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Talikowska M, Ball S, Majewski D, Belcher J, Brits R, Gallant S, Finn L, Finn J. Out-of-hospital cardiac arrest in residential aged care facilities is independently associated with lower survival in Perth, Australia. Resusc Plus 2023; 16:100495. [PMID: 38033345 PMCID: PMC10685000 DOI: 10.1016/j.resplu.2023.100495] [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: 09/25/2023] [Accepted: 10/23/2023] [Indexed: 12/02/2023] Open
Abstract
Aim To compare out-of-hospital cardiac arrest (OHCA) characteristics and outcomes between people aged ≥ 65 years who arrested in a residential aged care facility (RACF) versus a private residence in Perth, Australia. Methods We undertook a retrospective cohort study of OHCA cases attended by emergency medical services (EMS) in Perth, January 2018-December 2021. OHCA patient and event characteristics and survival outcomes were compared via univariate analysis. Multivariable logistic regression was used to investigate the relationship between residency type and (i) return of spontaneous circulation (ROSC) at emergency department (ED) and (ii) 30-day survival. Results A total of 435 OHCA occurred in RACFs versus 3,395 in private residences. RACF patients were significantly older (median age: 86 [IQR 79, 91] vs 78 [71, 85] years; p < 0.001), more commonly female (50.1% vs 36.8%; p < 0.001), bystander-witnessed arrests (34.9% vs 21.5%; p < 0.001), received bystander cardiopulmonary resuscitation (42.1% vs 28.6%; p < 0.001), had less shockable first monitored rhythms (4.0% vs 8.1%; p = 0.002) and more frequently had a "do not resuscitate" order identified (46.0% vs 13.6%; <0.001). Among those with EMS-attempted resuscitation or with defibrillation before EMS arrival, ROSC at ED and 30-day survival were significantly lower in the RACF group (6.2% vs 18.9%; p < 0.001 and 1.9% vs 7.7%; p < 0.001). The adjusted odds of ROSC at ED (aOR: 0.22 [95%CI: 0.10, 0.46]) and 30-day survival (aOR: 0.20 [95%CI 0.05, 0.92]) were significantly lower for RACF residents. Conclusion RACF residency was an independent predictor of lower survival from OHCA, highlighting the importance of end-of-life planning for RACF residents.
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Affiliation(s)
- Milena Talikowska
- Prehospital, Resuscitation and Emergency Care Research Unit (PRECRU), Curtin School of Nursing, Curtin University, Bentley, Western Australia, Australia
| | - Stephen Ball
- Prehospital, Resuscitation and Emergency Care Research Unit (PRECRU), Curtin School of Nursing, Curtin University, Bentley, Western Australia, Australia
- St John WA, Belmont, Western Australia, Australia
| | - David Majewski
- Prehospital, Resuscitation and Emergency Care Research Unit (PRECRU), Curtin School of Nursing, Curtin University, Bentley, Western Australia, Australia
| | - Jason Belcher
- Prehospital, Resuscitation and Emergency Care Research Unit (PRECRU), Curtin School of Nursing, Curtin University, Bentley, Western Australia, Australia
- St John WA, Belmont, Western Australia, Australia
| | | | - Sheryl Gallant
- Prehospital, Resuscitation and Emergency Care Research Unit (PRECRU), Curtin School of Nursing, Curtin University, Bentley, Western Australia, Australia
| | - Lyndall Finn
- Prehospital, Resuscitation and Emergency Care Research Unit (PRECRU), Curtin School of Nursing, Curtin University, Bentley, Western Australia, Australia
| | - Judith Finn
- Prehospital, Resuscitation and Emergency Care Research Unit (PRECRU), Curtin School of Nursing, Curtin University, Bentley, Western Australia, Australia
- St John WA, Belmont, Western Australia, Australia
- Medical School (Emergency Medicine), The University of Western Australia, Nedlands, Western Australia, Australia
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
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Ohbe H, Nakajima M, Miyamoto Y, Shibahashi K, Matsui H, Yasunaga H, Sasabuchi Y. 1-year functional outcomes after cardiopulmonary resuscitation for older adults with pre-existing long-term care needs. Age Ageing 2023; 52:7181243. [PMID: 37247400 DOI: 10.1093/ageing/afad072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Indexed: 05/31/2023] Open
Abstract
OBJECTIVE To investigate the 1-year functional outcomes after cardiopulmonary resuscitation (CPR) in adults aged ≥65 years with pre-existing long-term care needs. METHODS This population-based cohort study was conducted in Tochigi Prefecture, one of 47 prefectures in Japan. We used medical and long-term care administrative databases, which included data on functional and cognitive impairment that were assessed with the nationally standardised care-needs certification system. Among individuals aged ≥65 years registered between June 2014 and February 2018, patients who underwent CPR were identified. The primary outcome was mortality and care needs at 1 year after CPR. The outcome was stratified by pre-existing care needs before CPR based on the total daily estimated care minutes: no care needs, support levels 1 and 2 and care-needs level 1 (estimated care time 25-49 min), care-needs levels 2 and 3 (50-89 min) and care-needs levels 4 and 5 (≥90 min). RESULTS Among 594,092 eligible individuals, 5,086 (0.9%) underwent CPR. The 1-year mortalities after CPR in patients with no care needs, support levels 1 and 2 and care-needs level 1, care-needs levels 2 and 3 and care-needs levels 4 and 5 were 94.6% (n = 2,207/2,332), 96.1% (n = 736/766), 94.5% (n = 930/984) and 95.9% (n = 963/1,004), respectively. Among survivors, most patients had no change in care needs before and at 1 year after CPR. There was no significant association between pre-existing functional and cognitive impairment and 1-year mortality and care needs after adjusting for potential confounders. CONCLUSION Healthcare providers need to discuss poor survival outcomes after CPR with all older adults and their families in shared decision making.
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Affiliation(s)
- Hiroyuki Ohbe
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, Tokyo 113-0033, Japan
| | - Mikio Nakajima
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, Tokyo 113-0033, Japan
- Emergency Life-Saving Technique Academy of Tokyo, Foundation for Ambulance Service Development, Tokyo 192-0364, Japan
- Emergency and Critical Care Center, Tokyo Metropolitan Hiroo Hospital, Tokyo 150-0013, Japan
| | - Yuki Miyamoto
- Department of Emergency Medicine, Kyoto Prefectural University of Medicine, Kyoto 602-8566, Japan
| | - Keita Shibahashi
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, Tokyo 113-0033, Japan
- Tertiary Emergency Medical Center, Tokyo Metropolitan Bokutoh Hospital, Tokyo 130-8575, Japan
| | - Hiroki Matsui
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, Tokyo 113-0033, Japan
| | - Hideo Yasunaga
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, Tokyo 113-0033, Japan
| | - Yusuke Sasabuchi
- Data Science Center, Jichi Medical University, Tochigi 329-0431, Japan
- Department of Read World Evidence, Graduate School of Medicine, The University of Tokyo, Tokyo 113-0033, Japan
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Lin WC, Huang CH, Chien LT, Tseng HJ, Ng CJ, Hsu KH, Lin CC, Chien CY. Tree-Based Algorithms and Association Rule Mining for Predicting Patients’ Neurological Outcomes After First-Aid Treatment for an Out-of-Hospital Cardiac Arrest During COVID-19 Pandemic: Application of Data Mining. Int J Gen Med 2022; 15:7395-7405. [PMID: 36157293 PMCID: PMC9507444 DOI: 10.2147/ijgm.s384959] [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: 08/10/2022] [Accepted: 09/13/2022] [Indexed: 11/23/2022] Open
Abstract
Objective The authors performed several tree-based algorithms and an association rules mining as data mining tools to find useful determinants for neurological outcomes in out-of-hospital cardiac arrest (OHCA) patients as well as to assess the effect of the first-aid and basic characteristics in the EMS system. Patients and Methods This was a retrospective cohort study. The outcome was Cerebral Performance Categories grading on OHCA patients at hospital discharge. Decision tree-based models inclusive of C4.5 algorithm, classification and regression tree and random forest were built to determine an OHCA patient’s prognosis. Association rules mining was another data mining method which we used to find the combination of prognostic factors linked to the outcome. Results The total of 3520 patients were included in the final analysis. The mean age was 67.53 (±18.4) year-old and 63.4% were men. To overcome the imbalance outcome issue in machine learning, the random forest has a better predictive ability for OHCA patients in overall accuracy (91.19%), weighted precision (88.76%), weighted recall (91.20%) and F1 score (0.9) by oversampling adjustment. Under association rules mining, patients who had any witness on the spot when encountering OHCA or who had ever ROSC during first-aid would be highly correlated with good CPC prognosis. Conclusion The random forest has a better predictive ability for OHCA patients. This paper provides a role model applying several machine learning algorithms to the first-aid clinical assessment that will be promising combining with Artificial Intelligence for applying to emergency medical services.
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Affiliation(s)
- Wei-Chun Lin
- Department of Emergency Medicine, New Taipei Municipal TuCheng Hospital and Chang Gung University, New Taipei City, Taiwan
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Chien-Hsiung Huang
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Graduate Institute of Management, Chang Gung University, Taoyuan, Taiwan
| | - Liang-Tien Chien
- Graduate Institute of Management, Chang Gung University, Taoyuan, Taiwan
- Fire Department, Taoyuan City Government, Taoyuan, Taiwan
| | - Hsiao-Jung Tseng
- Department of Statistics and Information Science, Fu Jen Catholic University, New Taipei City, Taiwan
- Biostatistics Unit, Clinical Trial Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Chip-Jin Ng
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Taipei, Taiwan
| | - Kuang-Hung Hsu
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Laboratory for Epidemiology, Chang Gung University, Taoyuan, Taiwan
- Laboratory for Epidemiology, Department of Health Care Management, Healthy Aging Research Center, Chang Gung University, Taoyuan, Taiwan
- Research Center for Food and Cosmetic Safety, College of Human Ecology, Chang Gung University of Science and Technology, Taoyuan, Taiwan
- Department of Safety, Health and Environmental Engineering, Ming Chi University of Technology, New Taipei City, Taiwan
| | - Chi-Chun Lin
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Department of Emergency Medicine, Ton-Yen General Hospital, Zhubei, Taiwan
| | - Cheng-Yu Chien
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Graduate Institute of Management, Chang Gung University, Taoyuan, Taiwan
- Department of Emergency Medicine, Ton-Yen General Hospital, Zhubei, Taiwan
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
- Correspondence: Cheng-Yu Chien, Department of Emergency Medicine, Chang Gung Memorial Hospital, No. 5 Fushing St., Gueishan Dist, Taoyuan City, Taiwan, Tel +886-3-3281200 # 2505, Fax +886-3-3287715, Email
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Važanić D, Prkačin I, Nesek-Adam V, Kurtović B, Rotim C. OUT-OF-HOSPITAL CARDIAC ARREST OUTCOMES - BYSTANDER CARDIOPULMONARY RESUSCITATION RATE IMPROVEMENT. Acta Clin Croat 2022; 61:265-272. [PMID: 36818936 PMCID: PMC9934036 DOI: 10.20471/acc.2022.61.02.13] [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: 12/07/2020] [Accepted: 02/12/2021] [Indexed: 02/10/2023] Open
Abstract
Approximately 8000 people suffer from an out-of-hospital cardiac arrest (OHCA) in the Republic of Croatia every year. OHCA survival rates generally remain low despite major advances in resuscitation. Its incidence and survival rate are well known in many European countries, but reliable data on OHCA in Croatia are lacking. The aim of the study was to determine survival rate of patients with OHCA in the Republic of Croatia and the importance of the community bystander cardiopulmonary resuscitation (CPR) rates in the survival chain. This prospective observational study performed between October 1, 2017 and December 31, 2017 included all adult patients with OHCA in Croatia who were treated by Emergency Medical Services (EMS). OHCA data were collected from the Croatian Institute of Emergency Medicine database and Utstein cardiac arrest data collection form. Descriptive data presentation was used in the analyses. Data were expressed as absolute frequencies and percentages and central tendency measures. Testing of correlations in return of spontaneous circulation (ROSC) was performed by logistic regression. During the observation period, a total of 1763 adult patients without signs of circulation were assessed by EMS in Croatia and 760 (43%) adult patients were resuscitated by EMS personnel. Outcomes measured in ROSC until emergency department admission were reported in 126 (17%) cases. Shockable rhythm vs. non-shockable rhythm (OR: 5.832, 95% CI: 3.621-9.392; p<0.001) and bystander witnessed cardiac arrest (OR: 8.213, 95% CI: 2.554-26.411, p<0.001) were significantly associated with a higher probability of survival. There was no significant difference in correlation with day or night shift, etiology of cardiac arrest and bystander CPR variables. Survival rate of OHCA patients who received CPR until emergency department admission in Croatia was 17%. A higher survival rate post-OHCA was more likely among patients who received bystander CPR and had shockable rhythm.
