post-traumatic cardiac arrest were excluded from the study. The main outcome of the study was survival at hospital discharge with a favourable neurological outcome. Results: 350 cases of EDCA were included. The median age was 78 (63-85) years, and the median Charlson Comorbidity Index score was 5 (3-6). A total of 35 patients (10%) survived to hospital discharge with a cerebral performance category (CPC) Score of 1-2; survival in the ED was 28.3%. The causes of cardiac arrests were identified in 212 cases (60.6%) and included coronary thrombosis (35%), hypoxia (22%), hypovolemia (17%), pulmonary embolism (11%), metabolic (8%), cardiac tamponade (4%), toxins (2%) and hypothermia (1%). Variables associated with survival with a favourable neurological outcome were young age, a lower Charlson Comorbidity Index, coronary thrombosis as the primary EDCA cause, and shockable presenting rhythm; however, only the latter was associated with the outcome in a multivariate age-weighted model. Conclusions: In a cohort of patients with EDCA over a period of more than a decade, the most frequent cause identified was coronary thrombosis; 10% of patients survived with a good neurological status, and the only factor associated with the best prognosis was presenting a shockable rhythm. EDCA should be considered an independent category in order to fully understand its characteristics and outcomes.
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Affiliation(s)
- Jacopo Davide Giamello
- School of Emergency Medicine, University of Turin, 10100 Turin, Italy
- Department of Emergency Medicine, Santa Croce e Carle Hospital, 12100 Cuneo, Italy
| | - Salvatore D’Agnano
- Department of Emergency Medicine, Santa Croce e Carle Hospital, 12100 Cuneo, Italy
| | - Giulia Paglietta
- School of Emergency Medicine, University of Turin, 10100 Turin, Italy
- Department of Emergency Medicine, Santa Croce e Carle Hospital, 12100 Cuneo, Italy
| | - Chiara Bertone
- School of Emergency Medicine, University of Turin, 10100 Turin, Italy
- Department of Emergency Medicine, Santa Croce e Carle Hospital, 12100 Cuneo, Italy
| | - Alice Bruno
- Department of Emergency Medicine, Santa Croce e Carle Hospital, 12100 Cuneo, Italy
| | - Gianpiero Martini
- Department of Emergency Medicine, Santa Croce e Carle Hospital, 12100 Cuneo, Italy
| | - Alessia Poggi
- Department of Emergency Medicine, Santa Croce e Carle Hospital, 12100 Cuneo, Italy
| | - Andrea Sciolla
- Department of Emergency Medicine, Santa Croce e Carle Hospital, 12100 Cuneo, Italy
| | - Giuseppe Lauria
- Department of Emergency Medicine, Santa Croce e Carle Hospital, 12100 Cuneo, Italy
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Shinozaki K, Wong V, Aoki T, Hayashida K, Takegawa R, Endo Y, Nandurkar H, Diamond B, Robson SC, Becker LB. The role of pyruvate-induced enhancement of oxygen metabolism in extracellular purinergic signaling in the post-cardiac arrest rat model. Purinergic Signal 2024; 20:345-357. [PMID: 37507639 PMCID: PMC11303634 DOI: 10.1007/s11302-023-09958-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 07/07/2023] [Indexed: 07/30/2023] Open
Abstract
Purine nucleotide adenosine triphosphate (ATP) is a source of intracellular energy maintained by mitochondrial oxidative phosphorylation. However, when released from ischemic cells into the extracellular space, they act as death-signaling molecules (eATP). Despite there being potential benefit in using pyruvate to enhance mitochondria by inducing a highly oxidative metabolic state, its association with eATP levels is still poorly understood. Therefore, while we hypothesized that pyruvate could beneficially increase intracellular ATP with the enhancement of mitochondrial function after cardiac arrest (CA), our main focus was whether a proportion of the raised intracellular ATP would detrimentally leak out into the extracellular space. As indicated by the increased levels in systemic oxygen consumption, intravenous administrations of bolus (500 mg/kg) and continuous infusion (1000 mg/kg/h) of pyruvate successfully increased oxygen metabolism in post 10-min CA rats. Plasma ATP levels increased significantly from 67 ± 11 nM before CA to 227 ± 103 nM 2 h after the resuscitation; however, pyruvate administration did not affect post-CA ATP levels. Notably, pyruvate improved post-CA cardiac contraction and acidemia (low pH). We also found that pyruvate increased systemic CO2 production post-CA. These data support that pyruvate has therapeutic potential for improving CA outcomes by enhancing oxygen and energy metabolism in the brain and heart and attenuating intracellular hydrogen ion disorders, but does not exacerbate the death-signaling of eATP in the blood.
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Affiliation(s)
- Koichiro Shinozaki
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA.
- Department of Emergency Medicine, Zucker School of Medicine at Hofstra/Northwell, New York, NY, USA.
- Department of Emergency Medicine, Kindai University Faculty of Medicine, Osaka, Japan.
| | - Vanessa Wong
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
| | - Tomoaki Aoki
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
| | - Kei Hayashida
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
| | - Ryosuke Takegawa
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
| | - Yusuke Endo
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
| | - Harshal Nandurkar
- Australian Centre for Blood Diseases, Monash University, Melbourne, Australia
| | - Betty Diamond
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
| | - Simon C Robson
- Department of Anesthesia: Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Lance B Becker
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
- Department of Emergency Medicine, Zucker School of Medicine at Hofstra/Northwell, New York, NY, USA
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Hadush Y, Mulaw A, Belay A, Ayalew A, Bitsa Y, Berhane H. Knowledge, attitude, practice, and associated factors of health professionals towards cardiopulmonary resuscitation at Ayder Comprehensive Specialized Hospital, 2023, Tigray, Ethiopia. Ann Med Surg (Lond) 2024; 86:4439-4448. [PMID: 39118678 PMCID: PMC11305712 DOI: 10.1097/ms9.0000000000002324] [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: 05/17/2024] [Accepted: 06/18/2024] [Indexed: 08/10/2024] Open
Abstract
Background Cardiopulmonary resuscitation (CPR) is a crucial medical technique that is performed manually to preserve intact brain function. Early initiation of CPR manoeuvres and activation of the chain of survival are key factors in the prognosis of patients with cardiorespiratory arrest (CRA). Inadequacy in any step of CPR due to a lack of knowledge or skill is associated with a poor return of spontaneous circulation and a decreased survival rate. Objective To assess the knowledge, attitude, practice, and factors associated with health towards CPR at Ayder Comprehensive Specialized Hospital 2023. Methods Institution-based cross-sectional study was conducted to assess the knowledge, attitude, and practice of health professionals towards cardiopulmonary CPR in Ayder Comprehensive Specialized Hospital Of Tigray, Ethiopia from 1 May to 30 August 2023. Data were collected using structured questionnaires by Two BSC anaesthesia staff and One MSc. as supervisor. A stratified random sampling technique was used to select the study participants. The Data were entered and analyzed using SPSS version 23. Variables with P value less than 0.20 were fitted into multivariate logistic regression. Descriptive statistics such as frequencies, median, interquartile range, percentages, tables, graphs and charts were used to present the results. Result A total of 262 Of 277 healthcare providers were included in the study, with a response rate of 93.3%. Knowledge, attitude, practice of health professionals towards CPR was 22.5%, 39% and 31.5%, respectively. MSc degree in level of education [adjusted odds ratio (AOR): 8.561 95% CI=2.109-34.746], CPR training (AOR: 2.157, 95%, 1.005, 4.631), and Work experience 6-10years and more than 10 (AOR =0.195, 95% CI, 0.071-0.539) and AOR =0.148 195 95% CI, 0.017, 1.285) were significantly associated with knowledge. The Anaesthetist and Medical doctors were 5.5 times (AOR, 5.50, 95% CI 1.263-23.93) and 2.125 times (AOR: 2.125, 95% CI, 0.865-5.216) respectively more likely to have favourable attitude than the midwives. Regarding to practice participants with CPR training (AOR: 1.804 95% CI=0.925-3.518), good knowledge (AOR: 2.766 95% CI=1.312-5.836) and favourable attitude (AOR: 1.931, 95% CI=0.995-3.749) were significantly associated with safe practice. Conclusion and recommendation The overall level of health professionals, knowledge, attitude, practices, and factors associated towards CPR in Ayder Comprehensive Specialized Hospital at Tigray, Ethiopia were insufficient, favourable and safe enough. Regular CPR training is recommended to increase the knowledge, attitude, and practice of healthcare professionals towards CPR.
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Affiliation(s)
| | | | | | - Assefa Ayalew
- Public Health, College of Health Science, Mekelle University, Mekelle, Ethiopia
| | - Yihdego Bitsa
- Department of Anaesthesiology, College of Health Science, Addigrat University, Addigrat, Ethiopia
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Piel S, McManus MJ, Heye KN, Beaulieu F, Fazelinia H, Janowska JI, MacTurk B, Starr J, Gaudio H, Patel N, Hefti MM, Smalley ME, Hook JN, Kohli NV, Bruton J, Hallowell T, Delso N, Roberts A, Lin Y, Ehinger JK, Karlsson M, Berg RA, Morgan RW, Kilbaugh TJ. Effect of dimethyl fumarate on mitochondrial metabolism in a pediatric porcine model of asphyxia-induced in-hospital cardiac arrest. Sci Rep 2024; 14:13852. [PMID: 38879681 PMCID: PMC11180202 DOI: 10.1038/s41598-024-64317-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 06/07/2024] [Indexed: 06/19/2024] Open
Abstract
Neurological and cardiac injuries are significant contributors to morbidity and mortality following pediatric in-hospital cardiac arrest (IHCA). Preservation of mitochondrial function may be critical for reducing these injuries. Dimethyl fumarate (DMF) has shown potential to enhance mitochondrial content and reduce oxidative damage. To investigate the efficacy of DMF in mitigating mitochondrial injury in a pediatric porcine model of IHCA, toddler-aged piglets were subjected to asphyxia-induced CA, followed by ventricular fibrillation, high-quality cardiopulmonary resuscitation, and random assignment to receive either DMF (30 mg/kg) or placebo for four days. Sham animals underwent similar anesthesia protocols without CA. After four days, tissues were analyzed for mitochondrial markers. In the brain, untreated CA animals exhibited a reduced expression of proteins of the oxidative phosphorylation system (CI, CIV, CV) and decreased mitochondrial respiration (p < 0.001). Despite alterations in mitochondrial content and morphology in the myocardium, as assessed per transmission electron microscopy, mitochondrial function was unchanged. DMF treatment counteracted 25% of the proteomic changes induced by CA in the brain, and preserved mitochondrial structure in the myocardium. DMF demonstrates a potential therapeutic benefit in preserving mitochondrial integrity following asphyxia-induced IHCA. Further investigation is warranted to fully elucidate DMF's protective mechanisms and optimize its therapeutic application in post-arrest care.
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Affiliation(s)
- Sarah Piel
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA.
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA.
- Department of Cardiology, Pulmonology, and Vascular Medicine, University Hospital Düsseldorf, Medical Faculty of the Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
- CARID, Cardiovascular Research Institute Düsseldorf, Medical Faculty of the Heinrich-Heine-University, Düsseldorf, Germany.
| | - Meagan J McManus
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Kristina N Heye
- Division of Neurology, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Forrest Beaulieu
- Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Hossein Fazelinia
- Proteomics Core Facility, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Joanna I Janowska
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Bryce MacTurk
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Jonathan Starr
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Hunter Gaudio
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Nisha Patel
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Marco M Hefti
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Martin E Smalley
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Jordan N Hook
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Neha V Kohli
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - James Bruton
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Thomas Hallowell
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Nile Delso
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Anna Roberts
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Yuxi Lin
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Johannes K Ehinger
- Mitochondrial Medicine, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
- Otorhinolaryngology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
- Otorhinolaryngology, Head and Neck Surgery, Skåne University Hospital, Lund, Sweden
| | | | - Robert A Berg
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Ryan W Morgan
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
| | - Todd J Kilbaugh
- Resuscitation Science Center of Emphasis, The Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, USA
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Collie BL, Emami S, Lyons NB, Ramsey WA, O'Neil CF, Meizoso JP, Ginzburg E, Pizano LR, Schulman CI, Parker BM, Namias N, Proctor KG. Survival of In-Hospital Cardiopulmonary Arrest in Trauma Patients. J Surg Res 2024; 298:379-384. [PMID: 38669784 DOI: 10.1016/j.jss.2024.03.043] [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: 12/11/2023] [Revised: 02/23/2024] [Accepted: 03/22/2024] [Indexed: 04/28/2024]
Abstract
INTRODUCTION Relative to other hospitalized patients, trauma patients are younger with fewer comorbidities, but the incidence and outcomes of in-hospital cardiopulmonary arrest (IHCA) with cardiopulmonary resuscitation (CPR) in this population is unknown. Therefore, we aimed to investigate factors associated with survival in trauma patients after IHCA to test the hypothesis that compared to other hospitalized patients, trauma patients with IHCA have improved survival. METHODS Retrospective review of the Trauma Quality Improvement Program database 2017 to 2019 for patients who had IHCA with CPR. Primary outcome was survival to hospital discharge. Secondary outcomes were in-hospital complications, hospital length of stay, intensive care unit length of stay, and ventilator days. Data were compared with univariate and multivariate analyses at P < 0.05. RESULTS In 22,346,677 admitted trauma patients, 14,056 (0.6%) received CPR. Four thousand three hundred seventy-seven (31.1%) survived to discharge versus 26.4% in a national sample of all hospitalized patients (P < 0.001). In trauma patients, median age was 55 y, the majority were male (72.2%). Mortality was higher for females versus males (70.3% versus 68.3%, P = 0.026). Multivariate regression showed that older age 1.01 (95% confidence interval (CI) 1.01-1.02), Hispanic ethnicity 1.21 (95% CI 1.04-1.40), and penetrating trauma 1.51 (95% CI 1.32-1.72) were risk factors for mortality, while White race was a protective factor 0.36 (95% CI 0.14-0.89). CONCLUSIONS This is the first study to show that the incidence of IHCA with CPR is approximately six in 1000 trauma admissions and 31% survive to hospital discharge, which is higher than other hospitalized patients. Age, gender, racial, and ethnic disparities also influence survival.
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Affiliation(s)
- Brianna L Collie
- Division of Trauma, Burns, and Critical Care, Dewitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Ryder Trauma Center, Miami, Florida.
| | - Shaheen Emami
- Division of Trauma, Burns, and Critical Care, Dewitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Ryder Trauma Center, Miami, Florida
| | - Nicole B Lyons
- Division of Trauma, Burns, and Critical Care, Dewitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Ryder Trauma Center, Miami, Florida
| | - Walter A Ramsey
- Division of Trauma, Burns, and Critical Care, Dewitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Ryder Trauma Center, Miami, Florida
| | - Christopher F O'Neil
- Division of Trauma, Burns, and Critical Care, Dewitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Ryder Trauma Center, Miami, Florida
| | - Jonathan P Meizoso
- Division of Trauma, Burns, and Critical Care, Dewitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Ryder Trauma Center, Miami, Florida
| | - Enrique Ginzburg
- Division of Trauma, Burns, and Critical Care, Dewitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Ryder Trauma Center, Miami, Florida
| | - Louis R Pizano
- Division of Trauma, Burns, and Critical Care, Dewitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Ryder Trauma Center, Miami, Florida
| | - Carl I Schulman
- Division of Trauma, Burns, and Critical Care, Dewitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Ryder Trauma Center, Miami, Florida
| | - Brandon M Parker
- Division of Trauma, Burns, and Critical Care, Dewitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Ryder Trauma Center, Miami, Florida
| | - Nicholas Namias
- Division of Trauma, Burns, and Critical Care, Dewitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Ryder Trauma Center, Miami, Florida
| | - Kenneth G Proctor
- Division of Trauma, Burns, and Critical Care, Dewitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Ryder Trauma Center, Miami, Florida
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Fijačko N, Masterson Creber R, Metličar Š, Strnad M, Greif R, Štiglic G, Skok P. Effects of a Serious Smartphone Game on Nursing Students' Theoretical Knowledge and Practical Skills in Adult Basic Life Support: Randomized Wait List-Controlled Trial. JMIR Serious Games 2024; 12:e56037. [PMID: 38578690 PMCID: PMC11031703 DOI: 10.2196/56037] [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: 01/03/2024] [Revised: 02/19/2024] [Accepted: 03/10/2024] [Indexed: 04/06/2024] Open
Abstract
BACKGROUND Retention of adult basic life support (BLS) knowledge and skills after professional training declines over time. To combat this, the European Resuscitation Council and the American Heart Association recommend shorter, more frequent BLS sessions. Emphasizing technology-enhanced learning, such as mobile learning, aims to increase out-of-hospital cardiac arrest (OHCA) survival and is becoming more integral in nursing education. OBJECTIVE The aim of this study was to investigate whether playing a serious smartphone game called MOBICPR at home can improve and retain nursing students' theoretical knowledge of and practical skills in adult BLS. METHODS This study used a randomized wait list-controlled design. Nursing students were randomly assigned in a 1:1 ratio to either a MOBICPR intervention group (MOBICPR-IG) or a wait-list control group (WL-CG), where the latter received the MOBICPR game 2 weeks after the MOBICPR-IG. The aim of the MOBICPR game is to engage participants in using smartphone gestures (eg, tapping) and actions (eg, talking) to perform evidence-based adult BLS on a virtual patient with OHCA. The participants' theoretical knowledge of adult BLS was assessed using a questionnaire, while their practical skills were evaluated on cardiopulmonary resuscitation quality parameters using a manikin and a checklist. RESULTS In total, 43 nursing students participated in the study, 22 (51%) in MOBICPR-IG and 21 (49%) in WL-CG. There were differences between the MOBICPR-IG and the WL-CG in theoretical knowledge (P=.04) but not in practical skills (P=.45) after MOBICPR game playing at home. No difference was noted in the retention of participants' theoretical knowledge and practical skills of adult BLS after a 2-week break from playing the MOBICPR game (P=.13). Key observations included challenges in response checks with a face-down manikin and a general neglect of safety protocols when using an automated external defibrillator. CONCLUSIONS Playing the MOBICPR game at home has the greatest impact on improving the theoretical knowledge of adult BLS in nursing students but not their practical skills. Our findings underscore the importance of integrating diverse scenarios into adult BLS training. TRIAL REGISTRATION ClinicalTrials.gov (NCT05784675); https://clinicaltrials.gov/study/NCT05784675.
