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Amacher SA, Arpagaus A, Sahmer C, Becker C, Gross S, Urben T, Tisljar K, Sutter R, Marsch S, Hunziker S. Prediction of outcomes after cardiac arrest by a generative artificial intelligence model. Resusc Plus 2024; 18:100587. [PMID: 38433764 PMCID: PMC10906512 DOI: 10.1016/j.resplu.2024.100587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 02/01/2024] [Accepted: 02/11/2024] [Indexed: 03/05/2024] Open
Abstract
Aims To investigate the prognostic accuracy of a non-medical generative artificial intelligence model (Chat Generative Pre-Trained Transformer 4 - ChatGPT-4) as a novel aspect in predicting death and poor neurological outcome at hospital discharge based on real-life data from cardiac arrest patients. Methods This prospective cohort study investigates the prognostic performance of ChatGPT-4 to predict outcomes at hospital discharge of adult cardiac arrest patients admitted to intensive care at a large Swiss tertiary academic medical center (COMMUNICATE/PROPHETIC cohort study). We prompted ChatGPT-4 with sixteen prognostic parameters derived from established post-cardiac arrest scores for each patient. We compared the prognostic performance of ChatGPT-4 regarding the area under the curve (AUC), sensitivity, specificity, positive and negative predictive values, and likelihood ratios of three cardiac arrest scores (Out-of-Hospital Cardiac Arrest [OHCA], Cardiac Arrest Hospital Prognosis [CAHP], and PROgnostication using LOGistic regression model for Unselected adult cardiac arrest patients in the Early stages [PROLOGUE score]) for in-hospital mortality and poor neurological outcome. Results Mortality at hospital discharge was 43% (n = 309/713), 54% of patients (n = 387/713) had a poor neurological outcome. ChatGPT-4 showed good discrimination regarding in-hospital mortality with an AUC of 0.85, similar to the OHCA, CAHP, and PROLOGUE (AUCs of 0.82, 0.83, and 0.84, respectively) scores. For poor neurological outcome, ChatGPT-4 showed a similar prediction to the post-cardiac arrest scores (AUC 0.83). Conclusions ChatGPT-4 showed a similar performance in predicting mortality and poor neurological outcome compared to validated post-cardiac arrest scores. However, more research is needed regarding illogical answers for potential incorporation of an LLM in the multimodal outcome prognostication after cardiac arrest.
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Affiliation(s)
- Simon A. Amacher
- Intensive Care Medicine, Department of Acute Medical Care, University Hospital Basel, Basel, Switzerland
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
- Emergency Medicine, Department of Acute Medical Care, University Hospital Basel, Basel, Switzerland
| | - Armon Arpagaus
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
| | - Christian Sahmer
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
| | - Christoph Becker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
- Emergency Medicine, Department of Acute Medical Care, University Hospital Basel, Basel, Switzerland
| | - Sebastian Gross
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
| | - Tabita Urben
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
| | - Kai Tisljar
- Intensive Care Medicine, Department of Acute Medical Care, University Hospital Basel, Basel, Switzerland
| | - Raoul Sutter
- Intensive Care Medicine, Department of Acute Medical Care, University Hospital Basel, Basel, Switzerland
- Medical Faculty, University of Basel, Basel, Switzerland
- Division of Neurophysiology, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Stephan Marsch
- Intensive Care Medicine, Department of Acute Medical Care, University Hospital Basel, Basel, Switzerland
- Medical Faculty, University of Basel, Basel, Switzerland
| | - Sabina Hunziker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
- Medical Faculty, University of Basel, Basel, Switzerland
- Post-Intensive Care Clinic, University Hospital Basel, Basel, Switzerland
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Amacher SA, Sahmer C, Becker C, Gross S, Arpagaus A, Urben T, Tisljar K, Emsden C, Sutter R, Marsch S, Hunziker S. Post-intensive care syndrome and health-related quality of life in long-term survivors of cardiac arrest: a prospective cohort study. Sci Rep 2024; 14:10533. [PMID: 38719863 PMCID: PMC11079009 DOI: 10.1038/s41598-024-61146-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 05/02/2024] [Indexed: 05/12/2024] Open
Abstract
Patients discharged from intensive care are at risk for post-intensive care syndrome (PICS), which consists of physical, psychological, and/or neurological impairments. This study aimed to analyze PICS at 24 months follow-up, to identify potential risk factors for PICS, and to assess health-related quality of life in a long-term cohort of adult cardiac arrest survivors. This prospective cohort study included adult cardiac arrest survivors admitted to the intensive care unit of a Swiss tertiary academic medical center. The primary endpoint was the prevalence of PICS at 24 months follow-up, defined as impairments in physical (measured through the European Quality of Life 5-Dimensions-3-Levels instrument [EQ-5D-3L]), neurological (defined as Cerebral Performance Category Score > 2 or Modified Rankin Score > 3), and psychological (based on the Hospital Anxiety and Depression Scale and the Impact of Event Scale-Revised) domains. Among 107 cardiac arrest survivors that completed the 2-year follow-up, 46 patients (43.0%) had symptoms of PICS, with 41 patients (38.7%) experiencing symptoms in the physical domain, 16 patients (15.4%) in the psychological domain, and 3 patients (2.8%) in the neurological domain. Key predictors for PICS in multivariate analyses were female sex (adjusted odds ratio [aOR] 3.17, 95% CI 1.08 to 9.3), duration of no-flow interval during cardiac arrest (minutes) (aOR 1.17, 95% CI 1.02 to 1.33), post-discharge job-loss (aOR 31.25, 95% CI 3.63 to 268.83), need for ongoing psychological support (aOR 3.64, 95% CI 1.29 to 10.29) or psychopharmacologic treatment (aOR 9.49, 95% CI 1.9 to 47.3), and EQ-visual analogue scale (points) (aOR 0.88, 95% CI 0.84 to 0.93). More than one-third of cardiac arrest survivors experience symptoms of PICS 2 years after resuscitation, with the highest impairment observed in the physical and psychological domains. However, long-term survivors of cardiac arrest report intact health-related quality of life when compared to the general population. Future research should focus on appropriate prevention, screening, and treatment strategies for PICS in cardiac arrest patients.
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Affiliation(s)
- Simon A Amacher
- Intensive Care Medicine, Department of Acute Medical Care, University Hospital Basel, Basel, Switzerland
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
- Emergency Medicine, Department of Acute Medical Care, University Hospital Basel, Basel, Switzerland
| | - Christian Sahmer
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Christoph Becker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
- Emergency Medicine, Department of Acute Medical Care, University Hospital Basel, Basel, Switzerland
| | - Sebastian Gross
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Armon Arpagaus
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Tabita Urben
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Kai Tisljar
- Intensive Care Medicine, Department of Acute Medical Care, University Hospital Basel, Basel, Switzerland
| | - Christian Emsden
- Intensive Care Medicine, Department of Acute Medical Care, University Hospital Basel, Basel, Switzerland
- Post-Intensive Care Clinic, University Hospital Basel, Basel, Switzerland
| | - Raoul Sutter
- Intensive Care Medicine, Department of Acute Medical Care, University Hospital Basel, Basel, Switzerland
- Medical Faculty, University of Basel, Basel, Switzerland
- Division of Neurophysiology, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Stephan Marsch
- Intensive Care Medicine, Department of Acute Medical Care, University Hospital Basel, Basel, Switzerland
- Medical Faculty, University of Basel, Basel, Switzerland
| | - Sabina Hunziker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland.
- Post-Intensive Care Clinic, University Hospital Basel, Basel, Switzerland.
- Medical Faculty, University of Basel, Basel, Switzerland.
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Brodska H, Smalcova J, Kavalkova P, Lavage DR, Dusik M, Belohlavek J, Drabek T. Biomarkers for neuroprognostication after standard versus extracorporeal cardiopulmonary resuscitation - A sub-analysis of Prague-OHCA study. Resuscitation 2024; 199:110219. [PMID: 38649087 DOI: 10.1016/j.resuscitation.2024.110219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 04/09/2024] [Accepted: 04/14/2024] [Indexed: 04/25/2024]
Abstract
BACKGROUND Limited evidence exists for prognostic performance of biomarkers in patients resuscitated from out-of-hospital cardiac arrest (OHCA) with extracorporeal CPR (ECPR). We hypothesized that (1) the time course and (2) prognostic performance of biomarkers might differ between CPR and ECPR in a sub-analysis of Prague-OHCA study. METHODS Patients received either CPR (n = 164) or ECPR (n = 92). The primary outcome was favorable neurologic survival at 180 days [cerebral performance category (CPC) 1-2]. Secondary outcomes included biomarkers of neurologic injury, inflammation and hemocoagulation. RESULTS Favorable neurologic outcome was not different between groups: CPR 29.3% vs. ECPR 21.7%; p = 0.191. Biomarkers exhibited similar trajectories in both groups, with better values in patients with CPC 1-2. Procalcitonin (PCT) was higher in ECPR group at 24-72 h (all p < 0.01). Neuron-specific enolase (NSE), C-reactive protein and neutrophil-to-lymphocyte ratio did not differ between groups. Platelets, D-dimers and fibrinogen were lower in ECPR vs. CPR groups at 24-72 h (all p < 0.001). ROC analysis (24-48-72 h) showed the best performance of NSE in both CPR and ECPR groups (AUC 0.89 vs. 0.78; 0.9 vs. 0.9; 0.91 vs. 0.9). PCT showed good performance specifically in ECPR (0.72 vs. 0.84; 0.73 vs. 0.87; 0.73 vs. 0.86). Optimal cutoff points of NSE and PCT were higher in ECPR vs. CPR. CONCLUSIONS Biomarkers exhibited similar trajectories although absolute values tended to be higher in ECPR. NSE had superior performance in both groups. PCT showed a good performance specifically in ECPR. Additional biomarkers may have modest incremental value. Prognostication algorithms should reflect the resuscitation method.
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Affiliation(s)
- Helena Brodska
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, U Nemocnice 499/2, 128 08 Prague, Czech Republic
| | - Jana Smalcova
- First Faculty of Medicine, Charles University and General University Hospital in Prague, Katerinska 32, Prague, Czech Republic; Emergency Medical Service in Prague, Korunni 98, Prague, Czech Republic
| | - Petra Kavalkova
- 2nd Department of Medicine - Department of Cardiovascular Medicine, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, U Nemocnice 499/2, 128 08 Prague, Czech Republic
| | - Danielle R Lavage
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh School of Medicine and UPMC, 200 Lothrop St, Pittsburgh PA 15213, United States
| | - Milan Dusik
- 2nd Department of Medicine - Department of Cardiovascular Medicine, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, U Nemocnice 499/2, 128 08 Prague, Czech Republic
| | - Jan Belohlavek
- 2nd Department of Medicine - Department of Cardiovascular Medicine, First Faculty of Medicine, Charles University in Prague and General University Hospital in Prague, U Nemocnice 499/2, 128 08 Prague, Czech Republic
| | - Tomas Drabek
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh School of Medicine and UPMC, 200 Lothrop St, Pittsburgh PA 15213, United States; Safar Center for Resuscitation Research, University of Pittsburgh School of Medicine, John G. Rangos Research Center, 4401 Penn Avenue, Pittsburgh, PA 15224, United States.
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Urben T, Amacher SA, Becker C, Gross S, Arpagaus A, Tisljar K, Sutter R, Pargger H, Marsch S, Hunziker S. Red blood cell distribution width for the prediction of outcomes after cardiac arrest. Sci Rep 2023; 13:15081. [PMID: 37700019 PMCID: PMC10497505 DOI: 10.1038/s41598-023-41984-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 09/04/2023] [Indexed: 09/14/2023] Open
Abstract
The red blood cell distribution width (RDW) is a routinely available blood marker that measures the variation of the size/volume of red blood cells. The aim of our study was to investigate the prognostic value of RDW in cardiac arrest patients and to assess whether RDW improves the prognostic value of three cardiac arrest-specific risk scores. Consecutive adult cardiac arrest patients admitted to the ICU of a Swiss university hospital were included. The primary outcome was poor neurological outcome at hospital discharge assessed by Cerebral Performance Category. Of 702 patients admitted to the ICU after cardiac arrest, 400 patients (57.0%) survived, of which 323 (80.8%) had a good neurological outcome. Higher mean RDW values showed an independent association with poor neurological outcomes at hospital discharge (adjusted OR 1.27, 95% CI 1.14 to 1.41; p < 0.001). Adding the maximum RDW value to the OHCA- CAHP- and PROLOGUE cardiac arrest scores improved prognostic performance. Within this cohort of cardiac arrest patients, RDW was an independent outcome predictor and slightly improved three cardiac arrest-specific risk scores. RDW may therefore support clinical decision-making.