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Affiliation(s)
- Damir Važanić
- Croatian Institute for Emergency Medicine, Zagreb, Croatia;,Catholic University of Croatia, Zagreb, Croatia;,University of Applied Health Sciences, Zagreb, Croatia
| | - Ingrid Prkačin
- Department of Internal Medicine, Merkur University Hospital, Zagreb, Croatia;,University of Zagreb, School of Medicine, Zagreb, Croatia
| | - Višnja Nesek-Adam
- Department for Anesthesiology, Resuscitation and Intensive Care, Sveti Duh University Hospital, Zagreb, Croatia;,Josip Juraj Strossmayer University of Osijek, Faculty of Medicine, Osijek, Croatia
| | | | - Cecilija Rotim
- University of Applied Health Sciences, Zagreb, Croatia;,Andrija Štampar Teaching Institute of Public Health, Zagreb, Croatia
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Okada Y, Komukai S, Kitamura T, Kiguchi T, Irisawa T, Yamada T, Yoshiya K, Park C, Nishimura T, Ishibe T, Yagi Y, Kishimoto M, Inoue T, Hayashi Y, Sogabe T, Morooka T, Sakamoto H, Suzuki K, Nakamura F, Matsuyama T, Nishioka N, Kobayashi D, Matsui S, Hirayama A, Yoshimura S, Kimata S, Shimazu T, Ohtsuru S, Iwami T. Clinical Phenotyping of Out-of-Hospital Cardiac Arrest Patients With Shockable Rhythm - Machine Learning-Based Unsupervised Cluster Analysis. Circ J 2022; 86:668-676. [PMID: 34732587 DOI: 10.1253/circj.cj-21-0675] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND The hypothesis of this study is that latent class analysis could identify the subphenotypes of out-of-hospital cardiac arrest (OHCA) patients associated with the outcomes and allow us to explore heterogeneity in the effects of extracorporeal cardiopulmonary resuscitation (ECPR). METHODS AND RESULTS This study was a retrospective analysis of a multicenter prospective observational study (CRITICAL study) of OHCA patients. It included adult OHCA patients with initial shockable rhythm. Patients from 2012 to 2016 (development dataset) were included in the latent class analysis, and those from 2017 (validation dataset) were included for evaluation. The association between subphenotypes and outcomes was investigated. Further, the heterogeneity of the association between ECPR implementation and outcomes was explored. In the study results, a total of 920 patients were included for latent class analysis. Three subphenotypes (Groups 1, 2, and 3) were identified, mainly characterized by the distribution of partial pressure of O2(PO2), partial pressure of CO2(PCO2) value of blood gas assessment, cardiac rhythm on hospital arrival, and estimated glomerular filtration rate. The 30-day survival outcomes were varied across the groups: 15.7% in Group 1; 30.7% in Group 2; and 85.9% in Group 3. Further, the association between ECPR and 30-day survival outcomes by subphenotype groups in the development dataset was as varied. These results were validated using the validation dataset. CONCLUSIONS The latent class analysis identified 3 subphenotypes with different survival outcomes and potential heterogeneity in the effects of ECPR.
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Affiliation(s)
- Yohei Okada
- Department of Preventive Services, School of Public Health, Kyoto University
- Department of Primary Care and Emergency Medicine, Graduate School of Medicine, Kyoto University
| | - Sho Komukai
- Division of Biomedical Statistics, Department of Integrated Medicine, Graduate School of Medicine, Osaka University
| | - Tetsuhisa Kitamura
- Division of Environmental Medicine and Population Sciences, Department of Social and Environmental Medicine, Graduate School of Medicine, Osaka University
| | | | - Taro Irisawa
- Department of Traumatology and Acute Critical Medicine, Graduate School of Medicine, Osaka University
| | - Tomoki Yamada
- Emergency and Critical Care Medical Center, Osaka Police Hospital
| | - Kazuhisa Yoshiya
- Department of Emergency and Critical Care Medicine, Kansai Medical University, Takii Hospital
| | - Changhwi Park
- Department of Emergency Medicine, Tane General Hospital
| | | | - Takuya Ishibe
- Department of Emergency and Critical Care Medicine, Kindai University Faculty of Medicine
| | | | | | | | | | - Taku Sogabe
- Traumatology and Critical Care Medical Center, National Hospital Organization Osaka National Hospital
| | - Takaya Morooka
- Emergency and Critical Care Medical Center, Osaka City General Hospital
| | | | - Keitaro Suzuki
- Emergency and Critical Care Medical Center, Kishiwada Tokushukai Hospital
| | - Fumiko Nakamura
- Department of Emergency and Critical Care Medicine, Kansai Medical University
| | - Tasuku Matsuyama
- Department of Emergency Medicine, Kyoto Prefectural University of Medicine
| | - Norihiro Nishioka
- Department of Preventive Services, School of Public Health, Kyoto University
| | - Daisuke Kobayashi
- Department of Preventive Services, School of Public Health, Kyoto University
| | - Satoshi Matsui
- Division of Environmental Medicine and Population Sciences, Department of Social and Environmental Medicine, Graduate School of Medicine, Osaka University
| | - Atsushi Hirayama
- Public Health, Department of Social and Environmental Medicine, Graduate School of Medicine, Osaka University
| | - Satoshi Yoshimura
- Department of Preventive Services, School of Public Health, Kyoto University
| | - Shunsuke Kimata
- Department of Preventive Services, School of Public Health, Kyoto University
| | - Takeshi Shimazu
- Department of Traumatology and Acute Critical Medicine, Graduate School of Medicine, Osaka University
| | - Shigeru Ohtsuru
- Department of Primary Care and Emergency Medicine, Graduate School of Medicine, Kyoto University
| | - Taku Iwami
- Department of Preventive Services, School of Public Health, Kyoto University
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Wong PPY, Low CT, Cai W, Leung KTY, Lai PC. A spatiotemporal data mining study to identify high-risk neighborhoods for out-of-hospital cardiac arrest (OHCA) incidents. Sci Rep 2022; 12:3509. [PMID: 35241706 PMCID: PMC8894461 DOI: 10.1038/s41598-022-07442-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 02/16/2022] [Indexed: 11/09/2022] Open
Abstract
Out-of-hospital cardiac arrest (OHCA) is a worldwide health problem. The aim of the study is to utilize the territorial-wide OHCA data of Hong Kong in 2012-2015 to examine its spatiotemporal pattern and high-risk neighborhoods. Three techniques for spatiotemporal data mining (SaTScan's spatial scan statistic, Local Moran's I, and Getis Ord Gi*) were used to extract high-risk neighborhoods of OHCA occurrence and identify local clusters/hotspots. By capitalizing on the strengths of these methods, the results were then triangulated to reveal "truly" high-risk OHCA clusters. The final clusters for all ages and the elderly 65+ groups exhibited relatively similar patterns. All ages groups were mainly distributed in the urbanized neighborhoods throughout Kowloon. More diverse distribution primarily in less accessible areas was observed among the elderly group. All outcomes were further converted into an index for easy interpretation by the general public. Noticing the spatial mismatches between hospitals and ambulance depots (representing supplies) and high-risk neighborhoods (representing demands), this setback should be addressed along with public education and strategic ambulance deployment plan to shorten response time and improve OHCA survival rate. This study offers policymakers and EMS providers essential spatial evidence to assist with emergency healthcare planning and informed decision-making.
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Affiliation(s)
- Paulina Pui-Yun Wong
- Science Unit, Lingnan University, Tuen Mun, Hong Kong SAR. .,Institute of Policy Studies, Lingnan University, Tuen Mun, Hong Kong SAR. .,LEO Dr David P. Chan Institute of Data Science, Lingnan University, Tuen Mun, Hong Kong SAR.
| | - Chien-Tat Low
- Department of Geography, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR
| | - Wenhui Cai
- Science Unit, Lingnan University, Tuen Mun, Hong Kong SAR
| | | | - Poh-Chin Lai
- Department of Geography, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR
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7
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Okada Y, Komukai S, Kitamura T, Kiguchi T, Irisawa T, Yamada T, Yoshiya K, Park C, Nishimura T, Ishibe T, Yagi Y, Kishimoto M, Inoue T, Hayashi Y, Sogabe T, Morooka T, Sakamoto H, Suzuki K, Nakamura F, Matsuyama T, Nishioka N, Kobayashi D, Matsui S, Hirayama A, Yoshimura S, Kimata S, Shimazu T, Ohtsuru S, Iwami T. Clustering out‐of‐hospital cardiac arrest patients with non‐shockable rhythm by machine learning latent class analysis. Acute Med Surg 2022; 9:e760. [PMID: 35664809 PMCID: PMC9136939 DOI: 10.1002/ams2.760] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 05/11/2022] [Indexed: 11/26/2022] Open
Abstract
Aim We aimed to identify subphenotypes among patients with out‐of‐hospital cardiac arrest (OHCA) with initial non‐shockable rhythm by applying machine learning latent class analysis and examining the associations between subphenotypes and neurological outcomes. Methods This study was a retrospective analysis within a multi‐institutional prospective observational cohort study of OHCA patients in Osaka, Japan (the CRITICAL study). The data of adult OHCA patients with medical causes and initial non‐shockable rhythm presenting with OHCA between 2012 and 2016 were included in machine learning latent class analysis models, which identified subphenotypes, and patients who presented in 2017 were included in a dataset validating the subphenotypes. We investigated associations between subphenotypes and 30‐day neurological outcomes. Results Among the 12,594 patients in the CRITICAL study database, 4,849 were included in the dataset used to classify subphenotypes (median age: 75 years, 60.2% male), and 1,465 were included in the validation dataset (median age: 76 years, 59.0% male). Latent class analysis identified four subphenotypes. Odds ratios and 95% confidence intervals for a favorable 30‐day neurological outcome among patients with these subphenotypes, using group 4 for comparison, were as follows; group 1, 0.01 (0.001–0.046); group 2, 0.097 (0.051–0.171); and group 3, 0.175 (0.073–0.358). Associations between subphenotypes and 30‐day neurological outcomes were validated using the validation dataset. Conclusion We identified four subphenotypes of OHCA patients with initial non‐shockable rhythm. These patient subgroups presented with different characteristics associated with 30‐day survival and neurological outcomes.