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Affiliation(s)
- Nino Fijačko
- Faculty of Health Sciences, University of Maribor, Maribor, Slovenia
- Maribor University Medical Centre, Maribor, Slovenia
| | | | - Špela Metličar
- Faculty of Health Sciences, University of Maribor, Maribor, Slovenia
- Medical Dispatch Centre Maribor, University Clinical Centre Ljubljana, Ljubljana, Slovenia
| | - Matej Strnad
- Maribor University Medical Centre, Maribor, Slovenia
- Faculty of Medicine, University of Maribor, Maribor, Slovenia
- Community Healthcare Center Dr Adolfa Drolca Maribor, Maribor, Slovenia
| | - Robert Greif
- European Resuscitation Council Research Net, Niels, Belgium
- University of Bern, Bern, Switzerland
- School of Medicine, Sigmund Freud University Vienna, Vienna, Austria
| | - Gregor Štiglic
- Faculty of Health Sciences, University of Maribor, Maribor, Slovenia
- Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia
| | - Pavel Skok
- Maribor University Medical Centre, Maribor, Slovenia
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9
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Liu Z, Ma X, Yang T. Sudden cardiac arrest during endovascular embolization of carotid artery aneurysm: A case report and literature review. Medicine (Baltimore) 2024; 103:e36888. [PMID: 38277550 PMCID: PMC10817150 DOI: 10.1097/md.0000000000036888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 12/18/2023] [Indexed: 01/28/2024] Open
Abstract
RATIONALE Endovascular embolization has been widely applied in carotid artery aneurysm due to less trauma and simpler procedures than open surgery. Sudden cardiac arrest is a rare event that may cause severe consequences during endovascular embolization. Risk factors of perioperative cardiac arrest include cardiac surgery, younger age, comorbid conditions, and emergency surgery. PATIENT CONCERNS A 62-year-old male patient had hypertension for 15 years and experienced sudden cardiac arrest of pulseless electrical activity during endovascular embolization. DIAGNOSES He was diagnosed with a 3.5 × 2.5 mm aneurysm. INTERVENTIONS Chest compression and effective interventions were given. OUTCOMES He was resuscitated by cardiopulmonary resuscitation and systematic therapy. LESSONS This case may provide experience in the management of sudden cardiac arrest during endovascular embolization of a carotid artery aneurysm.
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Affiliation(s)
- Ziqiang Liu
- Department of Anesthesiology, Weihai Municipal Hospital, Waihai, China
| | - Xuecai Ma
- Department of Anesthesiology, Weihai Municipal Hospital, Waihai, China
| | - Tianhui Yang
- Department of Anesthesia Surgery, Wuming Hospital Affiliated to Guangxi Medical University, Nanning, China
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10
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Izquierdo-Condoy JS, Naranjo-Lara P, Arias Rodríguez FD, Puglla-Mendoza AG, Jima-Sanmartín J, Andrade Casanova D, Duque-Sánchez EP, Alegría N N, Rojas Cadena MG, Ortiz-Prado E. Assessing the Proficiency in Basic and Advanced Life Support Among Physicians in Ecuador: A Cross-Sectional Study. ADVANCES IN MEDICAL EDUCATION AND PRACTICE 2024; 15:25-35. [PMID: 38205130 PMCID: PMC10778227 DOI: 10.2147/amep.s440437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 12/14/2023] [Indexed: 01/12/2024]
Abstract
Purpose Cardiorespiratory arrest's unpredictability poses a global health challenge, with gaps in physicians' life support knowledge potentially leading to poor patient outcomes, a factor yet unstudied among Ecuadorian physicians. This study aims to elucidate the state of physicians' theoretical knowledge in Ecuador based on Basic Life Support (BLS) and Advanced Life Support (ALS) guidelines. Patients and methods A national cross-sectional online 35-questions survey was conducted between February and March 2023 using a self-administered, expert-validated questionnaire. Participants' responses were obtained through official social media groups (WhatsApp and Facebook). The survey evaluated the theoretical knowledge of BLS and ALS, with scores based on the number of correct answers out of a maximum of 10.0 points. For descriptive analysis, frequencies, percentages, means, and standard deviations (SD) were used. The T-test and one-way ANOVA were utilized to analyze the associations between knowledge levels and demographic and academic training variables of Ecuadorian doctors. Values of p < 0.05 were considered statistically significant for all analyses. Results The survey garnered responses from 385 physicians, with a majority being female (56.6%) and possessing less than 3 years of work experience (75.1%). Of these, 71.7% and 51.9% held BLS and ALS certifications, respectively. Knowledge scores for BLS (5.8/10 ± 1.6) surpassed those for ALS (4.7/10 ± 1.8) (p < 0.001). Physicians with less than 3 years of work experience exhibited higher knowledge scores in both BLS and ALS tests (p < 0.05). Conclusion This study revealed a notable deficiency in the theoretical knowledge of BLS and ALS among surveyed Ecuadorian physicians. Factors such as prior certification and years of work experience appeared to influence knowledge levels. Continual training and updates in life support protocols at universities and healthcare institutions are key to enhancing physicians' skills and patient outcomes.
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Affiliation(s)
| | - Patricio Naranjo-Lara
- One Health Research Group, Faculty of Medicine, Universidad de las Américas, Quito, Ecuador
| | | | | | - Jackson Jima-Sanmartín
- One Health Research Group, Faculty of Medicine, Universidad de las Américas, Quito, Ecuador
| | | | | | - Nicolás Alegría N
- One Health Research Group, Faculty of Medicine, Universidad de las Américas, Quito, Ecuador
| | | | - Esteban Ortiz-Prado
- One Health Research Group, Faculty of Medicine, Universidad de las Américas, Quito, Ecuador
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11
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George N, Stephens K, Ball E, Crandall C, Ouchi K, Unruh M, Kamdar N, Myaskovsky L. Extracorporeal Membrane Oxygenation for Cardiac Arrest: Does Age Matter? Crit Care Med 2024; 52:20-30. [PMID: 37782526 PMCID: PMC11267242 DOI: 10.1097/ccm.0000000000006039] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/03/2023]
Abstract
OBJECTIVES The impact of age on hospital survival for patients treated with extracorporeal cardiopulmonary resuscitation (ECPR) for cardiac arrest (CA) is unknown. We sought to characterize the association between older age and hospital survival after ECPR, using a large international database. DESIGN Retrospective analysis of the Extracorporeal Life Support Organization registry. PATIENTS Patients 18 years old or older who underwent ECPR for CA between December 1, 2016, and October 31, 2020. MEASUREMENTS AND MAIN RESULTS The primary outcome was adjusted odds ratio (aOR) of death after ECPR, analyzed by age group (18-49, 50-64, 65-74, and > 75 yr). A total of 5,120 patients met inclusion criteria. The median age was 57 years (interquartile range, 46-66 yr). There was a significantly lower aOR of survival for those 65-74 (0.68l 95% CI, 0.57-0.81) or those greater than 75 (0.54; 95% CI, 0.41-0.69), compared with 18-49. Patients 50-64 had a significantly higher aOR of survival compared with those 65-74 and greater than 75; however, there was no difference in survival between the two youngest groups (aOR, 0.91; 95% CI, 0.79-1.05). A sensitivity analysis using alternative age categories (18-64, 65-69, 70-74, and ≥ 75) demonstrated decreased odds of survival for age greater than or equal to 65 compared with patients younger than 65 (for age 65-69: odds ratio [OR], 0.71; 95% CI, 0.59-0.86; for age 70-74: OR, 0.84; 95% CI, 0.67-1.04; and for age ≥ 75: OR, 0.64; 95% CI, 0.50-0.81). CONCLUSIONS This investigation represents the largest analysis of the relationship of older age on ECPR outcomes. We found that the odds of hospital survival for patients with CA treated with ECPR diminishes with increasing age, with significantly decreased odds of survival after age 65, despite controlling for illness severity and comorbidities. However, findings from this observational data have significant limitations and further studies are needed to evaluate these findings prospectively.
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Affiliation(s)
- Naomi George
- Department of Emergency Medicine, Division of Critical Care, University of New Mexico School of Medicine, Albuquerque, NM
| | - Krista Stephens
- Department of Emergency Medicine, University of New Mexico School of Medicine, Albuquerque, NM
| | - Emily Ball
- Department of Emergency Medicine, University of New Mexico School of Medicine, Albuquerque, NM
| | - Cameron Crandall
- Department of Emergency Medicine, University of New Mexico School of Medicine, Albuquerque, NM
| | - Kei Ouchi
- Department of Emergency Medicine, Division of Critical Care, University of New Mexico School of Medicine, Albuquerque, NM
- Department of Emergency Medicine, University of New Mexico School of Medicine, Albuquerque, NM
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA
- Department of Emergecy Medicine, Harvard Medical School, Boston, MA
- Serious Illness Care Program, Ariadne Labs, Boston, MA
- Department of Psychosocial Oncology and Palliative Care, Cancer Institute, Boston, MA
- Sheps Center for Health Services Research, University of North Carolina, Chapel Hill, NC
- Department of Population Health Sciences, Stanford University, Stanford, CA
- Department of Emergency Medicine, Department of Family Medicine, Department of Surgery, Department of Obstetrics and Gynecology, Acute Care Research Unit, Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
- Division of Nephrology, Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM
- Center for Healthcare Equity in Kidney Disease, University of New Mexico School of Medicine, Albuquerque, NM
| | - Mark Unruh
- Department of Psychosocial Oncology and Palliative Care, Cancer Institute, Boston, MA
| | - Neil Kamdar
- Department of Emergency Medicine, Division of Critical Care, University of New Mexico School of Medicine, Albuquerque, NM
- Department of Emergency Medicine, University of New Mexico School of Medicine, Albuquerque, NM
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA
- Department of Emergecy Medicine, Harvard Medical School, Boston, MA
- Serious Illness Care Program, Ariadne Labs, Boston, MA
- Department of Psychosocial Oncology and Palliative Care, Cancer Institute, Boston, MA
- Sheps Center for Health Services Research, University of North Carolina, Chapel Hill, NC
- Department of Population Health Sciences, Stanford University, Stanford, CA
- Department of Emergency Medicine, Department of Family Medicine, Department of Surgery, Department of Obstetrics and Gynecology, Acute Care Research Unit, Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
- Division of Nephrology, Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM
- Center for Healthcare Equity in Kidney Disease, University of New Mexico School of Medicine, Albuquerque, NM
| | - Larissa Myaskovsky
- Division of Nephrology, Department of Internal Medicine, University of New Mexico School of Medicine, Albuquerque, NM
- Center for Healthcare Equity in Kidney Disease, University of New Mexico School of Medicine, Albuquerque, NM
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12
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Morris NA, Couperus C, Jasani G, Day L, Stultz C, Tran QK. Discrepancies between Retrospective Review of "Real-Time" Electronic Health Record Documentation and Prospective Observer Documentation of In-Hospital Cardiac Arrest Quality Metrics in an Academic Cardiac Intensive Care Unit. J Clin Med 2023; 12:7102. [PMID: 38002713 PMCID: PMC10672215 DOI: 10.3390/jcm12227102] [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: 10/04/2023] [Revised: 10/21/2023] [Accepted: 11/10/2023] [Indexed: 11/26/2023] Open
Abstract
BACKGROUND Every year, approximately 200,000 patients will experience in-hospital cardiac arrest (IHCA) in the United States. Survival has been shown to be greatest with the prompt initiation of CPR and early interventions, leading to the development of time-based quality measures. It is uncertain how documentation practices affect reports of compliance with time-based quality measures in IHCA. METHODS A retrospective review of all cases of IHCA that occurred in the Cardiac Intensive Care Unit (CICU) at an academic quaternary hospital was conducted. For each case, a member of the code team (observer) documented performance measures as part of a prospective cardiac arrest quality improvement database. We compared those data to those abstracted in the retrospective review of "real-time" documentation in a Resuscitation Narrator module within electronic health records (EHRs) to investigate for discrepancies. RESULTS We identified 52 cases of IHCA, all of which were witnessed events. In total, 47 (90%) cases were reviewed by observers as receiving epinephrine within 5 min, but only 42 (81%) were documented as such in the EHR review (p = 0.04), meaning that the interrater agreement for this metric was low (Kappa = 0.27, 95% CI 0.16-0.36). Four (27%) eligible patients were reported as having defibrillation within 2 min by observers, compared to five (33%) reported by the EHR review (p = 0.90), and with substantial agreement (Kappa = 0.73, 95% CI 0.66-0.79). There was almost perfect agreement (Kappa = 0.82, 95% CI 0.76-0.88) for the initial rhythm of cardiac arrest (25% shockable rhythm by observers vs. 29% for EHR review, p = 0.31). CONCLUSION There was a discrepancy between prospective observers' documentation of meeting quality standards and that of the retrospective review of "real-time" EHR documentation. A further study is required to understand the cause of discrepancy and its consequences.
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Affiliation(s)
- Nicholas A. Morris
- Department of Neurology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
- Program in Trauma, R Adam Cowley Shock Trauma Center, University of Maryland School of Medicine, Baltimore, MD 21201, USA;
- Division of Neurocritical Care and Emergency Neurology, University of Maryland Medical Center, Baltimore, MD 21201, USA
| | - Cody Couperus
- Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (C.C.); (G.J.); (L.D.)
| | - Gregory Jasani
- Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (C.C.); (G.J.); (L.D.)
| | - Lauren Day
- Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (C.C.); (G.J.); (L.D.)
| | - Christa Stultz
- Department of Cardiovascular Medicine, University of Maryland Medical Center, Baltimore, MD 21201, USA;
| | - Quincy K. Tran
- Program in Trauma, R Adam Cowley Shock Trauma Center, University of Maryland School of Medicine, Baltimore, MD 21201, USA;
- Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD 21201, USA; (C.C.); (G.J.); (L.D.)
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13
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Akatsuka M, Tatsumi H, Masuda Y. Clinical features and outcomes of in-hospital cardiac arrest in code blue events: a retrospective observational study. Front Cardiovasc Med 2023; 10:1247340. [PMID: 38028464 PMCID: PMC10658708 DOI: 10.3389/fcvm.2023.1247340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 10/18/2023] [Indexed: 12/01/2023] Open
Abstract
Background In-hospital cardiac arrest (IHCA) is a critical medical event with outcomes less researched compared to out-of-hospital cardiac arrest. This retrospective observational study aimed to investigate key aspects of IHCA epidemiology and prognosis in patients with Code Blue activation. Methods This retrospective observational study enrolled patients with Code Blue events in our hospital between January 2010 and October 2019. Participant characteristics, including age and sex, and IHCA characteristics, including the time of cardiac arrest, witnessed event, bystander cardiopulmonary resuscitation (CPR), initial shockable rhythm, vital signs at 1 and 6 h before IHCA, survival to hospital discharge (SHD), and the cardiac arrest survival postresuscitation in-hospital (CASPRI) score were included in univariate and multivariate logistic regression analyses with SHD as the primary endpoint. Results From the 293 Code Blue events that were activated during the study period, 81 participants were enrolled. Overall, the SHD rate was 28.4%, the median CPR duration was 14 (interquartile range, 6-28) min, and the rate of initial shockable rhythm was 19.8%. There were significant intergroup differences between the SHD and non-SHD groups in the CPR duration, shockable rhythm, and CASPRI score on univariate logistic regression analysis. Multivariate logistic regression analysis showed that the CASPRI score was the most accurate predictive factor for SHD (OR = 0.98, p = 0.006). Conclusions The CASPRI score is associated with SHD in patients with IHCA during Code Blue events. Therefore, the CASPRI score of IHCA patients potentially constitutes a simple, useful adjunctive tool for the management of post-cardiac arrest syndrome.
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Affiliation(s)
- Masayuki Akatsuka
- Department of Intensive Care Medicine, School of Medicine, Sapporo Medical University, Sapporo, Japan
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14
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Verghese D, Bhat AG, Patlolla SH, Naidu SS, Basir MB, Cubeddu RJ, Navas V, Zhao DX, Vallabhajosyula S. Outcomes in non-ST-segment elevation myocardial infarction complicated by in-hospital cardiac arrest based on management strategy. Indian Heart J 2023; 75:443-450. [PMID: 37863393 PMCID: PMC10774581 DOI: 10.1016/j.ihj.2023.10.004] [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: 01/05/2023] [Revised: 02/19/2023] [Accepted: 10/16/2023] [Indexed: 10/22/2023] Open
Abstract
BACKGROUND There are limited data on in-hospital cardiac arrest (IHCA) complicating non-ST-segment-elevation myocardial infarction (NSTEMI) based on management strategy. METHODS We used National Inpatient Sample (2000-2017) to identify adults with NSTEMI (not undergoing coronary artery bypass grafting) and concomitant IHCA. The cohort was stratified based on use of early (hospital day 0) or delayed (≥hospital day 1) coronary angiography (CAG), percutaneous coronary intervention (PCI), and medical management. Outcomes included incidence of IHCA, in-hospital mortality, adverse events, length of stay, and hospitalization costs. RESULTS Of 6,583,662 NSTEMI admissions, 375,873 (5.7 %) underwent early CAG, 1,133,143 (17.2 %) received delayed CAG, 2,326,391 (35.3 %) underwent PCI, and 2,748,255 (41.7 %) admissions were managed medically. The medical management cohort was older, predominantly female, and with higher comorbidities. Overall, 63,085 (1.0 %) admissions had IHCA, and incidence of IHCA was highest in the medical management group (1.4 % vs 1.1 % vs 0.7 % vs 0.6 %, p < 0.001) compared to early CAG, delayed CAG and PCI groups, respectively. In adjusted analysis, early CAG (adjusted OR [aOR] 0.67 [95 % confidence interval {CI} 0.65-0.69]; p < 0.001), delayed CAG (aOR 0.49 [95 % CI 0.48-0.50]; p < 0.001), and PCI (aOR 0.42 [95 % CI 0.41-0.43]; p < 0.001) were associated with lower incidence of IHCA compared to medical management. Compared to medical management, early CAG (adjusted OR 0.53, CI: 0.49-0.58), delayed CAG (adjusted OR 0.34, CI: 0.32-0.36) and PCI (adjusted OR 0.19, CI: 0.18-0.20) were associated with lower in-hospital mortality (all p < 0.001). CONCLUSION Early CAG and PCI in NSTEMI was associated with lower incidence of IHCA and lower mortality among NSTEMI-IHCA admissions.