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Affiliation(s)
- Tabita Urben
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Simon A Amacher
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland
| | - Christoph Becker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
- Department of Emergency Medicine, University Hospital Basel, Basel, Switzerland
| | - Sebastian Gross
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Armon Arpagaus
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Kai Tisljar
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland
| | - Raoul Sutter
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland
- Medical Faculty, University of Basel, Basel, Switzerland
| | - Hans Pargger
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland
- Medical Faculty, University of Basel, Basel, Switzerland
| | - Stephan Marsch
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland
- Medical Faculty, University of Basel, Basel, Switzerland
| | - Sabina Hunziker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland.
- Medical Faculty, University of Basel, Basel, Switzerland.
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Yoon JH, Choi WS, Lim YS, Jang JH. Comparison of Prognostic Performance between Procalcitonin and Procalcitonin-to-Albumin Ratio in Post Cardiac Arrest Syndrome. J Clin Med 2023; 12:4568. [PMID: 37510683 PMCID: PMC10380844 DOI: 10.3390/jcm12144568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 07/01/2023] [Accepted: 07/03/2023] [Indexed: 07/30/2023] Open
Abstract
(1) Background: Post-cardiac arrest syndrome (PCAS) is a type of global ischemic reperfusion injury that occurs after the return of spontaneous circulation (ROSC). The procalcitonin to albumin ratio (PAR) has been studied as an independent prognostic factor of various diseases. There are no previous studies of PAR in patients with PCAS. We assessed if PAR is more effective than procalcitonin (PCT) in predicting prognosis for patients with PCAS. (2) Methods: This retrospective cohort study included a total of 187 patients with PCAS after non-traumatic out-of-hospital cardiac arrest (OHCA) between January 2016 and December 2020. Multivariate logistic regression analysis was conducted to assess the association between PAR and PCAS prognosis. The predictive performance of PAR was compared with PCT via the receiver-operating characteristic (ROC) analysis and DeLong test.; (3) Results: PAR at 24 and 48 h after hospital admission were independently associated with one-month neurological outcome (OR: 1.167, 95% CI: 1.023-1.330; OR: 1.077, 95% CI: 1.012-1.146, p < 0.05). By ROC analysis, PAR showed better performance over PCT at 48 h after admission in predicting one-month CPC (0.763 vs. 0.772, p = 0.010). (4) Conclusions: Our findings suggest that PAR at 48 h after admission is more effective in predicting a one-month neurological outcome than PCT at 48 h after admission in patients with PCAS after OHCA.
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Affiliation(s)
- Ju Hee Yoon
- Department of Emergency Medicine, Gachon University Gil Medical Center, Incheon 21565, Republic of Korea
| | - Woo Sung Choi
- Department of Emergency Medicine, Gachon University Gil Medical Center, Incheon 21565, Republic of Korea
| | - Yong Su Lim
- Department of Emergency Medicine, Gachon University College of Medicine, Incheon 21565, Republic of Korea
| | - Jae Ho Jang
- Department of Emergency Medicine, Gachon University College of Medicine, Incheon 21565, Republic of Korea
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Kim J, Kim YW, Kim TY. Diagnostic Value of Serum Lactate Dehydrogenase Level Measured in the Emergency Department in Predicting Clinical Outcome in Out-of-Hospital Cardiac Arrest: A Multicenter, Observational Study. J Clin Med 2023; 12:jcm12083006. [PMID: 37109341 PMCID: PMC10146741 DOI: 10.3390/jcm12083006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 04/17/2023] [Accepted: 04/19/2023] [Indexed: 04/29/2023] Open
Abstract
INTRODUCTION Out-of-hospital cardiac arrest (OHCA) is complex, and risk stratification tools have the potential to include components other than clinical risk indicators, thus requiring extensive studies. Simple and accurate biomarkers for OHCA patients with poor prognoses are still needed. Serum lactate dehydrogenase (LDH) has been identified as a risk factor in patients with various diseases, such as cancer, liver disease, severe infections, and sepsis. The primary aim of this study was to assess the accuracy of LDH values at initial presentation in the emergency department (ED) in predicting the clinical outcome in OHCA. METHODS This retrospective multicenter observational study was performed in the ED of two tertiary university hospitals and one general hospital between January 2015 and December 2021. All patients with OHCA who visited the ED were included. The primary outcome was the sustained return of spontaneous circulation (ROSC; >20 min) after advanced cardiac life support (ACLS). The secondary outcome was survival to discharge (including home care and nursing care discharge) among patients with ROSC. The neurological prognosis was considered a tertiary outcome in patients who survived to discharge. RESULTS In total, 759 patients were enrolled in the final analysis. The median LDH level in the ROSC group was 448 U/L (range: 112-4500), which was significantly lower than that in the no-ROSC group (p < 0.001). The median LDH level in the survival-to-discharge group was 376 U/L (range: 171-1620), which was significantly lower than that in the death group (p < 0.001). Using the adjusted model, the odds ratio of the LDH value (≤634 U/L) for primary outcomes was 2.418 (1.665-3.513) and the odds ratio of LDH value (≤553 U/L) for secondary outcomes was 4.961 (2.184-11.269). CONCLUSIONS In conclusion, the serum LDH levels of patients with OHCA measured in the ED can potentially serve as a predictive marker for clinical outcomes such as ROSC and survival to discharge, although it may be difficult to predict neurological outcomes.
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Affiliation(s)
- Jihyun Kim
- Department of Emergency Medicine, Dongguk University Ilsan Hospital, Dongguk University College of Medicine, Goyang 10326, Republic of Korea
| | - Yong Won Kim
- Department of Emergency Medicine, Dongguk University Ilsan Hospital, Dongguk University College of Medicine, Goyang 10326, Republic of Korea
| | - Tae-Youn Kim
- Department of Emergency Medicine, Dongguk University Ilsan Hospital, Dongguk University College of Medicine, Goyang 10326, Republic of Korea
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Blatter R, Gökduman B, Amacher SA, Becker C, Beck K, Gross S, Tisljar K, Sutter R, Pargger H, Marsch S, Hunziker S. External validation of the PROLOGUE score to predict neurological outcome in adult patients after cardiac arrest: a prospective cohort study. Scand J Trauma Resusc Emerg Med 2023; 31:16. [PMID: 37016393 PMCID: PMC10074653 DOI: 10.1186/s13049-023-01081-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 03/24/2023] [Indexed: 04/06/2023] Open
Abstract
BACKGROUND The PROLOGUE score (PROgnostication using LOGistic regression model for Unselected adult cardiac arrest patients in the Early stages) is a novel prognostic model for the prediction of neurological outcome after cardiac arrest, which showed exceptional performance in the internal validation. The aim of this study is to validate the PROLOGUE score in an independent cohort of unselected adult cardiac arrest patients and to compare it to the thoroughly validated Out-of-Hospital Cardiac Arrest (OHCA) and Cardiac Arrest Hospital Prognosis (CAHP) scores. METHODS This study included consecutive adult cardiac arrest patients admitted to the intensive care unit (ICU) of a Swiss tertiary teaching hospital between October 2012 and July 2022. The primary endpoint was poor neurological outcome at hospital discharge, defined as a Cerebral Performance Category (CPC) score of 3 to 5 including death. RESULTS Of 687 patients included in the analysis, 321 (46.7%) survived to hospital discharge with good neurological outcome, 68 (9.9%) survived with poor neurological outcome and 298 (43.4%) died. The PROLOGUE score showed an area under the receiver operating characteristic curve (AUROC) of 0.83 (95% CI 0.80 to 0.86) and good calibration for the prediction of the primary outcome. The OHCA and CAHP score showed similar performance (AUROC 0.83 and 0.84 respectively), the differences between the three scores were not significant (p = 0.495). In a subgroup analysis, the PROLOGUE score performed equally in out-of-hospital and in-hospital cardiac arrest patients whereas the OHCA and CAHP score performed significantly better in OHCA patients. CONCLUSION The PROLOGUE score showed good prognostic accuracy for the early prediction of neurological outcome in adult cardiac arrest survivors in our cohort and might support early goals-of-care discussions in the ICU. Trial registration Not applicable.
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Affiliation(s)
- René Blatter
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Bulus Gökduman
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Simon A Amacher
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland
- Department of Emergency Medicine, University Hospital Basel, Basel, Switzerland
| | - Christoph Becker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
- Department of Emergency Medicine, University Hospital Basel, Basel, Switzerland
| | - Katharina Beck
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Sebastian Gross
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Kai Tisljar
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland
| | - Raoul Sutter
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland
- Medical Faculty, University of Basel, Basel, Switzerland
| | - Hans Pargger
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland
- Medical Faculty, University of Basel, Basel, Switzerland
| | - Stephan Marsch
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland
- Medical Faculty, University of Basel, Basel, Switzerland
| | - Sabina Hunziker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland.
- Medical Faculty, University of Basel, Basel, Switzerland.
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Pekkarinen PT, Carbone F, Minetti S, Ramoni D, Ristagno G, Latini R, Wihersaari L, Blennow K, Zetterberg H, Toppila J, Jakkula P, Reinikainen M, Montecucco F, Skrifvars MB. Markers of neutrophil mediated inflammation associate with disturbed continuous electroencephalogram after out of hospital cardiac arrest. Acta Anaesthesiol Scand 2023; 67:94-103. [PMID: 36053856 PMCID: PMC10087484 DOI: 10.1111/aas.14145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 07/06/2022] [Accepted: 08/17/2022] [Indexed: 12/29/2022]
Abstract
BACKGROUND Achieving an acceptable neurological outcome in cardiac arrest survivors remains challenging. Ischemia-reperfusion injury induces inflammation, which may cause secondary neurological damage. We studied the association of ICU admission levels of inflammatory biomarkers with disturbed 48-hour continuous electroencephalogram (cEEG), and the association of the daily levels of these markers up to 72 h with poor 6-month neurological outcome. METHODS This is an observational, post hoc sub-study of the COMACARE trial. We measured serum concentrations of procalcitonin (PCT), high-sensitivity C-reactive protein (hsCRP), osteopontin (OPN), myeloperoxidase (MPO), resistin, and proprotein convertase subtilisin/kexin type 9 (PCSK9) in 112 unconscious, mechanically ventilated ICU-treated adult OHCA survivors with initial shockable rhythm. We used grading of 48-hour cEEG monitoring as a measure for the severity of the early neurological disturbance. We defined 6-month cerebral performance category (CPC) 1-2 as good and CPC 3-5 as poor long-term neurological outcome. We compared the prognostic value of biomarkers for 6-month neurological outcome to neurofilament light (NFL) measured at 48 h. RESULTS Higher OPN (p = .03), MPO (p < .01), and resistin (p = .01) concentrations at ICU admission were associated with poor grade 48-hour cEEG. Higher levels of ICU admission OPN (OR 3.18; 95% CI 1.25-8.11 per ln[ng/ml]) and MPO (OR 2.34; 95% CI 1.30-4.21) were independently associated with poor 48-hour cEEG in a multivariable logistic regression model. Poor 6-month neurological outcome was more common in the poor cEEG group (63% vs. 19% p < .001, respectively). We found a significant fixed effect of poor 6-month neurological outcome on concentrations of PCT (F = 7.7, p < .01), hsCRP (F = 4.0, p < .05), and OPN (F = 5.6, p < .05) measured daily from ICU admission to 72 h. However, the biomarkers did not have independent predictive value for poor 6-month outcome in a multivariable logistic regression model with 48-hour NFL. CONCLUSION Elevated ICU admission levels of OPN and MPO predicted disturbances in cEEG during the subsequent 48 h after cardiac arrest. Thus, they may provide early information about the risk of secondary neurological damage. However, the studied inflammatory markers had little value for long-term prognostication compared to 48-hour NFL.