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Affiliation(s)
- Yohei Okada
- Department of Preventive Services, School of Public Health Kyoto University Kyoto Japan
- Department of Primary Care and Emergency Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Sho Komukai
- Division of Biomedical Statistics, Department of Integrated Medicine, Graduate School of Medicine Osaka University Suita Japan
| | - Tetsuhisa Kitamura
- Division of Environmental Medicine and Population Sciences, Department of Social and Environmental Medicine, Graduate School of Medicine Osaka University Osaka Japan
| | - Takeyuki Kiguchi
- Critical Care and Trauma Center Osaka General Medical Center Osaka Japan
| | - Taro Irisawa
- Department of Traumatology and Acute Critical Medicine Osaka University Graduate School of Medicine Suita Japan
| | - Tomoki Yamada
- Emergency and Critical Care Medical Center Osaka Police Hospital Osaka Japan
| | - Kazuhisa Yoshiya
- Department of Emergency and Critical Care Medicine Takii Hospital, Kansai Medical University Moriguchi Japan
| | - Changhwi Park
- Department of Emergency Medicine Tane General Hospital Osaka Japan
| | - Tetsuro Nishimura
- Department of Critical Care Medicine Osaka City University Osaka Japan
| | - Takuya Ishibe
- Department of Emergency and Critical Care Medicine Kindai University School of Medicine Osaka‐Sayama Japan
| | - Yoshiki Yagi
- Osaka Mishima Emergency Critical Care Center Takatsuki Japan
| | - Masafumi Kishimoto
- Osaka Prefectural Nakakawachi Medical Center of Acute Medicine Higashi‐Osaka Japan
| | | | - Yasuyuki Hayashi
- Senri Critical Care Medical Center Saiseikai Senri Hospital Suita Japan
| | - Taku Sogabe
- Traumatology and Critical Care Medical Center National Hospital Organization Osaka National Hospital Osaka Japan
| | - Takaya Morooka
- Emergency and Critical Care Medical Center Osaka City General Hospital Osaka Japan
| | - Haruko Sakamoto
- Department of Pediatrics Osaka Red Cross Hospital Osaka Japan
| | - Keitaro Suzuki
- Emergency and Critical Care Medical Center Kishiwada Tokushukai Hospital Osaka Japan
| | - Fumiko Nakamura
- Department of Emergency and Critical Care Medicine Kansai Medical University Hirakata Osaka Japan
| | - Tasuku Matsuyama
- Department of Emergency Medicine Kyoto Prefectural University of Medicine Kyoto Japan
| | - Norihiro Nishioka
- Department of Preventive Services, School of Public Health Kyoto University Kyoto Japan
| | - Daisuke Kobayashi
- Department of Preventive Services, School of Public Health Kyoto University Kyoto Japan
| | - Satoshi Matsui
- Division of Environmental Medicine and Population Sciences, Department of Social and Environmental Medicine, Graduate School of Medicine Osaka University Osaka Japan
| | - Atsushi Hirayama
- Public Health, Department of Social and Environmental Medicine Osaka University Graduate School of Medicine Osaka Japan
| | - Satoshi Yoshimura
- Department of Preventive Services, School of Public Health Kyoto University Kyoto Japan
| | - Shunsuke Kimata
- Department of Preventive Services, School of Public Health Kyoto University Kyoto Japan
| | - Takeshi Shimazu
- Department of Traumatology and Acute Critical Medicine Osaka University Graduate School of Medicine Suita Japan
| | - Shigeru Ohtsuru
- Department of Primary Care and Emergency Medicine, Graduate School of Medicine Kyoto University Kyoto Japan
| | - Taku Iwami
- Department of Preventive Services, School of Public Health Kyoto University Kyoto Japan
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Yamagishi Y, Oginosawa Y, Fujino Y, Yagyu K, Miyamoto T, Tsukahara K, Ohe H, Kohno R, Abe H. Incidence of out-of-hospital cardiac arrests and survival rates after 1 month among the Japanese working population: a cohort study. BMJ Open 2021; 11:e047932. [PMID: 34872993 PMCID: PMC8650304 DOI: 10.1136/bmjopen-2020-047932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVES The prevention and improvement of the prognosis of out-of-hospital cardiac arrests (OHCAs) are important issues especially with respect to their social and economic significance in working populations. The age distribution of the working population in Japan is expected to change continually due to its ageing society and extension of retirement; however, few reports have examined the long-term condition of OHCA in the working population, defined by age. The aim of this study was to determine the incidence of OHCAs and the survival rates after 1 month, among the Japanese working population, defined by age, considering the changing age distribution. DESIGN AND SETTING We analysed the All-Japan Utstein registry, a prospective, nationwide, population-based, observational registry (2005-2016). PARTICIPANTS From the registry, 212 961 patients with OHCA from the Japanese working population (defined aged 20-69 years), with only cardiogenic aetiology participated in this study. These patients were further divided into four groups according to the type of citizen bystander (family, friends, work-colleagues and passers-by). PRIMARY AND SECONDARY OUTCOME MEASURES The main outcomes were 1-month survival with favourable neurological outcomes. RESULTS The incidence of OHCAs, in any age group, was almost constant during the 12-year period. The work-colleagues had the best prognosis despite having significantly longer times to initial defibrillations compared with the passers-by (13 vs 12 min, respectively, p<0.001) that was associated independently with 1-month survival with favourable neurological outcomes (adjusted OR: 0.94 (1 min increments), p<0.001). CONCLUSIONS In the 12-year period, the incidence of OHCAs in any age group remained almost constant, whereas the prognosis improved each year. Reducing the time to initial defibrillation may further improve the prognosis of OHCAs with a work-colleague bystander.
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Affiliation(s)
- Yasunobu Yamagishi
- The Second Department of Internal Medicine, University of Occupational and Environmental Health Japan, Kitakyushu, Fukuoka, Japan
| | - Yasushi Oginosawa
- The Second Department of Internal Medicine, University of Occupational and Environmental Health Japan, Kitakyushu, Fukuoka, Japan
| | - Yoshihisa Fujino
- Department of Environmental Epidemiology, Institute of Industrial Ecological Sciences, University of Occupational and Environmental Health Japan, Kitakyushu, Fukuoka, Japan
| | - Keishiro Yagyu
- The Second Department of Internal Medicine, University of Occupational and Environmental Health Japan, Kitakyushu, Fukuoka, Japan
| | - Taro Miyamoto
- The Second Department of Internal Medicine, University of Occupational and Environmental Health Japan, Kitakyushu, Fukuoka, Japan
| | - Keita Tsukahara
- The Second Department of Internal Medicine, University of Occupational and Environmental Health Japan, Kitakyushu, Fukuoka, Japan
| | - Hisaharu Ohe
- The Second Department of Internal Medicine, University of Occupational and Environmental Health Japan, Kitakyushu, Fukuoka, Japan
| | - Ritsuko Kohno
- Department of Heart Rhythm Management, University of Occupational and Environmental Health Japan, Kitakyushu, Fukuoka, Japan
| | - Haruhiko Abe
- Department of Heart Rhythm Management, University of Occupational and Environmental Health Japan, Kitakyushu, Fukuoka, Japan
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9
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Bielski K, Szarpak A, Jaguszewski MJ, Kopiec T, Smereka J, Gasecka A, Wolak P, Nowak-Starz G, Chmielewski J, Rafique Z, Peacock FW, Szarpak L. The Influence of COVID-19 on Out-Hospital Cardiac Arrest Survival Outcomes: An Updated Systematic Review and Meta-Analysis. J Clin Med 2021; 10:5573. [PMID: 34884289 PMCID: PMC8658174 DOI: 10.3390/jcm10235573] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 11/11/2021] [Accepted: 11/23/2021] [Indexed: 12/18/2022] Open
Abstract
Cardiopulmonary resuscitation in patients with out-of-hospital cardiac arrest (OHCA) is associated with poor prognosis. Because the COVID-19 pandemic may have impacted mortality and morbidity, both on an individual level and the health care system as a whole, our purpose was to determine rates of OHCA survival since the onset of the SARS-CoV2 pandemic. We conducted a systematic review and meta-analysis to evaluate the influence of COVID-19 on OHCA survival outcomes according to the PRISMA guidelines. We searched the literature using PubMed, Scopus, Web of Science and Cochrane Central Register for Controlled Trials databases from inception to September 2021 and identified 1775 potentially relevant studies, of which thirty-one articles totaling 88,188 patients were included in this meta-analysis. Prehospital return of spontaneous circulation (ROSC) in pre-COVID-19 and COVID-19 periods was 12.3% vs. 8.9%, respectively (OR = 1.40; 95%CI: 1.06-1.87; p < 0.001). Survival to hospital discharge in pre- vs. intra-COVID-19 periods was 11.5% vs. 8.2% (OR = 1.57; 95%CI: 1.37-1.79; p < 0.001). A similar dependency was observed in the case of survival to hospital discharge with the Cerebral Performance Category (CPC) 1-2 (6.7% vs. 4.0%; OR = 1.71; 95%CI: 1.35-2.15; p < 0.001), as well as in the 30-day survival rate (9.2% vs. 6.4%; OR = 1.63; 95%CI: 1.13-2.36; p = 0.009). In conclusion, prognosis of OHCA is usually poor and even worse during COVID-19.