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Affiliation(s)
- Dhiran Verghese
- Division of Cardiovascular Medicine, Department of Medicine, Naples Heart Institute, Naples, FL, USA
| | - Anusha G Bhat
- Division of Cardiovascular Medicine, Department of Medicine, University of Maryland, Baltimore, MD, USA
| | | | - Srihari S Naidu
- Division of Cardiovascular Medicine, Westchester Medical Center/New York Medical College, Valhalla, NY, USA
| | - Mir B Basir
- Division of Cardiovascular Medicine, Henry Ford Health System, Detroit, MI, USA
| | - Robert J Cubeddu
- Division of Cardiovascular Medicine, Department of Medicine, Naples Heart Institute, Naples, FL, USA
| | - Viviana Navas
- Division of Cardiovascular Medicine, Department of Medicine, Naples Heart Institute, Naples, FL, USA
| | - David X Zhao
- Section of Cardiovascular Medicine, Department of Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Saraschandra Vallabhajosyula
- Section of Cardiovascular Medicine, Department of Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA.
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15
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Cashen K, Sutton RM, Reeder RW, Ahmed T, Bell MJ, Berg RA, Bishop R, Bochkoris M, Burns C, Carcillo JA, Carpenter TC, Wesley Diddle J, Federman M, Fink EL, Franzon D, Frazier AH, Friess SH, Graham K, Hall M, Hehir DA, Horvat CM, Huard LL, Maa T, Manga A, McQuillen PS, Morgan RW, Mourani PM, Nadkarni VM, Naim MY, Notterman D, Palmer CA, Pollack MM, Sapru A, Schneiter C, Sharron MP, Srivastava N, Viteri S, Wolfe HA, Yates AR, Zuppa AF, Meert KL. Association of CPR simulation program characteristics with simulated and actual performance during paediatric in-hospital cardiac arrest. Resuscitation 2023; 191:109939. [PMID: 37625580 PMCID: PMC10528057 DOI: 10.1016/j.resuscitation.2023.109939] [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: 07/03/2023] [Revised: 08/10/2023] [Accepted: 08/14/2023] [Indexed: 08/27/2023]
Abstract
AIM To evaluate associations between characteristics of simulated point-of-care cardiopulmonary resuscitation (CPR) training with simulated and actual intensive care unit (ICU) CPR performance, and with outcomes of children after in-hospital cardiac arrest. METHODS This is a pre-specified secondary analysis of the ICU-RESUScitation Project; a prospective, multicentre cluster randomized interventional trial conducted in 18 ICUs from October 2016-March 2021. Point-of-care bedside simulations with real-time feedback to allow multidisciplinary ICU staff to practice CPR on a portable manikin were performed and quality metrics (rate, depth, release velocity, chest compression fraction) were recorded. Actual CPR performance was recorded for children 37 weeks post-conceptual age to 18 years who received chest compressions of any duration, and included intra-arrest haemodynamics and CPR mechanics. Outcomes included survival to hospital discharge with favourable neurologic status. RESULTS Overall, 18,912 point-of-care simulations were included. Simulation characteristics associated with both simulation and actual performance included site, participant discipline, and timing of simulation training. Simulation characteristics were not associated with survival with favourable neurologic outcome. However, participants in the top 3 sites for improvement in survival with favourable neurologic outcome were more likely to have participated in a simulation in the past month, on a weekday day, to be nurses, and to achieve targeted depth of compression and chest compression fraction goals during simulations than the bottom 3 sites. CONCLUSIONS Point-of-care simulation characteristics were associated with both simulated and actual CPR performance. More recent simulation, increased nursing participation, and simulation training during daytime hours may improve CPR performance.
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Affiliation(s)
- Katherine Cashen
- Department of Pediatrics, Duke Children's Hospital, Duke University, 2301 Erwin Road, Durham, NC 27710, USA
| | - Robert M Sutton
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Ron W Reeder
- Department of Pediatrics, University of Utah, 295 Chipeta Way, P.O. Box 581289, Salt Lake City, UT 84158, USA
| | - Tageldin Ahmed
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, 3901 Beaubien Blvd, Detroit, MI 48201, USA
| | - Michael J Bell
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Robert A Berg
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Robert Bishop
- Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, 13121 East 17th Ave, Aurora, CO 80045, USA
| | - Matthew Bochkoris
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, One Children's Hospital Drive, 4401 Penn Ave, Pittsburgh, PA 15224, USA
| | - Candice Burns
- Department of Pediatrics and Human Development, Michigan State University, 100 Michigan St, NE, Grand Rapids, MI 49503, USA
| | - Joseph A Carcillo
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, One Children's Hospital Drive, 4401 Penn Ave, Pittsburgh, PA 15224, USA
| | - Todd C Carpenter
- Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, 13121 East 17th Ave, Aurora, CO 80045, USA
| | - J Wesley Diddle
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Myke Federman
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Ericka L Fink
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, One Children's Hospital Drive, 4401 Penn Ave, Pittsburgh, PA 15224, USA
| | - Deborah Franzon
- Department of Pediatrics, Benioff Children's Hospital, University of California-San Francisco, 1845 Fourth Street, San Francisco, CA 94158, USA
| | - Aisha H Frazier
- Nemours/Alfred I. duPont Hospital for Children, 1600 Rockland Rd, Wilmington, DE 19803, USA; Department of Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, 1025 Walnut Street, Philadelphia, PA 19107, USA
| | - Stuart H Friess
- Department of Pediatrics, St. Louis Children's Hospital, Washington University School of Medicine, One Children's Place, St. Louis, MO 63110, USA
| | - Kathryn Graham
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Mark Hall
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH 43205, USA
| | - David A Hehir
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Christopher M Horvat
- Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh, One Children's Hospital Drive, 4401 Penn Ave, Pittsburgh, PA 15224, USA
| | - Leanna L Huard
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Tensing Maa
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH 43205, USA
| | - Arushi Manga
- Department of Pediatrics, St. Louis Children's Hospital, Washington University School of Medicine, One Children's Place, St. Louis, MO 63110, USA
| | - Patrick S McQuillen
- Department of Pediatrics, Benioff Children's Hospital, University of California-San Francisco, 1845 Fourth Street, San Francisco, CA 94158, USA
| | - Ryan W Morgan
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Peter M Mourani
- Department of Pediatrics, Arkansas Children's Hospital, University of Arkansas for Medical Sciences, 1 Children's Way, Little Rock, AR 72202, USA
| | - Vinay M Nadkarni
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Maryam Y Naim
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Daniel Notterman
- Department of Molecular Biology, Princeton University, 119 Lewis Thomas Laboratory, Washington Road, Princeton, NJ 08544, USA
| | - Chella A Palmer
- Department of Pediatrics, University of Utah, 295 Chipeta Way, P.O. Box 581289, Salt Lake City, UT 84158, USA
| | - Murray M Pollack
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Anil Sapru
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Carleen Schneiter
- Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, 13121 East 17th Ave, Aurora, CO 80045, USA
| | - Matthew P Sharron
- Department of Pediatrics, Children's National Hospital, George Washington University School of Medicine, 111 Michigan Ave, NW, Washington, DC 20010, USA
| | - Neeraj Srivastava
- Department of Pediatrics, Mattel Children's Hospital, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095, USA
| | - Shirley Viteri
- Nemours/Alfred I. duPont Hospital for Children, 1600 Rockland Rd, Wilmington, DE 19803, USA; Department of Pediatrics, Sidney Kimmel Medical College, Thomas Jefferson University, 1025 Walnut Street, Philadelphia, PA 19107, USA
| | - Heather A Wolfe
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Andrew R Yates
- Department of Pediatrics, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH 43205, USA
| | - Athena F Zuppa
- Department of Anaesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, University of Pennsylvania, 34th Street and Civic Centre Blvd, Philadelphia, PA 19104, USA
| | - Kathleen L Meert
- Department of Pediatrics, Children's Hospital of Michigan, Central Michigan University, 3901 Beaubien Blvd, Detroit, MI 48201, USA.
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16
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Tiba MH, Nakashima T, McCracken BM, Hsu CH, Gottula AL, Greer NL, Cramer TA, Sutton NR, Ward KR, Neumar RW. Haemodynamic impact of aortic balloon occlusion combined with percutaneous left ventricular assist device during cardiopulmonary resuscitation in a swine model of cardiac arrest. Resuscitation 2023; 189:109885. [PMID: 37385400 DOI: 10.1016/j.resuscitation.2023.109885] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 05/19/2023] [Accepted: 06/12/2023] [Indexed: 07/01/2023]
Abstract
AIM To investigate the effect of tandem use of transient balloon occlusion of the descending aorta (AO) and percutaneous left ventricular assist device (pl-VAD) during cardiopulmonary resuscitation in a large animal model of prolonged cardiac arrest. METHODS Ventricular fibrillation was induced and left untreated for 8 minutes followed by 16 minutes of mechanical CPR (mCPR) in 24 swine, under general anesthesia. Animals were randomized to 3 treatment groups (n = 8 per group): A) pL-VAD (Impella CP®) B) pL-VAD+AO, and C) AO. Impella CP® and the aortic balloon catheter were inserted via the femoral arteries. mCPR was continued during treatment. Defibrillation was attempted 3 times starting at minute 28 and then every 4 minutes. Haemodynamic, cardiac function and blood gas measurements were recorded for up to 4 hours. RESULTS Coronary perfusion pressure (CoPP) in the pL-VAD+AO Group increased by a mean (SD) of 29.2(13.94) mmHg compared to an increase of 7.1(12.08) and 7.1(5.95) mmHg for groups pL-VAD and AO respectively (p = 0.02). Similarly, cerebral perfusion pressure (CePP) in pL-VAD+AO increased by a mean (SD) of 23.6 (6.11), mmHg compared with 0.97 (9.07) and 6.9 (7.98) mmHg for the other two groups (p < 0.001). The rate of return of spontaneous heartbeat (ROSHB) was 87.5%, 75%, and 100% for pL-VAD+AO, pL-VAD, and AO. CONCLUSION Combined AO and pL-VAD improved CPR hemodynamics compared to either intervention alone in this swine model of prolonged cardiac arrest.
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Affiliation(s)
- Mohamad Hakam Tiba
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, United States; The Max Harry Weil Institute for Critical Care Research and Innovation, University of Michigan, Ann Arbor, MI, United States.
| | - Takahiro Nakashima
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, United States; The Max Harry Weil Institute for Critical Care Research and Innovation, University of Michigan, Ann Arbor, MI, United States.
| | - Brendan M McCracken
- Department of Radiology, University of Michigan, Ann Arbor, MI, United States.
| | - Cindy H Hsu
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, United States; The Max Harry Weil Institute for Critical Care Research and Innovation, University of Michigan, Ann Arbor, MI, United States.
| | - Adam L Gottula
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, United States; The Max Harry Weil Institute for Critical Care Research and Innovation, University of Michigan, Ann Arbor, MI, United States.
| | - Nicholas L Greer
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, United States; The Max Harry Weil Institute for Critical Care Research and Innovation, University of Michigan, Ann Arbor, MI, United States.
| | - Traci A Cramer
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, United States; The Max Harry Weil Institute for Critical Care Research and Innovation, University of Michigan, Ann Arbor, MI, United States.
| | - Nadia R Sutton
- Department of Internal Medicine, Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN, United States.
| | - Kevin R Ward
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, United States; The Max Harry Weil Institute for Critical Care Research and Innovation, University of Michigan, Ann Arbor, MI, United States; Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States.
| | - Robert W Neumar
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, United States; The Max Harry Weil Institute for Critical Care Research and Innovation, University of Michigan, Ann Arbor, MI, United States.
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17
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Coute RA, Nathanson BH, Kurz MC, Mader TJ, Jackson EA. Disability-Adjusted Life-Years After Adult In-Hospital Cardiac Arrest in the United States. Am J Cardiol 2023; 195:3-8. [PMID: 36989605 DOI: 10.1016/j.amjcard.2023.02.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 02/14/2023] [Accepted: 02/28/2023] [Indexed: 03/31/2023]
Abstract
We sought to estimate disability-adjusted life-years (DALYs) because of adult in-hospital cardiac arrest (IHCA) and to compare IHCA DALY to other leading causes of death and disability in the United States. DALY were calculated as the sum of years of life lost and years lived with disability. The years of life lost were calculated using all adult IHCA with complete data from the American Heart Association Get With The Guidelines-Resuscitation database for 2015 to 2019. Cerebral performance category scores and published disability weights were used to estimate the years lived with disability for survivors. The cohort's DALY were extrapolated to a national level to estimate the total United States DALY and were compared with a published ranking of the leading causes of DALY in the United States for 2018. Data were reported as DALY total and rate per 100,000. A total of 99,897 IHCA were included from 329 hospitals. The total IHCA DALY increased from 2,208,310 in 2015 to 2,225,722 in 2019. A modest decrease in the DALY rate was observed from 689 per 100,000 in 2015 to 678 per 100,000 in 2019. In 2018, the rate of IHCA DALY were 728 per 100,000, which represented the 11th leading cause of DALY. When combined with out-of-hospital cardiac arrest (1,322 per 100,000), sudden cardiac arrest (2,050 per 100,000) was found the be the 2nd leading cause of DALY after ischemic heart disease (2,681 per 100,000) in 2018. In conclusion, adult IHCA is a leading cause of DALY in the United States and has increased over time because of the expansion of the Get With The Guidelines-Resuscitation database.
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Affiliation(s)
- Ryan A Coute
- Department of Emergency Medicine, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, Alabama.
| | | | - Michael C Kurz
- Department of Emergency Medicine, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, Alabama; Center for Injury Science, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, Alabama
| | - Timothy J Mader
- Department of Emergency Medicine, UMass Chan Medical School-Baystate, Springfield, Massachusetts
| | - Elizabeth A Jackson
- Division of Cardiovascular Disease, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, Alabama
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18
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Abstract
BACKGROUND Patients and their relatives often expect to be actively involved in decisions of treatment. Even during resuscitation and acute medical care, patients may want to have their relatives nearby, and relatives may want to be present if offered the possibility. The principle of family presence during resuscitation (FPDR) is a triangular relationship where the intervention of family presence affects the healthcare professionals, the relatives present, and the care of the patient involved. All needs and well-being must be balanced in the context of FPDR as the actions involving all three groups can impact the others. OBJECTIVES The primary aim of this review was to investigate how offering relatives the option to be present during resuscitation of patients affects the occurrence of post-traumatic stress disorder (PTSD)-related symptoms in the relatives. The secondary aim was to investigate how offering relatives the option to be present during resuscitation of patients affects the occurrence of other psychological outcomes in the relatives and what effect family presence compared to no family presence during resuscitation of patients has on patient morbidity and mortality. We also wanted to investigate the effect of FPDR on medical treatment and care during resuscitation. Furthermore, we wanted to investigate and report the personal stress seen in healthcare professionals and if possible describe their attitudes toward the FPDR initiative. SEARCH METHODS We searched CENTRAL, MEDLINE, Embase, PsycINFO, and CINAHL from inception to 22 March 2022 without any language limits. We also checked references and citations of eligible studies using Scopus, and searched for relevant systematic reviews using Epistomonikos. Furthermore, we searched ClinicalTrials.gov, WHO ICTRP, and ISRCTN registry for ongoing trials; OpenGrey for grey literature; and Google Scholar for additional trials (all on 22 March 2022). SELECTION CRITERIA We included randomized controlled trials of adults who have witnessed a resuscitation attempt of a patient (who was their relative) at the emergency department or in the pre-hospital emergency medical service. The participants of this review included relatives, patients, and healthcare professionals during resuscitation. We included relatives aged 18 years or older who have witnessed a resuscitation attempt of a patient (who is their relative) in the emergency department or pre-hospital. We defined relatives as siblings, parents, spouses, children, or close friends of the patient, or any other descriptions used by the study authors. There were no limitations on adult age or gender. We defined patient as a patient with cardiac arrest in need of cardiopulmonary resuscitation (CPR), a patient with a critical medical or traumatic life-threatening condition, an unconscious patient, or a patient in any other way at risk of sudden death. We included all types of healthcare professionals as described in the included studies. There were no limitations on age or gender. DATA COLLECTION AND ANALYSIS We checked titles and abstracts of studies identified by the search, and obtained the full reports of those studies deemed potentially relevant. Two review authors independently extracted data. As it was not possible to conduct meta-analyses, we synthesized data narratively. MAIN RESULTS The electronic searches yielded a total of 7292 records after deduplication. We included 2 trials (3 papers) involving a total of 595 participants: a cluster-randomized trial from 2013 involving pre-hospital emergency medical services units in France, comparing systematic offer for a relative to witness CPR with the traditional practice, and its 1-year assessment; and a small pilot study from 1998 of FPDR in an emergency department in the UK. Participants were 19 to 78 years old, and between 56% and 64% were women. PTSD was measured with the Impact of Event Scale, and the median score ranged from 0 to 21 (range 0 to 75; higher scores correspond to more severe disease). In the trial that accounted for most of the included participants (570/595), the frequency of PTSD-related symptoms was significantly higher in the control group after 3 and 12 months, and in the per-protocol analyses a significant statistical difference was found in favor of FPDR when looking at PTSD, anxiety and depression, and complicated grief after 1 year. One of the included studies also measured duration of patient resuscitation and personal stress in healthcare professionals during FPDR and found no difference between groups. Both studies had high risk of bias, and the evidence for all outcomes except one was assessed as very low certainty. AUTHORS' CONCLUSIONS There was insufficient evidence to draw any firm conclusions on the effects of FPDR on relatives' psychological outcomes. Sufficiently powered and well-designed randomized controlled trials may change the conclusions of the review in future.