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Affiliation(s)
- Pirkka T Pekkarinen
- Division of Intensive Care, Department of Anaesthesiology, Intensive Care and Pain Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Federico Carbone
- Department of Internal Medicine, IRCCS Ospedale Policlinico San Martino Genoa-Italian Cardiovascular Network, Genoa, Italy.,First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Silvia Minetti
- Department of Internal Medicine, IRCCS Ospedale Policlinico San Martino Genoa-Italian Cardiovascular Network, Genoa, Italy.,First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Davide Ramoni
- Department of Internal Medicine, IRCCS Ospedale Policlinico San Martino Genoa-Italian Cardiovascular Network, Genoa, Italy.,First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Giuseppe Ristagno
- Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy.,Department of Anesthesiology, Intensive Care and Emergency, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Roberto Latini
- Cardiovascular Medicine, Mario Negri Institute for Pharmacological Research IRCCS, Milan, Italy
| | - Lauri Wihersaari
- Department of Anaesthesiology and Intensive Care, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK.,UK Dementia Research Institute at UCL, London, UK.,Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
| | - Jussi Toppila
- Department of Clinical Neurophysiology, Medical Imaging Center, Helsinki University Central Hospital and Department of Clinical Neurosciences (Neurophysiology), University of Helsinki, Helsinki, Finland
| | - Pekka Jakkula
- Division of Intensive Care, Department of Anaesthesiology, Intensive Care and Pain Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Matti Reinikainen
- Department of Anaesthesiology and Intensive Care, Kuopio University Hospital and University of Eastern Finland, Kuopio, Finland
| | - Fabrizio Montecucco
- Department of Internal Medicine, IRCCS Ospedale Policlinico San Martino Genoa-Italian Cardiovascular Network, Genoa, Italy.,First Clinic of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Markus B Skrifvars
- Department of Emergency Care and Services, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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9
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Vincent A, Beck K, Thommen E, Widmer M, Becker C, Loretz N, Gross S, Mueller J, Amacher SA, Bohren C, Schaefert R, Gaab J, Marsch S, Emsden C, Tisljar K, Sutter R, Hunziker S. Post-intensive care syndrome in out-of-hospital cardiac arrest patients: A prospective observational cohort study. PLoS One 2022; 17:e0276011. [PMID: 36240252 PMCID: PMC9565684 DOI: 10.1371/journal.pone.0276011] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 09/27/2022] [Indexed: 11/21/2022] Open
Abstract
INTRODUCTION Intensive care unit patients are at risk for post-intensive care syndrome (PICS), which includes psychological, physical and/or cognitive sequelae after their hospital stay. Our aim was to investigate PICS in adult patients with out-of-hospital cardiac arrest (OHCA). METHODS In this prospective observational cohort study, we assessed risks for PICS at 3 and 12-month follow-up within the following domains: a) physical impairment (EuroQol [EQ-5D-3L]), b) cognitive functioning (Cerebral Performance Category [CPC] score >1, modified Rankin Scale [mRS] >2) and c) psychological burden (Hospital Anxiety and Depression Scale [HADS], Impact of Event Scale-Revised [IES-R]). RESULTS At 3 months, 69/139 patients (50%) met the definition of PICS including 37% in the physical domain, 25% in the cognitive domain and 13% in the psychological domain. Intubation (OR 2.3, 95%CI 1.1 to 5,0 p = 0.03), sedatives (OR 3.4, 95%CI 1 to 11, p = 0.045), mRS at discharge (OR 4.3, 95%CI 1.70 to 11.01, p = 0.002), CPC at discharge (OR 3.3, 95%CI 1.4 to 7.6, p = 0.005) and post-discharge work loss (OR 13.4, 95%CI 1.7 to 107.5, p = 0.014) were significantly associated with PICS. At 12 months, 52/110 (47%) patients had PICS, which was associated with prolonged duration of rehabilitation, higher APACHE scores, and higher mRS and CPC scores at hospital discharge. CONCLUSIONS Nearly half of long-term OHCA survivors show PICS after 3 and 12 months. These high numbers call for more emphasis on appropriate screening and treatment in this patient population. Future studies should evaluate whether early identification of these patients enables preventive strategies and treatment options.
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Affiliation(s)
- Alessia Vincent
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse, Basel, Switzerland
- Division of Clinical Psychology and Psychotherapy, Faculty of Psychology, University of Basel, Missionsstrasse, Basel, Switzerland
| | - Katharina Beck
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse, Basel, Switzerland
| | - Emanuel Thommen
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse, Basel, Switzerland
| | - Madlaina Widmer
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse, Basel, Switzerland
| | - Christoph Becker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse, Basel, Switzerland
- Emergency Department, University Hospital Basel, Petersgraben, Basel, Switzerland
| | - Nina Loretz
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse, Basel, Switzerland
| | - Sebastian Gross
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse, Basel, Switzerland
- Division of Clinical Psychology and Psychotherapy, Faculty of Psychology, University of Basel, Missionsstrasse, Basel, Switzerland
| | - Jonas Mueller
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse, Basel, Switzerland
| | - Simon A. Amacher
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse, Basel, Switzerland
- Department of Intensive Care, University Hospital Basel, Petersgraben, Basel, Switzerland
| | - Chantal Bohren
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse, Basel, Switzerland
| | - Rainer Schaefert
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse, Basel, Switzerland
- Medical Faculty, University of Basel, Klingelbergstrasse, Basel, Switzerland
| | - Jens Gaab
- Division of Clinical Psychology and Psychotherapy, Faculty of Psychology, University of Basel, Missionsstrasse, Basel, Switzerland
| | - Stephan Marsch
- Department of Intensive Care, University Hospital Basel, Petersgraben, Basel, Switzerland
- Medical Faculty, University of Basel, Klingelbergstrasse, Basel, Switzerland
| | - Christian Emsden
- Department of Intensive Care, University Hospital Basel, Petersgraben, Basel, Switzerland
| | - Kai Tisljar
- Department of Intensive Care, University Hospital Basel, Petersgraben, Basel, Switzerland
| | - Raoul Sutter
- Department of Intensive Care, University Hospital Basel, Petersgraben, Basel, Switzerland
- Medical Faculty, University of Basel, Klingelbergstrasse, Basel, Switzerland
| | - Sabina Hunziker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse, Basel, Switzerland
- Medical Faculty, University of Basel, Klingelbergstrasse, Basel, Switzerland
- * E-mail:
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10
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Blatter R, Amacher SA, Bohren C, Becker C, Beck K, Gross S, Tisljar K, Sutter R, Marsch S, Hunziker S. Comparison of different clinical risk scores to predict long-term survival and neurological outcome in adults after cardiac arrest: results from a prospective cohort study. Ann Intensive Care 2022; 12:77. [PMID: 35978065 PMCID: PMC9385915 DOI: 10.1186/s13613-022-01048-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 07/18/2022] [Indexed: 11/17/2022] Open
Abstract
Background Several scoring systems have been used to predict short-term outcome in patients with out-of-hospital cardiac arrest (OHCA), including the disease-specific OHCA and CAHP (Cardiac Arrest Hospital Prognosis) scores, as well as the general severity-of-illness scores Acute Physiology and Chronic Health Evaluation II (APACHE II) and Simplified Acute Physiology Score II (SAPS II). This study aimed to assess the prognostic performance of these four scores to predict long-term outcomes (≥ 2 years) in adult cardiac arrest patients. Methods This is a prospective single-centre cohort study including consecutive cardiac arrest patients admitted to intensive care in a Swiss tertiary academic medical centre. The primary endpoint was 2-year mortality. Secondary endpoints were neurological outcome at 2 years post-arrest assessed by Cerebral Performance Category with CPC 1–2 defined as good and CPC 3–5 as poor neurological outcome, and 6-year mortality. Results In 415 patients admitted to intensive care, the 2-year mortality was 58.1%, with 96.7% of survivors showing good neurological outcome. The 6-year mortality was 82.5%. All four scores showed good discriminatory performance for 2-year mortality, with areas under the receiver operating characteristics curve (AUROC) of 0.82, 0.87, 0.83 and 0.81 for the OHCA, CAHP, APACHE II and SAPS II scores. The results were similar for poor neurological outcome at 2 years and 6-year mortality. Conclusion This study suggests that two established cardiac arrest-specific scores and two severity-of-illness scores provide good prognostic value to predict long-term outcome after cardiac arrest and thus may help in early goals-of-care discussions. Supplementary Information The online version contains supplementary material available at 10.1186/s13613-022-01048-y.
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Affiliation(s)
- René Blatter
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Simon A Amacher
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland.,Intensive Care Unit, University Hospital Basel, Basel, Switzerland
| | - Chantal Bohren
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Christoph Becker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland.,Department of Emergency Medicine, University Hospital Basel, Basel, Switzerland
| | - Katharina Beck
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Sebastian Gross
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Kai Tisljar
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland
| | - Raoul Sutter
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland.,Medical Faculty, University of Basel, Basel, Switzerland
| | - Stephan Marsch
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland.,Medical Faculty, University of Basel, Basel, Switzerland
| | - Sabina Hunziker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland. .,Medical Faculty, University of Basel, Basel, Switzerland.
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11
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Toftgaard Pedersen A, Kjaergaard J, Hassager C, Frydland M, Hartvig Thomsen J, Klein A, Schmidt H, Møller JE, Wiberg S. Association between inflammatory markers and survival in comatose, resuscitated out-of-hospital cardiac arrest patients. SCAND CARDIOVASC J 2022; 56:85-90. [PMID: 35546563 DOI: 10.1080/14017431.2022.2074093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
OBJECTIVES Prognostication after out-of-hospital cardiac arrest (OHCA) remains challenging. The inflammatory response after OHCA has been associated with increased mortality. This study investigates the associations and predictive value between inflammatory markers and outcome in resuscitated OHCA patients. DESIGN The study is based on post hoc analyses of a double-blind controlled trial, where resuscitated OHCA patients were randomized to receive either exenatide or placebo. Blood was analyzed for levels of inflammatory markers the day following admission. Primary endpoint was time to death for up to 180 days. Secondary endpoints included 180-day mortality and poor neurological outcome after 180 days, defined as a cerebral performance category (CPC) of 3 to 5. RESULTS Among 110 included patients we found significant associations between higher leucocyte quartile and increasing mortality in univariable analysis (OR 2.6 (95%CI 1.6-4.2), p < .001), as well as in multivariable analysis (OR 2.1 (95%CI 1.1-4.0), p = .02). A significant association was found between higher neutrophil quartile and increasing mortality in univariable analysis (OR 3.0 (95%CI 1.8-5.0), p < .001) as well as multivariable analysis (OR 2.4 (95%CI 1.2-4.6), p = .01). Leucocyte and neutrophil levels were predictive of poor outcome after 180 days with area under the receiver operating characteristics curves of 0.79 and 0.81, respectively. We found no associations between CRP and lymphocyte levels versus outcome. CONCLUSIONS Total leucocyte count and neutrophil levels measured the first day following OHCA were significantly associated with 180-day all-cause mortality and may potentially act as early predictors of outcome. CLINICAL TRIAL REGISTRATION www.clinicaltrials.gov, unique identifier: NCT02442791.
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Affiliation(s)
- Anne Toftgaard Pedersen
- Department of Cardiology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Jesper Kjaergaard
- Department of Cardiology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Christian Hassager
- Department of Cardiology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark.,Department of Clinical Medicine, Copenhagen University, Copenhagen, Denmark
| | - Martin Frydland
- Department of Cardiology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Jakob Hartvig Thomsen
- Department of Cardiology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Anika Klein
- Department of Cardiology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Henrik Schmidt
- Department of Intensive Care, Odense University Hospital, Odense, Denmark
| | | | - Sebastian Wiberg
- Department of Cardiology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
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12
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Loretz N, Becker C, Hochstrasser S, Metzger K, Beck K, Mueller J, Gross S, Vincent A, Amacher SA, Sutter R, Tisljar K, Schuetz P, Bernasconi L, Neyer P, Pargger H, Marsch S, Hunziker S. Activation of the kynurenine pathway predicts mortality and neurological outcome in cardiac arrest patients: A validation study. J Crit Care 2021; 67:57-65. [PMID: 34673332 DOI: 10.1016/j.jcrc.2021.09.025] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 08/03/2021] [Accepted: 09/01/2021] [Indexed: 01/25/2023]
Abstract
PURPOSE Activation of the kynurenine pathway (KP) has been shown to predict outcome in cardiac arrest (CA) patients. We validated these findings in a Swiss cohort. METHODS We measured admission tryptophan and kynurenine levels in 270 consecutive CA patients (38 in-hospital CA) and investigated associations with in-hospital mortality and neurological outcome at hospital discharge. RESULTS 120 of 270 (44%) patients died in the hospital. Compared to survivors, non-survivors showed higher median initial kynurenine levels (5.28 μmol/l [IQR 2.91 to 7.40] vs 3.58 μmol/l [IQR 2.47 to 5.46]; p < 0.001) and a higher median kynurenine/tryptophan ratio (0.10 μmol/l [IQR 0.07 to 0.17] vs 0.07 μmol/l [IQR 0.05 to 0.1]; p < 0.001). In a model adjusted for age, gender and comorbidities, kynurenine (OR 1.16, 95% CI 1.05 to 1.27; p = 0.001) and kynurenine/tryptophan ratio (OR 1.19, 95% CI 1.08 to 1.31; p = 0.003) were significantly associated with mortality. Results were similar for neurological outcome. CONCLUSIONS Our findings validate a previous study and show associations of the activation of the KP with unfavorable outcomes after CA. Future studies should evaluate whether therapeutic modulation of the KP may impact clinical outcomes after CA.
