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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] [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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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] [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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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: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [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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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] [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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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:jcm9040897. [PMID: 32218134 PMCID: PMC7230482 DOI: 10.3390/jcm9040897] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [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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Isenschmid C, Kalt J, Gamp M, Tondorf T, Becker C, Tisljar K, Locher S, Schuetz P, Marsch S, Hunziker S. Routine blood markers from different biological pathways improve early risk stratification in cardiac arrest patients: Results from the prospective, observational COMMUNICATE study. Resuscitation 2018; 130:138-145. [PMID: 30036589 DOI: 10.1016/j.resuscitation.2018.07.021] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2018] [Revised: 05/27/2018] [Accepted: 07/20/2018] [Indexed: 12/19/2022]
Abstract
INTRODUCTION Prognostication of cardiac arrest patients admitted to the intensive care unit (ICU) may influence treatment decision, but remains challenging. We evaluated the incremental usefulness of routine blood markers from different biological pathways for predicting fatal outcome and neurological deficits in cardiac arrest patients. METHODS We prospectively included consecutive, adult cardiac arrest patients upon ICU admission. We recorded initial clinical parameters and measured blood markers of cardiac injury/stress (troponin, BNP, CK), inflammation/infection (WBC, CRP, procalcitonin) and shock (lactate, creatinine, urea). The primary and secondary endpoints were all-cause in-hospital mortality and bad neurological outcome defined by the Cerebral Performance Category (CPC) score. RESULTS Mortality in the 321 included patients was 49% (n = 156). Procalcitonin (adjusted odds ratio 1.84, 95%CI 1.34 to 2.53, p < 0.001; AUC 0.73) and lactate (adjusted odds ratio 7.29, 95%CI 3.05 to 17.42, p < 0.001; AUC 0.70) were identified as independent prognostic factors for mortality and significantly improved discrimination of a parsimonious clinical model including resuscitation measures (no-flow time, shockable rhythm) and initial vital signs (Glasgow coma scale, respiratory rate) from an AUC of 0.79 to 0.84 (p < 0.001). Cardiac markers did not further improve the model. Results for neurological outcome were similar with model improvements by procalcitonin and lactate from AUC 0.83 to 0.87 (p = 0.004). CONCLUSION Assessment of routine markers of inflammation/infection and shock provide significant improvements for prognostication of cardiac arrest patients, while cardiac markers did not further improve statistical models. Combination of blood markers and clinical parameters may help to improve initial management decisions in this vulnerable patient population.
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Affiliation(s)
- 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
| | - Martina Gamp
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Switzerland
| | - Theresa Tondorf
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Switzerland
| | - Christoph Becker
- Medical Communication and Psychosomatic Medicine, University Hospital Basel, Switzerland; Department of Emergency Medicine, University Hospital Basel, University of Basel, Switzerland
| | - Kai Tisljar
- Medical Intensive Care Unit, University Hospital Basel, University of Basel, Switzerland
| | - Stefan Locher
- Medical Communication and Psychosomatic Medicine, University Hospital 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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