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Affiliation(s)
- Monika Afzali Rubin
- Department of Anaesthesiology and Herlev ACES, Herlev Anaesthesia Critical and Emergency Care Science Unit, Copenhagen University Hospital, Herlev-Gentofte, Copenhagen, Denmark
| | | | - Suzanne Forsyth Herling
- The Neuroscience Centre, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
- University of Copenhagen, Copenhagen, Denmark
| | - Patricia Jabre
- Assistance Publique-Hôpitaux de Paris (AP-HP), SAMU (Service d'Aide Médicale Urgente) de Paris, Hôpital Universitaire Necker-Enfants Malades, Paris, France
- Cochrane Pre-hospital and Emergency Care Field, Paris, France
- Université Paris Cité, Paris Cardiovascular Research Centre (PARCC), INSERM, Integrative Epidemiology of Cardiovascular Diseases Team, Paris, France
| | - Ann Merete Møller
- Department of Anaesthesiology and Herlev ACES, Herlev Anaesthesia Critical and Emergency Care Science Unit, Copenhagen University Hospital, Herlev-Gentofte, Copenhagen, Denmark
- University of Copenhagen, Copenhagen, Denmark
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19
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Jones BA, Thornton MA, Heid CA, Burke KL, Scrushy MG, Abdelfattah KR, Wolf SE, Khoury MK. Survival after multiple episodes of cardiac arrest. Heart Lung 2023; 58:98-103. [PMID: 36446264 DOI: 10.1016/j.hrtlng.2022.11.011] [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: 06/13/2022] [Revised: 11/18/2022] [Accepted: 11/22/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Cardiopulmonary resuscitation (CPR) is widely used in response to cardiac arrest. However, little is known regarding outcomes for those who undergo multiple episodes of cardiac arrest while in the hospital. OBJECTIVES The purpose of this study was to evaluate the association of multiple cardiac events with in-hospital mortality for patients admitted to our tertiary care hospital who underwent multiple code events. METHODS We performed a retrospective cohort study on all patients who underwent cardiac arrest from 2012 to 2016. Primary outcome was survival to discharge. Secondary outcomes included post-cardiac-arrest neurologic events (PCANE), non-home discharge, and one-year mortality. RESULTS There were 622 patients with an overall mortality rate of 78.0%. Patients undergoing CPR for cardiac arrest once during their admission had lower in-hospital mortality rates compared to those that had multiple (68.9% versus 91.3%, p<.01). Subset analysis of those who had multiple episodes of CPR revealed that more than one event within a 24-hour period led to significantly higher in-hospital mortality rates (94.7% versus 74.4%, p<.01). Other variables associated with in-hospital mortality included body mass index, female sex, malignancy, and increased down time per code. Patients that had a non-home discharge were more likely to have sustained a PCANE than those that were discharged home (31.4% versus 3.9%, p<.01). A non-home discharge was associated with higher one-year mortality rates compared to a home discharge (78.4% versus 54.3%, p=.01). CONCLUSION Multiple codes within a 24-hour period and the average time per code were associated with in-hospital mortality in cardiac arrest patients.
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Affiliation(s)
- Bayley A Jones
- University of Texas, Southwestern Medical Center; Department of Surgery; Division of Trauma and Acute Care Surgery; Dallas, TX
| | - Micah A Thornton
- Southern Methodist University, Department of Statistical Science; Dallas, TX
| | - Christopher A Heid
- University of Texas, Southwestern; Department of Cardiothoracic Surgery; Division of Cardiac Surgery; Dallas, TX
| | - Kristen L Burke
- University of Texas, Southwestern Medical Center; Department of Surgery; Division of Trauma and Acute Care Surgery; Dallas, TX
| | - Marinda G Scrushy
- University of Texas, Southwestern Medical Center; Department of Surgery; Division of Trauma and Acute Care Surgery; Dallas, TX
| | - Kareem R Abdelfattah
- University of Texas, Southwestern Medical Center; Department of Surgery; Division of Trauma and Acute Care Surgery; Dallas, TX
| | - Steven E Wolf
- University of Texas Medical Branch, Galveston; Department of Surgery; Division of Trauma and Acute Care Surgery; Galveston, TX
| | - Mitri K Khoury
- University of Texas, Southwestern Medical Center; Department of Surgery; Division of Trauma and Acute Care Surgery; Dallas, TX; Massachusetts General Hospital; Department of Surgery; Division of Vascular and Endovascular Surgery; Boston, MA.
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20
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Loftus TJ, Ruppert MM, Ozrazgat-Baslanti T, Balch JA, Shickel B, Hu D, Efron PA, Tighe PJ, Hogan WR, Rashidi P, Upchurch GR, Bihorac A. Postoperative Overtriage to an Intensive Care Unit Is Associated With Low Value of Care. Ann Surg 2023; 277:179-185. [PMID: 35797553 PMCID: PMC9817331 DOI: 10.1097/sla.0000000000005460] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
OBJECTIVE We test the hypothesis that for low-acuity surgical patients, postoperative intensive care unit (ICU) admission is associated with lower value of care compared with ward admission. BACKGROUND Overtriaging low-acuity patients to ICU consumes valuable resources and may not confer better patient outcomes. Associations among postoperative overtriage, patient outcomes, costs, and value of care have not been previously reported. METHODS In this longitudinal cohort study, postoperative ICU admissions were classified as overtriaged or appropriately triaged according to machine learning-based patient acuity assessments and requirements for immediate postoperative mechanical ventilation or vasopressor support. The nearest neighbors algorithm identified risk-matched control ward admissions. The primary outcome was value of care, calculated as inverse observed-to-expected mortality ratios divided by total costs. RESULTS Acuity assessments had an area under the receiver operating characteristic curve of 0.92 in generating predictions for triage classifications. Of 8592 postoperative ICU admissions, 423 (4.9%) were overtriaged. These were matched with 2155 control ward admissions with similar comorbidities, incidence of emergent surgery, immediate postoperative vital signs, and do not resuscitate order placement and rescindment patterns. Compared with controls, overtraiged admissions did not have a lower incidence of any measured complications. Total costs for admission were $16.4K for overtriage and $15.9K for controls ( P =0.03). Value of care was lower for overtriaged admissions [2.9 (2.0-4.0)] compared with controls [24.2 (14.1-34.5), P <0.001]. CONCLUSIONS Low-acuity postoperative patients who were overtriaged to ICUs had increased total costs, no improvements in outcomes, and received low-value care.
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Affiliation(s)
- Tyler J. Loftus
- Department of Surgery, University of Florida Health,
Gainesville, FL, USA
- Precision and Intelligent Systems in Medicine
(Prisma), University of Florida, Gainesville, FL, USA
| | - Matthew M. Ruppert
- Department of Medicine, University of Florida Health,
Gainesville, FL, USA
- Precision and Intelligent Systems in Medicine
(Prisma), University of Florida, Gainesville, FL, USA
| | - Tezcan Ozrazgat-Baslanti
- Department of Medicine, University of Florida Health,
Gainesville, FL, USA
- Precision and Intelligent Systems in Medicine
(Prisma), University of Florida, Gainesville, FL, USA
| | - Jeremy A. Balch
- Department of Surgery, University of Florida Health,
Gainesville, FL, USA
| | - Benjamin Shickel
- Department of Biomedical Engineering, University of
Florida, Gainesville, FL, USA
| | - Die Hu
- Department of Surgery, University of Florida Health,
Gainesville, FL, USA
- Precision and Intelligent Systems in Medicine
(Prisma), University of Florida, Gainesville, FL, USA
| | - Philip A. Efron
- Department of Surgery, University of Florida Health,
Gainesville, FL, USA
| | - Patrick J. Tighe
- Departments of Anesthesiology, Orthopedics, and Information
Systems/Operations Management, University of Florida Health, Gainesville, FL,
USA
| | - William R. Hogan
- Department of Health Outcomes & Biomedical Informatics,
College of Medicine, University of Florida, Gainesville, FL, USA
| | - Parisa Rashidi
- Departments of Biomedical Engineering, Computer and
Information Science and Engineering, and Electrical and Computer Engineering,
University of Florida, Gainesville, Florida, USA
- Precision and Intelligent Systems in Medicine
(Prisma), University of Florida, Gainesville, FL, USA
| | | | - Azra Bihorac
- Department of Surgery, University of Florida Health,
Gainesville, FL, USA
- Department of Medicine, University of Florida Health,
Gainesville, FL, USA
- Precision and Intelligent Systems in Medicine
(Prisma), University of Florida, Gainesville, FL, USA
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21
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Impact of Hospital Safety-Net Burden on Outcomes of In-Hospital Cardiac Arrest in the United States. Crit Care Explor 2023; 5:e0838. [PMID: 36699243 PMCID: PMC9831170 DOI: 10.1097/cce.0000000000000838] [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] [Indexed: 01/27/2023] Open
Abstract
High safety-net burden hospitals (HBHs) treating large numbers of uninsured or Medicaid-insured patients have generally been linked to worse clinical outcomes. However, limited data exist on the impact of the hospitals' safety-net burden on in-hospital cardiac arrest (IHCA) outcomes in the United States. OBJECTIVES To compare the differences in survival to discharge, routine discharge home, and healthcare resource utilization between patients at HBH with those treated at low safety-net burden hospital (LBH). DESIGN SETTING AND PARTICIPANTS Retrospective cohort study across hospitals in the United States: Hospitalized patients greater than or equal to 18 years that underwent cardiopulmonary resuscitation (CPR) between 2008 and 2018 identified from the Nationwide Inpatient Database. Data analysis was conducted in January 2022. EXPOSURE IHCA. MAIN OUTCOMES AND MEASURES The primary outcome is survival to hospital discharge. Other outcomes are routine discharge home among survivors, length of hospital stay, and total hospitalization cost. RESULTS From 2008 to 2018, an estimated 555,016 patients were hospitalized with IHCA, of which 19.2% occurred at LBH and 55.2% at HBH. Compared with LBH, patients at HBH were younger (62 ± 20 yr vs 67 ± 17 yr) and predominantly in the lowest median household income (< 25th percentile). In multivariate analysis, HBH was associated with lower chances of survival to hospital discharge (adjusted odds ratio [aOR], 0.88; 95% CI, 0.85-0.96) and lower odds of routine discharge (aOR, 0.6; 95% CI, 0.47-0.75), compared with LBH. In addition, IHCA patients at publicly owned hospitals and those with medium and large hospital bed size were less likely to survive to hospital discharge, while patients with median household income greater than 25th percentile had better odds of hospital survival. CONCLUSIONS AND RELEVANCE Our study suggests that patients who experience IHCA at HBH may have lower rates and odds of in-hospital survival and are less likely to be routinely discharged home after CPR. Median household income and hospital-level characteristics appear to contribute to survival.
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22
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He L, Zhao X, Li J, Yang C. Post-weaning diarrhea and use of feedstuffs in pigs. Anim Front 2022; 12:41-52. [PMID: 36530506 PMCID: PMC9749819 DOI: 10.1093/af/vfac079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Affiliation(s)
- Liuqin He
- Hunan Provincial Key Laboratory of Animal Intestinal Function and Regulation, Hunan International Joint Laboratory of Animal Intestinal Ecology and Health, College of Life Sciences, Hunan Normal University, Changsha 410081, China
| | - Xiaoya Zhao
- College of Animal Science, South China Agricultural University, Tianhe District, Guangzhou 510642, China
| | - Jianzhong Li
- Hunan Provincial Key Laboratory of Animal Intestinal Function and Regulation, Hunan International Joint Laboratory of Animal Intestinal Ecology and Health, College of Life Sciences, Hunan Normal University, Changsha 410081, China
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23
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Li Y, Lighthall GK. Variations in Code Team Composition During Different Times of Day and Week and by Level of Hospital Complexity. Jt Comm J Qual Patient Saf 2022; 48:564-571. [PMID: 36155176 DOI: 10.1016/j.jcjq.2022.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 07/23/2022] [Accepted: 07/25/2022] [Indexed: 12/30/2022]
Abstract
BACKGROUND Previous data demonstrated lower survival rates of in-hospital cardiac arrests during nights and weekends compared to weekday daytime. This study aimed to evaluate variations of personnel attending to codes based on day/night/weekend conditions within the US Veterans Affairs (VA) system, as well as variations of personnel responsible for intubations during codes. METHODS Hospital leaders were surveyed regarding code team membership, leadership, and intubations during four time periods (weekday daytime, weekday nighttime, weekend daytime, and weekend nighttime). RESULTS Surveys were completed for 93 of 123 eligible VA hospitals (response rate of 75.6%). Code teams were significantly smaller during "off-hours." Membership in code teams during regular vs. off-hours was significantly greater for ICU physicians (44.1% vs. 7.5%-15.0%, p < 0.001), anesthesiologists (34.4% vs. 12.9%, p < 0.001), and pharmacists (46.2% vs. 23.7%-26.9%, p < 0.01). Significant differences were found for codes led by ICU attendings (20.4% vs. 5.4%-7.5%, p < 0.05) and intubations performed by ICU attendings (21.5% vs. 6.5%-10.8%, p < 0.05). ICU-based physicians were team leaders more often in high-complexity hospitals (19.7%-50.0% vs. 0%-14.8%), while hospitalists led the majority in the low-complexity hospitals (28.8%-39.4% vs. 63.0%-70.4%). ICU physicians had significantly less involvement in code intubations in low-complexity hospitals (6.1%-22.7% vs. 3.7%-18.5%), while respiratory therapists took on most of this responsibility in low-complexity hospitals and particularly at night. CONCLUSION This study found significant differences in code team composition, leadership, and intubation responsibilities between regular and off-hours. Low-complexity hospitals, which are generally rural, had team compositions and responsibilities that were visibly different from higher-complexity hospitals.
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24
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Lüsebrink E, Binzenhöfer L, Kellnar A, Scherer C, Schier J, Kleeberger J, Stocker TJ, Peterss S, Hagl C, Stark K, Petzold T, Fichtner S, Braun D, Kääb S, Brunner S, Theiss H, Hausleiter J, Massberg S, Orban M. Targeted Temperature Management in Postresuscitation Care After Incorporating Results of the TTM2 Trial. J Am Heart Assoc 2022; 11:e026539. [DOI: 10.1161/jaha.122.026539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Cardiac arrest still accounts for a substantial proportion of cardiovascular related deaths and is associated with a tremendous risk of neurological injury and, among the few survivors, poor quality of life. Critical determinants of survival and long‐term functional status after cardiac arrest are timely initiation of cardiopulmonary resuscitation and use of an external defibrillator for patients with a shockable rhythm. Outcomes are still far from satisfactory, despite ongoing efforts to improve cardiac arrest response systems, as well as elaborate postresuscitation algorithms. Targeted temperature management at the wide range between 32 °C and 36 °C has been one of the main therapeutic strategies to improve neurological outcome in postresuscitation care. This recommendation has been mainly based on 2 small randomized trials that were published 20 years ago. Most recent data derived from the TTM2 (Targeted Hypothermia Versus Targeted Normothermia After Out‐of‐Hospital Cardiac Arrest) trial, which included 1861 patients, challenge this strategy. It showed no benefit of targeted hypothermia at 33 °C over normothermia at 36 °C to 37.5 °C with fever prevention. Because temperature management at lower temperatures also correlated with an increased risk of side effects without any benefit in the TTM2 trial, a modification of the guidelines with harmonizing temperature management to normothermia might be necessary.
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Affiliation(s)
- Enzo Lüsebrink
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Leonhard Binzenhöfer
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Antonia Kellnar
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Clemens Scherer
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Johannes Schier
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Jan Kleeberger
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Thomas J. Stocker
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Sven Peterss
- Herzchirurgische Klinik und Poliklinik Klinikum der Universität München Munich Germany
| | - Christian Hagl
- Herzchirurgische Klinik und Poliklinik Klinikum der Universität München Munich Germany
| | - Konstantin Stark
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Tobias Petzold
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Stephanie Fichtner
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Daniel Braun
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Stefan Kääb
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Stefan Brunner
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Hans Theiss
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Jörg Hausleiter
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Steffen Massberg
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
| | - Martin Orban
- Cardiac Intensive Care Unit Medizinische Klinik und Poliklinik I, Klinikum der Universität München Munich Germany
- DZHK (German Center for Cardiovascular Research), partner site Munich Heart Alliance Munich Germany
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Alten J, Cooper DS, Klugman D, Raymond TT, Wooton S, Garza J, Clarke-Myers K, Anderson J, Pasquali SK, Absi M, Affolter JT, Bailly DK, Bertrandt RA, Borasino S, Dewan M, Domnina Y, Lane J, McCammond AN, Mueller DM, Olive MK, Ortmann L, Prodhan P, Sasaki J, Scahill C, Schroeder LW, Werho DK, Zaccagni H, Zhang W, Banerjee M, Gaies M. Preventing Cardiac Arrest in the Pediatric Cardiac Intensive Care Unit Through Multicenter Collaboration. JAMA Pediatr 2022; 176:1027-1036. [PMID: 35788631 PMCID: PMC9257678 DOI: 10.1001/jamapediatrics.2022.2238] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 04/28/2022] [Indexed: 12/14/2022]
Abstract
Importance Preventing in-hospital cardiac arrest (IHCA) likely represents an effective strategy to improve outcomes for critically ill patients, but feasibility of IHCA prevention remains unclear. Objective To determine whether a low-technology cardiac arrest prevention (CAP) practice bundle decreases IHCA rate. Design, Setting, and Participants Pediatric cardiac intensive care unit (CICU) teams from the Pediatric Cardiac Critical Care Consortium (PC4) formed a collaborative learning network to implement the CAP bundle consistent with the Institute for Healthcare Improvement framework; 15 hospitals implemented the bundle voluntarily. Risk-adjusted IHCA incidence rates were analyzed across 2 time periods, 12 months (baseline) and 18 months after CAP implementation (intervention) using difference-in-differences (DID) regression to compare 15 CAP and 16 control PC4 hospitals that chose not to participate in CAP but had IHCA rates tracked in the PC4 registry. Patients deemed at high risk for IHCA, based on a priori evidence-based criteria and empirical hospital-specific criteria, were selected to receive the CAP bundle. Data were collected from July 2018 to December 2019, and data were analyzed from March to August 2020. Interventions CAP bundle included 5 elements developed to promote increased situational awareness and communication among bedside clinicians to recognize and mitigate deterioration in high-risk patients. Main Outcomes and Measures Risk-adjusted IHCA incidence rate across all CICU admissions (IHCA events divided by all admissions). Results The bundle was activated in 2664 of 10 510 CAP hospital admissions (25.3%); admission characteristics were similar across study periods. There was a 30% relative reduction in risk-adjusted IHCA incidence rate at CAP hospitals (intervention period: 2.6%; 95% CI, 2.2-2.9; baseline: 3.7%; 95% CI, 3.1-4.0), but no change at control hospitals (intervention period: 2.7%; 95% CI, 2.3-2.9; baseline: 2.7%; 95% CI, 2.2-3.0). DID analysis confirmed significantly reduced odds of IHCA among all admissions at CAP hospitals compared with control hospitals during the intervention period vs baseline (odds ratio, 0.72; 95% CI, 0.56-0.91; P = .01). DID odds ratios were 0.72 (95% CI, 0.53-0.98) for the surgical subgroup, 0.74 (95% CI, 0.48-1.14) for the medical subgroup, and 0.72 (95% CI, 0.50-1.03) for the high-risk admission subgroup at CAP hospitals after intervention. All-cause risk-adjusted mortality rate did not change after intervention. Conclusions and Relevance Implementation of this CAP bundle led to significant IHCA reduction across multiple pediatric CICUs. Future studies may determine if this bundle can be effective in other critically ill populations.