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Affiliation(s)
- Karol Bielski
- Research Unit, Polonia University, 4/6 Pulaskiego Str., 42-200 Czestochowa, Poland;
- Provincial Emergency Medical Service Dispatcher, 22 Poznanska, 00-685 Warsaw, Poland
| | - Agnieszka Szarpak
- Institute of Outcomes Research, Maria Sklodowska-Curie Medical Academy, 12 Solidarnosci Av., 03-411 Warsaw, Poland;
| | - Miłosz Jaroslaw Jaguszewski
- 1st Department of Cardiology, Medical University of Gdansk, 3A Sklodowskiej-Curie Str., 80-210 Gdansk, Poland;
| | - Tomasz Kopiec
- First Chair and Department of Cardiology, Medical University of Warsaw, 1A Banacha Str., 02-097 Warsaw, Poland; (T.K.); (A.G.)
| | - Jacek Smereka
- Department of Emergency Medical Service, Wroclaw Medical University, 6 Bartla Str., 52-443 Wroclaw, Poland;
- Research Unit, Polish Society of Disaster Medicine, P.O. Box 78, Raszyn, 05-090 Warsaw, Poland
| | - Aleksandra Gasecka
- First Chair and Department of Cardiology, Medical University of Warsaw, 1A Banacha Str., 02-097 Warsaw, Poland; (T.K.); (A.G.)
| | - Przemysław Wolak
- Institute of Medicine, Jan Kochanowski University of Kielce, 5 Zeromskiego Str., 25-369 Kielce, Poland;
| | - Grazyna Nowak-Starz
- Institute of Health Sciences, Jan Kochanowski University of Kielce, 5 Zeromskiego Str., 25-369 Kielce, Poland;
| | | | - Zubaid Rafique
- Henry JN Taub Department of Emergency Medicine, Baylor College of Medicine Houston, Ben Taub Hospital, 1504 Taub Loop, Houston, TX 77030, USA; (Z.R.); (F.W.P.)
| | - Frank William Peacock
- Henry JN Taub Department of Emergency Medicine, Baylor College of Medicine Houston, Ben Taub Hospital, 1504 Taub Loop, Houston, TX 77030, USA; (Z.R.); (F.W.P.)
| | - Lukasz Szarpak
- Institute of Medicine, Jan Kochanowski University of Kielce, 5 Zeromskiego Str., 25-369 Kielce, Poland;
- Research Unit, Maria Sklodowska-Curie Bialystok Oncology Center, 12 Ogrodowa Str., 15-027 Bialystok, Poland
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10
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Shibahashi K, Sakurai S, Sugiyama K, Ishida T, Hamabe Y. Nursing Home Versus Community Resuscitation After Cardiac Arrest: Comparative Outcomes and Risk Factors. J Am Med Dir Assoc 2021; 23:1316-1321. [PMID: 34627752 DOI: 10.1016/j.jamda.2021.09.009] [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: 07/30/2021] [Revised: 09/03/2021] [Accepted: 09/07/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE To investigate the characteristics and outcomes of patients who experienced cardiac arrest in nursing homes compared with those in private residences and determine prognostic factors for survival. DESIGN This was a retrospective study that analyzed data from an Utstein-style registry of the Tokyo Fire Department. SETTING AND PARTICIPANTS We identified patients aged ≥65 years who experienced cardiac arrest in a nursing home or private residence from the population-based registry of out-of-hospital cardiac arrests in Tokyo, Japan, from 2014 to 2018. METHODS Patients were grouped into the nursing home or the private residence groups according to their cardiac arrest location. We compared the characteristics and outcomes between the 2 groups and determined prognostic factors for survival in the nursing home group. The primary outcome was 1-month survival after cardiac arrest. RESULTS In total, 37,550 patient records (nursing home group = 6271; private residence group = 31,279) were analyzed. Patients in the nursing home group were significantly older and more often had witnessed arrest, bystander cardiopulmonary resuscitation (CPR), and shock delivery using an automated external defibrillator. The 1-month survival rate was significantly higher in the nursing home group (2.6% vs 1.8%, P < .001). In the best scenario (daytime emergency call, witnessed cardiac arrest, bystander CPR provided), the 1-month survival rate after cardiac arrest in the nursing home group was 8.0% (95% confidence interval 6.4-9.9%), while none survived if they had neither witness nor bystander CPR. CONCLUSIONS AND IMPLICATIONS Survival outcome was significantly better in the nursing home group than in the private residence group and was well stratified by 3 prognostic factors: emergency call timing, witnessed status, and bystander CPR provision. Our results suggest that a decision to withhold vigorous treatment solely based on nursing home residential status is not justified, while termination of resuscitation may be determined by considering significant prognostic factors.
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Affiliation(s)
- Keita Shibahashi
- Tertiary Emergency Medical Center, Tokyo Metropolitan Bokutoh Hospital, Tokyo, Japan.
| | | | - Kazuhiro Sugiyama
- Tertiary Emergency Medical Center, Tokyo Metropolitan Bokutoh Hospital, Tokyo, Japan
| | - Takuto Ishida
- Tertiary Emergency Medical Center, Tokyo Metropolitan Bokutoh Hospital, Tokyo, Japan
| | - Yuichi Hamabe
- Tertiary Emergency Medical Center, Tokyo Metropolitan Bokutoh Hospital, Tokyo, Japan
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11
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Darvall JN, Morley P. How frail the human heart? Resuscitation 2021; 167:383-384. [PMID: 34474144 DOI: 10.1016/j.resuscitation.2021.08.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 08/21/2021] [Indexed: 10/20/2022]
Affiliation(s)
- Jai N Darvall
- Department of Critical Care, The University of Melbourne, Melbourne, Australia; Royal Melbourne Hospital Clinical School, The University of Melbourne, Melbourne, Australia.
| | - Peter Morley
- Royal Melbourne Hospital Clinical School, The University of Melbourne, Melbourne, Australia
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12
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Hirayama I, Doi K, Yamamoto M, Toida C, Morimura N. Evaluation of Autonomous Actions on Bystander-Initiated Cardiopulmonary Resuscitation and Public Access Defibrillation in Tokyo. Int Heart J 2021; 62:879-884. [PMID: 34276018 DOI: 10.1536/ihj.21-016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The frequencies of autonomous bystander-initiated cardiopulmonary resuscitation (CPR) and public access defibrillation have not yet been clarified. We aimed to evaluate the frequency of autonomous actions by citizens not having a duty to act.This retrospective observational study included patients who suffered an out-of-hospital cardiac arrest (OHCA) in Tokyo between January 1, 2013 and December 31, 2017. The Delphi method with a panel of 11 experts classified the locations of OHCA resuscitations into 3 categories as follows; autonomous, non autonomous, and undetermined. The locations determined as autonomous were further divided into 2 groups; home and other locations. Bystander-initiated CPR and application of an automated external defibrillator (AED) pad were evaluated in 43,460 patients with OHCA.Group A (non autonomous), group B (autonomous, not home), and group C (home), consisted of 7,352, 3,193, and 32,915 patients, respectively. Compared with group A, group B and group C had significantly lower rates of bystander-initiated CPR (group A, B, C; 68.3% versus 38.6% versus 23.9%) and AED pad application (groups A, B, C; 26.8% versus 15.1% versus 0.6%). In addition, multivariate analysis demonstrated that an autonomous location of resuscitation was independently associated with the frequencies of bystander-initiated CPR and AED pad application, even after adjusting for age, sex, and witness status.Autonomous actions by citizens were unacceptably infrequent. Therefore, the education and training of citizens is necessary to further enhance autonomous CPR.
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Affiliation(s)
- Ichiro Hirayama
- Department of Acute Medicine, Graduate School of Medicine, The University of Tokyo
| | - Kent Doi
- Department of Acute Medicine, Graduate School of Medicine, The University of Tokyo
| | - Miyuki Yamamoto
- Department of Acute Medicine, Graduate School of Medicine, The University of Tokyo
| | - Chiaki Toida
- Department of Acute Medicine, Graduate School of Medicine, The University of Tokyo
| | - Naoto Morimura
- Department of Acute Medicine, Graduate School of Medicine, The University of Tokyo
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13
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Hayashida K, Takegawa R, Nishikimi M, Aoki T, Emoto R, Shinozaki K, Miyara SJ, Rolston DM, Li T, Shoaib M, Fukuda T, Molmenti EP, Suzuki M, Sasaki J, Matsui S, Becker LB. The interplay between bystander cardiopulmonary resuscitation and ambient temperature on neurological outcome after cardiac arrest: A nationwide observational cohort study. Resuscitation 2021; 164:46-53. [PMID: 34023426 DOI: 10.1016/j.resuscitation.2021.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 04/15/2021] [Accepted: 05/12/2021] [Indexed: 11/18/2022]
Abstract
BACKGROUND At lower ambient temperature, patients with out-of-hospital cardiac arrest (OHCA) easily experience hypothermia. Hypothermia has shown to improve the rate of successful return of spontaneous circulation (ROSC) in animal models. We hypothesized that lower temperature affects the impact of bystander cardiopulmonary resuscitation (CPR) on the increased odds of a favorable neurological outcome post-OHCA. METHODS This study used information collected by the prospective, nationwide, Utstein registry to examine data from 352,689 adult patients who experienced OHCA from 2012 to 2016 in Japan. The primary outcome was a 1-month favorable neurological outcomes. Multivariable logistic regression analyses were conducted to test the impact of bystander CPR according to the temperature on the favorable outcome. RESULTS A total of 201,111 patients with OHCA were included in the complete case analysis. The lower temperature group had lower proportions of receiving bystander CPR (46.5 vs. 47.9%) and having favorable outcome (2.1 vs 2.8%) than those in the higher group. Multivariable analysis revealed that bystander CPR at lower temperatures was significantly associated with favorable outcomes (adjusted odds ratio, 1.22; 95% CI, 1.09-1.37), whereas bystander CPR at higher temperatures was not associated with favorable outcomes (1.02; 0.92-1.13). The nonlinear relationship using a spline curve in the multivariable model revealed that odds ratio of favorable neurological outcomes associated with bystander CPR increased as the temperature decreased. CONCLUSION Bystander CPR was associated with favorable neurological outcomes at lower temperatures. The odds of a favorable outcome associated with bystander CPR increased as the temperature decreased.