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Affiliation(s)
- Nina Loretz
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4056 Basel, Switzerland.
| | - Christoph Becker
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4056 Basel, Switzerland; Emergency Department, University Hospital Basel, Petersgraben 2, 4051 Basel, Switzerland.
| | - Seraina Hochstrasser
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4056 Basel, Switzerland.
| | - Kerstin Metzger
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4056 Basel, Switzerland.
| | - Katharina Beck
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4056 Basel, Switzerland.
| | - Jonas Mueller
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4056 Basel, Switzerland.
| | - Sebastian Gross
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4056 Basel, Switzerland.
| | - Alessia Vincent
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4056 Basel, Switzerland.
| | - Simon A Amacher
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4056 Basel, Switzerland; Intensive Care Unit, University Hospital Basel, Petersgraben 4, 4051 Basel, Switzerland.
| | - Raoul Sutter
- Intensive Care Unit, University Hospital Basel, Petersgraben 4, 4051 Basel, Switzerland; Faculty of Medicine, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland.
| | - Kai Tisljar
- Intensive Care Unit, University Hospital Basel, Petersgraben 4, 4051 Basel, Switzerland.
| | - Philipp Schuetz
- Faculty of Medicine, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland; Division of Internal Medicine, Kantonsspital Aarau, Tellstrasse 25, 5001 Aarau, Switzerland.
| | - Luca Bernasconi
- Institute of Laboratory Medicine, Kantonsspital Aarau, Tellstrasse 25, 5001 Aarau, Switzerland.
| | - Peter Neyer
- Institute of Laboratory Medicine, Kantonsspital Aarau, Tellstrasse 25, 5001 Aarau, Switzerland.
| | - Hans Pargger
- Intensive Care Unit, University Hospital Basel, Petersgraben 4, 4051 Basel, Switzerland; Faculty of Medicine, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland.
| | - Stephan Marsch
- Intensive Care Unit, University Hospital Basel, Petersgraben 4, 4051 Basel, Switzerland; Faculty of Medicine, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland.
| | - Sabina Hunziker
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4056 Basel, Switzerland; Faculty of Medicine, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland.
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13
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Schriefl C, Schoergenhofer C, Poppe M, Clodi C, Mueller M, Ettl F, Jilma B, Grafeneder J, Schwameis M, Losert H, Holzer M, Sterz F, Zeiner-Schatzl A. Admission C-reactive protein concentrations are associated with unfavourable neurological outcome after out-of-hospital cardiac arrest. Sci Rep 2021; 11:10279. [PMID: 33986392 DOI: 10.1038/s41598-021-89681-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 04/28/2021] [Indexed: 12/14/2022] Open
Abstract
Whether admission C-reactive protein (aCRP) concentrations are associated with neurological outcome after out-of-hospital cardiac arrest (OHCA) is controversial. Based on established kinetics of CRP, we hypothesized that aCRP may reflect the pre-arrest state of health and investigated associations with neurological outcome. Prospectively collected data from the Vienna Clinical Cardiac Arrest Registry of the Department of Emergency Medicine were analysed. Adults (≥ 18 years) who suffered a non-traumatic OHCA between January 2013 and December 2018 with return of spontaneous circulation, but without extracorporeal cardiopulmonary resuscitation therapy were eligible. The primary endpoint was a composite of unfavourable neurologic function or death (defined as Cerebral Performance Category 3–5) at 30 days. Associations of CRP levels drawn within 30 min of hospital admission were assessed using binary logistic regression. ACRP concentrations were overall low in our population (n = 832), but higher in the unfavourable outcome group [median: 0.44 (quartiles 0.15–1.44) mg/dL vs. 0.26 (0.11–0.62) mg/dL, p < 0.001]. The crude odds ratio for higher aCRP concentrations was 1.19 (95% CI 1.10–1.28, p < 0.001, per mg/dL) to have unfavourable neurological outcome. After multivariate adjustment for traditional prognostication markers the odds ratio of higher aCRP concentrations was 1.13 (95% CI 1.04–1.22, p = 0.002). Sensitivity of aCRP was low, but specificity for unfavourable neurological outcome was 90% for the cut-off at 1.5 mg/dL and 97.5% for 5 mg/dL CRP. In conclusion, high aCRP levels are associated with unfavourable neurological outcome at day 30 after OHCA.
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14
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Lonsain WS, De Lausnay L, Wauters L, Desruelles D, Dewolf P. The prognostic value of early lactate clearance for survival after out-of-hospital cardiac arrest. Am J Emerg Med 2021; 46:56-62. [PMID: 33721591 DOI: 10.1016/j.ajem.2021.03.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Revised: 02/23/2021] [Accepted: 03/04/2021] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Prognostication of survival after out-of-hospital cardiac arrest (OHCA) remains challenging with current guidelines recommending the prognostication no earlier than 72 h after return of spontaneous circulation (ROSC). Prognostic factors that could be used earlier after ROSC, like lactate clearance, are still being studied. OBJECTIVES This paper aims to investigate the prognostic strength of early lactate clearance for survival after OHCA. METHODS This retrospective observational single-center study focuses on patients for whom ROSC was achieved after OHCA. Patients ≥18 years admitted between September 2012 and January 2019, for which arterial serum lactate measurements were available immediately at and 3 h after hospital admission (T0 and T3), were included. RESULTS 192 patients were included. Lactate clearance at T3 (p < 0.001) was identified as an independent predictor for 24 h, 48 h and 72 h survival. Witnessed arrest, bystander CPR and initial shockable rhythm were independent significant predictors for long term survival after ROSC (1 month, 3 months and 1 year; p < 0.05), but not for 24 h survival. Age (above or below 65 years) was not significant for predicting survival. Upon combination of witnessed arrest, bystander CPR and initial shockable rhythm in a multivariate logistic regression model for long term survival, the initial rhythm was the dominant factor in the combined model, making witnessed arrest and bystander CPR redundant. CONCLUSION Lactate clearance at T3 after ROSC is associated with 24 h, 48 h and 72 h survival. Further research is needed to determine how to incorporate lactate clearance as part of a clinically useful tool to predict long term survival.
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Affiliation(s)
- Willemina Sofie Lonsain
- Department of Emergency Medicine, University Hospitals of Leuven, Leuven, Belgium; KULeuven - University, Department of Public Health and Primary Care, Leuven, Belgium
| | - Loranne De Lausnay
- Department of Emergency Medicine, University Hospitals of Leuven, Leuven, Belgium; KULeuven - University, Department of Public Health and Primary Care, Leuven, Belgium
| | - Lina Wauters
- Department of Emergency Medicine, University Hospitals of Leuven, Leuven, Belgium
| | - Didier Desruelles
- Department of Emergency Medicine, University Hospitals of Leuven, Leuven, Belgium
| | - Philippe Dewolf
- Department of Emergency Medicine, University Hospitals of Leuven, Leuven, Belgium; KULeuven - University, Department of Public Health and Primary Care, Leuven, Belgium.
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15
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Hunziker S, Quinto A, Ramin-Wright M, Becker C, Beck K, Vincent A, Tisljar K, Disanto G, Benkert P, Leppert D, Pargger H, Marsch S, Raoul Sutter, Peters N, Kuhle J. Serum neurofilament measurement improves clinical risk scores for outcome prediction after cardiac arrest: results of a prospective study. Crit Care 2021; 25:32. [PMID: 33472689 PMCID: PMC7819224 DOI: 10.1186/s13054-021-03459-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Accepted: 01/04/2021] [Indexed: 12/12/2022]
Abstract
Background A recent study found serum neurofilament light chain (NfL) levels to be strongly associated with poor neurological outcome in patients after cardiac arrest. Our aim was to confirm these findings in an independent validation study and to investigate whether NfL improves the prognostic value of two cardiac arrest-specific risk scores. Methods This prospective, single-center study included 164 consecutive adult after out-of-hospital cardiac arrest (OHCA) patients upon intensive care unit admission. We calculated two clinical risk scores (OHCA, CAHP) and measured NfL on admission within the first 24 h using the single molecule array NF-light® assay. The primary endpoint was neurological outcome at hospital discharge assessed with the cerebral performance category (CPC) score. Results Poor neurological outcome (CPC > 3) was found in 60% (98/164) of patients, with 55% (91/164) dying within 30 days of hospitalization. Compared to patients with favorable outcome, NfL was 14-times higher in patients with poor neurological outcome (685 ± 1787 vs. 49 ± 111 pg/mL), with an adjusted odds ratio of 3.4 (95% CI 2.1 to 5.6, p < 0.001) and an area under the curve (AUC) of 0.82. Adding NfL to the clinical risk scores significantly improved discrimination of both the OHCA score (from AUC 0.82 to 0.89, p < 0.001) and CAHP score (from AUC 0.89 to 0.92, p < 0.05). Adding NfL to both scores also resulted in significant improvement in reclassification statistics with a Net Reclassification Index (NRI) of 0.58 (p < 0.001) for OHCA and 0.83 (p < 0.001) for CAHP. Conclusions Admission NfL was a strong outcome predictor and significantly improved two clinical risk scores regarding prognostication of neurological outcome in patients after cardiac arrest. When confirmed in future outcome studies, admission NfL should be considered as a standard laboratory measures in the evaluation of OHCA patients.
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Affiliation(s)
- Sabina Hunziker
- Intensive Care Unit, University Hospital Basel, University of Basel, Petersgraben 4, 4031, Basel, Switzerland. .,Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland. .,Medical Faculty, University of Basel, Klingelbergstrasse 61, 4056, Basel, Switzerland.
| | - Adrian Quinto
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Maja Ramin-Wright
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Christoph Becker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Katharina Beck
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Alessia Vincent
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031, Basel, Switzerland
| | - Kai Tisljar
- Intensive Care Unit, University Hospital Basel, University of Basel, Petersgraben 4, 4031, Basel, Switzerland
| | - Giulio Disanto
- Medical Faculty, University of Basel, Klingelbergstrasse 61, 4056, Basel, Switzerland.,Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel, University of Basel, Basel, Switzerland
| | - Pascal Benkert
- Clinical Trial Unit Basel, Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - David Leppert
- Medical Faculty, University of Basel, Klingelbergstrasse 61, 4056, Basel, Switzerland.,Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel, University of Basel, Basel, Switzerland
| | - Hans Pargger
- Intensive Care Unit, University Hospital Basel, University of Basel, Petersgraben 4, 4031, Basel, Switzerland.,Medical Faculty, University of Basel, Klingelbergstrasse 61, 4056, Basel, Switzerland
| | - Stephan Marsch
- Intensive Care Unit, University Hospital Basel, University of Basel, Petersgraben 4, 4031, Basel, Switzerland.,Medical Faculty, University of Basel, Klingelbergstrasse 61, 4056, Basel, Switzerland
| | - Raoul Sutter
- Intensive Care Unit, University Hospital Basel, University of Basel, Petersgraben 4, 4031, Basel, Switzerland.,Division of Clinical Neurophysiology, Department of Neurology, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland.,Medical Faculty, University of Basel, Klingelbergstrasse 61, 4056, Basel, Switzerland
| | - Nils Peters
- Medical Faculty, University of Basel, Klingelbergstrasse 61, 4056, Basel, Switzerland.,Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel, University of Basel, Basel, Switzerland
| | - Jens Kuhle
- Medical Faculty, University of Basel, Klingelbergstrasse 61, 4056, Basel, Switzerland.,Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel, University of Basel, Basel, Switzerland
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16
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Keller A, Becker C, Nienhaus K, Beck K, Vincent A, Sutter R, Tisljar K, Schuetz P, Bernasconi L, Neyer P, Pargger H, Marsch S, Hunziker S. Arginine and Arginine/ADMA Ratio Predict 90-Day Mortality in Patients with Out-of-Hospital Cardiac Arrest-Results from the Prospective, Observational COMMUNICATE Trial. J Clin Med 2020; 9:E3815. [PMID: 33255752 DOI: 10.3390/jcm9123815] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 11/08/2020] [Accepted: 11/19/2020] [Indexed: 02/07/2023] Open
Abstract
(1) Background: In patients with shock, the L-arginine nitric oxide pathway is activated, causing an elevation of nitric oxide, asymmetric dimethylarginine (ADMA) and symmetric dimethylarginine (SDMA) levels. Whether these metabolites provide prognostic information in patients after out-of-hospital cardiac arrest (OHCA) remains unclear. (2) Methods: We prospectively included OHCA patients, recorded clinical parameters and measured plasma ADMA, SDMA and Arginine levels by liquid chromatography tandem mass spectrometry (LC-MS). The primary endpoint was 90-day mortality. (3) Results: Of 263 patients, 130 (49.4%) died within 90 days after OHCA. Compared to survivors, non-survivors had significantly higher levels of ADMA and lower Arginine and Arginine/ADMA ratios in univariable regression analyses. Arginine levels and Arginine/ADMA ratio were significantly associated with 90-day mortality (OR 0.51 (95%CI 0.34 to 0.76), p < 0.01 and OR 0.40 (95%CI 0.26 to 0.61), p < 0.001, respectively). These associations remained significant in several multivariable models. Arginine/ADMA ratio had the highest predictive value with an area under the curve (AUC) of 0.67 for 90-day mortality. Results for secondary outcomes were similar with significant associations with in-hospital mortality and neurological outcome. (4) Conclusion: Arginine and Arginine/ADMA ratio were independently associated with 90-day mortality and other adverse outcomes in patients after OHCA. Whether therapeutic modification of the L-arginine-nitric oxide pathway has the potential to improve outcome should be evaluated.