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Affiliation(s)
- Jeffrey Alten
- Department of Pediatrics, University of Cincinnati School of Medicine, Heart Institute, Cincinnati Children’s Hospital, Cincinnati, Ohio
| | - David S. Cooper
- Department of Pediatrics, University of Cincinnati School of Medicine, Heart Institute, Cincinnati Children’s Hospital, Cincinnati, Ohio
| | - Darren Klugman
- Division of Cardiac Critical Care Medicine, Children’s National Hospital, Washington, DC
- Division of Anesthesia, Critical Care Medicine, Johns Hopkins Children’s Center, Baltimore, Maryland
| | - Tia Tortoriello Raymond
- Department of Pediatrics, Cardiac Critical Care, Medical City Children’s Hospital, Dallas, Texas
| | - Sharyl Wooton
- James M. Anderson Center for Health Systems Excellence, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Janie Garza
- Department of Pediatrics, Cardiac Critical Care, Medical City Children’s Hospital, Dallas, Texas
| | - Katherine Clarke-Myers
- Department of Pediatrics, Heart Institute, Cincinnati Children’s Hospital, Cincinnati, Ohio
| | - Jeffrey Anderson
- Department of Pediatrics, University of Cincinnati School of Medicine, Heart Institute, Cincinnati Children’s Hospital, Cincinnati, Ohio
| | - Sara K. Pasquali
- Division of Pediatric Cardiology, Department of Pediatrics, University of Michigan Medical School, C.S. Mott Children’s Hospital, Ann Arbor
| | - Mohammed Absi
- Department of Pediatrics, Heart Institute, University of Tennessee, Le Bonheur Children’s Hospital, Memphis
| | - Jeremy T. Affolter
- Department of Pediatrics, Critical Care Medicine, University of Missouri, Children’s Mercy Hospital, Kansas City
- Department of Pediatrics, University of Texas at Austin-Dell Medical School, Dell Children’s Medical Center of Central Texas, Austin
| | - David K. Bailly
- Division of Pediatric Critical Care, Department of Pediatrics, University of Utah, Primary Children’s Hospital, Salt Lake City
| | - Rebecca A. Bertrandt
- Department of Pediatric Critical Care, Medical College of Wisconsin, Children’s Wisconsin, Milwaukee
| | - Santiago Borasino
- Department of Pediatrics, University of Alabama at Birmingham, Cardiac Critical Care, Birmingham
| | - Maya Dewan
- Department of Pediatrics, University of Cincinnati School of Medicine, Division of Critical Care Medicine, Cincinnati Children’s Hospital, Cincinnati, Ohio
| | - Yuliya Domnina
- Division of Cardiac Critical Care Medicine, Children’s National Hospital, Washington, DC
- Department of Pediatrics and Critical Care Medicine, Cardiac Intensive Care Unit, Children’s Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - John Lane
- Division of Cardiovascular Intensive Care, Phoenix Children’s Hospital, Phoenix Arizona
| | - Amy N. McCammond
- Department of Pediatrics, Pediatric Cardiac Intensive Care, University of California San Francisco, Benioff Children’s Hospital, San Francisco
| | - Dana M. Mueller
- Department of Pediatrics, Division of Critical Care, University of Washington, Seattle Children’s Hospital, Seattle
- Division of Cardiology, Department of Pediatrics, University of California San Diego, Rady Children’s Hospital, San Diego
| | - Mary K. Olive
- Division of Pediatric Cardiology, Department of Pediatrics, University of Michigan Medical School, C.S. Mott Children’s Hospital, Ann Arbor
| | - Laura Ortmann
- Department of Pediatrics, University of Nebraska Medical Center, Children’s Hospital and Medical Center, Omaha
| | - Parthak Prodhan
- Division of Pediatric Cardiology, Department of Pediatrics, University of Arkansas for Medical Sciences, Arkansas Children’s Hospital, Little Rock
| | - Jun Sasaki
- Division of Cardiac Critical Care Medicine, Nicklaus Children’s Hospital, Miami, Florida
- Division of Critical Care Medicine, Department of Pediatrics, Weill Cornell Medicine, New York, New York
| | - Carly Scahill
- Department of Pediatrics, Heart Institute, Children’s Hospital Colorado, Aurora
| | - Luke W. Schroeder
- Department of Pediatrics, Medical University of South Carolina, Charleston
| | - David K. Werho
- Division of Cardiology, Department of Pediatrics, University of California San Diego, Rady Children’s Hospital, San Diego
| | - Hayden Zaccagni
- Department of Pediatrics, University of Alabama at Birmingham, Cardiac Critical Care, Birmingham
| | - Wenying Zhang
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
| | - Mousumi Banerjee
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Department of Biostatistics, University of Michigan, Ann Arbor
| | - Michael Gaies
- Department of Pediatrics, University of Cincinnati School of Medicine, Heart Institute, Cincinnati Children’s Hospital, Cincinnati, Ohio
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Su CF, Chiu SI, Jang JSR, Lai F. Improved inpatient deterioration detection in general wards by using time-series vital signs. Sci Rep 2022; 12:11901. [PMID: 35831415 PMCID: PMC9279370 DOI: 10.1038/s41598-022-16195-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 07/06/2022] [Indexed: 11/30/2022] Open
Abstract
Although in-hospital cardiac arrest is uncommon, it has a high mortality rate. Risk identification of at-risk patients is critical for post-cardiac arrest survival rates. Early warning scoring systems are generally used to identify hospitalized patients at risk of deterioration. However, these systems often require clinical data that are not always regularly measured. We developed a more accurate, machine learning-based model to predict clinical deterioration. The time series early warning score (TEWS) used only heart rate, systolic blood pressure, and respiratory data, which are regularly measured in general wards. We tested the performance of the TEWS in two tasks performed with data from the electronic medical records of 16,865 adult admissions and compared the results with those of other classifications. The TEWS detected more deteriorations with the same level of specificity as the different algorithms did when inputting vital signs data from 48 h before an event. Our framework improved in-hospital cardiac arrest prediction and demonstrated that previously obtained vital signs data can be used to identify at-risk patients in real-time. This model may be an alternative method for detecting patient deterioration.
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Affiliation(s)
- Chang-Fu Su
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan, ROC
- Division of Medical Quality, En-Chu-Kong Hospital, New Taipei, Taiwan, ROC
- Department of Anesthesia, En-Chu-Kong Hospital, New Taipei, Taiwan, ROC
- Department of Electronic Engineering, Asia Eastern University of Science and Technology, New Taipei, Taiwan, ROC
| | - Shu-I Chiu
- Department of Computer Science, National Chengchi University, Taipei, Taiwan, ROC
| | - Jyh-Shing Roger Jang
- Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan, ROC
| | - Feipei Lai
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan, ROC.
- Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan, ROC.
- Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan, ROC.
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External validation of a triage tool for predicting cardiac arrest in the emergency department. Sci Rep 2022; 12:8779. [PMID: 35610350 PMCID: PMC9130149 DOI: 10.1038/s41598-022-12781-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 05/16/2022] [Indexed: 11/09/2022] Open
Abstract
Early recognition and prevention comprise the first ring of the Chain of Survival for in-hospital cardiac arrest (IHCA). We previously developed and internally validated an emergency department (ED) triage tool, Emergency Department In-hospital Cardiac Arrest Score (EDICAS), for predicting ED-based IHCA. We aimed to externally validate this novel tool in another ED population. This retrospective cohort study used electronic clinical warehouse data from a tertiary medical center with approximately 130,000 ED visits per year. We retrieved data from 268,208 ED visits over a 2-year period. We selected one ED visit per person and excluded out-of-hospital cardiac arrest or children. Patient demographics and computerized triage information were retrieved, and the EDICAS was calculated to predict the ED-based IHCA. A total of 145,557 adult ED patients were included. Of them, 240 (0.16%) developed IHCA. The EDICAS showed excellent discrimination with an area under the receiver operating characteristic (AUROC) of 0.88. The AUROC of the EDICAS outperformed those of other early warning scores (0.80 for Modified Early Warning Score [MEWS] and 0.83 for Rapid Emergency Medicine Score [REMS]) in the same ED population. An EDICAS of 6 or above (i.e., high-risk patients) corresponded to a sensitivity of 33%, a specificity of 97%, and a positive likelihood ratio of 12.2. In conclusion, we externally validated a tool for predicting imminent IHCA in the ED and demonstrated its superior performance over other early warning scores. The real-world impact of the EDICAS warning system with appropriate interventions would require a future prospective study.
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Intensive Care Unit Nurses' Perceptions and Experience Using the American Heart Association Resuscitation Quality Improvement Program. CLIN NURSE SPEC 2022. [DOI: 10.1097/nur.0000000000000673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Sung CW, Lu TC, Wang CH, Chou EH, Ko CH, Huang CH, Chen WJ, Tsai CL. In-Hospital Cardiac Arrest in United States Emergency Departments, 2010–2018. Front Cardiovasc Med 2022; 9:874461. [PMID: 35479284 PMCID: PMC9035594 DOI: 10.3389/fcvm.2022.874461] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 03/07/2022] [Indexed: 11/17/2022] Open
Abstract
Background Little is known about the in-hospital cardiac arrest (IHCA) in the US emergency department (ED). This study aimed to describe the incidence and mortality of ED-based IHCA visits and to investigate the factors associated with higher incidence and poor outcomes of IHCA. Materials and Methods Data were obtained from the National Hospital Ambulatory Medical Care Survey (NHAMCS) between 2010 and 2018. Adult ED visits with IHCA were identified using the cardiopulmonary resuscitation code, excluding those with out-of-hospital cardiac arrest. We used descriptive statistics and multivariable logistic regression accounting for NHAMCS’s complex survey design. The primary outcome measures were ED-based IHCA incidence rates and ED-based IHCA mortality. Results Over the 9-year study period, there were approximately 1,114,000 ED visits with IHCA. The proportion of IHCA visits in the entire ED population (incidence rate, 1.2 per 1,000 ED visits) appeared stable. The mean age of patients who visited the ED with IHCA was 60 years, and 65% were men. Older age, male, arrival by ambulance, and being uninsured independently predicted a higher incidence of ED-based IHCA. Approximately 51% of IHCA died in the ED, and the trend remained stable. Arrival by ambulance, nighttime, or weekend arrival, and being in the non-Northeast were independently associated with a higher mortality rate after IHCA. Conclusion The high burden of ED visits with IHCA persisted through 2010–2018. Additionally, ED-based IHCA survival to hospital admission remained poor. Some patients were disproportionately affected, and certain contextual factors were associated with a poorer outcome.
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Affiliation(s)
- Chih-Wei Sung
- Department of Emergency Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu, Taiwan
| | - Tsung-Chien Lu
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Emergency Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Chih-Hung Wang
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Emergency Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Eric H. Chou
- Department of Emergency Medicine, Baylor Scott and White All Saints Medical Center, Fort Worth, TX, United States
| | - Chia-Hsin Ko
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chien-Hua Huang
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Emergency Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Wen-Jone Chen
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Emergency Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Chu-Lin Tsai
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Emergency Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
- *Correspondence: Chu-Lin Tsai,
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Factora F, Maheshwari K, Khanna S, Chahar P, Ritchey M, O’Hara J, Mascha EJ, Mi J, Halvorson S, Turan A, Ruetzler K. Effect of a Rapid Response Team on the Incidence of In-Hospital Mortality. Anesth Analg 2022; 135:595-604. [DOI: 10.1213/ane.0000000000006005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Segall N, Joines JA, Baldwin RD, Bresch D, Coggins LG, Janzen S, Engel JR, Wright MC. Effect of Remote Cardiac Monitoring System Design on Response Time to Critical Arrhythmias. Simul Healthc 2022; 17:112-119. [PMID: 34506366 PMCID: PMC8904642 DOI: 10.1097/sih.0000000000000610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
INTRODUCTION In many hospitals across the country, electrocardiograms of multiple at-risk patients are monitored remotely by telemetry monitor watchers in a central location. However, there is limited evidence regarding best practices for designing these cardiac monitoring systems to ensure prompt detection and response to life-threatening events. To identify factors that may affect monitoring efficiency, we simulated critical arrhythmias in inpatient units with different monitoring systems and compared their efficiency in communicating the arrhythmias to a first responder. METHODS This was a multicenter cross-sectional in situ simulation study. Simulation participants were monitor watchers and first responders (usually nurses) in 2 inpatient units in each of 3 hospitals. Manipulated variables included: (1) number of communication nodes between monitor watchers and first responders; (2) central monitoring station location-on or off the patient care unit; (3) monitor watchers' workload; (4) nurses' workload; and (5) participants' experience. RESULTS We performed 62 arrhythmia simulations to measure response times of monitor watchers and 128 arrhythmia simulations to measure response times in patient care units. We found that systems in which an intermediary between monitor watchers and nurses communicated critical events had faster response times to simulated arrhythmias than systems in which monitor watchers communicated directly with nurses. Responses were also faster in units colocated with central monitoring stations than in those located remotely. As the perceived workload of nurses increased, response latency also increased. Experience did not affect response times. CONCLUSIONS Although limited in our ability to isolate the effects of these factors from extraneous factors on central monitoring system efficiency, our study provides a roadmap for using in situ arrhythmia simulations to assess and improve monitoring performance.
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Affiliation(s)
- Noa Segall
- From the Department of Anesthesiology (N.S.), Duke University School of Medicine, Durham; Textile Engineering, Chemistry, and Science (J.A.J.), North Carolina State University, Raleigh; Duke University Health System (R.D.B., J.R.E.); Duke Office of Clinical Research (D.B.), Duke University School of Medicine, Durham, NC; Rush University College of Nursing (L.G.C.), Chicago, IL; Saint Alphonsus Regional Medical Center (S.J.), Boise; and College of Pharmacy (M.C.W.), Idaho State University, Pocatello, ID
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T P M, T S D, Ramesh AC, K N V, Mahadevaiah T. Evaluation of the Overall Accuracy of the Combined Early Warning Scoring Systems in the Prediction of In-Hospital Mortality. Cureus 2022; 14:e24486. [PMID: 35651391 PMCID: PMC9135612 DOI: 10.7759/cureus.24486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 04/25/2022] [Indexed: 11/05/2022] Open
Abstract
Introduction Deterioration of clinical condition of in-hospital patients further leads to intensive care unit (ICU) transfer or death which can be reduced by the use of prediction tools. The early warning scoring (EWS) system is a prediction tool used in monitoring medical patients in hospitals, hospital staying length, and inpatient mortality. The present study evaluated four different EWS systems for the prediction of patient survival. Method The present prospective observational study has analyzed 217 patients visiting the emergency department from November 2016 to November 2018, followed by demographic and clinical data collection. Modified Early Warning Score (MEWS), Triage Early Warning Score (TEWS), Leed's Early Warning Score (LEWS), and patient-at-risk scores (PARS) were assigned based upon body temperature, consciousness level, heart rate, blood pressure, respiratory rate, mobility, etc. Data was analyzed with the help of R 4.0.4 (R Foundation, Vienna, Austria) and Microsoft Excel (Microsoft, Redmond, Washington). Results Out of these 217 patients, 205 got shifted to a ward, and 12 died, amongst which the majority belonged to the 31-40 age group. Among patients admitted to ICU had a MEWS greater than 3, TEWS within the range 0 to 2 and 3 to 5, LEWS greater than 7, and PARS greater than 5 on the initial days of admission. The patients who died and those who were shifted to the ward showed significant differences in EWS. A significant association was observed between all the EWS and patient outcomes (p<0.001). Conclusion MEWS, TEWS, LEWS, and PARS were effective in the prediction of inpatient mortality as well as admission to the ICU. With the increase in the EWS, there was an increase in the duration of ICU stay and a decrease in chances of survival.
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Affiliation(s)
- Mishal T P
- Emergency Medicine, Mathikere Sampige (MS) Ramaiah Medical College, Bengaluru, IND
| | - Deepak T S
- Emergency Medicine, Mathikere Sampige (MS) Ramaiah Medical College, Bengaluru, IND
| | - Aruna C Ramesh
- Emergency Medicine, Mathikere Sampige (MS) Ramaiah Medical College, Bengaluru, IND
| | - Vikas K N
- Anesthesiology, Mathikere Sampige (MS) Ramaiah Medical College, Bengaluru, IND
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Yang PS, Kim D, Sung JH, Joung B. The effect of age, gender, economic state, and urbanization on the temporal trend in sudden cardiac arrest: a nationwide population-based cohort study. INTERNATIONAL JOURNAL OF ARRHYTHMIA 2022. [DOI: 10.1186/s42444-021-00058-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023] Open
Abstract
Abstract
Background
Sudden cardiac arrest (SCA) has not been well studied in Asian countries. This study investigated the temporal trends in the incidence and outcomes of SCA and the impact of age, gender, economic state, and urbanization on SCA using a nationwide population-based sample cohort of South Korea.