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Affiliation(s)
- Kei Hayashida
- Laboratory for Critical Care Physiology, Feinstein Institutes for Medical Research, Northwell Health System, Manhasset, NY, USA; Department of Emergency Medicine, North Shore University Hospital, Northwell Health System, Manhasset, NY, USA; Department of Emergency and Critical Care Medicine, Keio University School of Medicine, Tokyo, Japan.
| | - Ryosuke Takegawa
- Laboratory for Critical Care Physiology, Feinstein Institutes for Medical Research, Northwell Health System, Manhasset, NY, USA; Department of Emergency Medicine, North Shore University Hospital, Northwell Health System, Manhasset, NY, USA
| | - Mitsuaki Nishikimi
- Laboratory for Critical Care Physiology, Feinstein Institutes for Medical Research, Northwell Health System, Manhasset, NY, USA; Department of Emergency Medicine, North Shore University Hospital, Northwell Health System, Manhasset, NY, USA
| | - Tomoaki Aoki
- Laboratory for Critical Care Physiology, Feinstein Institutes for Medical Research, Northwell Health System, Manhasset, NY, USA; Department of Emergency Medicine, North Shore University Hospital, Northwell Health System, Manhasset, NY, USA
| | - Ryo Emoto
- Department of Biostatistics, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Koichiro Shinozaki
- Laboratory for Critical Care Physiology, Feinstein Institutes for Medical Research, Northwell Health System, Manhasset, NY, USA; Department of Emergency Medicine, North Shore University Hospital, Northwell Health System, Manhasset, NY, USA; Department of Emergency Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Santiago J Miyara
- Laboratory for Critical Care Physiology, Feinstein Institutes for Medical Research, Northwell Health System, Manhasset, NY, USA; Department of Emergency Medicine, North Shore University Hospital, Northwell Health System, Manhasset, NY, USA; Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Daniel M Rolston
- Department of Emergency Medicine, North Shore University Hospital, Northwell Health System, Manhasset, NY, USA; Department of Emergency Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Timmy Li
- Department of Emergency Medicine, North Shore University Hospital, Northwell Health System, Manhasset, NY, USA; Department of Emergency Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Muhammad Shoaib
- Laboratory for Critical Care Physiology, Feinstein Institutes for Medical Research, Northwell Health System, Manhasset, NY, USA; Department of Emergency Medicine, North Shore University Hospital, Northwell Health System, Manhasset, NY, USA; Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Tatsuma Fukuda
- Department of Emergency and Critical Care Medicine, Graduate School of Medicine, University of the Ryukyus, Okinawa, Japan
| | - Ernesto P Molmenti
- Department of Surgery, Medicine, and Pediatrics, Zucker School of Medicine at Hofstra/Northwell, New York, NY, USA; Institute of Health Innovations and Outcomes Research, Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA
| | - Masaru Suzuki
- Department of Emergency Medicine, Tokyo Dental College Ichikawa General Hospital, Chiba, Japan
| | - Junichi Sasaki
- Department of Emergency and Critical Care Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Shigeyuki Matsui
- Department of Biostatistics, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Lance B Becker
- Laboratory for Critical Care Physiology, Feinstein Institutes for Medical Research, Northwell Health System, Manhasset, NY, USA; Department of Emergency Medicine, North Shore University Hospital, Northwell Health System, Manhasset, NY, USA; Department of Emergency Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA; Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
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14
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Type of bystander and rate of cardiopulmonary resuscitation in nursing home patients suffering out-of-hospital cardiac arrest. Am J Emerg Med 2021; 47:17-23. [PMID: 33752168 DOI: 10.1016/j.ajem.2021.03.021] [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: 01/22/2021] [Revised: 02/21/2021] [Accepted: 03/07/2021] [Indexed: 11/22/2022] Open
Abstract
AIM We investigated bystander cardiopulmonary resuscitation (CPR) provision rate and survival outcomes of out-of-hospital cardiac arrest (OHCA) patients in nursing homes by bystander type. METHODS A population-based observational study was conducted for nursing home OHCAs during 2013-2018. The exposure was the bystander type: medical staff, non-medical staff, or family. The primary outcome was bystander CPR provision rate; the secondary outcomes were prehospital return of spontaneous circulation (ROSC) and survival to discharge. Multivariable logistic regression analysis which corrected for various demographic and clinical characteristics evaluated bystander type impact on study outcomes. Bystander CPR rate trend was investigated by bystander type. RESULTS Of 8281 eligible OHCA patients, 26.0%, 70.8%, and 3.2% cases were detected by medical staff, non-medical staff, and family, respectively. Provision rate of bystander CPR was 69.9% and rate of bystander defibrillation was 0.4% in total. Bystander CPR was provided by medical staff, non-medical staff, and families in 74.8%, 68.9%, and 52.1% respectively. Total survival rate was 2.2%, out of which, 3.3% was for medical staff, 3.2% for non-medical staff, and 0.6% for family. Compared to the results of detection by medical staff, the adjusted odds ratios (95% CIs) for provision of bystander CPR were 0.56 (0.49-0.63) for detection by non-medical staff and 0.33 (0.25-0.44) for detection by family. The bystander CPR rates of all three groups increased over time, and among them, the medical staff group increased the most. For prehospital ROSC and survival to discharge, no significant differences were observed according to bystander type. CONCLUSION Although OHCA was detected more often by non-medical staff, they provided bystander CPR less frequently than the medical staff did. To improve survival outcome of nursing home OHCA, bundle interventions including increasing the usage of automated external defibrillators and expanding CPR training for non-medical staff in nursing home are needed.
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15
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Druwé P, Monsieurs KG, Gagg J, Nakahara S, Cocchi MN, Élő G, van Schuppen H, Alpert EA, Truhlář A, Huybrechts SA, Mpotos N, Paal P, BjØrshol C, Xanthos T, Joly LM, Roessler M, Deasy C, Svavarsdóttir H, Nurmi J, Owczuk R, Salmeron PP, Cimpoesu D, Fuenzalida PA, Raffay V, Steen J, Decruyenaere J, De Paepe P, Piers R, Benoit DD. Impact of perceived inappropiate cardiopulmonary resuscitation on emergency clinicians' intention to leave the job: Results from a cross-sectional survey in 288 centres across 24 countries. Resuscitation 2020; 158:41-48. [PMID: 33227397 DOI: 10.1016/j.resuscitation.2020.10.043] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 09/22/2020] [Accepted: 10/06/2020] [Indexed: 11/19/2022]
Abstract
INTRODUCTION Cardiopulmonary resuscitation (CPR) in patients with a poor prognosis increases the risk of perception of inappropriate care leading to moral distress in clinicians. We evaluated whether perception of inappropriate CPR is associated with intention to leave the job among emergency clinicians. METHODS A cross-sectional multi-centre survey was conducted in 24 countries. Factors associated with intention to leave the job were analysed by conditional logistic regression models. Results are expressed as odds ratios with 95% confidence intervals. RESULTS Of 5099 surveyed emergency clinicians, 1836 (36.0%) were physicians, 1313 (25.7%) nurses, 1950 (38.2%) emergency medical technicians. Intention to leave the job was expressed by 1721 (33.8%) clinicians, 3403 (66.7%) often wondered about the appropriateness of a resuscitation attempt, 2955 (58.0%) reported moral distress caused by inappropriate CPR. After adjustment for other covariates, the risk of intention to leave the job was higher in clinicians often wondering about the appropriateness of a resuscitation attempt (1.43 [1.23-1.67]), experiencing associated moral distress (1.44 [1.24-1.66]) and who were between 30-44 years old (1.53 [1.21-1.92] compared to <30 years). The risk was lower when the clinician felt valued by the team (0.53 [0.42-0.66]), when the team leader acknowledged the efforts delivered by the team (0.61 [0.49-0.75]) and in teams that took time for debriefing (0.70 [0.60-0.80]). CONCLUSION Resuscitation attempts perceived as inappropriate by clinicians, and the accompanying moral distress, were associated with an increased likelihood of intention to leave the job. Interprofessional collaboration, teamwork, and regular interdisciplinary debriefing were associated with a lower risk of intention to leave the job. ClinicalTrials.gov; No.: NCT02356029.
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Affiliation(s)
- Patrick Druwé
- Department of Intensive Care Medicine, Ghent University Hospital, Ghent, Belgium.
| | - Koenraad G Monsieurs
- Department of Emergency Medicine, Antwerp University Hospital and University of Antwerp, Antwerp, Belgium
| | - James Gagg
- Department of Emergency Medicine, Musgrove Park Hospital, Taunton and Somerset NHS Foundation Trust, Taunton, United Kingdom
| | | | - Michael N Cocchi
- Harvard Medical School, Department of Emergency Medicine and Department of Anesthesia Critical Care and Pain Medicine, Division of Critical Care, Beth Israel Deaconess Medical Center, USA
| | - Gábor Élő
- Department of Anaesthesiology and Intensive Therapy, Semmelweis University, Budapest, Hungary
| | - Hans van Schuppen
- Amsterdam UMC, University of Amsterdam, Department of Anesthesiology, Amsterdam, The Netherlands
| | | | - Anatolij Truhlář
- Emergency Medical Services of the Hradec Kralove Region and University Hospital Hradec Kralove, Czech Republic
| | | | - Nicolas Mpotos
- Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Peter Paal
- Department of Anesthesiology and Critical Care Medicine, Hospitallers Brothers Hospital, Medical University Salzburg, Austria
| | - Conrad BjØrshol
- Department of Anesthesiology and Intensive Care, Stavanger University Hospital, The Regional Centre for Emergency Medical Research and Development (RAKOS), Department of Clinical Medicine, University of Bergen, Norway
| | - Theodoros Xanthos
- European University, Nicosia, Cyprus; Hellenic Society of Cardiopulmonary Resuscitation, Athens, Greece
| | - Luc-Marie Joly
- Department of Emergency Medicine, Rouen University Hospital, Rouen, France
| | - Markus Roessler
- Department of Anaesthesiology, University Medical Centre Göttingen, Göttingen, Germany
| | - Conor Deasy
- Department of Emergency Medicine, Cork University Hospital, Cork, Ireland
| | | | - Jouni Nurmi
- Emergency Medicine and Services, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Radoslaw Owczuk
- Department of Anaesthesiology and Intensive Therapy, Medical University of Gdansk, Gdansk, Poland
| | | | - Diana Cimpoesu
- University of Medicine and Pharmacy Gr.T. Popa and Emergency County Hospital Sf. Spiridon, Iasi, Romania
| | | | | | - Johan Steen
- Department of Intensive Care Medicine, Ghent University Hospital, Ghent, Belgium
| | - Johan Decruyenaere
- Department of Intensive Care Medicine, Ghent University Hospital, Ghent, Belgium
| | - Peter De Paepe
- Department of Emergency Medicine, Ghent University Hospital, Ghent, Belgium
| | - Ruth Piers
- Department of Geriatric Medicine, Ghent University Hospital, Ghent, Belgium
| | - Dominique D Benoit
- Department of Intensive Care Medicine, Ghent University Hospital, Ghent, Belgium
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Okada Y, Kiguchi T, Irisawa T, Yamada T, Yoshiya K, Park C, Nishimura T, Ishibe T, Yagi Y, Kishimoto M, Inoue T, Hayashi Y, Sogabe T, Morooka T, Sakamoto H, Suzuki K, Nakamura F, Matsuyama T, Nishioka N, Kobayashi D, Matsui S, Hirayama A, Yoshimura S, Kimata S, Shimazu T, Ohtsuru S, Kitamura T, Iwami T. Development and Validation of a Clinical Score to Predict Neurological Outcomes in Patients With Out-of-Hospital Cardiac Arrest Treated With Extracorporeal Cardiopulmonary Resuscitation. JAMA Netw Open 2020; 3:e2022920. [PMID: 33231635 PMCID: PMC7686862 DOI: 10.1001/jamanetworkopen.2020.22920] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
IMPORTANCE Extracorporeal cardiopulmonary resuscitation (ECPR) is expected to improve the neurological outcomes of patients with refractory cardiac arrest; however, it is invasive, expensive, and requires substantial human resources. The ability to predict neurological outcomes would assist in patient selection for ECPR. OBJECTIVE To develop and validate a prediction model for neurological outcomes of patients with out-of-hospital cardiac arrest with shockable rhythm treated with ECPR. DESIGN, SETTING, AND PARTICIPANTS This prognostic study analyzed data from the Japanese Association for Acute Medicine Out-of-Hospital Cardiac Arrest registry, a multi-institutional nationwide cohort study that included 87 emergency departments in Japan. All adult patients with out-of-hospital cardiac arrest and shockable rhythm who were treated with ECPR between June 2014 and December 2017 were included. Patients were randomly assigned to the development and validation cohorts based on the institutions. The analysis was conducted between November 2019 and August 2020. EXPOSURES Age (<65 years), time from call to hospital arrival (≤25 minutes), initial cardiac rhythm on hospital arrival (shockable), and initial pH value (≥7.0). MAIN OUTCOMES AND MEASURES The primary outcome was 1-month survival with favorable neurological outcome, defined by Cerebral Performance Category 1 or 2. In the development cohort, a simple scoring system was developed to predict this outcome using a logistic regression model. The diagnostic ability and calibration of the scoring system were assessed in the validation cohort. RESULTS A total of 916 patients were included, 458 in the development cohort (median [interquartile range {IQR}] age, 61 [47-69] years, 377 [82.3%] men) and 458 in the validation cohort (median [IQR] age, 60 [49-68] years; 393 [85.8%] men). The cohorts had the same proportion of favorable neurological outcome (57 patients [12.4%]). The prediction scoring system was developed, attributing a score of 1 for each clinical predictor. Patients were divided into 4 groups, corresponding to their scores on the prediction model, as follows: very low probability (score 0), low probability (score 1), middle probability (score 2), and high probability (score 3-4) of good neurological outcome. The mean predicted probabilities in the groups stratified by score were as follows: very low, 1.6% (95% CI, 1.6%-1.6%); low, 4.4% (95% CI, 4.2%-4.6%); middle, 12.5% (95% CI, 12.1%-12.8%); and high, 30.8% (95% CI, 29.1%-32.5%). In the validation cohort, the C statistic of the scoring system was 0.724 (95% CI, 0.652-0.786). The predicted probability was evaluated as well calibrated to the observed favorable outcome in both cohorts by visual assessment of the calibration plot. CONCLUSIONS AND RELEVANCE In this study, the scoring system had good discrimination and calibration performance to predict favorable neurological outcomes of patients with out-of-hospital cardiac arrest and shockable rhythm who were treated with ECPR.