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17
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Lupton JR, Kurz MC, Daya MR. Neurologic prognostication after resuscitation from cardiac arrest. J Am Coll Emerg Physicians Open 2020; 1:333-341. [PMID: 33000056 PMCID: PMC7493528 DOI: 10.1002/emp2.12109] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 04/28/2020] [Accepted: 05/01/2020] [Indexed: 12/11/2022] Open
Abstract
Out-of-hospital cardiac arrest remains a leading cause of mortality in the United States, and the majority of patients who die after achieving return of spontaneous circulation die from withdrawal of care due to a perceived poor neurologic prognosis. Unfortunately, withdrawal of care often occurs during the first day of admission and research suggests this early withdrawal of care may be premature and result in unnecessary deaths for patients who would have made a full neurologic recovery. In this review, we explore the evidence for neurologic prognostication in the emergency department for patients who achieve return of spontaneous circulation after an out-of-hospital cardiac arrest.
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Affiliation(s)
| | | | - Mohamud R Daya
- Oregon Health and Science University Portland Oregon USA
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18
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Hochstrasser SR, Metzger K, Vincent AM, Becker C, Keller AKJ, Beck K, Perrig S, Tisljar K, Sutter R, Schuetz P, Bernasconi L, Neyer P, Marsch S, Hunziker S. Trimethylamine-N-oxide (TMAO) predicts short- and long-term mortality and poor neurological outcome in out-of-hospital cardiac arrest patients. Clin Chem Lab Med 2020; 59:393-402. [PMID: 32866111 DOI: 10.1515/cclm-2020-0159] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2020] [Accepted: 08/06/2020] [Indexed: 12/18/2022]
Abstract
Objectives Prior research found the gut microbiota-dependent and pro-atherogenic molecule trimethylamine-N-oxide (TMAO) to be associated with cardiovascular events as well as all-cause mortality in different patient populations with cardiovascular disease. Our aim was to investigate the prognostic value of TMAO regarding clinical outcomes in patients after out-of-hospital cardiac arrest (OHCA). Methods We included consecutive OHCA patients upon intensive care unit admission into this prospective observational study between October 2012 and May 2016. We studied associations of admission serum TMAO with in-hospital mortality (primary endpoint), 90-day mortality and neurological outcome defined by the Cerebral Performance Category (CPC) scale. Results We included 258 OHCA patients of which 44.6% died during hospitalization. Hospital non-survivors showed significantly higher admission TMAO levels (μmol L-1) compared to hospital survivors (median interquartile range (IQR) 13.2 (6.6-34.9) vs. 6.4 (2.9-15.9), p<0.001). After multivariate adjustment for other prognostic factors, TMAO levels were significantly associated with in-hospital mortality (adjusted odds ratios (OR) 2.1, 95%CI 1.1-4.2, p=0.026). Results for secondary outcomes were similar with significant associations with 90-day mortality and neurological outcome in univariate analyses. Conclusions In patients after OHCA, TMAO levels were independently associated with in-hospital mortality and other adverse clinical outcomes and may help to improve prognostication for these patients in the future. Whether TMAO levels can be influenced by nutritional interventions should be addressed in future studies.
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Affiliation(s)
- Seraina R Hochstrasser
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
| | - Kerstin Metzger
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
| | - Alessia M Vincent
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
| | - Christoph Becker
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
| | - Annalena K J Keller
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland.,Faculty of Medicine, University of Basel, Basel, Switzerland
| | - Katharina Beck
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
| | - Sebastian Perrig
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
| | - Kai Tisljar
- Medical Intensive Care Unit, University Hospital Basel, Basel, Switzerland
| | - Raoul Sutter
- Medical Intensive Care Unit, University Hospital Basel, Basel, Switzerland.,Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Philipp Schuetz
- Department of Neurology, University Hospital Basel, Basel, Switzerland.,Kantonsspital Aarau, Department of Internal Medicine, Aarau, Switzerland
| | - Luca Bernasconi
- Institute of Laboratory Medicine, Kantonsspital Aarau, Aarau, Switzerland
| | - Peter Neyer
- Institute of Laboratory Medicine, Kantonsspital Aarau, Aarau, Switzerland
| | - Stephan Marsch
- Medical Intensive Care Unit, University Hospital Basel, Basel, Switzerland.,Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Sabina Hunziker
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland.,Faculty of Medicine, University of Basel, Basel, Switzerland.,Medical Intensive Care Unit, University Hospital Basel, Basel, Switzerland.,Department of Neurology, University Hospital Basel, Basel, Switzerland
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19
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Aarsetøy R, Omland T, Røsjø H, Strand H, Lindner T, Aarsetøy H, Staines H, Nilsen DWT. N-terminal pro-B-type natriuretic peptide as a prognostic indicator for 30-day mortality following out-of-hospital cardiac arrest: a prospective observational study. BMC Cardiovasc Disord 2020; 20:382. [PMID: 32838754 PMCID: PMC7445901 DOI: 10.1186/s12872-020-01630-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 07/20/2020] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Early risk stratification applying cardiac biomarkers may prove useful in sudden cardiac arrest patients. We investigated the prognostic utility of early-on levels of high sensitivity cardiac troponin-T (hs-cTnT), copeptin and N-terminal pro-B-type natriuretic peptide (NT-proBNP) in patients with out-of-hospital cardiac arrest (OHCA). METHODS We conducted a prospective observational unicenter study, including patients with OHCA of assumed cardiac origin from the southwestern part of Norway from 2007 until 2010. Blood samples for later measurements were drawn during cardiopulmonary resuscitation or at hospital admission. RESULTS A total of 114 patients were included, 37 patients with asystole and 77 patients with VF as first recorded heart rhythm. Forty-four patients (38.6%) survived 30-day follow-up. Neither hs-cTnT (p = 0.49), nor copeptin (p = 0.39) differed between non-survivors and survivors, whereas NT-proBNP was higher in non-survivors (p < 0.001) and significantly associated with 30-days all-cause mortality in univariate analysis, with a hazard ratio (HR) for patients in the highest compared to the lowest quartile of 4.6 (95% confidence interval (CI), 2.1-10.1), p < 0.001. This association was no longer significant in multivariable analysis applying continuous values, [HR 0.96, (95% CI, 0.64-1.43), p = 0.84]. Similar results were obtained by dividing the population by survival at hospital admission, excluding non-return of spontaneous circulation (ROSC) patients on scene [HR 0.93 (95% CI, 0.50-1.73), P = 0.83]. We also noted that NT-proBNP was significantly higher in asystole- as compared to VF-patients, p < 0.001. CONCLUSIONS Early-on levels of hs-cTnT, copeptin and NT-proBNP did not provide independent prognostic information following OHCA. Prediction was unaffected by excluding on-scene non-ROSC patients in the multivariable analysis. TRIAL REGISTRATION ClinicalTrials. gov, NCT02886273 .
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Affiliation(s)
- Reidun Aarsetøy
- Department of Clinical Science, Faculty of Medicine, University of Bergen, Bergen, Norway.
- Department of Cardiology, Division of Medicine, Stavanger University Hospital, Mailbox 8100, 4068, Stavanger, Norway.
| | - Torbjørn Omland
- Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
- Department of Cardiology, Division of Medicine, Akershus University Hospital , Lørenskog, Norway
| | - Helge Røsjø
- Division of Research and Innovation, Akershus University Hospital, Lørenskog, Norway
| | - Heidi Strand
- Multidisciplinary Laboratory Medicine and Medical Biochemistry, Akershus University Hospital, Lørenskog, Norway
| | - Thomas Lindner
- The Regional Centre for Emergency Medical Research and Development (RAKOS), Stavanger University Hospital , Stavanger, Norway
| | - Hildegunn Aarsetøy
- Department of Endocrinology, Division of Medicine, Stavanger University Hospital, Stavanger, Norway
| | - Harry Staines
- Sigma Statistical Services, Sigma Statistical Services, Balmullo, UK
| | - Dennis W T Nilsen
- Department of Clinical Science, Faculty of Medicine, University of Bergen, Bergen, Norway
- Department of Cardiology, Division of Medicine, Stavanger University Hospital, Mailbox 8100, 4068, Stavanger, Norway
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20
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Shin H, Lee Y, Choi HJ, Kim C. The predictive value of serum procalcitonin level as a prognostic marker for outcomes in out-of-hospital cardiac arrest patients. HONG KONG J EMERG ME 2020. [DOI: 10.1177/1024907920944647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Background: Patients who have successful return of spontaneous circulation after cardiac arrest may experience post-cardiac arrest syndrome. Procalcitonin can be used to assess the severity of post-cardiac arrest syndrome. The association between procalcitonin and outcomes in Asian patients with post-cardiac arrest syndrome has not been extensively studied. Objective: This study aimed to investigate the predictive value of serum procalcitonin level in the prognosis of patients hospitalized after out-of-hospital cardiac arrest. Methods: A retrospective observational study using the multicenter Korean Cardiac Arrest Research Consortium registry between October 2015 and June 2018 was performed. Serum procalcitonin level at the early phase of hospital presentation was obtained from the patients hospitalized after out-of-hospital cardiac arrest. In-hospital mortality and neurologic outcomes at hospital discharge were estimated. The relationship between serum procalcitonin level and in-hospital mortality and neurologic outcomes of patients was analyzed. Results: A total of 254 patients hospitalized after out-of-hospital cardiac arrest were included. Serum procalcitonin level was significantly elevated in non-survivors compared to survivors (0.17 (0.05–0.18) ng/dL vs. 0.10 (0.05–0.39) ng/dL, p = 0.017, respectively). In addition, serum procalcitonin level was significantly elevated in patients with unfavorable outcomes at hospital discharge compared to those with favorable outcomes (0.16 (0.06–1.10) ng/dL vs. 0.07 (0.04–0.22) ng/dL, p < 0.001, respectively). However, serum procalcitonin level had a weak predictive value for in-hospital mortality (area under the receiver operating characteristic curve: 0.587, 95% confidence interval: 0.517–0.657, p = 0.017, cut-off = 0.12 ng/dL, specificity = 57.4%) and unfavorable outcomes (area under the receiver operating characteristic curve: 0.646, 95% confidence interval: 0.571–0.721, p < 0.001, cut-off = 0.11 ng/dL, specificity = 62.3%). Conclusion: Elevated serum procalcitonin level in patients hospitalized after out-of-hospital cardiac arrest at the early phase of hospital presentation is associated with poor outcomes. However, serum procalcitonin level had weak diagnostic accuracy for predicting in-hospital mortality and unfavorable outcomes.