Methods
In the Korean National Health Insurance Service—Sample Cohort consisting of one million persons from 2003 through 2013, we identified 5,675 (0.56%) patients with SCA using ICD-10 code I46 and I49.0. We evaluated the impact of the age, gender, household income, and urbanization level on the incidence and outcome of SCA.
Results
During the study period, the overall age- and gender-adjusted annual incidence of SCA increased by 46.9% from 30.9 in 2003 to 45.4 in 2013 (per 100,000 person-years, p < 0.001 for trend). The medical cost per 100,000 person-years also greatly increased about four times (p < 0.001 for trend). The overall adjusted survival to hospital discharge rate increased from 8.9% in 2003 to 13.2% in 2013 (adjusted rate ratio per year 1.05; p < 0.001 for trend). Old age and low household incomes of the population was related to increased SCA and poor survival to hospital discharge rate. The proportion of patients with intensive or advanced therapeutic modalities after SCA greatly increased from 1.6% in 2003 to 10.0% in 2013 (p < 0.001 for trend). This increase was consistent regardless of age, gender, economic state, and urbanization level.
Conclusions
Although the incidence of SCA was increased, the outcome was improved for the decade. However, in the elderly and low-income population, the incidence of SCA continued to rise and survival outcome was not improved.
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Ohbe H, Tagami T, Uda K, Matsui H, Yasunaga H. Incidence and outcomes of in-hospital cardiac arrest in Japan 2011-2017: a nationwide inpatient database study. J Intensive Care 2022; 10:10. [PMID: 35241166 PMCID: PMC8895772 DOI: 10.1186/s40560-022-00601-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 02/18/2022] [Indexed: 11/10/2022] Open
Abstract
Background Although numerous studies have investigated out-of-hospital cardiac arrest, few studies have been conducted on in-hospital cardiac arrest (IHCA). Knowledge of the nationwide epidemiology of IHCA in Japan, with its super-aging society, is important to understand the current situation of IHCA and to establish evidenced-based medicine in the future. The present study aimed to determine the incidence and outcomes of IHCA and their trends in Japan. Methods This observational cohort study was performed using a national administrative inpatient database for more than 1600 acute-care hospitals covering about 50% of all acute-care hospital beds in Japan from April 2011 to March 2018. We defined cardiac arrest patients who received cardiopulmonary resuscitation (chest compression) during hospitalization as IHCA. We excluded out-of-hospital cardiac arrest patients from the source population. The incidence of IHCA per 1000 hospital admissions and survival to discharge rate was reported with trend analyses by calendar year 2011–2017. Results Among 53,871,101 hospitalized patients without out-of-hospital cardiac arrest patients in 1626 hospitals, 2,136,038 (4.0%) had cardiac arrest. Of them, 274,664 (12.9%) received cardiopulmonary resuscitation at least once during hospitalization and were identified as IHCA, and 1,861,374 (87.1%) did not receive cardiopulmonary resuscitation. The incidence of IHCA per 1000 hospital admissions was 5.1, with a significant decreasing trend from 6.1 in 2011 to 4.6 in 2017 (P for trend = 0.033). Our estimated incidence can be translated to approximately 87,000 IHCA cases in Japan each year. The percentage of IHCA patients among cardiac arrest patients was 12.9%, with a significant decreasing trend from 14.0% in 2011 to 12.2% in 2017 (P for trend = 0.006). The overall rate of survival to discharge was 12.7%, with a significant increasing trend from 10.5% in 2011 to 14.0% in 2017 (P for trend < 0.001). Conclusions We found substantial associations between mortality and loss of health and IHCA in Japan. The incidence of IHCA showed a decreasing trend over time, the percentage of treated cardiac arrest patients also had a decreasing trend, and the overall survival to discharge rate improved over time. Supplementary Information The online version contains supplementary material available at 10.1186/s40560-022-00601-y.
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Affiliation(s)
- Hiroyuki Ohbe
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 1130033, Japan.
| | - Takashi Tagami
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 1130033, Japan.,Department of Emergency and Critical Care Medicine, Nippon Medical School, Musashi-Kosugi Hospital, 1-396 Kosugimachi, Nakahara-ku, Kawasaki-shi, Kanagawa, 2118533, Japan
| | - Kazuaki Uda
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 1130033, Japan.,University of Tsukuba, 1-1-1 Tennoudai, Tsukuba, Ibaraki, 3058575, Japan
| | - Hiroki Matsui
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 1130033, Japan
| | - Hideo Yasunaga
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 1130033, Japan
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Loftus TJ, Balch JA, Ruppert MM, Tighe PJ, Hogan WR, Rashidi P, Upchurch GR, Bihorac A. Aligning Patient Acuity With Resource Intensity After Major Surgery: A Scoping Review. Ann Surg 2022; 275:332-339. [PMID: 34261886 PMCID: PMC8750209 DOI: 10.1097/sla.0000000000005079] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Develop unifying definitions and paradigms for data-driven methods to augment postoperative resource intensity decisions. SUMMARY BACKGROUND DATA Postoperative level-of-care assignments and frequency of vital sign and laboratory measurements (ie, resource intensity) should align with patient acuity. Effective, data-driven decision-support platforms could improve value of care for millions of patients annually, but their development is hindered by the lack of salient definitions and paradigms. METHODS Embase, PubMed, and Web of Science were searched for articles describing patient acuity and resource intensity after inpatient surgery. Study quality was assessed using validated tools. Thirty-five studies were included and assimilated according to PRISMA guidelines. RESULTS Perioperative patient acuity is accurately represented by combinations of demographic, physiologic, and hospital-system variables as input features in models that capture complex, non-linear relationships. Intraoperative physiologic data enriche these representations. Triaging high-acuity patients to low-intensity care is associated with increased risk for mortality; triaging low-acuity patients to intensive care units (ICUs) has low value and imparts harm when other, valid requests for ICU admission are denied due to resource limitations, increasing their risk for unrecognized decompensation and failure-to-rescue. Providing high-intensity care for low-acuity patients may also confer harm through unnecessary testing and subsequent treatment of incidental findings, but there is insufficient evidence to evaluate this hypothesis. Compared with data-driven models, clinicians exhibit volatile performance in predicting complications and making postoperative resource intensity decisions. CONCLUSION To optimize value, postoperative resource intensity decisions should align with precise, data-driven patient acuity assessments augmented by models that accurately represent complex, non-linear relationships among risk factors.
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Affiliation(s)
- Tyler J. Loftus
- Department of Surgery, University of Florida Health,
Gainesville, FL, USA
- Precision and Intelligent Systems in Medicine
(Prisma), University of Florida, Gainesville, FL, USA
| | - Jeremy A. Balch
- Department of Surgery, University of Florida Health,
Gainesville, FL, USA
| | - Matthew M. Ruppert
- Department of Medicine, University of Florida Health,
Gainesville, FL, USA
- Precision and Intelligent Systems in Medicine
(Prisma), University of Florida, Gainesville, FL, USA
| | - Patrick J. Tighe
- Departments of Anesthesiology, Orthopedics, and Information
Systems/Operations Management, University of Florida Health, Gainesville, FL,
USA
| | - William R. Hogan
- Department of Health Outcomes & Biomedical Informatics,
College of Medicine, University of Florida, Gainesville, FL, USA
| | - Parisa Rashidi
- Departments of Biomedical Engineering, Computer and
Information Science and Engineering, and Electrical and Computer Engineering,
University of Florida, Gainesville, Florida, USA
- Precision and Intelligent Systems in Medicine
(Prisma), University of Florida, Gainesville, FL, USA
| | | | - Azra Bihorac
- Department of Medicine, University of Florida Health,
Gainesville, FL, USA
- Precision and Intelligent Systems in Medicine
(Prisma), University of Florida, Gainesville, FL, USA
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Rasmussen TP, Riley DJ, Sarazin MV, Chan PS, Girotra S. Variation Across Hospitals in In-Hospital Cardiac Arrest Incidence Among Medicare Beneficiaries. JAMA Netw Open 2022; 5:e2148485. [PMID: 35226085 PMCID: PMC8886547 DOI: 10.1001/jamanetworkopen.2021.48485] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
IMPORTANCE Although survival for in-hospital cardiac arrest (IHCA) has improved substantially over the last 2 decades, survival rates have plateaued in recent years. A better understanding of hospital differences in IHCA incidence may provide important insights regarding best practices for prevention of IHCA. OBJECTIVE To determine the incidence of IHCA among Medicare beneficiaries, and evaluate hospital variation in incidence of IHCA. DESIGN, SETTING, AND PARTICIPANTS This observational cohort study analyzes 2014 to 2017 data from 170 hospitals participating in the Get With The Guidelines-Resuscitation registry, linked to Medicare files. Participants were adults aged 65 years and older. Statistical analysis was performed from January to December 2021. EXPOSURES Case-mix index, teaching status, and nurse-staffing. MAIN OUTCOMES AND MEASURES Hospital incidence of IHCA among Medicare beneficiaries was estimated as the number of IHCA patients divided by the total number of hospital admissions. Multivariable hierarchical regression models were used to calculate hospital incidence rates adjusted for differences in patient case-mix and evaluate the association of hospital variables with IHCA incidence. RESULTS Among a total of 4.5 million admissions at 170 hospitals, 38 630 patients experienced an IHCA during 2014 to 2017. Among the 38 630 patients with IHCAs, 7571 (19.6%) were non-Hispanic Black, 26 715 (69.2%) were non-Hispanic White, and 16 732 (43.3%) were female; the mean (SD) age at admission was 76.3 (7.8) years. The median risk-adjusted IHCA incidence was 8.5 per 1000 admissions (95% CI, 8.2-9.0 per 1000 admissions). After adjusting for differences in case-mix index, IHCA incidence varied markedly across hospitals ranging from 2.4 per 1000 admissions to 25.5 per 1000 admissions (IQR, 6.6-11.4; median odds ratio, 1.51 [95% CI, 1.44-1.58]). Among hospital variables, a higher case-mix index, higher nurse staffing, and teaching status were associated with a lower hospital incidence of IHCA. CONCLUSIONS AND RELEVANCE This cohort study found that the incidence of IHCA varies markedly across hospitals, and hospitals with higher nurse staffing and teaching status had lower IHCA incidence rates. Future studies are needed to better understand processes of care at hospitals with exceptionally low IHCA incidence to identify best practices for cardiac arrest prevention.
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Affiliation(s)
- Tyler P. Rasmussen
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Iowa, Iowa City
| | | | - Mary Vaughan Sarazin
- Center for Access and Delivery Research and Evaluation, Veterans Affairs Medical Center, Iowa City
| | - Paul S. Chan
- Mid-America Heart Institute, University of Missouri, Kansas City
| | - Saket Girotra
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Iowa, Iowa City
- Center for Access and Delivery Research and Evaluation, Veterans Affairs Medical Center, Iowa City
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Dafaalla M, Rashid M, Bond RM, Smith T, Parwani P, Thamman R, Moledina SM, Graham MM, Mamas MA. Racial Disparities in Management and Outcomes of Out-of-Hospital Cardiac Arrest Complicating Myocardial Infarction: A National Study From England and Wales. CJC Open 2022; 3:S81-S88. [PMID: 34993437 PMCID: PMC8712673 DOI: 10.1016/j.cjco.2021.09.026] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Accepted: 09/26/2021] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Studies of racial disparities in care of patients admitted with an out-of-hospital cardiac arrest (OHCA) in the setting of acute myocardial infarction (AMI) have shown inconsistent results. Whether these differences in care exist in the universal healthcare system in United Kingdom is unknown. METHODS Patients admitted with a diagnosis of AMI and OHCA between 2010 and 2017 from the Myocardial Ischaemia National Audit Project (MINAP) were studied. All patients were stratified based on ethnicity into a Black, Asian, or minority ethnicity (BAME) group vs a White group. We used multivariable logistic regression models to evaluate the predictors of clinical outcomes and treatment strategy. RESULTS From 14,287 patients admitted with AMI complicated by OHCA, BAME patients constituted a minority of patients (1185 [8.3%]), compared with a White group (13,102 [91.7%]). BAME patients were younger (median age [interquartile range]) for BAME group, 58 [50-70] years; for White group, 65 [55-74] years). Cardiogenic shock (BAME group, 33%; White group, 20.7%; P < 0.001) and severe left ventricular impairment (BAME group, 21%; White group, 16.5%; P < 0.003) were more frequent among BAME patients. BAME patients were more likely to be seen by a cardiologist (BAME group, 95.9%; White group, 92.5%; P < 0.001) and were more likely to receive coronary angiography than the White group (odds ratio [OR] 1.5, 95% confidence interval [CI] 1.2-1.88). The BAME group had significantly higher in-hospital mortality (OR 1.26, 95% CI 1.04-1.52) and re-infarction (OR 1.52, 95% CI 1.06-2.18) than the White group. CONCLUSIONS BAME patients were more likely to be seen by a cardiologist and receive coronary angiography than White patients. Despite this difference, the in-hospital mortality of BAME patients, particularly in the Asian population, was significantly higher.
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Affiliation(s)
- Mohamed Dafaalla
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom.,Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Muhammad Rashid
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom.,Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Rachel M Bond
- Women's Heart Health, Dignity Health, Gilbert, Arizona, USA.,Internal Medicine, Creighton University School of Medicine, Chandler, Arizona, USA
| | - Triston Smith
- Department of Cardiology, Trinity Health System, Steubenville, Ohio, USA
| | - Purvi Parwani
- Division of Cardiology, Department of Medicine, Loma Linda University Health, Loma Linda, California, USA
| | - Ritu Thamman
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Saadiq M Moledina
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom.,Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Michelle M Graham
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada.,Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Alberta, Canada
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom.,Department of Cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom.,Department of Medicine, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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Bourcier S, Desnos C, Clément M, Hékimian G, Bréchot N, Taccone FS, Belliato M, Pappalardo F, Broman LM, Malfertheiner MV, Lunz D, Schmidt M, Leprince P, Combes A, Lebreton G, Luyt CE. Extracorporeal cardiopulmonary resuscitation for refractory in-hospital cardiac arrest: A retrospective cohort study. Int J Cardiol 2022; 350:48-54. [PMID: 34995699 DOI: 10.1016/j.ijcard.2021.12.053] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2021] [Revised: 12/21/2021] [Accepted: 12/29/2021] [Indexed: 11/05/2022]
Abstract
BACKGROUND Extracorporeal cardiopulmonary resuscitation (ECPR) is a rescue therapy for refractory cardiac arrest, but its high mortality has raised questions about patient selection. No selection criteria have been proposed for patients experiencing in-hospital cardiac arrest. We aimed to identify selection criteria available at the time ECPR was considered for patients with in-hospital cardiac arrest. We analyzed data of in-hospital cardiac arrest patients undergoing ECPR in our extracorporeal membrane oxygenation (ECMO) center (March 2007 to March 2019). Intensive care unit (ICU) and 1-year survival post-hospital discharge were assessed. Factors associated with ICU survival before ECPR were investigated. An external validation cohort from a previous multicenter study was used to validate our results. RESULTS Among the 137 patients (67.9% men; median [IQR] age, 54 [43-62] years; low-flow duration, 45 [30-70] min) requiring ECPR, 32.1% were weaned-off ECMO. Their respective ICU- and 1-year survival rates were 21.9% and 19%. Most 1-year survivors had favorable neurological outcomes (cerebral performance category score 1 or 2). ICU survivors compared to nonsurvivors, respectively, were more likely to have a shockable initial rhythm (53.3% versus 24.3%; P < 0.01), a shorter median (IQR) low-flow time (30 (25-53) versus 50 (35-80) min, P < 0.01) and they more frequently underwent a subsequent intervention (63.3% versus 26.2%, P < 0.01). The algorithm obtained by combining age, initial rhythm and low-flow duration discriminated between patient groups with very different survival probabilities in the derivation and validation cohorts. CONCLUSION Survival of ECPR-managed in-hospital cardiac arrest patients in this cohort was poor but hospital survivors' 1-year neurological outcomes were favorable. When deciding whether or not to use ECPR, the combination of age, initial rhythm and low-flow duration can improve patient selection.
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Affiliation(s)
- Simon Bourcier
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière Hospital, Médecine Intensive Réanimation, Paris, France
| | - Cyrielle Desnos
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière Hospital, Médecine Intensive Réanimation, Paris, France
| | - Marina Clément
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière Hospital, Department of Cardiovascular and Thoracic Surgery, Paris, France
| | - Guillaume Hékimian
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière Hospital, Médecine Intensive Réanimation, Paris, France
| | - Nicolas Bréchot
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière Hospital, Médecine Intensive Réanimation, Paris, France; Sorbonne Université, INSERM UMRS_1166-iCAN, Institute of Cardiometabolism and Nutrition, Paris, France
| | - Fabio Silvio Taccone
- Department of Intensive Care, Erasme Hospital, Université Libre de Bruxelles, Cliniques Universitaires de Bruxelles (CUB) Erasme, Brussels, Belgium
| | - Mirko Belliato
- UOS Advanced Respiratory Intensive Care Unit, UOC Anestesia e Rianimazione 2 Cardiopolmonare, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Federico Pappalardo
- Department of Anesthesia and Intensive Care, IRCCS ISMETT, UPMC Italy, Palermo, Italy
| | - Lars Mikael Broman
- ECMO Centre Karolinska, Karolinska University Hospital, Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Maximilian Valentin Malfertheiner
- Department of Internal Medicine II, Cardiology and Pneumology, Intensive Care, University Medical Center Regensburg, Regensburg, Germany
| | - Dirk Lunz
- Department of Anesthesiology and Intensive Care, University Hospital Regensburg, Regensburg, Germany
| | - Matthieu Schmidt
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière Hospital, Médecine Intensive Réanimation, Paris, France; Sorbonne Université, INSERM UMRS_1166-iCAN, Institute of Cardiometabolism and Nutrition, Paris, France
| | - Pascal Leprince
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière Hospital, Department of Cardiovascular and Thoracic Surgery, Paris, France; Sorbonne Université, INSERM UMRS_1166-iCAN, Institute of Cardiometabolism and Nutrition, Paris, France
| | - Alain Combes
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière Hospital, Médecine Intensive Réanimation, Paris, France; Sorbonne Université, INSERM UMRS_1166-iCAN, Institute of Cardiometabolism and Nutrition, Paris, France
| | - Guillaume Lebreton
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière Hospital, Department of Cardiovascular and Thoracic Surgery, Paris, France; Sorbonne Université, INSERM UMRS_1166-iCAN, Institute of Cardiometabolism and Nutrition, Paris, France
| | - Charles-Edouard Luyt
- Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtrière Hospital, Médecine Intensive Réanimation, Paris, France; Sorbonne Université, INSERM UMRS_1166-iCAN, Institute of Cardiometabolism and Nutrition, Paris, France.