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Affiliation(s)
- Yohei Okada
- Department of Preventive Services, School of Public Health, Kyoto University, Kyoto, Japan
- Department of Primary Care and Emergency Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Takeyuki Kiguchi
- Department of Preventive Services, School of Public Health, Kyoto University, Kyoto, Japan
- Critical Care and Trauma Center, Osaka General Medical Center, Osaka, Japan
| | - Taro Irisawa
- Department of Traumatology and Acute Critical Medicine, Osaka University Graduate School of Medicine, Suita, Japan
| | - Tomoki Yamada
- Emergency and Critical Care Medical Center, Osaka Police Hospital, Osaka, Japan
| | - Kazuhisa Yoshiya
- Department of Emergency and Critical Care Medicine, Kansai Medical University, Takii Hospital, Moriguchi, Japan
| | - Changhwi Park
- Department of Emergency Medicine, Tane General Hospital, Osaka, Japan
| | - Tetsuro Nishimura
- Department of Critical Care Medicine, Osaka City University, Osaka, Japan
| | - Takuya Ishibe
- Department of Emergency and Critical Care Medicine, Kindai University School of Medicine, Osaka-Sayama, Japan
| | - Yoshiki Yagi
- Osaka Mishima Emergency Critical Care Center, Takatsuki, Japan
| | | | - Toshiya Inoue
- Senri Critical Care Medical Center, Saiseikai Senri Hospital, Suita, Japan
| | - Yasuyuki Hayashi
- Traumatology and Critical Care Medical Center, National Hospital Organization Osaka National Hospital, Osaka, Japan
| | - Taku Sogabe
- Emergency and Critical Care Medical Center, Osaka City General Hospital, Osaka, Japan
| | - Takaya Morooka
- Department of Pediatrics, Osaka Red Cross Hospital, Osaka, Japan
| | - Haruko Sakamoto
- Emergency and Critical Care Medical Center, Kishiwada Tokushukai Hospital, Osaka, Japan
| | - Keitaro Suzuki
- Department of Emergency and Critical Care Medicine, Kansai Medical University, Hirakata, Osaka, Japan
| | - Fumiko Nakamura
- Department of Emergency Medicine, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Tasuku Matsuyama
- Division of Environmental Medicine and Population Sciences, Department of Social and Environmental Medicine, Graduate School of Medicine, Osaka University, Osaka, Japan
| | - Norihiro Nishioka
- Department of Preventive Services, School of Public Health, Kyoto University, Kyoto, Japan
| | - Daisuke Kobayashi
- Department of Preventive Services, School of Public Health, Kyoto University, Kyoto, Japan
| | - Satoshi Matsui
- Public Health, Department of Social and Environmental Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Atsushi Hirayama
- Public Health, Department of Social and Environmental Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Satoshi Yoshimura
- Department of Preventive Services, School of Public Health, Kyoto University, Kyoto, Japan
| | - Shunsuke Kimata
- Department of Preventive Services, School of Public Health, Kyoto University, Kyoto, Japan
| | - Takeshi Shimazu
- Department of Traumatology and Acute Critical Medicine, Osaka University Graduate School of Medicine, Suita, Japan
| | - Shigeru Ohtsuru
- Department of Primary Care and Emergency Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Tetsuhisa Kitamura
- Public Health, Department of Social and Environmental Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Taku Iwami
- Department of Preventive Services, School of Public Health, Kyoto University, Kyoto, Japan
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Lei H, Hu J, Liu L, Xu D. Sex differences in survival after out-of-hospital cardiac arrest: a meta-analysis. Crit Care 2020; 24:613. [PMID: 33076963 PMCID: PMC7570116 DOI: 10.1186/s13054-020-03331-5] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 10/06/2020] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Out-of-hospital cardiac arrest (OHCA) is a leading cause of sudden cardiac death worldwide. Researchers have found significant pathophysiological differences between females and males and clinically significant sex differences related to medical services. However, conflicting results exist and there is no uniform agreement regarding sex differences in survival and prognosis after OHCA. Therefore, we investigated the relationship between the prognosis of OHCA and sex factors. METHODS We comprehensively searched the PubMed, Embase, and Cochrane databases and obtained a total of 1042 articles, from which 33 studies were selected for inclusion. The pooled odds ratios (ORs) and 95% confidence intervals (CIs) were estimated using a random-effects model. RESULTS The meta-analysis included 1,268,664 patients. Compared with males, females were older (69.7 years vs. 65.4 years, p < 0.05) and more frequently suffered OHCA without witnesses (58.39% vs 62.70%, p < 0.05). Females were less likely to receive in-hospital interventions than males. There was no significant difference between females and males in the survival from OHCA to hospital admission (OR 0.99, 95% CI 0.89-1.1). However, females had lower chances for survival from hospital admission to discharge (OR 0.59, 95% CI 0.48-0.73), overall survival to hospital discharge (OR 0.73, 95% CI 0.62-0.86), and favorable neurological outcomes (OR 0.62, 95% CI 0.47-0.83) compared with males. CONCLUSIONS Our results indicate that the overall discharge survival rate of females is lower than that of males, and females face a poor prognosis of the nervous system. This is likely related to the pathophysiological characteristics of females, more conservative treatment measures compared with males, and different post-resuscitation care. However, these findings should be interpreted with caution due to the presence of several confounding factors.
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Affiliation(s)
- Hao Lei
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, 139 Middle Renmin Road, Changsha, 410011 Hunan China
| | - Jiahui Hu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, 139 Middle Renmin Road, Changsha, 410011 Hunan China
| | - Leiling Liu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, 139 Middle Renmin Road, Changsha, 410011 Hunan China
| | - Danyan Xu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, 139 Middle Renmin Road, Changsha, 410011 Hunan China
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Glober NK, Lardaro T, Christopher S, Tainter CR, Weinstein E, Kim D. Validation of the NUE Rule to Predict Futile Resuscitation of Out-of-Hospital Cardiac Arrest. PREHOSP EMERG CARE 2020; 25:706-711. [PMID: 33026273 DOI: 10.1080/10903127.2020.1831666] [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: 10/23/2022]
Abstract
AIM We validated the NUE rule, using three criteria (Non-shockable initial rhythm, Unwitnessed arrest, Eighty years or older) to predict futile resuscitation of patients with out-of-hospital cardiac arrest (OHCA). METHODS We performed a retrospective cohort analysis of all recorded OHCA in Marion County, Indiana, from January 1, 2014 to December 31, 2019. We described patient, arrest, and emergency medical services (EMS) response characteristics, and assessed the performance of the NUE rule in identifying patients unlikely to survive to hospital discharge. RESULTS From 2014 to 2019, EMS responded to 4370 patients who sustained OHCA. We excluded 329 (7.5%) patients with incomplete data. Median patient age was 62 years (IQR 49 - 73), 1599 (39.6%) patients were female, and 1728 (42.8%) arrests were witnessed. The NUE rule identified 290 (7.2%) arrests, of whom none survived to hospital discharge. CONCLUSION In external validation, the NUE rule (Non-shockable initial rhythm, Unwitnessed arrest, Eighty years or older) correctly identified 7.2% of OHCA patients unlikely to survive to hospital discharge. The NUE rule could be used in EMS protocols and policies to identify OHCA patients very unlikely to benefit from aggressive resuscitation.
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Otsuki S, Aiba T, Tahara Y, Nakajima K, Kataoka N, Kamakura T, Wada M, Ishibashi K, Yamagata K, Inoue Y, Miyamoto K, Nagase S, Noda T, Izumi C, Noguchi T, Nishimura K, Yonemoto N, Nonogi H, Nagao K, Ikeda T, Sato N, Tsutsui H, Yasuda S, Kusano K. Intra-day change in occurrence of out-of-hospital ventricular fibrillation in Japan: The JCS-ReSS study. Int J Cardiol 2020; 318:54-60. [PMID: 32569698 DOI: 10.1016/j.ijcard.2020.06.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Revised: 05/17/2020] [Accepted: 06/10/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND Real-world evidence of out-of-hospital ventricular fibrillation (VF), especially regarding intra-day change, remains unclear. We aimed to investigate that age- and gender-dependent difference of intra-day change of VF occurrence. METHOD We enrolled 71,692 patients (males: 56,419 [78.7%], females: 15,273 [21.3%]) in whom cardiac VF had been documented from the 2005-2015 All-Japan Utstein Registry data. Subjects were divided into four groups: group-I (<18 years old), group-II (18-39), group-III (40-69), and group-IV (≥70). Among four groups in each of male and female, we compared the intra-day change of VF occurrence, and evaluated the risk factors of the unfavorable neurologic outcomes at 1 month after VF. RESULTS Regardless of age, the incidence of VF was significantly greater in male than in female subjects. In male subjects, VF in group-I, III and IV occurred higher at daytime, however, group-II had no intra-day difference because group-II had a higher VF events at midnight~ early morning compared with other aged groups (Poisson regression analysis, p = .03). While in female, each group showed similar intra-day pattern of VF occurrence. Logistic regression analysis revealed that some of the clinical parameters such as time periods from call receipt to first shock and the presence of bystander cardiopulmonary resuscitation were important for risk of 30-day neurologically unfavorable outcomes. CONCLUSIONS The intra-day change of VF occurrence was age-dependently different in males but not in females, suggesting age- and gender-dependent differences in underlying cardiac diseases. These might affect the significant difference in unfavorable neurologic outcome.