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Affiliation(s)
- Hyungoo Shin
- Department of Emergency Medicine, College of Medicine, Hanyang University Guri Hospital, Guri, Republic of Korea
| | - Yoonje Lee
- Department of Emergency Medicine, College of Medicine, Hallym University Kangnam Sacred Heart Hospital, Seoul, Republic of Korea
| | - Hyuk Joong Choi
- Department of Emergency Medicine, College of Medicine, Hanyang University Guri Hospital, Guri, Republic of Korea
| | - Changsun Kim
- Department of Emergency Medicine, College of Medicine, Hanyang University Guri Hospital, Guri, Republic of Korea
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21
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Herzog N, Laager R, Thommen E, Widmer M, Vincent AM, Keller A, Becker C, Beck K, Perrig S, Bernasconi L, Neyer P, Marsch S, Schuetz P, Sutter R, Tisljar K, Hunziker S. Association of Taurine with In-Hospital Mortality in Patients after Out-of-Hospital Cardiac Arrest: Results from the Prospective, Observational COMMUNICATE Study. J Clin Med 2020; 9:jcm9051405. [PMID: 32397548 PMCID: PMC7290691 DOI: 10.3390/jcm9051405] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Revised: 05/01/2020] [Accepted: 05/05/2020] [Indexed: 12/15/2022] Open
Abstract
Background: Studies have suggested that taurine may have neuro- and cardio-protective functions, but there is little research looking at taurine levels in patients after out-of-hospital cardiac arrest (OHCA). Our aim was to evaluate the association of taurine with mortality and neurological deficits in a well-defined cohort of OHCA patients. Methods: We prospectively measured serum taurine concentration in OHCA patients upon admission to the intensive care unit (ICU) of the University Hospital Basel (Switzerland). We analyzed the association of taurine levels and in-hospital mortality (primary endpoint). We further evaluated neurological outcomes assessed by the cerebral performance category scale. We calculated logistic regression analyses and report odds ratios (OR) and 95% confidence intervals (CI). We calculated different predefined multivariable regression models including demographic variables, comorbidities, initial vital signs, initial blood markers and resuscitation measures. We assessed discrimination by means of area under the receiver operating curve (ROC). Results: Of 240 included patients, 130 (54.2%) survived until hospital discharge and 110 (45.8%) had a favorable neurological outcome. Taurine levels were significantly associated with higher in-hospital mortality (adjusted OR 4.12 (95%CI 1.22 to 13.91), p = 0.02). In addition, a significant association between taurine concentration and a poor neurological outcome was observed (adjusted OR of 3.71 (95%CI 1.13 to 12.25), p = 0.03). Area under the curve (AUC) suggested only low discrimination for both endpoints (0.57 and 0.57, respectively). Conclusion: Admission taurine levels are associated with mortality and neurological outcomes in OHCA patients and may help in the risk assessment of this vulnerable population. Further studies are needed to assess whether therapeutic modulation of taurine may improve clinical outcomes after cardiac arrest.
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Affiliation(s)
- Naemi Herzog
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, 4031 Basel, Switzerland; (N.H.); (R.L.); (E.T.); (M.W.); (A.M.V.); (A.K.); (C.B.); (K.B.); (S.P.)
| | - Rahel Laager
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, 4031 Basel, Switzerland; (N.H.); (R.L.); (E.T.); (M.W.); (A.M.V.); (A.K.); (C.B.); (K.B.); (S.P.)
| | - Emanuel Thommen
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, 4031 Basel, Switzerland; (N.H.); (R.L.); (E.T.); (M.W.); (A.M.V.); (A.K.); (C.B.); (K.B.); (S.P.)
| | - Madlaina Widmer
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, 4031 Basel, Switzerland; (N.H.); (R.L.); (E.T.); (M.W.); (A.M.V.); (A.K.); (C.B.); (K.B.); (S.P.)
| | - Alessia M. Vincent
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, 4031 Basel, Switzerland; (N.H.); (R.L.); (E.T.); (M.W.); (A.M.V.); (A.K.); (C.B.); (K.B.); (S.P.)
| | - Annalena Keller
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, 4031 Basel, Switzerland; (N.H.); (R.L.); (E.T.); (M.W.); (A.M.V.); (A.K.); (C.B.); (K.B.); (S.P.)
| | - Christoph Becker
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, 4031 Basel, Switzerland; (N.H.); (R.L.); (E.T.); (M.W.); (A.M.V.); (A.K.); (C.B.); (K.B.); (S.P.)
- Faculty of Medicine, University of Basel, 4031 Basel, Switzerland; (S.M.); (P.S.); (R.S.)
- Emergency Department, University Hospital Basel, 4031 Basel, Switzerland
| | - Katharina Beck
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, 4031 Basel, Switzerland; (N.H.); (R.L.); (E.T.); (M.W.); (A.M.V.); (A.K.); (C.B.); (K.B.); (S.P.)
| | - Sebastian Perrig
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, 4031 Basel, Switzerland; (N.H.); (R.L.); (E.T.); (M.W.); (A.M.V.); (A.K.); (C.B.); (K.B.); (S.P.)
| | - Luca Bernasconi
- Institute of Laboratory Medicine, Kantonsspital Aarau, 5000 Aarau, Switzerland; (L.B.); (P.N.)
| | - Peter Neyer
- Institute of Laboratory Medicine, Kantonsspital Aarau, 5000 Aarau, Switzerland; (L.B.); (P.N.)
| | - Stephan Marsch
- Faculty of Medicine, University of Basel, 4031 Basel, Switzerland; (S.M.); (P.S.); (R.S.)
- Department of Intensive Care, University Hospital Basel, 4031 Basel, Switzerland;
| | - Philipp Schuetz
- Faculty of Medicine, University of Basel, 4031 Basel, Switzerland; (S.M.); (P.S.); (R.S.)
- Department of Internal Medicine, Kantonsspital Aarau, 5000 Aarau, Switzerland
| | - Raoul Sutter
- Faculty of Medicine, University of Basel, 4031 Basel, Switzerland; (S.M.); (P.S.); (R.S.)
- Department of Intensive Care, University Hospital Basel, 4031 Basel, Switzerland;
- Department of Neurology, University Hospital Basel, 4031 Basel, Switzerland
| | - Kai Tisljar
- Department of Intensive Care, University Hospital Basel, 4031 Basel, Switzerland;
| | - Sabina Hunziker
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, 4031 Basel, Switzerland; (N.H.); (R.L.); (E.T.); (M.W.); (A.M.V.); (A.K.); (C.B.); (K.B.); (S.P.)
- Faculty of Medicine, University of Basel, 4031 Basel, Switzerland; (S.M.); (P.S.); (R.S.)
- Department of Intensive Care, University Hospital Basel, 4031 Basel, Switzerland;
- Correspondence: ; Tel.: +41-61-265-25-25
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22
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Widmer M, Thommen EB, Becker C, Beck K, Vincent AM, Perrig S, Keller A, Bernasconi L, Neyer P, Marsch S, Pargger H, Sutter R, Tisljar K, Hunziker S. Association of acyl carnitines and mortality in out-of-hospital-cardiac-arrest patients: Results of a prospective observational study. J Crit Care 2020; 58:20-26. [PMID: 32279017 DOI: 10.1016/j.jcrc.2020.03.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2020] [Revised: 03/23/2020] [Accepted: 03/23/2020] [Indexed: 12/12/2022]
Abstract
PURPOSE Out-of-hospital cardiac arrest (OHCA) is a leading cause of mortality, yet the prediction of its outcome remains challenging. Serum Acyl Carnitines (ACs), a biomarker of beta-oxidation, have been associated with cardiovascular events. We evaluated the association of different AC species with mortality and neurological outcome in a cohort of OHCA patients. MATERIAL AND METHODS We consecutively included OHCA patients in this prospective observational study upon admission to the intensive care unit. We studied the association of thirty-nine different ACs measured at admission and 30-day mortality (primary endpoint), as well as neurological outcome at hospital discharge (secondary endpoint) using the Cerebral Performance Category scale. Multivariate models were adjusted for age, gender, comorbidities and shock markers. RESULTS Of 281 included patients, 137 (48.8%) died within 30 days and of the 144 survivors (51.2%), 15 (10.4%) had poor neurological outcome. While several ACs were associated with mortality, AC C2 had the highest prognostic value for mortality (fully-adjusted odds ratio 4.85 (95%CI 1.8 to 13.06, p < .01), area under curve (AUC) 0.65) and neurological outcome (fully-adjusted odds ratio 3.96 (95%CI 1.47 to 10.66, p < .01), AUC 0.63). CONCLUSIONS ACs are interesting surrogate biomarkers that are associated with mortality and poor neurological outcome in patients after OHCA and may help to improve the understanding of pathophysiological mechanisms and risk stratification.
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Affiliation(s)
- Madlaina Widmer
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031 Basel, Switzerland
| | - Emanuel B Thommen
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031 Basel, Switzerland
| | - Christoph Becker
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031 Basel, Switzerland; Faculty of Medicine, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland; Emergency Department, University Hospital Basel, Petersgraben 4, 4031 Basel, Switzerland
| | - Katharina Beck
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031 Basel, Switzerland
| | - Alessia M Vincent
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031 Basel, Switzerland
| | - Sebastian Perrig
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031 Basel, Switzerland
| | - Annalena Keller
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031 Basel, Switzerland
| | - Luca Bernasconi
- Institute of Laboratory Medicine, Kantonsspital Aarau, Tellstrasse 25, 5001 Aarau, Switzerland
| | - Peter Neyer
- Institute of Laboratory Medicine, Kantonsspital Aarau, Tellstrasse 25, 5001 Aarau, Switzerland
| | - Stephan Marsch
- Faculty of Medicine, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland; Departement of Intensive Care, University Hospital Basel, Petersgraben 4, 4031 Basel, Switzerland
| | - Hans Pargger
- Faculty of Medicine, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland; Departement of Intensive Care, University Hospital Basel, Petersgraben 4, 4031 Basel, Switzerland
| | - Raoul Sutter
- Faculty of Medicine, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland; Departement of Intensive Care, University Hospital Basel, Petersgraben 4, 4031 Basel, Switzerland; Department of Neurology, University Hospital Basel, Petersgraben 4, 4031 Basel, Switzerland
| | - Kai Tisljar
- Departement of Intensive Care, University Hospital Basel, Petersgraben 4, 4031 Basel, Switzerland
| | - Sabina Hunziker
- Department of Medical Communication and Psychosomatic Medicine, University Hospital Basel, Klingelbergstrasse 23, 4031 Basel, Switzerland; Faculty of Medicine, University of Basel, Klingelbergstrasse 61, 4056 Basel, Switzerland; Departement of Intensive Care, University Hospital Basel, Petersgraben 4, 4031 Basel, Switzerland.
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23
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Abstract
Numerous compounds have been tested as potential biomarkers for multiple possible applications within intensive care medicine but none is or will ever be sufficiently specific or sensitive for the heterogeneous syndromes of critical illness. New technology and access to huge patient databases are providing new biomarker options and the focus is shifting to combinations of several or multiple biomarkers rather than the single markers that research has concentrated on in the past. Biomarkers will increasingly be used as part of routine clinical practice in the future, complementing clinical examination and physician expertise to provide accurate disease diagnosis, prediction of complications, personalized treatment guidance, and prognosis.