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Ren Y, Loftus TJ, Li Y, Guan Z, Ruppert MM, Datta S, Upchurch GR, Tighe PJ, Rashidi P, Shickel B, Ozrazgat-Baslanti T, Bihorac A. Physiologic signatures within six hours of hospitalization identify acute illness phenotypes. PLOS DIGITAL HEALTH 2022; 1:e0000110. [PMID: 36590701 PMCID: PMC9802629 DOI: 10.1371/journal.pdig.0000110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
During the early stages of hospital admission, clinicians use limited information to make decisions as patient acuity evolves. We hypothesized that clustering analysis of vital signs measured within six hours of hospital admission would reveal distinct patient phenotypes with unique pathophysiological signatures and clinical outcomes. We created a longitudinal electronic health record dataset for 75,762 adult patient admissions to a tertiary care center in 2014-2016 lasting six hours or longer. Physiotypes were derived via unsupervised machine learning in a training cohort of 41,502 patients applying consensus k-means clustering to six vital signs measured within six hours of admission. Reproducibility and correlation with clinical biomarkers and outcomes were assessed in validation cohort of 17,415 patients and testing cohort of 16,845 patients. Training, validation, and testing cohorts had similar age (54-55 years) and sex (55% female), distributions. There were four distinct clusters. Physiotype A had physiologic signals consistent with early vasoplegia, hypothermia, and low-grade inflammation and favorable short-and long-term clinical outcomes despite early, severe illness. Physiotype B exhibited early tachycardia, tachypnea, and hypoxemia followed by the highest incidence of prolonged respiratory insufficiency, sepsis, acute kidney injury, and short- and long-term mortality. Physiotype C had minimal early physiological derangement and favorable clinical outcomes. Physiotype D had the greatest prevalence of chronic cardiovascular and kidney disease, presented with severely elevated blood pressure, and had good short-term outcomes but suffered increased 3-year mortality. Comparing sequential organ failure assessment (SOFA) scores across physiotypes demonstrated that clustering did not simply recapitulate previously established acuity assessments. In a heterogeneous cohort of hospitalized patients, unsupervised machine learning techniques applied to routine, early vital sign data identified physiotypes with unique disease categories and distinct clinical outcomes. This approach has the potential to augment understanding of pathophysiology by distilling thousands of disease states into a few physiological signatures.
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Affiliation(s)
- Yuanfang Ren
- Intelligent Critical Care Center (IC), University of Florida, Gainesville, Florida, United States of America
- Department of Medicine, Division of Nephrology, Hypertension, and Renal Transplantation, University of Florida, Gainesville, Florida, United States of America
| | - Tyler J. Loftus
- Intelligent Critical Care Center (IC), University of Florida, Gainesville, Florida, United States of America
- Department of Surgery, University of Florida, Gainesville, Florida, United States of America
| | - Yanjun Li
- Intelligent Critical Care Center (IC), University of Florida, Gainesville, Florida, United States of America
- Department of Computer & Information Science & Engineering, University of Florida, Gainesville, Florida, United States of America
| | - Ziyuan Guan
- Intelligent Critical Care Center (IC), University of Florida, Gainesville, Florida, United States of America
- Department of Medicine, Division of Nephrology, Hypertension, and Renal Transplantation, University of Florida, Gainesville, Florida, United States of America
| | - Matthew M. Ruppert
- Intelligent Critical Care Center (IC), University of Florida, Gainesville, Florida, United States of America
- Department of Medicine, Division of Nephrology, Hypertension, and Renal Transplantation, University of Florida, Gainesville, Florida, United States of America
| | - Shounak Datta
- Intelligent Critical Care Center (IC), University of Florida, Gainesville, Florida, United States of America
- Department of Medicine, Division of Nephrology, Hypertension, and Renal Transplantation, University of Florida, Gainesville, Florida, United States of America
| | - Gilbert R. Upchurch
- Department of Surgery, University of Florida, Gainesville, Florida, United States of America
| | - Patrick J. Tighe
- Department of Anesthesiology, University of Florida, Gainesville, Florida, United States of America
| | - Parisa Rashidi
- Intelligent Critical Care Center (IC), University of Florida, Gainesville, Florida, United States of America
- J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, Florida, United States of America
| | - Benjamin Shickel
- Intelligent Critical Care Center (IC), University of Florida, Gainesville, Florida, United States of America
- Department of Medicine, Division of Nephrology, Hypertension, and Renal Transplantation, University of Florida, Gainesville, Florida, United States of America
| | - Tezcan Ozrazgat-Baslanti
- Intelligent Critical Care Center (IC), University of Florida, Gainesville, Florida, United States of America
- Department of Medicine, Division of Nephrology, Hypertension, and Renal Transplantation, University of Florida, Gainesville, Florida, United States of America
- Sepsis and Critical Illness Research Center, University of Florida, Gainesville, Florida, United States of America
| | - Azra Bihorac
- Intelligent Critical Care Center (IC), University of Florida, Gainesville, Florida, United States of America
- Department of Medicine, Division of Nephrology, Hypertension, and Renal Transplantation, University of Florida, Gainesville, Florida, United States of America
- Department of Surgery, University of Florida, Gainesville, Florida, United States of America
- Sepsis and Critical Illness Research Center, University of Florida, Gainesville, Florida, United States of America
- * E-mail:
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Yakar M, Yakar N, Akkılıç M, Karaoğlu R, Mingir T, Turgut N. Clinical outcomes of in-hospital cardiac arrest in a tertiary hospital and factors related to 28-day survival: A retrospective cohort study. Turk J Emerg Med 2022; 22:29-35. [PMID: 35284690 PMCID: PMC8862791 DOI: 10.4103/2452-2473.336101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 08/11/2021] [Accepted: 09/10/2021] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES: METHODS: RESULTS: CONCLUSIONS:
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41
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Disparities in cardiac arrest and failure to rescue after major elective noncardiac operations. Surgery 2022; 171:1358-1364. [DOI: 10.1016/j.surg.2021.09.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 08/30/2021] [Accepted: 09/06/2021] [Indexed: 01/30/2023]
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Rossetti SC, Dykes PC, Knaplund C, Kang MJ, Schnock K, Garcia JP, Fu LH, Chang F, Thai T, Fred M, Korach TZ, Zhou L, Klann JG, Albers D, Schwartz J, Lowenthal G, Jia H, Liu F, Cato K. The Communicating Narrative Concerns Entered by Registered Nurses (CONCERN) Clinical Decision Support Early Warning System: Protocol for a Cluster Randomized Pragmatic Clinical Trial. JMIR Res Protoc 2021; 10:e30238. [PMID: 34889766 PMCID: PMC8709914 DOI: 10.2196/30238] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 09/01/2021] [Accepted: 09/16/2021] [Indexed: 11/13/2022] Open
Abstract
Background Every year, hundreds of thousands of inpatients die from cardiac arrest and sepsis, which could be avoided if those patients’ risk for deterioration were detected and timely interventions were initiated. Thus, a system is needed to convert real-time, raw patient data into consumable information that clinicians can utilize to identify patients at risk of deterioration and thus prevent mortality and improve patient health outcomes. The overarching goal of the COmmunicating Narrative Concerns Entered by Registered Nurses (CONCERN) study is to implement and evaluate an early warning score system that provides clinical decision support (CDS) in electronic health record systems. With a combination of machine learning and natural language processing, the CONCERN CDS utilizes nursing documentation patterns as indicators of nurses’ increased surveillance to predict when patients are at the risk of clinical deterioration. Objective The objective of this cluster randomized pragmatic clinical trial is to evaluate the effectiveness and usability of the CONCERN CDS system at 2 different study sites. The specific aim is to decrease hospitalized patients’ negative health outcomes (in-hospital mortality, length of stay, cardiac arrest, unanticipated intensive care unit transfers, and 30-day hospital readmission rates). Methods A multiple time-series intervention consisting of 3 phases will be performed through a 1-year period during the cluster randomized pragmatic clinical trial. Phase 1 evaluates the adoption of our algorithm through pilot and trial testing, phase 2 activates optimized versions of the CONCERN CDS based on experience from phase 1, and phase 3 will be a silent release mode where no CDS is viewable to the end user. The intervention deals with a series of processes from system release to evaluation. The system release includes CONCERN CDS implementation and user training. Then, a mixed methods approach will be used with end users to assess the system and clinician perspectives. Results Data collection and analysis are expected to conclude by August 2022. Based on our previous work on CONCERN, we expect the system to have a positive impact on the mortality rate and length of stay. Conclusions The CONCERN CDS will increase team-based situational awareness and shared understanding of patients predicted to be at risk for clinical deterioration in need of intervention to prevent mortality and associated harm. Trial Registration ClinicalTrials.gov NCT03911687; https://clinicaltrials.gov/ct2/show/NCT03911687 International Registered Report Identifier (IRRID) DERR1-10.2196/30238
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Affiliation(s)
- Sarah Collins Rossetti
- Department of Biomedical Informatics, Columbia University, New York, NY, United States.,School of Nursing, Columbia University Medical Center, New York, NY, United States
| | - Patricia C Dykes
- Brigham and Women's Hospital, Boston, MA, United States.,Harvard Medical School, Boston, MA, United States
| | - Christopher Knaplund
- Department of Biomedical Informatics, Columbia University, New York, NY, United States
| | - Min-Jeoung Kang
- Brigham and Women's Hospital, Boston, MA, United States.,Harvard Medical School, Boston, MA, United States
| | - Kumiko Schnock
- Brigham and Women's Hospital, Boston, MA, United States.,Harvard Medical School, Boston, MA, United States
| | | | - Li-Heng Fu
- Department of Biomedical Informatics, Columbia University, New York, NY, United States
| | - Frank Chang
- Brigham and Women's Hospital, Boston, MA, United States
| | - Tien Thai
- Brigham and Women's Hospital, Boston, MA, United States
| | - Matthew Fred
- Working Diagnosis, Haddonfield, NJ, United States
| | - Tom Z Korach
- Brigham and Women's Hospital, Boston, MA, United States.,Harvard Medical School, Boston, MA, United States
| | - Li Zhou
- Brigham and Women's Hospital, Boston, MA, United States.,Harvard Medical School, Boston, MA, United States
| | | | - David Albers
- Department of Biomedical Informatics, Columbia University, New York, NY, United States.,Anschutz Medical Campus, University of Colorado, Aurora, CO, United States
| | - Jessica Schwartz
- School of Nursing, Columbia University Medical Center, New York, NY, United States
| | | | - Haomiao Jia
- School of Nursing, Columbia University Medical Center, New York, NY, United States
| | - Fang Liu
- Department of Biomedical Informatics, Columbia University, New York, NY, United States
| | - Kenrick Cato
- School of Nursing, Columbia University Medical Center, New York, NY, United States
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Ji J, Wang L, Guan H, Jiang Y, Zhou S, Sheng J, Wang L. The Effect of Group Random Quality Control on the First Aid Ability of Ward Doctors and Nurses with Respect to the Resuscitation of Patients with In-Hospital Cardiac Arrest. Risk Manag Healthc Policy 2021; 14:4553-4560. [PMID: 34785964 PMCID: PMC8590839 DOI: 10.2147/rmhp.s334142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 09/30/2021] [Indexed: 12/02/2022] Open
Abstract
Objective This study was designed to verify the effect of group random quality control on the first aid ability of ward doctors and nurses with regard to the resuscitation of patients with in-hospital cardiac arrest (IHCA). Methods The first aid quality control team of our hospital was established in December 2018, when the number, qualifications, organizational structure, quality control methods, and responsibilities of the team and team members were determined. The baseline data and assessment results of examinees, the rates of return of spontaneous circulation (ROSC), and the discharge survival rate of IHCA patients in 2019 and 2020 were compared. Results There were no significant differences in the baseline data of examinees at each stage (p > 0.05). As time went on, the results of the four practical examinations were significantly improved (pairwise comparison, p < 0.05). The number of problems in examinations was significantly higher for physicians than for nurses. After guidance in department relearning, the incidence of related problems was significantly reduced, but the mastery of the frequency and depth of extracorporeal cardiac compression were not always up to standard. The proportion of critically ill patients and the incidence of IHCA in the hospital in 2020 was higher than in 2019 (p < 0.05), and the ROSC rate was also significantly higher than it was in 2019 (p < 0.05), but the difference in the survival rate at discharge was not statistically significant (p > 0.05). Conclusion Group random quality control meets the needs of IHCA emergencies, and it can improve the first aid skills and organizational coordination of doctors and nurses on the ward through continuous discovery and problem solving so that the ultimate goal of improving the success rate of resuscitation can be achieved.
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Affiliation(s)
- Jianhong Ji
- Intensive Care Unit, The Second Affiliated Hospital of Nantong University, Nantong, People's Republic of China
| | - Li Wang
- Department of Emergency, The Second Affiliated Hospital of Nantong University, Nantong, People's Republic of China
| | - Haiyang Guan
- Department of Emergency, The Second Affiliated Hospital of Nantong University, Nantong, People's Republic of China
| | - Yaqiong Jiang
- Intensive Care Unit, The Second Affiliated Hospital of Nantong University, Nantong, People's Republic of China
| | - Sanlian Zhou
- Department of Emergency, The Second Affiliated Hospital of Nantong University, Nantong, People's Republic of China
| | - Junhua Sheng
- Department of Medical, The Second Affiliated Hospital of Nantong University, Nantong, People's Republic of China
| | - Lihua Wang
- Department of Nursing, The Second Affiliated Hospital of Nantong University, Nantong, People's Republic of China
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Loftus TJ, Ruppert MM, Ozrazgat-Baslanti T, Balch JA, Efron PA, Tighe PJ, Hogan WR, Rashidi P, Upchurch GR, Bihorac A. Association of Postoperative Undertriage to Hospital Wards With Mortality and Morbidity. JAMA Netw Open 2021; 4:e2131669. [PMID: 34757412 PMCID: PMC8581722 DOI: 10.1001/jamanetworkopen.2021.31669] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
IMPORTANCE Undertriaging patients who are at increased risk for postoperative complications after surgical procedures to low-acuity hospital wards (ie, floors) rather than highly vigilant intensive care units (ICUs) may be associated with risk of unrecognized decompensation and worse patient outcomes, but evidence for these associations is lacking. OBJECTIVE To test the hypothesis that postoperative undertriage is associated with increased mortality and morbidity compared with risk-matched ICU admission. DESIGN, SETTING, AND PARTICIPANTS This longitudinal cross-sectional study was conducted using data from the University of Florida Integrated Data Repository on admissions to a university hospital. Included patients were individuals aged 18 years or older who were admitted after a surgical procedure from June 1, 2014, to August 20, 2020. Data were analyzed from April through August 2021. EXPOSURES Ward admissions were considered undertriaged if their estimated risk for hospital mortality or prolonged ICU stay (ie, ≥48 hours) was in the top quartile among all inpatient surgical procedures according to a validated machine-learning model using preoperative and intraoperative electronic health record features available at surgical procedure end time. A nearest neighbors algorithm was used to identify a risk-matched control group of ICU admissions. MAIN OUTCOMES AND MEASURES The primary outcomes of hospital mortality and morbidity were compared among appropriately triaged ward admissions, undertriaged wards admissions, and a risk-matched control group of ICU admissions. RESULTS Among 12 348 postoperative ward admissions, 11 042 admissions (89.4%) were appropriately triaged (5927 [53.7%] women; median [IQR] age, 59 [44-70] years) and 1306 admissions (10.6%) were undertriaged and matched with a control group of 2452 ICU admissions. The undertriaged group, compared with the control group, had increased median [IQR] age (64 [54-74] years vs 62 [50-73] years; P = .001) and increased proportions of women (649 [49.7%] women vs 1080 [44.0%] women; P < .001) and admitted patients with do not resuscitate orders before first surgical procedure (53 admissions [4.1%] vs 27 admissions [1.1%]); P < .001); 207 admissions that were undertriaged (15.8%) had subsequent ICU admission. In the validation cohort, hospital mortality and prolonged ICU stay estimations had areas under the receiver operating characteristic curve of 0.92 (95% CI, 0.91-0.93) and 0.92 (95% CI, 0.92-0.92), respectively. The undertriaged group, compared with the control group, had similar incidence of prolonged mechanical ventilation (32 admissions [2.5%] vs 53 admissions [2.2%]; P = .60), decreased median (IQR) total costs for admission ($26 900 [$18 400-$42 300] vs $32 700 [$22 700-$48 500]; P < .001), increased median (IQR) hospital length of stay (8.1 [5.1-13.6] days vs 6.0 [3.3-9.3] days, P < .001), and increased incidence of hospital mortality (19 admissions [1.5%] vs 17 admissions [0.7%]; P = .04), discharge to hospice (23 admissions [1.8%] vs 14 admissions [0.6%]; P < .001), unplanned intubation (45 admissions [3.4%] vs 49 admissions [2.0%]; P = .01), and acute kidney injury (341 admissions [26.1%] vs 477 admissions [19.5%]; P < .001). CONCLUSIONS AND RELEVANCE This study found that admitted patients at increased risk for postoperative complications who were undertriaged to hospital wards had increased mortality and morbidity compared with a risk-matched control group of admissions to ICUs. Postoperative undertriage was identifiable using automated preoperative and intraoperative data as features in real-time machine-learning models.