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Affiliation(s)
- Sou Otsuki
- National Cerebral and Cardiovascular Center, Suita, Japan; Niigata University Graduate School of Medicine and Dental Sciences, Niigata, Japan
| | - Takeshi Aiba
- National Cerebral and Cardiovascular Center, Suita, Japan.
| | - Yoshio Tahara
- National Cerebral and Cardiovascular Center, Suita, Japan
| | | | - Naoya Kataoka
- National Cerebral and Cardiovascular Center, Suita, Japan
| | | | - Mitsuru Wada
- National Cerebral and Cardiovascular Center, Suita, Japan
| | | | | | - Yuko Inoue
- National Cerebral and Cardiovascular Center, Suita, Japan
| | - Koji Miyamoto
- National Cerebral and Cardiovascular Center, Suita, Japan
| | - Satoshi Nagase
- National Cerebral and Cardiovascular Center, Suita, Japan
| | - Takashi Noda
- National Cerebral and Cardiovascular Center, Suita, Japan
| | - Chisato Izumi
- National Cerebral and Cardiovascular Center, Suita, Japan
| | - Teruo Noguchi
- National Cerebral and Cardiovascular Center, Suita, Japan
| | | | | | | | | | | | | | | | - Satoshi Yasuda
- National Cerebral and Cardiovascular Center, Suita, Japan
| | - Kengo Kusano
- National Cerebral and Cardiovascular Center, Suita, Japan
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Ho AFW, Lee KY, Lin X, Hao Y, Shahidah N, Ng YY, Leong BSH, Sia CH, Tan BYQ, Tay AM, Ng MXR, Gan HN, Mao DR, Chia MYC, Cheah SO, Ong MEH. Nation-Wide Observational Study of Cardiac Arrests Occurring in Nursing Homes and Nursing Facilities in Singapore. ANNALS ACADEMY OF MEDICINE SINGAPORE 2020. [DOI: 10.47102/annals-acadmed.sg.2019244] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Introduction: Nursing home (NH) residents with out-of-hospital cardiac arrests (OHCA) have unique resuscitation priorities. This study aimed to describe OHCA characteristics in NH residents and identify independent predictors of survival. Materials and Methods: OHCA cases between 2010–16 in the Pan-Asian Resuscitation Outcomes Study were retrospectively analysed. Patients aged <18 years old and non-emergency cases were excluded. Primary outcome was survival at discharge or 30 days. Good neurological outcome was defined as a cerebral performance score between 1–2. Results: A total of 12,112 cases were included. Of these, 449 (3.7%) were NH residents who were older (median age 79 years, range 69–87 years) and more likely to have a history of stroke, heart and respiratory diseases. Fewer NH OHCA had presumed cardiac aetiology (62% vs 70%, P <0.01) and initial shockable rhythm (8.9% vs 18%, P <0.01), but had higher incidence of bystander cardiopulmonary resuscitation (74% vs 43%, P <0.01) and defibrillator use (8.5% vs 2.8%, P <0.01). Non-NH (2.8%) residents had better neurological outcomes than NH (0.9%) residents (P <0.05). Factors associated with survival for cardiac aetiology included age <65 years old, witnessed arrest, bystander defibrillator use and initial shockable rhythm; for non-cardiac aetiology, these included witnessed arrest (adjusted odds ratio [AOR] 3.8, P <0.001) and initial shockable rhythm (AOR 5.7, P <0.001). Conclusion: Neurological outcomes were poorer in NH survivors of OHCA. These findings should inform health policies on termination of resuscitation, advance care directives and do-not-resuscitate orders in this population.
Ann Acad Med Singapore 2020;49:285–93
Key words: Advance care directives, Do-not-resuscitate orders, Geriatrics, Out-of- hospital, Palliative care
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Affiliation(s)
| | - Kai Yi Lee
- National University of Singapore, Singapore
| | | | - Ying Hao
- Division of Medicine, Singapore General Hospital, Singapore
| | | | | | | | - Ching-Hui Sia
- National University Heart Centre Singapore, Singapore
| | - Benjamin YQ Tan
- Department of Medicine, National University Health System, Singapore
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Ting PZY, Ho AFW, Lin X, Shahidah N, Blewer A, Ng YY, Leong BSH, Gan HN, Mao DR, Chia MYC, Cheah SO, Ong MEH. Nationwide trends in residential and non-residential out-of-hospital cardiac arrest and differences in bystander cardiopulmonary resuscitation. Resuscitation 2020; 151:103-110. [PMID: 32217133 DOI: 10.1016/j.resuscitation.2020.03.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Revised: 02/26/2020] [Accepted: 03/09/2020] [Indexed: 11/25/2022]
Abstract
AIMS Singapore is highly-urbanized, with >90% of the population living in high-rise apartments. She has implemented several city-wide interventions such as dispatcher-assisted CPR, community CPR training and smartphone activation of volunteers to increase bystander CPR (BCPR) rates for out-of-hospital cardiac arrest (OHCA). These may have different impact on residential and non-residential OHCA. We aimed to evaluate the characteristics, processes-of-care and outcome differences between residential and non-residential OHCA and study the differences in temporal trends of BCPR rates. METHODS This was a national, observational study in Singapore from 2010 to 2016, using data from the prospective Pan-Asian Resuscitation Outcomes Study. The primary outcome was survival (to-discharge or to-30-days). Multivariate logistic regression was performed to determine the effect of location-type on survival and a test of statistical interaction was performed to assess the difference in the temporal relationship of BCPR rates between location-type. RESULTS 8397 cases qualified for analysis, of which 5990 (71.3%) were residential. BCPR and bystander automated external defibrillator (AED) rates were significantly lower in residential as compared to non-residential arrests (41.0% vs 53.6%, p < 0.01; 0.4% vs 10.8%, p < 0.01 respectively). Residential BCPR increased from 15.8% (2010) to 57.1% (2016). Residential cardiac arrests had lower survival-to-discharge (2.9% vs 10.1%, p < 0.01). Multivariate logistic regression analysis showed that location-type had an independent effect on survival, with residential arrests having poorer survival compared to non-residential cardiac arrests (adjusted OR 0.547 [0.435-0.688]). A test of statistical interaction showed a significant interaction effect between year and location-type for bystander CPR, with a narrowing of differences in bystander CPR between residential and non-residential cardiac arrests over the years. CONCLUSION Residential cardiac arrests had poorer bystander intervention and survival from 2010 to 2016 in Singapore. BCPR had improved more in residential arrests compared to non-residential arrests over a period of city-wide interventions to improve BCPR.
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Affiliation(s)
| | - Andrew Fu Wah Ho
- SingHealth Duke-NUS Emergency Medicine Academic Clinical Programme, Singapore; National Heart Research Institute Singapore, National Heart Centre, Singapore; Cardiovascular & Metabolic Disorders Programme, Duke-National University of Singapore Medical School, Singapore
| | - Xinyi Lin
- Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore; Health Services & Systems Research, Duke-NUS Medical School, Singapore; Singapore Clinical Research Institute, Singapore; Singapore Institute for Clinical Sciences, A*STAR, Singapore
| | - Nur Shahidah
- Department of Emergency Medicine, Singapore General Hospital, Singapore
| | - Audrey Blewer
- Duke University, Durham, NC, USA; Health Services and Systems Research, Duke- National University of Singapore Medical School, Singapore, Singapore
| | - Yih Yng Ng
- Emergency Department, Tan Tock Seng Hospital, Singapore
| | | | - Han Nee Gan
- Accident & Emergency Department, Changi General Hospital, Singapore
| | - Desmond Renhao Mao
- Department of Acute and Emergency Care, Khoo Teck Puat Hospital, Singapore
| | | | - Si Oon Cheah
- Emergency Medicine Department, Ng Teng Fong General Hospital, Singapore
| | - Marcus Eng Hock Ong
- Department of Emergency Medicine, Singapore General Hospital, Singapore; Health Services & Systems Research, Duke-NUS Medical School, Singapore
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Shibahashi K, Sugiyama K, Kuwahara Y, Ishida T, Sakurai A, Kitamura N, Tagami T, Nakada TA, Takeda M, Hamabe Y. Private residence as a location of cardiac arrest may have a deleterious effect on the outcomes of out-of-hospital cardiac arrest in patients with an initial non-shockable cardiac rhythm: A multicentre retrospective cohort study. Resuscitation 2020; 150:80-89. [PMID: 32205157 DOI: 10.1016/j.resuscitation.2020.01.041] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 01/14/2020] [Accepted: 01/21/2020] [Indexed: 10/24/2022]
Abstract
AIM We compared the outcomes between patients who experienced out-of-hospital cardiac arrest at private residences and public locations to investigate whether patient and bystander characteristics can explain the poorer outcomes of out-of-hospital cardiac arrests at private residences. METHODS Adult patients with intrinsic out-of-hospital cardiac arrest (n = 6,191, age ≥18 years) were selected from a prospectively collected Japanese database (January 2012 and March 2013). Patients were grouped according to arrest location into private-residence or control (e.g., public station or road, workplace, school, and other public locations) groups. The primary outcome was a favourable neurological outcome 1 month after out-of-hospital cardiac arrest. RESULTS The arrest location and initial cardiac rhythm had interaction effects on the outcome. After adjusting for patient and bystander characteristics and relative to the control group, a significantly poorer 1-month neurological outcome was observed in the private-residence group if the initial cardiac rhythm was non-shockable (odds ratio: 0.36, 95% confidence interval: 0.24-0.54), while it was not significant if the initial cardiac rhythm was shockable (odds ratio: 1.16, 95% confidence interval: 0.74-1.84). CONCLUSIONS Patients with out-of-hospital cardiac arrest at private residences had poorer outcomes than those with out-of-hospital cardiac arrest at public locations, even after adjusting for patient and bystander characteristics, if the initial cardiac rhythm was non-shockable. Our results suggest that poorer patient and bystander characteristics do not completely explain the poorer outcomes of out-of-hospital cardiac arrests; there may be unknown mechanisms through which the location of cardiac arrest affect the outcomes.