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Affiliation(s)
- Jean-Louis Vincent
- Department of Intensive Care, Erasme Hospital, Université libre de Bruxelles, Route de Lennik 808, Brussels 1070, Belgium.
| | - Elisa Bogossian
- Department of Intensive Care, Erasme Hospital, Université libre de Bruxelles, Route de Lennik 808, Brussels 1070, Belgium
| | - Marco Menozzi
- Department of Intensive Care, Erasme Hospital, Université libre de Bruxelles, Route de Lennik 808, Brussels 1070, Belgium
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Boerlin A, Luescher T, Becker C, Perrig S, Thommen E, Widmer M, Beck K, Vincent A, Tisljar K, Bernasconi L, Neyer P, Schuetz P, Sutter R, Marsch S, Hunziker S. Low Plasma Sphingomyelin Levels Show a Weak Association with Poor Neurological Outcome in Cardiac Arrest Patients: Results from the Prospective, Observational COMMUNICATE Trial. J Clin Med 2020; 9:E897. [PMID: 32218134 DOI: 10.3390/jcm9040897] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2020] [Revised: 03/09/2020] [Accepted: 03/16/2020] [Indexed: 11/30/2022] Open
Abstract
There is interest in novel blood markers to improve risk stratification in patients presenting with cardiac arrest. We assessed associations of different plasma sphingomyelin concentrations and neurological outcome in patients with cardiac arrest. In this prospective observational study, adult patients with cardiac arrest were included upon admission to the intensive care unit (ICU). We studied associations of admission plasma levels of 15 different sphingomyelin species with neurological outcome at hospital discharge (primary endpoint) defined by the modified Rankin Scale by the calculation of univariable and multivariable logistic regression models adjusted for age, gender, and clinical shock markers. We included 290 patients (72% males, median age 65 years) with 162 (56%) having poor neurological outcome at hospital discharge. The three sphingomyelin species SM C24:0, SM(OH) C22:1, and SM(OH) C24:1 were significantly lower in patients with poor neurological outcome compared to patients with favorable outcome with areas under the curve (AUC) of 0.58, 0.59, and 0.59. SM(OH) C24:1 was independently associated with poor neurological outcome in a fully-adjusted regression model (adjusted odds ratio per log-transformed unit increase in SM(OH) C24:1 blood level 0.18, 95% CI 0.04 to 0.87, p = 0.033). Results were similar for 1-year mortality. Low admission sphingomyelin levels showed a weak association with poor neurological outcome in patients after cardiac arrest. If validated in future studies, a better understanding of biological sphingomyelin function during cardiac arrest may help to further advance the therapeutic approach and risk stratification in this vulnerable patient group.
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Gul SS, Cohen SA, Avery KL, Balakrishnan MP, Balu R, Chowdhury MAB, Crabb D, Huesgen KW, Hwang CW, Maciel CB, Murphy TW, Han F, Becker TK. Cardiac arrest: An interdisciplinary review of the literature from 2018. Resuscitation 2020; 148:66-82. [PMID: 31945428 DOI: 10.1016/j.resuscitation.2019.12.030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 11/23/2019] [Accepted: 12/15/2019] [Indexed: 12/28/2022]
Abstract
OBJECTIVES The Interdisciplinary Cardiac Arrest Research Review (ICARE) group was formed in 2018 to conduct a systematic annual search of peer-reviewed literature relevant to cardiac arrest (CA). The goals of the review are to illustrate best practices and help reduce knowledge silos by disseminating clinically relevant advances in the field of CA across disciplines. METHODS An electronic search of PubMed using keywords related to CA was conducted. Title and abstracts retrieved by these searches were screened for relevancy, separated by article type (original research or review), and sorted into 7 categories. Screened manuscripts underwent standardized scoring of overall methodological quality and importance. Articles scoring higher than 99 percentiles by category-type were selected for full critique. Systematic differences between editors and reviewer scores were assessed using Wilcoxon signed-rank test. RESULTS A total of 9119 articles were identified on initial search; of these, 1214 were scored after screening for relevance and deduplication, and 80 underwent full critique. Prognostication & Outcomes category comprised 25% and Epidemiology & Public Health 17.5% of fully reviewed articles. There were no differences between editor and reviewer scoring. CONCLUSIONS The total number of articles demonstrates the need for an accessible source summarizing high-quality research findings to serve as a high-yield reference for clinicians and scientists seeking to absorb the ever-growing body of CA-related literature. This may promote further development of the unique and interdisciplinary field of CA medicine.
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Affiliation(s)
- Sarah S Gul
- Department of Surgery, Yale University, New Haven, CT, United States
| | - Scott A Cohen
- Department of Emergency Medicine, University of Florida, Gainesville, FL, United States
| | - K Leslie Avery
- Division of Pediatric Critical Care, Department of Pediatrics, University of Florida, Gainesville, FL, United States
| | | | - Ramani Balu
- Division of Neurocritical Care, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | | | - David Crabb
- Department of Emergency Medicine, University of Florida, Gainesville, FL, United States
| | - Karl W Huesgen
- Department of Emergency Medicine, University of Florida, Gainesville, FL, United States
| | - Charles W Hwang
- Department of Emergency Medicine, University of Florida, Gainesville, FL, United States
| | - Carolina B Maciel
- Division of Neurocritical Care, Department of Neurology, University of Florida, Gainesville, FL, United States; Department of Neurology, Yale University, New Haven, CT, United States
| | - Travis W Murphy
- Department of Emergency Medicine, University of Florida, Gainesville, FL, United States
| | - Francis Han
- Department of Emergency Medicine, University of Florida, Gainesville, FL, United States
| | - Torben K Becker
- Department of Emergency Medicine, University of Florida, Gainesville, FL, United States.
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Rueda F, Cediel G, García-García C, Aranyó J, González-Lopera M, Aranda Nevado MC, Serra Gregori J, Oliveras T, Labata C, Ferrer M, El Ouaddi N, Bayés-Genís A. Growth differentiation factor 15 and early prognosis after out-of-hospital cardiac arrest. Ann Intensive Care 2019; 9:119. [PMID: 31624933 PMCID: PMC6797678 DOI: 10.1186/s13613-019-0593-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Accepted: 10/05/2019] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Growth differentiation factor 15 (GDF-15) is an inflammatory cytokine released in response to tissue injury. It has prognostic value in cardiovascular diseases and other acute and chronic conditions. Here, we explored the value of GDF-15 as an early predictor of neurologic outcome after an out-of-hospital cardiac arrest (OHCA). METHODS Prospective registry study of patients in coma after an OHCA, admitted in the intensive cardiac care unit from a single university center. Serum levels of GDF-15 were measured on admission. Neurologic status was evaluated according to the cerebral performance category (CPC) scale. The relationship between GDF-15 levels and poor neurologic outcome at 6 months was analyzed. RESULTS Among 62 patients included, 32 (51.6%) presented poor outcome (CPC 3-5). Patients with CPC 3-5 exhibited significantly higher GDF-15 levels (median, 17.1 [IQR, 11.1-20.4] ng/mL) compared to those with CPC 1-2 (7.6 [IQR, 4.1-13.1] ng/mL; p = 0.004). Multivariable logistic regression analyses showed that age (OR, 1.09; 95% CI 1.01-1.17; p = 0.020), home setting arrest (OR, 8.07; 95% CI 1.61-40.42; p = 0.011), no bystander cardiopulmonary resuscitation (OR, 7.91; 95% CI 1.84-34.01; p = 0.005), and GDF-15 levels (OR, 3.74; 95% CI 1.32-10.60; p = 0.013) were independent predictors of poor outcome. The addition of GDF-15 in a dichotomous manner (≥ 10.8 vs. < 10.8 ng/mL) to the resulting clinical model improved discrimination; it increased the area under the curve from 0.867 to 0.917, and the associated continuous net reclassification improvement was 0.90 (95% CI 0.48-1.44), which allowed reclassification of 37.1% of patients. CONCLUSIONS After an OHCA, increased GDF-15 levels were an independent, early predictor of poor neurologic outcome. Furthermore, when added to the most common clinical factors, GDF-15 improved discrimination and allowed patient reclassification.
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Affiliation(s)
- Ferran Rueda
- Heart Institute, Germans Trias i Pujol University Hospital, Carretera de Canyet s/n, Badalona, 08916, Barcelona, Spain.,Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain.,PhD Program in Internal Medicine, Autonomous University of Barcelona, Barcelona, Spain
| | - Germán Cediel
- Heart Institute, Germans Trias i Pujol University Hospital, Carretera de Canyet s/n, Badalona, 08916, Barcelona, Spain.,Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Cosme García-García
- Heart Institute, Germans Trias i Pujol University Hospital, Carretera de Canyet s/n, Badalona, 08916, Barcelona, Spain.,Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Júlia Aranyó
- Heart Institute, Germans Trias i Pujol University Hospital, Carretera de Canyet s/n, Badalona, 08916, Barcelona, Spain.,Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Marta González-Lopera
- Heart Institute, Germans Trias i Pujol University Hospital, Carretera de Canyet s/n, Badalona, 08916, Barcelona, Spain.,Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - M Cruz Aranda Nevado
- Heart Institute, Germans Trias i Pujol University Hospital, Carretera de Canyet s/n, Badalona, 08916, Barcelona, Spain.,Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Judith Serra Gregori
- Heart Institute, Germans Trias i Pujol University Hospital, Carretera de Canyet s/n, Badalona, 08916, Barcelona, Spain.,Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Teresa Oliveras
- Heart Institute, Germans Trias i Pujol University Hospital, Carretera de Canyet s/n, Badalona, 08916, Barcelona, Spain.,Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Carlos Labata
- Heart Institute, Germans Trias i Pujol University Hospital, Carretera de Canyet s/n, Badalona, 08916, Barcelona, Spain.,Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Marc Ferrer
- Heart Institute, Germans Trias i Pujol University Hospital, Carretera de Canyet s/n, Badalona, 08916, Barcelona, Spain.,Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Nabil El Ouaddi
- Heart Institute, Germans Trias i Pujol University Hospital, Carretera de Canyet s/n, Badalona, 08916, Barcelona, Spain.,Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Antoni Bayés-Genís
- Heart Institute, Germans Trias i Pujol University Hospital, Carretera de Canyet s/n, Badalona, 08916, Barcelona, Spain. .,Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain.
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Liu B, Zhang Q, Liang Y, Zhang Y, Yuan X, Ling J, Li C. Extracorporeal membrane oxygenation mitigates myocardial injury and improves survival in porcine model of ventricular fibrillation cardiac arrest. Scand J Trauma Resusc Emerg Med 2019; 27:82. [PMID: 31462264 PMCID: PMC6714103 DOI: 10.1186/s13049-019-0653-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2019] [Accepted: 08/01/2019] [Indexed: 02/06/2023] Open
Abstract
INTRODUCTION Despite decades of improved strategy in conventional cardiopulmonary resuscitation (CCPR), survival rates of favorable neurological outcome after cardiac arrest (CA) remains poor. It is indicated that the survival rate of successful resuscitation of extracorporeal membrane oxygenation (ECMO) is superior to that of CCPR. But the effect of ECMO in heart is unclear. We aimed to investigate whether ECMO produces cardiac protection by ameliorating post-ischemia reperfusion myocardial injury and myocardial apoptosis. METHODS After undergoing 8-min untreated ventricle fibrillation (VF) and 6-min basic life support, 20 male pigs were ultimately used in this study and randomly divided into two groups: CCPR group (n = 10) and extracorporeal CPR (ECPR) group (n = 10). Hemodynamics and blood samples were obtained at baseline and 1, 2, 4, and 6 h during resuscitation. The successfully resuscitated pigs were sacrificed at 6 h after return of spontaneous circulation (ROSC), and the hearts were removed and analyzed under electron microscopy, and immunohistochemistry, quantitative real-time polymerase chain reaction, and immunofluorescence staining assay were performed to evaluate myocardial injury and myocardial apoptosis. RESULTS There were no significant differences at basic hemodynamic status between the two groups. The survival rate of ECPR was significantly higher than CCPR group (10/10 [100%] vs. 4/10 [40%], P = 0.04). Compared to CCPR group, ECPR group exhibited a better outcome in hemodynamic function. Cardiac function was significantly impaired after ROSC in both groups, but left ventricular ejection fraction (LVEF) was significantly elevated in ECPR group than CCPR group. The expression of myocardial injury biomarkers (CK-MB, cTNI, H-FABP), endothelial injury biomarker (sP-selectin), and cardiac function biomarker (BNP) were remarkably increased after ROSC in both groups, but low levels in ECPR group than in CCPR group. Cardiomyocytes injury was attenuated in ECPR group under transmission electron microscopy (TEM). Typical apoptotic nuclei of cardiomyocytes were significantly reduced and oxidative damage were attenuated in ECPR group. CONCLUSIONS During prolonged VF-induced CA, ECPR contributes to improving hemodynamics, attenuating myocardial ischemia-reperfusion injury, ameliorating myocardial ultra structure, improving cardiac function, and elevating survival rate by preventing oxidative damage, regulating energy metabolism, inhibiting cardiomyocyte apoptosis.