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Affiliation(s)
- Tyler J. Loftus
- Department of Surgery, University of Florida Health, Gainesville
- Precision and Intelligent Systems in Medicine Research Partnership, University of Florida, Gainesville
| | - Matthew M. Ruppert
- Precision and Intelligent Systems in Medicine Research Partnership, University of Florida, Gainesville
- Department of Medicine, University of Florida Health, Gainesville
| | - Tezcan Ozrazgat-Baslanti
- Precision and Intelligent Systems in Medicine Research Partnership, University of Florida, Gainesville
- Department of Medicine, University of Florida Health, Gainesville
| | - Jeremy A. Balch
- Department of Surgery, University of Florida Health, Gainesville
| | - Philip A. Efron
- Department of Surgery, University of Florida Health, Gainesville
| | - Patrick J. Tighe
- Department of Anesthesiology, University of Florida Health, Gainesville
- Department of Orthopaedic Surgery and Sports Medicine, University of Florida Health, Gainesville
- Department of Information Systems and Operations Management, University of Florida Health, Gainesville
| | - William R. Hogan
- Department of Health Outcomes and Biomedical Informatics, University of Florida College of Medicine, Gainesville
| | - Parisa Rashidi
- Precision and Intelligent Systems in Medicine Research Partnership, University of Florida, Gainesville
- Department of Biomedical Engineering, University of Florida, Gainesville
- Department of Computer and Information Science and Engineering, University of Florida, Gainesville
- Department of Electrical and Computer Engineering, University of Florida, Gainesville
| | | | - Azra Bihorac
- Precision and Intelligent Systems in Medicine Research Partnership, University of Florida, Gainesville
- Department of Medicine, University of Florida Health, Gainesville
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Survival of In-Hospital Cardiac Arrest in COVID-19 Infected Patients. Healthcare (Basel) 2021; 9:healthcare9101315. [PMID: 34682995 PMCID: PMC8544395 DOI: 10.3390/healthcare9101315] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 09/22/2021] [Accepted: 09/24/2021] [Indexed: 01/08/2023] Open
Abstract
Background: There are limited data regarding the outcome of in-hospital cardiopulmonary resuscitation (CPR) in COVID-19 patients. In this study, we compared the outcomes of in-hospital cardiac arrests (IHCA) before and at the peak of the COVID-19 pandemic at Montefiore Medical Center in the Bronx, New York, United States. We also identified the most common comorbidities associated with poor outcomes in our community. Methods: This was a multi-site, single-center, retrospective, observational study. Inclusion criteria for COVID patients were all confirmed positive cases who had in-hospital cardiac arrest (IHCA) between 1 March 2020 and 30 June 2020. The non-COVID cohort included all cardiac arrest cases who had IHCA in 2019. We excluded all out-of-hospital cardiac arrest (OHCA). We compared actual survival to that predicted by the GO-FAR score, a validated prediction model for determining survival following IHCA. Results: There were 334 cases in 2019 compared to 450 cases during the specified period in 2020. Patients who initially survived cardiac arrest but then had their code statuses changed to do not resuscitate (DNR) were excluded. Groups were similar in terms of sex distribution, and both had an average age of about 66 years. Seventy percent of COVID patients were of Black or Hispanic ethnicity. A shockable rhythm was present in 7% of COVID patients and 17% of non-COVID patients (p < 0.05). COVID patients had higher BMI (30.7 vs. 28.4, p < 0.05), higher prevalence of diabetes mellitus (58% vs. 38%, p < 0.05), and lower incidence of coronary artery disease (22% vs. 35%, p < 0.05). Both groups had almost similar predicted average survival rates based on the GO-FAR score, but only 1.5% of COVID patients survived to discharge compared to 7% of non-COVID patients (p < 0.05). Conclusion: The rate of survival to hospital discharge in COVID-19 patients who suffer IHCA is worse than in non-COVID patients, and lower than that predicted by the GO-FAR score. This finding may help inform our patient population about risk factors associated with high mortality in COVID-19 infection, as well as educate hospitalized patients and healthcare proxies in the setting of code status designation.
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What are the care needs of families experiencing cardiac arrest?: A survivor and family led scoping review. Resuscitation 2021; 168:119-141. [PMID: 34592400 DOI: 10.1016/j.resuscitation.2021.09.019] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 08/30/2021] [Accepted: 09/16/2021] [Indexed: 11/20/2022]
Abstract
AIM The sudden and unexpected cardiac arrest of a family member can be a grief-filled and life-altering event. Every year many hundreds of thousands of families experience the cardiac arrest of a family member. However, care of the family during the cardiac arrest and afteris poorly understood and incompletely described. This review has been performed with persons with lived experience of cardiac arrest to describe, "What are the needs of families experiencing cardiac arrest?" from the moment of collapse until the outcome is known. METHODS This review was guided by specific methodological framework and reporting items (PRISMA-ScR) as well as best practices in patient and public involvement in research and reporting (GRIPP2). A search strategy was developed for eight online databases and a grey literature review. Two reviewers independently assessed all articles for inclusion and extracted relevant study information. RESULTS We included 47 articles examining the experience and care needs of families experiencing cardiac arrest of a family member. Forty one articles were analysed as six represented duplicate data. Ten family care need themes were identified across five domains. The domains and themes transcended cardiac arrest setting, aetiology, family-member age and family composition. The five domains were i) focus on the family member in cardiac arrest, ii) collaboration of the resuscitation team and family, iii) consideration of family context, iv) family post-resuscitation needs, and v) dedicated policies and procedures. We propose a conceptual model of family centred cardiac arrest. CONCLUSION Our review provides a comprehensive mapping and description of the experience of families and their care needs during the cardiac arrest of a family-member. Furthermore, our review was conducted with co-investigators and collaborators with lived experience of cardiac arrest (survivors and family members of survivors and non-survivors alike). The conceptual framework of family centred cardiac arrest care presented may aid resuscitation scientists and providers in adopting greater family centeredness to their work.
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Dutta A, Alirhayim Z, Masmoudi Y, Azizian J, McDonald L, Jogu HR, Qureshi WT, Majeed N. Brain Natriuretic Peptide as a Marker of Adverse Neurological Outcomes Among Survivors of Cardiac Arrest. J Intensive Care Med 2021; 37:803-809. [PMID: 34459680 DOI: 10.1177/08850666211034728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Neurological prognosis after cardiac arrest remains ill-defined. Plasma brain natriuretic peptide (BNP) may relate to poor neurological prognosis in brain-injury patients, though it has not been well studied in survivors of cardiac arrest. METHODS We performed a retrospective review and examined the association of BNP with mortality and neurological outcomes at discharge in a cohort of cardiac arrest survivors enrolled from January 2012 to December 2016 at the Wake Forest Baptist Hospital, in North Carolina. Cerebral performance category (CPC) and modified Rankin scales were calculated from the chart based on neurological evaluation performed at the time of discharge. The cohort was subdivided into quartiles based on their BNP levels after which multivariable adjusted logistic regression models were applied to assess for an association between BNP and poor neurological outcomes as defined by a CPC of 3 to 4 and a modified Rankin scale of 4 to 5. RESULTS Of the 657 patients included in the study, 254 patients survived until discharge. Among these, poor neurological status was observed in 101 (39.8%) patients that had a CPC score of 3 to 4 and 97 patients (38.2%) that had a modified Rankin scale of 4 to 5. Mean BNP levels were higher in patients with poor neurological status compared to those with good neurological status at discharge (P = .03 for CPC 3-4 and P = .02 for modified Rankin score 4-5). BNP levels however, did not vary significantly between patients that survived and those that expired (P = .22). BNP did emerge as a significant discriminator between patients with severe neurological disability at discharge when compared to those without. The area under the curve for BNP predicting a modified Rankin score of 4 to 5 was 0.800 (95% confidence interval [CI] 0.756-0.844, P < .001) and for predicting CPC 3 to 4 was 0.797 (95% CI 0.756-0.838, P < .001). BNP was able to significantly improve the net reclassification index and integrated discriminatory increment (P < .05). BNP was not associated with long-term all-cause mortality (P > .05). CONCLUSIONS In survivors of either inpatient or out-of-hospital cardiac arrest, increased BNP levels measured at the time of arrest predicted severe neurological disability at discharge. We did not observe an independent association between BNP levels and long-term all-cause mortality. BNP may be a useful biomarker for predicting adverse neurological outcomes in survivors of cardiac arrest.
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Affiliation(s)
- Abhishek Dutta
- 571678Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Zaid Alirhayim
- 144889King Fahad Specialist Hospital, Dammam, Saudi Arabia
| | - Youssef Masmoudi
- 12280Wake Forest University School of Medicine, Winston Salem, NC, USA
| | - John Azizian
- 12280Wake Forest University School of Medicine, Winston Salem, NC, USA
| | | | - Hanumantha R Jogu
- 12280Wake Forest University School of Medicine, Winston Salem, NC, USA
| | - Waqas T Qureshi
- 12262University of Massachusetts School of Medicine, Worcester, MA, USA
| | - Nasir Majeed
- Wake Forest Baptist Hospital, North Carolina, USA
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Gamma-Glutamyl Transpeptidase to Platelet Ratio: A New Inflammatory Marker Associated with Outcomes after Cardiac Arrest. Mediators Inflamm 2021; 2021:5537966. [PMID: 34434073 PMCID: PMC8380508 DOI: 10.1155/2021/5537966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 05/14/2021] [Accepted: 08/03/2021] [Indexed: 11/25/2022] Open
Abstract
Introduction In recent years, gamma-glutamyl transpeptidase to platelet ratio (GPR) has been proposed as a new inflammatory marker. We aimed to evaluate the association between GPR and outcomes after cardiac arrest (CA). Methods A total of 354 consecutive patients with CA were included in this retrospective study. Patients were divided into three groups according to tertiles of GPR (low, n = 119; middle, n = 117; and high, n = 118). To determine the relationship between GPR and prognosis, a logistic regression analysis was performed. The ability of GPR to predict the outcomes was evaluated by receiver operating characteristic (ROC) curve analysis. Two prediction models were established, and the likelihood ratio test (LRT) and the Akaike Information Criterion (AIC) were utilized for model comparison. Results Among the 354 patients (age 62 [52, 74], 254/354 male) who were finally included in the analysis, those in the high GPR group had poor outcomes. Multivariate logistic regression analysis revealed that GPR was independently associated with the three outcomes, for ICU mortality (odds ratios (OR) = 1.738, 95% confidence interval (CI): 1.221-2.474, P = 0.002), hospital mortality (OR = 1.676[1.164 − 2.413], P = 0.005), and unfavorable neurologic outcomes (OR = 1.623[1.121 − 2.351], P = 0.010). The area under the ROC curve was 0.611 (95% Cl: 0.558-0.662) for ICU mortality, 0.600 (95% CI: 0.547-0.651) for hospital mortality, and 0.602 (95% CI: 0.549-0.653) for unfavorable neurologic outcomes. Further, the LRT analysis showed that compared with the model without GPR, the GPR-combined model had a higher likelihood ratio χ2 score and smaller AIC. Conclusion GPR, as an inflammatory indicator, was independently associated with outcomes after CA. GPR is helpful in estimating the clinical outcomes of patients with CA.
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Dafaalla M, Rashid M, Weston C, Kinnaird T, Gurm H, Appleby C, Shoaib A, Stevens C, Alraies CM, Curzen N, Mamas MA. Effect of Location on Treatment and Outcomes of Cardiac Arrest Complicating Acute Myocardial Infarction in England & Wales. Am J Cardiol 2021; 152:1-10. [PMID: 34127249 DOI: 10.1016/j.amjcard.2021.04.032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Revised: 04/14/2021] [Accepted: 04/19/2021] [Indexed: 12/01/2022]
Abstract
We investigated the incidence, management, and outcomes of acute myocardial infarction (AMI) patients according to cardiac arrest location. Patients admitted with a diagnosis of AMI between January 1, 2010 to March 31, 2017 from the Myocardial Ischaemia National Audit Project (MINAP) were studied. We used logistic regression models to evaluate predictors of the clinical outcomes and treatment strategy. The study population consisted of 580,796 patients admitted with AMI stratified into three groups: out of hospital cardiac arrest (OOHCA) (16,278[2.8%]), in-hospital cardiac arrest (IHCA) (21,073[3.7%]), plus a reference group consisting of those without cardiac arrest (non-cardiac arrest (543,418[93.5%]). IHCA declined steadily (from 666 per 1000 in 2010 to 477 per 1000 AMI with cardiac arrest admissions in 2017) with a commensurate rise in OOHCA (from 344 per 1000 to 533 per 1000 AMI with cardiac arrest admissions). Coronary angiography utilization (OOHCA 81.1% vs IHCA 60.3% vs non-cardiac arrest 70.4%, p < 0.001) and PCI (OOHCA 40% vs IHCA 32.8% vs non-cardiac arrest 45.2%, p < 0.001) were higher in OOHCA. In-hospital mortality odds were greatest for IHCA (OR 35.3, 95% CI 33.4-37.2) compared to OOHCA (OR 12.7, 95% CI 11.9-13.6), with the worse outcomes seen in patients on medical wards (OR 97.37, 95% CI 87.02-108.95) and the best outcomes seen in the emergency department (OR 8.35, 95% CI 7.32-9.53). In conclusion, outcomes of AMI complicated by cardiac arrest depended on cardiac arrest location, especially the outcomes of the IHCA.
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Affiliation(s)
- Mohamed Dafaalla
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom; Department of cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Muhammad Rashid
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom; Department of cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Clive Weston
- Glangwili General Hospital, Carmarthen, Wales, United Kingdom
| | - Tim Kinnaird
- University Hospital of Wales, Cardiff, United Kingdom
| | - Hitinder Gurm
- Cardiovascular Medicine, University of Michigan, Ann Arbor, Michigan
| | - Clare Appleby
- Department of Cardiology, Liverpool Heart and Chest Hospital, Liverpool, United Kingdom
| | - Ahmad Shoaib
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom; Department of cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom
| | - Chris Stevens
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom
| | - Chadi M Alraies
- Division of Cardiovascular Medicine, Detroit Medical Center, Detroit, Michigan
| | - Nick Curzen
- Coronary Research Group, University Hospital Southampton NHS Trust and Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, School of Medicine, Keele University, Stoke-on-Trent, United Kingdom; Department of cardiology, Royal Stoke University Hospital, Stoke-on-Trent, United Kingdom; Department of Medicine, Thomas Jefferson University, Philadelphia, Pennsylvania.
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Patyna S, Riekert K, Buettner S, Wagner A, Volk J, Weiler H, Erath-Honold JW, Geiger H, Fichtlscherer S, Honold J. Acute kidney injury after in-hospital cardiac arrest in a predominant internal medicine and cardiology patient population: incidence, risk factors, and impact on survival. Ren Fail 2021; 43:1163-1169. [PMID: 34315321 PMCID: PMC8330738 DOI: 10.1080/0886022x.2021.1956538] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Introduction Prognosis of survivors from cardiac arrest is generally poor. Acute kidney injury (AKI) is a common finding in these patients. In general, AKI is well characterized as a marker of adverse outcome. In-hospital cardiac arrest (IHCA) represents a special subset of cardiac arrest scenarios with differential predisposing factors and courses after the event, compared to out-of-hospital resuscitations. Data about AKI in survivors after in-hospital cardiac arrest are scarce. Methods In this study, we retrospectively analyzed patients after IHCA for incidence and risk factors of AKI and its prognostic impact on mortality. For inclusion in the analysis, patients had to survive at least 48 h after IHCA. Results A total of 238 IHCA events with successful resuscitation and survival beyond 48 h after the initial event were recorded. Of those, 89.9% were patients of internal medicine, and 10.1% of patients from surgery, neurology or other departments. In 120/238 patients (50.4%), AKI was diagnosed. In 28 patients (23.3%), transient or permanent renal replacement therapy had to be initiated. Male gender, preexisting chronic kidney disease and a non-shockable first ECG rhythm during resuscitation were significantly associated with a higher incidence of AKI in IHCA-survivors. In-hospital mortality in survivors from IHCA without AKI was 29.7%, and 60.8% in patients after IHCA who developed AKI (p < 0.01 between groups). By multivariate analysis, AKI after IHCA persisted as an independent predictor of in-hospital mortality (HR 3.7 (95% CI 2.14–6.33, p ≤ 0.01)). Conclusion In this cohort of survivors from IHCA, AKI is a frequent finding, with adverse impact on outcome. Therefore, therapeutic strategies to prevent AKI in post-IHCA patients are warranted.
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Affiliation(s)
- Sammy Patyna
- Department of Internal Medicine III/Nephrology, University Hospital Frankfurt, Frankfurt, Germany
| | - Kirsten Riekert
- Department of Internal Medicine III/Nephrology, University Hospital Frankfurt, Frankfurt, Germany
| | - Stefan Buettner
- Department of Internal Medicine III/Nephrology, University Hospital Frankfurt, Frankfurt, Germany
| | - Anna Wagner
- Department of Internal Medicine III/Cardiology, University Hospital Frankfurt, Frankfurt, Germany
| | - Johannes Volk
- Department of Internal Medicine III/Cardiology, University Hospital Frankfurt, Frankfurt, Germany
| | - Helge Weiler
- Department of Internal Medicine III/Cardiology, University Hospital Frankfurt, Frankfurt, Germany
| | - Julia W Erath-Honold
- Department of Internal Medicine III/Cardiology, University Hospital Frankfurt, Frankfurt, Germany
| | - Helmut Geiger
- Department of Internal Medicine III/Nephrology, University Hospital Frankfurt, Frankfurt, Germany
| | - Stephan Fichtlscherer
- Department of Internal Medicine III/Cardiology, University Hospital Frankfurt, Frankfurt, Germany
| | - Jörg Honold
- Department of Internal Medicine III/Cardiology, University Hospital Frankfurt, Frankfurt, Germany
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