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Affiliation(s)
- Keita Shibahashi
- Tertiary Emergency Medical Center, Tokyo Metropolitan Bokutoh Hospital, 4-23-15, Kotobashi, Sumida-ku, Tokyo 130-8575, Japan.
| | - Kazuhiro Sugiyama
- Tertiary Emergency Medical Center, Tokyo Metropolitan Bokutoh Hospital, 4-23-15, Kotobashi, Sumida-ku, Tokyo 130-8575, Japan
| | - Yusuke Kuwahara
- Tertiary Emergency Medical Center, Tokyo Metropolitan Bokutoh Hospital, 4-23-15, Kotobashi, Sumida-ku, Tokyo 130-8575, Japan
| | - Takuto Ishida
- Tertiary Emergency Medical Center, Tokyo Metropolitan Bokutoh Hospital, 4-23-15, Kotobashi, Sumida-ku, Tokyo 130-8575, Japan
| | - Atsushi Sakurai
- Division of Emergency and Critical Care Medicine Department of Acute Medicine, Nihon University School of Medicine, 30-1, Oyaguchikamicho, Itabashi-ku, Tokyo 173-0032, Japan
| | - Nobuya Kitamura
- Department of Emergency and Critical Care Medicine, Kimitsu Chuo Hospital, 1010, Sakurai, Kisarazu-shi, Chiba 292-8535, Japan
| | - Takashi Tagami
- Department of Emergency and Critical Care Medicine, Nippon Medical School Musashikosugi Hospital, 1-396 Kosugicyou, Nakahara-ku, Kawasaki, Kanagawa 211-8533, Japan
| | - Taka-Aki Nakada
- Department of Emergency and Critical Care Medicine, Chiba University Graduate School of Medicine, 1-8-1, Inohana, Chuo-ku, Chiba 260-8670, Japan
| | - Munekazu Takeda
- Department of Critical Care and Emergency Medicine, Tokyo Women's Medical University, 8-1, Kawada-cho, Shinjuku-ku, Tokyo 162-8666, Japan
| | - Yuichi Hamabe
- Tertiary Emergency Medical Center, Tokyo Metropolitan Bokutoh Hospital, 4-23-15, Kotobashi, Sumida-ku, Tokyo 130-8575, Japan
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The CAHP (cardiac arrest hospital prognosis) score: A tool for risk stratification after out-of-hospital cardiac arrest in elderly patients. Resuscitation 2020; 148:200-206. [DOI: 10.1016/j.resuscitation.2020.01.011] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Revised: 12/29/2019] [Accepted: 01/10/2020] [Indexed: 01/23/2023]
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Woo KK, Can A, Chang DW. Racial Differences in the Utilization of Guideline-Recommended and Life-Sustaining Procedures During Hospitalizations for Out-of-Hospital Cardiac Arrest. J Racial Ethn Health Disparities 2019; 7:403-412. [PMID: 31845289 DOI: 10.1007/s40615-019-00668-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 11/02/2019] [Accepted: 11/05/2019] [Indexed: 01/07/2023]
Abstract
BACKGROUND Racial and ethnic minorities are at risk for disparities in quality of care after out-of-hospital cardiopulmonary arrest (OHCA). As such, we examined associations between race and ethnicity and use of guideline-recommended and life-sustaining procedures during hospitalizations for OHCA. METHODS This was a retrospective study of hospitalizations for OHCA in all acute-care, non-federal California hospitals from 2009 to 2011. Associations between the use of (1) guideline-recommended procedures (cardiac catheterization for ventricular fibrillation/tachycardia, therapeutic hypothermia), (2) life-sustaining procedures (percutaneous endoscopic gastrostomy (PEG)/tracheostomy, renal replacement therapy (RRT)), and (3) palliative care and race/ethnicity were examined using hierarchical logistic regression analysis. RESULTS Among 51,198 hospitalizations for OHCA, unadjusted rates of cardiac catheterization were 34.9% in Whites, 19.8% in Blacks, 27.2% in Hispanics, and 30.9% in Asians (P < 0.01). Rates of therapeutic hypothermia were 2.3% in Whites, 1.1% in Blacks, 1.3% in Hispanics, and 1.9% in Asians (P < 0.01). Rates of PEG/tracheostomy and RRT were 2.2% and 9.8% in Whites, 5.7% and 19.9% in Blacks, 4.2% and 19.9% in Hispanics, and 3.4% and 18.2% in Asians, respectively (P < 0.01). Rates of palliative care were 14.8% in Whites, 9.6% in Blacks, 10.1% in Hispanics, and 14.3% in Asians (P < 0.01). Differences in utilization of procedures persisted after adjustment for patient and hospital-related factors. CONCLUSION Racial and ethnic minorities are less likely to receive guideline-recommended interventions and palliative care, and more likely to receive life-sustaining treatments following OHCA. These findings suggest that significant disparities exist in medical care after OHCA.
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Affiliation(s)
- Kenneth K Woo
- Division of Respiratory and Critical Care Physiology and Medicine, Department of Medicine, Los Angeles Biomed Research Institute at Harbor-University of California Los Angeles Medical Center, 1000 W. Carson Street, Torrance, CA, 90509, USA
| | - Argun Can
- Division of Respiratory and Critical Care Physiology and Medicine, Department of Medicine, Los Angeles Biomed Research Institute at Harbor-University of California Los Angeles Medical Center, 1000 W. Carson Street, Torrance, CA, 90509, USA
| | - Dong W Chang
- Division of Respiratory and Critical Care Physiology and Medicine, Department of Medicine, Los Angeles Biomed Research Institute at Harbor-University of California Los Angeles Medical Center, 1000 W. Carson Street, Torrance, CA, 90509, USA.
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Druwé P, Benoit DD, Monsieurs KG, Gagg J, Nakahara S, Alpert EA, van Schuppen H, Élő G, Huybrechts SA, Mpotos N, Joly LM, Xanthos T, Roessler M, Paal P, Cocchi MN, Bjørshol C, Nurmi J, Salmeron PP, Owczuk R, Svavarsdóttir H, Cimpoesu D, Raffay V, Pachys G, De Paepe P, Piers R. Cardiopulmonary Resuscitation in Adults Over 80: Outcome and the Perception of Appropriateness by Clinicians. J Am Geriatr Soc 2019; 68:39-45. [PMID: 31840239 DOI: 10.1111/jgs.16270] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 08/29/2019] [Accepted: 09/05/2019] [Indexed: 11/29/2022]
Abstract
OBJECTIVES To determine the prevalence of clinician perception of inappropriate cardiopulmonary resuscitation (CPR) regarding the last out-of-hospital cardiac arrest (OHCA) encountered in an adult 80 years or older and its relationship to patient outcome. DESIGN Subanalysis of an international multicenter cross-sectional survey (REAPPROPRIATE). SETTING Out-of-hospital CPR attempts registered in Europe, Israel, Japan, and the United States in adults 80 years or older. PARTICIPANTS A total of 611 clinicians of whom 176 (28.8%) were doctors, 123 (20.1%) were nurses, and 312 (51.1%) were emergency medical technicians/paramedics. RESULTS AND MEASUREMENTS The last CPR attempt among patients 80 years or older was perceived as appropriate by 320 (52.4%) of the clinicians; 178 (29.1%) were uncertain about the appropriateness, and 113 (18.5%) perceived the CPR attempt as inappropriate. The survival to hospital discharge for the "appropriate" subgroup was 8 of 265 (3.0%), 1 of 164 (.6%) in the "uncertain" subgroup, and 2 of 107 (1.9%) in the "inappropriate" subgroup (P = .23); 503 of 564 (89.2%) CPR attempts involved non-shockable rhythms. CPR attempts in nursing homes accounted for 124 of 590 (21.0%) of the patients and were perceived as appropriate by 44 (35.5%) of the clinicians; 45 (36.3%) were uncertain about the appropriateness; and 35 (28.2%) perceived the CPR attempt as inappropriate. The survival to hospital discharge for the nursing home patients was 0 of 107 (0%); 104 of 111 (93.7%) CPR attempts involved non-shockable rhythms. Overall, 36 of 543 (6.6%) CPR attempts were undertaken despite a known written do not attempt resuscitation decision; 14 of 36 (38.9%) clinicians considered this appropriate, 9 of 36 (25.0%) were uncertain about its appropriateness, and 13 of 36 (36.1%) considered this inappropriate. CONCLUSION Our findings show that despite generally poor outcomes for older patients undergoing CPR, many emergency clinicians do not consider these attempts at resuscitation to be inappropriate. A professional and societal debate is urgently needed to ensure that first we do not harm older patients by futile CPR attempts. J Am Geriatr Soc 68:39-45, 2019.
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Affiliation(s)
- Patrick Druwé
- Department of Intensive Care Medicine, Ghent University Hospital, Ghent, Belgium
| | - Dominique D Benoit
- Department of Intensive Care Medicine, Ghent University Hospital, Ghent, Belgium
| | | | - James Gagg
- Department of Emergency Medicine, Musgrove Park Hospital, Taunton and Somerset NHS Foundation Trust, Taunton, United Kingdom
| | | | | | - Hans van Schuppen
- Department of Anesthesiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Gábor Élő
- Department of Anaesthesiology and Intensive Therapy, Semmelweis University, Budapest, Hungary
| | - Sofie A Huybrechts
- Department of Emergency Medicine, Antwerp University Hospital, Antwerp, Belgium
| | - Nicolas Mpotos
- Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Luc-Marie Joly
- Department of Emergency Medicine, Rouen University Hospital, Rouen, France
| | - Theodoros Xanthos
- European University, Nicosia, Cyprus, Hellenic Society of Cardiopulmonary Resuscitation, Athens, Greece
| | - Markus Roessler
- Department of Anaesthesiology, University Medical Centre Göttingen, Göttingen, Germany
| | - Peter Paal
- Department of Anesthesiology and Critical Care Medicine, Hospitallers Brothers Hospital, Medical University Salzburg, Salzburg, Austria
| | - Michael N Cocchi
- Harvard Medical School, Department of Emergency Medicine and Department of Anesthesia Critical Care and Pain Medicine, Division of Critical Care, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Conrad Bjørshol
- Department of Anesthesiology and Intensive Care, Stavanger University Hospital, The Regional Centre for Emergency Medical Research and Development (RAKOS), Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Jouni Nurmi
- Emergency Medicine and Services, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | | | - Radoslaw Owczuk
- Department of Anaesthesiology and Intensive Therapy, Medical University of Gdansk, Gdansk, Poland
| | | | - Diana Cimpoesu
- University of Medicine and Pharmacy Gr.T. Popa and Emergency County Hospital Sf. Spiridon, Iasi, Romania
| | | | - Gal Pachys
- Emergency Department, Sourasky Medical Center, Tel Aviv, Israel
| | - Peter De Paepe
- Department of Emergency Medicine, Ghent University Hospital, Ghent, Belgium
| | - Ruth Piers
- Department of Geriatric Medicine, Ghent University Hospital, Ghent, Belgium
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Affiliation(s)
- George F Glass
- Department of Emergency Medicine, University of Virginia Health System, Charlottesville
| | - William J Brady
- Department of Emergency Medicine, University of Virginia Health System, Charlottesville
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