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Affiliation(s)
- Bo Liu
- grid.411607.5Department of Emergency Medicine, Beijing Chao-Yang Hospital, Capital Medical University, 8# Worker’s Stadium South Road, Chao-Yang District, Beijing, 100020 China
| | - Qiang Zhang
- grid.411607.5Department of Emergency Medicine, Beijing Chao-Yang Hospital, Capital Medical University, 8# Worker’s Stadium South Road, Chao-Yang District, Beijing, 100020 China
| | - Yong Liang
- grid.411607.5Department of Emergency Medicine, Beijing Chao-Yang Hospital, Capital Medical University, 8# Worker’s Stadium South Road, Chao-Yang District, Beijing, 100020 China
| | - Yun Zhang
- grid.411607.5Department of Emergency Medicine, Beijing Chao-Yang Hospital, Capital Medical University, 8# Worker’s Stadium South Road, Chao-Yang District, Beijing, 100020 China
| | - Xiaoli Yuan
- grid.411607.5Department of Emergency Medicine, Beijing Chao-Yang Hospital, Capital Medical University, 8# Worker’s Stadium South Road, Chao-Yang District, Beijing, 100020 China
| | - Jiyang Ling
- grid.411607.5Department of Emergency Medicine, Beijing Chao-Yang Hospital, Capital Medical University, 8# Worker’s Stadium South Road, Chao-Yang District, Beijing, 100020 China
| | - Chunsheng Li
- grid.411607.5Department of Emergency Medicine, Beijing Chao-Yang Hospital, Capital Medical University, 8# Worker’s Stadium South Road, Chao-Yang District, Beijing, 100020 China
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Brown SJ, Harrington GMB, Hulme CH, Morris R, Bennett A, Tsang WH, Osman A, Chowdhury J, Kumar N, Wright KT. A Preliminary Cohort Study Assessing Routine Blood Analyte Levels and Neurological Outcome after Spinal Cord Injury. J Neurotrauma 2019; 37:466-480. [PMID: 31310157 PMCID: PMC6978787 DOI: 10.1089/neu.2019.6495] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
There is increasing interest in the identification of biomarkers that could predict neurological outcome following a spinal cord injury (SCI). Although initial American Spinal Injury Association (ASIA) Impairment Scale (AIS) grade is a good indicator of neurological outcome, for the patient and clinicians, an element of uncertainty remains. This preliminary study aimed to assess the additive potential of routine blood analytes following principal component analysis (PCA) to develop prognostic models for neurological outcome following SCI. Routine blood and clinical data were collected from SCI patients (n = 82) and PCA used to reduce the number of blood analytes into related factors. Outcome neurology was obtained from AIS scores at 3 and 12 months post-injury, with motor (AIS and total including all myotomes) and sensory (AIS, touch and pain) abilities being assessed individually. Multiple regression models were created for all outcome measures. Blood analytes relating to “liver function” and “acute inflammation and liver function” factors were found to significantly increase prediction of neurological outcome at both 3 months (touch, pain, and AIS sensory) and at 1 year (pain, R2 increased by 0.025 and total motor, R2 increased by 0.016). For some models “liver function” and “acute inflammation and liver function” factors were both significantly predictive, with the greatest combined R2 improvement of 0.043 occurring for 3 month pain prediction. These preliminary findings support ongoing research into the use of routine blood analytes in the prediction of neurological outcome in SCI patients.
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Affiliation(s)
- Sharon J Brown
- Institute of Science and Technology in Medicine (ISTM), Keele University, Keele, United Kingdom.,Robert Jones and Agnes Hunt Orthopaedic Hospital, Oswestry, Shropshire, United Kingdom
| | - Gabriel M B Harrington
- Institute of Science and Technology in Medicine (ISTM), Keele University, Keele, United Kingdom.,Robert Jones and Agnes Hunt Orthopaedic Hospital, Oswestry, Shropshire, United Kingdom
| | - Charlotte H Hulme
- Institute of Science and Technology in Medicine (ISTM), Keele University, Keele, United Kingdom.,Robert Jones and Agnes Hunt Orthopaedic Hospital, Oswestry, Shropshire, United Kingdom
| | - Rachel Morris
- Robert Jones and Agnes Hunt Orthopaedic Hospital, Oswestry, Shropshire, United Kingdom
| | - Anna Bennett
- Life Sciences, University of Chester, Chester, Cheshire, United Kingdom
| | - Wai-Hung Tsang
- Robert Jones and Agnes Hunt Orthopaedic Hospital, Oswestry, Shropshire, United Kingdom
| | - Aheed Osman
- Robert Jones and Agnes Hunt Orthopaedic Hospital, Oswestry, Shropshire, United Kingdom
| | - Joy Chowdhury
- Robert Jones and Agnes Hunt Orthopaedic Hospital, Oswestry, Shropshire, United Kingdom
| | - Naveen Kumar
- Robert Jones and Agnes Hunt Orthopaedic Hospital, Oswestry, Shropshire, United Kingdom
| | - Karina T Wright
- Institute of Science and Technology in Medicine (ISTM), Keele University, Keele, United Kingdom.,Robert Jones and Agnes Hunt Orthopaedic Hospital, Oswestry, Shropshire, United Kingdom
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Luescher T, Mueller J, Isenschmid C, Kalt J, Rasiah R, Tondorf T, Gamp M, Becker C, Sutter R, Tisljar K, Schuetz P, Marsch S, Hunziker S. Neuron-specific enolase (NSE) improves clinical risk scores for prediction of neurological outcome and death in cardiac arrest patients: Results from a prospective trial. Resuscitation 2019; 142:50-60. [PMID: 31306716 DOI: 10.1016/j.resuscitation.2019.07.003] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 06/26/2019] [Accepted: 07/04/2019] [Indexed: 10/26/2022]
Abstract
AIM Neuron-specific enolase (NSE) increases in response to brain injury and is recommended for outcome prediction in cardiac arrest patients. Our aim was to investigate whether NSE measured at different days after a cardiac arrest and its kinetics would improve the prognostic ability of two cardiac arrest specific risk scores. METHODS Within this prospective observational study, we included consecutive adult patients after cardiac arrest. We calculated the Out-of-hospital cardiac arrest (OHCA) score and the Cardiac Arrest Hospital Prognosis (CAHP) score upon ICU admission and measured serum NSE upon admission and days 1, 2, 3, 5 and 7. We calculated logistic regression models to study associations of scores and NSE levels with neurological outcome defined by Cerebral Performance Category (CPC) scale and in-hospital death. RESULTS From 336 included patients, 180 (54%) survived until hospital discharge, of which 150 (45%) had a good neurological outcome. NSE at day 3 showed the highest prognostic accuracy (discrimination) for neurological outcome (area under the curve (AUC) 0.89) and in-hospital mortality (AUC 0.88). These results were robust in reclassification statistics and across different subgroups. NSE kinetics with admission levels serving as a baseline did not further improve prognostication. NSE on day 3 significantly improved discrimination of both clinical risk scores (CAHP from AUC 0.81 to 0.91; OHCA from AUC 0.79 to 0.89). CONCLUSION NSE measured at day 3 significantly improves clinical risk scores for outcome prediction in cardiac arrest patients and may thus add to clinical decision making about escalation or withdrawal of therapy in this vulnerable patient population.
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Affiliation(s)
- Tanja Luescher
- Medical Intensive Care Unit, University Hospital Basel, University of Basel, Switzerland; Medical Communication and Psychosomatic Medicine, University Hospital Basel, Switzerland
| | - Jonas Mueller
- Medical Intensive Care Unit, University Hospital Basel, University of Basel, Switzerland; Medical Communication and Psychosomatic Medicine, University Hospital Basel, Switzerland
| | - Cyril Isenschmid
- Medical Intensive Care Unit, University Hospital Basel, University of Basel, Switzerland; Medical Communication and Psychosomatic Medicine, University Hospital Basel, Switzerland
| | - Jeanice Kalt
- Medical Intensive Care Unit, University Hospital Basel, University of Basel, Switzerland; Medical Communication and Psychosomatic Medicine, University Hospital Basel, Switzerland
| | - Roshaani Rasiah
- Medical Intensive Care Unit, University Hospital Basel, University of Basel, Switzerland; Medical Communication and Psychosomatic Medicine, University Hospital Basel, Switzerland
| | - Theresa Tondorf
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Switzerland
| | - Martina Gamp
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Switzerland
| | - Christoph Becker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Switzerland
| | - Raoul Sutter
- Medical Intensive Care Unit, University Hospital Basel, University of Basel, Switzerland
| | - Kai Tisljar
- Medical Intensive Care Unit, University Hospital Basel, University of Basel, Switzerland
| | - Philipp Schuetz
- Medical faculty of the University of Basel, Switzerland; Department of Internal Medicine, Kantonsspital Aarau, Switzerland
| | - Stephan Marsch
- Medical Intensive Care Unit, University Hospital Basel, University of Basel, Switzerland; Medical faculty of the University of Basel, Switzerland
| | - Sabina Hunziker
- Medical Intensive Care Unit, University Hospital Basel, University of Basel, Switzerland; Medical Communication and Psychosomatic Medicine, University Hospital Basel, Switzerland; Medical faculty of the University of Basel, Switzerland.
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30
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Shin H, Kim JG, Kim W, Lim TH, Jang BH, Cho Y, Choi KS, Ahn C, Lee J, Na MK. Procalcitonin as a prognostic marker for outcomes in post-cardiac arrest patients: A systematic review and meta-analysis. Resuscitation 2019; 138:160-167. [PMID: 30872069 DOI: 10.1016/j.resuscitation.2019.02.041] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Revised: 02/07/2019] [Accepted: 02/28/2019] [Indexed: 12/13/2022]
Abstract
AIM This study aimed to seek evidence for the usefulness of the procalcitonin as a prognostic blood biomarker for outcomes in post-cardiac arrest patients. METHODS We systematically searched MEDLINE, EMBASE, and the Cochrane Library (search date: 8 January, 2019). Studies on patients who experienced return of spontaneous circulation, who had out of hospital cardiac arrest and had their level of procalcitonin measured and outcomes assessed at and after hospital discharge, were included. We additionally performed subgroup analyses for confounding factors affecting patients' outcomes. To assess the risk of bias of each included study, the Quality in Prognosis Studies tool was used. RESULTS A total of 1065 patients from 10 studies were finally included. Elevated procalcitonin level during hospital admission (at 0-24 h) was associated with in-hospital mortality (standardized mean difference (SMD) 0.64, 95% confidence interval (CI) 0.33-0.95, I2 = 26%). The elevation of procalcitonin level (at 0-48 h) was also associated with poor neurologic outcomes (at 0-24 h, SMD 0.61; 95% CI 0.44-0.79, I2 = 0%; at 24-48 h, SMD 0.58, 95% CI 0.35-0.82, I2 = 0%) as well as at 1-6 months (at 24-48 h, SMD 0.62; 95% CI 0.36-0.88, I2 = 0%). CONCLUSIONS Overall, the findings suggested that an elevated procalcitonin level measured at 0-48 h of post-cardiac arrest syndrome was associated with poor outcomes.
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Affiliation(s)
- Hyungoo Shin
- Department of Emergency Medicine, College of Medicine, Hanyang University Guri Hospital, Guri, Republic of Korea; Department of Emergency Medicine, Graduate School of Medicine, Hanyang University, Seoul, Republic of Korea
| | - Jae Guk Kim
- Department of Emergency Medicine, College of Medicine, Hallym University, Chuncheon, Republic of Korea
| | - Wonhee Kim
- Department of Emergency Medicine, College of Medicine, Hallym University, Chuncheon, Republic of Korea; Department of Biomedical Engineering, Graduate School of Medicine, Hanyang University, Seoul, Republic of Korea.
| | - Tae Ho Lim
- Department of Emergency Medicine, College of Medicine, Hanyang University, Seoul, Republic of Korea
| | - Bo-Hyoung Jang
- Department of Preventive Medicine, College of Korean Medicine, Kyung Hee University, Seoul, Republic of Korea
| | - Youngsuk Cho
- Department of Emergency Medicine, College of Medicine, Hallym University, Chuncheon, Republic of Korea; Department of Biomedical Engineering, Graduate School of Medicine, Hanyang University, Seoul, Republic of Korea
| | - Kyu-Sun Choi
- Department of Neurosurgery, College of Medicine, Hanyang University, Seoul, Republic of Korea
| | - Chiwon Ahn
- Department of Biomedical Engineering, Graduate School of Medicine, Hanyang University, Seoul, Republic of Korea; Department of Emergency Medicine, Armed Forces Yangju Hospital, Yangju, Republic of Korea
| | - Juncheol Lee
- Department of Emergency Medicine, Armed Forces Capital Hospital, Seongnam, Republic of Korea
| | - Min Kyun Na
- Department of Neurosurgery, Brain Tumour Centre, Severance Hospital, Yonsei University Health System, Seoul, Republic of Korea
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